{"id":955876,"date":"2024-12-27T02:23:50","date_gmt":"2024-12-26T18:23:50","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/955876.html"},"modified":"2024-12-27T02:23:52","modified_gmt":"2024-12-26T18:23:52","slug":"python%e5%a6%82%e4%bd%95%e6%89%b9%e9%87%8f%e5%af%bc%e5%85%a5%e5%9b%be%e7%89%87","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/955876.html","title":{"rendered":"python\u5982\u4f55\u6279\u91cf\u5bfc\u5165\u56fe\u7247"},"content":{"rendered":"

\"python\u5982\u4f55\u6279\u91cf\u5bfc\u5165\u56fe\u7247\"<\/p>\n

\u5f00\u5934\u6bb5\u843d:
Python\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528os\u6a21\u5757\u904d\u5386\u6587\u4ef6\u5939\u3001\u501f\u52a9PIL\u5e93\u8fdb\u884c\u56fe\u50cf\u5904\u7406\u3001\u7ed3\u5408glob\u6a21\u5757\u8fdb\u884c\u6587\u4ef6\u6a21\u5f0f\u5339\u914d<\/strong>\u3002\u5176\u4e2d\uff0cos\u6a21\u5757\u904d\u5386\u6587\u4ef6\u5939\u662f\u6700\u57fa\u7840\u7684\u65b9\u6cd5<\/strong>\uff0c\u5b83\u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u7684\u6587\u4ef6\u7ba1\u7406\u529f\u80fd\uff0c\u80fd\u591f\u8f7b\u677e\u5b9e\u73b0\u5bf9\u6587\u4ef6\u5939\u4e2d\u6240\u6709\u56fe\u7247\u7684\u6279\u91cf\u5bfc\u5165\u3002\u4f7f\u7528os\u6a21\u5757\uff0c\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868\uff0c\u5e76\u901a\u8fc7\u5faa\u73af\u9010\u4e00\u8bfb\u53d6\u56fe\u7247\u6587\u4ef6\u3002\u6b64\u5916\uff0c\u7ed3\u5408PIL\u5e93\uff08Pillow\uff09\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u5bfc\u5165\u7684\u56fe\u7247\u8fdb\u884c\u5904\u7406\uff0c\u6bd4\u5982\u8c03\u6574\u5927\u5c0f\u3001\u683c\u5f0f\u8f6c\u6362\u7b49\u3002\u800cglob\u6a21\u5757\u5219\u53ef\u4ee5\u901a\u8fc7\u6587\u4ef6\u6a21\u5f0f\u5339\u914d\uff0c\u5feb\u901f\u9009\u62e9\u7279\u5b9a\u683c\u5f0f\u7684\u56fe\u7247\u8fdb\u884c\u5bfc\u5165\u3002\u63a5\u4e0b\u6765\uff0c\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\u53ca\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5177\u4f53\u5b9e\u73b0\u3002<\/p>\n<\/p>\n

\u4e00\u3001OS\u6a21\u5757\u904d\u5386\u6587\u4ef6\u5939<\/p>\n<\/p>\n

os\u6a21\u5757\u662fPython\u4e2d\u7528\u4e8e\u64cd\u4f5c\u7cfb\u7edf\u529f\u80fd\u7684\u6807\u51c6\u5e93\u4e4b\u4e00\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e0e\u6587\u4ef6\u7cfb\u7edf\u4ea4\u4e92\u7684\u591a\u79cd\u65b9\u6cd5\u3002\u901a\u8fc7os\u6a21\u5757\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\u5217\u8868\uff0c\u4ece\u800c\u5b9e\u73b0\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u3002<\/p>\n<\/p>\n

    \n
  1. \u83b7\u53d6\u6587\u4ef6\u5217\u8868<\/li>\n<\/ol>\n

    \u4f7f\u7528os\u6a21\u5757\u4e2d\u7684os.listdir()<\/code>\u65b9\u6cd5\uff0c\u53ef\u4ee5\u83b7\u53d6\u6307\u5b9a\u76ee\u5f55\u4e0b\u7684\u6240\u6709\u6587\u4ef6\u548c\u6587\u4ef6\u5939\u7684\u540d\u79f0\u3002\u7ed3\u5408os.path<\/code>\u6a21\u5757\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u7b5b\u9009\u51fa\u7279\u5b9a\u683c\u5f0f\u7684\u6587\u4ef6\uff08\u5982.jpg\u3001.png\u7b49\uff09\u3002<\/p>\n<\/p>\n

    import os<\/p>\n
    def get_image_files(directory):<\/p>\n
        return [f for f in os.listdir(directory) if os.path.isfile(os.path.join(directory, f)) and f.endswith(('.jpg', '.png'))]<\/p>\n
    image_files = get_image_files('\/path\/to\/directory')<\/p>\n
    <\/code><\/pre>\n<\/p>\n
      \n
