補齊 PChome controlled apply drift verifier
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@@ -2515,6 +2515,38 @@ def api_pchome_growth_direct_mapping_retry_candidate_exception_controlled_apply_
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}), 500
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@ai_bp.route('/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-controlled-apply-drift-verifier-package')
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@login_required
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def api_pchome_growth_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package():
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"""P2 AI-controlled drift verifier for applied retry exception product matches."""
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try:
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from config import DATABASE_PATH
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from services.pchome_mapping_backlog_service import (
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package,
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)
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run_id = str(request.args.get('run_id') or '').strip() or None
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engine = _create_icaim_dashboard_engine(DATABASE_PATH)
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try:
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package = build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package(
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run_id=run_id,
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engine=engine,
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)
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finally:
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engine.dispose()
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package["source_endpoint"] = (
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"/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-controlled-apply-receipt-replay-package"
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)
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return jsonify(package)
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except Exception as exc:
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logger.error("[PChomeGrowth] direct mapping retry candidate exception controlled apply drift verifier 讀取失敗: %s", exc, exc_info=True)
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return jsonify({
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"success": False,
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"error": "PChome 商品對應 retry 例外 controlled apply drift verifier 暫時無法讀取,請稍後再試。",
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}), 500
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@ai_bp.route('/api/ai/pchome-growth/ai-automation-readiness')
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@login_required
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def api_pchome_growth_ai_automation_readiness():
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@@ -2523,6 +2555,7 @@ def api_pchome_growth_ai_automation_readiness():
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from config import DATABASE_PATH
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from services.pchome_revenue_growth_service import build_pchome_growth_opportunities
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from services.pchome_mapping_backlog_service import (
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package,
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_receipt_replay_package,
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build_pchome_growth_ai_automation_readiness,
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)
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@@ -2531,6 +2564,7 @@ def api_pchome_growth_ai_automation_readiness():
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execute_search = str(request.args.get('execute_search') or '').strip().lower() in {'1', 'true', 'yes'}
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execute_fetch = str(request.args.get('execute_fetch') or '').strip().lower() in {'1', 'true', 'yes'}
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include_receipt_replay = str(request.args.get('include_receipt_replay', 'true') or '').strip().lower() in {'1', 'true', 'yes'}
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include_drift_verifier = str(request.args.get('include_drift_verifier', 'true') or '').strip().lower() in {'1', 'true', 'yes'}
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limit = request.args.get('limit', 20, type=int)
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batch_size = request.args.get('batch_size', 8, type=int)
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limit = max(5, min(limit, 50))
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@@ -2549,13 +2583,19 @@ def api_pchome_growth_ai_automation_readiness():
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_set_pchome_growth_cache(payload)
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receipt_replay = None
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if include_receipt_replay:
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drift_verifier = None
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if include_receipt_replay or include_drift_verifier:
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replay_engine = _create_icaim_dashboard_engine(DATABASE_PATH)
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try:
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receipt_replay = build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_receipt_replay_package(
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materialize_artifacts=False,
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engine=replay_engine,
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)
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if include_drift_verifier:
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drift_verifier = build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package(
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engine=replay_engine,
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source_receipt_replay=receipt_replay,
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)
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finally:
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replay_engine.dispose()
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@@ -2565,6 +2605,7 @@ def api_pchome_growth_ai_automation_readiness():
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execute_search=execute_search,
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execute_fetch=execute_fetch,
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controlled_apply_receipt_replay=receipt_replay,
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controlled_apply_drift_verifier=drift_verifier,
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)
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readiness["source_endpoint"] = "/api/ai/pchome-growth/opportunities"
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return jsonify(readiness)
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@@ -74,6 +74,9 @@ DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CONTROLLED_APPLY_EXECUTOR_POLICY = (
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DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CONTROLLED_APPLY_RECEIPT_REPLAY_POLICY = (
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"ai_controlled_pchome_growth_direct_mapping_retry_candidate_exception_controlled_apply_receipt_replay"
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)
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DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIER_POLICY = (
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"ai_controlled_pchome_growth_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier"
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)
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AI_AUTOMATION_READINESS_POLICY = "read_only_pchome_growth_ai_automation_readiness"
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EVIDENCE_ENRICHMENT_PREVIEW_POLICY = "read_only_pchome_growth_evidence_enrichment_preview"
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EVIDENCE_SOURCE_PREVIEW_POLICY = "read_only_pchome_growth_evidence_source_preview"
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@@ -4507,6 +4510,95 @@ def build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_recei
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}
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def build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package(
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*,
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artifact_root: str | Path | None = None,
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run_id: str | None = None,
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engine: Any = None,
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source_receipt_replay: dict[str, Any] | None = None,
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) -> dict[str, Any]:
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"""Verify that applied PChome product matches still agree with the replay receipt."""
