Ignore xgboost warning in cudf.pandas third party tests - #23650
Ignore xgboost warning in cudf.pandas third party tests#23650mroeschke wants to merge 15 commits into
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📝 WalkthroughSummary by CodeRabbit
WalkthroughThe third-party integration test setup selects xgboost from conda-forge, changes warning handling in pytest and test scripts, and updates SPDX copyright years. ChangesThird-party test configuration
Estimated code review effort: 1 (Trivial) | ~2 minutes Merge Risk: 🔵 Low · up to The PR suppresses the xgboost deprecation warning in third-party tests, but regression coverage does not yet verify the generated dependency specification and warning-filter behavior. It is mergeable with owner awareness, with follow-up recommended to ensure unrelated warnings remain visible. Suggested reviewers: 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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Inline comments:
In
`@python/cudf/cudf_pandas_tests/third_party_integration_tests/tests/pytest.ini`:
- Around line 12-15: Add regression coverage for the pytest warning
configuration: verify the targeted rapids-xgboost FutureWarning is ignored while
an unrelated warning remains treated as an error. Add the required unit
benchmark for this configuration change, using the existing test and benchmark
conventions.
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python/cudf/cudf_pandas_tests/third_party_integration_tests/tests/pytest.ini
| xfail_cudf_pandas: this test is expected to fail in the cudf_pandas pass | ||
| xfail_compare: this test is expected to fail in the comparison pass | ||
| addopts = --tb=native | ||
| # TODO: Can remove in 26.10 |
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This depends on rapidsai/build-planning#312. We are targeting that for 26.10 but it won't be a simple removal.
I would actually recommend a different solution here: specify the channel conda-forge::xgboost in the dependencies file and see if the warning goes away.
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In theory, we want cudf.pandas to continue testing with xgboost nighties so switching to conda-forge would only just test with the last stable release IIUC.
I'll just update this comment to point to the build-planning issue for now
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OK I tried specifying conda-forge::xgboost but I am getting this solve error (segfault aside): https://github.com/NVIDIA/cudf/actions/runs/32078052356/job/95543411624?pr=23650#step:13:21836
warning libmamba The specification of the environment does not seem solvable in your current setup.
warning libmamba For instance, packages from different channels might be specified,
warning libmamba whilst your current configuration might not allow their resolution.
warning libmamba
warning libmamba If it is the case, you need to either:
warning libmamba - adapt the channel ordering (e.g. by reordering the `-c` flags in your command line)
warning libmamba - use the flexible channel priority (e.g. using `--channel-priority flexible` in your command line)
warning libmamba
warning libmamba For reference, see this piece of documentation on channel priority:
warning libmamba https://docs.conda.io/projects/conda/en/stable/user-guide/tasks/manage-channels.html#strict-channel-priority
error libmamba Could not solve for environment specs
The following package could not be installed
└─ xgboost =* * is not installable because it conflicts with any installable versions previously reported.
critical libmamba Could not solve for environment specs
[rapids-conda-retry] conda returned exit code: 1
[rapids-conda-retry] Exiting, no retryable mamba errors detected: 'ChecksumMismatchError:', 'ChunkedEncodingError:', 'CondaHTTPError:', 'CondaMultiError:', 'CondaSSLError:', 'Connection broken:', 'ConnectionError:', 'DependencyNeedsBuildingError:', 'EOFError:', 'Error when extracting package:', 'Failed writing received data to disk', 'File not valid: file size doesn't match expectation', 'File not valid: SHA256 sum doesn't match expectation', 'JSONDecodeError:', 'Multi-download failed', 'Response ended prematurely', 'Timeout was reached', 'Unexpected error [0-9]+ on netlink descriptor [0-9]+', segfault exit code 139Not sure if it has to do with using strict channel-priority
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I was wrong, conda-forge::xgboost does not override strict priority (Google's AI summary was also wrong about this).
We'll need to undo that and stick with the rapidsai-nightly / rapidsai packages and ignore the warnings there until we finish work on rapidsai/build-planning#312. cc: @trivialfis
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Inline comments:
In
`@python/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yaml`:
- Around line 131-133: Move the conda-forge::xgboost selector from the channels
list into the xgboost entry under dependencies, and leave only valid channel
names under channels. Preserve the existing dependency and channel configuration
otherwise.
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ci/cudf_pandas_scripts/third-party-integration/run-library-tests.shpython/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yamlpython/cudf/cudf_pandas_tests/third_party_integration_tests/tests/pytest.ini
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Inline comments:
In
`@python/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yaml`:
- Around line 320-326: Add generated-environment coverage for the test_xgboost
generation path by adding both a unit test and a unit benchmark. Validate the
generated conda specification as parsed YAML and assert it contains the exact
dependency conda-forge::xgboost>=2.0.1, rather than checking syntax alone.
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python/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yaml
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Description
I think it's safe to ignore this warnings in cudf.pandas third party tests: https://github.com/NVIDIA/cudf/actions/runs/31680077278/job/94383296650#step:13:23794
Since we specify
conda-forgeas a channel in ourdependnecies.yamlcudf/python/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yaml
Line 134 in 0b57a3b
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