from __future__ import annotations from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker from sqlalchemy.pool import StaticPool from app.services.document_intelligence import DocumentIntelligenceService, build_document_insight def test_build_document_insight_prefers_transport_for_didi_text_with_hotel_noise() -> None: insight = build_document_insight( filename="didi-trip.png", summary="滴滴出行行程单", text="滴滴出行电子发票 订单号 12345678 上车点 深圳湾 下车点 后海 全季酒店 里程 12.4 公里 金额 48 元", ) assert insight.document_type == "taxi_receipt" assert insight.document_type_label == "出租车/网约车票据" assert insight.scene_code == "transport" assert any(field.label == "金额" and field.value == "48元" for field in insight.fields) def test_document_intelligence_service_uses_rule_result_when_preview_available() -> None: engine = create_engine( "sqlite+pysqlite:///:memory:", connect_args={"check_same_thread": False}, poolclass=StaticPool, ) session = sessionmaker(bind=engine, autoflush=False, autocommit=False)() try: insight = DocumentIntelligenceService(session).build_document_insight( filename="mixed-noise.png", summary="OCR 混入酒店名称", text="全季酒店 滴滴出行 订单号 12345678 上车 下车 金额 52 元", preview_data_url="data:image/png;base64,ZmFrZQ==", ) finally: session.close() assert insight.document_type == "taxi_receipt" assert insight.classification_source == "rule" def test_document_intelligence_extracts_larger_decimal_amount_from_multiple_candidates() -> None: insight = build_document_insight( filename="taxi-amount.png", summary="滴滴出行电子行程单", text="滴滴出行 支付金额 1 元,实付 13.4 元,订单号 12345678", ) assert any(field.label == "金额" and field.value == "13.4元" for field in insight.fields) def test_document_intelligence_service_keeps_rule_fields_without_model_correction() -> None: engine = create_engine( "sqlite+pysqlite:///:memory:", connect_args={"check_same_thread": False}, poolclass=StaticPool, ) session = sessionmaker(bind=engine, autoflush=False, autocommit=False)() try: insight = DocumentIntelligenceService(session).build_document_insight( filename="didi-corrected.png", summary="滴滴出行电子行程单", text="滴滴出行 支付金额 1 元 订单号 12345678", preview_data_url="data:image/png;base64,ZmFrZQ==", ) finally: session.close() assert any(field.label == "金额" and field.value == "1元" for field in insight.fields) assert insight.warnings == ()