{"id":204675,"date":"2025-05-29T09:48:20","date_gmt":"2025-05-29T01:48:20","guid":{"rendered":"https:\/\/server.hk\/cnblog\/204675\/"},"modified":"2025-05-29T09:48:20","modified_gmt":"2025-05-29T01:48:20","slug":"working-with-csv-json-and-binary-files-in-python","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/204675\/","title":{"rendered":"Working with CSV, JSON, and Binary Files in Python"},"content":{"rendered":"<p><b><\/b>     <\/p>\n<h1>Working with CSV, JSON, and Binary Files in Python<\/h1>\n<p>\u4eca\u5929\u7ed9\u5927\u5bb6\u5e26\u6765\u4e86<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u300aWorking with CSV, JSON, and Binary Files in Python\u300b<\/span>\uff0c\u5176\u4e2d\u6d89\u53ca\u5230\u7684\u77e5\u8bc6\u70b9\u5305\u62ec<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\"><\/span>\u7b49\u7b49\uff0c\u65e0\u8bba\u4f60\u662f\u5c0f\u767d\u8fd8\u662f\u8001\u624b\uff0c\u90fd\u9002\u5408\u770b\u4e00\u770b\u54e6~\u6709\u597d\u7684\u5efa\u8bae\u4e5f\u6b22\u8fce\u5927\u5bb6\u5728\u8bc4\u8bba\u7559\u8a00\uff0c\u82e5\u662f\u770b\u5b8c\u6709\u6240\u6536\u83b7\uff0c\u4e5f\u5e0c\u671b\u5927\u5bb6\u80fd\u591a\u591a\u70b9\u8d5e\u652f\u6301\u5440\uff01\u4e00\u8d77\u52a0\u6cb9\u5b66\u4e60~<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.17golang.com\/uploads\/20241113\/17314571106733f056a1eb4.jpg\" class=\"aligncenter\"><\/p>\n<p>\u5728\u8fd9\u4e2a\u535a\u5ba2\u7cfb\u5217\u4e2d\uff0c\u6211\u4eec\u5c06\u63a2\u7d22\u5982\u4f55\u5728 python \u4e2d\u5904\u7406\u6587\u4ef6\uff0c\u4ece\u57fa\u7840\u77e5\u8bc6\u5f00\u59cb\uff0c\u9010\u6b65\u8fdb\u5c55\u5230\u66f4\u9ad8\u7ea7\u7684\u6280\u672f\u3002 <\/p>\n<p>\u5728\u672c\u7cfb\u5217\u7ed3\u675f\u65f6\uff0c\u60a8\u5c06\u5bf9 python \u4e2d\u7684\u6587\u4ef6\u64cd\u4f5c\u6709\u6df1\u5165\u7684\u4e86\u89e3\uff0c\u4f7f\u60a8\u80fd\u591f\u6709\u6548\u5730\u7ba1\u7406\u548c\u64cd\u4f5c\u6587\u4ef6\u4e2d\u5b58\u50a8\u7684\u6570\u636e\u3002<\/p>\n<p>\u8be5\u7cfb\u5217\u5c06\u7531\u4e94\u7bc7\u6587\u7ae0\u7ec4\u6210\uff0c\u6bcf\u7bc7\u6587\u7ae0\u90fd\u5efa\u7acb\u5728\u4e0a\u4e00\u7bc7\u6587\u7ae0\u7684\u77e5\u8bc6\u4e4b\u4e0a\uff1a<\/p>\n<ul>\n<li>python \u6587\u4ef6\u5904\u7406\u7b80\u4ecb\uff1a\u8bfb\u5199\u6587\u4ef6<\/li>\n<li>\u4f7f\u7528\u4e0d\u540c\u7684\u6587\u4ef6\u6a21\u5f0f\u548c\u6587\u4ef6\u7c7b\u578b<\/li>\n<li>\u5728 python \u4e2d\u5904\u7406\u5927\u6587\u4ef6\u548c\u6587\u4ef6\u64cd\u4f5c<\/li>\n<li>\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u548c\u5f02\u5e38\u5904\u7406\u6765\u5b9e\u73b0\u7a33\u5065\u7684\u6587\u4ef6\u64cd\u4f5c<\/li>\n<li>\uff08\u672c\u6587\uff09\u9ad8\u7ea7\u6587\u4ef6\u64cd\u4f5c\uff1a\u4f7f\u7528 