ray/release/golden_notebook_tests/modin_xgboost_app_config.yaml
Kai Fricke 1ed8bd0345
[release/xgboost/lightgbm] Fix app config dependency install overwriting ray (#25307)
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.
2022-05-31 13:46:17 +02:00

22 lines
934 B
YAML
Executable file

base_image: {{ env["RAY_IMAGE_NIGHTLY_CPU"] | default("anyscale/ray:nightly-py37") }}
env_vars: { }
debian_packages:
- curl
python:
pip_packages:
- pandas>=1.3.0 # otherwise, a version mismatch between local and remote will cause an exception
- git+https://github.com/ray-project/xgboost_ray.git#egg=xgboost_ray
- modin>=0.11.0 # ray.services has been removed
- s3fs
- fastapi
- uvicorn
- tblib
conda_packages: [ ]
post_build_cmds:
- pip uninstall -y ray || true && pip install -U {{ env["RAY_WHEELS"] | default("ray") }}
# Upgrade the XGBoost-Ray version in post build commands, otherwise it will be cached in the Anyscale Docker image.
- echo {{ env["TIMESTAMP"] }}
- pip install -U --force-reinstall --no-deps --no-cache-dir git+https://github.com/ray-project/xgboost_ray.git#egg=xgboost_ray xgboost
- {{ env["RAY_WHEELS_SANITY_CHECK"] | default("echo No Ray wheels sanity check") }}