    1. \u8bfb\u53d6\u56fe\u7247\u6587\u4ef6<\/li>\n<\/ol>\n
      \u901a\u8fc7\u5faa\u73af\u904d\u5386\u6587\u4ef6\u5217\u8868\uff0c\u53ef\u4ee5\u4f7f\u7528PIL\u5e93\u6216\u5176\u4ed6\u56fe\u50cf\u5904\u7406\u5e93\u6765\u9010\u4e00\u8bfb\u53d6\u56fe\u7247\u6587\u4ef6\u3002<\/p>\n<\/p>\n
      from PIL import Image<\/p>\n
      for image_file in image_files:<\/p>\n
          image_path = os.path.join('\/path\/to\/directory', image_file)<\/p>\n
          image = Image.open(image_path)<\/p>\n
          # \u5bf9\u56fe\u7247\u8fdb\u884c\u64cd\u4f5c<\/p>\n
          image.show()<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u4e8c\u3001PIL\u5e93\u8fdb\u884c\u56fe\u50cf\u5904\u7406<\/p>\n<\/p>\n
      PIL\uff08Python Imaging Library\uff09\u662fPython\u7684\u4e00\u4e2a\u5f3a\u5927\u7684\u56fe\u50cf\u5904\u7406\u5e93\uff0c\u5176\u73b0\u4ee3\u7248\u672c\u4e3aPillow\u3002PIL\u5e93\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u8bfb\u53d6\u56fe\u7247\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u56fe\u7247\u8fdb\u884c\u591a\u79cd\u5904\u7406\u3002<\/p>\n<\/p>\n
        \n
      1. \u5b89\u88c5Pillow\u5e93<\/li>\n<\/ol>\n
        \u8981\u4f7f\u7528PIL\u5e93\uff0c\u6211\u4eec\u9700\u8981\u5148\u5b89\u88c5Pillow\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
        pip install Pillow<\/p>\n
        <\/code><\/pre>\n<\/p>\n
          \n
        1. \u56fe\u50cf\u8bfb\u53d6\u4e0e\u64cd\u4f5c<\/li>\n<\/ol>\n
          \u4f7f\u7528Pillow\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6\u56fe\u7247\uff0c\u5e76\u8fdb\u884c\u591a\u79cd\u56fe\u50cf\u64cd\u4f5c\uff0c\u4f8b\u5982\u8c03\u6574\u5927\u5c0f\u3001\u65cb\u8f6c\u3001\u88c1\u526a\u7b49\u3002<\/p>\n<\/p>\n
          from PIL import Image<\/p>\n
          image = Image.open('\/path\/to\/image.jpg')<\/p>\n
          \u8c03\u6574\u5927\u5c0f<\/strong><\/h2>\n
          resized_image = image.resize((800, 600))<\/p>\n
          \u65cb\u8f6c\u56fe\u7247<\/strong><\/h2>\n
          rotated_image = image.rotate(90)<\/p>\n
          \u4fdd\u5b58\u4fee\u6539\u540e\u7684\u56fe\u7247<\/strong><\/h2>\n
          rotated_image.save('\/path\/to\/rotated_image.jpg')<\/p>\n
          <\/code><\/pre>\n<\/p>\n
          \u4e09\u3001GLOB\u6a21\u5757\u8fdb\u884c\u6587\u4ef6\u6a21\u5f0f\u5339\u914d<\/p>\n<\/p>\n
          glob\u6a21\u5757\u662fPython\u6807\u51c6\u5e93\u4e2d\u7528\u4e8e\u6587\u4ef6\u6a21\u5f0f\u5339\u914d\u7684\u5de5\u5177\uff0c\u5b83\u5141\u8bb8\u6211\u4eec\u4f7f\u7528\u901a\u914d\u7b26\u6765\u5339\u914d\u7279\u5b9a\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u6279\u91cf\u5bfc\u5165\u7279\u5b9a\u683c\u5f0f\u7684\u56fe\u7247\u3002<\/p>\n<\/p>\n
            \n
          1. \u4f7f\u7528glob\u6a21\u5757\u83b7\u53d6\u56fe\u7247\u6587\u4ef6\u5217\u8868<\/li>\n<\/ol>\n
            \u901a\u8fc7\u4f7f\u7528glob\u6a21\u5757\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u6307\u5b9a\u76ee\u5f55\u4e0b\u7b26\u5408\u7279\u5b9a\u6a21\u5f0f\u7684\u6587\u4ef6\u5217\u8868\u3002<\/p>\n<\/p>\n
            import glob<\/p>\n
            image_files = glob.glob('\/path\/to\/directory\/*.jpg') + glob.glob('\/path\/to\/directory\/*.png')<\/p>\n
            <\/code><\/pre>\n<\/p>\n
              \n
            1. \u6279\u91cf\u5904\u7406\u56fe\u7247<\/li>\n<\/ol>\n
