diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index 8629a2eabe..165387dc37 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -20,7 +20,7 @@ Please delete options that are not relevant. **Feature/Issue validation/testing**: -Please describe the tests that you ran to verify your changes and relevent result summary. Provide instructions so it can be reproduced. +Please describe the tests that you ran to verify your changes and relevant result summary. Provide instructions so it can be reproduced. Please also list any relevant details for your test configuration. - [ ] Test A diff --git a/.github/actions/free-up-disk-space/action.yml b/.github/actions/free-up-disk-space/action.yml new file mode 100644 index 0000000000..f8a0d42bd8 --- /dev/null +++ b/.github/actions/free-up-disk-space/action.yml @@ -0,0 +1,34 @@ +name: 'Free-up disk space action' +description: 'Removes non-essential tools, libraries and cached files from GitHub action runner node' + +runs: + using: "composite" + steps: + - name: Free up disk space + shell: bash + run: | + echo "Disk usage before cleanup:" + df -h + + # remove non-essential tools and libraries, see: + # https://github.com/actions/runner-images/issues/2840#issuecomment-790492173 + sudo rm -rf /opt/ghc + sudo rm -rf /usr/share/dotnet + sudo rm -rf /usr/local/share/boost + + # delete libraries for Android (12G), CodeQL (5.3G), PowerShell (1.3G), Swift (1.7G) + sudo rm -rf /usr/local/lib/android + sudo rm -rf "${AGENT_TOOLSDIRECTORY}/CodeQL" + sudo rm -rf /usr/local/share/powershell + sudo rm -rf /usr/share/swift + + echo "Disk usage after cleanup:" + df -h + + - name: Prune docker images + shell: bash + run: | + echo "Pruning docker images" + docker image prune -a -f + docker system df + df -h diff --git a/.github/actions/kserve-dep-setup/action.yml b/.github/actions/kserve-dep-setup/action.yml index 7bc2d9cd66..c3cf92a4f1 100644 --- a/.github/actions/kserve-dep-setup/action.yml +++ b/.github/actions/kserve-dep-setup/action.yml @@ -22,8 +22,6 @@ runs: elif [[ "${{ inputs.network-layer }}" == "kourier" ]]; then echo "Selected network layer ${{ inputs.network-layer }}" ./test/scripts/gh-actions/setup-kourier.sh - - kubectl describe pods -n kourier-system else echo "Unsupported network layer" fi diff --git a/.github/actions/minikube-setup/action.yml b/.github/actions/minikube-setup/action.yml index da52f893c1..943bf3808e 100644 --- a/.github/actions/minikube-setup/action.yml +++ b/.github/actions/minikube-setup/action.yml @@ -4,49 +4,22 @@ description: 'Sets up minikube on the github runner' runs: using: "composite" steps: - - name: Free up disk space - shell: bash - run: | - echo "Disk usage before cleanup:" - df -h - - # remove non-essential tools and libraries, see: - # https://github.com/actions/runner-images/issues/2840#issuecomment-790492173 - sudo rm -rf /opt/ghc - sudo rm -rf /usr/share/dotnet - sudo rm -rf /usr/local/share/boost - - # delete libraries for Android (12G), CodeQL (5.3G), PowerShell (1.3G), Swift (1.7G) - sudo rm -rf /usr/local/lib/android - sudo rm -rf "${AGENT_TOOLSDIRECTORY}/CodeQL" - sudo rm -rf /usr/local/share/powershell - sudo rm -rf /usr/share/swift - - echo "Disk usage after cleanup:" - df -h - - name: Install kubectl uses: azure/setup-kubectl@v3 with: - version: 'v1.26.0' + version: 'v1.27.4' - name: Setup Minikube uses: medyagh/setup-minikube@latest with: - minikube-version: '1.28.0' - kubernetes-version: 'v1.26.4' + minikube-version: '1.31.1' + kubernetes-version: 'v1.27.4' driver: 'none' + network-plugin: 'cni' + cni: 'calico' wait: 'all' - start-args: --wait-timeout=120s + start-args: --wait-timeout=6m0s - name: Check Kubernetes pods shell: bash run: kubectl get pods -n kube-system - - - name: Prune docker images - shell: bash - run: | - echo "Pruning docker images" - docker image prune -a -f - docker system df - df -h diff --git a/.github/workflows/alibiexplainer-docker-publish.yml b/.github/workflows/alibiexplainer-docker-publish.yml index 082084afac..5d1a8e0839 100644 --- a/.github/workflows/alibiexplainer-docker-publish.yml +++ b/.github/workflows/alibiexplainer-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file alibiexplainer.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,9 +75,16 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/alibiexplainer.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION diff --git a/.github/workflows/artexplainer-docker-publish.yml b/.github/workflows/artexplainer-docker-publish.yml index 1287db7576..48a614eff3 100644 --- a/.github/workflows/artexplainer-docker-publish.yml +++ b/.github/workflows/artexplainer-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file artexplainer.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,9 +75,14 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION - + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/artexplainer.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.github/workflows/e2e-test.yml b/.github/workflows/e2e-test.yml index ee75398613..02a77c0b16 100644 --- a/.github/workflows/e2e-test.yml +++ b/.github/workflows/e2e-test.yml @@ -62,6 +62,9 @@ jobs: steps: - uses: actions/checkout@v3 + - name: Free-up disk space + uses: ./.github/actions/free-up-disk-space + - name: Build runtime server images run: | ./test/scripts/gh-actions/build-server-runtimes.sh predictor,transformer @@ -147,6 +150,9 @@ jobs: with: python-version: '3.9' + - name: Free-up disk space + uses: ./.github/actions/free-up-disk-space + - name: Setup Minikube uses: ./.github/actions/minikube-setup @@ -227,6 +233,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -285,6 +292,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -337,7 +345,8 @@ jobs: - uses: actions/setup-python@v4 with: python-version: '3.9' - + + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -390,6 +399,7 @@ jobs: - uses: actions/setup-python@v4 with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -442,6 +452,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -503,6 +514,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -541,6 +553,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup - uses: ./.github/actions/base-download @@ -584,6 +597,7 @@ jobs: with: python-version: '3.9' + - uses: ./.github/actions/free-up-disk-space - uses: ./.github/actions/minikube-setup - uses: ./.github/actions/kserve-dep-setup with: @@ -618,8 +632,8 @@ jobs: - name: Run E2E tests timeout-minutes: 25 run: | - export KSERVE_INGRESS_HOST_PORT=$(kubectl get pod -n kourier-system -l "app=3scale-kourier-gateway" \ - --output=jsonpath="{.items[0].status.podIP}"):$(kubectl get pod -n kourier-system -l "app=3scale-kourier-gateway" \ + export KSERVE_INGRESS_HOST_PORT=$(kubectl get pod -n knative-serving -l "app=3scale-kourier-gateway" \ + --output=jsonpath="{.items[0].status.podIP}"):$(kubectl get pod -n knative-serving -l "app=3scale-kourier-gateway" \ --output=jsonpath="{.items[0].spec.containers[0].ports[0].containerPort}") ./test/scripts/gh-actions/run-e2e-tests.sh "kourier" @@ -632,6 +646,7 @@ jobs: docker image ls kubectl get pods -n kserve kubectl get pods -n kserve-ci-e2e-test + kubectl get pods -A --field-selector=metadata.namespace!=kserve,metadata.namespace!=kserve-ci-e2e-test kubectl describe pods -n kserve-ci-e2e-test kubectl get events -n kserve-ci-e2e-test @@ -639,5 +654,5 @@ jobs: kubectl logs -l 'component in (predictor)' -c kserve-container -n kserve-ci-e2e-test --tail 500 kubectl logs -l 'component in (transformer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 kubectl logs -l 'component in (explainer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 - kubectl logs $(kubectl get pod -n kourier-system -l "app=3scale-kourier-gateway" --output=jsonpath="{.items[0].metadata.name}") -n kourier-system + kubectl logs $(kubectl get pod -n knative-serving -l "app=3scale-kourier-gateway" --output=jsonpath="{.items[0].metadata.name}") -n knative-serving diff --git a/.github/workflows/lightgbm-docker-publish.yml b/.github/workflows/lightgbm-docker-publish.yml index 048e423506..09ee110e8c 100644 --- a/.github/workflows/lightgbm-docker-publish.yml +++ b/.github/workflows/lightgbm-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file lgb.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,8 +75,14 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/lgb.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.github/workflows/paddle-docker-publish.yml b/.github/workflows/paddle-docker-publish.yml index df43829473..6d268b1371 100644 --- a/.github/workflows/paddle-docker-publish.yml +++ b/.github/workflows/paddle-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file paddle.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,8 +75,13 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64 + context: python + file: python/paddle.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.github/workflows/pmml-docker-publish.yml b/.github/workflows/pmml-docker-publish.yml index a49f67824a..a434007391 100644 --- a/.github/workflows/pmml-docker-publish.yml +++ b/.github/workflows/pmml-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file pmml.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,9 +75,14 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION - + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/pmml.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.github/workflows/sklearnserver-docker-publish.yml b/.github/workflows/sklearnserver-docker-publish.yml index efbdc6a621..d554b29648 100644 --- a/.github/workflows/sklearnserver-docker-publish.yml +++ b/.github/workflows/sklearnserver-docker-publish.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file sklearn.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,9 +75,15 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/sklearn.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.github/workflows/storage-initializer-docker-publisher.yml b/.github/workflows/storage-initializer-docker-publisher.yml index 5444d06ec6..20c35e5cef 100644 --- a/.github/workflows/storage-initializer-docker-publisher.yml +++ b/.github/workflows/storage-initializer-docker-publisher.yml @@ -48,15 +48,20 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file storage-initializer.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.QUAY_USER }} -p ${{ secrets.QUAY_PASSWORD }} quay.io + - name: Login to Quay.io + uses: docker/login-action@v2 + with: + registry: quay.io + username: ${{ secrets.QUAY_USER }} + password: ${{ secrets.QUAY_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=quay.io/${{ vars.QUAY_OWNER }}/$IMAGE_NAME @@ -72,14 +77,20 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest [[ "$VERSION" =~ ^release- ]] && VERSION=$(echo $VERSION | sed 's/^release-//')-latest - - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION - - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION + TAGS=$IMAGE_ID:$VERSION # If a vX.Y.Z release is being built, also update the vX.Y tag. [[ "$VERSION" =~ ^v[0-9]+\.[0-9]+\.[0-9]+$ ]] && MINOR_VERSION=$(echo $VERSION | sed 's/\(.*\)\.[[:digit:]]\+$/\1/') - [ ! -z "$MINOR_VERSION" ] && docker tag $IMAGE_NAME $IMAGE_ID:$MINOR_VERSION - [ ! -z "$MINOR_VERSION" ] && docker push $IMAGE_ID:$MINOR_VERSION || true \ No newline at end of file + [ ! -z "env.MINOR_VERSION" ] && TAGS=$TAGS,$IMAGE_ID:$MINOR_VERSION + + echo TAGS=$TAGS >> $GITHUB_ENV + + + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/storage-initializer.Dockerfile + push: true + tags: ${{ env.TAGS }} diff --git a/.github/workflows/xgbserver-docker-publisher.yml b/.github/workflows/xgbserver-docker-publisher.yml index e3c9fe1e69..b49507d498 100644 --- a/.github/workflows/xgbserver-docker-publisher.yml +++ b/.github/workflows/xgbserver-docker-publisher.yml @@ -47,15 +47,19 @@ jobs: steps: - uses: actions/checkout@v2 - - name: Build image - run: | - cd python - docker buildx build . --file xgb.Dockerfile --tag $IMAGE_NAME + - name: Setup QEMU + uses: docker/setup-qemu-action@v2 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v2 - - name: Log into registry - run: docker login -u ${{ secrets.DOCKER_USER }} -p ${{ secrets.DOCKER_PASSWORD }} + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} - - name: Push image + - name: Export version variable run: | IMAGE_ID=kserve/$IMAGE_NAME @@ -71,9 +75,15 @@ jobs: # Use Docker `latest` tag convention [ "$VERSION" == "master" ] && VERSION=latest - echo IMAGE_ID=$IMAGE_ID - echo VERSION=$VERSION + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV - docker tag $IMAGE_NAME $IMAGE_ID:$VERSION - docker push $IMAGE_ID:$VERSION + - name: Build and push + uses: docker/build-push-action@v3 + with: + platforms: linux/amd64, linux/arm64/v8 + context: python + file: python/xgb.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} diff --git a/.gitignore b/.gitignore index f63b6d53fd..1170d045d6 100644 --- a/.gitignore +++ b/.gitignore @@ -8,7 +8,8 @@ *.pyc *.egg-info/ bin - +.venv/ +venv/ # Test binary, build with `go test -c` *.test diff --git a/Dockerfile b/Dockerfile index 934ea8fc88..eacdb66f35 100644 --- a/Dockerfile +++ b/Dockerfile @@ -16,7 +16,6 @@ RUN CGO_ENABLED=0 GOOS=linux GOFLAGS=-mod=mod go build -a -o manager ./cmd/manag # Copy the controller-manager into a thin image FROM gcr.io/distroless/static:nonroot -WORKDIR / -COPY third_party/ third_party/ -COPY --from=builder /go/src/github.com/kserve/kserve/manager . +COPY third_party/ /third_party/ +COPY --from=builder /go/src/github.com/kserve/kserve/manager / ENTRYPOINT ["/manager"] diff --git a/charts/kserve-crd/Chart.yaml b/charts/kserve-crd/Chart.yaml index 9e7a9abdda..b6a7487027 100644 --- a/charts/kserve-crd/Chart.yaml +++ b/charts/kserve-crd/Chart.yaml @@ -1,6 +1,6 @@ apiVersion: v1 name: kserve-crd -version: v0.11.0-rc1 +version: v0.11.0 description: Helm chart for deploying kserve crds keywords: - kserve diff --git a/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml b/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml new file mode 100644 index 0000000000..4ac5d4cd20 --- /dev/null +++ b/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml @@ -0,0 +1,649 @@ +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true diff --git a/charts/kserve-resources/Chart.yaml b/charts/kserve-resources/Chart.yaml index 03d5447116..527f232165 100644 --- a/charts/kserve-resources/Chart.yaml +++ b/charts/kserve-resources/Chart.yaml @@ -1,6 +1,6 @@ apiVersion: v1 name: kserve -version: v0.11.0-rc1 +version: v0.11.0 description: Helm chart for deploying kserve resources keywords: - kserve diff --git a/charts/kserve-resources/templates/clusterrole.yaml b/charts/kserve-resources/templates/clusterrole.yaml index c2090664b1..46f82a0884 100644 --- a/charts/kserve-resources/templates/clusterrole.yaml +++ b/charts/kserve-resources/templates/clusterrole.yaml @@ -215,6 +215,18 @@ rules: - patch - update - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch - apiGroups: - serving.kserve.io resources: @@ -306,3 +318,22 @@ rules: - get - patch - update + +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-addressable-resolver + labels: + contrib.eventing.knative.dev/release: devel + duck.knative.dev/addressable: "true" +rules: +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/status + verbs: + - get + - list + - watch diff --git a/charts/kserve-resources/templates/clusterstoragecontainer.yaml b/charts/kserve-resources/templates/clusterstoragecontainer.yaml new file mode 100644 index 0000000000..728ee381da --- /dev/null +++ b/charts/kserve-resources/templates/clusterstoragecontainer.yaml @@ -0,0 +1,23 @@ +apiVersion: "serving.kserve.io/v1alpha1" +kind: ClusterStorageContainer +metadata: + name: default +spec: + container: + name: storage-initializer + image: kserve/storage-initializer:latest + resources: + requests: + memory: 100Mi + cpu: 100m + limits: + memory: 1Gi + cpu: "1" + supportedUriFormats: + - prefix: gs:// + - prefix: s3:// + - prefix: hdfs:// + - prefix: webhdfs:// + - regex: "https://(.+?).blob.core.windows.net/(.+)" + - regex: "https://(.+?).file.core.windows.net/(.+)" + - regex: "https?://(.+)/(.+)" diff --git a/charts/kserve-resources/templates/configmap.yaml b/charts/kserve-resources/templates/configmap.yaml index e5175effed..346d3e2895 100644 --- a/charts/kserve-resources/templates/configmap.yaml +++ b/charts/kserve-resources/templates/configmap.yaml @@ -5,6 +5,400 @@ metadata: name: inferenceservice-config namespace: {{ .Release.Namespace }} data: + _example: |- + ################################ + # # + # EXAMPLE CONFIGURATION # + # # + ################################ + + # This block is not actually functional configuration, + # but serves to illustrate the available configuration + # options and document them in a way that is accessible + # to users that `kubectl edit` this config map. + # + # These sample configuration options may be copied out of + # this example block and unindented to be in the data block + # to actually change the configuration. + + # ====================================== EXPLAINERS CONFIGURATION ====================================== + # Example + explainers: |- + { + "alibi": { + "image" : "kserve/alibi-explainer", + "defaultImageVersion": "latest" + }, + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + # Alibi and Art Explainer runtime configuration + explainers: |- + { + # Alibi explainer runtime configuration + "alibi": { + # image contains the default Alibi explainer serving runtime image uri. + "image" : "kserve/alibi-explainer", + + # defautltImageVersion contains the Alibi explainer serving runtime default image version. + "defaultImageVersion": "latest" + }, + # Art explainer runtime configuration + "art": { + # image contains the default Art explainer serving runtime image uri. + "image" : "kserve/art-explainer", + + # defautltImageVersion contains the Art explainer serving runtime default image version. + "defaultImageVersion": "latest" + } + } + + # ====================================== STORAGE INITIALIZER CONFIGURATION ====================================== + # Example + storageInitializer: |- + { + "image" : "kserve/storage-initializer:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "enableDirectPvcVolumeMount": false + } + storageInitializer: |- + { + # image contains the default storage initializer image uri. + "image" : "kserve/storage-initializer:latest", + + # memoryRequest is the requests.memory to set for the storage initializer init container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the storage initializer init container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the storage initializer init container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the storage initializer init container. + "cpuLimit": "1", + + # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly. + # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container. + # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737 + "enableDirectPvcVolumeMount": false + } + + # ====================================== CREDENTIALS ====================================== + # Example + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + # This is a global configuration used for downloading models from the cloud storage. + # You can override this configuration by specifying the annotations on service account or static secret. + # https://kserve.github.io/website/master/modelserving/storage/s3/s3/ + # For a quick reference about AWS ENV variables: + # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables + # + # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret) + # are used as the authentication method for AWS S3. + # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided. + credentials: |- + { + # storageSpecSecretName contains the secret name which has the credentials for downloading the model. + # This option is used when specifying the storage spec on isvc yaml. + "storageSpecSecretName": "storage-config", + + # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value. + # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account + # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + # Configuration for google cloud storage + "gcs": { + # gcsCredentialFileName specifies the filename of the gcs credential + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + + # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container. + # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/ + "s3": { + # s3AccessKeyIDName specifies the s3 access key id name + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + + # s3SecretAccessKeyName specifies the s3 secret access key name + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + + # s3Endpoint specifies the s3 endpoint + "s3Endpoint": "", + + # s3UseHttps controls whether to use secure https or unsecure http to download models. + # Allowed values are 0 and 1. + "s3UseHttps": "", + + # s3Region specifies the region of the bucket. + "s3Region": "", + + # s3VerifySSL controls whether to verify the tls/ssl certificate. + "s3VerifySSL": "", + + # s3UseVirtualBucket configures whether it is a virtual bucket or not. + "s3UseVirtualBucket": "", + + # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not. + "s3UseAnonymousCredential": "", + + # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation. + "s3CABundle": "" + } + } + + # ====================================== INGRESS CONFIGURATION ====================================== + # Example + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false + } + ingress: |- + { + # ingressGateway specifies the ingress gateway to serve external traffic. + # The gateway should be specified in format / + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "ingressGateway" : "knative-serving/knative-ingress-gateway", + + # ingressService specifies the hostname of the ingress service. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + + # localGateway specifies the gateway which handles the network traffic within the cluster. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "localGateway" : "knative-serving/knative-local-gateway", + + # localGatewayService specifies the hostname of the local gateway service. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + + # ingressDomain specifies the domain name which is used for creating the url. + # If ingressDomain is empty then example.com is used as default domain. + # NOTE: This configuration only applicable for raw deployment. + "ingressDomain" : "example.com", + + # ingressClassName specifies the ingress controller to use for ingress traffic. + # This is optional and if omitted the default ingress in the cluster is used. + # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class + # NOTE: This configuration only applicable for raw deployment. + "ingressClassName" : "istio", + + # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from: + # Name of the inference service ( {{- "{{ .Name }}" -}} ) + # Namespace of the inference service ( {{- "{{ .Namespace }}" -}} ) + # Annotation of the inference service ( {{- "{{ .Annotations.key }}" -}} ) + # Label of the inference service ( {{- "{{ .Labels.key }}" -}} ) + # IngressDomain ( {{- "{{ .IngressDomain }}" -}} ) + # If domain template is empty the default template ( {{- "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}" -}} ) is used. + # NOTE: This configuration only applicable for raw deployment. + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + + # urlScheme specifies the url scheme to use for inference service and inference graph. + # If urlScheme is empty then by default http is used. + "urlScheme": "http", + + # disableIstioVirtualHost controls whether to use istio as network layer. + # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not + # create the top level virtual service thus Istio is no longer required for serverless mode. + # By setting this field to true, user can use other networking layers supported by knative. + # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/. + # NOTE: This configuration is only applicable to serverless deployment. + "disableIstioVirtualHost": false + + # pathTemplate specifies the template for generating path based url for each inference service. + # The following variables can be used in the template for generating url. + # Name of the inference service ( {{- "{{ .Name }}" -}} ) + # Namespace of the inference service ( {{- "{{ .Namespace }}" -}} ) + # For more info https://github.com/kserve/kserve/issues/2257. + # NOTE: This configuration only applicable to serverless deployment. + "pathTemplate": "/serving/{{ .Namespace }}/{{ .Name }}" + } + + # ====================================== LOGGER CONFIGURATION ====================================== + # Example + logger: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + logger: |- + { + # image contains the default logger image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the logger container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the logger container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the logger container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the logger container. + "cpuLimit": "1", + + # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used. + "defaultUrl": "http://default-broker" + } + + # ====================================== BATCHER CONFIGURATION ====================================== + # Example + batcher: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1" + } + batcher: |- + { + # image contains the default batcher image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the batcher container. + "memoryRequest": "1Gi", + + # memoryLimit is the limits.memory to set for the batcher container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the batcher container. + "cpuRequest": "1", + + # cpuLimit is the limits.cpu to set for the batcher container. + "cpuLimit": "1" + } + + # ====================================== AGENT CONFIGURATION ====================================== + # Example + agent: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + agent: |- + { + # image contains the default agent image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the agent container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the agent container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the agent container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the agent container. + "cpuLimit": "1" + } + + # ====================================== ROUTER CONFIGURATION ====================================== + # Example + router: |- + { + "image" : "kserve/router:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + # router is the implementation of inference graph. + router: |- + { + # image contains the default router image uri. + "image" : "kserve/router:latest", + + # memoryRequest is the requests.memory to set for the router container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the router container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the router container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the router container. + "cpuLimit": "1" + } + + # ====================================== DEPLOYMENT CONFIGURATION ====================================== + # Example + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + deploy: |- + { + # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are + # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level + # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit + # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/ + # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/ + # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/ + "defaultDeploymentMode": "Serverless" + } + + # ====================================== METRICS CONFIGURATION ====================================== + # Example + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md + metricsAggregator: |- + { + # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every + # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container + # to configure scraping ports. + "enableMetricAggregation": "false", + + # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every + # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false, + # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. + "enablePrometheusScraping" : "false" + } + agent: |- { "image" : "{{ .Values.kserve.agent.image }}:{{ .Values.kserve.agent.tag }}", @@ -21,14 +415,31 @@ data: "cpuRequest": "1", "cpuLimit": "1" } + router: |- + { + "image" : "{{ .Values.kserve.router.image }}:{{ .Values.kserve.router.tag }}", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } credentials: |- { + "storageSpecSecretName": "{{ .Values.kserve.storage.storageSpecSecretName }}", + "storageSecretNameAnnotation": "{{ .Values.kserve.storage.storageSecretNameAnnotation }}", "gcs": { "gcsCredentialFileName": "gcloud-application-credentials.json" }, "s3": { "s3AccessKeyIDName": "{{ .Values.kserve.storage.s3.accessKeyIdName }}", - "s3SecretAccessKeyName": "{{ .Values.kserve.storage.s3.secretAccessKeyName }}" + "s3SecretAccessKeyName": "{{ .Values.kserve.storage.s3.secretAccessKeyName }}", + "s3Endpoint": "{{ .Values.kserve.storage.s3.endpoint }}", + "s3UseHttps": "{{ .Values.kserve.storage.s3.useHttps }}", + "s3Region": "{{ .Values.kserve.storage.s3.region }}", + "s3VerifySSL": "{{ .Values.kserve.storage.s3.verifySSL }}", + "s3UseVirtualBucket": "{{ .Values.kserve.storage.s3.useVirtualBucket }}", + "s3UseAnonymousCredential": "{{ .Values.kserve.storage.s3.useAnonymousCredential }}", + "s3CABundle": "{{ .Values.kserve.storage.s3.CABundle }}" } } deploy: |- diff --git a/charts/kserve-resources/templates/deployment.yaml b/charts/kserve-resources/templates/deployment.yaml index b817fbcb14..65c2731d3e 100644 --- a/charts/kserve-resources/templates/deployment.yaml +++ b/charts/kserve-resources/templates/deployment.yaml @@ -41,7 +41,7 @@ spec: {{- end }} containers: - name: kube-rbac-proxy - image: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 + image: "{{ .Values.kserve.controller.rbacProxyImage }}" args: - "--secure-listen-address=0.0.0.0:8443" - "--upstream=http://127.0.0.1:8080/" diff --git a/charts/kserve-resources/templates/modelmesh/webhookconfiguration.yaml b/charts/kserve-resources/templates/modelmesh/webhookconfiguration.yaml index 1f22259f81..e33e8301c9 100644 --- a/charts/kserve-resources/templates/modelmesh/webhookconfiguration.yaml +++ b/charts/kserve-resources/templates/modelmesh/webhookconfiguration.yaml @@ -3,7 +3,7 @@ apiVersion: admissionregistration.k8s.io/v1 kind: ValidatingWebhookConfiguration metadata: - name: servingruntime.serving.kserve.io + name: modelmesh-servingruntime.serving.kserve.io annotations: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/modelmesh-webhook-server-cert webhooks: diff --git a/charts/kserve-resources/values.yaml b/charts/kserve-resources/values.yaml index a313730baa..0dd91eb9f9 100644 --- a/charts/kserve-resources/values.yaml +++ b/charts/kserve-resources/values.yaml @@ -1,20 +1,33 @@ kserve: - version: &defaultVersion v0.11.0-rc1 - modelmeshVersion: &defaultModelMeshVersion v0.11.0-rc0 + version: &defaultVersion v0.11.0 + modelmeshVersion: &defaultModelMeshVersion v0.11.0 agent: image: kserve/agent tag: *defaultVersion + router: + image: kserve/router + tag: *defaultVersion storage: image: kserve/storage-initializer tag: *defaultVersion + storageSpecSecretName: storage-config + storageSecretNameAnnotation: serving.kserve.io/secretName s3: accessKeyIdName: AWS_ACCESS_KEY_ID secretAccessKeyName: AWS_SECRET_ACCESS_KEY + endpoint: "" + useHttps: "" + region: "" + verifySSL: "" + useVirtualBucket: "" + useAnonymousCredential: "" + CABundle: "" metricsaggregator: enableMetricAggregation: "false" enablePrometheusScraping: "false" controller: deploymentMode: "Serverless" + rbacProxyImage: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 gateway: domain: example.com domainTemplate: "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}" diff --git a/config/configmap/inferenceservice.yaml b/config/configmap/inferenceservice.yaml index 3a2f58aa48..d58408a350 100644 --- a/config/configmap/inferenceservice.yaml +++ b/config/configmap/inferenceservice.yaml @@ -4,15 +4,400 @@ metadata: name: inferenceservice-config namespace: kserve data: - # ====================================== EXPLAINERS CONFIGURATION ====================================== - # explainer runtime name - # "alibi": { - # image contains the default explainer serving runtime image uri. - # "image": "kserve/alibi-explainer", + _example: |- + ################################ + # # + # EXAMPLE CONFIGURATION # + # # + ################################ + + # This block is not actually functional configuration, + # but serves to illustrate the available configuration + # options and document them in a way that is accessible + # to users that `kubectl edit` this config map. + # + # These sample configuration options may be copied out of + # this example block and unindented to be in the data block + # to actually change the configuration. + + # ====================================== EXPLAINERS CONFIGURATION ====================================== + # Example + explainers: |- + { + "alibi": { + "image" : "kserve/alibi-explainer", + "defaultImageVersion": "latest" + }, + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + # Alibi and Art Explainer runtime configuration + explainers: |- + { + # Alibi explainer runtime configuration + "alibi": { + # image contains the default Alibi explainer serving runtime image uri. + "image" : "kserve/alibi-explainer", + + # defautltImageVersion contains the Alibi explainer serving runtime default image version. + "defaultImageVersion": "latest" + }, + # Art explainer runtime configuration + "art": { + # image contains the default Art explainer serving runtime image uri. + "image" : "kserve/art-explainer", + + # defautltImageVersion contains the Art explainer serving runtime default image version. + "defaultImageVersion": "latest" + } + } + + # ====================================== STORAGE INITIALIZER CONFIGURATION ====================================== + # Example + storageInitializer: |- + { + "image" : "kserve/storage-initializer:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "enableDirectPvcVolumeMount": false + } + storageInitializer: |- + { + # image contains the default storage initializer image uri. + "image" : "kserve/storage-initializer:latest", + + # memoryRequest is the requests.memory to set for the storage initializer init container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the storage initializer init container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the storage initializer init container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the storage initializer init container. + "cpuLimit": "1", + + # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly. + # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container. + # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737 + "enableDirectPvcVolumeMount": false + } + + # ====================================== CREDENTIALS ====================================== + # Example + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + # This is a global configuration used for downloading models from the cloud storage. + # You can override this configuration by specifying the annotations on service account or static secret. + # https://kserve.github.io/website/master/modelserving/storage/s3/s3/ + # For a quick reference about AWS ENV variables: + # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables + # + # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret) + # are used as the authentication method for AWS S3. + # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided. + credentials: |- + { + # storageSpecSecretName contains the secret name which has the credentials for downloading the model. + # This option is used when specifying the storage spec on isvc yaml. + "storageSpecSecretName": "storage-config", + + # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value. + # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account + # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap + + # Configuration for google cloud storage + "gcs": { + # gcsCredentialFileName specifies the filename of the gcs credential + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + + # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container. + # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/ + "s3": { + # s3AccessKeyIDName specifies the s3 access key id name + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + + # s3SecretAccessKeyName specifies the s3 secret access key name + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + + # s3Endpoint specifies the s3 endpoint + "s3Endpoint": "", + + # s3UseHttps controls whether to use secure https or unsecure http to download models. + # Allowed values are 0 and 1. + "s3UseHttps": "", + + # s3Region specifies the region of the bucket. + "s3Region": "", + + # s3VerifySSL controls whether to verify the tls/ssl certificate. + "s3VerifySSL": "", + + # s3UseVirtualBucket configures whether it is a virtual bucket or not. + "s3UseVirtualBucket": "", + + # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not. + "s3UseAnonymousCredential": "", + + # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation. + "s3CABundle": "" + } + } + + # ====================================== INGRESS CONFIGURATION ====================================== + # Example + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false + } + ingress: |- + { + # ingressGateway specifies the ingress gateway to serve external traffic. + # The gateway should be specified in format / + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "ingressGateway" : "knative-serving/knative-ingress-gateway", + + # ingressService specifies the hostname of the ingress service. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + + # localGateway specifies the gateway which handles the network traffic within the cluster. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "localGateway" : "knative-serving/knative-local-gateway", + + # localGatewayService specifies the hostname of the local gateway service. + # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + + # ingressDomain specifies the domain name which is used for creating the url. + # If ingressDomain is empty then example.com is used as default domain. + # NOTE: This configuration only applicable for raw deployment. + "ingressDomain" : "example.com", + + # ingressClassName specifies the ingress controller to use for ingress traffic. + # This is optional and if omitted the default ingress in the cluster is used. + # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class + # NOTE: This configuration only applicable for raw deployment. + "ingressClassName" : "istio", + + # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from: + # Name of the inference service ( {{ .Name}} ) + # Namespace of the inference service ( {{ .Namespace }} ) + # Annotation of the inference service ( {{ .Annotations.key }} ) + # Label of the inference service ( {{ .Labels.key }} ) + # IngressDomain ( {{ .IngressDomain }} ) + # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used. + # NOTE: This configuration only applicable for raw deployment. + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + + # urlScheme specifies the url scheme to use for inference service and inference graph. + # If urlScheme is empty then by default http is used. + "urlScheme": "http", + + # disableIstioVirtualHost controls whether to use istio as network layer. + # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not + # create the top level virtual service thus Istio is no longer required for serverless mode. + # By setting this field to true, user can use other networking layers supported by knative. + # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/. + # NOTE: This configuration is only applicable to serverless deployment. + "disableIstioVirtualHost": false + + # pathTemplate specifies the template for generating path based url for each inference service. + # The following variables can be used in the template for generating url. + # Name of the inference service ( {{ .Name}} ) + # Namespace of the inference service ( {{ .Namespace }} ) + # For more info https://github.com/kserve/kserve/issues/2257. + # NOTE: This configuration only applicable to serverless deployment. + "pathTemplate": "/serving/{{ .Namespace }}/{{ .Name }}" + } + + # ====================================== LOGGER CONFIGURATION ====================================== + # Example + logger: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + logger: |- + { + # image contains the default logger image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the logger container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the logger container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the logger container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the logger container. + "cpuLimit": "1", + + # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used. + "defaultUrl": "http://default-broker" + } + + # ====================================== BATCHER CONFIGURATION ====================================== + # Example + batcher: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1" + } + batcher: |- + { + # image contains the default batcher image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the batcher container. + "memoryRequest": "1Gi", + + # memoryLimit is the limits.memory to set for the batcher container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the batcher container. + "cpuRequest": "1", + + # cpuLimit is the limits.cpu to set for the batcher container. + "cpuLimit": "1" + } + + # ====================================== AGENT CONFIGURATION ====================================== + # Example + agent: |- + { + "image" : "kserve/agent:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + agent: |- + { + # image contains the default agent image uri. + "image" : "kserve/agent:latest", + + # memoryRequest is the requests.memory to set for the agent container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the agent container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the agent container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the agent container. + "cpuLimit": "1" + } + + # ====================================== ROUTER CONFIGURATION ====================================== + # Example + router: |- + { + "image" : "kserve/router:latest", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + # router is the implementation of inference graph. + router: |- + { + # image contains the default router image uri. + "image" : "kserve/router:latest", + + # memoryRequest is the requests.memory to set for the router container. + "memoryRequest": "100Mi", + + # memoryLimit is the limits.memory to set for the router container. + "memoryLimit": "1Gi", + + # cpuRequest is the requests.cpu to set for the router container. + "cpuRequest": "100m", + + # cpuLimit is the limits.cpu to set for the router container. + "cpuLimit": "1" + } + + # ====================================== DEPLOYMENT CONFIGURATION ====================================== + # Example + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + deploy: |- + { + # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are + # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level + # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit + # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/ + # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/ + # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/ + "defaultDeploymentMode": "Serverless" + } + + # ====================================== METRICS CONFIGURATION ====================================== + # Example + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md + metricsAggregator: |- + { + # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every + # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container + # to configure scraping ports. + "enableMetricAggregation": "false", + + # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every + # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false, + # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. + "enablePrometheusScraping" : "false" + } - # defautltImageVersion contains the explainer serving runtime default image version. - # "defaultImageVersion": "latest" - # } explainers: |- { "alibi": { @@ -24,31 +409,7 @@ data: "defaultImageVersion": "latest" } } - # ====================================== STORAGE INITIALIZER CONFIGURATION ====================================== - # { - # image contains the default storage initializer image uri. - # "image": "kserve/storage-initializer:latest", - - # memoryRequest is the requests.memory to set for the storage initializer init container. - # "memoryRequest": "100Mi", - - # memoryLimit is the limits.memory to set for the storage initializer init container. - # "memoryLimit": "1Gi", - # cpuRequest is the requests.cpu to set for the storage initializer init container. - # "cpuRequest": "100m", - - # cpuLimit is the limits.cpu to set for the storage initializer init container. - # "cpuLimit": "1", - - # storageSpecSecretName contains the secret name which has the credentials for downloading the model. - # "storageSpecSecretName": "storage-config", - - # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly. - # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container. - # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737 - # "enableDirectPvcVolumeMount": false - # } storageInitializer: |- { "image" : "kserve/storage-initializer:latest", @@ -56,61 +417,13 @@ data: "memoryLimit": "1Gi", "cpuRequest": "100m", "cpuLimit": "1", - "storageSpecSecretName": "storage-config", "enableDirectPvcVolumeMount": false } - # ====================================== CREDENTIALS ====================================== - # This is a global configuration used for downloading models from the cloud storage. - # You can override this configuration by specifying the annotations on service account or static secret. - # https://kserve.github.io/website/master/modelserving/storage/s3/s3/ - # For a quick reference about AWS ENV variables: - # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html - # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables - # - # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret) - # are used as the authentication method for AWS S3. - # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided. - - # { - # Configuration for google cloud storage - # "gcs": { - # gcsCredentialFileName specifies the filename of the gcs credential - # "gcsCredentialFileName": "gcloud-application-credentials.json" - # } - # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container. - # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/ - # "s3": { - # s3AccessKeyIDName specifies the s3 access key id name - # "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", - - # s3SecretAccessKeyName specifies the s3 secret access key name - # "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", - - # s3Endpoint specifies the s3 endpoint - # "s3Endpoint": "", - - # s3UseHttps controls whether to use secure https or unsecure http to download models. - # Allowed values are 0 and 1. - # "s3UseHttps": "", - # s3Region specifies the region of the bucket - # "s3Region": "", - - # s3VerifySSL controls whether to verify the tls/ssl certificate. - # "s3VerifySSL": "", - - # s3UseVirtualBucket configures whether it is a virtual bucket or not. - # "s3UseVirtualBucket": "", - - # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not. - # "s3UseAnonymousCredential": "", - - # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation. - # "s3CABundle": "" - # } - # } credentials: |- { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", "gcs": { "gcsCredentialFileName": "gcloud-application-credentials.json" }, @@ -126,66 +439,7 @@ data: "s3CABundle": "" } } - # ====================================== INGRESS CONFIGURATION ====================================== - # { - # ingressGateway specifies the ingress gateway to serve external traffic. - # The gateway should be specified in format / - # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - # "ingressGateway": "knative-serving/knative-ingress-gateway", - - # ingressService specifies the hostname of the ingress service. - # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - # "ingressService": "istio-ingressgateway.istio-system.svc.cluster.local", - - # localGateway specifies the gateway which handles the network traffic within the cluster. - # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - # "localGateway": "knative-serving/knative-local-gateway", - - # localGatewayService specifies the hostname of the local gateway service. - # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - # "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", - # ingressDomain specifies the domain name which is used for creating the url. - # If ingressDomain is empty then example.com is used as default domain. - # NOTE: This configuration only applicable for raw deployment. - # "ingressDomain": "example.com", - - # ingressClassName specifies the ingress controller to use for ingress traffic. - # This is optional and if omitted the default ingress in the cluster is used. - # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class - # NOTE: This configuration only applicable for raw deployment. - # "ingressClassName": "istio", - - # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from: - # Name of the inference service ( {{ .Name}} ) - # Namespace of the inference service ({{ .Namespace }} ) - # Annotation of the inference service ({{ .Annotations.key }}) - # Label of the inference service ({{ .Labels.key }}) - # IngressDomain ({{ .IngressDomain }}) - # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used. - # NOTE: This configuration only applicable for raw deployment. - # "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", - - # urlScheme specifies the url scheme to use for inference service and inference graph. - # If urlScheme is empty then by default http is used. - # "urlScheme": "http", - - # disableIstioVirtualHost controls whether to use istio as network layer. - # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not - # create the top level virtual service thus Istio is no longer required for serverless mode. - # By setting this field to true, user can use other networking layers supported by knative. - # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/. - # NOTE: This configuration is only applicable to serverless deployment. - # "disableIstioVirtualHost": false - - # pathTemplate specifies the template for generating path based url for each inference service. - # The following variables can be used in the template for generating url. - # Name of the inference service ( {{ .Name}} ) - # Namespace of the inference service ({{ .Namespace }} ) - # For more info https://github.com/kserve/kserve/issues/2257. - # NOTE: This configuration only applicable to serverless deployment. - # "pathTemplate": "/serving/{{ .Namespace }}/{{ .Name }}" - # } ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", @@ -198,26 +452,7 @@ data: "urlScheme": "http", "disableIstioVirtualHost": false } - # ====================================== LOGGER CONFIGURATION ====================================== - # { - # image contains the default logger image uri. - # "image": "kserve/agent:latest", - - # memoryRequest is the requests.memory to set for the logger container. - # "memoryRequest": "100Mi", - - # memoryLimit is the limits.memory to set for the logger container. - # "memoryLimit": "1Gi", - # cpuRequest is the requests.cpu to set for the logger container. - # "cpuRequest": "100m", - - # cpuLimit is the limits.cpu to set for the logger container. - # "cpuLimit": "1", - - # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used. - # "defaultUrl": "http://default-broker" - # } logger: |- { "image" : "kserve/agent:latest", @@ -227,23 +462,7 @@ data: "cpuLimit": "1", "defaultUrl": "http://default-broker" } - # ====================================== BATCHER CONFIGURATION ====================================== - # { - # image contains the default batcher image uri. - # "image": "kserve/agent:latest", - - # memoryRequest is the requests.memory to set for the batcher container. - # "memoryRequest": "1Gi", - - # memoryLimit is the limits.memory to set for the batcher container. - # "memoryLimit": "1Gi", - # cpuRequest is the requests.cpu to set for the batcher container. - # "cpuRequest": "1", - - # cpuLimit is the limits.cpu to set for the batcher container. - # "cpuLimit": "1", - # } batcher: |- { "image" : "kserve/agent:latest", @@ -252,23 +471,7 @@ data: "cpuRequest": "1", "cpuLimit": "1" } - # ====================================== AGENT CONFIGURATION ====================================== - # { - # image contains the default agent image uri. - # "image": "kserve/agent:latest", - - # memoryRequest is the requests.memory to set for the agent container. - # "memoryRequest": "100Mi", - - # memoryLimit is the limits.memory to set for the agent container. - # "memoryLimit": "1Gi", - # cpuRequest is the requests.cpu to set for the agent container. - # "cpuRequest": "100m", - - # cpuLimit is the limits.cpu to set for the agent container. - # "cpuLimit": "1", - # } agent: |- { "image" : "kserve/agent:latest", @@ -277,24 +480,7 @@ data: "cpuRequest": "100m", "cpuLimit": "1" } - # ====================================== ROUTER CONFIGURATION ====================================== - # router is the implementation of inference graph. - # { - # image contains the default router image uri. - # "image": "kserve/router:latest", - - # memoryRequest is the requests.memory to set for the router container. - # "memoryRequest": "100Mi", - - # memoryLimit is the limits.memory to set for the router container. - # "memoryLimit": "1Gi", - # cpuRequest is the requests.cpu to set for the router container. - # "cpuRequest": "100m", - - # cpuLimit is the limits.cpu to set for the router container. - # "cpuLimit": "1", - # } router: |- { "image" : "kserve/router:latest", @@ -303,34 +489,12 @@ data: "cpuRequest": "100m", "cpuLimit": "1" } - # ====================================== DEPLOYMENT CONFIGURATION ====================================== - # { - # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are - # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level - # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit - # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/ - # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/ - # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/ - # "defaultDeploymentMode": "Serverless" - # } + deploy: |- { "defaultDeploymentMode": "Serverless" } - # ====================================== METRICS CONFIGURATION ====================================== - # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md - # { - # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every - # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container - # to configure scraping ports. - # "enableMetricAggregation": "false", - - # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every - # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false, - # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. - # "enablePrometheusScraping": "false" - # } metricsAggregator: |- { "enableMetricAggregation": "false", diff --git a/config/crd/kustomization.yaml b/config/crd/kustomization.yaml index dfe61ba42c..ea388c3950 100644 --- a/config/crd/kustomization.yaml +++ b/config/crd/kustomization.yaml @@ -16,6 +16,7 @@ resources: # - serving.kserve.io_clusterservingruntimes.yaml # Not supported in ODH - serving.kserve.io_servingruntimes.yaml - serving.kserve.io_inferencegraphs.yaml +- serving.kserve.io_clusterstoragecontainers.yaml patches: # Fix for https://github.com/kubernetes/kubernetes/issues/91395 diff --git a/config/crd/serving.kserve.io_clusterstoragecontainers.yaml b/config/crd/serving.kserve.io_clusterstoragecontainers.yaml new file mode 100644 index 0000000000..4ac5d4cd20 --- /dev/null +++ b/config/crd/serving.kserve.io_clusterstoragecontainers.yaml @@ -0,0 +1,649 @@ +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true diff --git a/config/overlays/kubeflow/kustomization.yaml b/config/overlays/kubeflow/kustomization.yaml index 72808fda62..7d820e9f17 100644 --- a/config/overlays/kubeflow/kustomization.yaml +++ b/config/overlays/kubeflow/kustomization.yaml @@ -20,6 +20,90 @@ generatorOptions: configurations: - params.yaml +replacements: + - source: + group: cert-manager.io + kind: Certificate + name: serving-cert + version: v1 + fieldPath: metadata.namespace + targets: + - select: + kind: CustomResourceDefinition + name: inferenceservices.serving.kserve.io + fieldPaths: + - spec.conversion.webhook.clientConfig.service.namespace + - select: + kind: MutatingWebhookConfiguration + name: inferenceservice.serving.kserve.io + fieldPaths: + - webhooks.