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replay = source_receipt_replay or build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_receipt_replay_package(
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artifact_root=artifact_root,
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run_id=run_id,
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materialize_artifacts=False,
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engine=engine,
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)
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replay_summary = replay.get("summary") or {}
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readbacks = list(replay.get("post_apply_readbacks") or [])
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drift_items = [item for item in readbacks if item.get("passed") is not True]
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selector_count = int(replay_summary.get("target_selector_count") or 0)
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pass_count = int(replay_summary.get("post_apply_readback_pass_count") or 0)
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receipt_hash_match_count = int(replay_summary.get("executor_receipt_hash_match_count") or 0)
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source_ready = (
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replay.get("result") == "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_RECEIPT_REPLAYED"
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and selector_count > 0
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and receipt_hash_match_count > 0
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)
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drift_verified = source_ready and not drift_items and pass_count == selector_count
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if drift_items:
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result = "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_DETECTED"
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elif drift_verified:
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result = "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIED"
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elif replay.get("missing_artifacts"):
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result = "WAITING_FOR_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_ARTIFACTS"
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else:
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result = "WAITING_FOR_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_BASELINE"
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checks = [
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{"check": "source_replay_loaded", "passed": bool(replay)},
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{"check": "source_receipt_hash_matches", "passed": receipt_hash_match_count > 0},
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{"check": "target_selectors_present", "passed": selector_count > 0},
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{"check": "all_current_readbacks_match_receipt", "passed": not drift_items and pass_count == selector_count},
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{"check": "drift_verifier_does_not_write_database", "passed": True},
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]
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return {
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"policy": DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIER_POLICY,
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"result": result,
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"success": result == "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIED",
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"summary": {
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"target_selector_count": selector_count,
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"post_apply_readback_count": int(replay_summary.get("post_apply_readback_count") or 0),
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"post_apply_readback_pass_count": pass_count,
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"drift_count": len(drift_items),
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"drift_verified_count": 1 if drift_verified else 0,
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"receipt_hash_match_count": receipt_hash_match_count,
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"missing_artifact_count": int(replay_summary.get("missing_artifact_count") or 0),
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"writes_database_count": 0,
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},
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"drift_verifier": {
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"stage": "P2_retry_exception_controlled_apply_drift_verifier",
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"status": result,
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"source_receipt_replay_result": replay.get("result"),
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"ready": drift_verified,
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"requires_production_version_truth": True,
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},
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"drift_items": drift_items,
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"post_apply_readbacks": readbacks,
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"source_receipt_replay_summary": replay_summary,
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"checks": checks,
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"check_count": len(checks),
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"all_checks_passed": all(check.get("passed") is True for check in checks),
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"next_actions": [
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"Keep this verifier on the readiness surface so DB drift is visible without manual table review.",
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"If drift is detected, use the receipt replay readbacks as rollback or re-apply evidence.",
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],
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"safety": {
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"ai_controlled_apply": True,
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"reads_artifact_files": True,
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"reads_database": engine is not None or bool(source_receipt_replay),
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"writes_database": False,
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"writes_database_count": 0,
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"writes_artifact_count": 0,
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"syncs_external_offers": False,
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"dispatches_telegram": False,
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"gemini_allowed": False,
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"requires_production_version_truth": True,
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},
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}
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def build_pchome_evidence_enrichment_preview(payload: dict[str, Any], batch_size: int = 5) -> dict[str, Any]:
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"""Build a read-only evidence enrichment package for mapping targets."""
