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2.89 kB
| """Method registry for the MacroLens unified API. | |
| Concrete method classes register themselves via the :func:`register` | |
| decorator. The orchestrator (``experiments/run_all.py``) and the public | |
| API (``macrolens.list_methods``, ``macrolens.methods``) read from | |
| :data:`ALL_METHODS`. | |
| Usage: | |
| from .base import Method, _JoblibSaveMixin | |
| from ._registry import register | |
| from ._config import LightGBMConfig | |
| @register(name="lightgbm", family="classical", | |
| tasks={"T1","T2","T3","T4","T5","T6","T7"}, | |
| config_class=LightGBMConfig) | |
| class LightGBMRegressor(_JoblibSaveMixin, Method): | |
| ... | |
| This avoids the historical pattern of hand-maintaining a `__init__.py` | |
| re-export list that drifted from the actual class set. | |
| """ | |
| from __future__ import annotations | |
| from typing import TYPE_CHECKING, Iterable | |
| if TYPE_CHECKING: | |
| from .base import Method | |
| from ._config import MethodConfig | |
| # Single source of truth: name -> concrete Method class | |
| ALL_METHODS: dict[str, type["Method"]] = {} | |
| def register( | |
| *, | |
| name: str, | |
| family: str, | |
| tasks: Iterable[str], | |
| config_class: type["MethodConfig"], | |
| ): | |
| """Decorator that registers a concrete Method subclass. | |
| Sets the four class-level attributes (``name``, ``family``, ``tasks``, | |
| plus a ``_config_class`` private hook used by ``default_config``) and | |
| inserts the class into :data:`ALL_METHODS`. | |
| """ | |
| tasks_frozen = frozenset(tasks) | |
| def _decorator(cls): | |
| cls.name = name | |
| cls.family = family | |
| cls.tasks = tasks_frozen | |
| cls._config_class = config_class | |
| if not hasattr(cls, "default_config") or cls.default_config is _undefined_default_config: | |
| def default_config(cls_inner): | |
| return cls_inner._config_class() | |
| cls.default_config = default_config # type: ignore[assignment] | |
| if name in ALL_METHODS: | |
| raise ValueError(f"method '{name}' already registered") | |
| ALL_METHODS[name] = cls | |
| return cls | |
| return _decorator | |
| def _undefined_default_config(cls): # pragma: no cover -- placeholder sentinel | |
| raise NotImplementedError | |
| def list_methods(*, family: str | None = None, task: str | None = None) -> list[str]: | |
| """Return registered method names, optionally filtered by family or task.""" | |
| out = [] | |
| for n, cls in sorted(ALL_METHODS.items()): | |
| if family is not None and cls.family != family: | |
| continue | |
| if task is not None and task not in cls.tasks: | |
| continue | |
| out.append(n) | |
| return out | |
| def get(name: str) -> type["Method"]: | |
| """Lookup a registered method class by name.""" | |
| if name not in ALL_METHODS: | |
| raise KeyError( | |
| f"method '{name}' not registered; " | |
| f"available: {sorted(ALL_METHODS)}" | |
| ) | |
| return ALL_METHODS[name] | |