csv\u3001json \u548c\u4e8c\u8fdb\u5236\u6587\u4ef6<\/li>\n<\/ul>\n<hr>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u5728 python \u6587\u4ef6\u5904\u7406\u7cfb\u5217\u4e2d\uff0c\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86\u8bfb\u5199\u6587\u4ef6\u3001\u5904\u7406\u5927\u6587\u4ef6\u4ee5\u53ca\u901a\u8fc7\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u548c\u5f02\u5e38\u5904\u7406\u786e\u4fdd\u7a33\u5065\u7684\u6587\u4ef6\u64cd\u4f5c\u7684\u57fa\u7840\u77e5\u8bc6\u3002 <\/p>\n<p>\u6700\u540e\u4e00\u7bc7\u6587\u7ae0\u5c06\u63a2\u8ba8\u9ad8\u7ea7\u6587\u4ef6\u64cd\u4f5c\uff0c\u91cd\u70b9\u5173\u6ce8 csv\u3001json \u548c\u4e8c\u8fdb\u5236\u6587\u4ef6\u7b49\u5e38\u89c1\u683c\u5f0f\u3002<\/p>\n<p>\u8fd9\u4e9b\u683c\u5f0f\u5e7f\u6cdb\u7528\u4e8e\u6570\u636e\u4ea4\u6362\u548c\u5b58\u50a8\uff0c\u638c\u63e1\u5982\u4f55\u4f7f\u7528\u5b83\u4eec\u5c06\u4e3a\u60a8\u63d0\u4f9b\u5728 python \u4e2d\u6709\u6548\u5904\u7406\u5404\u79cd\u6587\u4ef6\u7c7b\u578b\u7684\u5de5\u5177\u3002<\/p>\n<hr>\n<p>csv\uff08\u9017\u53f7\u5206\u9694\u503c\uff09\u6587\u4ef6\u901a\u5e38\u7528\u4e8e\u5b58\u50a8\u8868\u683c\u6570\u636e\uff0c\u4f8b\u5982\u7535\u5b50\u8868\u683c\u6216\u6570\u636e\u5e93\u3002 <\/p>\n<p>python \u901a\u8fc7\u5185\u7f6e\u7684 csv \u6a21\u5757\u4f7f\u5904\u7406 csv \u6587\u4ef6\u53d8\u5f97\u5bb9\u6613\uff0c\u8be5\u6a21\u5757\u63d0\u4f9b\u4e86\u8bfb\u53d6\u548c\u5199\u5165 csv \u6587\u4ef6\u7684\u529f\u80fd\u3002<\/p>\n<p>\u8981\u8bfb\u53d6 csv \u6587\u4ef6\uff0c\u6211\u4eec\u4f7f\u7528 csv.reader() \u51fd\u6570\uff0c\u8be5\u51fd\u6570\u8fd4\u56de\u4e00\u4e2a\u8bfb\u53d6\u5668\u5bf9\u8c61\uff0c\u53ef\u4ee5\u8fed\u4ee3\u8be5\u5bf9\u8c61\u6765\u8bbf\u95ee\u6587\u4ef6\u4e2d\u7684\u884c\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u8bfb\u53d6 csv \u6587\u4ef6<\/strong><\/p>\n<pre>import csv\n\n# open the csv file for reading\nwith open('data.csv', 'r') as file:\n    reader = csv.reader(file)\n\n    # iterate through each row in the csv\n    for row in reader:\n        print(row)\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u6253\u5f00 csv \u6587\u4ef6\uff0c\u5e76\u4f7f\u7528 csv.reader() \u9010\u884c\u8bfb\u53d6\u5b83\u3002 <\/p>\n<p>\u6bcf\u4e00\u884c\u90fd\u4f5c\u4e3a\u503c\u5217\u8868\u8fd4\u56de\uff0c\u4ece\u800c\u53ef\u4ee5\u8f7b\u677e\u5904\u7406\u6570\u636e\u3002<\/p>\n<p>\u5982\u679c\u60a8\u7684 csv \u6587\u4ef6\u6709\u6807\u9898\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 