              \u83b7\u53d6\u6587\u4ef6\u5217\u8868\u540e\uff0c\u53ef\u4ee5\u7ed3\u5408PIL\u5e93\u5bf9\u56fe\u7247\u8fdb\u884c\u6279\u91cf\u5904\u7406\u3002<\/p>\n<\/p>\n
              from PIL import Image<\/p>\n
              for image_file in image_files:<\/p>\n
                  image = Image.open(image_file)<\/p>\n
                  # \u5bf9\u56fe\u7247\u8fdb\u884c\u64cd\u4f5c<\/p>\n
                  image.show()<\/p>\n
              <\/code><\/pre>\n<\/p>\n
              \u56db\u3001\u7ed3\u5408\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\u6279\u91cf\u5bfc\u5165\u4e0e\u5904\u7406<\/p>\n<\/p>\n
              \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed3\u5408os\u6a21\u5757\u3001PIL\u5e93\u548cglob\u6a21\u5757\uff0c\u5b9e\u73b0\u66f4\u52a0\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u6279\u91cf\u5bfc\u5165\u4e0e\u5904\u7406\u56fe\u7247\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n
                \n
              1. \u6279\u91cf\u8c03\u6574\u56fe\u7247\u5927\u5c0f<\/li>\n<\/ol>\n
                \u901a\u8fc7os\u6a21\u5757\u6216glob\u6a21\u5757\u83b7\u53d6\u56fe\u7247\u5217\u8868\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Pillow\u5e93\u5bf9\u6240\u6709\u56fe\u7247\u8fdb\u884c\u6279\u91cf\u8c03\u6574\u5927\u5c0f\u3002<\/p>\n<\/p>\n
                from PIL import Image<\/p>\n
                import os<\/p>\n
                def batch_resize_images(directory, size=(800, 600)):<\/p>\n
                    image_files = [f for f in os.listdir(directory) if f.endswith(('.jpg', '.png'))]<\/p>\n
                    for image_file in image_files:<\/p>\n
                        image_path = os.path.join(directory, image_file)<\/p>\n
                        image = Image.open(image_path)<\/p>\n
                        resized_image = image.resize(size)<\/p>\n
                        resized_image.save(image_path)<\/p>\n
                batch_resize_images('\/path\/to\/directory')<\/p>\n
                <\/code><\/pre>\n<\/p>\n
                  \n
                1. \u6279\u91cf\u683c\u5f0f\u8f6c\u6362<\/li>\n<\/ol>\n
                  \u53ef\u4ee5\u901a\u8fc7Pillow\u5e93\u5c06\u56fe\u7247\u6279\u91cf\u8f6c\u6362\u4e3a\u5176\u4ed6\u683c\u5f0f\uff0c\u4f8b\u5982\u5c06\u6240\u6709.jpg\u56fe\u7247\u8f6c\u6362\u4e3a.png\u683c\u5f0f\u3002<\/p>\n<\/p>\n
                  from PIL import Image<\/p>\n
                  import os<\/p>\n
                  def batch_convert_images(directory, target_format='png'):<\/p>\n
                      image_files = [f for f in os.listdir(directory) if f.endswith('.jpg')]<\/p>\n
                      for image_file in image_files:<\/p>\n
                          image_path = os.path.join(directory, image_file)<\/p>\n
                          image = Image.open(image_path)<\/p>\n
                          new_image_path = os.path.splitext(image_path)[0] + f'.{target_format}'<\/p>\n
                          image.save(new_image_path, target_format.upper())<\/p>\n
                  batch_convert_images('\/path\/to\/directory')<\/p>\n
                  <\/code><\/pre>\n<\/p>\n
                  \u4e94\u3001\u5904\u7406\u5927\u6279\u91cf\u56fe\u7247\u7684\u6027\u80fd\u4f18\u5316<\/p>\n<\/p>\n
