translate_utils.py 2.6 KB

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  1. import os
  2. import logging
  3. from typing import List, Tuple
  4. from mylib.pdfzh_translator import OpenAITranslator
  5. logger = logging.getLogger(__name__)
  6. def insert_empty_columns(data: List[List[str]], column_indices: List[int]) -> List[List[str]]:
  7. """在指定列之后插入空列"""
  8. try:
  9. # 按从大到小排序,防止插入影响后续索引
  10. column_indices.sort(reverse=True)
  11. for row in data:
  12. for index in column_indices:
  13. row.insert(index + 1, '')
  14. return data
  15. except Exception as e:
  16. logger.error(f"Error inserting empty columns: {e}")
  17. raise
  18. def extract_sample_data(data: List[List[str]], n: int = 2, m: int = 2) -> List[List[str]]:
  19. """提取前n行m列数据用于检查"""
  20. try:
  21. sample = []
  22. for row in data[:n]:
  23. sample.append(row[:m])
  24. return sample
  25. except Exception as e:
  26. logger.error(f"Error extracting sample data: {e}")
  27. raise
  28. def process_batch_translations(data: List[List[str]],
  29. search_term_index: int,
  30. start_row: int = 3) -> Tuple[List[List[str]], List[List[str]]]:
  31. """批量处理搜索词翻译"""
  32. try:
  33. # 首先提取样本数据用于检查
  34. sample_data = extract_sample_data(data)
  35. logger.info(f"Sample data extracted for inspection:\n{sample_data}")
  36. # 初始化翻译器
  37. translator = OpenAITranslator()
  38. # 直接提取需要翻译的搜索词
  39. search_terms = [row[search_term_index] for row in data[start_row-1:]]
  40. # 批量翻译
  41. logger.info("Starting search term translations...")
  42. if os.getenv('DEBUG', '').lower() in ('true', '1', 't'):
  43. # DEBUG模式:使用模拟翻译
  44. search_translations = [f"{text} 翻译测试" for text in search_terms]
  45. else:
  46. # 正常模式:调用真实翻译
  47. search_translations = translator.translate(search_terms)
  48. logger.info("Search term translations completed")
  49. # 更新数据
  50. for i, row in enumerate(data[start_row-1:], start=start_row-1):
  51. try:
  52. # 更新搜索词翻译列
  53. row[search_term_index + 1] = search_translations[i-(start_row-1)]
  54. except Exception as e:
  55. logger.error(f"Error processing row {i}: {e}")
  56. raise
  57. return data, sample_data
  58. except Exception as e:
  59. logger.error(f"Error in batch translation: {e}")
  60. raise
  61. def main():
  62. pass
  63. if __name__ == "__main__":
  64. main()