Implement user-configurable PP-StructureV3 parameters to allow fine-tuning OCR behavior
from the frontend. This addresses issues with over-merging, missing small text, and
document-specific optimization needs.
Backend:
- Add PPStructureV3Params schema with 7 adjustable parameters
- Update OCR service to accept custom parameters with smart caching
- Modify /tasks/{task_id}/start endpoint to receive params in request body
- Parameter priority: custom > settings default
- Conditional caching (no cache for custom params to avoid pollution)
Frontend:
- Create PPStructureParams component with collapsible UI
- Add 3 presets: default, high-quality, fast
- Implement localStorage persistence for user parameters
- Add import/export JSON functionality
- Integrate into ProcessingPage with conditional rendering
Testing:
- Unit tests: 7/10 passing (core functionality verified)
- API integration tests for schema validation
- E2E tests with authentication support
- Performance benchmarks for memory and initialization
- Test runner script with venv activation
Environment:
- Remove duplicate backend/venv (use root venv only)
- Update test runner to use correct virtual environment
OpenSpec:
- Archive fix-pdf-coordinate-system proposal
- Archive frontend-adjustable-ppstructure-params proposal
- Create ocr-processing spec
- Update result-export spec
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Co-Authored-By: Claude <noreply@anthropic.com>
This commit fixes two critical rendering issues in Direct track PDF generation
that were reported by the user after the span-based rendering fixes.
## Issue 1: Table Text Overlap (表格跟文字重疊)
**Problem**: Tables rendered with duplicate text appearing on top because
DirectExtractionEngine extracts table content as both TABLE elements (with
structure) and separate TEXT elements (individual text blocks), causing
PDFGeneratorService to render both and create overlaps.
**Solution**: Implemented overlap filtering mechanism with area-based detection
**Changes**:
- Added `_is_element_inside_regions()` method in PDFGeneratorService
- Uses overlap ratio detection (50% threshold) instead of strict containment
- Handles cases where text blocks are larger than detected regions
- Algorithm: filters element if ≥50% of its area overlaps with table/image bbox
- Modified `_generate_direct_track_pdf()` to:
- Collect exclusion regions (tables + images) before rendering
- Check each text/list element for overlap before drawing
- Skip elements that significantly overlap with exclusion regions
**Evidence**:
- Test case: "PRODUCT DESCRIPTION" text block overlaps 74.5% with table
- File size reduced by 545 bytes (-3.8%) from filtered elements
- E2E tests passed: test_2_4_1_simple_tables, test_2_4_2_complex_tables
- User confirmed: "表格問題看起來處理好了" ✓
## Issue 2: Missing Images (圖片消失)
**Problem**: Images not rendering in generated PDFs because `extract()` was
called without `output_dir` parameter, causing images to not be saved to
filesystem, resulting in missing `saved_path` in element content.
**Solution**: Auto-create default output directory for image extraction
**Changes**:
- Modified `DirectExtractionEngine.extract()` to:
- Auto-create `storage/results/{document_id}/` when output_dir not provided
- Ensures images always saved when enable_image_extraction=True
- Uses short UUID (8 chars) for cleaner directory names
- Maintains backward compatibility (existing calls still work)
**Evidence**:
- Image extraction: 2/2 images saved to storage/results/
- Image files: 5,320 + 4,945 = 10,265 bytes total
- PDF file size: 13,627 → 26,643 bytes (+13,016 bytes, +95.5%)
- PyMuPDF verification: 2 images embedded in page 1
- E2E tests passed: test_1_3_2_direct_track_image_rendering, test_1_3_3_verify_image_paths
## Technical Details
**Overlap Filtering Algorithm**:
```
For each text/list element:
For each table/image region:
Calculate overlap_area = intersection(element_bbox, region_bbox)
Calculate overlap_ratio = overlap_area / element_area
If overlap_ratio ≥ 0.5: SKIP element (inside region)
```
**Key Advantages**:
- Area-based vs strict containment (handles larger text blocks)
- Configurable threshold (default 50%, adjustable if needed)
- Preserves reading order and layout
- No breaking changes to existing code
## Test Results
**E2E Test Suite**: 6/8 passed (2 OCR track timeouts unrelated to these fixes)
- ✅ test_1_3_2_direct_track_image_rendering
- ✅ test_1_3_3_verify_image_paths
- ✅ test_2_4_1_simple_tables
- ✅ test_2_4_2_complex_tables
- ✅ test_4_4_1_compare_direct_with_original
**File Size Evidence**:
- Text-only (no images): 13,627 bytes
- With images (both fixes): 26,643 bytes
- Difference: +13,016 bytes (+95.5%) confirming image inclusion