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operator_preview = build_pchome_mapping_operator_preview(payload, batch_size=batch_size)
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@@ -5102,6 +5194,7 @@ def build_pchome_growth_ai_automation_readiness(
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execute_fetch: bool = False,
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search_func: Any = None,
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controlled_apply_receipt_replay: dict[str, Any] | None = None,
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controlled_apply_drift_verifier: dict[str, Any] | None = None,
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) -> dict[str, Any]:
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"""Build a single read-only product-facing AI automation readiness view."""
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mapping_summary = summarize_pchome_mapping_backlog(payload)
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@@ -5161,6 +5254,10 @@ def build_pchome_growth_ai_automation_readiness(
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and receipt_replay_readback_pass_count == receipt_replay_selector_count
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and int(receipt_replay_summary.get("executor_receipt_ready_count") or 0) > 0
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)
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drift_summary = (controlled_apply_drift_verifier or {}).get("summary") or {}
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controlled_apply_drift_count = int(drift_summary.get("drift_count") or 0)
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controlled_apply_drift_verified_count = int(drift_summary.get("drift_verified_count") or 0)
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controlled_apply_drift_selector_count = int(drift_summary.get("target_selector_count") or 0)
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exception_count = _summary_exception_count(receipt_summary) + int(
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decision_summary.get("machine_review_decision_count") or 0
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)
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@@ -5187,7 +5284,9 @@ def build_pchome_growth_ai_automation_readiness(
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"writes_database": False,
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}
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if controlled_apply_closeout_verified:
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if controlled_apply_drift_count:
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result = "AI_AUTOMATION_CONTROLLED_APPLY_DRIFT_DETECTED"
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elif controlled_apply_closeout_verified:
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result = "AI_AUTOMATION_CONTROLLED_APPLY_CLOSEOUT_VERIFIED"
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elif not direct_mapping_count and ready_receipt_count:
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result = "AI_AUTOMATION_READY_FOR_CONTROLLED_APPLY"
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@@ -5272,6 +5371,18 @@ def build_pchome_growth_ai_automation_readiness(
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f"hash match {receipt_replay_hash_match_count}",
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"從 artifact + DB readback 自動證明 apply 已收斂",
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),
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_automation_lane(
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"controlled_apply_drift_verifier",
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"落地漂移偵測",
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"blocked" if controlled_apply_drift_count else ("completed" if controlled_apply_drift_verified_count else "waiting"),
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controlled_apply_drift_count,
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(
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f"verified {controlled_apply_drift_selector_count}/{controlled_apply_drift_selector_count}"
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if controlled_apply_drift_verified_count
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else f"drift {controlled_apply_drift_count}"
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),
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"持續比對 receipt 與正式 DB,偵測後進 rollback / re-apply",
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),
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]
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return {
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@@ -5314,6 +5425,9 @@ def build_pchome_growth_ai_automation_readiness(
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"controlled_apply_receipt_materialized_count": receipt_replay_materialized_count,
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"controlled_apply_receipt_hash_match_count": receipt_replay_hash_match_count,
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"controlled_apply_closeout_verified_count": 1 if controlled_apply_closeout_verified else 0,
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"controlled_apply_drift_count": controlled_apply_drift_count,
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"controlled_apply_drift_verified_count": controlled_apply_drift_verified_count,
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"controlled_apply_drift_selector_count": controlled_apply_drift_selector_count,
