refactor(agent): DRY pass on the GPU agent worker package
Consolidate genuine duplication in agent/fc_agent into single-source helpers (behavior-preserving; DRY Pass process #594): worker.py - _fail(jid, image_id, exc, verb) — 4 terminal "fail this job" blocks (downloader HTTP-fault + decode, consumer non-transient + generic). - _release(job_ids) (was _release_owned) — the one lease hand-back path; 6 inline release([jid])+unhold sites now route through it. - _stopped(stop_evt) + _abort_if_stopped(jid, stop_evt) — 4 stop-check -and-release blocks and every bare stop-check. - _timed(stage) contextmanager — ~8 monotonic()/_record() timing pairs; records only on clean exit, matching the old skip-on-raise behavior. - _ewma(prev, x, alpha) module fn — 3 EWMA updates in the autoscaler. client.py - _submit(path, payload) — submit / submit_embedding (retrying session). - _post_quiet(path, payload) — heartbeat / fail / release fire-and-forget. detectors.py - Proposers._top(detector, image, cap) — merges components() and panels(). config.py - _bool_env(name, default) — auto_start / auto_scale env parsing. Left alone (recorded): the xyxy→norm-xywh conversion duplicated across models.py/detectors.py (2 copies, independent wrapper modules — sharing would couple them), and the _ensure_embedder/_ensure_proposers pair (same lock shape, different concepts). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -8,6 +8,11 @@ import os
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from dataclasses import dataclass
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def _bool_env(name: str, default: str = "") -> bool:
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"""A boolean env var — present + truthy ('1'/'true'/'yes') → True."""
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return os.environ.get(name, default).lower() in ("1", "true", "yes")
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@dataclass
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class Config:
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fc_url: str # base URL of the FabledCurator web service
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@@ -57,8 +62,8 @@ class Config:
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poll_idle_seconds=float(os.environ.get("POLL_IDLE_SECONDS", "10")),
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embed_dtype=os.environ.get("SIGLIP_DTYPE", "float16"),
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embed_model_override=os.environ.get("EMBED_MODEL_NAME", ""),
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auto_start=os.environ.get("AUTO_START", "").lower() in ("1", "true", "yes"),
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auto_scale=os.environ.get("AUTO_SCALE", "true").lower() in ("1", "true", "yes"),
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auto_start=_bool_env("AUTO_START"),
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auto_scale=_bool_env("AUTO_SCALE", "true"),
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person_weights=os.environ.get("PERSON_WEIGHTS", "yolo11n.pt"),
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person_conf=float(os.environ.get("PERSON_CONF", "0.35")),
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anatomy_weights=os.environ.get("ANATOMY_WEIGHTS", ""),
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