From f02cfd25c532dcb0aea1320be9f94dd33bf91310 Mon Sep 17 00:00:00 2001 From: ogt Date: Wed, 1 Jul 2026 21:38:09 +0800 Subject: [PATCH] =?UTF-8?q?=E8=A3=9C=E9=BD=8A=20PChome=20retry=20=E4=BE=8B?= =?UTF-8?q?=E5=A4=96=E8=87=AA=E5=8B=95=E8=A7=A3=E6=B3=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- routes/ai_routes.py | 55 +++++++++++ services/pchome_mapping_backlog_service.py | 96 +++++++++++++++++++ tests/test_pchome_mapping_backlog_report.py | 101 ++++++++++++++++++++ 3 files changed, 252 insertions(+) diff --git a/routes/ai_routes.py b/routes/ai_routes.py index f4a2072..ee2be40 100644 --- a/routes/ai_routes.py +++ b/routes/ai_routes.py @@ -2027,6 +2027,61 @@ def api_pchome_growth_direct_mapping_retry_candidate_decision_package(): }), 500 +@ai_bp.route('/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-auto-resolution-package') +@login_required +def api_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution_package(): + """P2 no-write auto-resolution package for retry candidate exceptions.""" + try: + from config import DATABASE_PATH + from services.pchome_revenue_growth_service import build_pchome_growth_opportunities + from services.pchome_mapping_backlog_service import ( + build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_package, + ) + + force_refresh = str(request.args.get('refresh') or '').strip().lower() in {'1', 'true', 'yes'} + execute_search = str(request.args.get('execute_search') or '').strip().lower() in {'1', 'true', 'yes'} + execute_retry_search = str(request.args.get('execute_retry_search') or '').strip().lower() in {'1', 'true', 'yes'} + limit = request.args.get('limit', 20, type=int) + batch_size = request.args.get('batch_size', 5, type=int) + limit_per_product = request.args.get('limit_per_product', 8, type=int) + max_terms_per_product = request.args.get('max_terms_per_product', 5, type=int) + min_score = request.args.get('min_score', 0.45, type=float) + limit = max(5, min(limit, 50)) + + payload = None + if not force_refresh: + payload = _get_cached_pchome_growth_payload() + + if payload is None: + engine = _create_icaim_dashboard_engine(DATABASE_PATH) + try: + payload = build_pchome_growth_opportunities(engine, limit=limit) + finally: + engine.dispose() + payload["cache_state"] = "fresh" + _set_pchome_growth_cache(payload) + + package = build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_package( + payload, + batch_size=batch_size, + execute_search=execute_search, + execute_retry_search=execute_retry_search, + limit_per_product=limit_per_product, + max_terms_per_product=max_terms_per_product, + min_score=min_score, + ) + package["source_endpoint"] = ( + "/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-decision-package" + ) + return jsonify(package) + except Exception as exc: + logger.error("[PChomeGrowth] direct mapping retry candidate exception auto-resolution package 讀取失敗: %s", exc, exc_info=True) + return jsonify({ + "success": False, + "error": "PChome 商品對應 retry 例外自動解法包暫時無法讀取，請稍後再試。", + }), 500 + + @ai_bp.route('/api/ai/pchome-growth/ai-automation-readiness') @login_required def api_pchome_growth_ai_automation_readiness(): diff --git a/services/pchome_mapping_backlog_service.py b/services/pchome_mapping_backlog_service.py index 0cbabf0..1dd1da7 100644 --- a/services/pchome_mapping_backlog_service.py +++ b/services/pchome_mapping_backlog_service.py @@ -47,6 +47,9 @@ DIRECT_MAPPING_CANDIDATE_EXCEPTION_RESOLUTION_CLOSEOUT_POLICY = ( DIRECT_MAPPING_RETRY_CANDIDATE_DECISION_PACKAGE_POLICY = ( "read_only_pchome_growth_direct_mapping_retry_candidate_decision_package" ) +DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_POLICY = ( + "read_only_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution" +) AI_AUTOMATION_READINESS_POLICY = "read_only_pchome_growth_ai_automation_readiness" EVIDENCE_ENRICHMENT_PREVIEW_POLICY = "read_only_pchome_growth_evidence_enrichment_preview" EVIDENCE_SOURCE_PREVIEW_POLICY = "read_only_pchome_growth_evidence_source_preview" @@ -2470,6 +2473,99 @@ def build_pchome_direct_mapping_retry_candidate_decision_package( } +def