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"exception_count": exception_count,
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"ai_exception_count": exception_count,
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AI_EXCEPTION_REQUIRED_COUNT_KEY: exception_count,
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@@ -5330,6 +5444,7 @@ def build_pchome_growth_ai_automation_readiness(
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"exception_resolution": "ai_machine_verifiable",
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"machine_verifiable_decision_required": True,
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"controlled_apply_closeout": "receipt_replay_machine_verified" if controlled_apply_closeout_verified else "waiting_for_verifier",
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"controlled_apply_drift": "drift_detected" if controlled_apply_drift_count else ("drift_verified" if controlled_apply_drift_verified_count else "waiting_for_drift_verifier"),
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},
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"ai_exception_auto_resolution": ai_exception_auto_resolution,
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"manual_policy": {
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@@ -5353,6 +5468,7 @@ def build_pchome_growth_ai_automation_readiness(
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"llm_calls_in_preview": False,
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"gemini_allowed": False,
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"reads_database_for_receipt_replay": bool(controlled_apply_receipt_replay),
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"reads_database_for_drift_verifier": bool(controlled_apply_drift_verifier),
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},
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}
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@@ -76,6 +76,7 @@ from services.pchome_mapping_backlog_service import (
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build_pchome_direct_mapping_candidate_exception_resolution_closeout_package,
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build_pchome_direct_mapping_retry_candidate_decision_package,
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build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_package,
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package,
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_executor_package,
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_preflight_package,
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build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_receipt_replay_package,
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@@ -1411,6 +1412,32 @@ def test_direct_mapping_retry_candidate_exception_controlled_apply_receipt_repla
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assert read_only_package["summary"]["executor_receipt_materialized_count"] == 1
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assert read_only_package["summary"]["executor_receipt_hash_match_count"] == 1
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assert read_only_package["post_executor_receipt_verifier"]["hash_match"] is True
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verifier = build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package(
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artifact_root=tmp_path,
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run_id=run_id,
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engine=engine,
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source_receipt_replay=read_only_package,
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)
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assert verifier["result"] == "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIED"
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assert verifier["summary"]["target_selector_count"] == 2
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assert verifier["summary"]["drift_count"] == 0
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assert verifier["summary"]["drift_verified_count"] == 1
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assert verifier["safety"]["writes_database"] is False
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with engine.begin() as conn:
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conn.execute(text("""
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UPDATE pchome_product_matches
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SET pchome_id = 'PCH-DRIFT'
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WHERE momo_icode = 'MOMO-RETRY-REVIEW'
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"""))
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drift_package = build_pchome_direct_mapping_retry_candidate_exception_controlled_apply_drift_verifier_package(
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artifact_root=tmp_path,
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run_id=run_id,
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engine=engine,
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)
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assert drift_package["result"] == "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_DETECTED"
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assert drift_package["summary"]["drift_count"] == 1
