feat: simplify layout model selection and archive proposals
Changes: - Replace PP-Structure 7-slider parameter UI with simple 3-option layout model selector - Add layout model mapping: chinese (PP-DocLayout-S), default (PubLayNet), cdla - Add LayoutModelSelector component and zh-TW translations - Fix "default" model behavior with sentinel value for PubLayNet - Add gap filling service for OCR track coverage improvement - Add PP-Structure debug utilities - Archive completed/incomplete proposals: - add-ocr-track-gap-filling (complete) - fix-ocr-track-table-rendering (incomplete) - simplify-ppstructure-model-selection (22/25 tasks) - Add new layout model tests, archive old PP-Structure param tests - Update OpenSpec ocr-processing spec with layout model requirements 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
egg
332
backend/tests/api/test_layout_model_api.py
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332
backend/tests/api/test_layout_model_api.py
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@@ -0,0 +1,332 @@
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"""
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API integration tests for Layout Model Selection feature.
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This replaces the deprecated PP-StructureV3 parameter tests.
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"""
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import pytest
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from fastapi.testclient import TestClient
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from unittest.mock import patch
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from app.main import app
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from app.core.database import get_db
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from app.models.user import User
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from app.models.task import Task, TaskStatus, TaskFile
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@pytest.fixture
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def client():
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"""Create test client"""
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return TestClient(app)
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@pytest.fixture
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def test_user(db_session):
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"""Create test user"""
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user = User(
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email="test@example.com",
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hashed_password="test_hash",
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is_active=True
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)
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db_session.add(user)
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db_session.commit()
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db_session.refresh(user)
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return user
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@pytest.fixture
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def test_task(db_session, test_user):
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"""Create test task with uploaded file"""
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task = Task(
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user_id=test_user.id,
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task_id="test-task-123",
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filename="test.pdf",
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status=TaskStatus.PENDING
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)
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db_session.add(task)
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db_session.commit()
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db_session.refresh(task)
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# Add task file
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task_file = TaskFile(
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task_id=task.id,
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original_name="test.pdf",
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stored_path="/tmp/test.pdf",
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file_size=1024,
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mime_type="application/pdf"
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)
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db_session.add(task_file)
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db_session.commit()
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return task
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class TestLayoutModelSchema:
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"""Test LayoutModel and ProcessingOptions schema validation"""
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def test_processing_options_accepts_layout_model(self):
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"""Verify ProcessingOptions schema accepts layout_model parameter"""
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from app.schemas.task import ProcessingOptions, LayoutModelEnum
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options = ProcessingOptions(
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use_dual_track=True,
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language='ch',
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layout_model=LayoutModelEnum.CHINESE
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)
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assert options.layout_model == LayoutModelEnum.CHINESE
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def test_layout_model_enum_values(self):
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"""Verify all layout model enum values are valid"""
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from app.schemas.task import LayoutModelEnum
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assert LayoutModelEnum.CHINESE.value == "chinese"
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assert LayoutModelEnum.DEFAULT.value == "default"
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assert LayoutModelEnum.CDLA.value == "cdla"
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def test_default_layout_model_is_chinese(self):
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"""Verify default layout model is 'chinese' for best Chinese document support"""
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from app.schemas.task import ProcessingOptions
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options = ProcessingOptions()
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# Default should be chinese
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assert options.layout_model.value == "chinese"
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def test_layout_model_string_values_accepted(self):
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"""Verify string values are accepted for layout_model"""
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from app.schemas.task import ProcessingOptions
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# String values should be converted to enum
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options = ProcessingOptions(layout_model="default")
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assert options.layout_model.value == "default"
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options = ProcessingOptions(layout_model="cdla")
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assert options.layout_model.value == "cdla"
