From 7ee8b58180d19310ee8533c07cb7a3d672f4d954 Mon Sep 17 00:00:00 2001 From: ogt Date: Wed, 1 Jul 2026 23:02:34 +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=A7=A3=E6=B3=95=E6=94=B6=E6=96=82=E5=8C=85?= 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 | 106 ++++++++++++++++++++ tests/test_pchome_mapping_backlog_report.py | 100 ++++++++++++++++++ 3 files changed, 261 insertions(+) diff --git a/routes/ai_routes.py b/routes/ai_routes.py index ee2be40..0e01d36 100644 --- a/routes/ai_routes.py +++ b/routes/ai_routes.py @@ -2082,6 +2082,61 @@ def api_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution_p }), 500 +@ai_bp.route('/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-resolution-closeout-package') +@login_required +def api_pchome_growth_direct_mapping_retry_candidate_exception_resolution_closeout_package(): + """P2 no-write closeout package for retry candidate exception resolution.""" + 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_resolution_closeout_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_resolution_closeout_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-exception-auto-resolution-package" + ) + return jsonify(package) + except Exception as exc: + logger.error("[PChomeGrowth] direct mapping retry candidate exception resolution closeout package 讀取失敗: %s", exc, exc_info=True) + return jsonify({ + "success": False, + "error": "PChome 商品對應 retry 例外解法收斂包暫時無法讀取，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 1dd1da7..4b739b2 100644 --- a/services/pchome_mapping_backlog_service.py +++ b/services/pchome_mapping_backlog_service.py @@ -50,6 +50,9 @@ DIRECT_MAPPING_RETRY_CANDIDATE_DECISION_PACKAGE_POLICY = ( DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_POLICY = ( "read_only_pchome_growth_direct_mapping_retry_candidate_exception_auto_resolution" ) +DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_RESOLUTION_CLOSEOUT_POLICY = ( + "read_only_pchome_growth_direct_mapping_retry_candidate_exception_resolution_closeout" +) 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" @@ -2566,6 +2569,109 @@ def build_pchome_direct_mapping_retry_candidate_exception_auto_resolution_packag } +def build_pchome_direct_mapping_retry_candidate_exception_resolution_closeout_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]: + """Close out retry-candidate exception artifacts into machine-verifiable receipts.""" + auto_resolution = 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, + search_func=search_func, + ) + package = auto_resolution.get("retry_exception_auto_resolution_package") or {} + artifacts = list(package.get("retry_exception_auto_resolution_artifacts") or []) + closeout_receipts = _build_candidate_exception_resolution_closeout_receipts( + artifacts, + 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, + ) + closeout_summary = _summarize_exception_resolution_closeout_receipts(closeout_receipts) + + selected_direct_count = int((auto_resolution.get("summary") or {}).get("selected_direct_mapping_count") or 0) + artifact_count = int( + (auto_resolution.get("summary") or {}).get("retry_exception_auto_resolution_artifact_count") or 0 + ) + if not selected_direct_count: + result = "NO_DIRECT_MAPPING_TARGETS" + elif closeout_receipts: + result = "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_RESOLUTION_CLOSEOUT_READY" + elif artifact_count: + result = "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_AUTO_RESOLUTION_READY" + else: + result = "WAITING_FOR_RETRY_CANDIDATE_EXCEPTIONS" + + return { + "policy": DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_RESOLUTION_CLOSEOUT_POLICY, + "result": result, + "success": bool(auto_resolution.get("success")), + "generated_at": auto_resolution.get("generated_at"), + "source_policy": auto_resolution.get("policy"), + "stats": auto_resolution.get("stats") or {}, + "backlog": auto_resolution.get("backlog") or {}, + "summary": { + "direct_mapping_count": int((auto_resolution.get("summary") or {}).get("direct_mapping_count") or 0), + "selected_direct_mapping_count": selected_direct_count, + "upstream_retry_candidate_count": int( + (auto_resolution.get("summary") or {}).get("retry_candidate_count") or 0 + ), + "retry_candidate_decision_count": int( + (auto_resolution.get("summary") or {}).get("retry_candidate_decision_count") or 0 + ), + "retry_machine_review_exception_count": int( + (auto_resolution.get("summary") or {}).get("retry_machine_review_exception_count") or 0 + ), + "retry_exception_auto_resolution_artifact_count": artifact_count, + "retry_exception_resolution_closeout_receipt_count": len(closeout_receipts), + **closeout_summary, + "retry_exception_closeout_retry_candidate_count": closeout_summary.get("retry_candidate_count", 0), + "writes_database_count": 0, + "persists_candidate_count": 0, + }, + "retry_exception_resolution_closeout_package": { + "stage": "P2_retry_candidate_exception_resolution_closeout", + "execute_search": bool(execute_search), + "execute_retry_search": bool(execute_retry_search), + "closeout_receipts": closeout_receipts, + "resolution_mode": "ai_controlled_read_only", + "manual_review_mode": "exception_only", + }, + "upstream_retry_exception_auto_resolution_summary": auto_resolution.get("summary") or {}, + "next_actions": [ + "Route evidence-delta closeouts into no-write verifier input when identity delta is resolved.", + "Feed retry-search candidates back into retry candidate decision package when candidate_count is nonzero.", + "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 5e1256d..0655bf7 100644 --- a/tests/test_pchome_mapping_backlog_report.py +++ b/tests/test_pchome_mapping_backlog_report.py @@ -76,6 +76,7 @@ from services.pchome_mapping_backlog_service import ( 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_direct_mapping_retry_candidate_exception_resolution_closeout_package, build_pchome_growth_ai_automation_readiness, build_pchome_mapping_operator_preview, parse_pchome_product_page_evidence_html, @@ -663,6 +664,74 @@ def test_direct_mapping_retry_candidate_exception_auto_resolution_package_builds assert call_count["search"] == 2 +def test_direct_mapping_retry_candidate_exception_resolution_closeout_package_builds_receipts(): + 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_resolution_closeout_package( + _payload(), + batch_size=1, + execute_search=True, + execute_retry_search=True, + max_terms_per_product=6, + search_func=fake_search, + ) + + receipts = package["retry_exception_resolution_closeout_package"]["closeout_receipts"] + assert package["policy"] == "read_only_pchome_growth_direct_mapping_retry_candidate_exception_resolution_closeout" + assert package["result"] == "DIRECT_MAPPING_RETRY_CANDIDATE_EXCEPTION_RESOLUTION_CLOSEOUT_READY" + assert package["summary"]["retry_exception_auto_resolution_artifact_count"] == 2 + assert package["summary"]["retry_exception_resolution_closeout_receipt_count"] == 2 + assert package["summary"]["exception_resolution_closeout_receipt_count"] == 2 + assert package["summary"]["evidence_delta_closeout_count"] == 1 + assert package["summary"]["retry_search_ready_count"] == 1 + assert package["summary"]["retry_search_executed_count"] == 1 + assert package["summary"]["retry_candidate_count"] == 2 + assert receipts[0]["resolution_status"] == "AUTO_RESOLUTION_CLOSEOUT_READY" + assert receipts[0]["guardrails"]["writes_database"] is False + assert package["retry_exception_resolution_closeout_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"] == 3 + + def test_ai_automation_readiness_makes_automation_visible_without_manual_primary_flow(): readiness = build_pchome_growth_ai_automation_readiness(_payload(), batch_size=1) @@ -15023,6 +15092,37 @@ def test_direct_mapping_retry_candidate_exception_auto_resolution_route_uses_cac assert payload["safety"]["writes_database"] is False +def test_direct_mapping_retry_candidate_exception_resolution_closeout_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 resolution closeout 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-resolution-closeout-package?batch_size=1" + ): + response = routes.api_pchome_growth_direct_mapping_retry_candidate_exception_resolution_closeout_package.__wrapped__() + + payload = response.get_json() + assert payload["success"] is True + assert payload["policy"] == "read_only_pchome_growth_direct_mapping_retry_candidate_exception_resolution_closeout" + assert payload["source_endpoint"] == ( + "/api/ai/pchome-growth/mapping-backlog/direct-mapping-retry-candidate-exception-auto-resolution-package" + ) + assert payload["result"] == "WAITING_FOR_RETRY_CANDIDATE_EXCEPTIONS" + assert payload["summary"]["retry_exception_resolution_closeout_receipt_count"] == 0 + assert payload["retry_exception_resolution_closeout_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