-
Notifications
You must be signed in to change notification settings - Fork 355
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Adding initial dockerfile for GCP use case
- Loading branch information
1 parent
4bf1f81
commit 1075325
Showing
2 changed files
with
113 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,111 @@ | ||
# Copyright 2023 Google LLC | ||
# | ||
# 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. | ||
# ============================================================================== | ||
# Use the official lightweight Python image. | ||
# https://hub.docker.com/_/python | ||
|
||
FROM nvidia/cuda:12.5.1-base-ubuntu22.04 AS base | ||
ENV DEBIAN_FRONTEND=noninteractive | ||
ENV LANG C.UTF-8 | ||
|
||
ARG PYTHON_VERSION=python3.11 | ||
|
||
RUN apt-get update | ||
|
||
# Install the CUDA Keyring package | ||
# See https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#network-repo-installation-for-ubuntu | ||
RUN apt-get install -y curl gnupg ca-certificates | ||
RUN curl https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb \ | ||
-o cuda-keyring_1.1-1_all.deb | ||
RUN dpkg -i cuda-keyring_1.1-1_all.deb | ||
|
||
# Install system and CUDA packages | ||
RUN apt-get install -y --no-install-recommends \ | ||
cuda-command-line-tools-12-3 \ | ||
cuda-cudart-dev-12-3 \ | ||
cuda-nvcc-12-3 \ | ||
cuda-cupti-12-3 \ | ||
cuda-nvprune-12-3 \ | ||
cuda-libraries-12-3 \ | ||
cuda-nvrtc-12-3 \ | ||
libcufft-12-3 \ | ||
libcurand-12-3 \ | ||
libcusolver-12-3 \ | ||
libcusparse-12-3 \ | ||
libcublas-12-3 \ | ||
libcudnn8=8.9.6.50-1+cuda12.2 \ | ||
libnvinfer-plugin8=8.6.1.6-1+cuda12.0 \ | ||
libnvinfer8=8.6.1.6-1+cuda12.0 \ | ||
build-essential \ | ||
pkg-config \ | ||
software-properties-common \ | ||
unzip | ||
|
||
# Install Python 3.11 | ||
RUN apt-get install -y --no-install-recommends \ | ||
$PYTHON_VERSION \ | ||
$PYTHON_VERSION-venv \ | ||
$PYTHON_VERSION-distutils \ | ||
$PYTHON_VERSION-dev | ||
RUN ln -sf /usr/bin/$PYTHON_VERSION /usr/bin/python3 | ||
RUN ln -sf /usr/bin/$PYTHON_VERSION /usr/bin/python | ||
|
||
# Install pip | ||
RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py | ||
RUN python3 get-pip.py | ||
RUN python3 -m pip install --no-cache-dir --upgrade pip | ||
|
||
RUN apt-get clean | ||
RUN rm -rf /var/lib/apt/lists/* | ||
|
||
|
||
|
||
# ---- LIT on GCP from source ---- | ||
|
||
FROM base AS lit-gcp-dev | ||
ENV APP_HOME /app | ||
WORKDIR $APP_HOME | ||
|
||
# Install Node.js v18 (the base image ships with Node.js v12) | ||
# See https://github.com/nodesource/distributions | ||
RUN curl -fsSL https://deb.nodesource.com/setup_18.x -o nodesource_setup.sh | ||
RUN bash nodesource_setup.sh | ||
RUN apt-get install -y nodejs | ||
|
||
# Install yarn | ||
RUN curl -sS https://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - | ||
RUN echo "deb https://dl.yarnpkg.com/debian/ stable main" | \ | ||
tee /etc/apt/sources.list.d/yarn.list | ||
RUN apt update && apt -y install yarn | ||
|
||
# TODO(b/353980272): Replace the default config with the GCP-specific config | ||
COPY ./lit_nlp/examples/gunicorn_config.py ./ | ||
|
||
# TODO(b/353980272): Replace this with a requirements file specific to the GCP | ||
# exmaple, this should include the core lit-nlp package. | ||
COPY ./requirements*.txt ./ | ||
RUN python -m pip install -r requirements.txt | ||
|
||
# Copy the rest of the lit_nlp package | ||
COPY . ./ | ||
|
||
# Build front-end with yarn | ||
WORKDIR $APP_HOME/lit_nlp/client | ||
ENV NODE_OPTIONS "--openssl-legacy-provider" | ||
RUN yarn && yarn build && rm -rf node_modules/* | ||
|
||
# TODO(b/353980272): Replace this with the GCP-specific config | ||
# See https://github.com/PAIR-code/lit/blob/main/Dockerfile | ||
WORKDIR $APP_HOME | ||
ENTRYPOINT ["gunicorn", "--config=gunicorn_config.py"] |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,2 @@ | ||
lit-nlp | ||
vertexai>=1.49.0 |