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assert drift_package["drift_items"][0]["momo_icode"] == "MOMO-RETRY-REVIEW"
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assert drift_package["drift_items"][0]["actual_pchome_id"] == "PCH-DRIFT"
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assert call_count["search"] == 2
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@@ -1460,6 +1487,16 @@ def test_ai_automation_readiness_surfaces_controlled_apply_receipt_replay_closeo
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"writes_database": False,
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},
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},
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controlled_apply_drift_verifier={
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"result": "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_VERIFIED",
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"summary": {
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"target_selector_count": 4,
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"post_apply_readback_pass_count": 4,
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"drift_count": 0,
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"drift_verified_count": 1,
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"receipt_hash_match_count": 1,
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},
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},
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)
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lanes = {lane["key"]: lane for lane in readiness["automation_lanes"]}
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@@ -1468,12 +1505,53 @@ def test_ai_automation_readiness_surfaces_controlled_apply_receipt_replay_closeo
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assert readiness["summary"]["controlled_apply_replay_readback_pass_count"] == 4
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assert readiness["summary"]["controlled_apply_receipt_materialized_count"] == 1
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assert readiness["summary"]["controlled_apply_closeout_verified_count"] == 1
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assert readiness["summary"]["controlled_apply_drift_count"] == 0
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assert readiness["summary"]["controlled_apply_drift_verified_count"] == 1
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assert readiness["automation_policy"]["controlled_apply_closeout"] == "receipt_replay_machine_verified"
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assert readiness["automation_policy"]["controlled_apply_drift"] == "drift_verified"
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assert lanes["controlled_apply"]["status"] == "completed"
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assert lanes["controlled_apply"]["value"] == 4
|
||||
assert lanes["controlled_apply_receipt_replay"]["status"] == "completed"
|
||||
assert lanes["controlled_apply_receipt_replay"]["value"] == 1
|
||||
assert lanes["controlled_apply_drift_verifier"]["status"] == "completed"
|
||||
assert lanes["controlled_apply_drift_verifier"]["value"] == 0
|
||||
assert readiness["safety"]["reads_database_for_receipt_replay"] is True
|
||||
assert readiness["safety"]["reads_database_for_drift_verifier"] is True
|
||||
assert readiness["safety"]["writes_database"] is False
|
||||
|
||||
|
||||
def test_ai_automation_readiness_surfaces_controlled_apply_drift_detected():
|
||||
readiness = build_pchome_growth_ai_automation_readiness(
|
||||
_payload(),
|
||||
batch_size=1,
|
||||
controlled_apply_receipt_replay={
|
||||
"result": "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_RECEIPT_REPLAY_READBACK_MISMATCH",
|
||||
"summary": {
|
||||
"target_selector_count": 4,
|
||||
"post_apply_readback_pass_count": 3,
|
||||
"executor_receipt_ready_count": 0,
|
||||
"executor_receipt_materialized_count": 1,
|
||||
"executor_receipt_hash_match_count": 0,
|
||||
},
|
||||
},
|
||||
controlled_apply_drift_verifier={
|
||||
"result": "DIRECT_MAPPING_RETRY_EXCEPTION_CONTROLLED_APPLY_DRIFT_DETECTED",
|
||||
"summary": {
|
||||
"target_selector_count": 4,
|
||||
"post_apply_readback_pass_count": 3,
|
||||
"drift_count": 1,
|
||||
"drift_verified_count": 0,
|
||||
"receipt_hash_match_count": 0,
|
||||
},
|
||||
},
|
||||
)
|
||||
|
||||
lanes = {lane["key"]: lane for lane in readiness["automation_lanes"]}
|
||||
assert readiness["result"] == "AI_AUTOMATION_CONTROLLED_APPLY_DRIFT_DETECTED"
|
||||
assert readiness["summary"]["controlled_apply_drift_count"] == 1
|
||||
assert readiness["automation_policy"]["controlled_apply_drift"] == "drift_detected"
|
||||
assert lanes["controlled_apply_drift_verifier"]["status"] == "blocked"
|
||||
assert lanes["controlled_apply_drift_verifier"]["value"] == 1
|
||||
assert readiness["safety"]["writes_database"] is False
|
||||
|
||||
|
||||
@@ -16057,7 +16135,9 @@ def test_ai_automation_readiness_route_defaults_to_no_search_and_uses_cached_pay
|
||||
monkeypatch.setattr(routes, "_create_icaim_dashboard_engine", fail_engine)
|
||||
|
||||
app = Flask(__name__)
|
||||
with app.test_request_context("/api/ai/pchome-growth/ai-automation-readiness?batch_size=1&include_receipt_replay=false"):
|
||||
with app.test_request_context(
|
||||
"/api/ai/pchome-growth/ai-automation-readiness?batch_size=1&include_receipt_replay=false&include_drift_verifier=false"
|
||||
):
|
||||
response = routes.api_pchome_growth_ai_automation_readiness.__wrapped__()
|
||||
|
||||
payload = response.get_json()
|
||||
|
||||
Reference in New Issue
Block a user