補齊 PChome retry verifier artifact materialization
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@@ -2247,6 +2247,63 @@ def api_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier
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}), 500
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@ai_bp.route('/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-closeout-verifier-artifact-materialization-package')
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@login_required
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def api_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_package():
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"""P2 AI-controlled verifier artifact materialization for retry exception closeout inputs."""
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try:
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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_closeout_verifier_artifact_materialization_package,
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)
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force_refresh = str(request.args.get('refresh') or '').strip().lower() in {'1', 'true', 'yes'}
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execute_search = str(request.args.get('execute_search') or '').strip().lower() in {'1', 'true', 'yes'}
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execute_retry_search = str(request.args.get('execute_retry_search') or '').strip().lower() in {'1', 'true', 'yes'}
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materialize_artifacts = str(request.args.get('materialize_artifacts') 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', 5, type=int)
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limit_per_product = request.args.get('limit_per_product', 8, type=int)
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max_terms_per_product = request.args.get('max_terms_per_product', 5, type=int)
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min_score = request.args.get('min_score', 0.45, type=float)
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limit = max(5, min(limit, 50))
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payload = None
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if not force_refresh:
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payload = _get_cached_pchome_growth_payload()
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if payload is None:
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engine = _create_icaim_dashboard_engine(DATABASE_PATH)
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try:
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payload = build_pchome_growth_opportunities(engine, limit=limit)
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finally:
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engine.dispose()
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payload["cache_state"] = "fresh"
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_set_pchome_growth_cache(payload)
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package = build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_package(
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payload,
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batch_size=batch_size,
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execute_search=execute_search,
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execute_retry_search=execute_retry_search,
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limit_per_product=limit_per_product,
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max_terms_per_product=max_terms_per_product,
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min_score=min_score,
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materialize_artifacts=materialize_artifacts,
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)
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package["source_endpoint"] = (
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"/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-closeout-verifier-artifact-preview-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 closeout verifier artifact materialization 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 verifier artifact materialization 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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@@ -59,6 +59,9 @@ DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CLOSEOUT_VERIFIER_INPUT_POLICY = (
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DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CLOSEOUT_VERIFIER_ARTIFACT_PREVIEW_POLICY = (
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"read_only_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_preview"
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)
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DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CLOSEOUT_VERIFIER_ARTIFACT_MATERIALIZATION_POLICY = (
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"ai_controlled_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization"
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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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@@ -3098,6 +3101,8 @@ def build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_arti
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"writes_database": False,
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},
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"verifier_manifest": verifier_manifest,
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"source_ready_no_write_verifier_receipts": ready_receipts,
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"source_blocked_no_write_verifier_receipts": blocked_receipts,
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"source_verifier_input_summary": summary,
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"next_actions": [
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"Use ready artifact preview as the input to controlled apply preflight only after fresh production truth.",
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@@ -3120,6 +3125,282 @@ def build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_arti
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}
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def _retry_exception_closeout_verifier_artifact_run_id(preview_package: dict[str, Any]) -> str:
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preview = preview_package.get("retry_exception_closeout_verifier_artifact_preview") or {}
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payload = {
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"preview_id": preview.get("preview_id") or "",
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"summary": preview_package.get("summary") or {},
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"artifact_schema_keys": [
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schema.get("key")
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for schema in preview_package.get("artifact_schemas") or []
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],
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}
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digest = hashlib.sha256(
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json.dumps(payload, ensure_ascii=False, sort_keys=True, default=str).encode("utf-8")
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).hexdigest()
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return f"pchome-retry-closeout-verifier-run-{digest[:16]}"
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def _canonical_retry_exception_artifact_bytes(payload: dict[str, Any]) -> bytes:
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return (
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json.dumps(payload, ensure_ascii=False, sort_keys=True, indent=2, default=str) + "\n"
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).encode("utf-8")
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def _resolve_retry_exception_artifact_path(root: Path, relative_path: str) -> Path:
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relative = Path(relative_path)
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if relative.is_absolute() or ".." in relative.parts:
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raise ValueError(f"unsafe artifact path: {relative_path}")
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return root / relative
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def _build_retry_exception_verifier_artifact_payloads(
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preview_package: dict[str, Any],
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run_id: str,
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) -> list[dict[str, Any]]:
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preview = preview_package.get("retry_exception_closeout_verifier_artifact_preview") or {}
