anti
e545f7d8d3
Adds the decnet clusterer master-only command + provider-subpackage shape (base.py + factory.py + impl/connected_components.py) so subsequent commits can land similarity-graph features without churning callers. The skeleton ConnectedComponentsClusterer.tick is a no-op; the worker shell is fully wired (bus consumer on attacker.observed + attacker.scored, slow-tick fallback, health heartbeat, control listener, ClusterResult fan-out to identity.formed/observation.linked /merged). Subscribers on identity.> see no events from this clusterer until edge functions land, but the lifecycle is in place.
47 lines
1.5 KiB
Python
47 lines
1.5 KiB
Python
"""Clusterer factory.
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Returns the active :class:`~decnet.clustering.base.Clusterer` instance.
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Mirrors :mod:`decnet.bus.factory` and :mod:`decnet.web.db.factory`:
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callers obtain the clusterer via :func:`get_clusterer` rather than
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importing a concrete impl directly.
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Configuration knobs (env-overridable):
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* ``DECNET_CLUSTERER_TYPE`` — which implementation to use. Default
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``"connected_components"``. Unknown values raise :class:`ValueError`
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so a typo in ``decnet.ini`` surfaces immediately rather than silently
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falling back.
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The ``connected_components`` implementation is the v1 production
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clusterer. Other implementations (e.g. an HDBSCAN variant) can land
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here later without churning callers.
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"""
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from __future__ import annotations
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import os
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from decnet.clustering.base import Clusterer
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_KNOWN_CLUSTERERS = ("connected_components",)
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_DEFAULT_CLUSTERER = "connected_components"
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def get_clusterer() -> Clusterer:
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"""Return the configured clusterer instance.
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Lazy-imports the concrete impl so the base module stays free of
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implementation-specific dependencies.
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"""
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name = os.environ.get("DECNET_CLUSTERER_TYPE", _DEFAULT_CLUSTERER).strip().lower()
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if name == "connected_components":
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from decnet.clustering.impl.connected_components import (
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ConnectedComponentsClusterer,
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)
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return ConnectedComponentsClusterer()
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raise ValueError(
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f"Unknown clusterer: {name!r}. Known: {_KNOWN_CLUSTERERS}"
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)
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__all__ = ["get_clusterer"]
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