GitLab

- Upgrade twine and install additional dependencies
- Add id, keyring, packaging, readme-renderer, requests, requests-toolbelt,  rfc3986, rich, and urllib3 to ensure successful package publishing

- Update README.md and README_zh-CN.md with the latest changes
- Add details about bug fixes in version1.2.1
- Include improvements for full-width to half-width conversion, caption matching, and formula span issues

- Increase batch ratio to 8 for GPU memory >=16GB
- Improve inference performance on systems with higher GPU memory

fix: caption match

refactor(pre_proc): allow interline equations to be associated with text blocks

- Update OCR dictionary merge logic to include text blocks when processing interline equations
- This change improves the handling of equations that may be embedded within text content

perf(mfr): improve Math Formula Recognition by sorting images by area

- Simplify batch ratio logic for GPU memory >= 16GB
- Remove unnecessary conditions for 20GB and 40GB memory

- Simplify batch ratio logic for GPU memory >= 16GB
- Remove unnecessary conditions for 20GB and 40GB memory

- Sort detected images by area before processing to enhance MFR accuracy
- Implement stable sorting to maintain original order of images with equal

- Comment out @measure_time decorator for txt_spans_extract_v2 and sort_lines_by_model functions
- Remove logger.info for page_process_time
- Comment out PerformanceStats.print_stats call

- Add performance_stats module to measure and print execution time statistics
- Implement measure_time decorator to track execution time of key functions
- Remove multi-threading in pdf parsing for better resource management
- Optimize pdf parsing logic for improved performance

- Add ThreadPoolExecutor to process PDF pages in parallel
- Create separate function for page processing to improve readability and maintainability
- Include error handling for individual page processing tasks
- Log total page processing time for performance monitoring

refactor(ocr_mkcontent): optimize full-width character handling

- Update condition to only convert full-width letters and numbers
- Remove separate case for full-width space

refactor(magic_pdf): remove bfloat16 support checks and usage

- Replace complex device selection logic with a single line using torch.device
- Remove redundant checks and imports for better readability and maintainability

- Remove supports_bfloat16 variable and related checks
- Remove model.bfloat16() call for LayoutLMv3ForTokenClassification
- Simplify device selection logic

perf(model): optimize batch analyze process

- Implement full_to_half function to convert full-width characters to half-width
- Apply conversion to span content before merging paragraphs
- Improve text processing for better readability and consistency

- Move batch model initialization outside the loop
- Collect page dimensions before analyzing- Update page info dictionary structure
- Add null dimensions for non-analyzed pages

docs(ascend): update Ascend NPU acceleration documentation

- Add information about OS and CANN version compatibility
- Include details on high-performance mode and its requirements
- Update paddlepaddle-gpu installation instructions for CUDA acceleration
- Remove unnecessary empty line from changelog

docs(README): update release notes for version 1.2.0

- Update English and Chinese README files with the changelog for version 1.2.0
- Include details on performance optimizations, parsing improvements, and bug fixes
- Highlight specific enhancements for PDF document classification, watermark handling, and layout matching

- Update English and Chinese README files with the changelog for version 1.2.0
- Include details on performance optimizations, parsing improvements, and bug fixes
- Highlight specific enhancements for PDF document classification, watermark handling, and layout matching

feat(pre_proc): add block type compatibility check for span allocation

- Introduce span_block_type_compatible function to check compatibility between span and block types
- Update fill_spans_in_blocks function to use the new compatibility check
- Improve accuracy of span allocation to blocks based on content type

fix(llm_aided): update prompt

- Update the logic for determining `end_page_id` to handle negative values
- This change ensures proper behavior when `end_page_id` is set to -1 or other negative values

fix #1747

Updata ext.py is_pdf function to support the pdf with Chinese characters and special characters

chore(magic_pdf): enhance license logging information

- Add license ID information to the log for better traceability
- Improve logging format to include both license ID and expiration date