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Title: [inline-learn lib 3/3] Add direct MakeTest inline learning by d10c · Pull Request #23013 · github/codeql · GitHub

Open Graph Title: [inline-learn lib 3/3] Add direct MakeTest inline learning by d10c · Pull Request #23013 · github/codeql

X Title: [inline-learn lib 3/3] Add direct MakeTest inline learning by d10c · Pull Request #23013 · github/codeql

Description: What problem does it solve? Inline-expectation learning needs to work for direct test .ql queries that use MakeTest, not only for .qlref tests with a postprocessor. Why is the problem a problem? Direct tests have no .qlref ownership metadata or postprocessing stage. Without an explicit direct-query protocol, they cannot emit source edits while preserving their ordinary result relations. How does the solution work? Direct learning plans emit the same six-column learnEdits relation consumed by the test runner. Exact main-schema recognition avoids treating metadata or @id queries as edit producers. Shared edit emission is reused, while direct and postprocessing plans remain separate because their discovery, identity, output, and reconciliation contracts differ. Why does the solution solve the problem? The direct query computes edits from its own MakeTest expectations and returns them through the runner's established relation shape. Ordinary query results remain available for expected-output comparison. Why is this a good solution? It adds direct support without pretending that direct queries and tagged .qlref cohorts have interchangeable membership semantics. Mixed or multiple producers can therefore be rejected safely until a generalized source-owner contract is designed. Testing Python and Java library fixtures cover direct edit generation and ordinary result preservation. They were exercised with plain, learn, repeated-learn, and plain verification runs. Stack: follows #23012 in Stack #23015.

Open Graph Description: What problem does it solve? Inline-expectation learning needs to work for direct test .ql queries that use MakeTest, not only for .qlref tests with a postprocessor. Why is the problem a problem? Di...

X Description: What problem does it solve? Inline-expectation learning needs to work for direct test .ql queries that use MakeTest, not only for .qlref tests with a postprocessor. Why is the problem a problem? Di...

Opengraph URL: https://github.com/github/codeql/pull/23013

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c4f9c29 Add direct MakeTest inline learning d10c Nov 3, 2026 https://github.com/github/codeql/pull/23013/commits/c4f9c29f67e89d54e0f4b02824c3ec374f14e72a
4b761ab Reject unsafe direct inline expectation edits d10c Nov 4, 2026 https://github.com/github/codeql/pull/23013/commits/4b761ab1282dfe1e866bad5f8eff89441a75c125
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