*.clientConfig.service.namespace + - select: + kind: ValidatingWebhookConfiguration + name: inferenceservice.serving.kserve.io + fieldPaths: + - webhooks.*.clientConfig.service.namespace + - select: + kind: ValidatingWebhookConfiguration + name: trainedmodel.serving.kserve.io + fieldPaths: + - webhooks.*.clientConfig.service.namespace + - select: + kind: ValidatingWebhookConfiguration + name: inferencegraph.serving.kserve.io + fieldPaths: + - webhooks.*.clientConfig.service.namespace + - select: + kind: Certificate + name: serving-cert + namespace: kserve + fieldPaths: + - spec.commonName + - spec.dnsNames.0 + options: + delimiter: '.' + index: 1 + - select: + kind: CustomResourceDefinition + name: inferenceservices.serving.kserve.io + fieldPaths: + - metadata.annotations.[cert-manager.io/inject-ca-from] + options: + delimiter: '/' + index: 0 + - select: + kind: MutatingWebhookConfiguration + name: inferenceservice.serving.kserve.io + fieldPaths: + - metadata.annotations.[cert-manager.io/inject-ca-from] + options: + delimiter: '/' + index: 0 + - select: + kind: ValidatingWebhookConfiguration + name: inferenceservice.serving.kserve.io + fieldPaths: + - metadata.annotations.[cert-manager.io/inject-ca-from] + options: + delimiter: '/' + index: 0 + - select: + kind: ValidatingWebhookConfiguration + name: trainedmodel.serving.kserve.io + fieldPaths: + - metadata.annotations.[cert-manager.io/inject-ca-from] + options: + delimiter: '/' + index: 0 + - select: + kind: ValidatingWebhookConfiguration + name: inferencegraph.serving.kserve.io + fieldPaths: + - metadata.annotations.[cert-manager.io/inject-ca-from] + options: + delimiter: '/' + index: 0 + patches: - path: patches/statefulset.yaml - path: patches/namespace.yaml diff --git a/config/rbac/role.yaml b/config/rbac/role.yaml index 772fc24a10..9e2c622614 100644 --- a/config/rbac/role.yaml +++ b/config/rbac/role.yaml @@ -208,6 +208,18 @@ rules: - get - patch - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch - apiGroups: - serving.kserve.io resources: diff --git a/docs/samples/explanation/alibi/income/income.yaml b/docs/samples/explanation/alibi/income/income.yaml index 94b457ed09..ab61c6a1dd 100644 --- a/docs/samples/explanation/alibi/income/income.yaml +++ b/docs/samples/explanation/alibi/income/income.yaml @@ -18,7 +18,7 @@ spec: minReplicas: 1 alibi: type: AnchorTabular - storageUri: "gs://kfserving-examples/models/sklearn/1.0/income/explainer-0.9.1" + storageUri: "gs://kfserving-examples/models/sklearn/1.3/income/explainer" resources: requests: cpu: 0.1 diff --git a/docs/samples/storage/uri/README.md b/docs/samples/storage/uri/README.md index fcf8809cf9..cbc2182d0e 100644 --- a/docs/samples/storage/uri/README.md +++ b/docs/samples/storage/uri/README.md @@ -4,11 +4,11 @@ This allows you to specify a model object via the URI (Uniform Resource Identifi This `storageUri` option supports single file models, like `sklearn` which is specified by a [joblib](https://joblib.readthedocs.io/en/latest/) file, or artifacts (e.g. `tar` or `zip`) which contain all the necessary dependencies for other model types (e.g. `tensorflow` or `pytorch`). Here, we'll show examples from both of the above. ## Setup -1. Your ~/.kube/config should point to a cluster with [KFServing installed](https://github.com/kubeflow/kfserving/#install-kfserving). +1. Your ~/.kube/config should point to a cluster with [KServe installed](https://github.com/kserve/kserve). 2. Your cluster's Istio Ingress gateway must be [network-accessible](https://istio.io/latest/docs/tasks/traffic-management/ingress/ingress-control/). 3. Your cluster's Istio Egress gateway must [allow http / https traffic](https://istio.io/latest/docs/tasks/traffic-management/egress/egress-gateway/) -## Create HTTP/HTTPS header Secret and attach to Service account +## Create HTTP/HTTPS header Secret If you do not require headers in your HTTP/HTTPS service request then you can skip this step. You can define headers using the following format: @@ -22,15 +22,7 @@ data: https-host: ZXhhbXBsZS5jb20= headers: |- ewoiYWNjb3VudC1uYW1lIjogInNvbWVfYWNjb3VudF9uYW1lIiwKInNlY3JldC1rZXkiOiAic29tZV9zZWNyZXRfa2V5Igp9 ---- -apiVersion: v1 -kind: ServiceAccount -metadata: - name: sa -secrets: - - name: mysecret ``` -Make sure you have serviceAccountName specified in your predictor in your inference service. These headers will be applied to any http/https requests that have the same host. You will need to base64 encode the headers and host. Make sure the headers are in proper json format. ```text @@ -46,9 +38,39 @@ ZXhhbXBsZS5jb20= ewoiYWNjb3VudC1uYW1lIjogInNvbWVfYWNjb3VudF9uYW1lIiwKInNlY3JldC1rZXkiOiAic29tZV9zZWNyZXRfa2V5Igp9 ``` +### Reference The Secret +You can refer the secret with annotation `serving.kserve.io/storageSecretName`. +```yaml +apiVersion: serving.kserve.io/v1beta1 +kind: InferenceService +metadata: + name: sklearn-from-uri + annotations: + serving.kserve.io/storageSecretName: mysecret + +spec: + predictor: + sklearn: + storageUri: https://github.com/tduffy000/kfserving-uri-examples/blob/master/sklearn/frozen/model.joblib?raw=true +``` + +Alternatively you can attach the secret name references to the service account secrets. + +```yaml +apiVersion: v1 +kind: ServiceAccount +metadata: + name: sa +secrets: + - name: mysecret +``` + +Make sure you have serviceAccountName specified in your predictor in your inference service. These headers will be applied to any http/https requests that have the same host. + + ## Sklearn ### Train and freeze the model -Here, we'll train a simple iris model. Please note that `kfserving` requires `sklearn==0.20.3`. +Here, we'll train a simple iris model. Please note that `kserve` requires `scikit-learn==1.0.2`. ```python from sklearn import svm @@ -74,16 +96,14 @@ Now, you'll need to take that frozen model object and put it somewhere on the we ### Specify and create the `InferenceService` ```yaml -apiVersion: serving.kserve.io/v1alpha2 +apiVersion: serving.kserve.io/v1beta1 kind: InferenceService metadata: name: sklearn-from-uri spec: - default: - predictor: - sklearn: - storageUri: https://github.com/tduffy000/kfserving-uri-examples/blob/master/sklearn/frozen/model.joblib?raw=true - + predictor: + sklearn: + storageUri: https://github.com/tduffy000/kfserving-uri-examples/blob/master/sklearn/frozen/model.joblib?raw=true ``` Apply the CRD, @@ -95,7 +115,7 @@ Expected Output $ inferenceservice.serving.kserve.io/sklearn-from-uri created ``` ### Run a prediction -The first is to [determine the ingress IP and ports](https://github.com/kubeflow/kfserving/blob/master/README.md#determine-the-ingress-ip-and-ports) and set `INGRESS_HOST` and `INGRESS_PORT`. +The first is to [determine the ingress IP and ports](https://kserve.github.io/website/master/get_started/first_isvc/#4-determine-the-ingress-ip-and-ports) and set `INGRESS_HOST` and `INGRESS_PORT`. Now, if everything went according to plan you should be able to hit the endpoint exposing the model we just uploaded. @@ -193,19 +213,19 @@ Where we assume the `0001/` directory has the structure: Note that building the tarball from the directory specifying a version number is required for `tensorflow`. Now, you can either push the `.tar` or `.tgz` file to some remote uri. + ### Specify and create the `InferenceService` And again, if everything went to plan we should be able to pull down the tarball and expose the endpoint. ```yaml -apiVersion: serving.kserve.io/v1alpha2 +apiVersion: serving.kserve.io/v1beta1 kind: InferenceService metadata: name: tensorflow-from-uri-gzip spec: - default: - predictor: - tensorflow: - storageUri: https://raw.githubusercontent.com/tduffy000/kfserving-uri-examples/master/tensorflow/frozen/model_artifacts.tar.gz + predictor: + tensorflow: + storageUri: https://raw.githubusercontent.com/tduffy000/kfserving-uri-examples/master/tensorflow/frozen/model_artifacts.tar.gz ``` Apply the CRD, ```bash @@ -217,7 +237,7 @@ $ inferenceservice.serving.kserve.io/tensorflow-from-uri created ``` ## Run a prediction -Again, make sure to first [determine the ingress IP and ports](https://github.com/kubeflow/kfserving/blob/master/README.md#determine-the-ingress-ip-and-ports) and set `INGRESS_HOST` and `INGRESS_PORT`. +Again, make sure to first [determine the ingress IP and ports](https://kserve.github.io/website/master/get_started/first_isvc/#4-determine-the-ingress-ip-and-ports) and set `INGRESS_HOST` and `INGRESS_PORT`. Now that our endpoint is up and running, we can get some predictions. @@ -266,4 +286,4 @@ $ * Trying 10.0.1.16... ] ] } -``` \ No newline at end of file +``` diff --git a/docs/samples/storage/uri/sklearn.yaml b/docs/samples/storage/uri/sklearn.yaml index bf34599c31..74ae762156 100644 --- a/docs/samples/storage/uri/sklearn.yaml +++ b/docs/samples/storage/uri/sklearn.yaml @@ -1,9 +1,8 @@ -apiVersion: serving.kserve.io/v1alpha2 +apiVersion: serving.kserve.io/v1beta1 kind: InferenceService metadata: name: sklearn-from-uri spec: - default: - predictor: - sklearn: - storageUri: https://github.com/tduffy000/kfserving-uri-examples/blob/master/sklearn/frozen/model.joblib?raw=true + predictor: + sklearn: + storageUri: https://github.com/tduffy000/kfserving-uri-examples/blob/master/sklearn/frozen/model.joblib?raw=true diff --git a/docs/samples/storage/uri/tensorflow.yaml b/docs/samples/storage/uri/tensorflow.yaml index 063244846f..f38d3cb801 100644 --- a/docs/samples/storage/uri/tensorflow.yaml +++ b/docs/samples/storage/uri/tensorflow.yaml @@ -1,9 +1,8 @@ -apiVersion: serving.kserve.io/v1alpha2 +apiVersion: serving.kserve.io/v1beta1 kind: InferenceService metadata: name: tensorflow-from-uri spec: - default: - predictor: - tensorflow: - storageUri: https://raw.githubusercontent.com/tduffy000/kfserving-uri-examples/master/tensorflow/frozen/model_artifacts.tar.gz + predictor: + tensorflow: + storageUri: https://raw.githubusercontent.com/tduffy000/kfserving-uri-examples/master/tensorflow/frozen/model_artifacts.tar.gz diff --git a/docs/samples/v1beta1/sklearn/v1/sklearn-mixedtype-model/sklearn-mixedtype.yaml b/docs/samples/v1beta1/sklearn/v1/sklearn-mixedtype-model/sklearn-mixedtype.yaml index 2687d43883..0d6ff05b1b 100644 --- a/docs/samples/v1beta1/sklearn/v1/sklearn-mixedtype-model/sklearn-mixedtype.yaml +++ b/docs/samples/v1beta1/sklearn/v1/sklearn-mixedtype-model/sklearn-mixedtype.yaml @@ -5,4 +5,4 @@ metadata: spec: predictor: sklearn: - storageUri: "gs://kfserving-examples/models/sklearn/1.0/mixedtype" + storageUri: "gs://kfserving-examples/models/sklearn/1.3/mixedtype" diff --git a/go.mod b/go.mod index 57610ace27..b02f33c7e1 100644 --- a/go.mod +++ b/go.mod @@ -101,14 +101,14 @@ require ( go.opencensus.io v0.24.0 // indirect go.uber.org/atomic v1.11.0 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/crypto v0.9.0 // indirect + golang.org/x/crypto v0.12.0 // indirect golang.org/x/mod v0.10.0 // indirect - golang.org/x/net v0.10.0 // indirect + golang.org/x/net v0.14.0 // indirect golang.org/x/oauth2 v0.8.0 // indirect golang.org/x/sync v0.2.0 // indirect - golang.org/x/sys v0.8.0 // indirect - golang.org/x/term v0.8.0 // indirect - golang.org/x/text v0.9.0 // indirect + golang.org/x/sys v0.11.0 // indirect + golang.org/x/term v0.11.0 // indirect + golang.org/x/text v0.12.0 // indirect golang.org/x/time v0.3.0 // indirect golang.org/x/tools v0.8.0 // indirect golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect diff --git a/go.sum b/go.sum index c482074cf3..a0cac9ee6b 100644 --- a/go.sum +++ b/go.sum @@ -534,8 +534,8 @@ golang.org/x/crypto v0.0.0-20200220183623-bac4c82f6975/go.mod h1:LzIPMQfyMNhhGPh golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= golang.org/x/crypto v0.0.0-20220314234659-1baeb1ce4c0b/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= -golang.org/x/crypto v0.9.0 h1:LF6fAI+IutBocDJ2OT0Q1g8plpYljMZ4+lty+dsqw3g= -golang.org/x/crypto v0.9.0/go.mod h1:yrmDGqONDYtNj3tH8X9dzUun2m2lzPa9ngI6/RUPGR0= +golang.org/x/crypto v0.12.0 h1:tFM/ta59kqch6LlvYnPa0yx5a83cL2nHflFhYKvv9Yk= +golang.org/x/crypto v0.12.0/go.mod h1:NF0Gs7EO5K4qLn+Ylc+fih8BSTeIjAP05siRnAh98yw= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= @@ -616,8 +616,8 @@ golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= golang.org/x/net v0.1.0/go.mod h1:Cx3nUiGt4eDBEyega/BKRp+/AlGL8hYe7U9odMt2Cco= -golang.org/x/net v0.10.0 h1:X2//UzNDwYmtCLn7To6G58Wr6f5ahEAQgKNzv9Y951M= -golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg= +golang.org/x/net v0.14.0 h1:BONx9s002vGdD9umnlX1Po8vOZmrgH34qlHcD1MfK14= +golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -694,13 +694,13 @@ golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220908164124-27713097b956/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU= -golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.11.0 h1:eG7RXZHdqOJ1i+0lgLgCpSXAp6M3LYlAo6osgSi0xOM= +golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= golang.org/x/term v0.1.0/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= -golang.org/x/term v0.8.0 h1:n5xxQn2i3PC0yLAbjTpNT85q/Kgzcr2gIoX9OrJUols= -golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo= +golang.org/x/term v0.11.0 h1:F9tnn/DA/Im8nCwm+fX+1/eBwi4qFjRT++MhtVC4ZX0= +golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU= golang.org/x/text v0.0.0-20160726164857-2910a502d2bf/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= @@ -712,8 +712,8 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ= golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8= -golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE= -golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8= +golang.org/x/text v0.12.0 h1:k+n5B8goJNdU7hSvEtMUz3d1Q6D/XW4COJSJR6fN0mc= +golang.org/x/text v0.12.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= diff --git a/hack/generate-install.sh b/hack/generate-install.sh index 688cbcd1fb..45531a45f1 100755 --- a/hack/generate-install.sh +++ b/hack/generate-install.sh @@ -48,6 +48,7 @@ RELEASES=( "v0.10.1" "v0.11.0-rc0" "v0.11.0-rc1" + "v0.11.0" ) TAG=$1 @@ -65,7 +66,7 @@ RUNTIMES_INSTALL_PATH=$INSTALL_DIR/kserve-runtimes.yaml mkdir -p $INSTALL_DIR kustomize build config/default | sed s/:latest/:$TAG/ > $INSTALL_PATH kustomize build config/overlays/kubeflow | sed s/:latest/:$TAG/ > $KUBEFLOW_INSTALL_PATH -kustomize build config/runtimes | sed s/:latest/:$TAG/ >> $RUNTIMES_INSTALL_PATH +kustomize build config/runtimes | sed s/:latest/:$TAG/ > $RUNTIMES_INSTALL_PATH # Update ingressGateway in inferenceservice configmap as 'kubeflow/kubeflow-gateway' yq -i 'select(.metadata.name == "inferenceservice-config").data.ingress |= (fromjson | .ingressGateway = "kubeflow/kubeflow-gateway" | tojson)' $KUBEFLOW_INSTALL_PATH @@ -76,3 +77,4 @@ cp config/crd/serving.kserve.io_inferenceservices.yaml charts/kserve-crd/templat cp config/crd/serving.kserve.io_trainedmodels.yaml charts/kserve-crd/templates/serving.kserve.io_trainedmodels.yaml cp config/crd/serving.kserve.io_inferencegraphs.yaml charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml cp config/crd/serving.kserve.io_servingruntimes.yaml charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml +cp config/crd/serving.kserve.io_clusterstoragecontainers.yaml charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml diff --git a/hack/python-release.sh b/hack/python-release.sh index 799a7fb213..0e0707a1f3 100755 --- a/hack/python-release.sh +++ b/hack/python-release.sh @@ -16,7 +16,7 @@ do continue fi pushd "${folder}" - poetry install + poetry lock --no-update popd -done \ No newline at end of file +done diff --git a/hack/python-sdk/client-gen.sh b/hack/python-sdk/client-gen.sh index c2809165b8..71ef50eb03 100755 --- a/hack/python-sdk/client-gen.sh +++ b/hack/python-sdk/client-gen.sh @@ -37,8 +37,8 @@ java -jar ${SWAGGER_CODEGEN_JAR} generate -i ${SWAGGER_CODEGEN_FILE} -g python - # revert following files since they are diveraged from generated ones git checkout python/kserve/README.md git checkout python/kserve/kserve/__init__.py -git checkout python/kserve/setup.py -git checkout python/kserve/requirements.txt +# git checkout python/kserve/setup.py +# git checkout python/kserve/requirements.txt # Update kubernetes docs link. K8S_IMPORT_LIST=`cat hack/python-sdk/swagger_config.json|grep "V1" | awk -F"\"" '{print $2}'` diff --git a/hack/quick_install.sh b/hack/quick_install.sh index 99bef7cc27..e910dcf7fb 100755 --- a/hack/quick_install.sh +++ b/hack/quick_install.sh @@ -30,10 +30,10 @@ while getopts ":hsr" option; do esac done -export ISTIO_VERSION=1.16.2 +export ISTIO_VERSION=1.17.2 export KNATIVE_SERVING_VERSION=knative-v1.10.1 export KNATIVE_ISTIO_VERSION=knative-v1.10.0 -export KSERVE_VERSION=v0.11.0-rc1 +export KSERVE_VERSION=v0.11.0 export CERT_MANAGER_VERSION=v1.3.0 export SCRIPT_DIR="$( dirname -- "${BASH_SOURCE[0]}" )" diff --git a/install/v0.11.0/kserve-runtimes.yaml b/install/v0.11.0/kserve-runtimes.yaml new file mode 100644 index 0000000000..ed7cc42231 --- /dev/null +++ b/install/v0.11.0/kserve-runtimes.yaml @@ -0,0 +1,311 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-lgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/lgbserver:v0.11.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + supportedModelFormats: + - autoSelect: true + name: lightgbm + version: "3" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-mlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - env: + - name: MLSERVER_MODEL_IMPLEMENTATION + value: '{{.Labels.modelClass}}' + - name: MLSERVER_HTTP_PORT + value: "8080" + - name: MLSERVER_GRPC_PORT + value: "9000" + - name: MODELS_DIR + value: /mnt/models + image: docker.io/seldonio/mlserver:1.3.2 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + version: "0" + - autoSelect: true + name: xgboost + version: "1" + - autoSelect: true + name: lightgbm + version: "3" + - autoSelect: true + name: mlflow + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-paddleserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/paddleserver:v0.11.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + supportedModelFormats: + - autoSelect: true + name: paddle + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-pmmlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/pmmlserver:v0.11.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + supportedModelFormats: + - autoSelect: true + name: pmml + version: "3" + - autoSelect: true + name: pmml + version: "4" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-sklearnserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/sklearnserver:v0.11.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + supportedModelFormats: + - autoSelect: true + name: sklearn + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tensorflow-serving +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --port=9000 + - --rest_api_port=8080 + - --model_base_path=/mnt/models + - --rest_api_timeout_in_ms=60000 + command: + - /usr/bin/tensorflow_model_server + image: tensorflow/serving:2.6.2 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - grpc-v1 + supportedModelFormats: + - autoSelect: true + name: tensorflow + version: "1" + - autoSelect: true + name: tensorflow + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-torchserve +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8082" + containers: + - args: + - torchserve + - --start + - --model-store=/mnt/models/model-store + - --ts-config=/mnt/models/config/config.properties + env: + - name: TS_SERVICE_ENVELOPE + value: '{{.Labels.serviceEnvelope}}' + image: pytorch/torchserve-kfs:0.8.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + - grpc-v1 + supportedModelFormats: + - autoSelect: true + name: pytorch + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tritonserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8002" + containers: + - args: + - tritonserver + - --model-store=/mnt/models + - --grpc-port=9000 + - --http-port=8080 + - --allow-grpc=true + - --allow-http=true + image: nvcr.io/nvidia/tritonserver:23.05-py3 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: tensorrt + version: "8" + - autoSelect: true + name: tensorflow + version: "1" + - autoSelect: true + name: tensorflow + version: "2" + - autoSelect: true + name: onnx + version: "1" + - name: pytorch + version: "1" + - autoSelect: true + name: triton + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-xgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/xgbserver:v0.11.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + supportedModelFormats: + - autoSelect: true + name: xgboost + version: "1" diff --git a/install/v0.11.0/kserve.yaml b/install/v0.11.0/kserve.yaml new file mode 100644 index 0000000000..b94c9da02d --- /dev/null +++ b/install/v0.11.0/kserve.yaml @@ -0,0 +1,20838 @@ +apiVersion: v1 +kind: Namespace +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + istio-injection: disabled + name: kserve +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + controller-gen.kubebuilder.io/version: v0.12.0 + name: inferenceservices.serving.kserve.io +spec: + conversion: + strategy: Webhook + webhook: + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /convert + conversionReviewVersions: + - v1beta1 + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + preserveUnknownFields: false + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + alibi: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve-controller-manager + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + name: kserve-leader-election-role + namespace: kserve +rules: +- apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete +- apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch +- apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-manager-role +rules: +- apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - list + - update + - watch +- apiGroups: + - "" + resources: + - events + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - namespaces + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - pods + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - secrets + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - serviceaccounts + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update +- apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - inferencegraphs + - inferencegraphs/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - inferencegraphs/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - servingruntimes + - servingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - servingruntimes/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-proxy-role +rules: +- apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create +- apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + name: kserve-leader-election-rolebinding + namespace: kserve +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# + \ EXAMPLE CONFIGURATION #\n# #\n################################\n\n# + This block is not actually functional configuration,\n# but serves to illustrate + the available configuration\n# options and document them in a way that is accessible\n# + to users that `kubectl edit` this config map.\n#\n# These sample configuration + options may be copied out of\n# this example block and unindented to be in the + data block\n# to actually change the configuration.\n\n# ====================================== + EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: + |-\n {\n \"alibi\": {\n \"image\" : \"kserve/alibi-explainer\",\n + \ \"defaultImageVersion\": \"latest\"\n },\n \"art\": {\n \"image\" + : \"kserve/art-explainer\",\n \"defaultImageVersion\": \"latest\"\n }\n + \ }\n# Alibi and Art Explainer runtime configuration\n explainers: |-\n {\n + \ # Alibi explainer runtime configuration\n \"alibi\": {\n # + image contains the default Alibi explainer serving runtime image uri.\n \"image\" + : \"kserve/alibi-explainer\",\n \n # defautltImageVersion + contains the Alibi explainer serving runtime default image version.\n \"defaultImageVersion\": + \"latest\"\n },\n # Art explainer runtime configuration\n \"art\": + {\n # image contains the default Art explainer serving runtime image + uri.\n \"image\" : \"kserve/art-explainer\",\n \n # defautltImageVersion + contains the Art explainer serving runtime default image version.\n \"defaultImageVersion\": + \"latest\"\n }\n }\n \n # ====================================== STORAGE + INITIALIZER CONFIGURATION ======================================\n # Example\n + storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.11.0\",\n + \ \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": + \"100m\",\n \"cpuLimit\": \"1\",\n \"enableDirectPvcVolumeMount\": + false\n }\n storageInitializer: |-\n {\n # image contains the default + storage initializer image uri.\n \"image\" : \"kserve/storage-initializer:v0.11.0\",\n + \ \n # memoryRequest is the requests.memory to set for the storage + initializer init container.\n \"memoryRequest\": \"100Mi\",\n \n # + memoryLimit is the limits.memory to set for the storage initializer init container.\n + \ \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu + to set for the storage initializer init container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the storage initializer + init container.\n \"cpuLimit\": \"1\",\n \n # enableDirectPvcVolumeMount + controls whether users can mount pvc volumes directly.\n # if pvc volume + is provided in storageuri then the pvc volume is directly mounted to /mnt/models + in the user container.\n # rather than symlink it to a shared volume. For + more info see https://github.com/kserve/kserve/issues/2737\n \"enableDirectPvcVolumeMount\": + false\n }\n \n # ====================================== CREDENTIALS ======================================\n + # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n + \ \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n + \ \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n + \ \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": + \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": + \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAnonymousCredential\": + \"\",\n \"s3CABundle\": \"\"\n }\n }\n # This is a global configuration + used for downloading models from the cloud storage.\n # You can override this + configuration by specifying the annotations on service account or static secret.\n + # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n # For + a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n + #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used + from this configmap when static credentials (IAM User Access Key Secret)\n # are + used as the authentication method for AWS S3.\n # The rest of the fields are used + in both authentication methods (IAM Role for Service Account & IAM User Access + Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # + storageSpecSecretName contains the secret name which has the credentials for downloading + the model.\n # This option is used when specifying the storage spec on isvc + yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation + can be specified on isvc yaml to allow overriding with the secret name reference + from the annotation value.\n # When using storageUri the order of the precedence + is: secret name reference annotation > secret name references from service account\n + \ # When using storageSpec the order of the precedence is: secret name reference + annotation > storageSpecSecretName in configmap\n\n # Configuration for google + cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the + filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \n # Configuration for aws s3 storage. This add the corresponding + environmental variables to the storage initializer init container.\n # For + more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + \ \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id + name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # + s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": + \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 + endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps + controls whether to use secure https or unsecure http to download models.\n # + Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # + s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n + \ \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n + \ \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures + whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n + \ \n # s3UseAnonymousCredential configures whether to use anonymous + credentials to download the model or not.\n \"s3UseAnonymousCredential\": + \"\",\n \n # s3CABundle specifies the path to a certificate + bundle to use for HTTPS certificate validation.\n \"s3CABundle\": \"\"\n + \ }\n }\n \n # ====================================== INGRESS CONFIGURATION + ======================================\n # Example\n ingress: |-\n {\n \"ingressGateway\" + : \"knative-serving/knative-ingress-gateway\",\n \"ingressService\" : \"istio-ingressgateway.istio-system.svc.cluster.local\",\n + \ \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" + : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" + \ : \"example.com\",\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": + \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": + \"http\",\n \"disableIstioVirtualHost\": false\n }\n ingress: |-\n {\n + \ # ingressGateway specifies the ingress gateway to serve external traffic.\n + \ # The gateway should be specified in format /\n # NOTE: This configuration only applicable for serverless deployment + with Istio configured as network layer.\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n + \n # ingressService specifies the hostname of the ingress service.\n # + NOTE: This configuration only applicable for serverless deployment with Istio + configured as network layer.\n \"ingressService\" : \"istio-ingressgateway.istio-system.svc.cluster.local\",\n + \n # localGateway specifies the gateway which handles the network traffic + within the cluster.\n # NOTE: This configuration only applicable for serverless + deployment with Istio configured as network layer.\n \"localGateway\" : + \"knative-serving/knative-local-gateway\",\n \n # localGatewayService specifies + the hostname of the local gateway service.\n # NOTE: This configuration + only applicable for serverless deployment with Istio configured as network layer.\n + \ \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n + \n # ingressDomain specifies the domain name which is used for creating + the url.\n # If ingressDomain is empty then example.com is used as default + domain.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"ingressDomain\" : \"example.com\",\n \n # ingressClassName specifies + the ingress controller to use for ingress traffic.\n # This is optional + and if omitted the default ingress in the cluster is used.\n # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n + \ # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" + : \"istio\",\n \n # domainTemplate specifies the template for generating + domain/url for each inference service by combining variable from:\n # Name + of the inference service ( {{ .Name}} )\n # Namespace of the inference + service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ + .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key + }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template + is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} + is used.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n + \n # urlScheme specifies the url scheme to use for inference service and + inference graph.\n # If urlScheme is empty then by default http is used.\n + \ \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls + whether to use istio as network layer.\n # By default istio is used as the + network layer. When DisableIstioVirtualHost is true, KServe does not\n # + create the top level virtual service thus Istio is no longer required for serverless + mode.\n # By setting this field to true, user can use other networking layers + supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, + https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n + \ # NOTE: This configuration is only applicable to serverless deployment.\n + \ \"disableIstioVirtualHost\": false\n \n # pathTemplate specifies + the template for generating path based url for each inference service.\n # + The following variables can be used in the template for generating url.\n # + Name of the inference service ( {{ .Name}} )\n # Namespace of the inference + service ( {{ .Namespace }} )\n # For more info https://github.com/kserve/kserve/issues/2257.\n + \ # NOTE: This configuration only applicable to serverless deployment.\n + \ \"pathTemplate\": \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n + # ====================================== LOGGER CONFIGURATION ======================================\n + # Example\n logger: |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n logger: |-\n {\n # image contains the default logger image uri.\n + \ \"image\" : \"kserve/agent:v0.11.0\",\n \n # memoryRequest is the + requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n + \ \n # memoryLimit is the limits.memory to set for the logger container.\n + \ \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu + to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n + \ # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": + \"1\",\n \n # defaultUrl specifies the default logger url. If logger + is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n + # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": + \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": + \"1\"\n }\n batcher: |-\n {\n # image contains the default batcher image + uri.\n \"image\" : \"kserve/agent:v0.11.0\",\n \n # memoryRequest + is the requests.memory to set for the batcher container.\n \"memoryRequest\": + \"1Gi\",\n \n # memoryLimit is the limits.memory to set for the batcher + container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is + the requests.cpu to set for the batcher container.\n \"cpuRequest\": \"1\",\n + \ \n # cpuLimit is the limits.cpu to set for the batcher container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + AGENT CONFIGURATION ======================================\n # Example\n agent: + |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the + default agent image uri.\n \"image\" : \"kserve/agent:v0.11.0\",\n \n # + memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent + container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is + the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the agent container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + ROUTER CONFIGURATION ======================================\n # Example\n router: + |-\n {\n \"image\" : \"kserve/router:v0.11.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\"\n }\n # router is the implementation of inference + graph.\n router: |-\n {\n # image contains the default router image uri.\n + \ \"image\" : \"kserve/router:v0.11.0\",\n \n # memoryRequest + is the requests.memory to set for the router container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the + router container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest + is the requests.cpu to set for the router container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the router container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + DEPLOYMENT CONFIGURATION ======================================\n # Example\n + deploy: |-\n {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: + |-\n {\n # defaultDeploymentMode specifies the default deployment mode of + the kserve. The supported values are\n # Serverless, RawDeployment and ModelMesh. + Users can override the deployment mode at service level\n # by adding the + annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit\n + \ # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n + \ # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n + \ # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": + \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION + ======================================\n # Example\n metricsAggregator: |-\n {\n + \ \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" + : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n + metricsAggregator: |-\n {\n # enableMetricAggregation configures metric + aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation + to every\n # service with the specified boolean value. If true enables metric + aggregation in queue-proxy by setting env vars in the queue proxy container\n + \ # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n + \ \n # enablePrometheusScraping configures metric aggregation annotation. + This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n + \ # service with the specified boolean value. If true, prometheus annotations + are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n + \ # the prometheus port is set with the default prometheus scraping port 9090, + otherwise the prometheus port annotation is set with the metric aggregation port.\n + \ \"enablePrometheusScraping\" : \"false\"\n }" + agent: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "alibi": { + "image" : "kserve/alibi-explainer", + "defaultImageVersion": "latest" + }, + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false + } + logger: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "enableDirectPvcVolumeMount": false + } +kind: ConfigMap +metadata: + name: inferenceservice-config + namespace: kserve +--- +apiVersion: v1 +kind: Secret +metadata: + name: kserve-webhook-server-secret + namespace: kserve +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kserve +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kserve +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + name: kserve-webhook-server-service + namespace: kserve +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.11.0 + imagePullPolicy: Always + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: serving-cert + namespace: kserve +spec: + commonName: kserve-webhook-server-service.kserve.svc + dnsNames: + - kserve-webhook-server-service.kserve.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + name: selfsigned-issuer + namespace: kserve +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +- admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + - UPDATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferencegraph.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: trainedmodel.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.11.0/kserve_kubeflow.yaml b/install/v0.11.0/kserve_kubeflow.yaml new file mode 100644 index 0000000000..53d73a2b2b --- /dev/null +++ b/install/v0.11.0/kserve_kubeflow.yaml @@ -0,0 +1,20788 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservices.serving.kserve.io +spec: + conversion: + strategy: Webhook + webhook: + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /convert + conversionReviewVersions: + - v1beta1 + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + preserveUnknownFields: false + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + alibi: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-role + namespace: kubeflow +rules: + - apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete + - apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch + - apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-role +rules: + - apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - list + - update + - watch + - apiGroups: + - "" + resources: + - events + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - namespaces + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - pods + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - secrets + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - serviceaccounts + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update + - apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - inferencegraphs + - inferencegraphs/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - inferencegraphs/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - servingruntimes + - servingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - servingruntimes/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-role +rules: + - apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create + - apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +aggregationRule: + clusterRoleSelectors: + - matchLabels: + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-admin: "true" + name: kubeflow-kserve-admin +rules: [] +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-edit: "true" + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" + name: kubeflow-kserve-edit +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-view: "true" + name: kubeflow-kserve-view +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-rolebinding + namespace: kubeflow +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# EXAMPLE CONFIGURATION #\n# #\n################################\n\n# This block is not actually functional configuration,\n# but serves to illustrate the available configuration\n# options and document them in a way that is accessible\n# to users that `kubectl edit` this config map.\n#\n# These sample configuration options may be copied out of\n# this example block and unindented to be in the data block\n# to actually change the configuration.\n\n# ====================================== EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: |-\n {\n \"alibi\": {\n \"image\" : \"kserve/alibi-explainer\",\n \"defaultImageVersion\": \"latest\"\n },\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": \"latest\"\n }\n }\n# Alibi and Art Explainer runtime configuration\n explainers: |-\n {\n # Alibi explainer runtime configuration\n \"alibi\": {\n # image contains the default Alibi explainer serving runtime image uri.\n \"image\" : \"kserve/alibi-explainer\",\n \n # defautltImageVersion contains the Alibi explainer serving runtime default image version.\n \"defaultImageVersion\": \"latest\"\n },\n # Art explainer runtime configuration\n \"art\": {\n # image contains the default Art explainer serving runtime image uri.\n \"image\" : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the Art explainer serving runtime default image version.\n \"defaultImageVersion\": \"latest\"\n }\n }\n \n # ====================================== STORAGE INITIALIZER CONFIGURATION ======================================\n # Example\n storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.11.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"enableDirectPvcVolumeMount\": false\n }\n storageInitializer: |-\n {\n # image contains the default storage initializer image uri.\n \"image\" : \"kserve/storage-initializer:v0.11.0\",\n \n # memoryRequest is the requests.memory to set for the storage initializer init container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the storage initializer init container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n \n # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container.\n # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n \"enableDirectPvcVolumeMount\": false\n }\n \n # ====================================== CREDENTIALS ======================================\n # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": \"\"\n }\n }\n # This is a global configuration used for downloading models from the cloud storage.\n # You can override this configuration by specifying the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret)\n # are used as the authentication method for AWS S3.\n # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # storageSpecSecretName contains the secret name which has the credentials for downloading the model.\n # This option is used when specifying the storage spec on isvc yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value.\n # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account\n # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap\n\n # Configuration for google cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \n # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container.\n # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps controls whether to use secure https or unsecure http to download models.\n # Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n \n # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not.\n \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation.\n \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== INGRESS CONFIGURATION ======================================\n # Example\n ingress: |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \"ingressService\" : \"istio-ingressgateway.istio-system.svc.cluster.local\",\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" : \"example.com\",\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": \"http\",\n \"disableIstioVirtualHost\": false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress gateway to serve external traffic.\n # The gateway should be specified in format /\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n # ingressService specifies the hostname of the ingress service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"ingressService\" : \"istio-ingressgateway.istio-system.svc.cluster.local\",\n \n # localGateway specifies the gateway which handles the network traffic within the cluster.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \n # localGatewayService specifies the hostname of the local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \n # ingressDomain specifies the domain name which is used for creating the url.\n # If ingressDomain is empty then example.com is used as default domain.\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressDomain\" : \"example.com\",\n \n # ingressClassName specifies the ingress controller to use for ingress traffic.\n # This is optional and if omitted the default ingress in the cluster is used.\n # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" : \"istio\",\n \n # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from:\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used.\n # NOTE: This configuration only applicable for raw deployment.