liuyuanchuang cff14904bf fix: layout detection & format conversion robustness ...

Three targeted fixes for layout processing issues:

1. formula_number type mapping (layout_detector.py)
   - Changed formula_number region type from "formula" to "text"
   - Ensures Text Recognition prompt, preventing $$-wrapped output
   - Prevents malformed \tag{$$...\n$$} in merged formulas

2. Reading order (ocr_service.py)
   - Sort layout regions by (y1, x1) after detection
   - Ensures top-to-bottom, left-to-right processing order
   - Fixes paragraph ordering issues in output

3. Formula number cleaning (glm_postprocess.py)
   - clean_formula_number() now strips $$, $, \[...\] delimiters
   - Handles edge case where vLLM still returns math-mode wrapped content
   - Prevents delimiter leakage into \tag{} placeholders

Also adds logging:
- Warning when empty formula content is skipped
- Warning when region crop is too small (< 10×10 px)
- Warning when vLLM parallel call fails
- Warning when format conversion fails

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

2026-03-09 17:57:05 +08:00

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