                  \u5728\u5904\u7406\u5927\u6279\u91cf\u56fe\u7247\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u6027\u80fd\u74f6\u9888\u3002\u6211\u4eec\u53ef\u4ee5\u91c7\u53d6\u4e00\u4e9b\u63aa\u65bd\u6765\u4f18\u5316\u6027\u80fd\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n
                    \n
                  1. \u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u591a\u8fdb\u7a0b<\/li>\n<\/ol>\n
                    \u901a\u8fc7\u4f7f\u7528Python\u7684concurrent.futures<\/code>\u6a21\u5757\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u591a\u7ebf\u7a0b\u6216\u591a\u8fdb\u7a0b\u5904\u7406\u56fe\u7247\uff0c\u4ece\u800c\u63d0\u9ad8\u5904\u7406\u901f\u5ea6\u3002<\/p>\n<\/p>\n
                    from concurrent.futures import ThreadPoolExecutor<\/p>\n
                    from PIL import Image<\/p>\n
                    import os<\/p>\n
                    def process_image(image_path):<\/p>\n
                        image = Image.open(image_path)<\/p>\n
                        # \u5bf9\u56fe\u7247\u8fdb\u884c\u64cd\u4f5c<\/p>\n
                        image.show()<\/p>\n
                    def batch_process_images(directory):<\/p>\n
                        image_files = [os.path.join(directory, f) for f in os.listdir(directory) if f.endswith(('.jpg', '.png'))]<\/p>\n
                        with ThreadPoolExecutor() as executor:<\/p>\n
                            executor.map(process_image, image_files)<\/p>\n
                    batch_process_images('\/path\/to\/directory')<\/p>\n
                    <\/code><\/pre>\n<\/p>\n
                      \n
                    1. \u4f18\u5316I\/O\u64cd\u4f5c<\/li>\n<\/ol>\n
                      \u6279\u91cf\u5904\u7406\u56fe\u7247\u65f6\uff0cI\/O\u64cd\u4f5c\u53ef\u80fd\u6210\u4e3a\u74f6\u9888\u3002\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684I\/O\u64cd\u4f5c\uff0c\u6216\u4f7f\u7528\u66f4\u9ad8\u6548\u7684\u5b58\u50a8\u4ecb\u8d28\uff08\u5982SSD\uff09\u6765\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n<\/p>\n
                      \u603b\u4e4b\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\u548c\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u7684\u529f\u80fd\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5e76\u7ed3\u5408\u591a\u79cd\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6548\u7387\u548c\u7075\u6d3b\u6027\u3002<\/p>\n<\/p>\n
                      \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                       \u5982\u4f55\u5728Python\u4e2d\u6279\u91cf\u5bfc\u5165\u56fe\u7247\uff1f<\/strong>
                      \u5728Python\u4e2d\uff0c\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u901a\u5e38\u6d89\u53ca\u4f7f\u7528\u5e93\u5982PIL\uff08Pillow\uff09\u6216OpenCV\u3002\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8bfb\u53d6\u3001\u5904\u7406\u548c\u4fdd\u5b58\u56fe\u7247\u3002\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5\u76f8\u5173\u5e93\uff0c\u4f8b\u5982\u4f7f\u7528pip install Pillow<\/code>\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u904d\u5386\u6587\u4ef6\u5939\u4e2d\u7684\u56fe\u7247\u6587\u4ef6\uff0c\u4f7f\u7528Image.open()<\/code>\u51fd\u6570\u6765\u9010\u4e00\u5bfc\u5165\u6bcf\u5f20\u56fe\u7247\u3002<\/p>\n
                      \u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u5e93\u6765\u5904\u7406\u6279\u91cf\u5bfc\u5165\u7684\u56fe\u7247\uff1f<\/strong>
