Newspaper3k爬虫导出csv仅保存最后一条数据的问题求解
问题根因
你现有代码的写入逻辑是在所有URL遍历结束后才执行一次,遍历过程中article变量会被新爬取的内容不断覆盖,最终写入时仅保留了最后一次爬取成功的新闻数据,同时你用追加模式打开输出文件还每次重复写入表头,也会导致后续追加内容出现多余表头行的问题。
代码调整要点
- 提前初始化输出csv文件,仅写入一次表头
- 把写入行的逻辑移动到爬取循环内部,每成功爬取一条就立即写入
- 爬取失败的URL直接跳过,不执行写入操作
- 新增编码指定避免特殊字符乱码,优化异常提示的稳定性
调整后可正常运行的完整代码
from newspaper import Config from newspaper import Article from newspaper import ArticleException import csv USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:78.0) Gecko/20100101 Firefox/78.0' config = Config() config.browser_user_agent = USER_AGENT config.request_timeout = 10 # 提前初始化输出文件,仅写入一次表头 with open('test2.csv', 'w', newline='', encoding='utf-8') as csvfile: headers = ['article title', 'article text'] writer = csv.DictWriter(csvfile, lineterminator='\n', fieldnames=headers) writer.writeheader() # 遍历爬取逻辑 with open('test1.csv', 'r', encoding='utf-8') as file: csv_file = file.readlines() for url in csv_file: url = url.strip() if not url: continue try: article = Article(url, config=config) article.download() article.parse() print(article.title) # 处理正文换行,避免写入csv后格式错乱 cleaned_text = article.text.replace('\n', ' ') print(cleaned_text) # 爬取成功立即写入 writer.writerow({'article title': article.title, 'article text': cleaned_text}) except ArticleException: print('***FAILED TO DOWNLOAD***', url)
内容的提问来源于stack exchange,提问作者Robbie Voort
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