\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \n # urlScheme specifies the url scheme to use for inference service and inference graph.\n # If urlScheme is empty then by default http is used.\n \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls whether to use istio as network layer.\n # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not\n # create the top level virtual service thus Istio is no longer required for serverless mode.\n # By setting this field to true, user can use other networking layers supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n # NOTE: This configuration is only applicable to serverless deployment.\n \"disableIstioVirtualHost\": false\n \n # pathTemplate specifies the template for generating path based url for each inference service.\n # The following variables can be used in the template for generating url.\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # For more info https://github.com/kserve/kserve/issues/2257.\n # NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== LOGGER CONFIGURATION ======================================\n # Example\n logger: |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n }\n logger: |-\n {\n # image contains the default logger image uri.\n \"image\" : \"kserve/agent:v0.11.0\",\n \n # memoryRequest is the requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the logger container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": \"1\",\n \n # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": \"1\"\n }\n batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" : \"kserve/agent:v0.11.0\",\n \n # memoryRequest is the requests.memory to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu to set for the batcher container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== AGENT CONFIGURATION ======================================\n # Example\n agent: |-\n {\n \"image\" : \"kserve/agent:v0.11.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the default agent image uri.\n \"image\" : \"kserve/agent:v0.11.0\",\n \n # memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the agent container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== ROUTER CONFIGURATION ======================================\n # Example\n router: |-\n {\n \"image\" : \"kserve/router:v0.11.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\"\n }\n # router is the implementation of inference graph.\n router: |-\n {\n # image contains the default router image uri.\n \"image\" : \"kserve/router:v0.11.0\",\n \n # memoryRequest is the requests.memory to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the router container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== DEPLOYMENT CONFIGURATION ======================================\n # Example\n deploy: |-\n {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are\n # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level\n # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION ======================================\n # Example\n metricsAggregator: |-\n {\n \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n metricsAggregator: |-\n {\n # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container\n # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n \n # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port.\n \"enablePrometheusScraping\" : \"false\"\n }" + agent: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "alibi": { + "image" : "kserve/alibi-explainer", + "defaultImageVersion": "latest" + }, + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway": "kubeflow/kubeflow-gateway", + "ingressService": "istio-ingressgateway.istio-system.svc.cluster.local", + "localGateway": "knative-serving/knative-local-gateway", + "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain": "example.com", + "ingressClassName": "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false + } + logger: |- + { + "image" : "kserve/agent:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.11.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "enableDirectPvcVolumeMount": false + } +kind: ConfigMap +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice-config + namespace: kubeflow +--- +apiVersion: v1 +kind: Secret +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-secret + namespace: kubeflow +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kubeflow +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kubeflow +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-service + namespace: kubeflow +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + sidecar.istio.io/inject: "false" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.11.0 + imagePullPolicy: Always + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: serving-cert + namespace: kubeflow +spec: + commonName: kserve-webhook-server-service.kubeflow.svc + dnsNames: + - kserve-webhook-server-service.kubeflow.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: selfsigned-issuer + namespace: kubeflow +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None + - admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + - UPDATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraph.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodel.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + caBundle: Cg== + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/pkg/apis/serving/v1alpha1/storage_container_types.go b/pkg/apis/serving/v1alpha1/storage_container_types.go new file mode 100644 index 0000000000..bc31203160 --- /dev/null +++ b/pkg/apis/serving/v1alpha1/storage_container_types.go @@ -0,0 +1,92 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + "regexp" + "strings" + + corev1 "k8s.io/api/core/v1" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" +) + +// StorageContainerSpec defines the container spec for the storage initializer init container, and the protocols it supports. +// +k8s:openapi-gen=true +type StorageContainerSpec struct { + // Container spec for the storage initializer init container + Container corev1.Container `json:"container" validate:"required"` + + // List of URI formats that this container supports + SupportedUriFormats []SupportedUriFormat `json:"supportedUriFormats" validate:"required"` +} + +// SupportedUriFormat can be either prefix or regex. Todo: Add validation that only one of them is set. +// +k8s:openapi-gen=true +type SupportedUriFormat struct { + Prefix string `json:"prefix,omitempty"` + Regex string `json:"regex,omitempty"` +} + +// +k8s:openapi-gen=true +// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +// +genclient +// +kubebuilder:object:root=true +// +kubebuilder:resource:scope="Cluster" +type ClusterStorageContainer struct { + metav1.TypeMeta `json:",inline"` + metav1.ObjectMeta `json:"metadata,omitempty"` + + Spec StorageContainerSpec `json:"spec,omitempty"` + + // +optional + Disabled *bool `json:"disabled,omitempty"` +} + +// +k8s:openapi-gen=true +// +kubebuilder:object:root=true +type ClusterStorageContainerList struct { + metav1.TypeMeta `json:",inline"` + metav1.ListMeta `json:"metadata,omitempty"` + Items []ClusterStorageContainer `json:"items" validate:"required"` +} + +func init() { + SchemeBuilder.Register(&ClusterStorageContainer{}, &ClusterStorageContainerList{}) +} + +func (sc *ClusterStorageContainer) IsDisabled() bool { + return sc.Disabled != nil && *sc.Disabled +} + +func (spec *StorageContainerSpec) IsStorageUriSupported(storageUri string) (bool, error) { + for _, supportedUriFormat := range spec.SupportedUriFormats { + if supportedUriFormat.Prefix != "" { + if strings.HasPrefix(storageUri, supportedUriFormat.Prefix) { + return true, nil + } + } else if supportedUriFormat.Regex != "" { + match, err := regexp.MatchString(supportedUriFormat.Regex, storageUri) + if err != nil { + return false, err + } + if match { + return true, nil + } + } + } + return false, nil +} diff --git a/pkg/apis/serving/v1alpha1/storage_container_types_test.go b/pkg/apis/serving/v1alpha1/storage_container_types_test.go new file mode 100644 index 0000000000..544f065ebd --- /dev/null +++ b/pkg/apis/serving/v1alpha1/storage_container_types_test.go @@ -0,0 +1,90 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + "testing" + + "github.com/onsi/gomega" + v1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/api/resource" +) + +func TestStorageContainerSpec_IsStorageUriSupported(t *testing.T) { + g := gomega.NewGomegaWithT(t) + customSpec := StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/custom:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + SupportedUriFormats: []SupportedUriFormat{{Prefix: "custom://"}}, + } + s3AzureSpec := StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/storage-initializer:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + SupportedUriFormats: []SupportedUriFormat{{Prefix: "s3://"}, {Regex: "https://(.+?).blob.core.windows.net/(.+)"}}, + } + cases := []struct { + name string + spec StorageContainerSpec + storageUri string + supported bool + }{ + { + name: "custom spec supports custom protocol", + spec: customSpec, + storageUri: "custom://abc.com/model.pt", + supported: true, + }, + { + name: "s3Azure spec supports Azure", + spec: s3AzureSpec, + storageUri: "https://account.blob.core.windows.net/myblob", + supported: true, + }, + { + name: "custom spec does not support Azure", + spec: s3AzureSpec, + storageUri: "https://account.blob.core.windoes.net/myblob", + supported: false, + }, + { + name: "s3Azure spec supports s3", + spec: s3AzureSpec, + storageUri: "s3://mybucket/mykey", + supported: true, + }, + } + + for _, tc := range cases { + t.Run(tc.name, func(t *testing.T) { + supported, err := tc.spec.IsStorageUriSupported(tc.storageUri) + g.Expect(err).To(gomega.BeNil()) + g.Expect(supported).To(gomega.Equal(tc.supported)) + }) + } +} diff --git a/pkg/apis/serving/v1alpha1/v1alpha1.go b/pkg/apis/serving/v1alpha1/v1alpha1.go index c99bf4c032..69eae90c0e 100644 --- a/pkg/apis/serving/v1alpha1/v1alpha1.go +++ b/pkg/apis/serving/v1alpha1/v1alpha1.go @@ -18,7 +18,7 @@ limitations under the License. // Package v1alpha1 contains API Schema definitions for the serving v1alpha1 API group // +k8s:openapi-gen=true -// +k8s:deepcopy-gen=package,register +// +kubebuilder:object:generate=true // +k8s:conversion-gen=kserve/pkg/apis/serving // +k8s:defaulter-gen=TypeMeta // +groupName=serving.kserve.io diff --git a/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go b/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go index 3fa2af063d..c7421b9972 100644 --- a/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go +++ b/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go @@ -110,6 +110,69 @@ func (in *ClusterServingRuntimeList) DeepCopyObject() runtime.Object { return nil } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterStorageContainer) DeepCopyInto(out *ClusterStorageContainer) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ObjectMeta.DeepCopyInto(&out.ObjectMeta) + in.Spec.DeepCopyInto(&out.Spec) + if in.Disabled != nil { + in, out := &in.Disabled, &out.Disabled + *out = new(bool) + **out = **in + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterStorageContainer. +func (in *ClusterStorageContainer) DeepCopy() *ClusterStorageContainer { + if in == nil { + return nil + } + out := new(ClusterStorageContainer) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *ClusterStorageContainer) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterStorageContainerList) DeepCopyInto(out *ClusterStorageContainerList) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ListMeta.DeepCopyInto(&out.ListMeta) + if in.Items != nil { + in, out := &in.Items, &out.Items + *out = make([]ClusterStorageContainer, len(*in)) + for i := range *in { + (*in)[i].DeepCopyInto(&(*out)[i]) + } + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterStorageContainerList. +func (in *ClusterStorageContainerList) DeepCopy() *ClusterStorageContainerList { + if in == nil { + return nil + } + out := new(ClusterStorageContainerList) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *ClusterStorageContainerList) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *InferenceGraph) DeepCopyInto(out *InferenceGraph) { *out = *in @@ -501,6 +564,27 @@ func (in *ServingRuntimeStatus) DeepCopy() *ServingRuntimeStatus { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *StorageContainerSpec) DeepCopyInto(out *StorageContainerSpec) { + *out = *in + in.Container.DeepCopyInto(&out.Container) + if in.SupportedUriFormats != nil { + in, out := &in.SupportedUriFormats, &out.SupportedUriFormats + *out = make([]SupportedUriFormat, len(*in)) + copy(*out, *in) + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new StorageContainerSpec. +func (in *StorageContainerSpec) DeepCopy() *StorageContainerSpec { + if in == nil { + return nil + } + out := new(StorageContainerSpec) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *StorageHelper) DeepCopyInto(out *StorageHelper) { *out = *in @@ -557,6 +641,21 @@ func (in *SupportedRuntime) DeepCopy() *SupportedRuntime { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *SupportedUriFormat) DeepCopyInto(out *SupportedUriFormat) { + *out = *in +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SupportedUriFormat. +func (in *SupportedUriFormat) DeepCopy() *SupportedUriFormat { + if in == nil { + return nil + } + out := new(SupportedUriFormat) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *TrainedModel) DeepCopyInto(out *TrainedModel) { *out = *in diff --git a/pkg/apis/serving/v1beta1/inference_service_status.go b/pkg/apis/serving/v1beta1/inference_service_status.go index 431f5b850e..ac4000aaaf 100644 --- a/pkg/apis/serving/v1beta1/inference_service_status.go +++ b/pkg/apis/serving/v1beta1/inference_service_status.go @@ -34,7 +34,8 @@ type InferenceServiceStatus struct { // - PredictorReady: predictor readiness condition;
// - TransformerReady: transformer readiness condition;
// - ExplainerReady: explainer readiness condition;
- // - RoutesReady: aggregated routing condition;
+ // - RoutesReady (serverless mode only): aggregated routing condition, i.e. endpoint readiness condition;
+ // - LatestDeploymentReady (serverless mode only): aggregated configuration condition, i.e. latest deployment readiness condition;
// - Ready: aggregated condition;
duckv1.Status `json:",inline"` // Addressable endpoint for the InferenceService diff --git a/pkg/apis/serving/v1beta1/openapi_generated.go b/pkg/apis/serving/v1beta1/openapi_generated.go index cc1739e2c1..8aae5fec4f 100644 --- a/pkg/apis/serving/v1beta1/openapi_generated.go +++ b/pkg/apis/serving/v1beta1/openapi_generated.go @@ -1150,7 +1150,6 @@ func schema_pkg_apis_serving_v1alpha1_SupportedModelFormat(ref common.ReferenceC }, }, }, - }, }, } @@ -3765,7 +3764,6 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference }, }, }, - }, }, Dependencies: []string{ @@ -4996,7 +4994,6 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) }, }, }, - }, }, Dependencies: []string{ @@ -5081,7 +5078,6 @@ func schema_pkg_apis_serving_v1beta1_ModelFormat(ref common.ReferenceCallback) c }, }, }, - }, }, } @@ -5706,7 +5702,6 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac }, }, }, - }, }, Dependencies: []string{ @@ -5979,7 +5974,6 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm }, }, }, - }, }, Dependencies: []string{ @@ -6251,7 +6245,6 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba }, }, }, - }, }, Dependencies: []string{ @@ -6974,7 +6967,6 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference }, }, }, - }, }, Dependencies: []string{ @@ -7850,7 +7842,6 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c }, }, }, - }, }, Dependencies: []string{ @@ -8172,7 +8163,6 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) }, }, }, - }, }, Dependencies: []string{ @@ -8445,7 +8435,6 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback }, }, }, - }, }, Dependencies: []string{ @@ -9261,7 +9250,6 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co }, }, }, - }, }, Dependencies: []string{ @@ -9534,7 +9522,6 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c }, }, }, - }, }, Dependencies: []string{ diff --git a/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go b/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go index 00021c8006..9936f9a492 100644 --- a/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go +++ b/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go @@ -17,24 +17,23 @@ See the License for the specific language governing permissions and limitations under the License. */ -// Code generated by deepcopy-gen. DO NOT EDIT. +// Code generated by controller-gen. DO NOT EDIT. package v1beta1 import ( - constants "github.com/kserve/kserve/pkg/constants" + "github.com/kserve/kserve/pkg/constants" corev1 "k8s.io/api/core/v1" - runtime "k8s.io/apimachinery/pkg/runtime" - apis "knative.dev/pkg/apis" - duckv1 "knative.dev/pkg/apis/duck/v1" - v1 "knative.dev/serving/pkg/apis/serving/v1" + "k8s.io/apimachinery/pkg/runtime" + "knative.dev/pkg/apis" + "knative.dev/pkg/apis/duck/v1" + servingv1 "knative.dev/serving/pkg/apis/serving/v1" ) // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ARTExplainerSpec) DeepCopyInto(out *ARTExplainerSpec) { *out = *in in.ExplainerExtensionSpec.DeepCopyInto(&out.ExplainerExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ARTExplainerSpec. @@ -51,7 +50,6 @@ func (in *ARTExplainerSpec) DeepCopy() *ARTExplainerSpec { func (in *AlibiExplainerSpec) DeepCopyInto(out *AlibiExplainerSpec) { *out = *in in.ExplainerExtensionSpec.DeepCopyInto(&out.ExplainerExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new AlibiExplainerSpec. @@ -82,7 +80,6 @@ func (in *Batcher) DeepCopyInto(out *Batcher) { *out = new(int) **out = **in } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Batcher. @@ -152,7 +149,6 @@ func (in *ComponentExtensionSpec) DeepCopyInto(out *ComponentExtensionSpec) { (*out)[key] = val } } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ComponentExtensionSpec. @@ -170,7 +166,7 @@ func (in *ComponentStatusSpec) DeepCopyInto(out *ComponentStatusSpec) { *out = *in if in.Traffic != nil { in, out := &in.Traffic, &out.Traffic - *out = make([]v1.TrafficTarget, len(*in)) + *out = make([]servingv1.TrafficTarget, len(*in)) for i := range *in { (*in)[i].DeepCopyInto(&(*out)[i]) } @@ -192,10 +188,9 @@ func (in *ComponentStatusSpec) DeepCopyInto(out *ComponentStatusSpec) { } if in.Address != nil { in, out := &in.Address, &out.Address - *out = new(duckv1.Addressable) + *out = new(v1.Addressable) (*in).DeepCopyInto(*out) } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ComponentStatusSpec. @@ -212,7 +207,6 @@ func (in *ComponentStatusSpec) DeepCopy() *ComponentStatusSpec { func (in *CustomExplainer) DeepCopyInto(out *CustomExplainer) { *out = *in in.PodSpec.DeepCopyInto(&out.PodSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CustomExplainer. @@ -229,7 +223,6 @@ func (in *CustomExplainer) DeepCopy() *CustomExplainer { func (in *CustomPredictor) DeepCopyInto(out *CustomPredictor) { *out = *in in.PodSpec.DeepCopyInto(&out.PodSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CustomPredictor. @@ -246,7 +239,6 @@ func (in *CustomPredictor) DeepCopy() *CustomPredictor { func (in *CustomTransformer) DeepCopyInto(out *CustomTransformer) { *out = *in in.PodSpec.DeepCopyInto(&out.PodSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CustomTransformer. @@ -259,38 +251,6 @@ func (in *CustomTransformer) DeepCopy() *CustomTransformer { return out } -// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. -func (in *DeployConfig) DeepCopyInto(out *DeployConfig) { - *out = *in - return -} - -// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeployConfig. -func (in *DeployConfig) DeepCopy() *DeployConfig { - if in == nil { - return nil - } - out := new(DeployConfig) - in.DeepCopyInto(out) - return out -} - -// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. -func (in *ExplainerConfig) DeepCopyInto(out *ExplainerConfig) { - *out = *in - return -} - -// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExplainerConfig. -func (in *ExplainerConfig) DeepCopy() *ExplainerConfig { - if in == nil { - return nil - } - out := new(ExplainerConfig) - in.DeepCopyInto(out) - return out -} - // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ExplainerExtensionSpec) DeepCopyInto(out *ExplainerExtensionSpec) { *out = *in @@ -312,7 +272,6 @@ func (in *ExplainerExtensionSpec) DeepCopyInto(out *ExplainerExtensionSpec) { *out = new(StorageSpec) (*in).DeepCopyInto(*out) } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExplainerExtensionSpec. @@ -340,7 +299,6 @@ func (in *ExplainerSpec) DeepCopyInto(out *ExplainerSpec) { } in.PodSpec.DeepCopyInto(&out.PodSpec) in.ComponentExtensionSpec.DeepCopyInto(&out.ComponentExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExplainerSpec. @@ -353,24 +311,6 @@ func (in *ExplainerSpec) DeepCopy() *ExplainerSpec { return out } -// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. -func (in *ExplainersConfig) DeepCopyInto(out *ExplainersConfig) { - *out = *in - out.AlibiExplainer = in.AlibiExplainer - out.ARTExplainer = in.ARTExplainer - return -} - -// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExplainersConfig. -func (in *ExplainersConfig) DeepCopy() *ExplainersConfig { - if in == nil { - return nil - } - out := new(ExplainersConfig) - in.DeepCopyInto(out) - return out -} - // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *FailureInfo) DeepCopyInto(out *FailureInfo) { *out = *in @@ -378,7 +318,6 @@ func (in *FailureInfo) DeepCopyInto(out *FailureInfo) { in, out := &in.Time, &out.Time *out = (*in).DeepCopy() } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FailureInfo. @@ -398,7 +337,6 @@ func (in *InferenceService) DeepCopyInto(out *InferenceService) { in.ObjectMeta.DeepCopyInto(&out.ObjectMeta) in.Spec.DeepCopyInto(&out.Spec) in.Status.DeepCopyInto(&out.Status) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceService. @@ -431,7 +369,6 @@ func (in *InferenceServiceList) DeepCopyInto(out *InferenceServiceList) { (*in)[i].DeepCopyInto(&(*out)[i]) } } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceServiceList. @@ -466,7 +403,6 @@ func (in *InferenceServiceSpec) DeepCopyInto(out *InferenceServiceSpec) { *out = new(TransformerSpec) (*in).DeepCopyInto(*out) } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceServiceSpec. @@ -485,7 +421,7 @@ func (in *InferenceServiceStatus) DeepCopyInto(out *InferenceServiceStatus) { in.Status.DeepCopyInto(&out.Status) if in.Address != nil { in, out := &in.Address, &out.Address - *out = new(duckv1.Addressable) + *out = new(v1.Addressable) (*in).DeepCopyInto(*out) } if in.URL != nil { @@ -501,7 +437,6 @@ func (in *InferenceServiceStatus) DeepCopyInto(out *InferenceServiceStatus) { } } in.ModelStatus.DeepCopyInto(&out.ModelStatus) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceServiceStatus. @@ -514,49 +449,10 @@ func (in *InferenceServiceStatus) DeepCopy() *InferenceServiceStatus { return out } -// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. -func (in *InferenceServicesConfig) DeepCopyInto(out *InferenceServicesConfig) { - *out = *in - out.Explainers = in.Explainers - return -} - -// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new InferenceServicesConfig. -func (in *InferenceServicesConfig) DeepCopy() *InferenceServicesConfig { - if in == nil { - return nil - } - out := new(InferenceServicesConfig) - in.DeepCopyInto(out) - return out -} - -// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. -func (in *IngressConfig) DeepCopyInto(out *IngressConfig) { - *out = *in - if in.IngressClassName != nil { - in, out := &in.IngressClassName, &out.IngressClassName - *out = new(string) - **out = **in - } - return -} - -// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new IngressConfig. -func (in *IngressConfig) DeepCopy() *IngressConfig { - if in == nil { - return nil - } - out := new(IngressConfig) - in.DeepCopyInto(out) - return out -} - // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *LightGBMSpec) DeepCopyInto(out *LightGBMSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LightGBMSpec. @@ -577,7 +473,6 @@ func (in *LoggerSpec) DeepCopyInto(out *LoggerSpec) { *out = new(string) **out = **in } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LoggerSpec. @@ -593,7 +488,6 @@ func (in *LoggerSpec) DeepCopy() *LoggerSpec { // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ModelCopies) DeepCopyInto(out *ModelCopies) { *out = *in - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelCopies. @@ -614,7 +508,6 @@ func (in *ModelFormat) DeepCopyInto(out *ModelFormat) { *out = new(string) **out = **in } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelFormat. @@ -630,7 +523,6 @@ func (in *ModelFormat) DeepCopy() *ModelFormat { // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ModelRevisionStates) DeepCopyInto(out *ModelRevisionStates) { *out = *in - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelRevisionStates. @@ -653,7 +545,6 @@ func (in *ModelSpec) DeepCopyInto(out *ModelSpec) { **out = **in } in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelSpec. @@ -684,7 +575,6 @@ func (in *ModelStatus) DeepCopyInto(out *ModelStatus) { *out = new(ModelCopies) **out = **in } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelStatus. @@ -701,7 +591,6 @@ func (in *ModelStatus) DeepCopy() *ModelStatus { func (in *ONNXRuntimeSpec) DeepCopyInto(out *ONNXRuntimeSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ONNXRuntimeSpec. @@ -718,7 +607,6 @@ func (in *ONNXRuntimeSpec) DeepCopy() *ONNXRuntimeSpec { func (in *PMMLSpec) DeepCopyInto(out *PMMLSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PMMLSpec. @@ -735,7 +623,6 @@ func (in *PMMLSpec) DeepCopy() *PMMLSpec { func (in *PaddleServerSpec) DeepCopyInto(out *PaddleServerSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PaddleServerSpec. @@ -906,7 +793,6 @@ func (in *PodSpec) DeepCopyInto(out *PodSpec) { (*in)[i].DeepCopyInto(&(*out)[i]) } } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PodSpec. @@ -943,7 +829,6 @@ func (in *PredictorExtensionSpec) DeepCopyInto(out *PredictorExtensionSpec) { *out = new(StorageSpec) (*in).DeepCopyInto(*out) } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictorExtensionSpec. @@ -1011,7 +896,6 @@ func (in *PredictorSpec) DeepCopyInto(out *PredictorSpec) { } in.PodSpec.DeepCopyInto(&out.PodSpec) in.ComponentExtensionSpec.DeepCopyInto(&out.ComponentExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictorSpec. @@ -1028,7 +912,6 @@ func (in *PredictorSpec) DeepCopy() *PredictorSpec { func (in *SKLearnSpec) DeepCopyInto(out *SKLearnSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SKLearnSpec. @@ -1070,7 +953,6 @@ func (in *StorageSpec) DeepCopyInto(out *StorageSpec) { *out = new(string) **out = **in } - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new StorageSpec. @@ -1087,7 +969,6 @@ func (in *StorageSpec) DeepCopy() *StorageSpec { func (in *TFServingSpec) DeepCopyInto(out *TFServingSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TFServingSpec. @@ -1104,7 +985,6 @@ func (in *TFServingSpec) DeepCopy() *TFServingSpec { func (in *TorchServeSpec) DeepCopyInto(out *TorchServeSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TorchServeSpec. @@ -1122,7 +1002,6 @@ func (in *TransformerSpec) DeepCopyInto(out *TransformerSpec) { *out = *in in.PodSpec.DeepCopyInto(&out.PodSpec) in.ComponentExtensionSpec.DeepCopyInto(&out.ComponentExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TransformerSpec. @@ -1139,7 +1018,6 @@ func (in *TransformerSpec) DeepCopy() *TransformerSpec { func (in *TritonSpec) DeepCopyInto(out *TritonSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TritonSpec. @@ -1156,7 +1034,6 @@ func (in *TritonSpec) DeepCopy() *TritonSpec { func (in *XGBoostSpec) DeepCopyInto(out *XGBoostSpec) { *out = *in in.PredictorExtensionSpec.DeepCopyInto(&out.PredictorExtensionSpec) - return } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new XGBoostSpec. diff --git a/pkg/controller/v1alpha1/inferencegraph/controller.go b/pkg/controller/v1alpha1/inferencegraph/controller.go index cc14c251ab..860729df39 100644 --- a/pkg/controller/v1alpha1/inferencegraph/controller.go +++ b/pkg/controller/v1alpha1/inferencegraph/controller.go @@ -27,6 +27,7 @@ import ( "fmt" isvcutils "github.com/kserve/kserve/pkg/controller/v1beta1/inferenceservice/utils" appsv1 "k8s.io/api/apps/v1" + "k8s.io/client-go/util/retry" "github.com/go-logr/logr" v1alpha1api "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" @@ -207,36 +208,42 @@ func (r *InferenceGraphReconciler) Reconcile(ctx context.Context, req ctrl.Reque } func (r *InferenceGraphReconciler) updateStatus(desiredGraph *v1alpha1api.InferenceGraph) error { - graph := &v1alpha1api.InferenceGraph{} - namespacedName := types.NamespacedName{Name: desiredGraph.Name, Namespace: desiredGraph.Namespace} - if err := r.Get(context.TODO(), namespacedName, graph); err != nil { - return err - } + err := retry.RetryOnConflict(retry.DefaultRetry, func() error { + graph := &v1alpha1api.InferenceGraph{} + namespacedName := types.NamespacedName{Name: desiredGraph.Name, Namespace: desiredGraph.Namespace} + if err := r.Get(context.TODO(), namespacedName, graph); err != nil { + return err + } - wasReady := inferenceGraphReadiness(graph.Status) - if equality.Semantic.DeepEqual(graph.Status, desiredGraph.Status) { - // If we didn't change anything then don't call updateStatus. - // This is important because the copy we loaded from the informer's - // cache may be stale and we don't want to overwrite a prior update - // to status with this stale state. - } else if err := r.Status().Update(context.TODO(), desiredGraph); err != nil { - r.Log.Error(err, "Failed to update InferenceGraph status", "InferenceGraph", desiredGraph.Name) - r.Recorder.Eventf(desiredGraph, v1.EventTypeWarning, "UpdateFailed", - "Failed to update status for InferenceGraph %q: %v", desiredGraph.Name, err) - return errors.Wrapf(err, "fails to update InferenceGraph status") - } else { - r.Log.Info("updated InferenceGraph status", "InferenceGraph", desiredGraph.Name) - // If there was a difference and there was no error. - isReady := inferenceGraphReadiness(desiredGraph.Status) - if wasReady && !isReady { // Moved to NotReady State - r.Recorder.Eventf(desiredGraph, v1.EventTypeWarning, string(InferenceGraphNotReadyState), - fmt.Sprintf("InferenceGraph [%v] is no longer Ready", desiredGraph.GetName())) - } else if !wasReady && isReady { // Moved to Ready State - r.Recorder.Eventf(desiredGraph, v1.EventTypeNormal, string(InferenceGraphReadyState), - fmt.Sprintf("InferenceGraph [%v] is Ready", desiredGraph.GetName())) + wasReady := inferenceGraphReadiness(graph.Status) + if equality.Semantic.DeepEqual(graph.Status, desiredGraph.Status) { + // If we didn't change anything then don't call updateStatus. + // This is important because the copy we loaded from the informer's + // cache may be stale and we don't want to overwrite a prior update + // to status with this stale state. + } else if err := r.Status().Update(context.TODO(), desiredGraph); err != nil { + if apierr.IsConflict(err) { + return err + } + r.Log.Error(err, "Failed to update InferenceGraph status", "InferenceGraph", desiredGraph.Name) + r.Recorder.Eventf(desiredGraph, v1.EventTypeWarning, "UpdateFailed", + "Failed to update status for InferenceGraph %q: %v", desiredGraph.Name, err) + return errors.Wrapf(err, "fails to update InferenceGraph status") + } else { + r.Log.Info("updated InferenceGraph status", "InferenceGraph", desiredGraph.Name) + // If there was a difference and there was no error. + isReady := inferenceGraphReadiness(desiredGraph.Status) + if wasReady && !isReady { // Moved to NotReady State + r.Recorder.Eventf(desiredGraph, v1.EventTypeWarning, string(InferenceGraphNotReadyState), + fmt.Sprintf("InferenceGraph [%v] is no longer Ready", desiredGraph.GetName())) + } else if !wasReady && isReady { // Moved to Ready State + r.Recorder.Eventf(desiredGraph, v1.EventTypeNormal, string(InferenceGraphReadyState), + fmt.Sprintf("InferenceGraph [%v] is Ready", desiredGraph.GetName())) + } } - } - return nil + return nil + }) + return err } func inferenceGraphReadiness(status v1alpha1api.InferenceGraphStatus) bool { diff --git a/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go b/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go index 127154b615..2eeaf6b372 100644 --- a/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go +++ b/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go @@ -60,20 +60,10 @@ func NewGraphKnativeServiceReconciler(client client.Client, } } -func (r *GraphKnativeServiceReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { - desired := r.Service - existing := &knservingv1.Service{} - err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing) - if err != nil { - if apierr.IsNotFound(err) { - log.Info("Creating inference graph knative service", "namespace", desired.Namespace, "name", desired.Name) - return &desired.Status, r.client.Create(context.TODO(), desired) - } - return nil, err - } +func reconcileKsvc(desired *knservingv1.Service, existing *knservingv1.Service) error { // Return if no differences to reconcile. if semanticEquals(desired, existing) { - return &existing.Status, nil + return nil } // Reconcile differences and update @@ -86,14 +76,35 @@ func (r *GraphKnativeServiceReconciler) Reconcile() (*knservingv1.ServiceStatus, } diff, err := kmp.SafeDiff(desired.Spec.ConfigurationSpec, existing.Spec.ConfigurationSpec) if err != nil { - return &existing.Status, errors.Wrapf(err, "failed to diff inference graph knative service configuration spec") + return errors.Wrapf(err, "failed to diff inference graph knative service configuration spec") } log.Info("inference graph knative service configuration diff (-desired, +observed):", "diff", diff) existing.Spec.ConfigurationSpec = desired.Spec.ConfigurationSpec existing.ObjectMeta.Labels = desired.ObjectMeta.Labels existing.Spec.Traffic = desired.Spec.Traffic + return nil +} + +func (r *GraphKnativeServiceReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { + desired := r.Service + existing := &knservingv1.Service{} + err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing) + if err != nil { + if apierr.IsNotFound(err) { + log.Info("Creating inference graph knative service", "namespace", desired.Namespace, "name", desired.Name) + return &desired.Status, r.client.Create(context.TODO(), desired) + } + return nil, err + } + err = retry.RetryOnConflict(retry.DefaultRetry, func() error { log.Info("Updating inference graph knative service", "namespace", desired.Namespace, "name", desired.Name) + if err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing); err != nil { + return err + } + if err := reconcileKsvc(desired, existing); err != nil { + return err + } return r.client.Update(context.TODO(), existing) }) if err != nil { diff --git a/pkg/controller/v1beta1/inferenceservice/controller.go b/pkg/controller/v1beta1/inferenceservice/controller.go index a8508fdc42..df7fb28682 100644 --- a/pkg/controller/v1beta1/inferenceservice/controller.go +++ b/pkg/controller/v1beta1/inferenceservice/controller.go @@ -21,6 +21,8 @@ import ( "fmt" "reflect" + "k8s.io/client-go/util/retry" + "github.com/go-logr/logr" v1alpha1api "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" v1beta1api "github.com/kserve/kserve/pkg/apis/serving/v1beta1" @@ -52,6 +54,7 @@ import ( // +kubebuilder:rbac:groups=serving.kserve.io,resources=servingruntimes/status,verbs=get;update;patch // +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterservingruntimes;clusterservingruntimes/finalizers,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterservingruntimes/status,verbs=get;update;patch +// +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterstoragecontainers,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=apps,resources=deployments,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=networking.k8s.io,resources=ingresses,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=serving.kserve.io,resources=inferenceservices/status,verbs=get;update;patch @@ -237,34 +240,40 @@ func (r *InferenceServiceReconciler) Reconcile(ctx context.Context, req ctrl.Req } func (r *InferenceServiceReconciler) updateStatus(desiredService *v1beta1api.InferenceService, deploymentMode constants.DeploymentModeType) error { - existingService := &v1beta1api.InferenceService{} - namespacedName := types.NamespacedName{Name: desiredService.Name, Namespace: desiredService.Namespace} - if err := r.Get(context.TODO(), namespacedName, existingService); err != nil { - return err - } - wasReady := inferenceServiceReadiness(existingService.Status) - if inferenceServiceStatusEqual(existingService.Status, desiredService.Status, deploymentMode) { - // If we didn't change anything then don't call updateStatus. - // This is important because the copy we loaded from the informer's - // cache may be stale and we don't want to overwrite a prior update - // to status with this stale state. - } else if err := r.Status().Update(context.TODO(), desiredService); err != nil { - r.Log.Error(err, "Failed to update InferenceService status", "InferenceService", desiredService.Name) - r.Recorder.Eventf(desiredService, v1.EventTypeWarning, "UpdateFailed", - "Failed to update status for InferenceService %q: %v", desiredService.Name, err) - return errors.Wrapf(err, "fails to update InferenceService status") - } else { - // If there was a difference and there was no error. - isReady := inferenceServiceReadiness(desiredService.Status) - if wasReady && !isReady { // Moved to NotReady State - r.Recorder.Eventf(desiredService, v1.EventTypeWarning, string(InferenceServiceNotReadyState), - fmt.Sprintf("InferenceService [%v] is no longer Ready", desiredService.GetName())) - } else if !wasReady && isReady { // Moved to Ready State - r.Recorder.Eventf(desiredService, v1.EventTypeNormal, string(InferenceServiceReadyState), - fmt.Sprintf("InferenceService [%v] is Ready", desiredService.GetName())) + err := retry.RetryOnConflict(retry.DefaultRetry, func() error { + existingService := &v1beta1api.InferenceService{} + namespacedName := types.NamespacedName{Name: desiredService.Name, Namespace: desiredService.Namespace} + if err := r.Get(context.TODO(), namespacedName, existingService); err != nil { + return err } - } - return nil + wasReady := inferenceServiceReadiness(existingService.Status) + if inferenceServiceStatusEqual(existingService.Status, desiredService.Status, deploymentMode) { + // If we didn't change anything then don't call updateStatus. + // This is important because the copy we loaded from the informer's + // cache may be stale and we don't want to overwrite a prior update + // to status with this stale state. + } else if err := r.Status().Update(context.TODO(), desiredService); err != nil { + if apierr.IsConflict(err) { + return err + } + r.Log.Error(err, "Failed to update InferenceService status", "InferenceService", desiredService.Name) + r.Recorder.Eventf(desiredService, v1.EventTypeWarning, "UpdateFailed", + "Failed to update status for InferenceService %q: %v", desiredService.Name, err) + return errors.Wrapf(err, "fails to update InferenceService status") + } else { + // If there was a difference and there was no error. + isReady := inferenceServiceReadiness(desiredService.Status) + if wasReady && !isReady { // Moved to NotReady State + r.Recorder.Eventf(desiredService, v1.EventTypeWarning, string(InferenceServiceNotReadyState), + fmt.Sprintf("InferenceService [%v] is no longer Ready", desiredService.GetName())) + } else if !wasReady && isReady { // Moved to Ready State + r.Recorder.Eventf(desiredService, v1.EventTypeNormal, string(InferenceServiceReadyState), + fmt.Sprintf("InferenceService [%v] is Ready", desiredService.GetName())) + } + } + return nil + }) + return err } func inferenceServiceReadiness(status v1beta1api.InferenceServiceStatus) bool { diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/knative/ksvc_reconciler.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/knative/ksvc_reconciler.go index 57c3cec7c0..c56e9bb1ac 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/knative/ksvc_reconciler.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/knative/ksvc_reconciler.go @@ -183,21 +183,10 @@ func createKnativeService(componentMeta metav1.ObjectMeta, return service } -func (r *KsvcReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { - // Create service if does not exist - desired := r.Service - existing := &knservingv1.Service{} - err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing) - if err != nil { - if apierr.IsNotFound(err) { - log.Info("Creating knative service", "namespace", desired.Namespace, "name", desired.Name) - return &desired.Status, r.client.Create(context.TODO(), desired) - } - return nil, err - } +func reconcileKsvc(desired *knservingv1.Service, existing *knservingv1.Service) error { // Return if no differences to reconcile. if semanticEquals(desired, existing) { - return &existing.Status, nil + return nil } // Reconcile differences and update @@ -210,7 +199,7 @@ func (r *KsvcReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { } diff, err := kmp.SafeDiff(desired.Spec.ConfigurationSpec, existing.Spec.ConfigurationSpec) if err != nil { - return &existing.Status, errors.Wrapf(err, "failed to diff knative service configuration spec") + return errors.Wrapf(err, "failed to diff knative service configuration spec") } log.Info("knative service configuration diff (-desired, +observed):", "diff", diff) existing.Spec.ConfigurationSpec = desired.Spec.ConfigurationSpec @@ -223,8 +212,30 @@ func (r *KsvcReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { delete(existing.ObjectMeta.Annotations, ksvcAnnotationKey) } } + return nil +} + +func (r *KsvcReconciler) Reconcile() (*knservingv1.ServiceStatus, error) { + // Create service if does not exist + desired := r.Service + existing := &knservingv1.Service{} + err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing) + if err != nil { + if apierr.IsNotFound(err) { + log.Info("Creating knative service", "namespace", desired.Namespace, "name", desired.Name) + return &desired.Status, r.client.Create(context.TODO(), desired) + } + return nil, err + } + err = retry.RetryOnConflict(retry.DefaultRetry, func() error { log.Info("Updating knative service", "namespace", desired.Namespace, "name", desired.Name) + if err := r.client.Get(context.TODO(), types.NamespacedName{Name: desired.Name, Namespace: desired.Namespace}, existing); err != nil { + return err + } + if err := reconcileKsvc(desired, existing); err != nil { + return err + } return r.client.Update(context.TODO(), existing) }) if err != nil { diff --git a/pkg/credentials/service_account_credentials.go b/pkg/credentials/service_account_credentials.go index e0286c86ff..e63adb919e 100644 --- a/pkg/credentials/service_account_credentials.go +++ b/pkg/credentials/service_account_credentials.go @@ -21,6 +21,7 @@ import ( "encoding/json" "errors" "fmt" + "github.com/kserve/kserve/pkg/constants" "strings" "github.com/kserve/kserve/pkg/credentials/https" @@ -55,8 +56,10 @@ var ( ) type CredentialConfig struct { - S3 s3.S3Config `json:"s3,omitempty"` - GCS gcs.GCSConfig `json:"gcs,omitempty"` + S3 s3.S3Config `json:"s3,omitempty"` + GCS gcs.GCSConfig `json:"gcs,omitempty"` + StorageSpecSecretName string `json:"storageSpecSecretName,omitempty"` + StorageSecretNameAnnotation string `json:"storageSecretNameAnnotation,omitempty"` } type CredentialBuilder struct { @@ -64,9 +67,9 @@ type CredentialBuilder struct { config CredentialConfig } -var log = logf.Log.WithName("CredentialBulder") +var log = logf.Log.WithName("CredentialBuilder") -func NewCredentialBulder(client client.Client, config *v1.ConfigMap) *CredentialBuilder { +func NewCredentialBuilder(client client.Client, config *v1.ConfigMap) *CredentialBuilder { credentialConfig := CredentialConfig{} if credential, ok := config.Data[CredentialConfigKeyName]; ok { err := json.Unmarshal([]byte(credential), &credentialConfig) @@ -74,19 +77,30 @@ func NewCredentialBulder(client client.Client, config *v1.ConfigMap) *Credential panic(fmt.Errorf("Unable to unmarshall json string due to %v ", err)) } } + return &CredentialBuilder{ client: client, config: credentialConfig, } } -func (c *CredentialBuilder) CreateStorageSpecSecretEnvs(namespace string, storageKey string, - storageSecretName string, overrideParams map[string]string, container *v1.Container) error { +func (c *CredentialBuilder) CreateStorageSpecSecretEnvs(namespace string, annotations map[string]string, storageKey string, + overrideParams map[string]string, container *v1.Container) error { stype, ok := overrideParams["type"] - bucket := overrideParams["bucket"] + storageSecretName := constants.DefaultStorageSpecSecret + if c.config.StorageSpecSecretName != "" { + storageSecretName = c.config.StorageSpecSecretName + } + // secret annotation takes precedence + if annotations != nil { + if secretName, ok := annotations[c.config.StorageSecretNameAnnotation]; ok { + storageSecretName = secretName + } + } + secret := &v1.Secret{} var storageData []byte if err := c.client.Get(context.TODO(), @@ -170,21 +184,11 @@ func (c *CredentialBuilder) CreateStorageSpecSecretEnvs(namespace string, storag return nil } -func (c *CredentialBuilder) CreateSecretVolumeAndEnv(namespace string, serviceAccountName string, +func (c *CredentialBuilder) CreateSecretVolumeAndEnv(namespace string, annotations map[string]string, serviceAccountName string, container *v1.Container, volumes *[]v1.Volume) error { if serviceAccountName == "" { serviceAccountName = "default" } - s3SecretAccessKeyName := s3.AWSSecretAccessKeyName - gcsCredentialFileName := gcs.GCSCredentialFileName - - if c.config.S3.S3SecretAccessKeyName != "" { - s3SecretAccessKeyName = c.config.S3.S3SecretAccessKeyName - } - - if c.config.GCS.GCSCredentialFileName != "" { - gcsCredentialFileName = c.config.GCS.GCSCredentialFileName - } serviceAccount := &v1.ServiceAccount{} err := c.client.Get(context.TODO(), types.NamespacedName{Name: serviceAccountName, @@ -203,56 +207,90 @@ func (c *CredentialBuilder) CreateSecretVolumeAndEnv(namespace string, serviceAc } } + // secret name annotation takes precedence + if annotations != nil && c.config.StorageSecretNameAnnotation != "" { + if secretName, ok := annotations[c.config.StorageSecretNameAnnotation]; ok { + err := c.mountSecretCredential(secretName, namespace, container, volumes) + if err != nil { + log.Error(err, "Failed to amount the secret credentials", "secretName", secretName) + return err + } + return nil + } + } + + // Find the secret references from service account for _, secretRef := range serviceAccount.Secrets { - log.Info("found secret", "SecretName", secretRef.Name) - secret := &v1.Secret{} - err := c.client.Get(context.TODO(), types.NamespacedName{Name: secretRef.Name, - Namespace: namespace}, secret) + err := c.mountSecretCredential(secretRef.Name, namespace, container, volumes) if err != nil { - log.Error(err, "Failed to find secret", "SecretName", secretRef.Name) - continue - } - if _, ok := secret.Data[s3SecretAccessKeyName]; ok { - log.Info("Setting secret envs for s3", "S3Secret", secret.Name) - envs := s3.BuildSecretEnvs(secret, &c.config.S3) - // Merge envs here to override values possibly present from IAM Role annotations with values from secret annotations - container.Env = utils.MergeEnvs(container.Env, envs) - } else if _, ok := secret.Data[gcsCredentialFileName]; ok { - log.Info("Setting secret volume for gcs", "GCSSecret", secret.Name) - volume, volumeMount := gcs.BuildSecretVolume(secret) - *volumes = utils.AppendVolumeIfNotExists(*volumes, volume) - container.VolumeMounts = - append(container.VolumeMounts, volumeMount) - container.Env = append(container.Env, - v1.EnvVar{ - Name: gcs.GCSCredentialEnvKey, - Value: gcs.GCSCredentialVolumeMountPath + gcsCredentialFileName, - }) - } else if _, ok := secret.Data[azure.LegacyAzureClientId]; ok { - log.Info("Setting secret envs for azure", "AzureSecret", secret.Name) - envs := azure.BuildSecretEnvs(secret) - container.Env = append(container.Env, envs...) - } else if _, ok := secret.Data[azure.AzureClientId]; ok { - log.Info("Setting secret envs for azure", "AzureSecret", secret.Name) - envs := azure.BuildSecretEnvs(secret) - container.Env = append(container.Env, envs...) - } else if _, ok := secret.Data[azure.AzureStorageAccessKey]; ok { - log.Info("Setting secret envs with azure storage access key for azure", "AzureSecret", secret.Name) - envs := azure.BuildStorageAccessKeySecretEnv(secret) - container.Env = append(container.Env, envs...) - } else if _, ok := secret.Data[https.HTTPSHost]; ok { - log.Info("Setting secret volume from uri", "HTTP(S)Secret", secret.Name) - envs := https.BuildSecretEnvs(secret) - container.Env = append(container.Env, envs...) - } else if _, ok := secret.Data[hdfs.HdfsNamenode]; ok { - log.Info("Setting secret for hdfs", "HdfsSecret", secret.Name) - volume, volumeMount := hdfs.BuildSecret(secret) - *volumes = utils.AppendVolumeIfNotExists(*volumes, volume) - container.VolumeMounts = append(container.VolumeMounts, volumeMount) - } else { - log.V(5).Info("Skipping non gcs/s3/azure secret", "Secret", secret.Name) + return err } } return nil } + +func (c *CredentialBuilder) mountSecretCredential(secretName string, namespace string, + container *v1.Container, volumes *[]v1.Volume) error { + + secret := &v1.Secret{} + err := c.client.Get(context.TODO(), types.NamespacedName{Name: secretName, + Namespace: namespace}, secret) + if err != nil { + log.Error(err, "Failed to find secret", "SecretName", secretName) + return err + } else { + log.Info("found secret", "SecretName", secretName) + } + s3SecretAccessKeyName := s3.AWSSecretAccessKeyName + gcsCredentialFileName := gcs.GCSCredentialFileName + + if c.config.S3.S3SecretAccessKeyName != "" { + s3SecretAccessKeyName = c.config.S3.S3SecretAccessKeyName + } + + if c.config.GCS.GCSCredentialFileName != "" { + gcsCredentialFileName = c.config.GCS.GCSCredentialFileName + } + if _, ok := secret.Data[s3SecretAccessKeyName]; ok { + log.Info("Setting secret envs for s3", "S3Secret", secret.Name) + envs := s3.BuildSecretEnvs(secret, &c.config.S3) + // Merge envs here to override values possibly present from IAM Role annotations with values from secret annotations + container.Env = utils.MergeEnvs(container.Env, envs) + } else if _, ok := secret.Data[gcsCredentialFileName]; ok { + log.Info("Setting secret volume for gcs", "GCSSecret", secret.Name) + volume, volumeMount := gcs.BuildSecretVolume(secret) + *volumes = utils.AppendVolumeIfNotExists(*volumes, volume) + container.VolumeMounts = + append(container.VolumeMounts, volumeMount) + container.Env = append(container.Env, + v1.EnvVar{ + Name: gcs.GCSCredentialEnvKey, + Value: gcs.GCSCredentialVolumeMountPath + gcsCredentialFileName, + }) + } else if _, ok := secret.Data[azure.LegacyAzureClientId]; ok { + log.Info("Setting secret envs for azure", "AzureSecret", secret.Name) + envs := azure.BuildSecretEnvs(secret) + container.Env = append(container.Env, envs...) + } else if _, ok := secret.Data[azure.AzureClientId]; ok { + log.Info("Setting secret envs for azure", "AzureSecret", secret.Name) + envs := azure.BuildSecretEnvs(secret) + container.Env = append(container.Env, envs...) + } else if _, ok := secret.Data[azure.AzureStorageAccessKey]; ok { + log.Info("Setting secret envs with azure storage access key for azure", "AzureSecret", secret.Name) + envs := azure.BuildStorageAccessKeySecretEnv(secret) + container.Env = append(container.Env, envs...) + } else if _, ok := secret.Data[https.HTTPSHost]; ok { + log.Info("Setting secret volume from uri", "HTTP(S)Secret", secret.Name) + envs := https.BuildSecretEnvs(secret) + container.Env = append(container.Env, envs...) + } else if _, ok := secret.Data[hdfs.HdfsNamenode]; ok { + log.Info("Setting secret for hdfs", "HdfsSecret", secret.Name) + volume, volumeMount := hdfs.BuildSecret(secret) + *volumes = utils.AppendVolumeIfNotExists(*volumes, volume) + container.VolumeMounts = append(container.VolumeMounts, volumeMount) + } else { + log.V(5).Info("Skipping unsupported secret", "Secret", secret.Name) + } + return nil +} diff --git a/pkg/credentials/service_account_credentials_test.go b/pkg/credentials/service_account_credentials_test.go index 5cf3148555..18f8f66a0a 100644 --- a/pkg/credentials/service_account_credentials_test.go +++ b/pkg/credentials/service_account_credentials_test.go @@ -36,6 +36,8 @@ import ( var configMap = &v1.ConfigMap{ Data: map[string]string{ "credentials": `{ + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "storageSpecSecretName": "storage-secret", "gcs" : {"gcsCredentialFileName": "gcloud-application-credentials.json"}, "s3" : { "s3AccessKeyIDName": "awsAccessKeyID", @@ -162,12 +164,145 @@ func TestS3CredentialBuilder(t *testing.T) { }, } - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { g.Expect(c.Create(context.TODO(), existingServiceAccount)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), existingS3Secret)).NotTo(gomega.HaveOccurred()) - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, + scenario.serviceAccount.Name, + &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], + &scenario.inputConfiguration.Spec.Template.Spec.Volumes, + ) + if scenario.shouldFail && err == nil { + t.Errorf("Test %q failed: returned success but expected error", name) + } + // Validate + if !scenario.shouldFail { + if err != nil { + t.Errorf("Test %q failed: returned error: %v", name, err) + } + if diff := cmp.Diff(scenario.expectedConfiguration, scenario.inputConfiguration); diff != "" { + t.Errorf("Test %q unexpected configuration spec (-want +got): %v", name, diff) + } + } + g.Expect(c.Delete(context.TODO(), existingServiceAccount)).NotTo(gomega.HaveOccurred()) + g.Expect(c.Delete(context.TODO(), existingS3Secret)).NotTo(gomega.HaveOccurred()) + + } +} + +func TestS3CredentialBuilderWithStorageSecret(t *testing.T) { + g := gomega.NewGomegaWithT(t) + existingServiceAccount := &v1.ServiceAccount{ + ObjectMeta: metav1.ObjectMeta{ + Name: "default", + Namespace: "default", + }, + } + existingS3Secret := &v1.Secret{ + ObjectMeta: metav1.ObjectMeta{ + Name: "s3-secret", + Namespace: "default", + Annotations: map[string]string{ + s3.InferenceServiceS3SecretEndpointAnnotation: "s3.aws.com", + }, + }, + Data: map[string][]byte{ + "awsAccessKeyID": {}, + "awsSecretAccessKey": {}, + }, + } + scenarios := map[string]struct { + inputConfiguration *knservingv1.Configuration + expectedConfiguration *knservingv1.Configuration + shouldFail bool + }{ + "Build s3 secrets envs": { + inputConfiguration: &knservingv1.Configuration{ + Spec: knservingv1.ConfigurationSpec{ + Template: knservingv1.RevisionTemplateSpec{ + Spec: knservingv1.RevisionSpec{ + PodSpec: v1.PodSpec{ + Containers: []v1.Container{ + {}, + }, + }, + }, + }, + }, + }, + expectedConfiguration: &knservingv1.Configuration{ + Spec: knservingv1.ConfigurationSpec{ + Template: knservingv1.RevisionTemplateSpec{ + Spec: knservingv1.RevisionSpec{ + PodSpec: v1.PodSpec{ + Containers: []v1.Container{ + { + Env: []v1.EnvVar{ + { + Name: s3.AWSAccessKeyId, + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{ + LocalObjectReference: v1.LocalObjectReference{ + Name: "s3-secret", + }, + Key: "awsAccessKeyID", + }, + }, + }, + { + Name: s3.AWSSecretAccessKey, + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{ + LocalObjectReference: v1.LocalObjectReference{ + Name: "s3-secret", + }, + Key: "awsSecretAccessKey", + }, + }, + }, + { + Name: s3.S3Endpoint, + Value: "s3.aws.com", + }, + { + Name: s3.AWSEndpointUrl, + Value: "https://s3.aws.com", + }, + { + Name: s3.S3VerifySSL, + Value: "1", + }, + { + Name: s3.AWSAnonymousCredential, + Value: "false", + }, + { + Name: s3.AWSRegion, + Value: "us-east-2", + }, + }, + }, + }, + }, + }, + }, + }, + }, + shouldFail: false, + }, + } + + builder := NewCredentialBuilder(c, configMap) + for name, scenario := range scenarios { + g.Expect(c.Create(context.TODO(), existingServiceAccount)).NotTo(gomega.HaveOccurred()) + g.Expect(c.Create(context.TODO(), existingS3Secret)).NotTo(gomega.HaveOccurred()) + annotations := map[string]string{ + "serving.kserve.io/storageSecretName": "s3-secret", + } + err := builder.CreateSecretVolumeAndEnv(existingServiceAccount.Namespace, annotations, + existingServiceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -263,11 +398,11 @@ func TestS3ServiceAccountCredentialBuilder(t *testing.T) { }, } - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { g.Expect(c.Create(context.TODO(), existingServiceAccount)).NotTo(gomega.HaveOccurred()) - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -373,12 +508,12 @@ func TestGCSCredentialBuilder(t *testing.T) { }, } - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { g.Expect(c.Create(context.TODO(), existingServiceAccount)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), existingGCSSecret)).NotTo(gomega.HaveOccurred()) - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -515,10 +650,10 @@ func TestLegacyAzureCredentialBuilder(t *testing.T) { g.Expect(c.Create(context.TODO(), customAzureSecret)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), customOnlyServiceAccount)).NotTo(gomega.HaveOccurred()) - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -626,10 +761,10 @@ func TestHdfsCredentialBuilder(t *testing.T) { g.Expect(c.Create(context.TODO(), customHdfsSecret)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), customOnlyServiceAccount)).NotTo(gomega.HaveOccurred()) - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -766,10 +901,10 @@ func TestAzureCredentialBuilder(t *testing.T) { g.Expect(c.Create(context.TODO(), customAzureSecret)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), customOnlyServiceAccount)).NotTo(gomega.HaveOccurred()) - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -870,10 +1005,10 @@ func TestAzureStorageAccessKeyCredentialBuilder(t *testing.T) { g.Expect(c.Create(context.TODO(), customAzureSecret)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), customOnlyServiceAccount)).NotTo(gomega.HaveOccurred()) - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { - err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, scenario.serviceAccount.Name, + err := builder.CreateSecretVolumeAndEnv(scenario.serviceAccount.Namespace, nil, scenario.serviceAccount.Name, &scenario.inputConfiguration.Spec.Template.Spec.Containers[0], &scenario.inputConfiguration.Spec.Template.Spec.Volumes, ) @@ -898,7 +1033,7 @@ func TestAzureStorageAccessKeyCredentialBuilder(t *testing.T) { func TestCredentialBuilder_CreateStorageSpecSecretEnvs(t *testing.T) { g := gomega.NewGomegaWithT(t) namespace := "default" - builder := NewCredentialBulder(c, configMap) + builder := NewCredentialBuilder(c, configMap) scenarios := map[string]struct { secret *v1.Secret @@ -1393,7 +1528,7 @@ func TestCredentialBuilder_CreateStorageSpecSecretEnvs(t *testing.T) { if err := c.Create(context.TODO(), tc.secret); err != nil { t.Errorf("Failed to create secret %s: %v", "storage-secret", err) } - err := builder.CreateStorageSpecSecretEnvs(namespace, tc.storageKey, tc.storageSecretName, tc.overrideParams, tc.container) + err := builder.CreateStorageSpecSecretEnvs(namespace, nil, tc.storageKey, tc.overrideParams, tc.container) if !tc.shouldFail { g.Expect(err).Should(gomega.BeNil()) g.Expect(tc.container).Should(tc.matcher) diff --git a/pkg/webhook/admission/pod/agent_injector.go b/pkg/webhook/admission/pod/agent_injector.go index c783ec0feb..9b211c4f1a 100644 --- a/pkg/webhook/admission/pod/agent_injector.go +++ b/pkg/webhook/admission/pod/agent_injector.go @@ -282,6 +282,7 @@ func (ag *AgentInjector) InjectAgent(pod *v1.Pod) error { // Inject credentials if err := ag.credentialBuilder.CreateSecretVolumeAndEnv( pod.Namespace, + pod.Annotations, pod.Spec.ServiceAccountName, agentContainer, &pod.Spec.Volumes, diff --git a/pkg/webhook/admission/pod/agent_injector_test.go b/pkg/webhook/admission/pod/agent_injector_test.go index 0d19634305..cd8e4e0d2f 100644 --- a/pkg/webhook/admission/pod/agent_injector_test.go +++ b/pkg/webhook/admission/pod/agent_injector_test.go @@ -1101,7 +1101,7 @@ func TestAgentInjector(t *testing.T) { }, } - credentialBuilder := credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder := credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }) diff --git a/pkg/webhook/admission/pod/mutator.go b/pkg/webhook/admission/pod/mutator.go index f5b2e266bb..2f94d281fe 100644 --- a/pkg/webhook/admission/pod/mutator.go +++ b/pkg/webhook/admission/pod/mutator.go @@ -84,7 +84,7 @@ func (mutator *Mutator) Handle(ctx context.Context, req admission.Request) admis } func (mutator *Mutator) mutate(pod *v1.Pod, configMap *v1.ConfigMap, targetNs *v1.Namespace) error { - credentialBuilder := credentials.NewCredentialBulder(mutator.Client, configMap) + credentialBuilder := credentials.NewCredentialBuilder(mutator.Client, configMap) storageInitializerConfig, err := getStorageInitializerConfigs(configMap) if err != nil { @@ -94,6 +94,7 @@ func (mutator *Mutator) mutate(pod *v1.Pod, configMap *v1.ConfigMap, targetNs *v storageInitializer := &StorageInitializerInjector{ credentialBuilder: credentialBuilder, config: storageInitializerConfig, + client: mutator.Client, } loggerConfig, err := getLoggerConfigs(configMap) diff --git a/pkg/webhook/admission/pod/storage_initializer_injector.go b/pkg/webhook/admission/pod/storage_initializer_injector.go index 39bb93eb7f..99e0756cbc 100644 --- a/pkg/webhook/admission/pod/storage_initializer_injector.go +++ b/pkg/webhook/admission/pod/storage_initializer_injector.go @@ -17,19 +17,21 @@ limitations under the License. package pod import ( + "context" "encoding/json" "fmt" "strconv" "strings" "k8s.io/apimachinery/pkg/api/resource" + "k8s.io/apimachinery/pkg/util/strategicpatch" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "github.com/kserve/kserve/pkg/credentials" - v1 "k8s.io/api/core/v1" - "knative.dev/pkg/ptr" + "sigs.k8s.io/controller-runtime/pkg/client" ) const ( @@ -50,13 +52,13 @@ type StorageInitializerConfig struct { CpuLimit string `json:"cpuLimit"` MemoryRequest string `json:"memoryRequest"` MemoryLimit string `json:"memoryLimit"` - StorageSpecSecretName string `json:"storageSpecSecretName"` EnableDirectPvcVolumeMount bool `json:"enableDirectPvcVolumeMount"` } type StorageInitializerInjector struct { credentialBuilder *credentials.CredentialBuilder config *StorageInitializerConfig + client client.Client } func getStorageInitializerConfigs(configMap *v1.ConfigMap) (*StorageInitializerConfig, error) { @@ -82,6 +84,28 @@ func getStorageInitializerConfigs(configMap *v1.ConfigMap) (*StorageInitializerC return storageInitializerConfig, nil } +func getContainerSpecForStorageUri(storageUri string, client client.Client) (*v1.Container, error) { + storageContainers := &v1alpha1.ClusterStorageContainerList{} + if err := client.List(context.TODO(), storageContainers); err != nil { + return nil, err + } + + for _, sc := range storageContainers.Items { + if sc.IsDisabled() { + continue + } + supported, err := sc.Spec.IsStorageUriSupported(storageUri) + if err != nil { + return nil, fmt.Errorf("error checking storage container %s: %w", sc.Name, err) + } + if supported { + return &sc.Spec.Container, nil + } + } + + return nil, nil +} + // InjectStorageInitializer injects an init container to provision model data // for the serving container in a unified way across storage tech by injecting // a provisioning INIT container. This is a work around because KNative does not @@ -300,29 +324,29 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod, targ storageKey := pod.ObjectMeta.Annotations[constants.StorageSpecKeyAnnotationKey] // Inject Storage Spec credentials if exist if hasStorageSpec == "true" { - storageSpecSecret := mi.config.StorageSpecSecretName var overrideParams map[string]string if storageSpecParam, ok := pod.ObjectMeta.Annotations[constants.StorageSpecParamAnnotationKey]; ok { if err := json.Unmarshal([]byte(storageSpecParam), &overrideParams); err != nil { return err } } - if storageSpecSecret == "" { - storageSpecSecret = constants.DefaultStorageSpecSecret - } if err := mi.credentialBuilder.CreateStorageSpecSecretEnvs( pod.Namespace, + pod.Annotations, storageKey, - storageSpecSecret, overrideParams, initContainer, ); err != nil { return err } + // initContainer.Args[0] is set up in CreateStorageSpecSecretEnvs + // srcURI is updated here to match storage container CRs below + srcURI = initContainer.Args[0] } else { // Inject service account credentials if storage spec doesn't exist if err := mi.credentialBuilder.CreateSecretVolumeAndEnv( pod.Namespace, + pod.Annotations, pod.Spec.ServiceAccountName, initContainer, &pod.Spec.Volumes, @@ -331,6 +355,20 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod, targ } } + // Update initContainer (container spec) from a storage container CR if there is a match, + // otherwise initContainer is not updated. + // Priority: CR > configMap + storageContainerSpec, err := getContainerSpecForStorageUri(srcURI, mi.client) + if err != nil { + return err + } + if storageContainerSpec != nil { + initContainer, err = mergeContainerSpecs(initContainer, storageContainerSpec) + if err != nil { + return err + } + } + /* OpenShift uses istio-cni which causes an issue with init-containers when calling external services like S3 or similar. Setting the `uid` for the `storage-initializer` to the same `uid` as the @@ -370,6 +408,42 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod, targ return nil } +// Use JSON Marshal/Unmarshal to merge Container structs using strategic merge patch. +// Use container name from defaultContainer spec, crdContainer takes precedence for other fields. +func mergeContainerSpecs(defaultContainer *v1.Container, crdContainer *v1.Container) (*v1.Container, error) { + if defaultContainer == nil { + return nil, fmt.Errorf("defaultContainer is nil") + } + + containerName := defaultContainer.Name + + defaultContainerJson, err := json.Marshal(*defaultContainer) + if err != nil { + return nil, err + } + + overrides, err := json.Marshal(*crdContainer) + if err != nil { + return nil, err + } + + mergedContainer := v1.Container{} + jsonResult, err := strategicpatch.StrategicMergePatch(defaultContainerJson, overrides, mergedContainer) + if err != nil { + return nil, err + } + + if err := json.Unmarshal(jsonResult, &mergedContainer); err != nil { + return nil, err + } + + if mergedContainer.Name == "" { + mergedContainer.Name = containerName + } + + return &mergedContainer, nil +} + func parsePvcURI(srcURI string) (pvcName string, pvcPath string, err error) { parts := strings.Split(strings.TrimPrefix(srcURI, PvcURIPrefix), "/") if len(parts) > 1 { diff --git a/pkg/webhook/admission/pod/storage_initializer_injector_test.go b/pkg/webhook/admission/pod/storage_initializer_injector_test.go index b4f83f61cb..c2dd3a03de 100644 --- a/pkg/webhook/admission/pod/storage_initializer_injector_test.go +++ b/pkg/webhook/admission/pod/storage_initializer_injector_test.go @@ -21,9 +21,12 @@ import ( "testing" "k8s.io/apimachinery/pkg/api/resource" + "k8s.io/apimachinery/pkg/runtime" "knative.dev/pkg/kmp" "knative.dev/pkg/ptr" + "sigs.k8s.io/controller-runtime/pkg/client/fake" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "github.com/kserve/kserve/pkg/credentials" "github.com/kserve/kserve/pkg/credentials/gcs" @@ -39,7 +42,6 @@ const ( StorageInitializerDefaultCPULimit = "1" StorageInitializerDefaultMemoryRequest = "200Mi" StorageInitializerDefaultMemoryLimit = "1Gi" - StorageInitializerDefaultStorageSpecSecretName = "storage-config" StorageInitializerDefaultEnableDirectPvcVolumeMount = false ) @@ -49,7 +51,6 @@ var ( CpuLimit: StorageInitializerDefaultCPULimit, MemoryRequest: StorageInitializerDefaultMemoryRequest, MemoryLimit: StorageInitializerDefaultMemoryLimit, - StorageSpecSecretName: StorageInitializerDefaultStorageSpecSecretName, EnableDirectPvcVolumeMount: StorageInitializerDefaultEnableDirectPvcVolumeMount, } @@ -370,10 +371,11 @@ func TestStorageInitializerInjector(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: storageInitializerConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -410,10 +412,11 @@ func TestStorageInitializerFailureCases(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: storageInitializerConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { if !strings.HasPrefix(err.Error(), scenario.expectedErrorPrefix) { @@ -550,10 +553,11 @@ func TestStorageInitializerInjectorUIDHandling(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: storageInitializerConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, scenario.namespace); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -648,10 +652,11 @@ func TestCustomSpecStorageUriInjection(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: storageInitializerConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -1107,7 +1112,7 @@ func TestCredentialInjection(t *testing.T) { }, } - builder := credentials.NewCredentialBulder(c, configMap) + builder := credentials.NewCredentialBuilder(c, configMap) for name, scenario := range scenarios { g.Expect(c.Create(context.TODO(), scenario.sa)).NotTo(gomega.HaveOccurred()) g.Expect(c.Create(context.TODO(), scenario.secret)).NotTo(gomega.HaveOccurred()) @@ -1115,6 +1120,7 @@ func TestCredentialInjection(t *testing.T) { injector := &StorageInitializerInjector{ credentialBuilder: builder, config: storageInitializerConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected failure [%s]", name, err.Error()) @@ -1170,7 +1176,7 @@ func TestStorageInitializerConfigmap(t *testing.T) { InitContainers: []v1.Container{ { Name: "storage-initializer", - Image: "kfserving/storage-initializer@sha256:xxx", + Image: "kserve/storage-initializer@sha256:xxx", Args: []string{"gs://foo", constants.DefaultModelLocalMountPath}, Resources: resourceRequirement, TerminationMessagePolicy: "FallbackToLogsOnError", @@ -1200,17 +1206,17 @@ func TestStorageInitializerConfigmap(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: &StorageInitializerConfig{ - Image: "kfserving/storage-initializer@sha256:xxx", - CpuRequest: StorageInitializerDefaultCPURequest, - CpuLimit: StorageInitializerDefaultCPULimit, - MemoryRequest: StorageInitializerDefaultMemoryRequest, - MemoryLimit: StorageInitializerDefaultMemoryLimit, - StorageSpecSecretName: StorageInitializerDefaultStorageSpecSecretName, + Image: "kserve/storage-initializer@sha256:xxx", + CpuRequest: StorageInitializerDefaultCPURequest, + CpuLimit: StorageInitializerDefaultCPULimit, + MemoryRequest: StorageInitializerDefaultMemoryRequest, + MemoryLimit: StorageInitializerDefaultMemoryLimit, }, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -1235,24 +1241,22 @@ func TestGetStorageInitializerConfigs(t *testing.T) { ObjectMeta: metav1.ObjectMeta{}, Data: map[string]string{ StorageInitializerConfigMapKeyName: `{ - "Image": "gcr.io/kfserving/storage-initializer:latest", + "Image": "gcr.io/kserve/storage-initializer:latest", "CpuRequest": "100m", "CpuLimit": "1", "MemoryRequest": "200Mi", - "MemoryLimit": "1Gi", - "StorageSpecSecretName": "storage-secret" + "MemoryLimit": "1Gi" }`, }, BinaryData: map[string][]byte{}, }, matchers: []types.GomegaMatcher{ gomega.Equal(&StorageInitializerConfig{ - Image: "gcr.io/kfserving/storage-initializer:latest", - CpuRequest: "100m", - CpuLimit: "1", - MemoryRequest: "200Mi", - MemoryLimit: "1Gi", - StorageSpecSecretName: "storage-secret", + Image: "gcr.io/kserve/storage-initializer:latest", + CpuRequest: "100m", + CpuLimit: "1", + MemoryRequest: "200Mi", + MemoryLimit: "1Gi", }), gomega.BeNil(), }, @@ -1264,24 +1268,22 @@ func TestGetStorageInitializerConfigs(t *testing.T) { ObjectMeta: metav1.ObjectMeta{}, Data: map[string]string{ StorageInitializerConfigMapKeyName: `{ - "Image": "gcr.io/kfserving/storage-initializer:latest", + "Image": "gcr.io/kserve/storage-initializer:latest", "CpuRequest": "100m", "CpuLimit": "1", "MemoryRequest": "200MC", - "MemoryLimit": "1Gi", - "StorageSpecSecretName": "storage-secret" + "MemoryLimit": "1Gi" }`, }, BinaryData: map[string][]byte{}, }, matchers: []types.GomegaMatcher{ gomega.Equal(&StorageInitializerConfig{ - Image: "gcr.io/kfserving/storage-initializer:latest", - CpuRequest: "100m", - CpuLimit: "1", - MemoryRequest: "200MC", - MemoryLimit: "1Gi", - StorageSpecSecretName: "storage-secret", + Image: "gcr.io/kserve/storage-initializer:latest", + CpuRequest: "100m", + CpuLimit: "1", + MemoryRequest: "200MC", + MemoryLimit: "1Gi", }), gomega.HaveOccurred(), }, @@ -1440,12 +1442,13 @@ func TestDirectVolumeMountForPvc(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: &StorageInitializerConfig{ EnableDirectPvcVolumeMount: true, // enable direct volume mount for PVC }, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -1770,10 +1773,11 @@ func TestTransformerCollocation(t *testing.T) { for name, scenario := range scenarios { injector := &StorageInitializerInjector{ - credentialBuilder: credentials.NewCredentialBulder(c, &v1.ConfigMap{ + credentialBuilder: credentials.NewCredentialBuilder(c, &v1.ConfigMap{ Data: map[string]string{}, }), config: scenario.storageConfig, + client: c, } if err := injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { t.Errorf("Test %q unexpected result: %s", name, err) @@ -1783,3 +1787,281 @@ func TestTransformerCollocation(t *testing.T) { } } } + +func TestGetStorageContainerSpec(t *testing.T) { + g := gomega.NewWithT(t) + customSpec := v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "custom", + }, + Spec: v1alpha1.StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/custom:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "custom://"}}, + }, + } + s3AzureSpec := v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "s3Azure", + }, + Spec: v1alpha1.StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/storage-initializer:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "s3://"}, {Regex: "https://(.+?).blob.core.windows.net/(.+)"}}, + }, + } + storageContainerSpecs := &v1alpha1.ClusterStorageContainerList{ + Items: []v1alpha1.ClusterStorageContainer{customSpec, s3AzureSpec}, + } + + s := runtime.NewScheme() + err := v1alpha1.AddToScheme(s) + if err != nil { + t.Errorf("unable to add scheme : %v", err) + } + mockClient := fake.NewClientBuilder().WithLists(storageContainerSpecs).WithScheme(s).Build() + scenarios := map[string]struct { + storageUri string + expectedSpec *v1.Container + }{ + "s3": { + storageUri: "s3://foo", + expectedSpec: &s3AzureSpec.Spec.Container, + }, + "custom": { + storageUri: "custom://foo", + expectedSpec: &customSpec.Spec.Container, + }, + "nonExistent": { + storageUri: "abc://", + expectedSpec: nil, + }, + } + for name, scenario := range scenarios { + var container *v1.Container + + if container, err = getContainerSpecForStorageUri(scenario.storageUri, mockClient); err != nil { + t.Errorf("Test %q unexpected result: %s", name, err) + } + g.Expect(container).To(gomega.Equal(scenario.expectedSpec)) + } +} + +func TestStorageContainerCRDInjection(t *testing.T) { + customSpec := v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "custom", + }, + Spec: v1alpha1.StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/storage-initializer:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "custom://"}}, + }, + } + s3AzureSpec := v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "s3Azure", + }, + Spec: v1alpha1.StorageContainerSpec{ + Container: v1.Container{ + Image: "kserve/storage-initializer:latest", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("500Mi"), + }, + }, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + }, + }, + SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "s3://"}, {Regex: "https://(.+?).blob.core.windows.net/(.+)"}}, + }, + } + storageContainerSpecs := &v1alpha1.ClusterStorageContainerList{ + Items: []v1alpha1.ClusterStorageContainer{customSpec, s3AzureSpec}, + } + + s := runtime.NewScheme() + err := v1alpha1.AddToScheme(s) + if err != nil { + t.Errorf("unable to add scheme : %v", err) + } + mockClient := fake.NewClientBuilder().WithLists(storageContainerSpecs).WithScheme(s).Build() + scenarios := map[string]struct { + original *v1.Pod + expected *v1.Pod + }{ + "s3": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "s3://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "s3://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-provision-location", + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: true, + }, + }, + }, + }, + InitContainers: []v1.Container{ + { + Name: "storage-initializer", + Image: StorageInitializerContainerImage + ":" + StorageInitializerContainerImageVersion, + Args: []string{"s3://foo", constants.DefaultModelLocalMountPath}, + Resources: v1.ResourceRequirements{ + Limits: map[v1.ResourceName]resource.Quantity{ + v1.ResourceCPU: resource.MustParse(StorageInitializerDefaultCPULimit), + v1.ResourceMemory: resource.MustParse("500Mi"), // From CRD + }, + Requests: map[v1.ResourceName]resource.Quantity{ + v1.ResourceCPU: resource.MustParse(StorageInitializerDefaultCPURequest), + v1.ResourceMemory: resource.MustParse(StorageInitializerDefaultMemoryRequest), + }, + }, + TerminationMessagePolicy: "FallbackToLogsOnError", + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-provision-location", + MountPath: constants.DefaultModelLocalMountPath, + }, + }, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + }, + SecurityContext: &v1.SecurityContext{ + RunAsUser: expectedInitContainerUid, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: "kserve-provision-location", + VolumeSource: v1.VolumeSource{ + EmptyDir: &v1.EmptyDirVolumeSource{}, + }, + }, + }, + }, + }, + }, + "Default config if storage uri not matched in CRs": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "https://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "https://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-provision-location", + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: true, + }, + }, + }, + }, + InitContainers: []v1.Container{ + { + Name: "storage-initializer", + Image: StorageInitializerContainerImage + ":" + StorageInitializerContainerImageVersion, + Args: []string{"https://foo", constants.DefaultModelLocalMountPath}, + Resources: resourceRequirement, // from configMap instead of the CR + TerminationMessagePolicy: "FallbackToLogsOnError", + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-provision-location", + MountPath: constants.DefaultModelLocalMountPath, + }, + }, + SecurityContext: &v1.SecurityContext{ + RunAsUser: expectedInitContainerUid, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: "kserve-provision-location", + VolumeSource: v1.VolumeSource{ + EmptyDir: &v1.EmptyDirVolumeSource{}, + }, + }, + }, + }, + }, + }, + } + for name, scenario := range scenarios { + injector := &StorageInitializerInjector{ + credentialBuilder: credentials.NewCredentialBuilder(mockClient, &v1.ConfigMap{ + Data: map[string]string{}, + }), + config: storageInitializerConfig, + client: mockClient, + } + + if err = injector.InjectStorageInitializer(scenario.original, targetNS); err != nil { + t.Errorf("Test %q unexpected result: %s", name, err) + } + if diff, _ := kmp.SafeDiff(scenario.expected.Spec, scenario.original.Spec); diff != "" { + t.Errorf("Test %q unexpected result (-want +got): %v", name, diff) + } + } +} diff --git a/pkg/webhook/admission/pod/suite_test.go b/pkg/webhook/admission/pod/suite_test.go index 279bcab1cb..1280454691 100644 --- a/pkg/webhook/admission/pod/suite_test.go +++ b/pkg/webhook/admission/pod/suite_test.go @@ -20,7 +20,9 @@ import ( "os" "testing" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" pkgtest "github.com/kserve/kserve/pkg/testing" + "k8s.io/client-go/kubernetes/scheme" "k8s.io/client-go/rest" "k8s.io/klog" @@ -32,7 +34,12 @@ var c client.Client func TestMain(m *testing.M) { t := pkgtest.SetupEnvTest() - var err error + + err := v1alpha1.AddToScheme(scheme.Scheme) + if err != nil { + klog.Error(err, "Failed to add v1alpha1 to scheme") + } + if cfg, err = t.Start(); err != nil { klog.Error(err, "Failed to start testing panel") } diff --git a/python/VERSION b/python/VERSION index 6699a1abef..d9df1bbc0c 100644 --- a/python/VERSION +++ b/python/VERSION @@ -1 +1 @@ -0.11.0rc1 +0.11.0 diff --git a/python/aiffairness.Dockerfile b/python/aiffairness.Dockerfile index a22606b958..74ad6f625b 100644 --- a/python/aiffairness.Dockerfile +++ b/python/aiffairness.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/aiffairness/poetry.lock b/python/aiffairness/poetry.lock index 3f32997599..dbafccf605 100644 --- a/python/aiffairness/poetry.lock +++ b/python/aiffairness/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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Not intended for use outside KServe Frameworks Images." authors = ["Andrew Butler "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/alibiexplainer.Dockerfile b/python/alibiexplainer.Dockerfile index 2fb6cc2233..a77bebccc5 100644 --- a/python/alibiexplainer.Dockerfile +++ b/python/alibiexplainer.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/alibiexplainer/poetry.lock b/python/alibiexplainer/poetry.lock index 57e8202360..0d3edc5ebc 100644 --- a/python/alibiexplainer/poetry.lock +++ b/python/alibiexplainer/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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Not intended for use outside KServe Frameworks Images." authors = ["cliveseldon "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/alibiexplainer/tests/test_anchor_tabular.py b/python/alibiexplainer/tests/test_anchor_tabular.py index b60c097bd0..29117a8549 100644 --- a/python/alibiexplainer/tests/test_anchor_tabular.py +++ b/python/alibiexplainer/tests/test_anchor_tabular.py @@ -12,7 +12,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -import logging from alibiexplainer.anchor_tabular import AnchorTabular import os import dill @@ -23,8 +22,8 @@ from .utils import Predictor from kserve.storage import Storage -ADULT_EXPLAINER_URI = "gs://kfserving-examples/models/sklearn/1.0/income/explainer-0.9.1" -ADULT_MODEL_URI = "gs://kfserving-examples/models/sklearn/1.0/income/model" +ADULT_EXPLAINER_URI = "gs://kfserving-examples/models/sklearn/1.3/income/explainer" +ADULT_MODEL_URI = "gs://kfserving-examples/models/sklearn/1.3/income/model" EXPLAINER_FILENAME = "explainer.dill" @@ -38,7 +37,6 @@ def test_anchor_tabular(): skmodel.load() predictor = Predictor(skmodel) alibi_model = dill.load(f) - logging.info(f"alibi_model**** {alibi_model} {type(alibi_model)}") anchor_tabular = AnchorTabular(predictor.predict_fn, alibi_model) adult = fetch_adult() X_test = adult.data[30001:, :] diff --git a/python/artexplainer.Dockerfile b/python/artexplainer.Dockerfile index d913217bb5..bc01e393a9 100644 --- a/python/artexplainer.Dockerfile +++ b/python/artexplainer.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/artexplainer/poetry.lock b/python/artexplainer/poetry.lock index 1ecd160368..2b068ef73e 100644 --- a/python/artexplainer/poetry.lock +++ b/python/artexplainer/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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name = "artserver" -version = "0.11.0rc0" +version = "0.11.0" description = "Model Server implementation for AI Robustness Toolbox. Not intended for use outside KServe Frameworks Images." authors = ["Andrew Butler "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/custom_model/poetry.lock b/python/custom_model/poetry.lock index e02b5f6f38..f50f239ff6 100644 --- a/python/custom_model/poetry.lock +++ b/python/custom_model/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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Not intended for use outside KServe Frameworks Images." authors = ["The KServe Authors"] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -12,7 +12,7 @@ packages = [ python = ">=3.9,<3.12" kserve = {path = "../kserve", develop = true} torchvision = {version = "0.15.1+cpu", source = "pytorch"} -torch = {version = "2.0.0+cpu", source = "pytorch"} +torch = {version = "2.0.0", source = "pytorch"} pillow = "~9.3.0" diff --git a/python/custom_transformer/poetry.lock b/python/custom_transformer/poetry.lock index b7edcc24ba..f14819e2fa 100644 --- a/python/custom_transformer/poetry.lock +++ b/python/custom_transformer/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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"main" optional = false python-versions = ">=3.7" files = [ diff --git a/python/custom_transformer/pyproject.toml b/python/custom_transformer/pyproject.toml index 72515661ba..ec981591bf 100644 --- a/python/custom_transformer/pyproject.toml +++ b/python/custom_transformer/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "custom_transformer" -version = "0.11.0rc0" +version = "0.11.0" description = "Custom Transformer Examples. Not intended for use outside KServe Frameworks Images." authors = ["Dan Sun "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/kserve/docs/KnativeAddressable.md b/python/kserve/docs/KnativeAddressable.md index 2e3484e815..07fb123d3c 100644 --- a/python/kserve/docs/KnativeAddressable.md +++ b/python/kserve/docs/KnativeAddressable.md @@ -3,7 +3,7 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**url** | [**KnativeURL**](KnativeURL.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/KnativeCondition.md b/python/kserve/docs/KnativeCondition.md index f7379944eb..38f894af9b 100644 --- a/python/kserve/docs/KnativeCondition.md +++ b/python/kserve/docs/KnativeCondition.md @@ -4,10 +4,10 @@ Conditions defines a readiness condition for a Knative resource. See: https://gi ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**last_transition_time** | [**KnativeVolatileTime**](KnativeVolatileTime.md) | LastTransitionTime is the last time the condition transitioned from one status to another. We use VolatileTime in place of metav1.Time to exclude this from creating equality.Semantic differences (all other things held constant). | [optional] -**message** | **str** | A human readable message indicating details about the transition. | [optional] -**reason** | **str** | The reason for the condition's last transition. | [optional] -**severity** | **str** | Severity with which to treat failures of this type of condition. When this is not specified, it defaults to Error. | [optional] +**last_transition_time** | [**KnativeVolatileTime**](KnativeVolatileTime.md) | LastTransitionTime is the last time the condition transitioned from one status to another. We use VolatileTime in place of metav1.Time to exclude this from creating equality.Semantic differences (all other things held constant). | [optional] +**message** | **str** | A human readable message indicating details about the transition. | [optional] +**reason** | **str** | The reason for the condition's last transition. | [optional] +**severity** | **str** | Severity with which to treat failures of this type of condition. When this is not specified, it defaults to Error. | [optional] **status** | **str** | Status of the condition, one of True, False, Unknown. | **type** | **str** | Type of condition. | diff --git a/python/kserve/docs/KnativeStatus.md b/python/kserve/docs/KnativeStatus.md index 6858a71ffe..c8356417f3 100644 --- a/python/kserve/docs/KnativeStatus.md +++ b/python/kserve/docs/KnativeStatus.md @@ -3,8 +3,8 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] -**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] +**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] +**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1BuiltInAdapter.md b/python/kserve/docs/V1alpha1BuiltInAdapter.md index 09dc36f111..afe50ffe74 100644 --- a/python/kserve/docs/V1alpha1BuiltInAdapter.md +++ b/python/kserve/docs/V1alpha1BuiltInAdapter.md @@ -3,11 +3,11 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | Environment variables used to control other aspects of the built-in adapter's behaviour (uncommon) | [optional] -**mem_buffer_bytes** | **int** | Fixed memory overhead to subtract from runtime container's memory allocation to determine model capacity | [optional] -**model_loading_timeout_millis** | **int** | Timeout for model loading operations in milliseconds | [optional] -**runtime_management_port** | **int** | Port which the runtime server listens for model management requests | [optional] -**server_type** | **str** | ServerType must be one of the supported built-in types such as \"triton\" or \"mlserver\", and the runtime's container must have the same name | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | Environment variables used to control other aspects of the built-in adapter's behaviour (uncommon) | [optional] +**mem_buffer_bytes** | **int** | Fixed memory overhead to subtract from runtime container's memory allocation to determine model capacity | [optional] +**model_loading_timeout_millis** | **int** | Timeout for model loading operations in milliseconds | [optional] +**runtime_management_port** | **int** | Port which the runtime server listens for model management requests | [optional] +**server_type** | **str** | ServerType must be one of the supported built-in types such as \"triton\" or \"mlserver\", and the runtime's container must have the same name | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ClusterServingRuntime.md b/python/kserve/docs/V1alpha1ClusterServingRuntime.md index 6ad4ff351c..42600a9a15 100644 --- a/python/kserve/docs/V1alpha1ClusterServingRuntime.md +++ b/python/kserve/docs/V1alpha1ClusterServingRuntime.md @@ -4,11 +4,11 @@ ClusterServingRuntime is the Schema for the servingruntimes API ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1alpha1ServingRuntimeSpec**](V1alpha1ServingRuntimeSpec.md) | | [optional] -**status** | [**object**](.md) | ServingRuntimeStatus defines the observed state of ServingRuntime | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1ServingRuntimeSpec**](V1alpha1ServingRuntimeSpec.md) | | [optional] +**status** | [**object**](.md) | ServingRuntimeStatus defines the observed state of ServingRuntime | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ClusterServingRuntimeList.md b/python/kserve/docs/V1alpha1ClusterServingRuntimeList.md index c0f36c6bc1..4fd6ce0314 100644 --- a/python/kserve/docs/V1alpha1ClusterServingRuntimeList.md +++ b/python/kserve/docs/V1alpha1ClusterServingRuntimeList.md @@ -4,10 +4,10 @@ ServingRuntimeList contains a list of ServingRuntime ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1alpha1ClusterServingRuntime]**](V1alpha1ClusterServingRuntime.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1Container.md b/python/kserve/docs/V1alpha1Container.md index fe0b7387de..540fbfbcb1 100644 --- a/python/kserve/docs/V1alpha1Container.md +++ b/python/kserve/docs/V1alpha1Container.md @@ -3,16 +3,16 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | | [optional] -**command** | **list[str]** | | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | | [optional] -**image** | **str** | | [optional] -**image_pull_policy** | **str** | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**working_dir** | **str** | | [optional] +**args** | **list[str]** | | [optional] +**command** | **list[str]** | | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | | [optional] +**image** | **str** | | [optional] +**image_pull_policy** | **str** | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**working_dir** | **str** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceGraph.md b/python/kserve/docs/V1alpha1InferenceGraph.md index 7073d97152..7a3ea4819c 100644 --- a/python/kserve/docs/V1alpha1InferenceGraph.md +++ b/python/kserve/docs/V1alpha1InferenceGraph.md @@ -4,11 +4,11 @@ InferenceGraph is the Schema for the InferenceGraph API for multiple models ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1alpha1InferenceGraphSpec**](V1alpha1InferenceGraphSpec.md) | | [optional] -**status** | [**V1alpha1InferenceGraphStatus**](V1alpha1InferenceGraphStatus.md) | | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1InferenceGraphSpec**](V1alpha1InferenceGraphSpec.md) | | [optional] +**status** | [**V1alpha1InferenceGraphStatus**](V1alpha1InferenceGraphStatus.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceGraphList.md b/python/kserve/docs/V1alpha1InferenceGraphList.md index a3d9faeea3..378495546c 100644 --- a/python/kserve/docs/V1alpha1InferenceGraphList.md +++ b/python/kserve/docs/V1alpha1InferenceGraphList.md @@ -4,10 +4,10 @@ InferenceGraphList contains a list of InferenceGraph ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1alpha1InferenceGraph]**](V1alpha1InferenceGraph.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceGraphSpec.md b/python/kserve/docs/V1alpha1InferenceGraphSpec.md index eeaf611151..1177078591 100644 --- a/python/kserve/docs/V1alpha1InferenceGraphSpec.md +++ b/python/kserve/docs/V1alpha1InferenceGraphSpec.md @@ -4,9 +4,9 @@ InferenceGraphSpec defines the InferenceGraph spec ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] **nodes** | [**dict(str, V1alpha1InferenceRouter)**](V1alpha1InferenceRouter.md) | Map of InferenceGraph router nodes Each node defines the router which can be different routing types | -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceGraphStatus.md b/python/kserve/docs/V1alpha1InferenceGraphStatus.md index 74f45ac660..7a9447aa36 100644 --- a/python/kserve/docs/V1alpha1InferenceGraphStatus.md +++ b/python/kserve/docs/V1alpha1InferenceGraphStatus.md @@ -4,10 +4,10 @@ InferenceGraphStatus defines the InferenceGraph conditions and status ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] -**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] -**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] -**url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] +**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] +**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] +**url** | [**KnativeURL**](KnativeURL.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceRouter.md b/python/kserve/docs/V1alpha1InferenceRouter.md index c4beab0a87..aa1772ba03 100644 --- a/python/kserve/docs/V1alpha1InferenceRouter.md +++ b/python/kserve/docs/V1alpha1InferenceRouter.md @@ -5,7 +5,7 @@ InferenceRouter defines the router for each InferenceGraph node with one or mult Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **router_type** | **str** | RouterType - `Sequence:` chain multiple inference steps with input/output from previous step - `Splitter:` randomly routes to the target service according to the weight - `Ensemble:` routes the request to multiple models and then merge the responses - `Switch:` routes the request to one of the steps based on condition | [default to ''] -**steps** | [**list[V1alpha1InferenceStep]**](V1alpha1InferenceStep.md) | Steps defines destinations for the current router node | [optional] +**steps** | [**list[V1alpha1InferenceStep]**](V1alpha1InferenceStep.md) | Steps defines destinations for the current router node | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceStep.md b/python/kserve/docs/V1alpha1InferenceStep.md index 1d9853df26..76544f0f10 100644 --- a/python/kserve/docs/V1alpha1InferenceStep.md +++ b/python/kserve/docs/V1alpha1InferenceStep.md @@ -4,13 +4,13 @@ InferenceStep defines the inference target of the current step with condition, w ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**condition** | **str** | routing based on the condition | [optional] -**data** | **str** | request data sent to the next route with input/output from the previous step $request $response.predictions | [optional] -**name** | **str** | Unique name for the step within this node | [optional] -**node_name** | **str** | The node name for routing as next step | [optional] -**service_name** | **str** | named reference for InferenceService | [optional] -**service_url** | **str** | InferenceService URL, mutually exclusive with ServiceName | [optional] -**weight** | **int** | the weight for split of the traffic, only used for Split Router when weight is specified all the routing targets should be sum to 100 | [optional] +**condition** | **str** | routing based on the condition | [optional] +**data** | **str** | request data sent to the next route with input/output from the previous step $request $response.predictions | [optional] +**name** | **str** | Unique name for the step within this node | [optional] +**node_name** | **str** | The node name for routing as next step | [optional] +**service_name** | **str** | named reference for InferenceService | [optional] +**service_url** | **str** | InferenceService URL, mutually exclusive with ServiceName | [optional] +**weight** | **int** | the weight for split of the traffic, only used for Split Router when weight is specified all the routing targets should be sum to 100 | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1InferenceTarget.md b/python/kserve/docs/V1alpha1InferenceTarget.md index 137ca25b74..4d51b4ff4a 100644 --- a/python/kserve/docs/V1alpha1InferenceTarget.md +++ b/python/kserve/docs/V1alpha1InferenceTarget.md @@ -4,9 +4,9 @@ Exactly one InferenceTarget field must be specified ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**node_name** | **str** | The node name for routing as next step | [optional] -**service_name** | **str** | named reference for InferenceService | [optional] -**service_url** | **str** | InferenceService URL, mutually exclusive with ServiceName | [optional] +**node_name** | **str** | The node name for routing as next step | [optional] +**service_name** | **str** | named reference for InferenceService | [optional] +**service_url** | **str** | InferenceService URL, mutually exclusive with ServiceName | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ServingRuntime.md b/python/kserve/docs/V1alpha1ServingRuntime.md index 935e6ef6f4..66f4d851f0 100644 --- a/python/kserve/docs/V1alpha1ServingRuntime.md +++ b/python/kserve/docs/V1alpha1ServingRuntime.md @@ -4,11 +4,11 @@ ServingRuntime is the Schema for the servingruntimes API ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1alpha1ServingRuntimeSpec**](V1alpha1ServingRuntimeSpec.md) | | [optional] -**status** | [**object**](.md) | ServingRuntimeStatus defines the observed state of ServingRuntime | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1ServingRuntimeSpec**](V1alpha1ServingRuntimeSpec.md) | | [optional] +**status** | [**object**](.md) | ServingRuntimeStatus defines the observed state of ServingRuntime | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ServingRuntimeList.md b/python/kserve/docs/V1alpha1ServingRuntimeList.md index 0b93cc3298..c71c946be0 100644 --- a/python/kserve/docs/V1alpha1ServingRuntimeList.md +++ b/python/kserve/docs/V1alpha1ServingRuntimeList.md @@ -4,10 +4,10 @@ ServingRuntimeList contains a list of ServingRuntime ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1alpha1ServingRuntime]**](V1alpha1ServingRuntime.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md b/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md index 31f81d73db..69e824332a 100644 --- a/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md +++ b/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md @@ -3,14 +3,14 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1ServingRuntimeSpec.md b/python/kserve/docs/V1alpha1ServingRuntimeSpec.md index fd6aad2fae..64ae5d864d 100644 --- a/python/kserve/docs/V1alpha1ServingRuntimeSpec.md +++ b/python/kserve/docs/V1alpha1ServingRuntimeSpec.md @@ -4,24 +4,24 @@ ServingRuntimeSpec defines the desired state of ServingRuntime. This spec is cur ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] -**built_in_adapter** | [**V1alpha1BuiltInAdapter**](V1alpha1BuiltInAdapter.md) | | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**built_in_adapter** | [**V1alpha1BuiltInAdapter**](V1alpha1BuiltInAdapter.md) | | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | -**disabled** | **bool** | Set to true to disable use of this runtime | [optional] -**grpc_data_endpoint** | **str** | Grpc endpoint for inferencing | [optional] -**grpc_endpoint** | **str** | Grpc endpoint for internal model-management (implementing mmesh.ModelRuntime gRPC service) Assumed to be single-model runtime if omitted | [optional] -**http_data_endpoint** | **str** | HTTP endpoint for inferencing | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] -**multi_model** | **bool** | Whether this ServingRuntime is intended for multi-model usage or not. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**protocol_versions** | **list[str]** | Supported protocol versions (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**replicas** | **int** | Configure the number of replicas in the Deployment generated by this ServingRuntime If specified, this overrides the podsPerRuntime configuration value | [optional] -**storage_helper** | [**V1alpha1StorageHelper**](V1alpha1StorageHelper.md) | | [optional] -**supported_model_formats** | [**list[V1alpha1SupportedModelFormat]**](V1alpha1SupportedModelFormat.md) | Model formats and version supported by this runtime | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**disabled** | **bool** | Set to true to disable use of this runtime | [optional] +**grpc_data_endpoint** | **str** | Grpc endpoint for inferencing | [optional] +**grpc_endpoint** | **str** | Grpc endpoint for internal model-management (implementing mmesh.ModelRuntime gRPC service) Assumed to be single-model runtime if omitted | [optional] +**http_data_endpoint** | **str** | HTTP endpoint for inferencing | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**multi_model** | **bool** | Whether this ServingRuntime is intended for multi-model usage or not. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**protocol_versions** | **list[str]** | Supported protocol versions (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**replicas** | **int** | Configure the number of replicas in the Deployment generated by this ServingRuntime If specified, this overrides the podsPerRuntime configuration value | [optional] +**storage_helper** | [**V1alpha1StorageHelper**](V1alpha1StorageHelper.md) | | [optional] +**supported_model_formats** | [**list[V1alpha1SupportedModelFormat]**](V1alpha1SupportedModelFormat.md) | Model formats and version supported by this runtime | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1StorageHelper.md b/python/kserve/docs/V1alpha1StorageHelper.md index 57294a686c..94d87cdd80 100644 --- a/python/kserve/docs/V1alpha1StorageHelper.md +++ b/python/kserve/docs/V1alpha1StorageHelper.md @@ -3,7 +3,7 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**disabled** | **bool** | | [optional] +**disabled** | **bool** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1SupportedModelFormat.md b/python/kserve/docs/V1alpha1SupportedModelFormat.md index 08cfc089ae..f52831d87f 100644 --- a/python/kserve/docs/V1alpha1SupportedModelFormat.md +++ b/python/kserve/docs/V1alpha1SupportedModelFormat.md @@ -3,9 +3,9 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**auto_select** | **bool** | Set to true to allow the ServingRuntime to be used for automatic model placement if this model format is specified with no explicit runtime. | [optional] -**name** | **str** | Name of the model format. | [optional] [default to ''] -**version** | **str** | Version of the model format. Used in validating that a predictor is supported by a runtime. Can be \"major\", \"major.minor\" or \"major.minor.patch\". | [optional] +**auto_select** | **bool** | Set to true to allow the ServingRuntime to be used for automatic model placement if this model format is specified with no explicit runtime. | [optional] +**name** | **str** | Name of the model format. | [optional][default to ''] +**version** | **str** | Version of the model format. Used in validating that a predictor is supported by a runtime. Can be \"major\", \"major.minor\" or \"major.minor.patch\". | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1TrainedModel.md b/python/kserve/docs/V1alpha1TrainedModel.md index 3b2bc86076..1011068e34 100644 --- a/python/kserve/docs/V1alpha1TrainedModel.md +++ b/python/kserve/docs/V1alpha1TrainedModel.md @@ -4,11 +4,11 @@ TrainedModel is the Schema for the TrainedModel API ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1alpha1TrainedModelSpec**](V1alpha1TrainedModelSpec.md) | | [optional] -**status** | [**V1alpha1TrainedModelStatus**](V1alpha1TrainedModelStatus.md) | | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1TrainedModelSpec**](V1alpha1TrainedModelSpec.md) | | [optional] +**status** | [**V1alpha1TrainedModelStatus**](V1alpha1TrainedModelStatus.