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7ebe8978ca test(performance): add benchmarks and recorded baselines (#29 ) (#73 )

Add performance benchmarks for the non-Analyzer pipeline (MASTER_SPEC §26.6,
NFR-004) plus tests.

- scripts/benchmark.py: measures Knowledge Base load time, single-scene
  resolution time, and full pipeline time (median over iterations) and records a
  baseline to docs/benchmarks.md.
- docs/benchmarks.md: recorded baseline numbers (indicative, machine-dependent).
- tests/test_performance.py: a benchmark smoke test (functions run, all metrics
  positive, a generous non-flaky bound), a check that the recorded baseline
  exists, and two tests confirming the Knowledge Base is loaded once and reused
  (the loader caches; the pipeline never reloads per compilation).

Co-authored-by: kunail0804 <kunail0804@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>

2026-07-09 13:52:54 +02:00

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Performance baselines

Median wall-clock times for the non-Analyzer pipeline (Knowledge Base: 188 entries; scene: complex_multi_character). Numbers are machine-dependent and indicative; regenerate with python scripts/benchmark.py.

Metric	Median
Knowledge Base load	11.26 ms
Single-scene resolution	57.6 µs
Full pipeline (validate → build)	742.6 µs

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Performance baselines

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