X-Financial/server/tests/test_document_intelligence.py

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 == ()