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def test_invalid_layout_model_rejected(self):
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"""Verify invalid layout model values are rejected"""
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from app.schemas.task import ProcessingOptions
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from pydantic import ValidationError
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with pytest.raises(ValidationError):
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ProcessingOptions(layout_model="invalid_model")
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class TestStartTaskEndpoint:
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"""Test /tasks/{task_id}/start endpoint with layout_model parameter"""
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@patch('app.routers.tasks.process_task_ocr')
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def test_start_task_with_layout_model(self, mock_process_ocr, client, test_task, db_session):
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"""Verify layout_model is accepted and passed to OCR service"""
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# Override get_db dependency
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def override_get_db():
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try:
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yield db_session
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finally:
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pass
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# Override auth dependency
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def override_get_current_user():
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return test_task.user
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app.dependency_overrides[get_db] = override_get_db
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from app.core.deps import get_current_user
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app.dependency_overrides[get_current_user] = override_get_current_user
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# Request body with layout_model
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request_body = {
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"use_dual_track": True,
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"language": "ch",
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"layout_model": "chinese"
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}
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# Make API call
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response = client.post(
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f"/api/v2/tasks/{test_task.task_id}/start",
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json=request_body
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)
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# Verify response
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assert response.status_code == 200
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data = response.json()
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assert data['status'] == 'processing'
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# Verify background task was called with layout_model
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mock_process_ocr.assert_called_once()
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call_kwargs = mock_process_ocr.call_args[1]
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assert 'layout_model' in call_kwargs
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assert call_kwargs['layout_model'] == 'chinese'
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# Clean up
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app.dependency_overrides.clear()
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@patch('app.routers.tasks.process_task_ocr')
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def test_start_task_with_default_model(self, mock_process_ocr, client, test_task, db_session):
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"""Verify 'default' layout model is accepted"""
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def override_get_db():
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try:
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yield db_session
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finally:
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pass
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def override_get_current_user():
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return test_task.user
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app.dependency_overrides[get_db] = override_get_db
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from app.core.deps import get_current_user
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app.dependency_overrides[get_current_user] = override_get_current_user
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request_body = {
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"use_dual_track": True,
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"layout_model": "default"
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}
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response = client.post(
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f"/api/v2/tasks/{test_task.task_id}/start",
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json=request_body
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)
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assert response.status_code == 200
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mock_process_ocr.assert_called_once()
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call_kwargs = mock_process_ocr.call_args[1]
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assert call_kwargs['layout_model'] == 'default'
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app.dependency_overrides.clear()
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@patch('app.routers.tasks.process_task_ocr')
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def test_start_task_with_cdla_model(self, mock_process_ocr, client, test_task, db_session):
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"""Verify 'cdla' layout model is accepted"""
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def override_get_db():
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try:
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yield db_session
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finally:
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pass
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def override_get_current_user():
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return test_task.user
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app.dependency_overrides[get_db] = override_get_db
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from app.core.deps import get_current_user
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app.dependency_overrides[get_current_user] = override_get_current_user
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request_body = {
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"use_dual_track": True,
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"layout_model": "cdla"
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}
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response = client.post(
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f"/api/v2/tasks/{test_task.task_id}/start",
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json=request_body
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)
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assert response.status_code == 200
