125 个（apache 的仓库） · 按人气排序
Helps add Apache 2.0 license headers to new Apache Beam files using the correct comment format and placement. Covers source files, configuration, documentation, and local checks for missing license notices.
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Guides Java SDK development in Apache Beam, from finding relevant modules to building code, running focused tests, and trying examples. Also explains how to publish modified modules locally and build SDK containers.
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Navigate Apache Beam contributions from finding an issue to submitting a pull request, a proposed code change, and responding to reviews. Covers environment setup, tests, formatting, licensing requirements, and closer evaluation of changes to core components.
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Check whether Apache Hudi table maintenance is keeping pace with incoming data. Runs a read-only utility, interprets its JSON report, and explains unhealthy or skipped checks with concrete next steps.
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Design or review Apache Hudi tables through questions about data volume, updates, and usage. Get architecture recommendations, a decision record explaining tradeoffs, and configuration artifacts for supported processing paths.
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Migrate Java projects from FastExcel 1.3 to Apache Fesod by updating Maven or Gradle dependencies, package imports, and entry class calls. Handles both legacy package namespaces and identifies conditional helper class changes.
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Start and verify a local Pinot quickstart using the modes supported by the current checkout.
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Review Apache Pinot architecture when module dependencies, SPI boundaries, abstractions, or class placement change.
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Review Apache Pinot correctness when null handling, numeric types, dispatch, or resource lifecycles change.
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Review Apache Pinot concurrency and state safety when locks, shared callbacks, lifecycle, or distributed metadata change.
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Review Apache Pinot performance when hot paths change or a PR makes benchmark or efficiency claims.
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Review Apache Pinot regression coverage and test quality when behavior or tests change.
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Investigate intermittent Pinot test failures in GitHub Actions and report evidence and likely causes.
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Review Apache Pinot compatibility when configs, public APIs, SPI contracts, or serialized formats change.
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Review Apache Pinot change scope and process when assessing PR descriptions, reverts, retries, or compatibility notes.
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Run a named Pinot test class or method in its owning Maven module.
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Review Apache Pinot naming and API conventions when public names, signatures, or documentation change.
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Compare baseline and current Pinot JMH benchmark results using an isolated baseline worktree.
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Validate and fix Pinot pre-commit checks on affected modules before a commit or PR.
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Execute and verify Apache OpenDAL release-manager work, including weekly ATR candidates, RC tagging, required GitHub Actions checks, ASF SVN dist uploads, Nexus staging close/release, vote discussions, language package readiness, GitHub release, announcements, and release postmortems.
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Examine what a file claims about itself and what it actually contains — powered by Apache Tika. True content-based type detection (extensions lie), provenance claims (authors, dates, creating application), revision and tamper signals (PDF incremental updates, tracked changes, hidden slides, zip integrity), hidden and embedded content (attachments, macros), risk indicators (PDF JavaScript actions, encryption), and content digests. Evidence gathering, not verdicts: Tika reports what the file asserts and what parsing observed; it does not attribute authorship or validate signatures. Use for triaging suspicious files, provenance questions, e-discovery-style review, or "is this file what it claims to be."
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Review of a PR, branch, or your own uncommitted work across eight dimensions — security, correctness, test coverage, API/compatibility, usability, documentation, code quality, performance. Sizes the diff, reviews inline or fans out reviewers off a shared brief, verifies findings against code, reports a grouped list with a shape verdict, fixes on approval. Use for "review this PR", "/pr-review 3011", or a pre-flight self-review before submitting; add "thorough" for adversarial verification.
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Ground rules for working in the Tika codebase — git policy, Maven wrapper/repo conventions, building and testing specific modules, code and test conventions, pre-commit checks. Load at session start for any Tika development task.
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Working with tika-metadata-schema, the build-gated registry of Tika metadata keys — regeneration after Property changes, gate tests, naming conventions, post-rename sweeps. Use when adding or renaming metadata keys or when the schema gate fails.
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