build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_package( + payload: dict[str, Any], + batch_size: int = 5, + *, + execute_search: bool = False, + execute_retry_search: bool = False, + limit_per_product: int = 8, + max_terms_per_product: int = 5, + min_score: float = 0.45, + search_func: Any = None, +) -> dict[str, Any]: + """Build retry-exception auto-resolution artifacts without routing to human review.""" + retry_package = build_pchome_direct_mapping_retry_candidate_decision_package( + payload, + batch_size=batch_size, + execute_search=execute_search, + execute_retry_search=execute_retry_search, + limit_per_product=limit_per_product, + max_terms_per_product=max_terms_per_product, + min_score=min_score, + search_func=search_func, + ) + package = retry_package.get("retry_candidate_decision_package") or {} + retry_exception_receipts = list(package.get("machine_review_exception_receipts") or []) + artifacts = _build_candidate_exception_auto_resolution_artifacts(retry_exception_receipts) + artifact_summary = _summarize_exception_auto_resolution_artifacts(artifacts) + + selected_direct_count = int((retry_package.get("summary") or {}).get("selected_direct_mapping_count") or 0) + retry_decision_count = int((retry_package.get("summary") or {}).get("retry_candidate_decision_count") or 0) + if not selected_direct_count: + result = "NO_DIRECT_MAPPING_TARGETS" + elif artifacts: + result = "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_READY" + elif retry_decision_count: + result = "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTIONS_CLEAR" + else: + result = "WAITING_FOR_RETRY_CANDIDATE_DECISIONS" + + return { + "policy": DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_POLICY, + "result": result, + "success": bool(retry_package.get("success")), + "generated_at": retry_package.get("generated_at"), + "source_policy": retry_package.get("policy"), + "stats": retry_package.get("stats") or {}, + "backlog": retry_package.get("backlog") or {}, + "summary": { + "direct_mapping_count": int((retry_package.get("summary") or {}).get("direct_mapping_count") or 0), + "selected_direct_mapping_count": selected_direct_count, + "retry_candidate_count": int((retry_package.get("summary") or {}).get("retry_candidate_count") or 0), + "retry_candidate_decision_count": retry_decision_count, + "retry_no_write_verifier_input_count": int( + (retry_package.get("summary") or {}).get("retry_no_write_verifier_input_count") or 0 + ), + "retry_machine_review_exception_count": len(retry_exception_receipts), + "retry_exception_auto_resolution_artifact_count": len(artifacts), + "ready_for_no_write_verifier_count": int( + (retry_package.get("summary") or {}).get("ready_for_no_write_verifier_count") or 0 + ), + **artifact_summary, + "writes_database_count": 0, + "persists_candidate_count": 0, + }, + "retry_exception_auto_resolution_package": { + "stage": "P2_retry_candidate_exception_auto_resolution", + "execute_search": bool(execute_search), + "execute_retry_search": bool(execute_retry_search), + "retry_machine_review_exception_receipts": retry_exception_receipts, + "retry_exception_auto_resolution_artifacts": artifacts, + "resolution_mode": "ai_controlled_read_only", + "manual_review_mode": "exception_only", + }, + "upstream_retry_decision_summary": retry_package.get("summary") or {}, + "next_actions": [ + "Feed retry exception artifacts into a retry exception closeout package before another search cycle.", + "Send ready no-write verifier receipts into verifier artifact preview before any persistence.", + "Keep database writes behind controlled apply, rollback, verifier, and production readback.", + ], + "safety": { + "read_only_preview": True, + "executes_search": bool(execute_search), + "executes_retry_search": bool(execute_retry_search), + "writes_database": False, + "persists_candidate": False, + "syncs_external_offers": False, + "dispatches_telegram": False, + "llm_calls_in_preview": False, + "gemini_allowed": False, + "requires_production_version_truth": True, + }, + } + + def build_pchome_evidence_enrichment_preview(payload: dict[str, Any], batch_size: int = 5) -> dict[str, Any]: """Build a read-only evidence enrichment package for mapping targets.""" operator_preview = build_pchome_mapping_operator_preview(payload, batch_size=batch_size) diff --git a/tests/test_pchome_mapping_backlog_report.py b/tests/test_pchome_mapping_backlog_report.py index 837111b..5e1256d 100644 --- a/tests/test_pchome_mapping_backlog_report.py +++ b/tests/test_pchome_mapping_backlog_report.py @@ -75,6 +75,7 @@ from services.pchome_mapping_backlog_service import ( build_pchome_direct_mapping_candidate_exception_auto_resolution_package, build_pchome_direct_mapping_candidate_exception_resolution_closeout_package, build_pchome_direct_mapping_retry_candidate_decision_package, + build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_package, build_pchome_growth_ai_automation_readiness, build_pchome_mapping_operator_preview, parse_pchome_product_page_evidence_html, @@ -593,6 +594,75 @@ def test_direct_mapping_retry_candidate_decision_package_routes_retry_candidates assert call_count["search"] == 2 +def test_direct_mapping_retry_candidate_exception_auto_resolution_package_builds_artifacts(): + 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"): + 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-VETO", + "name": "Direct mapping product 40ml 單入", + "price": 520, + "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, + }, + ] + 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_auto_resolution_package( + _payload(), + batch_size=1, + execute_search=True, + execute_retry_search=True, + max_terms_per_product=6, + search_func=fake_search, + ) + + artifacts = package["retry_exception_auto_resolution_package"]["retry_exception_auto_resolution_artifacts"] + assert package["policy"] == "read_only_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution" + assert package["result"] == "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_READY" + assert package["summary"]["retry_candidate_count"] == 2 + assert package["summary"]["retry_candidate_decision_count"] == 2 + assert package["summary"]["retry_machine_review_exception_count"] == 2 + assert package["summary"]["retry_exception_auto_resolution_artifact_count"] == 2 + assert package["summary"]["variant_bundle_discriminator_count"] == 1 + assert package["summary"]["named_candidate_evidence_delta_count"] == 1 + assert package["summary"]["unit_basis_search_expansion_count"] == 1 + assert package["summary"]["writes_database_count"] == 0 + assert artifacts[0]["resolution_status"] == "AUTO_RESOLUTION_ARTIFACT_READY" + assert artifacts[0]["guardrails"]["writes_database"] is False + assert package["retry_exception_auto_resolution_package"]["resolution_mode"] == "ai_controlled_read_only" + assert package["safety"]["executes_retry_search"] is True + assert package["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) @@ -14922,6 +14992,37 @@ def test_direct_mapping_retry_candidate_decision_route_uses_cached_payload(monke assert payload["safety"]["writes_database"] is False +def test_direct_mapping_retry_candidate_exception_auto_resolution_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 candidate exception auto-resolution package 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-auto-resolution-package?batch_size=1" + ): + response = routes.api_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution_package.__wrapped__() + + payload = response.get_json() + assert payload["success"] is True + assert payload["policy"] == "read_only_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution" + assert payload["source_endpoint"] == ( + "/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-decision-package" + ) + assert payload["result"] == "WAITING_FOR_RETRY_CANDIDATE_DECISIONS" + assert payload["summary"]["retry_exception_auto_resolution_artifact_count"] == 0 + assert payload["retry_exception_auto_resolution_package"]["resolution_mode"] == "ai_controlled_read_only" + assert payload["safety"]["executes_search"] is False + assert payload["safety"]["executes_retry_search"] is False + assert payload["safety"]["writes_database"] 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