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ready_receipts = list(preview_package.get("source_ready_no_write_verifier_receipts") or [])
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blocked_receipts = list(preview_package.get("source_blocked_no_write_verifier_receipts") or [])
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schemas_by_key = {
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schema.get("key"): schema
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for schema in preview_package.get("artifact_schemas") or []
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}
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subjects = [receipt.get("subject") or {} for receipt in ready_receipts]
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target_ids = sorted(
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{
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str(subject.get("target_pchome_product_id"))
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for subject in subjects
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if subject.get("target_pchome_product_id")
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}
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)
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momo_ids = sorted(
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{
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str(subject.get("momo_product_id") or subject.get("product_id"))
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for subject in subjects
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if subject.get("momo_product_id") or subject.get("product_id")
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}
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)
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common = {
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"run_id": run_id,
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"preview_id": preview.get("preview_id"),
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"source_policy": preview_package.get("policy"),
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"created_from": "retry_exception_closeout_verifier_artifact_preview",
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"created_at": preview_package.get("generated_at"),
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"safety": {
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"writes_database": False,
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"syncs_external_offers": False,
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"dispatches_telegram": False,
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"requires_production_version_truth": True,
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},
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}
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payloads = [
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{
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**common,
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"artifact_key": "retry_exception_closeout_verifier_input_artifact",
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"no_write_verifier_receipts": ready_receipts,
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"source_closeout_receipt_ids": [
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receipt.get("source_closeout_receipt_id")
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for receipt in ready_receipts
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if receipt.get("source_closeout_receipt_id")
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],
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"verification_checks": [
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{
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"receipt_id": receipt.get("receipt_id"),
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"checks": receipt.get("verification_checks") or [],
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}
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for receipt in ready_receipts
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],
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"blocked_no_write_verifier_receipts": blocked_receipts,
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},
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{
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**common,
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"artifact_key": "retry_exception_identity_readback_artifact",
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"target_pchome_product_ids": target_ids,
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"momo_product_ids": momo_ids,
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"identity_delta_status": "ready" if ready_receipts and not blocked_receipts else "blocked",
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"source_receipt_ids": [
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receipt.get("receipt_id")
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for receipt in ready_receipts
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if receipt.get("receipt_id")
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],
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},
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{
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**common,
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"artifact_key": "retry_exception_controlled_apply_preflight_artifact",
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"ready_no_write_verifier_input_count": len(ready_receipts),
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"blocked_no_write_verifier_input_count": len(blocked_receipts),
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"rollback_plan_required": True,
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"production_readback_required": True,
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"ready_for_controlled_apply_now": False,
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"next_gate": "retry_exception_controlled_apply_preflight",
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},
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]
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artifacts: list[dict[str, Any]] = []
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for payload in payloads:
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key = payload["artifact_key"]
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schema = schemas_by_key.get(key) or {}
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relative_path = str(schema.get("artifact_path_template") or "").format(run_id=run_id)
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artifact_bytes = _canonical_retry_exception_artifact_bytes(payload)
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artifacts.append({
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"key": key,
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"artifact_type": schema.get("artifact_type") or key,
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"relative_path": relative_path,
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"payload_sha256": hashlib.sha256(artifact_bytes).hexdigest(),
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"byte_count": len(artifact_bytes),
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"payload": payload,
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"materialized": False,
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"writes_database": False,
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})
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return artifacts
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def build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_package(
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payload: dict[str, Any],
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batch_size: int = 5,
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*,
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execute_search: bool = False,
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execute_retry_search: bool = False,
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limit_per_product: int = 8,
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max_terms_per_product: int = 5,
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min_score: float = 0.45,
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search_func: Any = None,
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materialize_artifacts: bool = False,
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artifact_root: str | Path | None = None,
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) -> dict[str, Any]:
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"""Build and optionally materialize verifier artifacts without database writes."""
