mrleo1nidandClaude Opus 5.5
ef29b85320
- migration 00006: track features and embeddings (pgvector, HNSW), analysis queue filled by a trigger on new tracks, wave sessions and impressions, recommender profiles, model versions - analyzer basic-1 (ADR-014): ffmpeg decode, three 30 s excerpts, 256-d timbre/rhythm embedding, tempo by onset autocorrelation, key, loudness, energy, danceability, acousticness, intro length; worker with SKIP LOCKED claims, retries and re-analysis on version change - wave engine v1: candidates (session/taste similarity, fresh, liked artists, rediscover, popular, exploration, seed), filters (dislikes, played in 3 h, already served), heuristic score, activity and mood fit from contexts.yaml with relaxing thresholds, MMR with one track per artist, exploration share, session vector updated by reactions and a change of course after three skips - POST /internal/wave/batch with the catalog index cached in memory and the session kept in Redis Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
51 lines
1.1 KiB
TOML
51 lines
1.1 KiB
TOML
[project]
|
|
name = "pipu-rec"
|
|
version = "0.1.0"
|
|
description = "Pipu Music: recommendations and audio analysis"
|
|
requires-python = ">=3.12,<3.13"
|
|
dependencies = [
|
|
"fastapi>=0.115,<1",
|
|
"uvicorn[standard]>=0.34,<1",
|
|
"pydantic-settings>=2.9,<3",
|
|
"psycopg[binary]>=3.2,<4",
|
|
"redis>=6.2,<7",
|
|
"numpy>=2.2,<3",
|
|
"pyyaml>=6.0,<7",
|
|
]
|
|
|
|
[project.scripts]
|
|
pipu-rec = "pipu_rec.cli:main"
|
|
|
|
[dependency-groups]
|
|
dev = [
|
|
"pytest>=8.4,<9",
|
|
"httpx>=0.28,<1",
|
|
"ruff>=0.12,<1",
|
|
"mypy>=1.16,<2",
|
|
"types-pyyaml>=6.0",
|
|
]
|
|
|
|
[build-system]
|
|
requires = ["hatchling>=1.27"]
|
|
build-backend = "hatchling.build"
|
|
|
|
[tool.hatch.build.targets.wheel]
|
|
packages = ["pipu_rec"]
|
|
|
|
[tool.ruff]
|
|
line-length = 110
|
|
target-version = "py312"
|
|
|
|
[tool.ruff.lint]
|
|
select = ["E", "F", "W", "I", "B", "UP", "SIM", "RUF"]
|
|
# Комментарии и докстринги на русском: «с», «у», «−» — не опечатки в латинице.
|
|
ignore = ["RUF001", "RUF002", "RUF003"]
|
|
|
|
[tool.mypy]
|
|
strict = true
|
|
python_version = "3.12"
|
|
plugins = ["pydantic.mypy"]
|
|
|
|
[tool.pytest.ini_options]
|
|
testpaths = ["tests"]
|