File size: 615 Bytes
cb505ff | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any, Dict
@dataclass(frozen=True)
class TrendAnalysis:
"""Deterministic CDM output passed to the coaching skill."""
summary: str
metrics: Dict[str, Any] = field(default_factory=dict)
def as_dict(self) -> Dict[str, Any]:
return {"trend_analysis": self.summary, "trend_data": self.metrics}
def trend_analysis_from_state(state: Dict[str, Any]) -> TrendAnalysis:
return TrendAnalysis(
summary=state.get("trend_analysis") or "",
metrics=state.get("trend_data") or {},
)
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