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preview_package = build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_preview_package(
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payload,
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batch_size=batch_size,
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execute_search=execute_search,
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execute_retry_search=execute_retry_search,
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limit_per_product=limit_per_product,
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max_terms_per_product=max_terms_per_product,
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min_score=min_score,
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search_func=search_func,
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)
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preview = preview_package.get("retry_exception_closeout_verifier_artifact_preview") or {}
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materialization_ready = bool(preview.get("ready_for_future_artifact_generation"))
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run_id = _retry_exception_closeout_verifier_artifact_run_id(preview_package)
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artifact_payloads = _build_retry_exception_verifier_artifact_payloads(preview_package, run_id)
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root = Path(artifact_root) if artifact_root is not None else Path.cwd()
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materialized_artifacts: list[dict[str, Any]] = []
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if materialize_artifacts and materialization_ready:
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for artifact in artifact_payloads:
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target_path = _resolve_retry_exception_artifact_path(root, artifact["relative_path"])
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target_path.parent.mkdir(parents=True, exist_ok=True)
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target_path.write_bytes(_canonical_retry_exception_artifact_bytes(artifact["payload"]))
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materialized_artifacts.append({
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"key": artifact["key"],
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"relative_path": artifact["relative_path"],
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"absolute_path": str(target_path),
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"payload_sha256": artifact["payload_sha256"],
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"written_byte_count": target_path.stat().st_size,
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"writes_database": False,
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})
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artifact["materialized"] = True
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artifact["absolute_path"] = str(target_path)
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if not materialization_ready:
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result = "WAITING_FOR_RETRY_EXCEPTION_CLOSEOUT_VERIFIER_ARTIFACT_PREVIEW"
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elif materialize_artifacts and len(materialized_artifacts) == len(artifact_payloads):
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result = "DIRECT_MAPPING_RETRY_EXCEPTION_VERIFIER_ARTIFACTS_MATERIALIZED"
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elif materialize_artifacts:
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result = "DIRECT_MAPPING_RETRY_EXCEPTION_VERIFIER_ARTIFACT_MATERIALIZATION_PARTIAL"
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else:
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result = "DIRECT_MAPPING_RETRY_EXCEPTION_VERIFIER_ARTIFACT_MATERIALIZATION_READY"
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rollback_steps = [
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{
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"key": artifact["key"],
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"action": "delete_materialized_artifact_file",
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"relative_path": artifact["relative_path"],
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"executes_in_package": False,
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"writes_database": False,
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}
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for artifact in artifact_payloads
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]
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verifier_checks = [
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"artifact_payload_count_matches_schema_count",
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"all_artifact_payloads_include_run_id",
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"all_artifact_payloads_include_preview_id",
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"all_payload_hashes_are_sha256",
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"materialized_artifact_count_matches_payload_count_when_enabled",
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"rollback_plan_references_all_artifacts",
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"controlled_apply_preflight_artifact_present",
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"production_truth_required_before_next_apply",
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"database_write_count_is_zero",
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]
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return {
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"policy": DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_CLOSEOUT_VERIFIER_ARTIFACT_MATERIALIZATION_POLICY,
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"result": result,
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"success": bool(preview_package.get("success")),
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"generated_at": preview_package.get("generated_at"),
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"source_policy": preview_package.get("policy"),
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"stats": preview_package.get("stats") or {},
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"backlog": preview_package.get("backlog") or {},
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"summary": {
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"artifact_materialization_ready_count": 1 if materialization_ready else 0,
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"artifact_payload_count": len(artifact_payloads),
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"artifact_materialized_count": len(materialized_artifacts),
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"artifact_write_count": len(materialized_artifacts),
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"ready_closeout_no_write_verifier_input_count": int(
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(preview_package.get("summary") or {}).get("ready_closeout_no_write_verifier_input_count") or 0
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),
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"blocked_closeout_no_write_verifier_input_count": int(
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(preview_package.get("summary") or {}).get("blocked_closeout_no_write_verifier_input_count") or 0
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),
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"rollback_step_count": len(rollback_steps),
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"post_materialization_verifier_check_count": len(verifier_checks),
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"writes_database_count": 0,
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"persists_candidate_count": 0,
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},
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"artifact_materialization_package": {
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"run_id": run_id,
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"source_preview_id": preview.get("preview_id"),
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"stage": "P2_retry_exception_closeout_verifier_artifact_materialization",
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"status": result,
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"materialize_artifacts": bool(materialize_artifacts),
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"artifact_root": str(root),
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"ready_for_artifact_write": materialization_ready,
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"ready_for_controlled_apply_now": False,
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"writes_database": False,
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"rollback_action": "delete_materialized_artifact_files",
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},
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"artifact_payloads": artifact_payloads,
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"materialized_artifacts": materialized_artifacts,
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"rollback_plan": {
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"rollback_step_count": len(rollback_steps),
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"rollback_steps": rollback_steps,
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"executes_in_package": False,
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"writes_database": False,
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},
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"post_materialization_verifier": {
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"checks": verifier_checks,
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"check_count": len(verifier_checks),
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"executes_database_verifier": False,
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"writes_database": False,
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},
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"source_preview_summary": preview_package.get("summary") or {},
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"next_actions": [
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"Use materialized verifier artifacts as the only input to retry exception controlled apply preflight.",
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"Before any database persistence, require fresh production truth, rollback plan, and post-apply readback.",
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"If materialized artifacts must be reverted, delete the listed artifact files; no database rollback is needed.",
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],
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"safety": {
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"ai_controlled_apply": True,
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"materialize_artifacts": bool(materialize_artifacts),
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"writes_artifact_count": len(materialized_artifacts),
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"writes_database": False,
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"persists_candidate": False,
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"syncs_external_offers": False,
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"dispatches_telegram": False,
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"llm_calls_in_materialization": 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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@@ -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_closeout_verifier_artifact_materialization_package,
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build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_preview_package,
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build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_input_package,
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build_pchome_direct_mapping_retry_candidate_exception_resolution_closeout_package,
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@@ -880,6 +881,91 @@ def test_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_pre