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mock_process_ocr.assert_called_once()
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call_kwargs = mock_process_ocr.call_args[1]
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assert call_kwargs['layout_model'] == 'cdla'
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app.dependency_overrides.clear()
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@patch('app.routers.tasks.process_task_ocr')
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def test_start_task_without_layout_model_uses_default(self, mock_process_ocr, client, test_task, db_session):
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"""Verify task can start without layout_model (uses 'chinese' as default)"""
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def override_get_db():
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try:
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yield db_session
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finally:
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pass
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def override_get_current_user():
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return test_task.user
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app.dependency_overrides[get_db] = override_get_db
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from app.core.deps import get_current_user
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app.dependency_overrides[get_current_user] = override_get_current_user
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# Request without layout_model
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request_body = {
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"use_dual_track": True,
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"language": "ch"
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}
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response = client.post(
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f"/api/v2/tasks/{test_task.task_id}/start",
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json=request_body
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)
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assert response.status_code == 200
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mock_process_ocr.assert_called_once()
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call_kwargs = mock_process_ocr.call_args[1]
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# layout_model should default to 'chinese'
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assert call_kwargs['layout_model'] == 'chinese'
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app.dependency_overrides.clear()
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def test_start_task_with_invalid_layout_model(self, client, test_task, db_session):
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"""Verify invalid layout_model returns 422 validation error"""
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def override_get_db():
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try:
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yield db_session
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finally:
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pass
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def override_get_current_user():
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return test_task.user
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app.dependency_overrides[get_db] = override_get_db
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from app.core.deps import get_current_user
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app.dependency_overrides[get_current_user] = override_get_current_user
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# Request with invalid layout_model
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request_body = {
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"use_dual_track": True,
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"layout_model": "invalid_model"
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}
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response = client.post(
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f"/api/v2/tasks/{test_task.task_id}/start",
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json=request_body
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)
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# Should return validation error
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assert response.status_code == 422
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app.dependency_overrides.clear()
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class TestOpenAPISchema:
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"""Test OpenAPI schema includes layout_model parameter"""
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def test_openapi_schema_includes_layout_model(self, client):
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"""Verify OpenAPI schema documents layout_model parameter"""
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response = client.get("/openapi.json")
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assert response.status_code == 200
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schema = response.json()
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# Check LayoutModelEnum schema exists
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assert 'LayoutModelEnum' in schema['components']['schemas']
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model_schema = schema['components']['schemas']['LayoutModelEnum']
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# Verify all 3 model options are documented
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assert 'chinese' in model_schema['enum']
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assert 'default' in model_schema['enum']
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assert 'cdla' in model_schema['enum']
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# Verify ProcessingOptions includes layout_model
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options_schema = schema['components']['schemas']['ProcessingOptions']
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assert 'layout_model' in options_schema['properties']
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if __name__ == '__main__':
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pytest.main([__file__, '-v'])
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@@ -1,349 +0,0 @@
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"""
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API integration tests for PP-StructureV3 parameter customization
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"""
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import pytest
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import json
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from fastapi.testclient import TestClient
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from pathlib import Path
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from unittest.mock import Mock, patch
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from app.main import app
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from app.core.database import get_db
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from app.models.user import User
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from app.models.task import Task, TaskStatus, TaskFile
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@pytest.fixture
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def client():
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"""Create test client"""
