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補齊 PChome retry 例外解法收斂包
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ogt
2026-07-01 23:02:34 +08:00
parent f02cfd25c5
commit 7ee8b58180
3 changed files with 261 additions and 0 deletions
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55
routes/ai_routes.py
View File

@@ -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():

106
services/pchome_mapping_backlog_service.py
View File

@@ -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)

100
tests/test_pchome_mapping_backlog_report.py
View File

@@ -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