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Commit ·
4dc3d0a
1
Parent(s): 43f2683
Fix triage reward lookup for enum-qualified metadata
Browse files- src/rewards.py +42 -8
- tests/test_rewards.py +3 -0
src/rewards.py
CHANGED
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@@ -16,6 +16,35 @@ def _clamp01(value: float) -> float:
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return max(0.0, min(1.0, float(value)))
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class RewardSignal(BaseModel):
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"""Signal components for reward breakdown."""
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@@ -102,17 +131,22 @@ class RewardCalculator:
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if unit is None or incident is None:
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return 0.0
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if not required_types:
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return 0.5
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# required_types are stored as strings in metadata.
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if unit.unit_type
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return 1.0
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return 0.0
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return max(0.0, min(1.0, float(value)))
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def _normalize_enumish_key(value: object) -> str:
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"""Normalize keys that may be stored as Enum-ish strings.
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We accept forms like:
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- "CARDIAC_ARREST"
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- "IncidentType.CARDIAC_ARREST"
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- "src.models.IncidentType.CARDIAC_ARREST"
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- Enum members (IncidentType.CARDIAC_ARREST)
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"""
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if isinstance(value, str):
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text = value
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else:
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text = getattr(value, "value", None) or str(value)
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# If the value looks like a qualified enum name, use the trailing segment.
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if "." in text:
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return text.split(".")[-1]
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return text
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def _normalize_str_list(values: object) -> list[str]:
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if values is None:
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return []
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if not isinstance(values, (list, tuple, set)):
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return [_normalize_enumish_key(values)]
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return [_normalize_enumish_key(v) for v in values]
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class RewardSignal(BaseModel):
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"""Signal components for reward breakdown."""
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if unit is None or incident is None:
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return 0.0
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required_map_raw = state.metadata.get("default_required_units", {})
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if not isinstance(required_map_raw, dict):
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return 0.5
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# Normalize metadata so lookups work across serialization styles.
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required_map: dict[str, list[str]] = {
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_normalize_enumish_key(k): _normalize_str_list(v) for k, v in required_map_raw.items()
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}
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incident_key = _normalize_enumish_key(incident.incident_type)
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required_types = required_map.get(incident_key, [])
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if not required_types:
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return 0.5
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# required_types are stored as strings in metadata (often with enum qualifiers).
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if _normalize_enumish_key(unit.unit_type) in set(required_types):
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return 1.0
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return 0.0
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tests/test_rewards.py
CHANGED
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@@ -69,6 +69,9 @@ def test_compute_reward_returns_tuple() -> None:
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obs = Observation(result="ok", score=0.8, protocol_ok=True, issues=[])
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signal, total = calc.compute_reward(state, action, obs)
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assert isinstance(signal, RewardSignal)
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assert 0.0 <= total <= 1.0
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obs = Observation(result="ok", score=0.8, protocol_ok=True, issues=[])
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signal, total = calc.compute_reward(state, action, obs)
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assert isinstance(signal, RewardSignal)
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# Fixture metadata stores enum-ish strings (e.g. "IncidentType.CARDIAC_ARREST").
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# Triage should still award full credit for a correct match.
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assert signal.triage == 1.0
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assert 0.0 <= total <= 1.0
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