260 lines
8.9 KiB
Python
260 lines
8.9 KiB
Python
"""市場情報機會與威脅 evidence bundle preview。
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只定義未來 scoring / alert / AI 摘要必須攜帶的可追溯證據包；
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不查 DB、不產生 sample evidence、不建立 queue、不派送 Telegram。
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"""
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from services.market_intel.ai_controlled_service_compat import compatibility_flag
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EVIDENCE_SECTIONS = (
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{
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"key": "campaign_context",
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"label": "活動脈絡",
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"source_tables": [
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"market_campaigns",
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"market_campaign_snapshots",
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"market_crawler_runs",
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],
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"required_fields": [
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"campaign_id",
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"platform_code",
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"campaign_name",
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"campaign_url",
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"status",
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"start_at",
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"end_at",
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"snapshot_id",
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"batch_id",
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],
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"purpose": "確認活動存在、時間狀態與爬取批次。",
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},
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{
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"key": "market_product_snapshot",
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"label": "競品商品快照",
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"source_tables": [
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"market_campaign_products",
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"market_product_price_history",
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],
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"required_fields": [
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"market_product_id",
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"platform_product_id",
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"product_url",
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"name",
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"price",
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"original_price",
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"discount_rate",
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"coupon_text",
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"rank_position",
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"crawled_at",
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],
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"purpose": "確認競品活動商品與當下價格、折扣、排序訊號。",
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},
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{
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"key": "match_review_state",
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"label": "商品比對審核狀態",
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"source_tables": [
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"market_product_matches",
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],
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"required_fields": [
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"match_id",
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"momo_i_code",
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"match_score",
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"match_status",
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"match_reason_json",
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"reviewed_at",
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"reviewed_by",
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],
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"purpose": "確認是否可把競品商品升級為同品或高信心候選。",
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},
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{
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"key": "momo_reference",
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"label": "MOMO 參考商品",
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"source_tables": [
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"products",
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"price_records",
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"daily_sales_snapshot",
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],
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"required_fields": [
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"momo_i_code",
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"product_name",
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"brand",
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"reference_price",
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"latest_price_seen_at",
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"sales_signal_at",
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],
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"purpose": "確認我方價格與銷售訊號，避免只靠競品資料判讀。",
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},
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{
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"key": "scoring_trace",
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"label": "分數計算軌跡",
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"source_tables": [
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"market_product_price_history",
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"market_product_matches",
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],
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"required_fields": [
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"dimension_scores",
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"total_score",
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"threshold_level",
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"formula_version",
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"computed_from_batch_id",
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],
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"purpose": "讓 AI 例外決策、AI 摘要與 Telegram 候選都能追溯分數來源。",
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},
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)
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ALERT_ESCALATION_GATES = (
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{
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"key": "confirmed_or_reviewed_match",
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"label": "必須有 confirmed 或 needs_review 高信心比對證據",
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"required_for": ["high", "critical"],
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},
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{
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"key": "fresh_price_snapshot",
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"label": "競品價格快照需在有效時間窗內",
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"required_for": ["medium", "high", "critical"],
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},
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{
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"key": "momo_reference_price",
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"label": "必須有可追溯的 MOMO 參考價",
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"required_for": ["high", "critical"],
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},
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{
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"key": "campaign_still_active",
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"label": "活動仍為 active 或 upcoming，ended 不得進即時告警",
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"required_for": ["medium", "high", "critical"],
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},
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{
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"key": "operator_approval",
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"label": "AI 受控批准後才可進 Telegram 或 AI 摘要候選",
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"required_for": ["critical"],
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},
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)
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_OPERATOR_APPROVAL_COMPAT_KEY = compatibility_flag("operator_approval")
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def _schema_tables(schema_smoke):
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expected_tables = schema_smoke.get("expected_tables") or []
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if expected_tables:
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return set(expected_tables)
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smoke = schema_smoke.get("schema_smoke") or schema_smoke
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return {
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item.get("table")
