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- import os
- import csv
- from ai_trans import translate_sentences
- from urllib.parse import quote
- # 设置 OpenAI API 配置
- os.environ['OPENAI_API_KEY'] = 'sk-NscqaCD1PfVm7soEF3C3E6297bE14d7fB595Be8f17F39aFf'
- os.environ['OPENAI_API_BASE'] = 'https://aiapi.magong.site/v1'
- def create_search_link(value):
- """为搜索词创建亚马逊搜索链接"""
- return f'=HYPERLINK("https://www.amazon.co.jp/s?k={quote(value)}", "{value}")'
- def read_csv(file_path):
- """读取CSV文件并返回数据列表"""
- encodings = ['utf-8', 'latin-1', 'gbk']
- for encoding in encodings:
- try:
- with open(file_path, mode='r', encoding=encoding) as file:
- reader = csv.reader(file)
- data = [row for row in reader]
- return data
- except UnicodeDecodeError:
- continue
- except Exception as e:
- print(f"Error reading CSV file with encoding {encoding}: {e}")
- return []
- print("Failed to read CSV file with any of the specified encodings.")
- return []
- def insert_empty_column(data, column_index):
- """在指定列之后插入一个空列"""
- for row in data:
- row.insert(column_index + 1, '') # 插入在目标列后面
- return data
- def translate_column(data, column_index, start_row=0, target_language='zh'):
- """
- 翻译指定列的文本,并将结果保存到下一列
- :param data: CSV数据列表
- :param column_index: 需要翻译的列索引
- :param start_row: 开始翻译的行索引,默认为第0行
- :param target_language: 目标语言,默认为中文
- :return: 翻译后的数据列表
- """
- sentences_to_translate = [row[column_index] for i, row in enumerate(data[start_row:], start=start_row) if len(row) > column_index]
-
- if sentences_to_translate:
- try:
- print(f"Translating {len(sentences_to_translate)} sentences to {target_language}.")
- print(f"Input sentences: {sentences_to_translate}")
- translated_output = translate_sentences(sentences_to_translate, target_language, api_key='YOUR_API_KEY')
- print(f"Translated output: {translated_output}")
- translations = translated_output.get("translations", [])
-
- for i, row in enumerate(data[start_row:], start=start_row):
- if len(row) > column_index and i - start_row < len(translations):
- row[column_index + 1] = translations[i - start_row] # 写入到下一列
- print(f"Translated row {i}: {row[column_index]} -> {row[column_index + 1]}")
- except Exception as e:
- print(f"Error translating rows: {e}")
-
- return data
- def add_search_links(data, column_index, start_row=0):
- """为搜索词列添加超链接"""
- for i, row in enumerate(data[start_row:], start=start_row):
- if len(row) > column_index:
- row[column_index] = create_search_link(row[column_index])
- return data
- def save_csv(data, file_path):
- """将数据保存为CSV文件"""
- try:
- with open(file_path, mode='w', newline='', encoding='utf-8') as file:
- writer = csv.writer(file)
- writer.writerows(data)
- except Exception as e:
- print(f"Error saving CSV file: {e}")
- def process_csv(input_file, output_file, column_index, start_row=0, target_language='zh'):
- """处理CSV文件的主要函数"""
- data = read_csv(input_file)
- # 插入空列
- data = insert_empty_column(data, column_index)
- # 翻译第二列的文本并保存到下一列
- data = translate_column(data, column_index, start_row, target_language)
- # 为搜索词添加超链接
- data = add_search_links(data, column_index, start_row)
- # 保存为新文件
- save_csv(data, output_file)
- if __name__ == "__main__":
- input_file = "测试.csv"
- output_file = "测试_processed.csv"
- column_index = 1 # 插入空列的列索引(第2列)
- start_row = 2 # 从第2行开始翻译(通常第0行是标题)
- process_csv(input_file, output_file, column_index, start_row)
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