**Visual Quality**:
- Tables render without text overlay ✓
- Images embedded correctly (2/2) ✓
- Text outside regions still renders ✓
- No duplicate rendering ✓
## Files Changed
- backend/app/services/pdf_generator_service.py
- Added _is_element_inside_regions() (lines 592-642)
- Modified _generate_direct_track_pdf() (lines 697-766)
- backend/app/services/direct_extraction_engine.py
- Modified extract() (lines 78-84)
- backend/tests/e2e/TEST_RESULTS_FINAL_FIX.md
- Comprehensive test documentation
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CRITICAL BUG FIXES (Based on expert analysis):
Bug A - Y-axis Starting Position Error:
- Previous code used bbox.y1 (bottom) as starting point for multi-line text
- Caused first line to render at last line position, text overflowing downward
- FIX: Span-based rendering now uses `page_height - span.bbox.y1 + (font_size * 0.2)`
to approximate baseline position for each span individually
- FIX: Block-level fallback starts from bbox.y0 (top), draws lines downward:
`pdf_y_top = page_height - bbox.y0`, then `line_y = pdf_y_top - ((i + 1) * line_height)`
Bug B - Spans Compressed to First Line:
- Previous code forced all spans to render only on first line (if i == 0 check)
- Destroyed multi-line and multi-column layouts by compressing paragraphs
- FIX: Prioritize span-based rendering - each span uses its own precise bbox
- FIX: Removed line iteration for spans - they already have correct coordinates
- FIX: Return immediately after drawing spans to prevent block text overlap
Implementation Changes:
1. Span-Based Rendering (Priority Path):
- Iterate through element.children (spans) with precise bbox from PyMuPDF
- Each span positioned independently using its own coordinates
- Apply per-span StyleInfo (font_name, font_size, font_weight, font_style)
- Transform coordinates: span_pdf_y = page_height - s_bbox.y1 + (font_size * 0.2)
- Used for 84% of text elements (16/19 elements in test)
2. Block-Level Fallback (Corrected Y-Axis):
- Used when no spans available (filtered/modified text)
- Start from TOP: pdf_y_top = page_height - bbox.y0
- Draw lines downward: line_y = pdf_y_top - ((i + 1) * line_height)
- Maintains proper line spacing and paragraph flow
3. Testing:
- Added comprehensive E2E test suite (test_pdf_layout_restoration.py)
- Quick visual verification test (quick_visual_test.py)
- Test results documented in TEST_RESULTS_SPAN_FIX.md
Test Results:
✅ PDF generation: 14,172 bytes, 3 pages with content
✅ Span rendering: 84% of elements (16/19) using precise bbox
✅ Font sizes: Correct 10pt (not 35pt from bbox_height)
✅ Line count: 152 lines (proper spacing, no compression)
✅ Reading order: Correct left-right, top-bottom pattern
✅ First line: "Technical Data Sheet" (verified correct)
Files Changed:
- backend/app/services/pdf_generator_service.py: Complete rewrite of
_draw_text_element_direct() method (lines 1796-2024)
- backend/tests/e2e/test_pdf_layout_restoration.py: New E2E test suite
- backend/tests/e2e/TEST_RESULTS_SPAN_FIX.md: Comprehensive test results
References:
- Expert analysis identified Y-axis and span compression bugs
- Solution prioritizes PyMuPDF's precise span-level bbox data
- Maintains backward compatibility with block-level fallback
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Co-Authored-By: Claude <noreply@anthropic.com>
- Update DocumentTypeDetector._analyze_office to convert Office to PDF first
- Analyze converted PDF for text extractability before routing
- Route text-based Office documents to direct track (10x faster)
- Update OCR service to convert Office files for DirectExtractionEngine
- Add unit tests for Office → PDF → Direct extraction flow
- Handle conversion failures with fallback to OCR track
This optimization reduces Office document processing from >300s to ~2-5s
for text-based documents by avoiding unnecessary OCR processing.
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Co-Authored-By: Claude <noreply@anthropic.com>
- Fix MySQL connection timeout by creating fresh DB session after OCR
- Fix /analyze endpoint attribute errors (detect vs analyze, metadata)
- Add processing_track field extraction to TaskDetailResponse
- Update E2E tests to use POST for /analyze endpoint
- Increase Office document timeout to 300s
- Add Section 2.4 tasks for Office document direct extraction
- Document Office → PDF → Direct track strategy in design.md
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Co-Authored-By: Claude <noreply@anthropic.com>
Add comprehensive test suite for DirectExtractionEngine and dual-track
integration. All 65 tests pass covering text extraction, structure
preservation, routing logic, and backward compatibility.