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1TrainedModelList.md b/python/kserve/docs/V1alpha1TrainedModelList.md index 4cb93713a3..48fd52d988 100644 --- a/python/kserve/docs/V1alpha1TrainedModelList.md +++ b/python/kserve/docs/V1alpha1TrainedModelList.md @@ -4,10 +4,10 @@ TrainedModelList contains a list of TrainedModel ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1alpha1TrainedModel]**](V1alpha1TrainedModel.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ARTExplainerSpec.md b/python/kserve/docs/V1beta1ARTExplainerSpec.md index 8b1ada4db5..1b5db4b45a 100644 --- a/python/kserve/docs/V1beta1ARTExplainerSpec.md +++ b/python/kserve/docs/V1beta1ARTExplainerSpec.md @@ -4,33 +4,33 @@ ARTExplainerType defines the arguments for configuring an ART Explanation Server ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] **name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | The location of a trained explanation model | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | The location of a trained explanation model | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] **type** | **str** | The type of ART explainer | [default to ''] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1AlibiExplainerSpec.md b/python/kserve/docs/V1beta1AlibiExplainerSpec.md index 958fb54931..0491eb5401 100644 --- a/python/kserve/docs/V1beta1AlibiExplainerSpec.md +++ b/python/kserve/docs/V1beta1AlibiExplainerSpec.md @@ -4,33 +4,33 @@ AlibiExplainerSpec defines the arguments for configuring an Alibi Explanation Se ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] **name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | The location of a trained explanation model | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | The location of a trained explanation model | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] **type** | **str** | The type of Alibi explainer <br /> Valid values are: <br /> - \"AnchorTabular\"; <br /> - \"AnchorImages\"; <br /> - \"AnchorText\"; <br /> - \"Counterfactuals\"; <br /> - \"Contrastive\"; <br /> | [default to ''] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1Batcher.md b/python/kserve/docs/V1beta1Batcher.md index fcb1da653e..a050c027ca 100644 --- a/python/kserve/docs/V1beta1Batcher.md +++ b/python/kserve/docs/V1beta1Batcher.md @@ -4,9 +4,9 @@ Batcher specifies optional payload batching available for all components ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**max_batch_size** | **int** | Specifies the max number of requests to trigger a batch | [optional] -**max_latency** | **int** | Specifies the max latency to trigger a batch | [optional] -**timeout** | **int** | Specifies the timeout of a batch | [optional] +**max_batch_size** | **int** | Specifies the max number of requests to trigger a batch | [optional] +**max_latency** | **int** | Specifies the max latency to trigger a batch | [optional] +**timeout** | **int** | Specifies the timeout of a batch | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ComponentExtensionSpec.md b/python/kserve/docs/V1beta1ComponentExtensionSpec.md index 561f058da5..4e9275185b 100644 --- a/python/kserve/docs/V1beta1ComponentExtensionSpec.md +++ b/python/kserve/docs/V1beta1ComponentExtensionSpec.md @@ -4,15 +4,17 @@ ComponentExtensionSpec defines the deployment configuration for a given Inferenc ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] -**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] -**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] -**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] -**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] -**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] -**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] -**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] -**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] +**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] +**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] +**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] +**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] +**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] +**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] +**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ComponentStatusSpec.md b/python/kserve/docs/V1beta1ComponentStatusSpec.md index 923e284359..44f225ab6e 100644 --- a/python/kserve/docs/V1beta1ComponentStatusSpec.md +++ b/python/kserve/docs/V1beta1ComponentStatusSpec.md @@ -4,15 +4,15 @@ ComponentStatusSpec describes the state of the component ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] -**grpc_url** | [**KnativeURL**](KnativeURL.md) | | [optional] -**latest_created_revision** | **str** | Latest revision name that is created | [optional] -**latest_ready_revision** | **str** | Latest revision name that is in ready state | [optional] -**latest_rolledout_revision** | **str** | Latest revision name that is rolled out with 100 percent traffic | [optional] -**previous_rolledout_revision** | **str** | Previous revision name that is rolled out with 100 percent traffic | [optional] -**rest_url** | [**KnativeURL**](KnativeURL.md) | | [optional] -**traffic** | [**list[KnativeDevServingPkgApisServingV1TrafficTarget]**](KnativeDevServingPkgApisServingV1TrafficTarget.md) | Traffic holds the configured traffic distribution for latest ready revision and previous rolled out revision. | [optional] -**url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] +**grpc_url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**latest_created_revision** | **str** | Latest revision name that is created | [optional] +**latest_ready_revision** | **str** | Latest revision name that is in ready state | [optional] +**latest_rolledout_revision** | **str** | Latest revision name that is rolled out with 100 percent traffic | [optional] +**previous_rolledout_revision** | **str** | Previous revision name that is rolled out with 100 percent traffic | [optional] +**rest_url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**traffic** | [**list[KnativeDevServingPkgApisServingV1TrafficTarget]**](KnativeDevServingPkgApisServingV1TrafficTarget.md) | Traffic holds the configured traffic distribution for latest ready revision and previous rolled out revision. | [optional] +**url** | [**KnativeURL**](KnativeURL.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1CustomExplainer.md b/python/kserve/docs/V1beta1CustomExplainer.md index 23ecb80e86..de622dc135 100644 --- a/python/kserve/docs/V1beta1CustomExplainer.md +++ b/python/kserve/docs/V1beta1CustomExplainer.md @@ -4,42 +4,45 @@ CustomExplainer defines arguments for configuring a custom explainer. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1CustomPredictor.md b/python/kserve/docs/V1beta1CustomPredictor.md index 9af891031d..5cf5417534 100644 --- a/python/kserve/docs/V1beta1CustomPredictor.md +++ b/python/kserve/docs/V1beta1CustomPredictor.md @@ -4,42 +4,45 @@ CustomPredictor defines arguments for configuring a custom server. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1CustomTransformer.md b/python/kserve/docs/V1beta1CustomTransformer.md index d06c84ad72..1cf89be995 100644 --- a/python/kserve/docs/V1beta1CustomTransformer.md +++ b/python/kserve/docs/V1beta1CustomTransformer.md @@ -4,42 +4,45 @@ CustomTransformer defines arguments for configuring a custom transformer. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1DeployConfig.md b/python/kserve/docs/V1beta1DeployConfig.md index 9b1d3341b7..c5f27ba320 100644 --- a/python/kserve/docs/V1beta1DeployConfig.md +++ b/python/kserve/docs/V1beta1DeployConfig.md @@ -3,7 +3,7 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**default_deployment_mode** | **str** | | [optional] +**default_deployment_mode** | **str** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ExplainerExtensionSpec.md b/python/kserve/docs/V1beta1ExplainerExtensionSpec.md index f4def4a0e1..e2f1f73771 100644 --- a/python/kserve/docs/V1beta1ExplainerExtensionSpec.md +++ b/python/kserve/docs/V1beta1ExplainerExtensionSpec.md @@ -4,32 +4,32 @@ ExplainerExtensionSpec defines configuration shared across all explainer framewo ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | The location of a trained explanation model | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**config** | **dict(str, str)** | Inline custom parameter settings for explainer | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Defaults to latest Explainer Version | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | The location of a trained explanation model | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ExplainerSpec.md b/python/kserve/docs/V1beta1ExplainerSpec.md index d053bde564..0c2a51227f 100644 --- a/python/kserve/docs/V1beta1ExplainerSpec.md +++ b/python/kserve/docs/V1beta1ExplainerSpec.md @@ -4,53 +4,58 @@ ExplainerSpec defines the container spec for a model explanation server, The fol ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**alibi** | [**V1beta1AlibiExplainerSpec**](V1beta1AlibiExplainerSpec.md) | | [optional] -**art** | [**V1beta1ARTExplainerSpec**](V1beta1ARTExplainerSpec.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] -**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] -**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] -**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] -**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] -**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] -**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] -**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**alibi** | [**V1beta1AlibiExplainerSpec**](V1beta1AlibiExplainerSpec.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**art** | [**V1beta1ARTExplainerSpec**](V1beta1ARTExplainerSpec.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] +**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] +**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] +**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] +**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] +**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] +**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] +**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ExplainersConfig.md b/python/kserve/docs/V1beta1ExplainersConfig.md index be675d0a4d..a12e9be25c 100644 --- a/python/kserve/docs/V1beta1ExplainersConfig.md +++ b/python/kserve/docs/V1beta1ExplainersConfig.md @@ -3,8 +3,8 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**alibi** | [**V1beta1ExplainerConfig**](V1beta1ExplainerConfig.md) | | [optional] -**art** | [**V1beta1ExplainerConfig**](V1beta1ExplainerConfig.md) | | [optional] +**alibi** | [**V1beta1ExplainerConfig**](V1beta1ExplainerConfig.md) | | [optional] +**art** | [**V1beta1ExplainerConfig**](V1beta1ExplainerConfig.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1FailureInfo.md b/python/kserve/docs/V1beta1FailureInfo.md index 176fa7bf74..7985cadf36 100644 --- a/python/kserve/docs/V1beta1FailureInfo.md +++ b/python/kserve/docs/V1beta1FailureInfo.md @@ -3,12 +3,12 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**exit_code** | **int** | Exit status from the last termination of the container | [optional] -**location** | **str** | Name of component to which the failure relates (usually Pod name) | [optional] -**message** | **str** | Detailed error message | [optional] -**model_revision_name** | **str** | Internal Revision/ID of model, tied to specific Spec contents | [optional] -**reason** | **str** | High level class of failure | [optional] -**time** | [**V1Time**](V1Time.md) | | [optional] +**exit_code** | **int** | Exit status from the last termination of the container | [optional] +**location** | **str** | Name of component to which the failure relates (usually Pod name) | [optional] +**message** | **str** | Detailed error message | [optional] +**model_revision_name** | **str** | Internal Revision/ID of model, tied to specific Spec contents | [optional] +**reason** | **str** | High level class of failure | [optional] +**time** | [**V1Time**](V1Time.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1InferenceService.md b/python/kserve/docs/V1beta1InferenceService.md index d989ef643d..eccc727254 100644 --- a/python/kserve/docs/V1beta1InferenceService.md +++ b/python/kserve/docs/V1beta1InferenceService.md @@ -4,11 +4,11 @@ InferenceService is the Schema for the InferenceServices API ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1beta1InferenceServiceSpec**](V1beta1InferenceServiceSpec.md) | | [optional] -**status** | [**V1beta1InferenceServiceStatus**](V1beta1InferenceServiceStatus.md) | | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1beta1InferenceServiceSpec**](V1beta1InferenceServiceSpec.md) | | [optional] +**status** | [**V1beta1InferenceServiceStatus**](V1beta1InferenceServiceStatus.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1InferenceServiceList.md b/python/kserve/docs/V1beta1InferenceServiceList.md index b89969df09..e653842141 100644 --- a/python/kserve/docs/V1beta1InferenceServiceList.md +++ b/python/kserve/docs/V1beta1InferenceServiceList.md @@ -4,10 +4,10 @@ InferenceServiceList contains a list of Service ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1beta1InferenceService]**](V1beta1InferenceService.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1InferenceServiceSpec.md b/python/kserve/docs/V1beta1InferenceServiceSpec.md index b186333bd1..e43b2ce0f2 100644 --- a/python/kserve/docs/V1beta1InferenceServiceSpec.md +++ b/python/kserve/docs/V1beta1InferenceServiceSpec.md @@ -4,9 +4,9 @@ InferenceServiceSpec is the top level type for this resource ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**explainer** | [**V1beta1ExplainerSpec**](V1beta1ExplainerSpec.md) | | [optional] +**explainer** | [**V1beta1ExplainerSpec**](V1beta1ExplainerSpec.md) | | [optional] **predictor** | [**V1beta1PredictorSpec**](V1beta1PredictorSpec.md) | | -**transformer** | [**V1beta1TransformerSpec**](V1beta1TransformerSpec.md) | | [optional] +**transformer** | [**V1beta1TransformerSpec**](V1beta1TransformerSpec.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1InferenceServiceStatus.md b/python/kserve/docs/V1beta1InferenceServiceStatus.md index e841d69c05..81a820ed91 100644 --- a/python/kserve/docs/V1beta1InferenceServiceStatus.md +++ b/python/kserve/docs/V1beta1InferenceServiceStatus.md @@ -4,13 +4,13 @@ InferenceServiceStatus defines the observed state of InferenceService ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] -**components** | [**dict(str, V1beta1ComponentStatusSpec)**](V1beta1ComponentStatusSpec.md) | Statuses for the components of the InferenceService | [optional] -**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] -**model_status** | [**V1beta1ModelStatus**](V1beta1ModelStatus.md) | | [optional] -**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] -**url** | [**KnativeURL**](KnativeURL.md) | | [optional] +**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] +**components** | [**dict(str, V1beta1ComponentStatusSpec)**](V1beta1ComponentStatusSpec.md) | Statuses for the components of the InferenceService | [optional] +**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] +**model_status** | [**V1beta1ModelStatus**](V1beta1ModelStatus.md) | | [optional] +**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] +**url** | [**KnativeURL**](KnativeURL.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1IngressConfig.md b/python/kserve/docs/V1beta1IngressConfig.md index b5071ef905..d838d441c6 100644 --- a/python/kserve/docs/V1beta1IngressConfig.md +++ b/python/kserve/docs/V1beta1IngressConfig.md @@ -3,16 +3,16 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**disable_istio_virtual_host** | **bool** | | [optional] -**domain_template** | **str** | | [optional] -**ingress_class_name** | **str** | | [optional] -**ingress_domain** | **str** | | [optional] -**ingress_gateway** | **str** | | [optional] -**ingress_service** | **str** | | [optional] -**local_gateway** | **str** | | [optional] -**local_gateway_service** | **str** | | [optional] -**path_template** | **str** | | [optional] -**url_scheme** | **str** | | [optional] +**disable_istio_virtual_host** | **bool** | | [optional] +**domain_template** | **str** | | [optional] +**ingress_class_name** | **str** | | [optional] +**ingress_domain** | **str** | | [optional] +**ingress_gateway** | **str** | | [optional] +**ingress_service** | **str** | | [optional] +**local_gateway** | **str** | | [optional] +**local_gateway_service** | **str** | | [optional] +**path_template** | **str** | | [optional] +**url_scheme** | **str** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1LightGBMSpec.md b/python/kserve/docs/V1beta1LightGBMSpec.md index 1cfadb8aff..ca93578b5f 100644 --- a/python/kserve/docs/V1beta1LightGBMSpec.md +++ b/python/kserve/docs/V1beta1LightGBMSpec.md @@ -4,32 +4,32 @@ LightGBMSpec defines arguments for configuring LightGBMSpec model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1LoggerSpec.md b/python/kserve/docs/V1beta1LoggerSpec.md index 4a98586b7a..42ee8a0cf8 100644 --- a/python/kserve/docs/V1beta1LoggerSpec.md +++ b/python/kserve/docs/V1beta1LoggerSpec.md @@ -4,8 +4,8 @@ LoggerSpec specifies optional payload logging available for all components ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**mode** | **str** | Specifies the scope of the loggers. <br /> Valid values are: <br /> - \"all\" (default): log both request and response; <br /> - \"request\": log only request; <br /> - \"response\": log only response <br /> | [optional] -**url** | **str** | URL to send logging events | [optional] +**mode** | **str** | Specifies the scope of the loggers. <br /> Valid values are: <br /> - \"all\" (default): log both request and response; <br /> - \"request\": log only request; <br /> - \"response\": log only response <br /> | [optional] +**url** | **str** | URL to send logging events | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ModelCopies.md b/python/kserve/docs/V1beta1ModelCopies.md index 4da822ff85..acb380303d 100644 --- a/python/kserve/docs/V1beta1ModelCopies.md +++ b/python/kserve/docs/V1beta1ModelCopies.md @@ -4,7 +4,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **failed_copies** | **int** | How many copies of this predictor's models failed to load recently | [default to 0] -**total_copies** | **int** | Total number copies of this predictor's models that are currently loaded | [optional] +**total_copies** | **int** | Total number copies of this predictor's models that are currently loaded | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ModelFormat.md b/python/kserve/docs/V1beta1ModelFormat.md index 41203fce92..ef1ec9c4d3 100644 --- a/python/kserve/docs/V1beta1ModelFormat.md +++ b/python/kserve/docs/V1beta1ModelFormat.md @@ -3,8 +3,8 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**name** | **str** | Name of the model format. | [optional] [default to ''] -**version** | **str** | Version of the model format. Used in validating that a predictor is supported by a runtime. Can be \"major\", \"major.minor\" or \"major.minor.patch\". | [optional] +**name** | **str** | Name of the model format. | [optional][default to ''] +**version** | **str** | Version of the model format. Used in validating that a predictor is supported by a runtime. Can be \"major\", \"major.minor\" or \"major.minor.patch\". | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ModelRevisionStates.md b/python/kserve/docs/V1beta1ModelRevisionStates.md index de314976e1..5469ff1a59 100644 --- a/python/kserve/docs/V1beta1ModelRevisionStates.md +++ b/python/kserve/docs/V1beta1ModelRevisionStates.md @@ -4,7 +4,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **active_model_state** | **str** | High level state string: Pending, Standby, Loading, Loaded, FailedToLoad | [default to ''] -**target_model_state** | **str** | | [optional] +**target_model_state** | **str** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ModelSpec.md b/python/kserve/docs/V1beta1ModelSpec.md index 54e13d3651..7c2a41e8ff 100644 --- a/python/kserve/docs/V1beta1ModelSpec.md +++ b/python/kserve/docs/V1beta1ModelSpec.md @@ -3,34 +3,34 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] **model_format** | [**V1beta1ModelFormat**](V1beta1ModelFormat.md) | | -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime** | **str** | Specific ClusterServingRuntime/ServingRuntime name to use for deployment. | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime** | **str** | Specific ClusterServingRuntime/ServingRuntime name to use for deployment. | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ModelStatus.md b/python/kserve/docs/V1beta1ModelStatus.md index 4c0b718c69..00bb0bb003 100644 --- a/python/kserve/docs/V1beta1ModelStatus.md +++ b/python/kserve/docs/V1beta1ModelStatus.md @@ -3,9 +3,9 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**copies** | [**V1beta1ModelCopies**](V1beta1ModelCopies.md) | | [optional] -**last_failure_info** | [**V1beta1FailureInfo**](V1beta1FailureInfo.md) | | [optional] -**states** | [**V1beta1ModelRevisionStates**](V1beta1ModelRevisionStates.md) | | [optional] +**copies** | [**V1beta1ModelCopies**](V1beta1ModelCopies.md) | | [optional] +**last_failure_info** | [**V1beta1FailureInfo**](V1beta1FailureInfo.md) | | [optional] +**states** | [**V1beta1ModelRevisionStates**](V1beta1ModelRevisionStates.md) | | [optional] **transition_status** | **str** | Whether the available predictor endpoints reflect the current Spec or is in transition | [default to ''] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1ONNXRuntimeSpec.md b/python/kserve/docs/V1beta1ONNXRuntimeSpec.md index a270954bd4..8c33674cbc 100644 --- a/python/kserve/docs/V1beta1ONNXRuntimeSpec.md +++ b/python/kserve/docs/V1beta1ONNXRuntimeSpec.md @@ -4,32 +4,32 @@ ONNXRuntimeSpec defines arguments for configuring ONNX model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PMMLSpec.md b/python/kserve/docs/V1beta1PMMLSpec.md index 6518ebbef9..2eeef9e48b 100644 --- a/python/kserve/docs/V1beta1PMMLSpec.md +++ b/python/kserve/docs/V1beta1PMMLSpec.md @@ -4,32 +4,32 @@ PMMLSpec defines arguments for configuring PMML model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PaddleServerSpec.md b/python/kserve/docs/V1beta1PaddleServerSpec.md index 98668d3576..7190525156 100644 --- a/python/kserve/docs/V1beta1PaddleServerSpec.md +++ b/python/kserve/docs/V1beta1PaddleServerSpec.md @@ -3,32 +3,32 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PodSpec.md b/python/kserve/docs/V1beta1PodSpec.md index 2076bf5320..7dc4d8cf99 100644 --- a/python/kserve/docs/V1beta1PodSpec.md +++ b/python/kserve/docs/V1beta1PodSpec.md @@ -4,42 +4,45 @@ PodSpec is a description of a pod. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] -**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PredictorConfig.md b/python/kserve/docs/V1beta1PredictorConfig.md index 01fb9dead6..68bb68a870 100644 --- a/python/kserve/docs/V1beta1PredictorConfig.md +++ b/python/kserve/docs/V1beta1PredictorConfig.md @@ -5,9 +5,9 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **default_gpu_image_version** | **str** | default predictor docker image version on gpu | [default to ''] **default_image_version** | **str** | default predictor docker image version on cpu | [default to ''] -**default_timeout** | **str** | Default timeout of predictor for serving a request, in seconds | [optional] +**default_timeout** | **str** | Default timeout of predictor for serving a request, in seconds | [optional] **image** | **str** | predictor docker image name | [default to ''] -**multi_model_server** | **bool** | Flag to determine if multi-model serving is supported | [optional] +**multi_model_server** | **bool** | Flag to determine if multi-model serving is supported | [optional] **supported_frameworks** | **list[str]** | frameworks the model agent is able to run | [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PredictorExtensionSpec.md b/python/kserve/docs/V1beta1PredictorExtensionSpec.md index 4cd2469c0a..d82bc9690b 100644 --- a/python/kserve/docs/V1beta1PredictorExtensionSpec.md +++ b/python/kserve/docs/V1beta1PredictorExtensionSpec.md @@ -4,32 +4,32 @@ PredictorExtensionSpec defines configuration shared across all predictor framewo ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PredictorProtocols.md b/python/kserve/docs/V1beta1PredictorProtocols.md index 60cce7b036..4c7ebd1ce6 100644 --- a/python/kserve/docs/V1beta1PredictorProtocols.md +++ b/python/kserve/docs/V1beta1PredictorProtocols.md @@ -3,8 +3,8 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**v1** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**v2** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**v1** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**v2** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PredictorSpec.md b/python/kserve/docs/V1beta1PredictorSpec.md index dab8351813..0dba8b8918 100644 --- a/python/kserve/docs/V1beta1PredictorSpec.md +++ b/python/kserve/docs/V1beta1PredictorSpec.md @@ -4,61 +4,66 @@ PredictorSpec defines the configuration for a predictor, The following fields fo ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] -**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] -**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] -**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] -**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**lightgbm** | [**V1beta1LightGBMSpec**](V1beta1LightGBMSpec.md) | | [optional] -**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] -**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] -**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] -**model** | [**V1beta1ModelSpec**](V1beta1ModelSpec.md) | | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**onnx** | [**V1beta1ONNXRuntimeSpec**](V1beta1ONNXRuntimeSpec.md) | | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**paddle** | [**V1beta1PaddleServerSpec**](V1beta1PaddleServerSpec.md) | | [optional] -**pmml** | [**V1beta1PMMLSpec**](V1beta1PMMLSpec.md) | | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**pytorch** | [**V1beta1TorchServeSpec**](V1beta1TorchServeSpec.md) | | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] -**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**sklearn** | [**V1beta1SKLearnSpec**](V1beta1SKLearnSpec.md) | | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**tensorflow** | [**V1beta1TFServingSpec**](V1beta1TFServingSpec.md) | | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**triton** | [**V1beta1TritonSpec**](V1beta1TritonSpec.md) | | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] -**xgboost** | [**V1beta1XGBoostSpec**](V1beta1XGBoostSpec.md) | | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] +**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] +**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] +**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**lightgbm** | [**V1beta1LightGBMSpec**](V1beta1LightGBMSpec.md) | | [optional] +**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] +**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] +**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] +**model** | [**V1beta1ModelSpec**](V1beta1ModelSpec.md) | | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**onnx** | [**V1beta1ONNXRuntimeSpec**](V1beta1ONNXRuntimeSpec.md) | | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] +**paddle** | [**V1beta1PaddleServerSpec**](V1beta1PaddleServerSpec.md) | | [optional] +**pmml** | [**V1beta1PMMLSpec**](V1beta1PMMLSpec.md) | | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**pytorch** | [**V1beta1TorchServeSpec**](V1beta1TorchServeSpec.md) | | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] +**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] +**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**sklearn** | [**V1beta1SKLearnSpec**](V1beta1SKLearnSpec.md) | | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**tensorflow** | [**V1beta1TFServingSpec**](V1beta1TFServingSpec.md) | | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**triton** | [**V1beta1TritonSpec**](V1beta1TritonSpec.md) | | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**xgboost** | [**V1beta1XGBoostSpec**](V1beta1XGBoostSpec.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1PredictorsConfig.md b/python/kserve/docs/V1beta1PredictorsConfig.md index 1106ddd95a..70971ec112 100644 --- a/python/kserve/docs/V1beta1PredictorsConfig.md +++ b/python/kserve/docs/V1beta1PredictorsConfig.md @@ -3,15 +3,15 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**lightgbm** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**onnx** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**paddle** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**pmml** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**pytorch** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**sklearn** | [**V1beta1PredictorProtocols**](V1beta1PredictorProtocols.md) | | [optional] -**tensorflow** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**triton** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] -**xgboost** | [**V1beta1PredictorProtocols**](V1beta1PredictorProtocols.md) | | [optional] +**lightgbm** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**onnx** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**paddle** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**pmml** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**pytorch** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**sklearn** | [**V1beta1PredictorProtocols**](V1beta1PredictorProtocols.md) | | [optional] +**tensorflow** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**triton** | [**V1beta1PredictorConfig**](V1beta1PredictorConfig.md) | | [optional] +**xgboost** | [**V1beta1PredictorProtocols**](V1beta1PredictorProtocols.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1SKLearnSpec.md b/python/kserve/docs/V1beta1SKLearnSpec.md index 1bf4f415a8..f62db2a725 100644 --- a/python/kserve/docs/V1beta1SKLearnSpec.md +++ b/python/kserve/docs/V1beta1SKLearnSpec.md @@ -4,32 +4,32 @@ SKLearnSpec defines arguments for configuring SKLearn model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1StorageSpec.md b/python/kserve/docs/V1beta1StorageSpec.md index 4460f8cb68..41e2414026 100644 --- a/python/kserve/docs/V1beta1StorageSpec.md +++ b/python/kserve/docs/V1beta1StorageSpec.md @@ -3,10 +3,10 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**key** | **str** | The Storage Key in the secret for this model. | [optional] -**parameters** | **dict(str, str)** | Parameters to override the default storage credentials and config. | [optional] -**path** | **str** | The path to the model object in the storage. It cannot co-exist with the storageURI. | [optional] -**schema_path** | **str** | The path to the model schema file in the storage. | [optional] +**key** | **str** | The Storage Key in the secret for this model. | [optional] +**parameters** | **dict(str, str)** | Parameters to override the default storage credentials and config. | [optional] +**path** | **str** | The path to the model object in the storage. It cannot co-exist with the storageURI. | [optional] +**schema_path** | **str** | The path to the model schema file in the storage. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TFServingSpec.md b/python/kserve/docs/V1beta1TFServingSpec.md index 10a1924c32..8f5ae10d3d 100644 --- a/python/kserve/docs/V1beta1TFServingSpec.md +++ b/python/kserve/docs/V1beta1TFServingSpec.md @@ -4,32 +4,32 @@ TFServingSpec defines arguments for configuring Tensorflow model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TorchServeSpec.md b/python/kserve/docs/V1beta1TorchServeSpec.md index a6ae66e3a0..f5d3101707 100644 --- a/python/kserve/docs/V1beta1TorchServeSpec.md +++ b/python/kserve/docs/V1beta1TorchServeSpec.md @@ -4,32 +4,32 @@ TorchServeSpec defines arguments for configuring PyTorch model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TrainedModel.md b/python/kserve/docs/V1beta1TrainedModel.md index 20b35b1f9d..9cc2bd50ba 100644 --- a/python/kserve/docs/V1beta1TrainedModel.md +++ b/python/kserve/docs/V1beta1TrainedModel.md @@ -4,11 +4,11 @@ TrainedModel is the Schema for the TrainedModel API ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] -**spec** | [**V1beta1TrainedModelSpec**](V1beta1TrainedModelSpec.md) | | [optional] -**status** | [**V1beta1TrainedModelStatus**](V1beta1TrainedModelStatus.md) | | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1beta1TrainedModelSpec**](V1beta1TrainedModelSpec.md) | | [optional] +**status** | [**V1beta1TrainedModelStatus**](V1beta1TrainedModelStatus.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TrainedModelList.md b/python/kserve/docs/V1beta1TrainedModelList.md index 50d4478b64..de590e70a0 100644 --- a/python/kserve/docs/V1beta1TrainedModelList.md +++ b/python/kserve/docs/V1beta1TrainedModelList.md @@ -4,10 +4,10 @@ TrainedModelList contains a list of TrainedModel ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] **items** | [**list[V1beta1TrainedModel]**](V1beta1TrainedModel.md) | | -**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] -**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TrainedModelStatus.md b/python/kserve/docs/V1beta1TrainedModelStatus.md index fcae7e51b7..dc40785053 100644 --- a/python/kserve/docs/V1beta1TrainedModelStatus.md +++ b/python/kserve/docs/V1beta1TrainedModelStatus.md @@ -4,10 +4,10 @@ TrainedModelStatus defines the observed state of TrainedModel ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] -**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] -**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] +**address** | [**KnativeAddressable**](KnativeAddressable.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations is additional Status fields for the Resource to save some additional State as well as convey more information to the user. This is roughly akin to Annotations on any k8s resource, just the reconciler conveying richer information outwards. | [optional] +**conditions** | [**list[KnativeCondition]**](KnativeCondition.md) | Conditions the latest available observations of a resource's current state. | [optional] +**observed_generation** | **int** | ObservedGeneration is the 'Generation' of the Service that was last processed by the controller. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TransformerSpec.md b/python/kserve/docs/V1beta1TransformerSpec.md index 58ffdc286e..ecd10f106d 100644 --- a/python/kserve/docs/V1beta1TransformerSpec.md +++ b/python/kserve/docs/V1beta1TransformerSpec.md @@ -4,51 +4,56 @@ TransformerSpec defines transformer service for pre/post processing ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] -**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] -**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] -**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] -**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] -**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] -**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] -**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] -**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] -**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] -**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] -**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] -**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] -**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] -**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] -**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] -**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] -**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] -**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] -**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] -**os** | [**V1PodOS**](V1PodOS.md) | | [optional] -**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] -**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] -**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] -**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] -**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] -**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] -**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] -**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] -**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] -**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] -**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] -**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] -**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] -**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] -**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] -**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] -**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] -**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] +**canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] +**container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] +**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] +**max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] +**min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] +**scale_metric** | **str** | ScaleMetric defines the scaling metric type watched by autoscaler possible values are concurrency, rps, cpu, memory. concurrency, rps are supported via Knative Pod Autoscaler(https://knative.dev/docs/serving/autoscaling/autoscaling-metrics). | [optional] +**scale_target** | **int** | ScaleTarget specifies the integer target value of the metric type the Autoscaler watches for. concurrency and rps targets are supported by Knative Pod Autoscaler (https://knative.dev/docs/serving/autoscaling/autoscaling-targets/). | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**timeout** | **int** | TimeoutSeconds specifies the number of seconds to wait before timing out a request to the component. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TransformersConfig.md b/python/kserve/docs/V1beta1TransformersConfig.md index 283eda940d..ed22b898e4 100644 --- a/python/kserve/docs/V1beta1TransformersConfig.md +++ b/python/kserve/docs/V1beta1TransformersConfig.md @@ -3,7 +3,7 @@ ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**feast** | [**V1beta1TransformerConfig**](V1beta1TransformerConfig.md) | | [optional] +**feast** | [**V1beta1TransformerConfig**](V1beta1TransformerConfig.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1TritonSpec.md b/python/kserve/docs/V1beta1TritonSpec.md index c20ce0b90c..90b14d2026 100644 --- a/python/kserve/docs/V1beta1TritonSpec.md +++ b/python/kserve/docs/V1beta1TritonSpec.md @@ -4,32 +4,32 @@ TritonSpec defines arguments for configuring Triton model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1XGBoostSpec.md b/python/kserve/docs/V1beta1XGBoostSpec.md index fbbc509742..9eb62d87f0 100644 --- a/python/kserve/docs/V1beta1XGBoostSpec.md +++ b/python/kserve/docs/V1beta1XGBoostSpec.md @@ -4,32 +4,32 @@ XGBoostSpec defines arguments for configuring XGBoost model serving. ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**args** | **list[str]** | Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**command** | **list[str]** | Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] -**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] -**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] -**image** | **str** | Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] -**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] -**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] -**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional] [default to ''] -**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. | [optional] -**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] -**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] -**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] -**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] -**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] -**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] -**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] -**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] -**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] -**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] -**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] -**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] -**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] -**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] -**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] +**args** | **list[str]** | Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**command** | **list[str]** | Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell | [optional] +**env** | [**list[V1EnvVar]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvVar.md) | List of environment variables to set in the container. Cannot be updated. | [optional] +**env_from** | [**list[V1EnvFromSource]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EnvFromSource.md) | List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated. | [optional] +**image** | **str** | Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. | [optional] +**image_pull_policy** | **str** | Image pull policy. One of Always, Never, IfNotPresent. Defaults to Always if :latest tag is specified, or IfNotPresent otherwise. Cannot be updated. More info: https://kubernetes.io/docs/concepts/containers/images#updating-images | [optional] +**lifecycle** | [**V1Lifecycle**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Lifecycle.md) | | [optional] +**liveness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**name** | **str** | Name of the container specified as a DNS_LABEL. Each container in a pod must have a unique name (DNS_LABEL). Cannot be updated. | [optional][default to ''] +**ports** | [**list[V1ContainerPort]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ContainerPort.md) | List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. | [optional] +**protocol_version** | **str** | Protocol version to use by the predictor (i.e. v1 or v2 or grpc-v1 or grpc-v2) | [optional] +**readiness_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**resources** | [**V1ResourceRequirements**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ResourceRequirements.md) | | [optional] +**runtime_version** | **str** | Runtime version of the predictor docker image | [optional] +**security_context** | [**V1SecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1SecurityContext.md) | | [optional] +**startup_probe** | [**V1Probe**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Probe.md) | | [optional] +**stdin** | **bool** | Whether this container should allocate a buffer for stdin in the container runtime. If this is not set, reads from stdin in the container will always result in EOF. Default is false. | [optional] +**stdin_once** | **bool** | Whether the container runtime should close the stdin channel after it has been opened by a single attach. When stdin is true the stdin stream will remain open across multiple attach sessions. If stdinOnce is set to true, stdin is opened on container start, is empty until the first client attaches to stdin, and then remains open and accepts data until the client disconnects, at which time stdin is closed and remains closed until the container is restarted. If this flag is false, a container processes that reads from stdin will never receive an EOF. Default is false | [optional] +**storage** | [**V1beta1StorageSpec**](V1beta1StorageSpec.md) | | [optional] +**storage_uri** | **str** | This field points to the location of the trained model which is mounted onto the pod. | [optional] +**termination_message_path** | **str** | Optional: Path at which the file to which the container's termination message will be written is mounted into the container's filesystem. Message written is intended to be brief final status, such as an assertion failure message. Will be truncated by the node if greater than 4096 bytes. The total message length across all containers will be limited to 12kb. Defaults to /dev/termination-log. Cannot be updated. | [optional] +**termination_message_policy** | **str** | Indicate how the termination message should be populated. File will use the contents of terminationMessagePath to populate the container status message on both success and failure. FallbackToLogsOnError will use the last chunk of container log output if the termination message file is empty and the container exited with an error. The log output is limited to 2048 bytes or 80 lines, whichever is smaller. Defaults to File. Cannot be updated. | [optional] +**tty** | **bool** | Whether this container should allocate a TTY for itself, also requires 'stdin' to be true. Default is false. | [optional] +**volume_devices** | [**list[V1VolumeDevice]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeDevice.md) | volumeDevices is the list of block devices to be used by the container. | [optional] +**volume_mounts** | [**list[V1VolumeMount]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1VolumeMount.md) | Pod volumes to mount into the container's filesystem. Cannot be updated. | [optional] +**working_dir** | **str** | Container's working directory. If not specified, the container runtime's default will be used, which might be configured in the container image. Cannot be updated. | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/kserve/api_client.py b/python/kserve/kserve/api_client.py index d1298accf2..d716ea8e7c 100644 --- a/python/kserve/kserve/api_client.py +++ b/python/kserve/kserve/api_client.py @@ -304,7 +304,7 @@ def __deserialize(self, data, klass): if data is None: return None - if type(klass) == str: + if isinstance(klass, str): if klass.startswith('list['): sub_kls = re.match(r'list\[(.*)\]', klass).group(1) return [self.__deserialize(sub_data, sub_kls) diff --git a/python/kserve/kserve/model_repository.py b/python/kserve/kserve/model_repository.py index ca7a3b3904..c01facf526 100644 --- a/python/kserve/kserve/model_repository.py +++ b/python/kserve/kserve/model_repository.py @@ -14,7 +14,7 @@ from typing import Dict, Optional, Union from .model import Model -from ray.serve.api import RayServeHandle +from ray.serve.handle import RayServeHandle import os MODEL_MOUNT_DIRS = "/mnt/models" diff --git a/python/kserve/kserve/model_server.py b/python/kserve/kserve/model_server.py index 3cff7adec0..96ee4dd934 100644 --- a/python/kserve/kserve/model_server.py +++ b/python/kserve/kserve/model_server.