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assert call_count["search"] == 2
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|
||||
def test_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_writes_artifacts(tmp_path):
|
||||
call_count = {"search": 0}
|
||||
|
||||
def fake_search(targets, limit_per_product, max_products, max_terms_per_product, min_score):
|
||||
call_count["search"] += 1
|
||||
if targets[0].get("source_artifact_id"):
|
||||
if call_count["search"] > 2:
|
||||
return True, "retry_clear", []
|
||||
return True, "retry_found", [
|
||||
{
|
||||
"product_id": "MOMO-RETRY-REVIEW",
|
||||
"name": "Direct mapping product 40ml 多款任選",
|
||||
"price": 499,
|
||||
"target_pchome_product_id": "PCH-2",
|
||||
"target_pchome_name": "Direct mapping product 40ml x2",
|
||||
"target_match_score": 0.74,
|
||||
"auto_compare_type": "manual_review",
|
||||
"target_hard_veto": False,
|
||||
},
|
||||
{
|
||||
"product_id": "MOMO-RETRY-REVIEW-2",
|
||||
"name": "Direct mapping product 40ml 限量組",
|
||||
"price": 520,
|
||||
"target_pchome_product_id": "PCH-2",
|
||||
"target_pchome_name": "Direct mapping product 40ml x2",
|
||||
"target_match_score": 0.91,
|
||||
"auto_compare_type": "manual_review",
|
||||
"target_hard_veto": False,
|
||||
},
|
||||
]
|
||||
return True, "found", [
|
||||
{
|
||||
"product_id": "MOMO-UNIT",
|
||||
"name": "Direct mapping product 40ml",
|
||||
"price": 499,
|
||||
"target_pchome_product_id": "PCH-2",
|
||||
"target_pchome_name": "Direct mapping product 40ml x2",
|
||||
"target_match_score": 0.91,
|
||||
"auto_compare_type": "unit_price",
|
||||
"target_hard_veto": True,
|
||||
}
|
||||
]
|
||||
|
||||
package = build_pchome_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_package(
|
||||
_payload(),
|
||||
batch_size=1,
|
||||
execute_search=True,
|
||||
execute_retry_search=True,
|
||||
max_terms_per_product=6,
|
||||
search_func=fake_search,
|
||||
materialize_artifacts=True,
|
||||
artifact_root=tmp_path,
|
||||
)
|
||||
|
||||
materialization = package["artifact_materialization_package"]
|
||||
assert package["policy"] == (
|
||||
"ai_controlled_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization"
|
||||
)
|
||||
assert package["result"] == "DIRECT_MAPPING_RETRY_EXCEPTION_VERIFIER_ARTIFACTS_MATERIALIZED"
|
||||
assert package["summary"]["artifact_materialization_ready_count"] == 1
|
||||
assert package["summary"]["artifact_payload_count"] == 3
|
||||
assert package["summary"]["artifact_materialized_count"] == 3
|
||||
assert package["summary"]["artifact_write_count"] == 3
|
||||
assert package["summary"]["rollback_step_count"] == 3
|
||||
assert package["summary"]["post_materialization_verifier_check_count"] == 9
|
||||
assert package["summary"]["writes_database_count"] == 0
|
||||
assert materialization["run_id"].startswith("pchome-retry-closeout-verifier-run-")
|
||||
assert materialization["ready_for_artifact_write"] is True
|
||||
assert materialization["ready_for_controlled_apply_now"] is False
|
||||
assert package["rollback_plan"]["writes_database"] is False
|
||||
assert package["post_materialization_verifier"]["writes_database"] is False
|
||||
assert package["safety"]["writes_artifact_count"] == 3
|
||||
assert package["safety"]["writes_database"] is False
|
||||
assert len(package["materialized_artifacts"]) == 3
|
||||
for artifact in package["materialized_artifacts"]:
|
||||
artifact_path = Path(artifact["absolute_path"])
|
||||
assert artifact_path.exists()
|
||||
assert hashlib.sha256(artifact_path.read_bytes()).hexdigest() == artifact["payload_sha256"]
|
||||
payload = json.loads(artifact_path.read_text(encoding="utf-8"))
|
||||
assert payload["run_id"] == materialization["run_id"]
|
||||
assert payload["preview_id"] == materialization["source_preview_id"]
|
||||
assert payload["safety"]["writes_database"] is False
|
||||
assert call_count["search"] == 2
|
||||
|
||||
|
||||
def test_ai_automation_readiness_makes_automation_visible_without_manual_primary_flow():
|
||||
readiness = build_pchome_growth_ai_automation_readiness(_payload(), batch_size=1)
|
||||
|
||||
@@ -15336,6 +15422,40 @@ def test_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_pre
|
||||
assert payload["safety"]["writes_database"] is False
|
||||
|
||||
|
||||
def test_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_route_uses_cached_payload(monkeypatch):
|
||||
from flask import Flask
|
||||
from routes import ai_routes as routes
|
||||
|
||||
monkeypatch.setattr(routes, "_get_cached_pchome_growth_payload", lambda: _payload())
|
||||
|
||||
def fail_engine(database_path):
|
||||
raise AssertionError("cached retry exception closeout verifier artifact materialization should not open a DB engine")
|
||||
|
||||
monkeypatch.setattr(routes, "_create_icaim_dashboard_engine", fail_engine)
|
||||
|
||||
app = Flask(__name__)
|
||||
with app.test_request_context(
|
||||
"/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-closeout-verifier-artifact-materialization-package?batch_size=1"
|
||||
):
|
||||
response = routes.api_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization_package.__wrapped__()
|
||||
|
||||
payload = response.get_json()
|
||||
assert payload["success"] is True
|
||||
assert payload["policy"] == (
|
||||
"ai_controlled_pchome_growth_direct_mapping_retry_candidate_exception_closeout_verifier_artifact_materialization"
|
||||
)
|
||||
assert payload["source_endpoint"] == (
|
||||
"/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-closeout-verifier-artifact-preview-package"
|
||||
)
|
||||
assert payload["result"] == "WAITING_FOR_RETRY_EXCEPTION_CLOSEOUT_VERIFIER_ARTIFACT_PREVIEW"
|
||||
assert payload["summary"]["artifact_payload_count"] == 3
|
||||
assert payload["summary"]["artifact_materialized_count"] == 0
|
||||
assert payload["artifact_materialization_package"]["materialize_artifacts"] is False
|
||||
assert payload["safety"]["writes_artifact_count"] == 0
|
||||
assert payload["safety"]["writes_database"] is False
|
||||
assert payload["safety"]["materialize_artifacts"] is False
|
||||
|
||||
|
||||
def test_ai_automation_readiness_route_defaults_to_no_search_and_uses_cached_payload(monkeypatch):
|
||||
from flask import Flask
|
||||
from routes import ai_routes as routes
|
||||
|
||||
Reference in New Issue
Block a user