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return TestClient(app)
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@pytest.fixture
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def test_user(db_session):
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"""Create test user"""
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user = User(
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email="test@example.com",
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hashed_password="test_hash",
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is_active=True
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)
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db_session.add(user)
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db_session.commit()
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db_session.refresh(user)
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return user
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@pytest.fixture
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def test_task(db_session, test_user):
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"""Create test task with uploaded file"""
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task = Task(
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user_id=test_user.id,
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task_id="test-task-123",
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filename="test.pdf",
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status=TaskStatus.PENDING
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)
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db_session.add(task)
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db_session.commit()
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db_session.refresh(task)
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# Add task file
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task_file = TaskFile(
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task_id=task.id,
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original_name="test.pdf",
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stored_path="/tmp/test.pdf",
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file_size=1024,
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mime_type="application/pdf"
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)
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db_session.add(task_file)
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db_session.commit()
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return task
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@pytest.fixture
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def auth_headers(test_user):
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"""Create auth headers for API calls"""
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# Mock JWT token
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return {"Authorization": "Bearer test_token"}
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class TestProcessingOptionsSchema:
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"""Test ProcessingOptions schema validation"""
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def test_processing_options_accepts_pp_structure_params(self):
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"""Verify ProcessingOptions schema accepts pp_structure_params"""
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from app.schemas.task import ProcessingOptions, PPStructureV3Params
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# Valid params
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params = PPStructureV3Params(
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layout_detection_threshold=0.15,
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layout_nms_threshold=0.2,
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text_det_thresh=0.25,
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layout_merge_bboxes_mode='small'
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)
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options = ProcessingOptions(
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use_dual_track=True,
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language='ch',
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pp_structure_params=params
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)
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assert options.pp_structure_params is not None
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assert options.pp_structure_params.layout_detection_threshold == 0.15
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def test_ppstructure_params_validation_min_max(self):
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"""Verify parameter validation (min/max constraints)"""
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from app.schemas.task import PPStructureV3Params
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from pydantic import ValidationError
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# Invalid: threshold > 1
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with pytest.raises(ValidationError):
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PPStructureV3Params(layout_detection_threshold=1.5)
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# Invalid: threshold < 0
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with pytest.raises(ValidationError):
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PPStructureV3Params(layout_nms_threshold=-0.1)
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# Valid: within range
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params = PPStructureV3Params(
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layout_detection_threshold=0.5,
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layout_nms_threshold=0.3
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)
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assert params.layout_detection_threshold == 0.5
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def test_ppstructure_params_merge_mode_validation(self):
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"""Verify merge mode validation"""
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from app.schemas.task import PPStructureV3Params
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from pydantic import ValidationError
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# Valid modes
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for mode in ['small', 'large', 'union']:
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params = PPStructureV3Params(layout_merge_bboxes_mode=mode)
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assert params.layout_merge_bboxes_mode == mode
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# Invalid mode
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with pytest.raises(ValidationError):
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PPStructureV3Params(layout_merge_bboxes_mode='invalid')
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def test_ppstructure_params_optional_fields(self):
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"""Verify all fields are optional"""
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from app.schemas.task import PPStructureV3Params
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# Empty params should be valid
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params = PPStructureV3Params()
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assert params.model_dump(exclude_none=True) == {}
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# Partial params should be valid
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params = PPStructureV3Params(layout_detection_threshold=0.2)
