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@dependabot dependabot bot commented on behalf of github Jan 5, 2026

Bumps schemathesis from 4.3.6 to 4.8.0.

Release notes

Sourced from schemathesis's releases.

Release 4.8.0

This release focuses on test budget efficiency - getting more value from every test case.

Benchmarks against a real-world API show success rate improved from 5% to 48%, meaning tests now reach deeper application logic instead of being rejected at input validation.

🚀 Added

  • Automatic success rate targeting to guide test generation toward valid API inputs.
  • Translate PCRE Unicode property escapes (\p{L}, \p{N}) to Python regex equivalents.
  • Propagate shared path parameters in inferred links for nested resources.
  • Fuzzing phase now uses valid resource relationships for nested paths.

🔧 Changed

  • Deprioritize null and boolean type mutations for path parameters to improve test budget efficiency.
  • Recency-weighted sampling of captured resource IDs to reduce repeated operations on the same resources.
  • Bias path parameter integers toward positive values to reduce test budget spent on likely invalid IDs.
  • Use st.sampled_from for captured variants instead of schema augmentation.
  • Context-aware resource pool to preserve diversity across parent resources.
  • Bias test generation toward captured IDs over random values.
  • Reduce negative test generation for parameters with captured response values.

🐛 Fixed

  • Captured resource ID selection biased toward early indices.
  • Resource pool capacity too small, causing most captured resources to be evicted before use.
  • Resource pool not recording IDs from successful responses when other test cases in the same scenario failed.
  • Incorrect operation ordering within dependency layers.

Release 4.7.9

🚀 Added

  • Pre-populate resource pool with values from response examples.

🐛 Fixed

  • Unhandled PermissionError when loading config file.

Release 4.7.8

🔧 Changed

  • Improve dependency inference.

🐛 Fixed

  • Resources not captured when server returns different 2xx status code than documented.

Release 4.7.7

📝 Documentation

... (truncated)

Changelog

Sourced from schemathesis's changelog.

4.8.0 - 2026-01-05

🚀 Added

  • Automatic success rate targeting to guide test generation toward valid API inputs.
  • Translate PCRE Unicode property escapes (\p{L}, \p{N}) to Python regex equivalents.
  • Propagate shared path parameters in inferred links for nested resources.
  • Fuzzing phase now uses valid resource relationships for nested paths.

🔧 Changed

  • Deprioritize null and boolean type mutations for path parameters to improve test budget efficiency.
  • Recency-weighted sampling of captured resource IDs to reduce repeated operations on the same resources.
  • Bias path parameter integers toward positive values to reduce test budget spent on likely invalid IDs.
  • Use st.sampled_from for captured variants instead of schema augmentation.
  • Context-aware resource pool to preserve diversity across parent resources.
  • Bias test generation toward captured IDs over random values.
  • Reduce negative test generation for parameters with captured response values.

🐛 Fixed

  • Captured resource ID selection biased toward early indices.
  • Resource pool capacity too small, causing most captured resources to be evicted before use.
  • Resource pool not recording IDs from successful responses when other test cases in the same scenario failed.
  • Incorrect operation ordering within dependency layers.

4.7.9 - 2025-12-30

🚀 Added

  • Pre-populate resource pool with values from response examples.

🐛 Fixed

  • Unhandled PermissionError when loading config file.

4.7.8 - 2025-12-28

🔧 Changed

  • Improve dependency inference.

🐛 Fixed

  • Resources not captured when server returns different 2xx status code than documented.

4.7.7 - 2025-12-22

📝 Documentation

... (truncated)

Commits
  • f287484 chore: Release 4.8.0
  • a4643b3 fix: Improve resource pool sampling
  • cec9b0b chore: Deprioritize null and boolean type mutations for path parameters t...
  • fa9acb5 chore: Recency-weighted sampling of captured resource IDs to reduce repeated ...
  • 9f3b961 chore: Bias path parameter integers toward positive values
  • 5d16c7d test: Update corpus test skips
  • 7c4aade chore: Improve the response pool implementation
  • 65d397a feat: Use valid resource relationships for nested paths in the fuzzing phase
  • 12aba27 feat: Propagate shared path parameters in inferred links for nested resources
  • efe91bb feat: Automatic success rate targeting to guide test generation toward valid ...
  • Additional commits viewable in compare view

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jan 5, 2026
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@dependabot dependabot bot force-pushed the dependabot/pip/clients/python/schemathesis-4.8.0 branch 2 times, most recently from c556e93 to e512d73 Compare January 8, 2026 15:17
Bumps [schemathesis](https://github.com/schemathesis/schemathesis) from 4.3.6 to 4.8.0.
- [Release notes](https://github.com/schemathesis/schemathesis/releases)
- [Changelog](https://github.com/schemathesis/schemathesis/blob/master/CHANGELOG.md)
- [Commits](schemathesis/schemathesis@v4.3.6...v4.8.0)

---
updated-dependencies:
- dependency-name: schemathesis
  dependency-version: 4.8.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot force-pushed the dependabot/pip/clients/python/schemathesis-4.8.0 branch from e512d73 to 816d231 Compare January 12, 2026 16:13
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