coolguyandClaude Opus 4.7
651175e5bd
Key changes for ISMCTS speed and correctness: - Cython port: HeuristicBot helpers (`heuristic_cy.pyx` + new `.pxd`) and ISMCTS searcher (`mcts.pyx`) now run as cdef. Both share a fast unified-action path through GameState's C interface to avoid Python round-trips on hot rollout/tree-walk paths. - Multi-process self-play and eval: `workers.py`, `eval_worker.py`, `interleaved_self_play.py`, plus trainer wiring with ProcessPoolExecutor + spawn context. Eval inside `evaluate.py` is parallel per opponent. - ISMCTS-specific eval (`evaluate.py`) runs MCTS at decision time so the metric matches deploy mode; `evaluation.eval_with_mcts` flag preserves backwards-compatible policy-only eval when needed. - Trainer logs progress per phase (self-play start/done, eval per opponent), and value loss is now scaled by `value_scale` so policy and value losses sit on comparable magnitudes. - Compact info-set key (`info_set.py`) using packed-struct format and child-key reuse during MCTS descent to cut per-step canonicalization. Tests: 19 ISMCTS suite passing, including parity (Cython-vs-Python sequential, batched-vs-sequential visit counts, push/pop round-trip). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
81 lines
1.7 KiB
TOML
81 lines
1.7 KiB
TOML
[project]
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name = "coolrl-lost-cities"
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version = "0.1.0"
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description = "Focused Lost Cities classic game extraction"
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readme = "README.md"
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authors = [
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{ name = "정시원", email = "sebastianrcnt@gmail.com" }
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]
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requires-python = ">=3.11"
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dependencies = [
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"numpy>=1.26.0",
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"matplotlib>=3.8",
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"pydantic>=2.7",
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"PyYAML>=6.0",
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"torch>=2.3.0",
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]
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[project.optional-dependencies]
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gui = [
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"pygame>=2.6.1",
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"pygame-gui>=0.6.14",
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]
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wandb = [
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"wandb>=0.17",
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]
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[project.scripts]
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lost-cities-classic = "coolrl_lost_cities.games.classic:main"
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lost-cities-eval = "coolrl_lost_cities.games.classic.evaluation:main"
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lost-cities-classic-gui = "coolrl_lost_cities.games.classic.pygame_pvp:main"
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lost-cities-deep-cfr = "coolrl_lost_cities.games.classic.deep_cfr.cli:main"
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lost-cities-ismcts = "coolrl_lost_cities.games.classic.ismcts.cli:main"
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[dependency-groups]
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dev = [
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"cython>=3.0",
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"pre-commit>=4.0.0",
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"pytest>=9.0.3",
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"ruff>=0.8.0",
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]
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[build-system]
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requires = ["setuptools>=69", "wheel", "Cython>=3.0", "numpy>=1.26.0"]
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build-backend = "setuptools.build_meta"
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[tool.setuptools.packages.find]
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where = ["src"]
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include = ["coolrl_lost_cities*"]
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[tool.setuptools.package-data]
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"coolrl_lost_cities.games.classic" = [
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"assets/*.json",
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"fixtures/*.json",
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"docs/*.md",
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"*.pxd",
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"*.pyx",
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]
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"coolrl_lost_cities.games.classic.deep_cfr" = [
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"*.pxd",
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"*.pyx",
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]
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"coolrl_lost_cities.games.classic.bots" = [
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"*.pxd",
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"*.pyx",
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]
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"coolrl_lost_cities.games.classic.ismcts" = [
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"*.pxd",
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"*.pyx",
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]
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[tool.ruff]
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line-length = 100
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target-version = "py311"
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extend-exclude = [
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"src/coolrl_lost_cities/games/classic/game.pyx",
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]
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[tool.ruff.lint]
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select = ["E", "F", "I", "UP", "B"]
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ignore = ["E501"]
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