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data = params.model_dump(exclude_none=True)
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assert 'layout_detection_threshold' in data
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assert 'layout_nms_threshold' not in data
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class TestStartTaskEndpoint:
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"""Test /tasks/{task_id}/start endpoint with PP-StructureV3 params"""
|
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|
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@patch('app.routers.tasks.process_task_ocr')
|
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def test_start_task_with_custom_params(self, mock_process_ocr, client, test_task, auth_headers, db_session):
|
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"""Verify custom PP-StructureV3 params are accepted and passed to OCR service"""
|
||||
|
||||
# Override get_db dependency
|
||||
def override_get_db():
|
||||
try:
|
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yield db_session
|
||||
finally:
|
||||
pass
|
||||
|
||||
# Override auth dependency
|
||||
def override_get_current_user():
|
||||
return test_task.user
|
||||
|
||||
app.dependency_overrides[get_db] = override_get_db
|
||||
from app.core.deps import get_current_user
|
||||
app.dependency_overrides[get_current_user] = override_get_current_user
|
||||
|
||||
# Request body with custom params
|
||||
request_body = {
|
||||
"use_dual_track": True,
|
||||
"language": "ch",
|
||||
"pp_structure_params": {
|
||||
"layout_detection_threshold": 0.15,
|
||||
"layout_nms_threshold": 0.2,
|
||||
"text_det_thresh": 0.25,
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||||
"layout_merge_bboxes_mode": "small"
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||||
}
|
||||
}
|
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|
||||
# Make API call
|
||||
response = client.post(
|
||||
f"/api/v2/tasks/{test_task.task_id}/start",
|
||||
json=request_body
|
||||
)
|
||||
|
||||
# Verify response
|
||||
assert response.status_code == 200
|
||||
data = response.json()
|
||||
assert data['status'] == 'processing'
|
||||
|
||||
# Verify background task was called with custom params
|
||||
mock_process_ocr.assert_called_once()
|
||||
call_kwargs = mock_process_ocr.call_args[1]
|
||||
|
||||
assert 'pp_structure_params' in call_kwargs
|
||||
assert call_kwargs['pp_structure_params']['layout_detection_threshold'] == 0.15
|
||||
assert call_kwargs['pp_structure_params']['text_det_thresh'] == 0.25
|
||||
|
||||
# Clean up
|
||||
app.dependency_overrides.clear()
|
||||
|
||||
@patch('app.routers.tasks.process_task_ocr')
|
||||
def test_start_task_without_custom_params(self, mock_process_ocr, client, test_task, auth_headers, db_session):
|
||||
"""Verify task can start without custom params (backward compatibility)"""
|
||||
|
||||
# Override dependencies
|
||||
def override_get_db():
|
||||
try:
|
||||
yield db_session
|
||||
finally:
|
||||
pass
|
||||
|
||||
def override_get_current_user():
|
||||
return test_task.user
|
||||
|
||||
app.dependency_overrides[get_db] = override_get_db
|
||||
from app.core.deps import get_current_user
|
||||
app.dependency_overrides[get_current_user] = override_get_current_user
|
||||
|
||||
# Request without pp_structure_params
|
||||
request_body = {
|
||||
"use_dual_track": True,
|
||||
"language": "ch"
|
||||
}
|
||||
|
||||
response = client.post(
|
||||
f"/api/v2/tasks/{test_task.task_id}/start",
|
||||
json=request_body
|
||||
)
|
||||
|
||||
assert response.status_code == 200
|
||||
|
||||
# Verify background task was called
|
||||
mock_process_ocr.assert_called_once()
|
||||
call_kwargs = mock_process_ocr.call_args[1]
|
||||
|
||||
# pp_structure_params should be None (not provided)
|
||||
assert call_kwargs['pp_structure_params'] is None
|
||||
|
||||
app.dependency_overrides.clear()
|
||||
|
||||
@patch('app.routers.tasks.process_task_ocr')
|
||||
def test_start_task_with_partial_params(self, mock_process_ocr, client, test_task, auth_headers, db_session):
|
||||
"""Verify partial custom params are accepted"""
|
||||
|
||||
# Override dependencies
|
||||
def override_get_db():
|
||||
try:
|
||||
yield db_session
|
||||
finally:
|
||||
pass
|
||||
|
||||
def override_get_current_user():
|
||||
return test_task.user
|
||||
|
||||
app.dependency_overrides[get_db] = override_get_db
|
||||
from app.core.deps import get_current_user
|
||||
app.dependency_overrides[get_current_user] = override_get_current_user
|
||||
|
||||
# Request with only some params
|
||||
request_body = {
|
||||
"use_dual_track": True,
|
||||
"pp_structure_params": {
|
||||
"layout_detection_threshold": 0.1
|
||||
# Other params omitted
|
||||
}
|
||||
}
|
||||
|
||||
response = client.post(
|
||||
f"/api/v2/tasks/{test_task.task_id}/start",
|
||||
json=request_body
|
||||
)
|
||||
|
||||
assert response.status_code == 200
|
||||
|
||||
# Verify only specified param was included
|
||||
mock_process_ocr.assert_called_once()
|
||||
call_kwargs = mock_process_ocr.call_args[1]
|
||||
pp_params = call_kwargs['pp_structure_params']
|
||||
|
||||
assert 'layout_detection_threshold' in pp_params
|
||||
assert 'layout_nms_threshold' not in pp_params
|
||||
|
||||
app.dependency_overrides.clear()
|
||||
|
||||
def test_start_task_with_invalid_params(self, client, test_task, db_session):
|
||||
"""Verify invalid params return 422 validation error"""
|
||||
|
||||
# Override dependencies
|
||||
def override_get_db():
|
||||
try:
|
||||
yield db_session
|
||||
finally:
|
||||
pass
|
||||
|
||||
def override_get_current_user():
|
||||
return test_task.user
|
||||
|
||||
app.dependency_overrides[get_db] = override_get_db
|
||||
from app.core.deps import get_current_user
|
||||
app.dependency_overrides[get_current_user] = override_get_current_user
|
||||
|
||||
# Request with invalid threshold (> 1)
|
||||
request_body = {
|
||||
"use_dual_track": True,
|
||||
"pp_structure_params": {
|
||||
"layout_detection_threshold": 1.5 # Invalid!
|
||||
}
|
||||
}
|
||||
|
||||
response = client.post(
|
||||
f"/api/v2/tasks/{test_task.task_id}/start",
|
||||
json=request_body
|
||||
)
|
||||
|
||||
# Should return validation error
|
||||
assert response.status_code == 422
|
||||
|
||||
app.dependency_overrides.clear()
|
||||
|
||||
|
||||
class TestOpenAPISchema:
|
||||
"""Test OpenAPI schema includes PP-StructureV3 params"""
|
||||
|
||||
def test_openapi_schema_includes_ppstructure_params(self, client):
|
||||
"""Verify OpenAPI schema documents PP-StructureV3 parameters"""
|
||||
response = client.get("/openapi.json")
|
||||
assert response.status_code == 200
|
||||
|
||||
schema = response.json()
|
||||
|
||||
# Check PPStructureV3Params schema exists
|
||||
assert 'PPStructureV3Params' in schema['components']['schemas']
|
||||
|
||||
params_schema = schema['components']['schemas']['PPStructureV3Params']
|
||||
|
||||
# Verify all 7 parameters are documented
|
||||
assert 'layout_detection_threshold' in params_schema['properties']
|
||||
assert 'layout_nms_threshold' in params_schema['properties']
|
||||
assert 'layout_merge_bboxes_mode' in params_schema['properties']
|
||||
assert 'layout_unclip_ratio' in params_schema['properties']
|
||||
assert 'text_det_thresh' in params_schema['properties']
|
||||
assert 'text_det_box_thresh' in params_schema['properties']
|
||||
assert 'text_det_unclip_ratio' in params_schema['properties']
|
||||
|
||||
# Verify ProcessingOptions includes pp_structure_params
|
||||
options_schema = schema['components']['schemas']['ProcessingOptions']
|
||||
assert 'pp_structure_params' in options_schema['properties']
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
pytest.main([__file__, '-v'])
|
||||
Reference in New Issue
Block a user