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Run linting and formatting checks on Ray code
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Basierend auf der SOC-Berufsklassifikation
Diagnose a failing Ray Sphinx / Read the Docs documentation build. Parses the Sphinx warning stream (an RtD build log, a local build, or pasted text), classifies each warning against a rules table, and proposes the canonical fix in severity-tier order. Detects a hard-broken build, segregates known-benign suppressed classes, and lists every unclassified warning. Use when a `docs/readthedocs.com:anyscale-ray` check fails, when asked "why is the docs build failing?" or "what warning is breaking this PR?", or to turn a Sphinx warning dump into an ordered fix list.
Convert Ray documentation pages from reStructuredText (.rst) to MyST Markdown (.md). Use when migrating existing files under doc/source/ to MyST, finishing a partial MyST migration of a directory, or when asked to convert/migrate a doc page to markdown. Covers the RST-to-MyST directive mapping, label and cross-reference preservation, sphinx-design tabs/dropdowns, doctest/testcode handling, the doc/BUILD.bazel doctest exclusions, and the build and doctest verification needed to land a clean docs PR.
Rebuild Ray from source — determines the right build mode based on what changed
Manage Python dependencies in Ray — add/remove/upgrade packages, work with raydepsets lock files, debug dependency conflicts, and regenerate compiled requirements. Covers `python/requirements*`, `python/requirements/**`, `python/deplocks/**`, and `ci/raydepsets/configs/*.depsets.yaml`.
Fetch and analyze Buildkite CI build logs for failures
| name | lint |
| description | Run linting and formatting checks on Ray code |
Run pre-commit on the files you changed:
pre-commit run --files $(git diff --name-only HEAD)
pre-commit run without --files only operates on staged files, so pass the
modified file list explicitly.
If pre-commit is not installed:
pip install -c python/requirements_compiled.txt pre-commit && pre-commit install
Pre-commit auto-fixes simple issues (formatting, long lines, unused imports). Review any remaining errors — these typically need code changes such as adding a missing import, resolving a name conflict, or restructuring logic. Fix them by editing the source code directly.
Use # noqa only for false positives that cannot be resolved by changing the code,
and include the rule code and reason: # noqa: E501 — URL cannot be split.
pyproject.toml lists files in per-file-ignores and extend-exclude. When the PR
modifies a file that is on one of these lists, fix the lint issues in your changes
and consider removing the file from the list. Leave exclusion entries for files
outside the PR scope untouched.
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