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for item in smoke.get("tables", [])
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if item.get("table")
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}
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def build_opportunity_evidence_plan_preview(
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*,
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runtime_status,
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opportunity_plan,
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scoring_plan,
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match_review_plan,
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legacy_source_bridge,
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schema_smoke,
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):
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"""建立 evidence bundle 計畫；不查資料、不產生範例 evidence。"""
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available_tables = _schema_tables(schema_smoke)
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required_market_tables = {
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table
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for section in EVIDENCE_SECTIONS
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for table in section["source_tables"]
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if table.startswith("market_")
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}
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required_market_tables_declared = required_market_tables <= available_tables
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scoring_preview_safe = (
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scoring_plan.get("mode") == "opportunity_scoring_plan_preview"
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and not scoring_plan.get("score_calculation_executed")
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and not scoring_plan.get("scoring_job_created")
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and not scoring_plan.get("database_write_executed")
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)
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opportunity_preview_safe = (
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opportunity_plan.get("mode") == "opportunity_plan_preview"
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and not opportunity_plan.get("opportunity_queue_created")
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and not opportunity_plan.get("threat_alert_dispatched")
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)
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match_review_preview_safe = (
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match_review_plan.get("mode") == "match_review_plan_preview"
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and not match_review_plan.get("auto_confirm_executed")
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and not match_review_plan.get("database_write_executed")
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)
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legacy_bridge_safe = (
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legacy_source_bridge.get("mode") == "legacy_source_bridge_planned"
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and not legacy_source_bridge.get("read_only_query_executed")
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and not legacy_source_bridge.get("database_write_executed")
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)
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gate_checks = {
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"opportunity_plan_preview_safe": opportunity_preview_safe,
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"scoring_plan_preview_safe": scoring_preview_safe,
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"match_review_preview_safe": match_review_preview_safe,
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"legacy_bridge_planned_safe": legacy_bridge_safe,
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"schema_smoke_passed": bool(
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(schema_smoke.get("schema_smoke") or schema_smoke).get("passed")
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),
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"required_market_tables_declared": required_market_tables_declared,
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"confirmed_match_evidence_available": bool(
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match_review_plan.get("ready_for_review_queue")
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),
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"scoring_trace_available": bool(scoring_plan.get("ready_for_scoring_job")),
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"database_write_still_blocked": not bool(
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runtime_status.database_write_allowed
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),
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_OPERATOR_APPROVAL_COMPAT_KEY: False,
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}
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blocked_reasons = [
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key for key, passed in gate_checks.items()
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if not passed
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]
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return {
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"mode": "opportunity_evidence_plan_preview",
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"ready_for_evidence_bundle": False,
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"evidence_bundle_created": False,
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"evidence_query_executed": False,
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"sample_evidence_generated": False,
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"alert_candidate_created": False,
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"telegram_dispatched": False,
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"ai_summary_generated": False,
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"database_session_created": False,
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"database_write_executed": False,
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"database_commit_executed": False,
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"external_network_executed": False,
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"scheduler_attached": False,
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"writes_executed": False,
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"would_write_database": False,
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"section_count": len(EVIDENCE_SECTIONS),
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"sections": list(EVIDENCE_SECTIONS),
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"escalation_gates": list(ALERT_ESCALATION_GATES),
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"required_market_tables": sorted(required_market_tables),
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"gate_checks": gate_checks,
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"blocked_reasons": blocked_reasons,
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"bundle_contract": {
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"identity": "platform_code + campaign_id + market_product_id + match_id",
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"freshness_window_hours": 24,
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"dedupe_key": "rule_key + momo_i_code + platform_product_id + campaign_id + crawled_at_date",
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"must_include": [
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"rule_key",
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"threshold_level",
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"total_score",
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"evidence_sections",
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"source_batch_id",
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],
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},
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"operator_sequence": [
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"先確認 scoring plan 只基於正式 market_* evidence",
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"建立 evidence bundle 時逐一附上來源 table 與 primary key",
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"缺任一高風險 evidence 時只能降級為 watch",
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"AI 例外決策通過後才可建立 alert candidate",
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"AI 摘要與 Telegram 候選必須引用 bundle id 與 source_batch_id",
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],
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"safe_boundaries": [
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"do_not_query_database_from_evidence_preview",
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"do_not_generate_placeholder_evidence",
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"do_not_create_alert_candidate_from_preview",
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"do_not_dispatch_telegram_from_evidence_preview",
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"do_not_generate_ai_summary_from_evidence_preview",
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"do_not_escalate_without_bundle_contract",
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],
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}
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