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import sys import argparse import asyncio import concurrent.futures @@ -22,7 +23,8 @@ from typing import Dict, List, Optional, Union from ray import serve as rayserve -from ray.serve.api import Deployment, RayServeHandle +from ray.serve.api import Deployment +from ray.serve.handle import RayServeHandle from .logging import KSERVE_LOG_CONFIG, logger from .model import Model @@ -152,7 +154,12 @@ def start(self, models: Union[List[Model], Dict[str, Deployment]]) -> None: async def serve(): logger.info(f"Starting uvicorn with {self.workers} workers") loop = asyncio.get_event_loop() - for sig in [signal.SIGINT, signal.SIGTERM, signal.SIGQUIT]: + if sys.platform not in ['win32', 'win64']: + sig_list = [signal.SIGINT, signal.SIGTERM, signal.SIGQUIT] + else: + sig_list = [signal.SIGINT, signal.SIGTERM] + + for sig in sig_list: loop.add_signal_handler( sig, lambda s=sig: asyncio.create_task(self.stop(sig=s)) ) diff --git a/python/kserve/kserve/models/v1beta1_alibi_explainer_spec.py b/python/kserve/kserve/models/v1beta1_alibi_explainer_spec.py index b61cb24bee..1b6193610c 100644 --- a/python/kserve/kserve/models/v1beta1_alibi_explainer_spec.py +++ b/python/kserve/kserve/models/v1beta1_alibi_explainer_spec.py @@ -198,7 +198,7 @@ def __init__(self, args=None, command=None, config=None, env=None, env_from=None def args(self): """Gets the args of this V1beta1AlibiExplainerSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1AlibiExplainerSpec. # noqa: E501 :rtype: list[str] @@ -209,7 +209,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1AlibiExplainerSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1AlibiExplainerSpec. # noqa: E501 :type: list[str] @@ -221,7 +221,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1AlibiExplainerSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1AlibiExplainerSpec. # noqa: E501 :rtype: list[str] @@ -232,7 +232,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1AlibiExplainerSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1AlibiExplainerSpec. # noqa: E501 :type: list[str] @@ -313,7 +313,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1AlibiExplainerSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1AlibiExplainerSpec. # noqa: E501 :rtype: str @@ -324,7 +324,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1AlibiExplainerSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1AlibiExplainerSpec. # noqa: E501 :type: str @@ -426,7 +426,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1AlibiExplainerSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1AlibiExplainerSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -437,7 +437,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1AlibiExplainerSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1AlibiExplainerSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_art_explainer_spec.py b/python/kserve/kserve/models/v1beta1_art_explainer_spec.py index 8374e2cdb2..7e21737bcd 100644 --- a/python/kserve/kserve/models/v1beta1_art_explainer_spec.py +++ b/python/kserve/kserve/models/v1beta1_art_explainer_spec.py @@ -198,7 +198,7 @@ def __init__(self, args=None, command=None, config=None, env=None, env_from=None def args(self): """Gets the args of this V1beta1ARTExplainerSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1ARTExplainerSpec. # noqa: E501 :rtype: list[str] @@ -209,7 +209,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1ARTExplainerSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1ARTExplainerSpec. # noqa: E501 :type: list[str] @@ -221,7 +221,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1ARTExplainerSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1ARTExplainerSpec. # noqa: E501 :rtype: list[str] @@ -232,7 +232,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1ARTExplainerSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1ARTExplainerSpec. # noqa: E501 :type: list[str] @@ -313,7 +313,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1ARTExplainerSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1ARTExplainerSpec. # noqa: E501 :rtype: str @@ -324,7 +324,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1ARTExplainerSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1ARTExplainerSpec. # noqa: E501 :type: str @@ -426,7 +426,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1ARTExplainerSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1ARTExplainerSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -437,7 +437,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1ARTExplainerSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1ARTExplainerSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_component_extension_spec.py b/python/kserve/kserve/models/v1beta1_component_extension_spec.py index c3cdb26123..cd78e0264e 100644 --- a/python/kserve/kserve/models/v1beta1_component_extension_spec.py +++ b/python/kserve/kserve/models/v1beta1_component_extension_spec.py @@ -47,9 +47,11 @@ class V1beta1ComponentExtensionSpec(object): and the value is json key in definition. """ openapi_types = { + 'annotations': 'dict(str, str)', 'batcher': 'V1beta1Batcher', 'canary_traffic_percent': 'int', 'container_concurrency': 'int', + 'labels': 'dict(str, str)', 'logger': 'V1beta1LoggerSpec', 'max_replicas': 'int', 'min_replicas': 'int', @@ -59,9 +61,11 @@ class V1beta1ComponentExtensionSpec(object): } attribute_map = { + 'annotations': 'annotations', 'batcher': 'batcher', 'canary_traffic_percent': 'canaryTrafficPercent', 'container_concurrency': 'containerConcurrency', + 'labels': 'labels', 'logger': 'logger', 'max_replicas': 'maxReplicas', 'min_replicas': 'minReplicas', @@ -70,15 +74,17 @@ class V1beta1ComponentExtensionSpec(object): 'timeout': 'timeout' } - def __init__(self, batcher=None, canary_traffic_percent=None, container_concurrency=None, logger=None, max_replicas=None, min_replicas=None, scale_metric=None, scale_target=None, timeout=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, annotations=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, labels=None, logger=None, max_replicas=None, min_replicas=None, scale_metric=None, scale_target=None, timeout=None, local_vars_configuration=None): # noqa: E501 """V1beta1ComponentExtensionSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration + self._annotations = None self._batcher = None self._canary_traffic_percent = None self._container_concurrency = None + self._labels = None self._logger = None self._max_replicas = None self._min_replicas = None @@ -87,12 +93,16 @@ def __init__(self, batcher=None, canary_traffic_percent=None, container_concurre self._timeout = None self.discriminator = None + if annotations is not None: + self.annotations = annotations if batcher is not None: self.batcher = batcher if canary_traffic_percent is not None: self.canary_traffic_percent = canary_traffic_percent if container_concurrency is not None: self.container_concurrency = container_concurrency + if labels is not None: + self.labels = labels if logger is not None: self.logger = logger if max_replicas is not None: @@ -106,6 +116,29 @@ def __init__(self, batcher=None, canary_traffic_percent=None, container_concurre if timeout is not None: self.timeout = timeout + @property + def annotations(self): + """Gets the annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :return: The annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._annotations + + @annotations.setter + def annotations(self, annotations): + """Sets the annotations of this V1beta1ComponentExtensionSpec. + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :param annotations: The annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._annotations = annotations + @property def batcher(self): """Gets the batcher of this V1beta1ComponentExtensionSpec. # noqa: E501 @@ -173,6 +206,29 @@ def container_concurrency(self, container_concurrency): self._container_concurrency = container_concurrency + @property + def labels(self): + """Gets the labels of this V1beta1ComponentExtensionSpec. # noqa: E501 + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :return: The labels of this V1beta1ComponentExtensionSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._labels + + @labels.setter + def labels(self, labels): + """Sets the labels of this V1beta1ComponentExtensionSpec. + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :param labels: The labels of this V1beta1ComponentExtensionSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._labels = labels + @property def logger(self): """Gets the logger of this V1beta1ComponentExtensionSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_custom_explainer.py b/python/kserve/kserve/models/v1beta1_custom_explainer.py index aeec57448a..6db1a07da0 100644 --- a/python/kserve/kserve/models/v1beta1_custom_explainer.py +++ b/python/kserve/kserve/models/v1beta1_custom_explainer.py @@ -59,6 +59,7 @@ class V1beta1CustomExplainer(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', @@ -70,9 +71,11 @@ class V1beta1CustomExplainer(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -98,6 +101,7 @@ class V1beta1CustomExplainer(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', @@ -109,9 +113,11 @@ class V1beta1CustomExplainer(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -124,7 +130,7 @@ class V1beta1CustomExplainer(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1CustomExplainer - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -142,6 +148,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None @@ -153,9 +160,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -191,6 +200,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: @@ -213,12 +224,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: self.runtime_class_name = runtime_class_name if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -403,7 +418,7 @@ def enable_service_links(self, enable_service_links): def ephemeral_containers(self): """Gets the ephemeral_containers of this V1beta1CustomExplainer. # noqa: E501 - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :return: The ephemeral_containers of this V1beta1CustomExplainer. # noqa: E501 :rtype: list[V1EphemeralContainer] @@ -414,7 +429,7 @@ def ephemeral_containers(self): def ephemeral_containers(self, ephemeral_containers): """Sets the ephemeral_containers of this V1beta1CustomExplainer. - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :param ephemeral_containers: The ephemeral_containers of this V1beta1CustomExplainer. # noqa: E501 :type: list[V1EphemeralContainer] @@ -514,6 +529,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1CustomExplainer. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1CustomExplainer. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1CustomExplainer. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1CustomExplainer. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1CustomExplainer. # noqa: E501 @@ -541,7 +579,7 @@ def hostname(self, hostname): def image_pull_secrets(self): """Gets the image_pull_secrets of this V1beta1CustomExplainer. # noqa: E501 - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :return: The image_pull_secrets of this V1beta1CustomExplainer. # noqa: E501 :rtype: list[V1LocalObjectReference] @@ -552,7 +590,7 @@ def image_pull_secrets(self): def image_pull_secrets(self, image_pull_secrets): """Sets the image_pull_secrets of this V1beta1CustomExplainer. - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :param image_pull_secrets: The image_pull_secrets of this V1beta1CustomExplainer. # noqa: E501 :type: list[V1LocalObjectReference] @@ -654,7 +692,7 @@ def os(self, os): def overhead(self): """Gets the overhead of this V1beta1CustomExplainer. # noqa: E501 - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :return: The overhead of this V1beta1CustomExplainer. # noqa: E501 :rtype: dict(str, ResourceQuantity) @@ -665,7 +703,7 @@ def overhead(self): def overhead(self, overhead): """Sets the overhead of this V1beta1CustomExplainer. - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :param overhead: The overhead of this V1beta1CustomExplainer. # noqa: E501 :type: dict(str, ResourceQuantity) @@ -677,7 +715,7 @@ def overhead(self, overhead): def preemption_policy(self): """Gets the preemption_policy of this V1beta1CustomExplainer. # noqa: E501 - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :return: The preemption_policy of this V1beta1CustomExplainer. # noqa: E501 :rtype: str @@ -688,7 +726,7 @@ def preemption_policy(self): def preemption_policy(self, preemption_policy): """Sets the preemption_policy of this V1beta1CustomExplainer. - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :param preemption_policy: The preemption_policy of this V1beta1CustomExplainer. # noqa: E501 :type: str @@ -765,6 +803,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1CustomExplainer. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1CustomExplainer. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1CustomExplainer. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1CustomExplainer. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1CustomExplainer. # noqa: E501 @@ -792,7 +853,7 @@ def restart_policy(self, restart_policy): def runtime_class_name(self): """Gets the runtime_class_name of this V1beta1CustomExplainer. # noqa: E501 - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :return: The runtime_class_name of this V1beta1CustomExplainer. # noqa: E501 :rtype: str @@ -803,7 +864,7 @@ def runtime_class_name(self): def runtime_class_name(self, runtime_class_name): """Sets the runtime_class_name of this V1beta1CustomExplainer. - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :param runtime_class_name: The runtime_class_name of this V1beta1CustomExplainer. # noqa: E501 :type: str @@ -834,6 +895,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1CustomExplainer. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1CustomExplainer. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_custom_predictor.py b/python/kserve/kserve/models/v1beta1_custom_predictor.py index bdb3c465a3..57c44d6bed 100644 --- a/python/kserve/kserve/models/v1beta1_custom_predictor.py +++ b/python/kserve/kserve/models/v1beta1_custom_predictor.py @@ -59,6 +59,7 @@ class V1beta1CustomPredictor(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', @@ -70,9 +71,11 @@ class V1beta1CustomPredictor(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -98,6 +101,7 @@ class V1beta1CustomPredictor(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', @@ -109,9 +113,11 @@ class V1beta1CustomPredictor(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -124,7 +130,7 @@ class V1beta1CustomPredictor(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1CustomPredictor - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -142,6 +148,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None @@ -153,9 +160,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -191,6 +200,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: @@ -213,12 +224,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: self.runtime_class_name = runtime_class_name if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -403,7 +418,7 @@ def enable_service_links(self, enable_service_links): def ephemeral_containers(self): """Gets the ephemeral_containers of this V1beta1CustomPredictor. # noqa: E501 - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :return: The ephemeral_containers of this V1beta1CustomPredictor. # noqa: E501 :rtype: list[V1EphemeralContainer] @@ -414,7 +429,7 @@ def ephemeral_containers(self): def ephemeral_containers(self, ephemeral_containers): """Sets the ephemeral_containers of this V1beta1CustomPredictor. - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :param ephemeral_containers: The ephemeral_containers of this V1beta1CustomPredictor. # noqa: E501 :type: list[V1EphemeralContainer] @@ -514,6 +529,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1CustomPredictor. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1CustomPredictor. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1CustomPredictor. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1CustomPredictor. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1CustomPredictor. # noqa: E501 @@ -541,7 +579,7 @@ def hostname(self, hostname): def image_pull_secrets(self): """Gets the image_pull_secrets of this V1beta1CustomPredictor. # noqa: E501 - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :return: The image_pull_secrets of this V1beta1CustomPredictor. # noqa: E501 :rtype: list[V1LocalObjectReference] @@ -552,7 +590,7 @@ def image_pull_secrets(self): def image_pull_secrets(self, image_pull_secrets): """Sets the image_pull_secrets of this V1beta1CustomPredictor. - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :param image_pull_secrets: The image_pull_secrets of this V1beta1CustomPredictor. # noqa: E501 :type: list[V1LocalObjectReference] @@ -654,7 +692,7 @@ def os(self, os): def overhead(self): """Gets the overhead of this V1beta1CustomPredictor. # noqa: E501 - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :return: The overhead of this V1beta1CustomPredictor. # noqa: E501 :rtype: dict(str, ResourceQuantity) @@ -665,7 +703,7 @@ def overhead(self): def overhead(self, overhead): """Sets the overhead of this V1beta1CustomPredictor. - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :param overhead: The overhead of this V1beta1CustomPredictor. # noqa: E501 :type: dict(str, ResourceQuantity) @@ -677,7 +715,7 @@ def overhead(self, overhead): def preemption_policy(self): """Gets the preemption_policy of this V1beta1CustomPredictor. # noqa: E501 - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :return: The preemption_policy of this V1beta1CustomPredictor. # noqa: E501 :rtype: str @@ -688,7 +726,7 @@ def preemption_policy(self): def preemption_policy(self, preemption_policy): """Sets the preemption_policy of this V1beta1CustomPredictor. - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :param preemption_policy: The preemption_policy of this V1beta1CustomPredictor. # noqa: E501 :type: str @@ -765,6 +803,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1CustomPredictor. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1CustomPredictor. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1CustomPredictor. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1CustomPredictor. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1CustomPredictor. # noqa: E501 @@ -792,7 +853,7 @@ def restart_policy(self, restart_policy): def runtime_class_name(self): """Gets the runtime_class_name of this V1beta1CustomPredictor. # noqa: E501 - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :return: The runtime_class_name of this V1beta1CustomPredictor. # noqa: E501 :rtype: str @@ -803,7 +864,7 @@ def runtime_class_name(self): def runtime_class_name(self, runtime_class_name): """Sets the runtime_class_name of this V1beta1CustomPredictor. - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :param runtime_class_name: The runtime_class_name of this V1beta1CustomPredictor. # noqa: E501 :type: str @@ -834,6 +895,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1CustomPredictor. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1CustomPredictor. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_custom_transformer.py b/python/kserve/kserve/models/v1beta1_custom_transformer.py index 787f7d9e9e..6be2549b0c 100644 --- a/python/kserve/kserve/models/v1beta1_custom_transformer.py +++ b/python/kserve/kserve/models/v1beta1_custom_transformer.py @@ -59,6 +59,7 @@ class V1beta1CustomTransformer(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', @@ -70,9 +71,11 @@ class V1beta1CustomTransformer(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -98,6 +101,7 @@ class V1beta1CustomTransformer(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', @@ -109,9 +113,11 @@ class V1beta1CustomTransformer(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -124,7 +130,7 @@ class V1beta1CustomTransformer(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1CustomTransformer - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -142,6 +148,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None @@ -153,9 +160,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -191,6 +200,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: @@ -213,12 +224,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: self.runtime_class_name = runtime_class_name if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -403,7 +418,7 @@ def enable_service_links(self, enable_service_links): def ephemeral_containers(self): """Gets the ephemeral_containers of this V1beta1CustomTransformer. # noqa: E501 - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :return: The ephemeral_containers of this V1beta1CustomTransformer. # noqa: E501 :rtype: list[V1EphemeralContainer] @@ -414,7 +429,7 @@ def ephemeral_containers(self): def ephemeral_containers(self, ephemeral_containers): """Sets the ephemeral_containers of this V1beta1CustomTransformer. - List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. # noqa: E501 :param ephemeral_containers: The ephemeral_containers of this V1beta1CustomTransformer. # noqa: E501 :type: list[V1EphemeralContainer] @@ -514,6 +529,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1CustomTransformer. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1CustomTransformer. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1CustomTransformer. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1CustomTransformer. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1CustomTransformer. # noqa: E501 @@ -541,7 +579,7 @@ def hostname(self, hostname): def image_pull_secrets(self): """Gets the image_pull_secrets of this V1beta1CustomTransformer. # noqa: E501 - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :return: The image_pull_secrets of this V1beta1CustomTransformer. # noqa: E501 :rtype: list[V1LocalObjectReference] @@ -552,7 +590,7 @@ def image_pull_secrets(self): def image_pull_secrets(self, image_pull_secrets): """Sets the image_pull_secrets of this V1beta1CustomTransformer. - ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 :param image_pull_secrets: The image_pull_secrets of this V1beta1CustomTransformer. # noqa: E501 :type: list[V1LocalObjectReference] @@ -654,7 +692,7 @@ def os(self, os): def overhead(self): """Gets the overhead of this V1beta1CustomTransformer. # noqa: E501 - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :return: The overhead of this V1beta1CustomTransformer. # noqa: E501 :rtype: dict(str, ResourceQuantity) @@ -665,7 +703,7 @@ def overhead(self): def overhead(self, overhead): """Sets the overhead of this V1beta1CustomTransformer. - Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md # noqa: E501 :param overhead: The overhead of this V1beta1CustomTransformer. # noqa: E501 :type: dict(str, ResourceQuantity) @@ -677,7 +715,7 @@ def overhead(self, overhead): def preemption_policy(self): """Gets the preemption_policy of this V1beta1CustomTransformer. # noqa: E501 - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :return: The preemption_policy of this V1beta1CustomTransformer. # noqa: E501 :rtype: str @@ -688,7 +726,7 @@ def preemption_policy(self): def preemption_policy(self, preemption_policy): """Sets the preemption_policy of this V1beta1CustomTransformer. - PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. # noqa: E501 :param preemption_policy: The preemption_policy of this V1beta1CustomTransformer. # noqa: E501 :type: str @@ -765,6 +803,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1CustomTransformer. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1CustomTransformer. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1CustomTransformer. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1CustomTransformer. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1CustomTransformer. # noqa: E501 @@ -792,7 +853,7 @@ def restart_policy(self, restart_policy): def runtime_class_name(self): """Gets the runtime_class_name of this V1beta1CustomTransformer. # noqa: E501 - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :return: The runtime_class_name of this V1beta1CustomTransformer. # noqa: E501 :rtype: str @@ -803,7 +864,7 @@ def runtime_class_name(self): def runtime_class_name(self, runtime_class_name): """Sets the runtime_class_name of this V1beta1CustomTransformer. - RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class # noqa: E501 :param runtime_class_name: The runtime_class_name of this V1beta1CustomTransformer. # noqa: E501 :type: str @@ -834,6 +895,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1CustomTransformer. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. More info: https://git.k8s.io/enhancements/keps/sig-scheduling/3521-pod-scheduling-readiness. This is an alpha-level feature enabled by PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1CustomTransformer. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_explainer_extension_spec.py b/python/kserve/kserve/models/v1beta1_explainer_extension_spec.py index 755ad2aeb3..81c533ff12 100644 --- a/python/kserve/kserve/models/v1beta1_explainer_extension_spec.py +++ b/python/kserve/kserve/models/v1beta1_explainer_extension_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, config=None, env=None, env_from=None def args(self): """Gets the args of this V1beta1ExplainerExtensionSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1ExplainerExtensionSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1ExplainerExtensionSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1ExplainerExtensionSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1ExplainerExtensionSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1ExplainerExtensionSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1ExplainerExtensionSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1ExplainerExtensionSpec. # noqa: E501 :type: list[str] @@ -310,7 +310,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1ExplainerExtensionSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1ExplainerExtensionSpec. # noqa: E501 :rtype: str @@ -321,7 +321,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1ExplainerExtensionSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1ExplainerExtensionSpec. # noqa: E501 :type: str @@ -421,7 +421,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1ExplainerExtensionSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1ExplainerExtensionSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -432,7 +432,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1ExplainerExtensionSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1ExplainerExtensionSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_explainer_spec.py b/python/kserve/kserve/models/v1beta1_explainer_spec.py index ea5a21596d..fdab1803db 100644 --- a/python/kserve/kserve/models/v1beta1_explainer_spec.py +++ b/python/kserve/kserve/models/v1beta1_explainer_spec.py @@ -50,6 +50,7 @@ class V1beta1ExplainerSpec(object): 'active_deadline_seconds': 'int', 'affinity': 'V1Affinity', 'alibi': 'V1beta1AlibiExplainerSpec', + 'annotations': 'dict(str, str)', 'art': 'V1beta1ARTExplainerSpec', 'automount_service_account_token': 'bool', 'batcher': 'V1beta1Batcher', @@ -64,9 +65,11 @@ class V1beta1ExplainerSpec(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', + 'labels': 'dict(str, str)', 'logger': 'V1beta1LoggerSpec', 'max_replicas': 'int', 'min_replicas': 'int', @@ -78,11 +81,13 @@ class V1beta1ExplainerSpec(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scale_metric': 'str', 'scale_target': 'int', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -100,6 +105,7 @@ class V1beta1ExplainerSpec(object): 'active_deadline_seconds': 'activeDeadlineSeconds', 'affinity': 'affinity', 'alibi': 'alibi', + 'annotations': 'annotations', 'art': 'art', 'automount_service_account_token': 'automountServiceAccountToken', 'batcher': 'batcher', @@ -114,9 +120,11 @@ class V1beta1ExplainerSpec(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', + 'labels': 'labels', 'logger': 'logger', 'max_replicas': 'maxReplicas', 'min_replicas': 'minReplicas', @@ -128,11 +136,13 @@ class V1beta1ExplainerSpec(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scale_metric': 'scaleMetric', 'scale_target': 'scaleTarget', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -146,7 +156,7 @@ class V1beta1ExplainerSpec(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, logger=None, max_replicas=None, min_replicas=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, annotations=None, art=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, labels=None, logger=None, max_replicas=None, min_replicas=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1ExplainerSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -155,6 +165,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self._active_deadline_seconds = None self._affinity = None self._alibi = None + self._annotations = None self._art = None self._automount_service_account_token = None self._batcher = None @@ -169,9 +180,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None + self._labels = None self._logger = None self._max_replicas = None self._min_replicas = None @@ -183,11 +196,13 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scale_metric = None self._scale_target = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -207,6 +222,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self.affinity = affinity if alibi is not None: self.alibi = alibi + if annotations is not None: + self.annotations = annotations if art is not None: self.art = art if automount_service_account_token is not None: @@ -235,12 +252,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: self.image_pull_secrets = image_pull_secrets if init_containers is not None: self.init_containers = init_containers + if labels is not None: + self.labels = labels if logger is not None: self.logger = logger if max_replicas is not None: @@ -263,6 +284,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: @@ -273,6 +296,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, alibi=None, art= self.scale_target = scale_target if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -361,6 +386,29 @@ def alibi(self, alibi): self._alibi = alibi + @property + def annotations(self): + """Gets the annotations of this V1beta1ExplainerSpec. # noqa: E501 + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :return: The annotations of this V1beta1ExplainerSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._annotations + + @annotations.setter + def annotations(self, annotations): + """Sets the annotations of this V1beta1ExplainerSpec. + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :param annotations: The annotations of this V1beta1ExplainerSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._annotations = annotations + @property def art(self): """Gets the art of this V1beta1ExplainerSpec. # noqa: E501 @@ -677,6 +725,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1ExplainerSpec. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1ExplainerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1ExplainerSpec. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1ExplainerSpec. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1ExplainerSpec. # noqa: E501 @@ -746,6 +817,29 @@ def init_containers(self, init_containers): self._init_containers = init_containers + @property + def labels(self): + """Gets the labels of this V1beta1ExplainerSpec. # noqa: E501 + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :return: The labels of this V1beta1ExplainerSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._labels + + @labels.setter + def labels(self, labels): + """Sets the labels of this V1beta1ExplainerSpec. + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :param labels: The labels of this V1beta1ExplainerSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._labels = labels + @property def logger(self): """Gets the logger of this V1beta1ExplainerSpec. # noqa: E501 @@ -995,6 +1089,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1ExplainerSpec. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1ExplainerSpec. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1ExplainerSpec. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1ExplainerSpec. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1ExplainerSpec. # noqa: E501 @@ -1110,6 +1227,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1ExplainerSpec. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1ExplainerSpec. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1ExplainerSpec. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1ExplainerSpec. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1ExplainerSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_light_gbm_spec.py b/python/kserve/kserve/models/v1beta1_light_gbm_spec.py index 0433c1618a..dee930ae8f 100644 --- a/python/kserve/kserve/models/v1beta1_light_gbm_spec.py +++ b/python/kserve/kserve/models/v1beta1_light_gbm_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1LightGBMSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1LightGBMSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1LightGBMSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1LightGBMSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1LightGBMSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1LightGBMSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1LightGBMSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1LightGBMSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1LightGBMSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1LightGBMSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1LightGBMSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1LightGBMSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1LightGBMSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1LightGBMSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1LightGBMSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1LightGBMSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_model_spec.py b/python/kserve/kserve/models/v1beta1_model_spec.py index 2375e773e3..296d256d8c 100644 --- a/python/kserve/kserve/models/v1beta1_model_spec.py +++ b/python/kserve/kserve/models/v1beta1_model_spec.py @@ -204,7 +204,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1ModelSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1ModelSpec. # noqa: E501 :rtype: list[str] @@ -215,7 +215,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1ModelSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1ModelSpec. # noqa: E501 :type: list[str] @@ -227,7 +227,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1ModelSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1ModelSpec. # noqa: E501 :rtype: list[str] @@ -238,7 +238,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1ModelSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1ModelSpec. # noqa: E501 :type: list[str] @@ -296,7 +296,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1ModelSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1ModelSpec. # noqa: E501 :rtype: str @@ -307,7 +307,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1ModelSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1ModelSpec. # noqa: E501 :type: str @@ -430,7 +430,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1ModelSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1ModelSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -441,7 +441,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1ModelSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1ModelSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_onnx_runtime_spec.py b/python/kserve/kserve/models/v1beta1_onnx_runtime_spec.py index 8fa05aeb83..217d155759 100644 --- a/python/kserve/kserve/models/v1beta1_onnx_runtime_spec.py +++ b/python/kserve/kserve/models/v1beta1_onnx_runtime_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1ONNXRuntimeSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1ONNXRuntimeSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1ONNXRuntimeSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1ONNXRuntimeSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1ONNXRuntimeSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1ONNXRuntimeSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1ONNXRuntimeSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1ONNXRuntimeSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1ONNXRuntimeSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1ONNXRuntimeSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1ONNXRuntimeSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1ONNXRuntimeSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1ONNXRuntimeSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1ONNXRuntimeSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1ONNXRuntimeSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1ONNXRuntimeSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_paddle_server_spec.py b/python/kserve/kserve/models/v1beta1_paddle_server_spec.py index 2c5742ba05..938f952661 100644 --- a/python/kserve/kserve/models/v1beta1_paddle_server_spec.py +++ b/python/kserve/kserve/models/v1beta1_paddle_server_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1PaddleServerSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1PaddleServerSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1PaddleServerSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1PaddleServerSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1PaddleServerSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1PaddleServerSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1PaddleServerSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1PaddleServerSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1PaddleServerSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1PaddleServerSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1PaddleServerSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1PaddleServerSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1PaddleServerSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1PaddleServerSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1PaddleServerSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1PaddleServerSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_pmml_spec.py b/python/kserve/kserve/models/v1beta1_pmml_spec.py index efe8cd62b2..8430965526 100644 --- a/python/kserve/kserve/models/v1beta1_pmml_spec.py +++ b/python/kserve/kserve/models/v1beta1_pmml_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1PMMLSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1PMMLSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1PMMLSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1PMMLSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1PMMLSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1PMMLSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1PMMLSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1PMMLSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1PMMLSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1PMMLSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1PMMLSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1PMMLSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1PMMLSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1PMMLSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1PMMLSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1PMMLSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_pod_spec.py b/python/kserve/kserve/models/v1beta1_pod_spec.py index 55c6701d57..2bbae8f386 100644 --- a/python/kserve/kserve/models/v1beta1_pod_spec.py +++ b/python/kserve/kserve/models/v1beta1_pod_spec.py @@ -59,6 +59,7 @@ class V1beta1PodSpec(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', @@ -70,9 +71,11 @@ class V1beta1PodSpec(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -98,6 +101,7 @@ class V1beta1PodSpec(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', @@ -109,9 +113,11 @@ class V1beta1PodSpec(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -124,7 +130,7 @@ class V1beta1PodSpec(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1PodSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -142,6 +148,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None @@ -153,9 +160,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -192,6 +201,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: @@ -214,12 +225,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: self.runtime_class_name = runtime_class_name if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -513,6 +528,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1PodSpec. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1PodSpec. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1PodSpec. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1PodSpec. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1PodSpec. # noqa: E501 @@ -764,6 +802,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1PodSpec. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1PodSpec. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1PodSpec. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1PodSpec. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1PodSpec. # noqa: E501 @@ -833,6 +894,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1PodSpec. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1PodSpec. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1PodSpec. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1PodSpec. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1PodSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_predictor_extension_spec.py b/python/kserve/kserve/models/v1beta1_predictor_extension_spec.py index 9abdb490fe..abbc476fd5 100644 --- a/python/kserve/kserve/models/v1beta1_predictor_extension_spec.py +++ b/python/kserve/kserve/models/v1beta1_predictor_extension_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1PredictorExtensionSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1PredictorExtensionSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1PredictorExtensionSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1PredictorExtensionSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1PredictorExtensionSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1PredictorExtensionSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1PredictorExtensionSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1PredictorExtensionSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1PredictorExtensionSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1PredictorExtensionSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1PredictorExtensionSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1PredictorExtensionSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1PredictorExtensionSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1PredictorExtensionSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1PredictorExtensionSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1PredictorExtensionSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_predictor_spec.py b/python/kserve/kserve/models/v1beta1_predictor_spec.py index f2c7a1a472..d62337c7fa 100644 --- a/python/kserve/kserve/models/v1beta1_predictor_spec.py +++ b/python/kserve/kserve/models/v1beta1_predictor_spec.py @@ -49,6 +49,7 @@ class V1beta1PredictorSpec(object): openapi_types = { 'active_deadline_seconds': 'int', 'affinity': 'V1Affinity', + 'annotations': 'dict(str, str)', 'automount_service_account_token': 'bool', 'batcher': 'V1beta1Batcher', 'canary_traffic_percent': 'int', @@ -62,9 +63,11 @@ class V1beta1PredictorSpec(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', + 'labels': 'dict(str, str)', 'lightgbm': 'V1beta1LightGBMSpec', 'logger': 'V1beta1LoggerSpec', 'max_replicas': 'int', @@ -82,11 +85,13 @@ class V1beta1PredictorSpec(object): 'priority_class_name': 'str', 'pytorch': 'V1beta1TorchServeSpec', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scale_metric': 'str', 'scale_target': 'int', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -107,6 +112,7 @@ class V1beta1PredictorSpec(object): attribute_map = { 'active_deadline_seconds': 'activeDeadlineSeconds', 'affinity': 'affinity', + 'annotations': 'annotations', 'automount_service_account_token': 'automountServiceAccountToken', 'batcher': 'batcher', 'canary_traffic_percent': 'canaryTrafficPercent', @@ -120,9 +126,11 @@ class V1beta1PredictorSpec(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', + 'labels': 'labels', 'lightgbm': 'lightgbm', 'logger': 'logger', 'max_replicas': 'maxReplicas', @@ -140,11 +148,13 @@ class V1beta1PredictorSpec(object): 'priority_class_name': 'priorityClassName', 'pytorch': 'pytorch', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scale_metric': 'scaleMetric', 'scale_target': 'scaleTarget', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -162,7 +172,7 @@ class V1beta1PredictorSpec(object): 'xgboost': 'xgboost' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, lightgbm=None, logger=None, max_replicas=None, min_replicas=None, model=None, node_name=None, node_selector=None, onnx=None, os=None, overhead=None, paddle=None, pmml=None, preemption_policy=None, priority=None, priority_class_name=None, pytorch=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, sklearn=None, subdomain=None, tensorflow=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, triton=None, volumes=None, xgboost=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, labels=None, lightgbm=None, logger=None, max_replicas=None, min_replicas=None, model=None, node_name=None, node_selector=None, onnx=None, os=None, overhead=None, paddle=None, pmml=None, preemption_policy=None, priority=None, priority_class_name=None, pytorch=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, sklearn=None, subdomain=None, tensorflow=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, triton=None, volumes=None, xgboost=None, local_vars_configuration=None): # noqa: E501 """V1beta1PredictorSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -170,6 +180,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._active_deadline_seconds = None self._affinity = None + self._annotations = None self._automount_service_account_token = None self._batcher = None self._canary_traffic_percent = None @@ -183,9 +194,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None + self._labels = None self._lightgbm = None self._logger = None self._max_replicas = None @@ -203,11 +216,13 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority_class_name = None self._pytorch = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scale_metric = None self._scale_target = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -229,6 +244,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.active_deadline_seconds = active_deadline_seconds if affinity is not None: self.affinity = affinity + if annotations is not None: + self.annotations = annotations if automount_service_account_token is not None: self.automount_service_account_token = automount_service_account_token if batcher is not None: @@ -255,12 +272,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: self.image_pull_secrets = image_pull_secrets if init_containers is not None: self.init_containers = init_containers + if labels is not None: + self.labels = labels if lightgbm is not None: self.lightgbm = lightgbm if logger is not None: @@ -295,6 +316,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.pytorch = pytorch if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: @@ -305,6 +328,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.scale_target = scale_target if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -380,6 +405,29 @@ def affinity(self, affinity): self._affinity = affinity + @property + def annotations(self): + """Gets the annotations of this V1beta1PredictorSpec. # noqa: E501 + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :return: The annotations of this V1beta1PredictorSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._annotations + + @annotations.setter + def annotations(self, annotations): + """Sets the annotations of this V1beta1PredictorSpec. + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :param annotations: The annotations of this V1beta1PredictorSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._annotations = annotations + @property def automount_service_account_token(self): """Gets the automount_service_account_token of this V1beta1PredictorSpec. # noqa: E501 @@ -675,6 +723,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1PredictorSpec. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1PredictorSpec. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1PredictorSpec. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1PredictorSpec. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1PredictorSpec. # noqa: E501 @@ -744,6 +815,29 @@ def init_containers(self, init_containers): self._init_containers = init_containers + @property + def labels(self): + """Gets the labels of this V1beta1PredictorSpec. # noqa: E501 + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :return: The labels of this V1beta1PredictorSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._labels + + @labels.setter + def labels(self, labels): + """Sets the labels of this V1beta1PredictorSpec. + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :param labels: The labels of this V1beta1PredictorSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._labels = labels + @property def lightgbm(self): """Gets the lightgbm of this V1beta1PredictorSpec. # noqa: E501 @@ -1119,6 +1213,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1PredictorSpec. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1PredictorSpec. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1PredictorSpec. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1PredictorSpec. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1PredictorSpec. # noqa: E501 @@ -1234,6 +1351,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1PredictorSpec. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1PredictorSpec. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1PredictorSpec. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1PredictorSpec. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1PredictorSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_sk_learn_spec.py b/python/kserve/kserve/models/v1beta1_sk_learn_spec.py index 3effc91d1e..4d49d7d14e 100644 --- a/python/kserve/kserve/models/v1beta1_sk_learn_spec.py +++ b/python/kserve/kserve/models/v1beta1_sk_learn_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1SKLearnSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1SKLearnSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1SKLearnSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1SKLearnSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1SKLearnSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1SKLearnSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1SKLearnSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1SKLearnSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1SKLearnSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1SKLearnSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1SKLearnSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1SKLearnSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1SKLearnSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1SKLearnSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1SKLearnSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1SKLearnSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_tf_serving_spec.py b/python/kserve/kserve/models/v1beta1_tf_serving_spec.py index 0dd492f727..c8c451756b 100644 --- a/python/kserve/kserve/models/v1beta1_tf_serving_spec.py +++ b/python/kserve/kserve/models/v1beta1_tf_serving_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1TFServingSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1TFServingSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1TFServingSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1TFServingSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1TFServingSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1TFServingSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1TFServingSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1TFServingSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1TFServingSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1TFServingSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1TFServingSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1TFServingSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1TFServingSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1TFServingSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1TFServingSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1TFServingSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_torch_serve_spec.py b/python/kserve/kserve/models/v1beta1_torch_serve_spec.py index 0ba1d0f233..7fa4a36ea8 100644 --- a/python/kserve/kserve/models/v1beta1_torch_serve_spec.py +++ b/python/kserve/kserve/models/v1beta1_torch_serve_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1TorchServeSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1TorchServeSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1TorchServeSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1TorchServeSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1TorchServeSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1TorchServeSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1TorchServeSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1TorchServeSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1TorchServeSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1TorchServeSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1TorchServeSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1TorchServeSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1TorchServeSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1TorchServeSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1TorchServeSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1TorchServeSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_transformer_spec.py b/python/kserve/kserve/models/v1beta1_transformer_spec.py index 5531cafc48..ccd878d7cd 100644 --- a/python/kserve/kserve/models/v1beta1_transformer_spec.py +++ b/python/kserve/kserve/models/v1beta1_transformer_spec.py @@ -49,6 +49,7 @@ class V1beta1TransformerSpec(object): openapi_types = { 'active_deadline_seconds': 'int', 'affinity': 'V1Affinity', + 'annotations': 'dict(str, str)', 'automount_service_account_token': 'bool', 'batcher': 'V1beta1Batcher', 'canary_traffic_percent': 'int', @@ -62,9 +63,11 @@ class V1beta1TransformerSpec(object): 'host_ipc': 'bool', 'host_network': 'bool', 'host_pid': 'bool', + 'host_users': 'bool', 'hostname': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'init_containers': 'list[V1Container]', + 'labels': 'dict(str, str)', 'logger': 'V1beta1LoggerSpec', 'max_replicas': 'int', 'min_replicas': 'int', @@ -76,11 +79,13 @@ class V1beta1TransformerSpec(object): 'priority': 'int', 'priority_class_name': 'str', 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', 'restart_policy': 'str', 'runtime_class_name': 'str', 'scale_metric': 'str', 'scale_target': 'int', 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', 'security_context': 'V1PodSecurityContext', 'service_account': 'str', 'service_account_name': 'str', @@ -97,6 +102,7 @@ class V1beta1TransformerSpec(object): attribute_map = { 'active_deadline_seconds': 'activeDeadlineSeconds', 'affinity': 'affinity', + 'annotations': 'annotations', 'automount_service_account_token': 'automountServiceAccountToken', 'batcher': 'batcher', 'canary_traffic_percent': 'canaryTrafficPercent', @@ -110,9 +116,11 @@ class V1beta1TransformerSpec(object): 'host_ipc': 'hostIPC', 'host_network': 'hostNetwork', 'host_pid': 'hostPID', + 'host_users': 'hostUsers', 'hostname': 'hostname', 'image_pull_secrets': 'imagePullSecrets', 'init_containers': 'initContainers', + 'labels': 'labels', 'logger': 'logger', 'max_replicas': 'maxReplicas', 'min_replicas': 'minReplicas', @@ -124,11 +132,13 @@ class V1beta1TransformerSpec(object): 'priority': 'priority', 'priority_class_name': 'priorityClassName', 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', 'restart_policy': 'restartPolicy', 'runtime_class_name': 'runtimeClassName', 'scale_metric': 'scaleMetric', 'scale_target': 'scaleTarget', 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', 'security_context': 'securityContext', 'service_account': 'serviceAccount', 'service_account_name': 'serviceAccountName', @@ -142,7 +152,7 @@ class V1beta1TransformerSpec(object): 'volumes': 'volumes' } - def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, hostname=None, image_pull_secrets=None, init_containers=None, logger=None, max_replicas=None, min_replicas=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, labels=None, logger=None, max_replicas=None, min_replicas=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, subdomain=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1beta1TransformerSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -150,6 +160,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._active_deadline_seconds = None self._affinity = None + self._annotations = None self._automount_service_account_token = None self._batcher = None self._canary_traffic_percent = None @@ -163,9 +174,11 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._host_ipc = None self._host_network = None self._host_pid = None + self._host_users = None self._hostname = None self._image_pull_secrets = None self._init_containers = None + self._labels = None self._logger = None self._max_replicas = None self._min_replicas = None @@ -177,11 +190,13 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self._priority = None self._priority_class_name = None self._readiness_gates = None + self._resource_claims = None self._restart_policy = None self._runtime_class_name = None self._scale_metric = None self._scale_target = None self._scheduler_name = None + self._scheduling_gates = None self._security_context = None self._service_account = None self._service_account_name = None @@ -199,6 +214,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.active_deadline_seconds = active_deadline_seconds if affinity is not None: self.affinity = affinity + if annotations is not None: + self.annotations = annotations if automount_service_account_token is not None: self.automount_service_account_token = automount_service_account_token if batcher is not None: @@ -225,12 +242,16 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.host_network = host_network if host_pid is not None: self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users if hostname is not None: self.hostname = hostname if image_pull_secrets is not None: self.image_pull_secrets = image_pull_secrets if init_containers is not None: self.init_containers = init_containers + if labels is not None: + self.labels = labels if logger is not None: self.logger = logger if max_replicas is not None: @@ -253,6 +274,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.priority_class_name = priority_class_name if readiness_gates is not None: self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims if restart_policy is not None: self.restart_policy = restart_policy if runtime_class_name is not None: @@ -263,6 +286,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, automount_servic self.scale_target = scale_target if scheduler_name is not None: self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates if security_context is not None: self.security_context = security_context if service_account is not None: @@ -330,6 +355,29 @@ def affinity(self, affinity): self._affinity = affinity + @property + def annotations(self): + """Gets the annotations of this V1beta1TransformerSpec. # noqa: E501 + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :return: The annotations of this V1beta1TransformerSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._annotations + + @annotations.setter + def annotations(self, annotations): + """Sets the annotations of this V1beta1TransformerSpec. + + Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + + :param annotations: The annotations of this V1beta1TransformerSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._annotations = annotations + @property def automount_service_account_token(self): """Gets the automount_service_account_token of this V1beta1TransformerSpec. # noqa: E501 @@ -625,6 +673,29 @@ def host_pid(self, host_pid): self._host_pid = host_pid + @property + def host_users(self): + """Gets the host_users of this V1beta1TransformerSpec. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1TransformerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1TransformerSpec. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1TransformerSpec. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + @property def hostname(self): """Gets the hostname of this V1beta1TransformerSpec. # noqa: E501 @@ -694,6 +765,29 @@ def init_containers(self, init_containers): self._init_containers = init_containers + @property + def labels(self): + """Gets the labels of this V1beta1TransformerSpec. # noqa: E501 + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :return: The labels of this V1beta1TransformerSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._labels + + @labels.setter + def labels(self, labels): + """Sets the labels of this V1beta1TransformerSpec. + + Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + + :param labels: The labels of this V1beta1TransformerSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._labels = labels + @property def logger(self): """Gets the logger of this V1beta1TransformerSpec. # noqa: E501 @@ -943,6 +1037,29 @@ def readiness_gates(self, readiness_gates): self._readiness_gates = readiness_gates + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1TransformerSpec. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1TransformerSpec. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1TransformerSpec. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1TransformerSpec. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + @property def restart_policy(self): """Gets the restart_policy of this V1beta1TransformerSpec. # noqa: E501 @@ -1058,6 +1175,29 @@ def scheduler_name(self, scheduler_name): self._scheduler_name = scheduler_name + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1TransformerSpec. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1TransformerSpec. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1TransformerSpec. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1TransformerSpec. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + @property def security_context(self): """Gets the security_context of this V1beta1TransformerSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_triton_spec.py b/python/kserve/kserve/models/v1beta1_triton_spec.py index 14cbad3de0..a8adf25608 100644 --- a/python/kserve/kserve/models/v1beta1_triton_spec.py +++ b/python/kserve/kserve/models/v1beta1_triton_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1TritonSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1TritonSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1TritonSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1TritonSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1TritonSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1TritonSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1TritonSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1TritonSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1TritonSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1TritonSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1TritonSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1TritonSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1TritonSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1TritonSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1TritonSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1TritonSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/models/v1beta1_xg_boost_spec.py b/python/kserve/kserve/models/v1beta1_xg_boost_spec.py index 0efa966880..bab50d3f63 100644 --- a/python/kserve/kserve/models/v1beta1_xg_boost_spec.py +++ b/python/kserve/kserve/models/v1beta1_xg_boost_spec.py @@ -195,7 +195,7 @@ def __init__(self, args=None, command=None, env=None, env_from=None, image=None, def args(self): """Gets the args of this V1beta1XGBoostSpec. # noqa: E501 - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The args of this V1beta1XGBoostSpec. # noqa: E501 :rtype: list[str] @@ -206,7 +206,7 @@ def args(self): def args(self, args): """Sets the args of this V1beta1XGBoostSpec. - Arguments to the entrypoint. The docker image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param args: The args of this V1beta1XGBoostSpec. # noqa: E501 :type: list[str] @@ -218,7 +218,7 @@ def args(self, args): def command(self): """Gets the command of this V1beta1XGBoostSpec. # noqa: E501 - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :return: The command of this V1beta1XGBoostSpec. # noqa: E501 :rtype: list[str] @@ -229,7 +229,7 @@ def command(self): def command(self, command): """Sets the command of this V1beta1XGBoostSpec. - Entrypoint array. Not executed within a shell. The docker image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 + Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell # noqa: E501 :param command: The command of this V1beta1XGBoostSpec. # noqa: E501 :type: list[str] @@ -287,7 +287,7 @@ def env_from(self, env_from): def image(self): """Gets the image of this V1beta1XGBoostSpec. # noqa: E501 - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :return: The image of this V1beta1XGBoostSpec. # noqa: E501 :rtype: str @@ -298,7 +298,7 @@ def image(self): def image(self, image): """Sets the image of this V1beta1XGBoostSpec. - Docker image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 + Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets. # noqa: E501 :param image: The image of this V1beta1XGBoostSpec. # noqa: E501 :type: str @@ -398,7 +398,7 @@ def name(self, name): def ports(self): """Gets the ports of this V1beta1XGBoostSpec. # noqa: E501 - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :return: The ports of this V1beta1XGBoostSpec. # noqa: E501 :rtype: list[V1ContainerPort] @@ -409,7 +409,7 @@ def ports(self): def ports(self, ports): """Sets the ports of this V1beta1XGBoostSpec. - List of ports to expose from the container. Exposing a port here gives the system additional information about the network connections a container uses, but is primarily informational. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Cannot be updated. # noqa: E501 + List of ports to expose from the container. Not specifying a port here DOES NOT prevent that port from being exposed. Any port which is listening on the default \"0.0.0.0\" address inside a container will be accessible from the network. Modifying this array with strategic merge patch may corrupt the data. For more information See https://github.com/kubernetes/kubernetes/issues/108255. Cannot be updated. # noqa: E501 :param ports: The ports of this V1beta1XGBoostSpec. # noqa: E501 :type: list[V1ContainerPort] diff --git a/python/kserve/kserve/protocol/dataplane.py b/python/kserve/kserve/protocol/dataplane.py index 066659fc00..3ed3735d6e 100644 --- a/python/kserve/kserve/protocol/dataplane.py +++ b/python/kserve/kserve/protocol/dataplane.py @@ -19,7 +19,7 @@ import orjson from cloudevents.http import CloudEvent, from_http from cloudevents.sdk.converters.util import has_binary_headers -from ray.serve.api import RayServeHandle +from ray.serve.handle import RayServeHandle from ..model import Model from ..errors import InvalidInput, ModelNotFound diff --git a/python/kserve/poetry.lock b/python/kserve/poetry.lock index 19638603ff..1a5b494e5f 100644 --- a/python/kserve/poetry.lock +++ b/python/kserve/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiohttp" version = "3.8.4" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiohttp-cors" version = "0.7.0" description = "CORS support for aiohttp" -category = "main" optional = false python-versions = "*" files = [ @@ -128,7 +126,6 @@ aiohttp = ">=1.1" name = "aiorwlock" version = "1.3.0" description = "Read write lock for asyncio." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -140,7 +137,6 @@ files = [ name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -155,7 +151,6 @@ frozenlist = ">=1.1.0" name = "alog" version = "0.9.13" description = "Python logging for Humans" -category = "main" optional = false python-versions = "*" files = [ @@ -171,7 +166,6 @@ testing = ["pytest-cov"] name = "ansicon" version = "1.89.0" description = "Python wrapper for loading Jason Hood's ANSICON" -category = "main" optional = false python-versions = "*" files = [ @@ -181,30 +175,29 @@ files = [ [[package]] name = "anyio" -version = "3.6.2" +version = "3.7.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false -python-versions = ">=3.6.2" +python-versions = ">=3.7" files = [ - {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"}, - {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"}, + {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"}, + {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"}, ] [package.dependencies] +exceptiongroup = {version = "*", markers = "python_version < \"3.11\""} idna = ">=2.8" sniffio = ">=1.1" [package.extras] -doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] -trio = ["trio (>=0.16,<0.22)"] +doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"] +test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +trio = ["trio (<0.22)"] [[package]] name = "asgi-logger" version = "0.1.0" description = "Middleware based uvicorn access logger! :tada:" -category = "main" optional = true python-versions = ">=3.8,<4.0" files = [ @@ -217,16 +210,18 @@ asgiref = ">=3.4.1,<4.0.0" [[package]] name = "asgiref" -version = "3.6.0" +version = "3.7.2" description = "ASGI specs, helper code, and adapters" -category = "main" -optional = false +optional = true python-versions = ">=3.7" files = [ - {file = "asgiref-3.6.0-py3-none-any.whl", hash = "sha256:71e68008da809b957b7ee4b43dbccff33d1b23519fb8344e33f049897077afac"}, - {file = "asgiref-3.6.0.tar.gz", hash = "sha256:9567dfe7bd8d3c8c892227827c41cce860b368104c3431da67a0c5a65a949506"}, + {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"}, + {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"}, ] +[package.dependencies] +typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""} + [package.extras] tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"] @@ -234,7 +229,6 @@ tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"] name = "async-timeout" version = "4.0.2" description = "Timeout context manager for asyncio programs" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -246,7 +240,6 @@ files = [ name = "attrs" version = "23.1.0" description = "Classes Without Boilerplate" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -263,13 +256,12 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte [[package]] name = "avro" -version = "1.11.1" +version = "1.11.2" description = "Avro is a serialization and RPC framework." -category = "dev" optional = false python-versions = ">=3.6" files = [ - {file = "avro-1.11.1.tar.gz", hash = "sha256:f123623ecc648d0e20ce14f8ed85162140c13cc4b108865d1b2529fbfa06c008"}, + {file = "avro-1.11.2.tar.gz", hash = "sha256:53dcd5bffccb9a72136f08d0b18771795eaf4eefb028bbaaed5f4e1787f0e268"}, ] [package.extras] @@ -278,14 +270,13 @@ zstandard = ["zstandard"] [[package]] name = "azure-core" -version = "1.26.4" +version = "1.27.1" description = "Microsoft Azure Core Library for Python" -category = "main" optional = true python-versions = ">=3.7" files = [ - {file = "azure-core-1.26.4.zip", hash = "sha256:075fe06b74c3007950dd93d49440c2f3430fd9b4a5a2756ec8c79454afc989c6"}, - {file = "azure_core-1.26.4-py3-none-any.whl", hash = "sha256:d9664b4bc2675d72fba461a285ac43ae33abb2967014a955bf136d9703a2ab3c"}, + {file = "azure-core-1.27.1.zip", hash = "sha256:5975c20808fa388243f01a8b79021bfbe114f503a27c543f002c5fc8bbdd73dd"}, + {file = "azure_core-1.27.1-py3-none-any.whl", hash = "sha256:1b4b19f455eb7b4332c6f92adc2c669353ded07c2722eb436165f0c253737792"}, ] [package.dependencies] @@ -300,7 +291,6 @@ aio = ["aiohttp (>=3.0)"] name = "azure-identity" version = "1.13.0" description = "Microsoft Azure Identity Library for Python" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -319,7 +309,6 @@ six = ">=1.12.0" name = "azure-storage-blob" version = "12.16.0" description = "Microsoft Azure Blob Storage Client Library for Python" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -338,26 +327,28 @@ aio = ["azure-core[aio] (>=1.26.0,<2.0.0)"] [[package]] name = "azure-storage-file-share" -version = "12.7.0" +version = "12.12.0" description = "Microsoft Azure Azure File Share Storage Client Library for Python" -category = "main" optional = true -python-versions = ">=3.6" +python-versions = ">=3.7" files = [ - {file = "azure-storage-file-share-12.7.0.zip", hash = "sha256:91836e82258d957120af228bc2bcf2b5c6bf5bedb8f3546aa9409b7495aba832"}, - {file = "azure_storage_file_share-12.7.0-py3-none-any.whl", hash = "sha256:7dc8111a1a12e26356443639732f1424787883ab42913656cebed46a729cc654"}, + {file = "azure-storage-file-share-12.12.0.zip", hash = "sha256:cf7e47f749fc06ecb99b64612ab4bd94227b9931497a4c27c2865717c3daa089"}, + {file = "azure_storage_file_share-12.12.0-py3-none-any.whl", hash = "sha256:3abb168b94daac3ffe74ef6552fd86822a97e340ba9c6db0f8a5ae5053a08852"}, ] [package.dependencies] -azure-core = ">=1.15.0,<2.0.0" +azure-core = ">=1.26.0,<2.0.0" cryptography = ">=2.1.4" -msrest = ">=0.6.21" +isodate = ">=0.6.1" +typing-extensions = ">=4.0.1" + +[package.extras] +aio = ["azure-core[aio] (>=1.26.0,<2.0.0)"] [[package]] name = "blessed" version = "1.20.0" description = "Easy, practical library for making terminal apps, by providing an elegant, well-documented interface to Colors, Keyboard input, and screen Positioning capabilities." -category = "main" optional = false python-versions = ">=2.7" files = [ @@ -372,18 +363,17 @@ wcwidth = ">=0.1.4" [[package]] name = "boto3" -version = "1.26.137" +version = "1.27.0" description = "The AWS SDK for Python" -category = "main" optional = true python-versions = ">= 3.7" files = [ - {file = "boto3-1.26.137-py3-none-any.whl", hash = "sha256:b6d729beec0462ac1ae4a83a0fb04a62061a9f1f406d3151b45345daa9d1a5bc"}, - {file = "boto3-1.26.137.tar.gz", hash = "sha256:cac699fc46b43c10ca12aa6ea087c0b979613c5e3570aea11d86891652cb581e"}, + {file = "boto3-1.27.0-py3-none-any.whl", hash = "sha256:e1e535e9fb23977252f13652ed2fa9b4f2d59a53b04a5f2fad3ee415b6a3b2b0"}, + {file = "boto3-1.27.0.tar.gz", hash = "sha256:908f9c277325d68963dfcfce963a05336f0eb19505fc239c0ab9d01f4cba0296"}, ] [package.dependencies] -botocore = ">=1.29.137,<1.30.0" +botocore = ">=1.30.0,<1.31.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.6.0,<0.7.0" @@ -392,14 +382,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.29.137" +version = "1.30.0" description = "Low-level, data-driven core of boto 3." -category = "main" optional = true python-versions = ">= 3.7" files = [ - {file = "botocore-1.29.137-py3-none-any.whl", hash = "sha256:5921a15c0a2a438f5ba9de4189d846f31d3770c690b0ffb237da5069444f2ba5"}, - {file = "botocore-1.29.137.tar.gz", hash = "sha256:1909fe368c08b4879d52ac1e3963f8bfcbebe3a84366c3f2000a45bd4510b027"}, + {file = "botocore-1.30.0-py3-none-any.whl", hash = "sha256:cac1333f41ec98e6f75bbba3f2c74b9e76aa3847469ecea6e7773a0af0049bee"}, + {file = "botocore-1.30.0.tar.gz", hash = "sha256:b9cb5b78a289f0615a48d85066f01869029aa41b95993f2c0c55003df037c23f"}, ] [package.dependencies] @@ -412,21 +401,19 @@ crt = ["awscrt (==0.16.9)"] [[package]] name = "cachetools" -version = "5.3.0" +version = "5.3.1" description = "Extensible memoizing collections and decorators" -category = "main" optional = false -python-versions = "~=3.7" +python-versions = ">=3.7" files = [ - {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"}, - {file = "cachetools-5.3.0.tar.gz", hash = "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14"}, + {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"}, + {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"}, ] [[package]] name = "certifi" version = "2023.5.7" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -438,7 +425,6 @@ files = [ name = "cffi" version = "1.15.1" description = "Foreign Function Interface for Python calling C code." -category = "main" optional = true python-versions = "*" files = [ @@ -515,7 +501,6 @@ pycparser = "*" name = "charset-normalizer" version = "3.1.0" description = "The Real First Universal Charset Detector. 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multidict = ">=4.0" name = "zipp" version = "3.15.0" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3108,4 +3244,4 @@ storage = ["azure-identity", "azure-storage-blob", "azure-storage-file-share", " [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.12" -content-hash = "c378d3225764f4f7f64818f477349849759072976ab0b661247b417e8adac885" +content-hash = "e0f28246d385a8fb29939a1ef68e6f4c3b51c969cc7cb939cf4056be75d05953" diff --git a/python/kserve/pyproject.toml b/python/kserve/pyproject.toml index 4d151dbc42..14468dff46 100644 --- a/python/kserve/pyproject.toml +++ b/python/kserve/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "kserve" -version = "0.11.0rc0" +version = "0.11.0" description = "KServe Python SDK" authors = [ "The KServe Authors ", @@ -34,7 +34,7 @@ exclude = ["kserve/storage/test"] [tool.poetry.dependencies] python = ">=3.8,<3.12" -uvicorn = "^0.16.0" +uvicorn = { version = "^0.19.0", extras = ["standard"] } fastapi = "^0.95.0" cloudevents = "^1.6.2" six = "^1.16.0" @@ -51,14 +51,14 @@ httpx = "^0.23.0" timing-asgi = "^0.3.0" tritonclient = "^2.18.0" tabulate = "^0.9.0" -pandas = "^1.3.5" +pandas = ">=1.3.5" # Storage dependencies. They can be opted into by apps. urllib3 = { version = "^1.26.8", optional = true } requests = { version = "^2.20.0", optional = true } google-cloud-storage = { version = "^1.20.0", optional = true } azure-storage-blob = { version = "^12.10.0", optional = true } -azure-storage-file-share = { version = "~12.7.0", optional = true } +azure-storage-file-share = { version = "^12.7.0", optional = true } azure-identity = { version = "^1.8.0", optional = true } boto3 = { version = "^1.21.0", optional = true } diff --git a/python/lgb.Dockerfile b/python/lgb.Dockerfile index 50915dee4f..e35e12d74d 100644 --- a/python/lgb.Dockerfile +++ b/python/lgb.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/lgbserver/poetry.lock b/python/lgbserver/poetry.lock index 40acd945ac..cf782e5bcf 100644 --- a/python/lgbserver/poetry.lock +++ b/python/lgbserver/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiohttp" version = "3.8.4" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiohttp-cors" version = "0.7.0" description = "CORS support for aiohttp" -category = "main" optional = false python-versions = "*" files = [ @@ -128,7 +126,6 @@ aiohttp = ">=1.1" name = "aiorwlock" version = "1.3.0" description = "Read write lock for asyncio." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -140,7 +137,6 @@ files = [ name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -155,7 +151,6 @@ frozenlist = ">=1.1.0" name = "alog" version = "0.9.13" description = "Python logging for Humans" -category = "main" optional = false python-versions = "*" files = [ @@ -171,7 +166,6 @@ testing = ["pytest-cov"] name = "ansicon" version = "1.89.0" description = "Python wrapper for loading Jason Hood's ANSICON" -category = "main" optional = false python-versions = "*" files = [ @@ -183,7 +177,6 @@ files = [ name = "anyio" version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.6.2" files = [ @@ -200,26 +193,10 @@ doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] trio = ["trio (>=0.16,<0.22)"] -[[package]] -name = "asgiref" -version = "3.6.0" -description = "ASGI specs, helper code, and adapters" -category = "main" -optional = false -python-versions = ">=3.7" -files = [ - 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Expressions" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1392,7 +1373,6 @@ files = [ name = "joblib" version = "1.2.0" description = "Lightweight pipelining with Python functions" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1404,7 +1384,6 @@ files = [ name = "jsonschema" version = "4.17.3" description = "An implementation of JSON Schema validation for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1424,9 +1403,8 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- [[package]] name = "kserve" -version = "0.11.0rc0" +version = "0.11.0" description = "KServe Python SDK" -category = "main" optional = false python-versions = ">=3.8,<3.12" files = [] @@ -1435,7 +1413,7 @@ develop = true [package.dependencies] azure-identity = {version = "^1.8.0", optional = true} azure-storage-blob = {version = "^12.10.0", optional = true} -azure-storage-file-share = {version = "~12.7.0", optional = true} +azure-storage-file-share = {version = "^12.7.0", optional = true} boto3 = {version = "^1.21.0", optional = true} cloudevents = "^1.6.2" fastapi = "^0.95.0" @@ -1445,7 +1423,7 @@ httpx = "^0.23.0" kubernetes = ">=23.3.0" numpy = "^1.23.5" orjson = "^3.8.0" -pandas = "^1.3.5" +pandas = ">=1.3.5" prometheus-client = "^0.13.1" protobuf = "^3.19.0" psutil = "^5.9.0" @@ -1457,11 +1435,11 @@ tabulate = "^0.9.0" timing-asgi = "^0.3.0" tritonclient = "^2.18.0" urllib3 = {version = "^1.26.8", optional = true} -uvicorn = "^0.16.0" +uvicorn = {version = "^0.19.0", extras = ["standard"]} [package.extras] logging = ["asgi-logger (>=0.1.0,<0.2.0)"] -storage = ["azure-identity (>=1.8.0,<2.0.0)", "azure-storage-blob (>=12.10.0,<13.0.0)", "azure-storage-file-share (>=12.7.0,<12.8.0)", "boto3 (>=1.21.0,<2.0.0)", "google-cloud-storage (>=1.20.0,<2.0.0)", "requests (>=2.20.0,<3.0.0)", "urllib3 (>=1.26.8,<2.0.0)"] +storage = ["azure-identity (>=1.8.0,<2.0.0)", "azure-storage-blob (>=12.10.0,<13.0.0)", "azure-storage-file-share (>=12.7.0,<13.0.0)", "boto3 (>=1.21.0,<2.0.0)", "google-cloud-storage (>=1.20.0,<2.0.0)", "requests (>=2.20.0,<3.0.0)", "urllib3 (>=1.26.8,<2.0.0)"] [package.source] type = "directory" @@ -1471,7 +1449,6 @@ url = "../kserve" name = "kubernetes" version = "26.1.0" description = "Kubernetes python client" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1489,7 +1466,7 @@ requests-oauthlib = "*" setuptools = ">=21.0.0" six = ">=1.9.0" urllib3 = ">=1.24.2" -websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.0 || >=0.43.0" +websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0" [package.extras] adal = ["adal (>=1.0.2)"] @@ -1498,7 +1475,6 @@ adal = ["adal (>=1.0.2)"] name = "lightgbm" version = "3.3.5" description = "LightGBM Python Package" -category = "main" optional = false python-versions = "*" files = [ @@ -1522,7 +1498,6 @@ dask = ["dask[array] (>=2.0.0)", 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Concurrent data access will be coordinated by a file lock mechanism." -category = "main" optional = false python-versions = "*" files = [ @@ -1561,7 +1535,6 @@ portalocker = [ name = "msgpack" version = "1.0.5" description = "MessagePack serializer" -category = "main" optional = false python-versions = "*" files = [ @@ -1634,7 +1607,6 @@ files = [ name = "msrest" version = "0.7.1" description = "AutoRest swagger generator Python client runtime." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1656,7 +1628,6 @@ async = ["aiodns", "aiohttp (>=3.0)"] name = "multidict" version = "6.0.4" description = "multidict implementation" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1740,7 +1711,6 @@ files = [ name = "mypy" version = "0.991" description = "Optional static typing for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1791,7 +1761,6 @@ reports = ["lxml"] name = "mypy-extensions" version = "1.0.0" description = "Type system extensions for programs checked with the mypy type checker." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -1803,7 +1772,6 @@ files = [ name = "numpy" version = "1.24.3" description = "Fundamental package for array computing in Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1841,7 +1809,6 @@ files = [ name = "nvidia-ml-py" version = "11.525.112" description = "Python Bindings for the NVIDIA Management Library" -category = "main" optional = false python-versions = "*" files = [ @@ -1853,7 +1820,6 @@ files = [ name = "oauthlib" version = "3.2.2" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1870,7 +1836,6 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] name = "opencensus" version = "0.11.2" description = "A stats collection and distributed tracing framework" -category = "main" optional = false python-versions = "*" files = [ @@ -1886,7 +1851,6 @@ opencensus-context = ">=0.1.3" name = "opencensus-context" version = "0.1.3" description = "OpenCensus Runtime Context" -category = "main" optional = false python-versions = "*" files = [ @@ -1898,7 +1862,6 @@ files = [ name = "orjson" version = "3.8.12" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1954,7 +1917,6 @@ files = [ name = "packaging" version = "23.1" description = "Core utilities for Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1966,7 +1928,6 @@ files = [ name = "pandas" version = "1.5.3" description = "Powerful data structures for data analysis, time series, and statistics" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2015,7 +1976,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] name = "pkgutil-resolve-name" version = "1.3.10" description = "Resolve a name to an object." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2027,7 +1987,6 @@ files = [ name = "platformdirs" version = "3.5.1" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2043,7 +2002,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest- name = "pluggy" version = "1.0.0" description = "plugin and hook calling mechanisms for python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2059,7 +2017,6 @@ testing = ["pytest", "pytest-benchmark"] name = "portalocker" version = "2.7.0" description = "Wraps the portalocker recipe for easy usage" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -2079,7 +2036,6 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p name = "prometheus-client" version = "0.13.1" description = "Python client for the Prometheus monitoring system." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2094,7 +2050,6 @@ twisted = ["twisted"] name = "protobuf" version = "3.20.3" description = "Protocol Buffers" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2126,7 +2081,6 @@ files = [ name = "psutil" version = "5.9.5" description = "Cross-platform lib for process and system monitoring in Python." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2153,7 +2107,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] name = "py-spy" version = "0.3.14" description = "Sampling profiler for Python programs" -category = "main" optional = false python-versions = "*" files = [ @@ -2170,7 +2123,6 @@ files = [ name = "pyasn1" version = "0.5.0" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -2182,7 +2134,6 @@ files = [ name = "pyasn1-modules" version = "0.3.0" description = "A collection of ASN.1-based protocols modules" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -2197,7 +2148,6 @@ pyasn1 = ">=0.4.6,<0.6.0" name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2209,7 +2159,6 @@ files = [ name = "pydantic" version = "1.10.7" description = "Data validation and settings management using python type hints" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2262,7 +2211,6 @@ email = ["email-validator (>=1.0.3)"] name = "pyjwt" version = "2.7.0" description = "JSON Web Token implementation in Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2283,7 +2231,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] name = "pyrsistent" version = "0.19.3" description = "Persistent/Functional/Immutable data structures" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2320,7 +2267,6 @@ files = [ name = "pytest" version = "7.3.1" description = "pytest: simple powerful testing with Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2343,7 +2289,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no name = "pytest-asyncio" version = "0.20.3" description = "Pytest support for asyncio" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2362,7 +2307,6 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy name = "pytest-cov" version = "4.0.0" description = "Pytest plugin for measuring coverage." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2381,7 +2325,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -2392,11 +2335,24 @@ files = [ [package.dependencies] six = ">=1.5" +[[package]] +name = "python-dotenv" +version = "1.0.0" +description = "Read key-value pairs from a .env file and set them as environment variables" +optional = false +python-versions = ">=3.8" +files = [ + {file = "python-dotenv-1.0.0.tar.gz", hash = "sha256:a8df96034aae6d2d50a4ebe8216326c61c3eb64836776504fcca410e5937a3ba"}, + {file = "python_dotenv-1.0.0-py3-none-any.whl", hash = "sha256:f5971a9226b701070a4bf2c38c89e5a3f0d64de8debda981d1db98583009122a"}, +] + +[package.extras] +cli = ["click (>=5.0)"] + [[package]] name = "python-rapidjson" version = "1.10" description = "Python wrapper around rapidjson" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2462,7 +2418,6 @@ files = [ name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -2474,7 +2429,6 @@ files = [ name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "main" optional = false python-versions = "*" files = [ @@ -2498,7 +2452,6 @@ files = [ name = "pyyaml" version = "6.0" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2548,7 +2501,6 @@ files = [ name = "ray" version = "2.4.0" description = "Ray provides a simple, universal API for building distributed applications." -category = "main" optional = false python-versions = "*" files = [ @@ -2632,7 +2584,6 @@ tune = ["pandas", "requests", "tabulate", "tensorboardX (>=1.9)"] name = "requests" version = "2.30.0" description = "Python HTTP for Humans." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2654,7 +2605,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] name = "requests-oauthlib" version = "1.3.1" description = "OAuthlib authentication support for Requests." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2673,7 +2623,6 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"] name = "rfc3986" version = "1.5.0" description = "Validating URI References per RFC 3986" -category = "main" optional = false python-versions = "*" files = [ @@ -2691,7 +2640,6 @@ idna2008 = ["idna"] name = "rsa" version = "4.9" description = "Pure-Python RSA implementation" -category = "main" optional = false python-versions = ">=3.6,<4" files = [ @@ -2706,7 +2654,6 @@ pyasn1 = ">=0.1.3" name = "s3transfer" version = "0.6.1" description = "An Amazon S3 Transfer Manager" -category = "main" optional = false python-versions = ">= 3.7" files = [ @@ -2724,7 +2671,6 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"] name = "scikit-learn" version = "1.2.2" description = "A set of python modules for machine learning and data mining" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2767,7 +2713,6 @@ tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.3)", "mypy ( name = "scipy" version = "1.10.1" description = "Fundamental algorithms for scientific computing in Python" -category = "main" optional = false python-versions = "<3.12,>=3.8" files = [ @@ -2806,7 +2751,6 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo name = "setuptools" version = "67.8.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2823,7 +2767,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs ( name = "six" version = "1.16.0" description = "Python 2 and 3 compatibility utilities" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -2835,7 +2778,6 @@ files = [ name = "smart-open" version = "6.3.0" description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)" -category = "main" optional = false python-versions = ">=3.6,<4.0" files = [ @@ -2857,7 +2799,6 @@ webhdfs = ["requests"] name = "sniffio" version = "1.3.0" description = "Sniff out which async library your code is running under" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2869,7 +2810,6 @@ files = [ name = "starlette" version = "0.27.0" description = "The little ASGI library that shines." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2888,7 +2828,6 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam name = "tabulate" version = "0.9.0" description = "Pretty-print tabular data" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2903,7 +2842,6 @@ widechars = ["wcwidth"] name = "threadpoolctl" version = "3.1.0" description = "threadpoolctl" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2915,7 +2853,6 @@ files = [ name = "timing-asgi" version = "0.3.0" description = "ASGI middleware to emit timing metrics with something like statsd" -category = "main" optional = false python-versions = ">=3.6,<4.0" files = [ @@ -2930,7 +2867,6 @@ alog = ">=0.9.13,<0.10.0" name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2942,7 +2878,6 @@ files = [ name = "tritonclient" version = "2.33.0" description = "Python client library and utilities for communicating with Triton Inference Server" -category = "main" optional = false 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multidict = ">=4.0" name = "zipp" version = "3.15.0" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false python-versions = ">=3.7" files = [ diff --git a/python/lgbserver/pyproject.toml b/python/lgbserver/pyproject.toml index 295b6188f8..0efdfb0022 100644 --- a/python/lgbserver/pyproject.toml +++ b/python/lgbserver/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "lgbserver" -version = "0.11.0rc0" +version = "0.11.0" description = "Model Server implementation for LightGBM. Not intended for use outside KServe Frameworks Images." authors = ["Lin Yiming "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/paddle.Dockerfile b/python/paddle.Dockerfile index f9a4d76c7f..0cf0fec5ed 100644 --- a/python/paddle.Dockerfile +++ b/python/paddle.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/paddleserver/poetry.lock b/python/paddleserver/poetry.lock index 88d483dc6d..e997749365 100644 --- a/python/paddleserver/poetry.lock +++ b/python/paddleserver/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiohttp" version = "3.8.4" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiohttp-cors" version = "0.7.0" description = "CORS support for aiohttp" -category = "main" optional = false python-versions = "*" files = [ @@ -128,7 +126,6 @@ aiohttp = ">=1.1" name = "aiorwlock" version = "1.3.0" description = "Read write lock for asyncio." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -140,7 +137,6 @@ files = [ name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -155,7 +151,6 @@ frozenlist = ">=1.1.0" name = "alog" version = "0.9.13" description = "Python logging for Humans" -category = "main" optional = false python-versions = "*" files = [ @@ -171,7 +166,6 @@ testing = ["pytest-cov"] name = "ansicon" version = "1.89.0" description = "Python wrapper for loading Jason Hood's ANSICON" -category = "main" optional = false python-versions = "*" files = [ @@ -183,7 +177,6 @@ files = [ name = "anyio" version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.6.2" files = [ @@ -200,29 +193,10 @@ doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] trio = ["trio (>=0.16,<0.22)"] -[[package]] -name = "asgiref" -version = "3.7.1" -description = "ASGI specs, helper code, and adapters" -category = "main" -optional = false -python-versions = ">=3.7" -files = [ - 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= "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -1344,7 +1325,6 @@ files = [ name = "importlib-resources" version = "5.12.0" description = "Read resources from Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1363,7 +1343,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec name = "iniconfig" version = "2.0.0" description = "brain-dead simple config-ini parsing" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1375,7 +1354,6 @@ files = [ name = "isodate" version = "0.6.1" description = "An ISO 8601 date/time/duration parser and formatter" -category = "main" optional = false python-versions = "*" files = [ @@ -1390,7 +1368,6 @@ six = "*" name = "jinxed" version = "1.2.0" description = "Jinxed Terminal Library" -category = "main" optional = false python-versions = "*" files = [ @@ -1405,7 +1382,6 @@ 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= "^12.7.0", optional = true} boto3 = {version = "^1.21.0", optional = true} cloudevents = "^1.6.2" fastapi = "^0.95.0" @@ -1458,7 +1432,7 @@ httpx = "^0.23.0" kubernetes = ">=23.3.0" numpy = "^1.23.5" orjson = "^3.8.0" -pandas = "^1.3.5" +pandas = ">=1.3.5" prometheus-client = "^0.13.1" protobuf = "^3.19.0" psutil = "^5.9.0" @@ -1470,11 +1444,11 @@ tabulate = "^0.9.0" timing-asgi = "^0.3.0" tritonclient = "^2.18.0" urllib3 = {version = "^1.26.8", optional = true} -uvicorn = "^0.16.0" +uvicorn = {version = "^0.19.0", extras = ["standard"]} [package.extras] logging = ["asgi-logger (>=0.1.0,<0.2.0)"] -storage = ["azure-identity (>=1.8.0,<2.0.0)", "azure-storage-blob (>=12.10.0,<13.0.0)", "azure-storage-file-share (>=12.7.0,<12.8.0)", "boto3 (>=1.21.0,<2.0.0)", "google-cloud-storage (>=1.20.0,<2.0.0)", "requests (>=2.20.0,<3.0.0)", "urllib3 (>=1.26.8,<2.0.0)"] +storage = ["azure-identity (>=1.8.0,<2.0.0)", "azure-storage-blob (>=12.10.0,<13.0.0)", "azure-storage-file-share (>=12.7.0,<13.0.0)", "boto3 (>=1.21.0,<2.0.0)", "google-cloud-storage (>=1.20.0,<2.0.0)", "requests (>=2.20.0,<3.0.0)", "urllib3 (>=1.26.8,<2.0.0)"] [package.source] type = "directory" @@ -1484,7 +1458,6 @@ url = "../kserve" name = "kubernetes" version = "26.1.0" description = "Kubernetes python client" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1502,7 +1475,7 @@ requests-oauthlib = "*" setuptools = ">=21.0.0" six = ">=1.9.0" urllib3 = ">=1.24.2" -websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.0 || >=0.43.0" +websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0" [package.extras] adal = ["adal (>=1.0.2)"] @@ -1511,7 +1484,6 @@ adal = ["adal (>=1.0.2)"] name = "msal" version = "1.22.0" description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect." -category = "main" optional = false python-versions = "*" files = [ @@ -1531,7 +1503,6 @@ broker = ["pymsalruntime (>=0.13.2,<0.14)"] name = "msal-extensions" version = "1.0.0" description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism." -category = "main" optional = false python-versions = "*" files = [ @@ -1550,7 +1521,6 @@ portalocker = [ name = "msgpack" version = "1.0.5" description = "MessagePack serializer" -category = "main" optional = false python-versions = "*" files = [ @@ -1623,7 +1593,6 @@ files = [ name = "msrest" version = "0.7.1" description = "AutoRest swagger generator Python client runtime." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1645,7 +1614,6 @@ async = ["aiodns", "aiohttp (>=3.0)"] name = "multidict" version = "6.0.4" description = "multidict implementation" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1729,7 +1697,6 @@ files = [ name = "mypy" version = "0.991" description = "Optional static typing for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1780,7 +1747,6 @@ reports = ["lxml"] name = "mypy-extensions" version = "1.0.0" description = "Type system extensions for programs checked with the mypy type checker." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -1792,7 +1758,6 @@ files = [ name = "numpy" version = "1.24.3" description = "Fundamental package for array computing in Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1830,7 +1795,6 @@ files = [ name = "nvidia-ml-py" version = "11.525.112" description = "Python Bindings for the NVIDIA Management Library" -category = "main" optional = false python-versions = "*" files = [ @@ -1842,7 +1806,6 @@ files = [ name = "oauthlib" version = "3.2.2" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1859,7 +1822,6 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] name = "opencensus" version = "0.11.2" description = "A stats collection and distributed tracing framework" -category = "main" optional = false python-versions = "*" files = [ @@ -1875,7 +1837,6 @@ opencensus-context = ">=0.1.3" name = "opencensus-context" version = "0.1.3" description = "OpenCensus Runtime Context" -category = "main" optional = false python-versions = "*" files = [ @@ -1887,7 +1848,6 @@ files = [ name = "opencv-python" version = "4.7.0.72" description = "Wrapper package for OpenCV python bindings." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1914,7 +1874,6 @@ numpy = [ name = "opt-einsum" version = "3.3.0" description = "Optimizing numpys einsum function" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -1933,7 +1892,6 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"] name = "orjson" version = "3.8.13" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1989,7 +1947,6 @@ files = [ name = "packaging" version = "23.1" description = "Core utilities for Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2001,7 +1958,6 @@ files = [ name = "paddle-bfloat" version = "0.1.7" description = "Paddle numpy bfloat16 package" -category = "main" optional = false python-versions = "*" files = [ @@ -2102,7 +2058,6 @@ files = [ name = "paddlepaddle" version = "2.4.2" description = "Parallel Distributed Deep Learning" -category = "main" optional = false python-versions = "*" files = [ @@ -2141,7 +2096,6 @@ six = "*" name = "pandas" version = "1.5.3" description = "Powerful data structures for data analysis, time series, and statistics" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -2189,7 +2143,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] name = "pillow" version = "9.5.0" description = "Python Imaging Library (Fork)" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2269,7 +2222,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa name = "pkgutil-resolve-name" version = "1.3.10" description = "Resolve a name to an object." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2281,7 +2233,6 @@ files = [ name = "platformdirs" version = "3.5.1" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2297,7 +2248,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest- name = "pluggy" version = "1.0.0" description = "plugin and hook calling mechanisms for python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -2313,7 +2263,6 @@ testing = ["pytest", "pytest-benchmark"] name = "portalocker" version = "2.7.0" description = "Wraps the portalocker recipe for easy usage" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -2333,7 +2282,6 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p name = "prometheus-client" version = "0.13.1" description = "Python client for the Prometheus monitoring system." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2348,7 +2296,6 @@ twisted = ["twisted"] name = "protobuf" version = "3.20.0" description = "Protocol Buffers" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2382,7 +2329,6 @@ files = [ name = "psutil" version = "5.9.5" description = "Cross-platform lib for process and system monitoring in Python." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2409,7 +2355,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] name = "py-spy" version = "0.3.14" description = "Sampling profiler for Python programs" -category = "main" optional = false python-versions = "*" files = [ @@ -2426,7 +2371,6 @@ files = [ name = "pyasn1" version = "0.5.0" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -2438,7 +2382,6 @@ files = [ name = "pyasn1-modules" version = "0.3.0" description = "A collection of ASN.1-based protocols modules" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -2453,7 +2396,6 @@ pyasn1 = ">=0.4.6,<0.6.0" name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2465,7 +2407,6 @@ files = [ name = "pydantic" version = "1.10.8" description = "Data validation and settings management using python type hints" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2518,7 +2459,6 @@ email = ["email-validator (>=1.0.3)"] name = "pyjwt" version = "2.7.0" description = "JSON Web Token implementation in Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2539,7 +2479,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] name = "pyrsistent" version = "0.19.3" description = "Persistent/Functional/Immutable data structures" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2576,7 +2515,6 @@ files = [ name = "pytest" version = "7.3.1" description = "pytest: simple powerful testing with Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2599,7 +2537,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no name = "pytest-cov" version = "4.1.0" description = "Pytest plugin for measuring coverage." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -2618,7 +2555,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -2629,11 +2565,24 @@ files = [ [package.dependencies] six = ">=1.5" +[[package]] +name = "python-dotenv" +version = "1.0.0" +description = "Read key-value pairs from a .env file and set them as environment variables" +optional = false +python-versions = ">=3.8" +files = [ + {file = "python-dotenv-1.0.0.tar.gz", hash = "sha256:a8df96034aae6d2d50a4ebe8216326c61c3eb64836776504fcca410e5937a3ba"}, + {file = "python_dotenv-1.0.0-py3-none-any.whl", hash = "sha256:f5971a9226b701070a4bf2c38c89e5a3f0d64de8debda981d1db98583009122a"}, +] + +[package.extras] +cli = ["click (>=5.0)"] + [[package]] name = "python-rapidjson" version = "1.10" description = "Python wrapper around rapidjson" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2699,7 +2648,6 @@ files = [ name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -2711,7 +2659,6 @@ files = [ name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "main" optional = false python-versions = "*" files = [ @@ -2735,7 +2682,6 @@ files = [ name = "pyyaml" version = "6.0" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2785,7 +2731,6 @@ files = [ name = "ray" version = "2.4.0" description = "Ray provides a simple, universal API for building distributed applications." -category = "main" optional = false python-versions = "*" files = [ @@ -2869,7 +2814,6 @@ tune = ["pandas", "requests", "tabulate", "tensorboardX (>=1.9)"] name = "requests" version = "2.31.0" description = "Python HTTP for Humans." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2891,7 +2835,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] name = "requests-oauthlib" version = "1.3.1" description = "OAuthlib authentication support for Requests." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -2910,7 +2853,6 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"] name = "rfc3986" version = "1.5.0" description = "Validating URI References per RFC 3986" -category = "main" optional = false python-versions = "*" files = [ @@ -2928,7 +2870,6 @@ idna2008 = ["idna"] name = "rsa" version = "4.9" description = "Pure-Python RSA implementation" -category = "main" optional = false python-versions = ">=3.6,<4" files = [ @@ -2943,7 +2884,6 @@ pyasn1 = ">=0.1.3" name = "s3transfer" version = "0.6.1" description = "An Amazon S3 Transfer Manager" -category = "main" optional = false python-versions = ">= 3.7" files = [ @@ -2961,7 +2901,6 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"] name = "setuptools" version = "67.8.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -2978,7 +2917,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs ( name = "six" version = "1.16.0" description = "Python 2 and 3 compatibility utilities" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -2990,7 +2928,6 @@ files = [ name = "smart-open" version = "6.3.0" description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)" -category = "main" optional = false python-versions = ">=3.6,<4.0" files = [ @@ -3012,7 +2949,6 @@ webhdfs = ["requests"] name = "sniffio" version = "1.3.0" description = "Sniff out which async library your code is running under" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3024,7 +2960,6 @@ files = [ name = "starlette" version = "0.27.0" description = "The little ASGI library that shines." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3043,7 +2978,6 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam name = "tabulate" version = "0.9.0" description = "Pretty-print tabular data" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3058,7 +2992,6 @@ widechars = ["wcwidth"] name = "timing-asgi" version = "0.3.0" description = "ASGI middleware to emit timing metrics with something like statsd" -category = "main" optional = false python-versions = ">=3.6,<4.0" files = [ @@ -3073,7 +3006,6 @@ alog = ">=0.9.13,<0.10.0" name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3085,7 +3017,6 @@ files = [ name = "tritonclient" version = "2.33.0" description = "Python client library and utilities for 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a/python/paddleserver/pyproject.toml b/python/paddleserver/pyproject.toml index 5a880755bb..f0cd396b07 100644 --- a/python/paddleserver/pyproject.toml +++ b/python/paddleserver/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "paddleserver" -version = "0.11.0rc0" +version = "0.11.0" description = "Model Server implementation for Paddle. Not intended for use outside KServe Frameworks Images" authors = ["Zhengyuan Zhang "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/plugin/poetry-version-plugin/debug.py b/python/plugin/poetry-version-plugin/debug.py index 162c2dc21b..e3fe597aeb 100644 --- a/python/plugin/poetry-version-plugin/debug.py +++ b/python/plugin/poetry-version-plugin/debug.py @@ -1,3 +1,17 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + import os from pathlib import Path diff --git a/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py b/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py index e69de29bb2..6135a95fa7 100644 --- a/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py +++ b/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py @@ -0,0 +1,13 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py b/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py index 78f55a6aa1..98eb11df8f 100644 --- a/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py +++ b/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py @@ -1,3 +1,17 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + import ast import subprocess from pathlib import Path diff --git a/python/pmml.Dockerfile b/python/pmml.Dockerfile index a6173598e4..9599522fad 100644 --- a/python/pmml.Dockerfile +++ b/python/pmml.Dockerfile @@ -8,7 +8,7 @@ FROM ${BASE_IMAGE} as builder ARG PYTHON_VERSION # Install python RUN apt-get update && \ - apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" && \ + apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" gcc && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* @@ -59,4 +59,4 @@ COPY --from=builder kserve kserve COPY --from=builder pmmlserver pmmlserver USER 1000 -ENTRYPOINT ["python3", "-m", "pmmlserver"] \ No newline at end of file +ENTRYPOINT ["python3", "-m", "pmmlserver"] diff --git a/python/pmmlserver/poetry.lock b/python/pmmlserver/poetry.lock index 21ddaf0fa4..8624a9939f 100644 --- a/python/pmmlserver/poetry.lock +++ b/python/pmmlserver/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiohttp" version = "3.8.4" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiohttp-cors" version = "0.7.0" description = "CORS support for aiohttp" -category = "main" optional = false python-versions = "*" files = [ @@ -128,7 +126,6 @@ aiohttp = ">=1.1" name = "aiorwlock" version = "1.3.0" description = "Read write lock for asyncio." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -140,7 +137,6 @@ files = [ name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -155,7 +151,6 @@ frozenlist = ">=1.1.0" name = "alog" version = "0.9.13" description = "Python logging for Humans" -category = "main" optional = false python-versions = "*" files = [ @@ -171,7 +166,6 @@ testing = ["pytest-cov"] name = "ansicon" version = "1.89.0" description = "Python wrapper for loading Jason Hood's ANSICON" -category = "main" optional = false python-versions = "*" files = [ @@ -183,7 +177,6 @@ files = [ name = "anyio" version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.6.2" files = [ @@ -200,26 +193,10 @@ doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] trio = ["trio (>=0.16,<0.22)"] -[[package]] -name = "asgiref" -version = "3.6.0" -description = "ASGI specs, helper code, and adapters" -category = "main" -optional = false -python-versions = ">=3.7" -files = [ - 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Open, modern and actively maintained alternative to Chardet." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -570,7 +535,6 @@ files = [ name = "click" version = "8.1.3" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -585,7 +549,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "cloudevents" version = "1.9.0" description = "CloudEvents Python SDK" -category = "main" optional = false python-versions = "*" files = [ @@ -603,7 +566,6 @@ pydantic = ["pydantic (>=1.0.0,<2.0)"] name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" files = [ @@ -615,7 +577,6 @@ files = [ name = "colorful" version = "0.5.5" description = "Terminal string styling done right, in Python." -category = "main" optional 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Not intended for use outside KServe Frameworks Images." authors = ["AnyISalIn "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/python/sklearn.Dockerfile b/python/sklearn.Dockerfile index 1b092575f1..82e073a8ea 100644 --- a/python/sklearn.Dockerfile +++ b/python/sklearn.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/sklearnserver/poetry.lock b/python/sklearnserver/poetry.lock index 3f93ca1a7d..346a76c823 100644 --- a/python/sklearnserver/poetry.lock +++ b/python/sklearnserver/poetry.lock @@ -1,100 +1,99 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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multidict = ">=4.0" [[package]] name = "zipp" -version = "3.15.0" +version = "3.16.2" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, - {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, + {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"}, + {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", 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"sklearnserver" -version = "0.11.0rc0" +version = "0.11.0" description = "Model Server implementation for scikit-learn. Not intended for use outside KServe Frameworks Images." authors = ["singhan "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -12,7 +12,7 @@ packages = [ [tool.poetry.dependencies] python = ">=3.8,<3.12" kserve = { path = "../kserve", extras = ["storage"], develop = true } -scikit-learn = "~1.0.1" +scikit-learn = "~1.3.0" joblib = "^1.1.1" pandas = "^1.3.5" diff --git a/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib b/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib index 1aa2667dfb..9165f14500 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib and b/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib differ diff --git a/python/sklearnserver/sklearnserver/example_models/mixedtype/model/model.joblib b/python/sklearnserver/sklearnserver/example_models/mixedtype/model/model.joblib index 106f1bc732..3791220214 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/mixedtype/model/model.joblib and b/python/sklearnserver/sklearnserver/example_models/mixedtype/model/model.joblib differ diff --git a/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle b/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle index ae0c5df5ea..476e9357db 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle and b/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle differ diff --git a/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl b/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl index 8f6d77fb0f..3dd061b5d2 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl and b/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl differ diff --git a/python/storage-initializer.Dockerfile b/python/storage-initializer.Dockerfile index c5dc0d2de6..e85dc8c82d 100644 --- a/python/storage-initializer.Dockerfile +++ b/python/storage-initializer.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/xgb.Dockerfile b/python/xgb.Dockerfile index f3c808c35f..a6443c0f2b 100644 --- a/python/xgb.Dockerfile +++ b/python/xgb.Dockerfile @@ -8,6 +8,9 @@ FROM ${BASE_IMAGE} as builder ARG POETRY_HOME=/opt/poetry ARG POETRY_VERSION=1.4.0 +# Required for building packages for arm64 arch +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential + RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" diff --git a/python/xgbserver/poetry.lock b/python/xgbserver/poetry.lock index 8e6cf9d715..e51a50e15a 100644 --- a/python/xgbserver/poetry.lock +++ b/python/xgbserver/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiohttp" version = "3.8.4" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiohttp-cors" version = "0.7.0" description = "CORS support for aiohttp" -category = "main" optional = false python-versions = "*" files = [ @@ -128,7 +126,6 @@ aiohttp = ">=1.1" name = "aiorwlock" version = "1.3.0" description = "Read write lock for asyncio." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -140,7 +137,6 @@ files = [ name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -155,7 +151,6 @@ frozenlist = ">=1.1.0" name = "alog" version = "0.9.13" description = "Python logging for Humans" -category = "main" optional = false python-versions = "*" files = [ @@ -171,7 +166,6 @@ testing = ["pytest-cov"] name = "ansicon" version = "1.89.0" description = "Python wrapper for loading Jason Hood's ANSICON" -category = "main" optional = false python-versions = "*" files = [ @@ -183,7 +177,6 @@ files = [ name = "anyio" version = "3.6.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.6.2" files = [ @@ -200,26 +193,10 @@ doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] trio = ["trio (>=0.16,<0.22)"] -[[package]] -name = "asgiref" -version = "3.6.0" -description = "ASGI specs, helper code, and adapters" -category = "main" -optional = false -python-versions = ">=3.7" -files = [ - 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Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect." -category = "main" optional = false python-versions = "*" files = [ @@ -1518,7 +1494,6 @@ broker = ["pymsalruntime (>=0.13.2,<0.14)"] name = "msal-extensions" version = "1.0.0" description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. 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= ["click (>=5.0)"] + [[package]] name = "python-rapidjson" version = "1.10" description = "Python wrapper around rapidjson" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2438,7 +2395,6 @@ files = [ name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -2450,7 +2406,6 @@ files = [ name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "main" optional = false python-versions = "*" files = [ @@ -2474,7 +2429,6 @@ files = [ name = "pyyaml" version = "6.0" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -2524,7 +2478,6 @@ files = [ name = "ray" version = "2.4.0" description = "Ray provides a simple, universal API for building distributed applications." -category = "main" optional = false python-versions = "*" files = [ @@ -2608,7 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b/python/xgbserver/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "xgbserver" -version = "0.11.0rc0" +version = "0.11.0" description = "Model Server implementation for XGBoost. Not intended for use outside KServe Frameworks Images." authors = ["Ellis Tarn "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" diff --git a/qpext/go.mod b/qpext/go.mod index 62b058249f..51101b5644 100644 --- a/qpext/go.mod +++ b/qpext/go.mod @@ -50,12 +50,12 @@ require ( go.uber.org/atomic v1.11.0 // indirect go.uber.org/automaxprocs v1.5.2 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/net v0.10.0 // indirect + golang.org/x/net v0.14.0 // indirect golang.org/x/oauth2 v0.8.0 // indirect golang.org/x/sync v0.2.0 // indirect - golang.org/x/sys v0.8.0 // indirect - golang.org/x/term v0.8.0 // indirect - golang.org/x/text v0.9.0 // indirect + golang.org/x/sys v0.11.0 // indirect + golang.org/x/term v0.11.0 // indirect + golang.org/x/text v0.12.0 // indirect golang.org/x/time v0.3.0 // indirect gomodules.xyz/jsonpatch/v2 v2.2.0 // indirect google.golang.org/api v0.122.0 // indirect diff --git a/qpext/go.sum b/qpext/go.sum index d220344919..129aed29f0 100644 --- a/qpext/go.sum +++ b/qpext/go.sum @@ -407,8 +407,8 @@ golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwY golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= -golang.org/x/net v0.10.0 h1:X2//UzNDwYmtCLn7To6G58Wr6f5ahEAQgKNzv9Y951M= -golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg= +golang.org/x/net v0.14.0 h1:BONx9s002vGdD9umnlX1Po8vOZmrgH34qlHcD1MfK14= +golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -473,12 +473,12 @@ golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220114195835-da31bd327af9/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU= -golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.11.0 h1:eG7RXZHdqOJ1i+0lgLgCpSXAp6M3LYlAo6osgSi0xOM= +golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= -golang.org/x/term v0.8.0 h1:n5xxQn2i3PC0yLAbjTpNT85q/Kgzcr2gIoX9OrJUols= -golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo= +golang.org/x/term v0.11.0 h1:F9tnn/DA/Im8nCwm+fX+1/eBwi4qFjRT++MhtVC4ZX0= +golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= @@ -486,8 +486,8 @@ golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= -golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE= -golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8= +golang.org/x/text v0.12.0 h1:k+n5B8goJNdU7hSvEtMUz3d1Q6D/XW4COJSJR6fN0mc= +golang.org/x/text v0.12.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= diff --git a/test/crds/serving.kserve.io_inferenceservices.yaml b/test/crds/serving.kserve.io_inferenceservices.yaml index aada38bd7e..ad58c7ec98 100644 --- a/test/crds/serving.kserve.io_inferenceservices.yaml +++ b/test/crds/serving.kserve.io_inferenceservices.yaml @@ -3,1876 +3,649 @@ kind: CustomResourceDefinition metadata: annotations: controller-gen.kubebuilder.io/version: v0.12.0 - name: clusterservingruntimes.serving.kserve.io + name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io names: - kind: ClusterServingRuntime - listKind: ClusterServingRuntimeList - plural: clusterservingruntimes - singular: clusterservingruntime + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer scope: Cluster versions: - - additionalPrinterColumns: - - jsonPath: .spec.disabled - name: Disabled - type: boolean - - jsonPath: .spec.supportedModelFormats[*].name - name: ModelType - type: string - - jsonPath: .spec.containers[*].name - name: Containers - type: string - - jsonPath: .metadata.creationTimestamp - name: Age - type: date - name: v1alpha1 + - name: v1alpha1 schema: openAPIV3Schema: properties: apiVersion: type: string + disabled: + type: boolean kind: type: string metadata: type: object spec: properties: - affinity: + container: properties: - nodeAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: properties: - preference: + configMapKeyRef: properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key type: object x-kubernetes-map-type: atomic - weight: - format: int32 - type: integer - required: - - preference - - weight - type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - properties: - nodeSelectorTerms: - items: + fieldRef: properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath type: object x-kubernetes-map-type: atomic - type: array - required: - - nodeSelectorTerms - type: object - x-kubernetes-map-type: atomic - type: object - podAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: - properties: - podAffinityTerm: + resourceFieldRef: properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: type: string required: - - topologyKey + - resource type: object - weight: - format: int32 - type: integer - required: - - podAffinityTerm - - weight - type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: - properties: - labelSelector: + x-kubernetes-map-type: atomic + secretKeyRef: properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key type: object x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - type: array - type: object - podAntiAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: - properties: - podAffinityTerm: - properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - weight: - format: int32 - type: integer - required: - - podAffinityTerm - - weight - type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: - properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - type: array - type: object - type: object - annotations: - additionalProperties: - type: string - type: object - builtInAdapter: - properties: - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: - properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - type: object - required: - - name - type: object - type: array - memBufferBytes: - type: integer - modelLoadingTimeoutMillis: - type: integer - runtimeManagementPort: - type: integer - serverType: - type: string - type: object - containers: - items: - properties: - args: - items: - type: string - type: array - command: - items: - type: string - type: array - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: - properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - type: object - required: - - name - type: object - type: array - envFrom: - items: - properties: - configMapRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - prefix: - type: string - secretRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - type: object - type: array - image: - type: string - imagePullPolicy: - type: string - lifecycle: - properties: - postStart: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - type: object - preStop: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - type: object - type: object - livenessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - name: - type: string - ports: - items: - properties: - containerPort: - format: int32 - type: integer - hostIP: - type: string - hostPort: - format: int32 - type: integer - name: - type: string - protocol: - default: TCP - type: string - required: - - containerPort - type: object - type: array - x-kubernetes-list-map-keys: - - containerPort - - protocol - x-kubernetes-list-type: map - readinessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - resources: - properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - type: object - securityContext: - properties: - allowPrivilegeEscalation: - type: boolean - capabilities: - properties: - add: - items: - type: string - type: array - drop: - items: - type: string - type: array - type: object - privileged: - type: boolean - procMount: - type: string - readOnlyRootFilesystem: - type: boolean - runAsGroup: - format: int64 - type: integer - runAsNonRoot: - type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: - properties: - level: - type: string - role: - type: string - type: - type: string - user: - type: string - type: object - seccompProfile: - properties: - localhostProfile: - type: string - type: - type: string - required: - - type - type: object - windowsOptions: - properties: - gmsaCredentialSpec: - type: string - gmsaCredentialSpecName: - type: string - hostProcess: - type: boolean - runAsUserName: - type: string - type: object - type: object - startupProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - stdin: - type: boolean - stdinOnce: - type: boolean - terminationMessagePath: - type: string - terminationMessagePolicy: - type: string - tty: - type: boolean - volumeDevices: - items: - properties: - devicePath: - type: string - name: - type: string - required: - - devicePath - - name - type: object - type: array - volumeMounts: - items: - properties: - mountPath: - type: string - mountPropagation: - type: string - name: - type: string - readOnly: - type: boolean - subPath: - type: string - subPathExpr: - type: string - required: - - mountPath - - name - type: object - type: array - workingDir: - type: string - required: - - name - type: object - type: array - disabled: - type: boolean - grpcDataEndpoint: - type: string - grpcEndpoint: - type: string - httpDataEndpoint: - type: string - imagePullSecrets: - items: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - type: array - labels: - additionalProperties: - type: string - type: object - multiModel: - type: boolean - nodeSelector: - additionalProperties: - type: string - type: object - protocolVersions: - items: - type: string - type: array - replicas: - type: integer - storageHelper: - properties: - disabled: - type: boolean - type: object - supportedModelFormats: - items: - properties: - autoSelect: - type: boolean - name: - type: string - version: - type: string - required: - - name - type: object - type: array - tolerations: - items: - properties: - effect: - type: string - key: - type: string - operator: - type: string - tolerationSeconds: - format: int64 - type: integer - value: - type: string - type: object - type: array - volumes: - items: - properties: - awsElasticBlockStore: - properties: - fsType: - type: string - partition: - format: int32 - type: integer - readOnly: - type: boolean - volumeID: - type: string - required: - - volumeID - type: object - azureDisk: - properties: - cachingMode: - type: string - diskName: - type: string - diskURI: - type: string - fsType: - type: string - kind: - type: string - readOnly: - type: boolean - required: - - diskName - - diskURI - type: object - azureFile: - properties: - readOnly: - type: boolean - secretName: - type: string - shareName: - type: string + type: object required: - - secretName - - shareName + - name type: object - cephfs: + type: array + envFrom: + items: properties: - monitors: - items: - type: string - type: array - path: - type: string - readOnly: - type: boolean - secretFile: - type: string - secretRef: + configMapRef: properties: name: type: string + optional: + type: boolean type: object x-kubernetes-map-type: atomic - user: - type: string - required: - - monitors - type: object - cinder: - properties: - fsType: + prefix: type: string - readOnly: - type: boolean secretRef: properties: name: type: string + optional: + type: boolean type: object x-kubernetes-map-type: atomic - volumeID: - type: string - required: - - volumeID type: object - configMap: - properties: - defaultMode: - format: int32 - type: integer - items: - items: + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path + command: + items: + type: string + type: array type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - csi: - properties: - driver: - type: string - fsType: - type: string - nodePublishSecretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - readOnly: - type: boolean - volumeAttributes: - additionalProperties: - type: string - type: object - required: - - driver - type: object - downwardAPI: - properties: - defaultMode: - format: int32 - type: integer - items: - items: + httpGet: properties: - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: + host: type: string - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - required: - - path - type: object - type: array - type: object - emptyDir: - properties: - medium: - type: string - sizeLimit: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - ephemeral: - properties: - volumeClaimTemplate: - properties: - metadata: - type: object - spec: - properties: - accessModes: - items: - type: string - type: array - dataSource: + httpHeaders: + items: properties: - apiGroup: - type: string - kind: - type: string name: type: string + value: + type: string required: - - kind - name + - value type: object - x-kubernetes-map-type: atomic - dataSourceRef: + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: properties: - apiGroup: - type: string - kind: - type: string name: type: string - namespace: + value: type: string required: - - kind - name + - value type: object - resources: - properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - type: object - selector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - storageClassName: - type: string - volumeMode: + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: type: string - volumeName: + value: type: string + required: + - name + - value type: object - required: - - spec - type: object - type: object - fc: - properties: - fsType: - type: string - lun: - format: int32 - type: integer - readOnly: - type: boolean - targetWWNs: - items: + type: array + path: type: string - type: array - wwids: - items: + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: type: string - type: array - type: object - flexVolume: - properties: - driver: - type: string - fsType: - type: string - options: - additionalProperties: + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: type: string - type: object - readOnly: - type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - required: - - driver - type: object - flocker: - properties: - datasetName: - type: string - datasetUUID: - type: string - type: object - gcePersistentDisk: - properties: - fsType: - type: string - partition: - format: int32 - type: integer - pdName: - type: string - readOnly: - type: boolean - required: - - pdName - type: object - gitRepo: - properties: - directory: - type: string - repository: - type: string - revision: - type: string - required: - - repository - type: object - glusterfs: - properties: - endpoints: - type: string - path: - type: string - readOnly: - type: boolean - required: - - endpoints - - path - type: object - hostPath: - properties: - path: - type: string - type: - type: string - required: - - path - type: object - iscsi: + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: properties: - chapAuthDiscovery: - type: boolean - chapAuthSession: - type: boolean - fsType: - type: string - initiatorName: - type: string - iqn: - type: string - iscsiInterface: - type: string - lun: + containerPort: format: int32 type: integer - portals: - items: - type: string - type: array - readOnly: - type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - targetPortal: - type: string - required: - - iqn - - lun - - targetPortal - type: object - name: - type: string - nfs: - properties: - path: - type: string - readOnly: - type: boolean - server: - type: string - required: - - path - - server - type: object - persistentVolumeClaim: - properties: - claimName: - type: string - readOnly: - type: boolean - required: - - claimName - type: object - photonPersistentDisk: - properties: - fsType: - type: string - pdID: - type: string - required: - - pdID - type: object - portworxVolume: - properties: - fsType: - type: string - readOnly: - type: boolean - volumeID: + hostIP: type: string - required: - - volumeID - type: object - projected: - properties: - defaultMode: + hostPort: format: int32 type: integer - sources: - items: - properties: - configMap: - properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - downwardAPI: - properties: - items: - items: - properties: - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: - type: string - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - required: - - path - type: object - type: array - type: object - secret: - properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - serviceAccountToken: - properties: - audience: - type: string - expirationSeconds: - format: int64 - type: integer - path: - type: string - required: - - path - type: object - type: object - type: array - type: object - quobyte: - properties: - group: - type: string - readOnly: - type: boolean - registry: - type: string - tenant: - type: string - user: + name: type: string - volume: + protocol: + default: TCP type: string required: - - registry - - volume + - containerPort type: object - rbd: - properties: - fsType: - type: string - image: - type: string - keyring: - type: string - monitors: - items: + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: type: string - type: array - pool: - type: string - readOnly: - type: boolean - secretRef: + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resources: + properties: + claims: + items: properties: name: type: string + required: + - name type: object - x-kubernetes-map-type: atomic - user: - type: string - required: - - image - - monitors - type: object - scaleIO: - properties: - fsType: - type: string - gateway: - type: string - protectionDomain: - type: string - readOnly: - type: boolean - secretRef: - properties: - name: + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: type: string - type: object - x-kubernetes-map-type: atomic - sslEnabled: - type: boolean - storageMode: - type: string - storagePool: - type: string - system: + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: type: string - volumeName: + name: type: string required: - - gateway - - secretRef - - system + - devicePath + - name type: object - secret: + type: array + volumeMounts: + items: properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - optional: - type: boolean - secretName: + mountPath: type: string - type: object - storageos: - properties: - fsType: + mountPropagation: + type: string + name: type: string readOnly: type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - volumeName: - type: string - volumeNamespace: - type: string - type: object - vsphereVolume: - properties: - fsType: - type: string - storagePolicyID: - type: string - storagePolicyName: + subPath: type: string - volumePath: + subPathExpr: type: string required: - - volumePath + - mountPath + - name type: object - required: - - name + type: array + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string type: object type: array required: - - containers - type: object - status: + - container + - supportedUriFormats type: object type: object served: true storage: true - subresources: {} --- apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition diff --git a/test/e2e/explainer/test_tabular_explainer.py b/test/e2e/explainer/test_tabular_explainer.py index a7789e3e56..cda795a527 100644 --- a/test/e2e/explainer/test_tabular_explainer.py +++ b/test/e2e/explainer/test_tabular_explainer.py @@ -39,7 +39,7 @@ def test_tabular_explainer(): service_name = 'isvc-explainer-tabular' predictor = V1beta1PredictorSpec( sklearn=V1beta1SKLearnSpec( - storage_uri='gs://kfserving-examples/models/sklearn/1.0/income/model', + storage_uri='gs://kfserving-examples/models/sklearn/1.3/income/model', resources=V1ResourceRequirements( requests={'cpu': '100m', 'memory': '256Mi'}, limits={'cpu': '250m', 'memory': '512Mi'} @@ -51,7 +51,7 @@ def test_tabular_explainer(): alibi=V1beta1AlibiExplainerSpec( name='kserve-container', type='AnchorTabular', - storage_uri='gs://kfserving-examples/models/sklearn/1.0/income/explainer-0.9.1', + storage_uri='gs://kfserving-examples/models/sklearn/1.3/income/explainer', resources=V1ResourceRequirements( requests={'cpu': '100m', 'memory': '256Mi'}, limits={'cpu': '250m', 'memory': '512Mi'} diff --git a/test/e2e/predictor/test_sklearn.py b/test/e2e/predictor/test_sklearn.py index cb3f9efa67..b56b8852ac 100644 --- a/test/e2e/predictor/test_sklearn.py +++ b/test/e2e/predictor/test_sklearn.py @@ -268,7 +268,7 @@ def test_sklearn_v2_mixed(): name="sklearn", ), runtime="kserve-sklearnserver", - storage_uri="gs://kfserving-examples/models/sklearn/1.0/mixedtype", + storage_uri="gs://kfserving-examples/models/sklearn/1.3/mixedtype", resources=V1ResourceRequirements( requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, @@ -306,7 +306,7 @@ def test_sklearn_v2_mixed_grpc(): name="sklearn", ), runtime="kserve-sklearnserver", - storage_uri="gs://kfserving-examples/models/sklearn/1.0/mixedtype", + storage_uri="gs://kfserving-examples/models/sklearn/1.3/mixedtype/", resources=V1ResourceRequirements( requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, diff --git a/test/e2e/predictor/test_triton.py b/test/e2e/predictor/test_triton.py index b5f5aab565..82d47ea50f 100644 --- a/test/e2e/predictor/test_triton.py +++ b/test/e2e/predictor/test_triton.py @@ -84,7 +84,11 @@ def test_triton_runtime_with_transformer(): ), runtime="kserve-tritonserver", storage_uri='gs://kfserving-examples/models/torchscript', - ports=[V1ContainerPort(name="h2c", protocol="TCP", container_port=9000)] + ports=[V1ContainerPort(name="h2c", protocol="TCP", container_port=9000)], + resources=V1ResourceRequirements( + requests={'cpu': '10m', 'memory': '128Mi'}, + limits={'cpu': '100m', 'memory': '512Mi'}, + ), ) ) diff --git a/test/overlays/knative/default/activator_deployment_patch.yaml b/test/overlays/knative/default/activator_deployment_patch.yaml deleted file mode 100644 index 0cb9954313..0000000000 --- a/test/overlays/knative/default/activator_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: activator - namespace: knative-serving -spec: - template: - spec: - containers: - - name: activator - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/default/autoscaler_deployment_patch.yaml b/test/overlays/knative/default/autoscaler_deployment_patch.yaml deleted file mode 100644 index 7f6741555b..0000000000 --- a/test/overlays/knative/default/autoscaler_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: autoscaler - namespace: knative-serving -spec: - template: - spec: - containers: - - name: autoscaler - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/default/controller_deployment_patch.yaml b/test/overlays/knative/default/controller_deployment_patch.yaml deleted file mode 100644 index 71a0b26b2b..0000000000 --- a/test/overlays/knative/default/controller_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: controller - namespace: knative-serving -spec: - template: - spec: - containers: - - name: controller - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/default/domain_mapping_deployment_patch.yaml b/test/overlays/knative/default/domain_mapping_deployment_patch.yaml deleted file mode 100644 index 4fa33b26ad..0000000000 --- a/test/overlays/knative/default/domain_mapping_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: domain-mapping - namespace: knative-serving -spec: - template: - spec: - containers: - - name: domain-mapping - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/default/domainmapping_webhook_patch.yaml b/test/overlays/knative/default/domainmapping_webhook_patch.yaml deleted file mode 100644 index c0df317d6b..0000000000 --- a/test/overlays/knative/default/domainmapping_webhook_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: domainmapping-webhook - namespace: knative-serving -spec: - template: - spec: - containers: - - name: domainmapping-webhook - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/default/kustomization.yaml b/test/overlays/knative/default/kustomization.yaml deleted file mode 100644 index 8f7b09180a..0000000000 --- a/test/overlays/knative/default/kustomization.yaml +++ /dev/null @@ -1,14 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -resources: -- serving-core.yaml -- release.yaml - -patches: -- path: activator_deployment_patch.yaml -- path: autoscaler_deployment_patch.yaml -- path: controller_deployment_patch.yaml -- path: domain_mapping_deployment_patch.yaml -- path: domainmapping_webhook_patch.yaml -- path: webhook_deployment_patch.yaml diff --git a/test/overlays/knative/default/webhook_deployment_patch.yaml b/test/overlays/knative/default/webhook_deployment_patch.yaml deleted file mode 100644 index 960af67df8..0000000000 --- a/test/overlays/knative/default/webhook_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: webhook - namespace: knative-serving -spec: - template: - spec: - containers: - - name: webhook - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/knative-serving-istio.yaml b/test/overlays/knative/knative-serving-istio.yaml new file mode 100644 index 0000000000..f1bcc747bf --- /dev/null +++ b/test/overlays/knative/knative-serving-istio.yaml @@ -0,0 +1,92 @@ +apiVersion: v1 +kind: Namespace +metadata: + name: knative-serving +--- +apiVersion: operator.knative.dev/v1beta1 +kind: KnativeServing +metadata: + name: knative-serving + namespace: knative-serving +spec: + version: "1.10.2" + config: + deployment: + # Skip tag resolution for certain domains + registries-skipping-tag-resolving: "nvcr.io,index.docker.io" + domain: + # Patch the external domain as the default domain svc.cluster.local is not exposed on ingress (from knative 1.8) + example.com: "" + workloads: + - name: controller + resources: + - container: controller + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: activator + resources: + - container: activator + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: autoscaler + resources: + - container: autoscaler + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: domain-mapping + resources: + - container: domain-mapping + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: webhook + resources: + - container: webhook + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: domainmapping-webhook + resources: + - container: domainmapping-webhook + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: net-istio-controller + resources: + - container: controller + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: net-istio-webhook + resources: + - container: webhook + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi \ No newline at end of file diff --git a/test/overlays/knative/knative-serving-kourier.yaml b/test/overlays/knative/knative-serving-kourier.yaml new file mode 100644 index 0000000000..8535ea0b01 --- /dev/null +++ b/test/overlays/knative/knative-serving-kourier.yaml @@ -0,0 +1,97 @@ +apiVersion: v1 +kind: Namespace +metadata: + name: knative-serving +--- +apiVersion: operator.knative.dev/v1beta1 +kind: KnativeServing +metadata: + name: knative-serving + namespace: knative-serving +spec: + version: "1.10.2" + ingress: + kourier: + enabled: true + config: + network: + ingress-class: "kourier.ingress.networking.knative.dev" + deployment: + # Skip tag resolution for certain domains + registries-skipping-tag-resolving: "nvcr.io,index.docker.io" + domain: + # Patch the external domain as the default domain svc.cluster.local is not exposed on ingress (from knative 1.8) + example.com: "" + workloads: + - name: controller + resources: + - container: controller + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: activator + resources: + - container: activator + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: autoscaler + resources: + - container: autoscaler + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: domain-mapping + resources: + - container: domain-mapping + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: webhook + resources: + - container: webhook + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: domainmapping-webhook + resources: + - container: domainmapping-webhook + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: net-kourier-controller + resources: + - container: controller + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi + - name: 3scale-kourier-gateway + resources: + - container: kourier-gateway + requests: + cpu: 5m + memory: 32Mi + limits: + cpu: 100m + memory: 128Mi \ No newline at end of file diff --git a/test/overlays/knative/overlays/istio/kustomization.yaml b/test/overlays/knative/overlays/istio/kustomization.yaml deleted file mode 100644 index 75b8342ae4..0000000000 --- a/test/overlays/knative/overlays/istio/kustomization.yaml +++ /dev/null @@ -1,9 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -resources: - - ../../default - -patches: - - path: net_istio_webhook_patch.yaml - - path: net_istio_controller_deployment_patch.yaml diff --git a/test/overlays/knative/overlays/istio/net_istio_controller_deployment_patch.yaml b/test/overlays/knative/overlays/istio/net_istio_controller_deployment_patch.yaml deleted file mode 100644 index c3f799d4e0..0000000000 --- a/test/overlays/knative/overlays/istio/net_istio_controller_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: net-istio-controller - namespace: knative-serving -spec: - template: - spec: - containers: - - name: controller - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/overlays/istio/net_istio_webhook_patch.yaml b/test/overlays/knative/overlays/istio/net_istio_webhook_patch.yaml deleted file mode 100644 index 0c518bead1..0000000000 --- a/test/overlays/knative/overlays/istio/net_istio_webhook_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: net-istio-webhook - namespace: knative-serving -spec: - template: - spec: - containers: - - name: webhook - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/overlays/kourier/kustomization.yaml b/test/overlays/knative/overlays/kourier/kustomization.yaml deleted file mode 100644 index 47c7aff0f6..0000000000 --- a/test/overlays/knative/overlays/kourier/kustomization.yaml +++ /dev/null @@ -1,9 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -resources: - - ../../default/ - -patches: - - path: net_kourier_gateway_deployment_patch.yaml - - path: net_kourier_controller_deployment_patch.yaml diff --git a/test/overlays/knative/overlays/kourier/net_kourier_controller_deployment_patch.yaml b/test/overlays/knative/overlays/kourier/net_kourier_controller_deployment_patch.yaml deleted file mode 100644 index 0e5752f67d..0000000000 --- a/test/overlays/knative/overlays/kourier/net_kourier_controller_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: net-kourier-controller - namespace: knative-serving -spec: - template: - spec: - containers: - - name: controller - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/overlays/knative/overlays/kourier/net_kourier_gateway_deployment_patch.yaml b/test/overlays/knative/overlays/kourier/net_kourier_gateway_deployment_patch.yaml deleted file mode 100644 index a54a945bfc..0000000000 --- a/test/overlays/knative/overlays/kourier/net_kourier_gateway_deployment_patch.yaml +++ /dev/null @@ -1,17 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: 3scale-kourier-gateway - namespace: kourier-system -spec: - template: - spec: - containers: - - name: kourier-gateway - resources: - limits: - cpu: 100m - memory: 128Mi - requests: - cpu: 5m - memory: 32Mi diff --git a/test/scripts/gh-actions/install-knative-operator.sh b/test/scripts/gh-actions/install-knative-operator.sh new file mode 100755 index 0000000000..e2440e97d7 --- /dev/null +++ b/test/scripts/gh-actions/install-knative-operator.sh @@ -0,0 +1,35 @@ +#!/bin/bash + +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# The script will install knative operator in the GH Actions environment. + +set -o errexit +set -o nounset +set -o pipefail + +KNATIVE_OPERATOR_PLUGIN_VERSION="knative-v1.11.0" +KNATIVE_OPERATOR_VERSION="1.11.2" +KNATIVE_CLI_VERSION="knative-v1.11.0" + +echo "Installing Knative cli ..." +wget https://github.com/knative/client/releases/download/"${KNATIVE_CLI_VERSION}"/kn-linux-amd64 -O /usr/local/bin/kn && chmod +x /usr/local/bin/kn + +echo "Installing Knative Operator ..." +wget https://github.com/knative-sandbox/kn-plugin-operator/releases/download/"${KNATIVE_OPERATOR_PLUGIN_VERSION}"/kn-operator-linux-amd64 -O kn-operator && chmod +x kn-operator +mkdir -p ~/.config/kn/plugins +mv kn-operator ~/.config/kn/plugins +kn operator install -n knative-operator -v "${KNATIVE_OPERATOR_VERSION}" +kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-operator diff --git a/test/scripts/gh-actions/setup-deps.sh b/test/scripts/gh-actions/setup-deps.sh index 569c962cfe..8b88ce6fbe 100755 --- a/test/scripts/gh-actions/setup-deps.sh +++ b/test/scripts/gh-actions/setup-deps.sh @@ -23,8 +23,7 @@ set -o pipefail SCRIPT_DIR="$( cd -- "$( dirname -- "${BASH_SOURCE[0]:-$0}"; )" &> /dev/null && pwd 2> /dev/null; )"; -ISTIO_VERSION="1.17.2" -KNATIVE_VERSION="knative-v1.9.0" +ISTIO_VERSION="1.18.2" CERT_MANAGER_VERSION="v1.5.0" YQ_VERSION="v4.28.1" @@ -57,36 +56,19 @@ spec: controller: istio.io/ingress-controller EOF -echo "Installing Knative serving ..." -pushd "${SCRIPT_DIR}"/../../overlays/knative/default >/dev/null - curl -s -O -L https://github.com/knative/serving/releases/download/${KNATIVE_VERSION}/serving-core.yaml - curl -s -O -L https://github.com/knative/net-istio/releases/download/${KNATIVE_VERSION}/release.yaml - - # Kustomize does not work with integer map keys - sed -i 's/8443:/"8443":/g' release.yaml -popd +source ./test/scripts/gh-actions/install-knative-operator.sh -for i in 1 2 3 ; do kubectl apply -k test/overlays/knative/overlays/istio && break || sleep 15; done +echo "Installing Knative serving ..." +kubectl apply -f ./test/overlays/knative/knative-serving-istio.yaml +# sleep to avoid running kubectl wait before pods are created +sleep 15 echo "Waiting for Knative to be ready ..." -kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-istio-controller,net-istio-webhook)' +kubectl wait --for=condition=Ready pods --all --timeout=400s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-istio-controller,net-istio-webhook)' # echo "Add knative hpa..." # kubectl apply -f https://github.com/knative/serving/releases/download/knative-v1.0.0/serving-hpa.yaml -# sleep to avoid knative webhook timeout error -sleep 5 -# Retry if configmap patch fails -for i in 1 2 3; do - # Skip tag resolution for certain domains - kubectl patch cm config-deployment --patch '{"data":{"registries-skipping-tag-resolving":"nvcr.io,index.docker.io"}}' -n knative-serving && break || sleep 15 -done - -echo "Patching knative external domain ..." -# Patch the external domain as the default domain svc.cluster.local is not exposed on ingress (from knative 1.8) -for i in 1 2 3; do kubectl patch cm config-domain --patch '{"data":{"example.com":""}}' -n knative-serving && break || sleep 15; done -kubectl describe cm config-domain -n knative-serving - echo "Installing cert-manager ..." kubectl create namespace cert-manager sleep 2 diff --git a/test/scripts/gh-actions/setup-kourier.sh b/test/scripts/gh-actions/setup-kourier.sh index 244a2af1f6..6dd02ab2b1 100755 --- a/test/scripts/gh-actions/setup-kourier.sh +++ b/test/scripts/gh-actions/setup-kourier.sh @@ -21,49 +21,21 @@ set -o errexit set -o nounset set -o pipefail -SCRIPT_DIR="$( cd -- "$( dirname -- "${BASH_SOURCE[0]:-$0}"; )" &> /dev/null && pwd 2> /dev/null; )"; - -KNATIVE_KOURIER_VERSION="knative-v1.10.0" -KNATIVE_VERSION="knative-v1.10.1" CERT_MANAGER_VERSION="v1.5.0" YQ_VERSION="v4.28.1" echo "Installing yq ..." wget https://github.com/mikefarah/yq/releases/download/${YQ_VERSION}/yq_linux_amd64 -O /usr/local/bin/yq && chmod +x /usr/local/bin/yq -echo "Installing Knative serving and Kourier..." -pushd "${SCRIPT_DIR}"/../../overlays/knative/default >/dev/null - curl -s -O -L https://github.com/knative/serving/releases/download/${KNATIVE_VERSION}/serving-core.yaml - curl -s -O -L https://github.com/knative/net-kourier/releases/download/${KNATIVE_KOURIER_VERSION}/release.yaml - # Kustomize does not work with integer map keys - sed -i 's/8443:/"8443":/g' release.yaml -popd - -for i in 1 2 3 ; do kubectl apply -k test/overlays/knative/overlays/kourier && break || sleep 15; done +source ./test/scripts/gh-actions/install-knative-operator.sh -echo "Waiting for Knative to be ready ..." -kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-istio-controller,net-istio-webhook)' - -# sleep to avoid knative webhook timeout error -sleep 5 -# Retry if configmap patch fails -for i in 1 2 3; do - # Skip tag resolution for certain domains - kubectl patch cm config-deployment --patch '{"data":{"registries-skipping-tag-resolving":"nvcr.io,index.docker.io"}}' -n knative-serving && break || sleep 15 -done - -echo "Patching knative external domain ..." -# Patch the external domain as the default domain svc.cluster.local is not exposed on ingress (from knative 1.8) -for i in 1 2 3; do kubectl patch cm config-domain --patch '{"data":{"example.com":""}}' -n knative-serving && break || sleep 15; done -kubectl describe cm config-domain -n knative-serving +echo "Installing Knative serving and Kourier..." +kubectl apply -f ./test/overlays/knative/knative-serving-kourier.yaml +# sleep to avoid running kubectl wait before pods are created +sleep 15 -echo "Configuring Knative Serving to use kourier ..." -for i in 1 2 3; do -kubectl patch configmap/config-network \ - -n knative-serving \ - --type merge \ - -p '{"data":{"ingress.class":"kourier.ingress.networking.knative.dev"}}' -done +echo "Waiting for Knative and Kourier to be ready ..." +kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-kourier-controller,3scale-kourier-gateway)' echo "Installing cert-manager ..." kubectl create namespace cert-manager diff --git a/test/scripts/gh-actions/status-check.sh b/test/scripts/gh-actions/status-check.sh index 016b715c3f..b140da820c 100755 --- a/test/scripts/gh-actions/status-check.sh +++ b/test/scripts/gh-actions/status-check.sh @@ -5,6 +5,7 @@ df -T docker image ls kubectl get pods -n kserve kubectl get pods -n kserve-ci-e2e-test +kubectl get pods -A --field-selector=metadata.namespace!=kserve,metadata.namespace!=kserve-ci-e2e-test kubectl describe pods -n kserve-ci-e2e-test kubectl get events -n kserve-ci-e2e-test @@ -12,5 +13,5 @@ kubectl logs -l control-plane=kserve-controller-manager -n kserve -c manager kubectl logs -l 'component in (predictor)' -c kserve-container -n kserve-ci-e2e-test --tail 500 kubectl logs -l 'component in (transformer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 kubectl logs -l 'component in (explainer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 -kubectl logs $(kubectl get pods -n istio-system --output=jsonpath={.items..metadata.name} -l app=istio-ingressgateway) -n istio-system +kubectl logs "$(kubectl get pods -n istio-system --output=jsonpath={.items..metadata.name} -l app=istio-ingressgateway)" -n istio-system