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https://github.com/vale981/ray
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1ed8bd0345
This line: ``` pip3 install -U --force-reinstall xgboost xgboost_ray lightgbm_ray petastorm ``` also re-installs the dependencies of these packages, and the `--force-reinstall` means we overwrite existing ones. This leads us to re-install the latest ray release, overwriting the wheels to be tested: ``` [INFO] 5/31/2022, 12:12:16 AM: Successfully installed ... ray-1.12.1 ... [INFO] 5/31/2022, 12:12:17 AM: * Executed RUN pip3 install -U --force-reinstall xgboost xgboost_ray petastorm (ff6ae9f9) ``` Instead, we should use `--no-deps` to avoid re-installing dependencies. Also, the wheels sanity check is moved to after installing additional packages in order to catch these errors earlier.
23 lines
987 B
YAML
Executable file
23 lines
987 B
YAML
Executable file
base_image: {{ env["RAY_IMAGE_NIGHTLY_CPU"] | default("anyscale/ray:nightly-py37") }}
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env_vars: {}
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debian_packages:
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- curl
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python:
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pip_packages:
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- pytest
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- xgboost_ray
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- petastorm
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- tblib
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conda_packages: []
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post_build_cmds:
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- pip3 uninstall -y ray || true && pip3 install -U {{ env["RAY_WHEELS"] | default("ray") }}
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- pip3 install ray[default] # Needed for Ray Client to work.
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- pip3 install -U --force-reinstall --no-deps xgboost xgboost_ray petastorm # Avoid caching
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- {{ env["RAY_WHEELS_SANITY_CHECK"] | default("echo No Ray wheels sanity check") }}
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- sudo mkdir -p /data || true
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- sudo chown ray:1000 /data || true
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- rm -rf /data/classification.parquet || true
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- curl -o create_test_data.py https://raw.githubusercontent.com/ray-project/ray/releases/1.3.0/release/xgboost_tests/create_test_data.py
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- python ./create_test_data.py /data/classification.parquet --seed 1234 --num-rows 1000000 --num-cols 40 --num-partitions 100 --num-classes 2
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