fix(aiops-p1): Playbook 學習閉環 5斷點全修 + DB Migration(ADR-092 B4)
【P0.4 補丁】pre_decision_investigator Prometheus query 欄位缺失 - _build_tool_params() 補 "query" 欄位(prometheus_query tool 必要參數) - 新增 _build_prometheus_query() — 依告警類型生成 PromQL(CPU/Memory/Crash/Disk/HTTP/Pod/fallback) - 修復後 D3_METRICS 感官維度實際取得資料(原本 100% 回 missing_query_parameter) 【P1 Playbook 學習閉環 B1-B5 全修】 - B2 db/models.py: ApprovalRecord 新增 matched_playbook_id 欄位 + ix_approval_matched_playbook index - B2 db/models.py: TimelineEvent 新增 incident_id 欄位(MCP 稽核用)+ index - B3 approval_db.py: record→ApprovalRequest 補回 incident_id + matched_playbook_id - B4 approval_repository.py: 同 B3(兩個轉換函式必須同步) - B5 approval_db.py: approval_request_to_record_data 補 matched_playbook_id → DB 才能存值 【P1.5 KM 寫入】approval_execution.py: fire-and-forget → await wait_for(30s) - 根因:asyncio.create_task 在 Pod recycle 時被殺,KM 寫入靜默遺失 - 修復:await asyncio.wait_for(..., timeout=30.0) + TimeoutError log 【Migration 文件】adr092_p1_learning_chain_fix.sql - ALTER TABLE approval_records ADD COLUMN matched_playbook_id VARCHAR(36) - ALTER TABLE timeline_events ADD COLUMN incident_id VARCHAR(64) - 執行:psql $DATABASE_URL -f apps/api/migrations/adr092_p1_learning_chain_fix.sql 【附帶 Agent 改動】 - decision_manager: Phase 2 YAML NO_ACTION 優先門(主機層/外部服務跳過 Agent Debate) - alert_rules.yaml: Sentry/ClickHouse + HostDiskUsageHigh/Critical 新規則 - solver_agent: action_title 語意合成兜底(取代靜默丟棄) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -167,6 +167,15 @@ class ApprovalRecord(Base):
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comment="Telegram chat_id where the approval card was sent",
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)
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# B2 fix 2026-04-24 ogt + Claude Sonnet 4.6: Playbook 學習閉環斷鏈修復
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# 原欄位缺失 → 人工審核後 matched_playbook_id 永遠 NULL → EWMA 無法更新
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matched_playbook_id: Mapped[str | None] = mapped_column(
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String(36),
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nullable=True,
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index=True,
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comment="匹配的 Playbook ID,學習服務用以更新 EWMA trust score",
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)
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# Timestamps
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True),
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@@ -193,6 +202,7 @@ class ApprovalRecord(Base):
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Index("ix_approval_created_at", "created_at"),
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Index("ix_approval_requested_by", "requested_by"),
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Index("ix_approval_fingerprint", "fingerprint"), # 戰略 B: 指紋查詢優化
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Index("ix_approval_matched_playbook", "matched_playbook_id"), # B2 fix
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)
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@@ -244,6 +254,14 @@ class TimelineEvent(Base):
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# Context
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risk_level: Mapped[str | None] = mapped_column(String(20), nullable=True)
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approval_id: Mapped[str | None] = mapped_column(String(36), nullable=True, index=True)
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# P1.6 fix 2026-04-24 ogt + Claude Sonnet 4.6: pre_decision_investigator raw SQL 寫不存在欄位
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# 原本 INSERT INTO timeline_events (incident_id, ...) 失敗 → 每天+1 錯誤靜默吞
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incident_id: Mapped[str | None] = mapped_column(
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String(64),
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nullable=True,
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index=True,
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comment="關聯的 Incident ID(MCP 事件稽核用)",
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)
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# Timestamp
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created_at: Mapped[datetime] = mapped_column(
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@@ -255,6 +273,7 @@ class TimelineEvent(Base):
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__table_args__ = (
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Index("ix_timeline_event_type", "event_type"),
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Index("ix_timeline_created_at", "created_at"),
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Index("ix_timeline_incident_id", "incident_id"), # P1.6 fix
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)
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