Function _normalize_direction_weight_map

agents/coldstart-agent/main.py:189–220

Collapse duplicate direction aliases into canonical keys while preserving unknown topics.

(raw_weights: Any)

def _normalize_direction_weight_map(raw_weights: Any) -> Dict[str, float]:
    """Collapse duplicate direction aliases into canonical keys while preserving unknown topics."""
    if not isinstance(raw_weights, dict):
        return {}

    try:
        direction_lexicon = importlib.import_module("config.direction_lexicon")
        resolve_canonical_direction = getattr(direction_lexicon, "resolve_canonical_direction", None)
    except Exception:
        resolve_canonical_direction = None

    normalized: Dict[str, float] = {}
    for raw_key, raw_weight in raw_weights.items():
        key_text = _collapse_whitespace(raw_key)
        if not key_text:
            continue
        try:
            weight = round(float(raw_weight or 0.0), 4)
        except (TypeError, ValueError):
            continue

        canonical_key = key_text
        if callable(resolve_canonical_direction):
            try:
                resolved = resolve_canonical_direction(key_text, include_paper_terms=True)
            except Exception:
                resolved = None
            canonical_key = str((resolved or {}).get("canonical_name") or key_text).strip() or key_text

        normalized[canonical_key] = round(max(float(normalized.get(canonical_key, 0.0)), weight), 4)

    return normalized


def _resolve_role_meta_path() -> Path: