chore(deps): bump pillow from 12.2.0 to 12.3.0#809
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Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.2.0 to 12.3.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](python-pillow/Pillow@12.2.0...12.3.0) --- updated-dependencies: - dependency-name: pillow dependency-version: 12.3.0 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com>
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Benchmark delta (vs
|
| size | recall@k (head Δ vs base) | MRR (head Δ vs base) | p99 (ms) |
|---|---|---|---|
| 50 | ✅ 0.5649 (+0.0000) | ✅ 0.4978 (+0.0000) | ✅ 0.692 (base 0.650) |
| 83 | ✅ 0.3825 (+0.0000) | ✅ 0.3242 (+0.0000) | ✅ 0.761 (base 1.205) |
| 1000 | ✅ 0.1475 (+0.0000) | ✅ 0.1456 (+0.0000) | ✅ 39.631 (base 47.855) |
Per-backend × per-size matrix
| backend | size | recall@k (Δ) | MRR (Δ) | p99 (ms) |
|---|---|---|---|---|
| bm25 | 100 | ✅ 0.3825 (+0.0000) | ✅ 0.3399 (+0.0000) | ✅ 6.499 (base 8.399) |
| bm25 | 500 | ✅ 0.2250 (+0.0000) | ✅ 0.2165 (+0.0000) | ✅ 29.199 (base 41.865) |
| bm25 | 1000 | ✅ 0.1575 (+0.0000) | ✅ 0.1525 (+0.0000) | ✅ 86.990 (base 112.387) |
| embedding_hashing | 100 | ✅ 0.5175 (+0.0000) | ✅ 0.4360 (+0.0000) | ✅ 7.706 (base 7.218) |
| embedding_hashing | 500 | ✅ 0.2700 (+0.0000) | ✅ 0.2674 (+0.0000) | ✅ 42.801 (base 43.171) |
| embedding_hashing | 1000 | ✅ 0.2000 (+0.0000) | ✅ 0.1931 (+0.0000) | ✅ 100.952 (base 102.979) |
| embedding_st | 100 | skipped (skipped: missing sentence-transformers) | — | — |
| embedding_st | 500 | skipped (skipped: missing sentence-transformers) | — | — |
| embedding_st | 1000 | skipped (skipped: missing sentence-transformers) | — | — |
| fuzzy | 100 | skipped (skipped: missing rapidfuzz) | — | — |
| fuzzy | 500 | skipped (skipped: missing rapidfuzz) | — | — |
| fuzzy | 1000 | skipped (skipped: missing rapidfuzz) | — | — |
| tfidf | 100 | ✅ 0.3825 (+0.0000) | ✅ 0.3220 (+0.0000) | ✅ 1.032 (base 1.193) |
| tfidf | 500 | ✅ 0.2325 (+0.0000) | ✅ 0.2314 (+0.0000) | ✅ 9.669 (base 10.803) |
| tfidf | 1000 | ✅ 0.1475 (+0.0000) | ✅ 0.1456 (+0.0000) | ✅ 36.150 (base 42.986) |
Context pipeline (per scenario)
| scenario | tokens | dropped | dedup |
|---|---|---|---|
| large_catalog | 1480 (base 1480, Δ+0) | 0 (base 0, Δ+0) | 0 (base 0, Δ+0) |
| long_conversation | 2500 (base 2500, Δ+0) | 0 (base 0, Δ+0) | 0 (base 0, Δ+0) |
| mixed_payload | 488 (base 488, Δ+0) | 0 (base 0, Δ+0) | 0 (base 0, Δ+0) |
| short_conversation | 487 (base 487, Δ+0) | 0 (base 0, Δ+0) | 0 (base 0, Δ+0) |
| stress_conversation | 6590 (base 6590, Δ+0) | 11 (base 11, Δ+0) | 4 (base 4, Δ+0) |
| tiny_payload | 256 (base 256, Δ+0) | 0 (base 0, Δ+0) | 0 (base 0, Δ+0) |
Numbers come from make benchmark / make benchmark-matrix.
Latency is hardware-dependent — treat the markers as a rough guide.
See benchmarks/scorecard.md for the full picture.
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Bumps pillow from 12.2.0 to 12.3.0.
Release notes
Sourced from pillow's releases.
... (truncated)
Commits
bb1d8e812.3.0 version bumpe63fc48Add release notes for SBOM and performance improvements (#9747)13b701bAdd release notes for #96795564ca7List methodsa0920fdSpeed up ImageChops operations (#9738)07e9a6cSpeed upImage.filter()(#9736)a94578cSpeed upImage.getchannel(),Image.merge(),Image.putalpha()and `Image...53e02c4Speed upImage.fill(),Image.linear_gradient()and `Image.radial_gradient...af03747Speed upImage.resample()(#9739)5c9ca56Speed upalpha_composite,matrix,negative,quantize(#9740)