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Fixing rapids test for presubmits #1218
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Original file line number | Diff line number | Diff line change |
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@@ -63,11 +63,12 @@ function get_metadata_attribute() { | |
/usr/share/google/get_metadata_value "attributes/${attribute_name}" || echo -n "${default_value}" | ||
} | ||
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readonly DEFAULT_DASK_RAPIDS_VERSION="23.12" | ||
# Until mamba includes packages for cuda 12, this should stay at 22.04 | ||
readonly DEFAULT_DASK_RAPIDS_VERSION="22.04" | ||
readonly RAPIDS_VERSION=$(get_metadata_attribute 'rapids-version' ${DEFAULT_DASK_RAPIDS_VERSION}) | ||
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readonly SPARK_VERSION_ENV=$(spark-submit --version 2>&1 | sed -n 's/.*version[[:blank:]]\+\([0-9]\+\.[0-9]\).*/\1/p' | head -n1) | ||
readonly DEFAULT_SPARK_RAPIDS_VERSION="22.10.0" | ||
readonly DEFAULT_SPARK_RAPIDS_VERSION="23.12.0" | ||
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if [[ "${SPARK_VERSION_ENV%%.*}" == "3" ]]; then | ||
readonly DEFAULT_CUDA_VERSION="11.8" | ||
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@@ -88,7 +89,7 @@ readonly RUN_WORKER_ON_MASTER=$(get_metadata_attribute 'dask-cuda-worker-on-mast | |
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# RAPIDS config | ||
CUDA_VERSION=$(get_metadata_attribute 'cuda-version' ${DEFAULT_CUDA_VERSION}) | ||
if [[ "${CUDA_VERSION%%.*}" == 12 ]]; then | ||
if [[ "${CUDA_VERSION%%.*}" == "12" ]]; then | ||
# at the time of writing 20240721 there is no support for the 12.x | ||
# releases of cudatoolkit package in mamba. For the time being, | ||
# we will use a maximum of 11.8 | ||
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@@ -131,7 +132,7 @@ function install_dask_rapids() { | |
fi | ||
# Install RAPIDS, cudatoolkit | ||
mamba install -m -n 'dask-rapids' -y --no-channel-priority -c 'conda-forge' -c 'nvidia' -c 'rapidsai' \ | ||
"cudatoolkit=${CUDA_VERSION}" "pandas<1.5" "rapids=${RAPIDS_VERSION}" "python=${python_ver}" | ||
"cudatoolkit=${CUDA_VERSION%%.*}" "pandas<1.5" "rapids" "python=${python_ver}" | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. selecting by major version is right. |
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} | ||
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function install_spark_rapids() { | ||
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Original file line number | Diff line number | Diff line change |
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@@ -53,33 +53,6 @@ def verify_spark_job(self): | |
self.remove_test_script(self.XGBOOST_SPARK_TEST_SCRIPT_FILE_NAME, | ||
instance_name) | ||
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@parameterized.parameters(("STANDARD", ["m", "w-0"], GPU_T4, None), | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. what? no. We need to make the test pass, not delete the test. It's working for me. It takes 50+ minutes for cuda version 12. Have I not created a PR yet? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It got pushed by mistake. This change was for my local testing. |
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("STANDARD", ["m", "w-0"], GPU_T4, "yarn"), | ||
("STANDARD", ["m"], GPU_T4, "standalone")) | ||
def test_rapids_dask(self, configuration, machine_suffixes, accelerator, | ||
dask_runtime): | ||
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if self.getImageVersion() <= pkg_resources.parse_version("2.0"): | ||
self.skipTest("Not supported in pre 2.0 images") | ||
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metadata = "gpu-driver-provider=NVIDIA,rapids-runtime=DASK" | ||
if dask_runtime: | ||
metadata += ",dask-runtime={}".format(dask_runtime) | ||
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self.createCluster( | ||
configuration, | ||
self.DASK_INIT_ACTIONS, | ||
metadata=metadata, | ||
machine_type="n1-standard-4", | ||
master_accelerator=accelerator, | ||
worker_accelerator=accelerator, | ||
boot_disk_size="200GB", | ||
timeout_in_minutes=30) | ||
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for machine_suffix in machine_suffixes: | ||
self.verify_dask_instance("{}-{}".format(self.getClusterName(), | ||
machine_suffix)) | ||
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@parameterized.parameters(("SINGLE", ["m"], GPU_T4), | ||
("STANDARD", ["w-0"], GPU_T4)) | ||
def test_rapids_spark(self, configuration, machine_suffixes, accelerator): | ||
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no, we need to allow customer to select by rapids version. This needs to stay.