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Wrap the judge prompt and two docstrings past the 120-col convention; record three implementation rulings in the v0.9 spec (exploration read outlets, round-based sampling, findings carrying all ratings).
85 lines
3.3 KiB
Python
85 lines
3.3 KiB
Python
"""Exploration findings aggregation (探索发现聚合).
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把探索会话的体验记录聚合成探索摘要：会话数、目标达成率、问题清单
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（blockers / misled 按出现次数降序）、judge 复核结论（已就位才纳入；
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findings 全量收各档发现，poor 档排前）。这是体验记录这条第一手证据线
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进入报告 / 分析 / 导出三个出口前的唯一聚合口径；只含统计与问题清单，
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不含全量对话。
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"""
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from collections import Counter
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from typing import Any, Optional
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from sqlmodel import Session
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from agenteval.exploration.models import ExplorationSession
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_RATING_SEVERITY = {"poor": 0, "acceptable": 1, "good": 2}
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def _issue_list(counter: Counter) -> list[dict[str, Any]]:
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return [{"issue": issue, "count": count} for issue, count in counter.most_common()]
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def summarize_exploration(sessions: list[ExplorationSession]) -> Optional[dict[str, Any]]:
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"""聚合一组探索会话为探索摘要；无会话返回 None（缺则无痕）。"""
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if not sessions:
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return None
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with_experience = [s for s in sessions if s.experience is not None]
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blockers: Counter = Counter()
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misled: Counter = Counter()
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achieved = 0
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for session_obj in with_experience:
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experience = session_obj.experience
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if experience.get("goal_achieved"):
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achieved += 1
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blockers.update(experience.get("blockers") or [])
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misled.update(experience.get("misled") or [])
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judge = _summarize_judge_reviews(sessions)
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return {
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"session_count": len(sessions),
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"sessions_with_experience": len(with_experience),
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"goal_achieved_count": achieved,
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"goal_achievement_rate": round(achieved / len(with_experience), 4) if with_experience else None,
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"issues": _issue_list(blockers),
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"misled": _issue_list(misled),
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"judge_review": judge,
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}
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def summarize_campaign_exploration(db_session: Session, campaign_id: str) -> Optional[dict[str, Any]]:
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"""取数 + 聚合一步完成：报告 / 分析 / 导出三个出口共用的探索摘要取法。"""
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from agenteval.storage.repository import ExplorationSessionRepository
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return summarize_exploration(ExplorationSessionRepository(db_session).list_by_campaign(campaign_id))
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def _summarize_judge_reviews(sessions: list[ExplorationSession]) -> Optional[dict[str, Any]]:
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"""只纳入复核完成的会话；findings 全量收各档发现（poor 档排前），
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summaries 收复核总体结论。"""
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findings: list[dict[str, Any]] = []
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summaries: list[str] = []
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reviewed = 0
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for session_obj in sessions:
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review = session_obj.judge_review
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if not review or review.get("status") != "completed":
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continue
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reviewed += 1
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if review.get("summary"):
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summaries.append(str(review["summary"]))
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for item in review.get("dimensions") or []:
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findings.append(
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{
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"dimension": item.get("dimension"),
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"rating": item.get("rating"),
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"comment": item.get("comment") or "",
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}
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)
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if reviewed == 0:
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return None
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findings.sort(key=lambda f: _RATING_SEVERITY.get(f["rating"], len(_RATING_SEVERITY)))
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return {"reviewed_sessions": reviewed, "findings": findings, "summaries": summaries}
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