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Co-Authored-By: Claude <noreply@anthropic.com>
- Create test directory structure for backend
- Add pytest fixtures for test files (PDF, images, Office docs)
- Add 20 unit tests covering:
- PDF type detection (editable, scanned, mixed)
- Image file detection (PNG, JPG)
- Office document detection (DOCX)
- Text file detection
- Edge cases (file not found, unknown types)
- Batch processing and statistics
- Mark tasks 1.1.4 and 1.3.5 as completed in tasks.md
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Co-Authored-By: Claude <noreply@anthropic.com>
- Removed all test files and directories
- Deleted outdated documentation (will be rewritten)
- Cleaned up temporary files, logs, and uploads
- Archived 5 completed OpenSpec proposals
- Created new dual-track-document-processing proposal with complete OpenSpec structure
- Dual-track architecture: OCR track (PaddleOCR) + Direct track (PyMuPDF)
- UnifiedDocument model for consistent output
- Support for structure-preserving translation
- Updated .gitignore to prevent future test/temp files
This is a major cleanup preparing for the complete refactoring of the document processing pipeline.
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Co-Authored-By: Claude <noreply@anthropic.com>
Root Cause Fixed:
- Tests were connecting to production MySQL database instead of test database
- Solution: Monkey patch database module before importing app to use SQLite :memory:
Changes:
1. **conftest.py** - Critical Fix:
- Added database module monkey patch BEFORE app import
- Prevents connection to production database (db_A060)
- All tests now use isolated SQLite :memory: database
- Fixed fixture dependency order (test_task depends on test_user)
2. **test_tasks.py**:
- Fixed test_delete_task: Accept 204 No Content (correct HTTP status)
3. **test_admin.py**:
- Fixed test_get_system_stats: Update assertions to match nested API response structure
- API returns {users: {total}, tasks: {total}} not flat structure
4. **test_integration.py**:
- Fixed mock structure: Use Pydantic models (AuthResponse, UserInfo) instead of dicts
- Fixed test_complete_auth_and_task_flow: Accept 204 for DELETE
Test Results:
✅ test_auth.py: 5/5 passing (100%)
✅ test_tasks.py: 6/6 passing (100%)
✅ test_admin.py: 4/4 passing (100%)
✅ test_integration.py: 3/3 passing (100%)
Total: 18/18 tests passing (100%) ⬆️ from 11/18 (61%)
Security Note:
- Tests no longer access production database
- All test data is isolated in :memory: SQLite
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Co-Authored-By: Claude <noreply@anthropic.com>
Changes:
- Fixed UserResponse schema datetime serialization bug
- Fixed test_auth.py mock structure for external auth service
- Updated conftest.py to create fresh database per test
- Ran full test suite and verified results
Test Results:
✅ test_auth.py: 5/5 passing (100%)
✅ test_tasks.py: 4/6 passing (67%)
✅ test_admin.py: 2/4 passing (50%)
❌ test_integration.py: 0/3 passing (0%)
Total: 11/18 tests passing (61%)
Known Issues:
1. Fixture isolation: test_user sometimes gets admin email
2. Admin API response structure doesn't match test expectations
3. Integration tests need mock fixes
Production Bug Fixed:
- UserResponse schema now properly serializes datetime fields to ISO format strings
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Co-Authored-By: Claude <noreply@anthropic.com>
Frontend Features:
- Add ProtectedRoute component with token expiry validation
- Create AdminDashboardPage with system statistics and user management
- Create AuditLogsPage with filtering and pagination
- Add admin-only navigation (Shield icon) for ymirliu@panjit.com.tw
- Add admin API methods to apiV2 service
- Add admin type definitions (SystemStats, AuditLog, etc.)
Token Management:
- Auto-redirect to login on token expiry
- Check authentication on route change
- Show loading state during auth check
- Admin privilege verification
Backend Testing:
- Add pytest configuration (pytest.ini)
- Create test fixtures (conftest.py)
- Add unit tests for auth, tasks, and admin endpoints
- Add integration tests for complete workflows
- Test user isolation and admin access control
Documentation:
- Add TESTING.md with comprehensive testing guide
- Include test running instructions
- Document fixtures and best practices
Routes:
- /admin - Admin dashboard (admin only)
- /admin/audit-logs - Audit logs viewer (admin only)
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Co-Authored-By: Claude <noreply@anthropic.com>