                      \u5904\u7406\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u7684\u5e38\u7528\u5e93\u5305\u62ecPillow\u3001OpenCV\u548cscikit-image\u3002Pillow\u9002\u5408\u5904\u7406\u5e38\u89c1\u7684\u56fe\u50cf\u683c\u5f0f\u5e76\u8fdb\u884c\u57fa\u672c\u7684\u56fe\u50cf\u5904\u7406\uff1bOpenCV\u5219\u66f4\u52a0\u5f3a\u5927\uff0c\u9002\u5408\u8fdb\u884c\u590d\u6742\u7684\u56fe\u50cf\u5904\u7406\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\uff1b\u800cscikit-image\u5219\u9002\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u56fe\u50cf\u5206\u6790\u3002\u6839\u636e\u4f60\u7684\u9700\u6c42\u9009\u62e9\u9002\u5408\u7684\u5e93\u5c06\u4f1a\u66f4\u9ad8\u6548\u3002<\/p>\n
                      \u5982\u4f55\u786e\u4fdd\u5bfc\u5165\u7684\u56fe\u7247\u683c\u5f0f\u517c\u5bb9\uff1f<\/strong>
                      \u5728\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u65f6\uff0c\u786e\u4fdd\u683c\u5f0f\u517c\u5bb9\u662f\u5f88\u91cd\u8981\u7684\u3002\u53ef\u4ee5\u4f7f\u7528Pillow\u5e93\u4e2d\u7684Image.open()<\/code>\u6765\u6253\u5f00\u56fe\u7247\uff0c\u5e76\u5728\u5904\u7406\u4e4b\u524d\u68c0\u67e5\u56fe\u7247\u7684\u683c\u5f0f\u3002\u4f7f\u7528img.format<\/code>\u53ef\u4ee5\u83b7\u53d6\u5f53\u524d\u56fe\u7247\u7684\u683c\u5f0f\u4fe1\u606f\u3002\u5982\u679c\u9700\u8981\u8f6c\u6362\u683c\u5f0f\uff0c\u53ef\u4ee5\u4f7f\u7528img.save('output_image.jpg')<\/code>\u6765\u5c06\u56fe\u7247\u4fdd\u5b58\u4e3a\u6240\u9700\u7684\u683c\u5f0f\uff0c\u4ece\u800c\u786e\u4fdd\u517c\u5bb9\u6027\u3002<\/p>\n
                      \u5982\u4f55\u5904\u7406\u6279\u91cf\u5bfc\u5165\u7684\u56fe\u7247\u5e76\u4fdd\u5b58\uff1f<\/strong>
                      \u5904\u7406\u6279\u91cf\u5bfc\u5165\u7684\u56fe\u7247\u53ef\u4ee5\u901a\u8fc7\u5faa\u73af\u904d\u5386\u6bcf\u4e2a\u6587\u4ef6\uff0c\u4f7f\u7528\u56fe\u50cf\u5904\u7406\u51fd\u6570\u8fdb\u884c\u64cd\u4f5c\uff0c\u6bd4\u5982\u8c03\u6574\u5927\u5c0f\u3001\u65cb\u8f6c\u6216\u5e94\u7528\u6ee4\u955c\u3002\u5904\u7406\u5b8c\u6bd5\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528img.save()<\/code>\u65b9\u6cd5\u5c06\u6bcf\u5f20\u5904\u7406\u540e\u7684\u56fe\u7247\u4fdd\u5b58\u5230\u6307\u5b9a\u76ee\u5f55\u3002\u53ef\u4ee5\u7ed3\u5408\u4f7f\u7528os<\/code>\u5e93\u6765\u521b\u5efa\u6587\u4ef6\u5939\u548c\u7ba1\u7406\u8def\u5f84\uff0c\u4f7f\u5f97\u5904\u7406\u548c\u4fdd\u5b58\u8fc7\u7a0b\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d:Python\u6279\u91cf\u5bfc\u5165\u56fe\u7247\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528os\u6a21\u5757\u904d\u5386\u6587\u4ef6\u5939\u3001\u501f\u52a9PIL\u5e93\u8fdb\u884c\u56fe\u50cf\u5904\u7406\u3001\u7ed3\u5408glob\u6a21\u5757 […]","protected":false},"author":3,"featured_media":955879,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/955876"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=955876"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/955876\/revisions"}],"predecessor-version":[{"id":955880,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/955876\/revisions\/955880"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/955879"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=955876"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=955876"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=955876"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}