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[pre-commit.ci] auto fixes from pre-commit.com hooks

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Fix rolling_filter window=1 edge case by returning early and add test #888

[pre-commit.ci] auto fixes from pre-commit.com hooks
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GitHub Advanced Security / SonarCloud succeeded Mar 13, 2026 in 3s

1 new alert including 1 low severity security vulnerability

New alerts in code changed by this pull request

Security Alerts:

  • 1 low

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Check notice on line 287 in tests/test_unit/test_filtering.py

See this annotation in the file changed.

Code scanning / SonarCloud

Results that depend on random number generation should be reproducible Low test

Provide a seed for this random generator. See more on SonarQube Cloud