csv.dictreader() \u51fd\u6570\u5c06\u6bcf\u4e00\u884c\u4f5c\u4e3a\u5b57\u5178\u8bbf\u95ee\uff0c\u5176\u4e2d\u952e\u662f\u5217\u6807\u9898\u3002<\/p>\n<pre>import csv\n\n# open the csv file with headers\nwith open('data_with_headers.csv', 'r') as file:\n    reader = csv.dictreader(file)\n\n    # iterate through each row, accessing values by column name\n    for row in reader:\n        print(f\"name: {row['name']}, age: {row['age']}\")\n<\/pre>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cdictreader() \u51fd\u6570\u5c06 csv \u7684\u7b2c\u4e00\u884c\u89c6\u4e3a\u6807\u9898\uff0c\u5141\u8bb8\u60a8\u901a\u8fc7\u6807\u9898\u540d\u79f0\u5f15\u7528\u5217\u3002<\/p>\n<p>\u5199\u5165 csv \u6587\u4ef6\u540c\u6837\u7b80\u5355\u3002 <\/p>\n<p>csv.writer() \u51fd\u6570\u521b\u5efa\u4e00\u4e2a writer \u5bf9\u8c61\uff0c\u5141\u8bb8\u60a8\u5c06\u884c\u5199\u5165\u6587\u4ef6\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u5199\u5165 csv \u6587\u4ef6<\/strong><\/p>\n<pre>import csv\n\n# data to write to csv\ndata = [\n    [\"name\", \"age\", \"occupation\"],\n    [\"alice\", 30, \"engineer\"],\n    [\"bob\", 25, \"designer\"],\n    [\"charlie\", 35, \"teacher\"]\n]\n\n# open a csv file for writing\nwith open('output.csv', 'w', newline='') as file:\n    writer = csv.writer(file)\n\n    # write each row of data\n    writer.writerows(data)\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528 writer.writerows() \u5c06\u591a\u884c\u6570\u636e\u5199\u5165 csv \u6587\u4ef6\u3002 <\/p>\n<p>\u6570\u636e\u5217\u8868\u4e2d\u7684\u6bcf\u4e2a\u5b50\u5217\u8868\u4ee3\u8868 csv \u4e2d\u7684\u4e00\u884c\u3002<\/p>\n<hr>\n<p>json\uff08javascript \u5bf9\u8c61\u8868\u793a\u6cd5\uff09\u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u6570\u636e\u4ea4\u6362\u683c\u5f0f\uff0c\u6613\u4e8e\u4eba\u7c7b\u9605\u8bfb\u548c\u7f16\u5199\uff0c\u4e5f\u6613\u4e8e\u673a\u5668\u89e3\u6790\u548c\u751f\u6210\u3002 <\/p>\n<p>python \u7684 json \u6a21\u5757\u63d0\u4f9b\u4e86\u8bfb\u53d6\u548c\u5199\u5165 json \u6587\u4ef6\u7684\u51fd\u6570\uff0c\u4f7f\u5176\u6210\u4e3a\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u7684\u901a\u7528\u683c\u5f0f\u3002<\/p>\n<p>\u5728 python \u4e2d\u8bfb\u53d6 json \u6587\u4ef6\u5c31\u50cf\u4f7f\u7528 json.load() \u51fd\u6570\u4e00\u6837\u7b80\u5355\uff0c\u8be5\u51fd\u6570\u5c06 json \u6570\u636e\u8f6c\u6362\u4e3a python \u6570\u636e\u7ed3\u6784\uff08\u4f8b\u5982\u5b57\u5178\u6216\u5217\u8868\uff09\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u8bfb\u53d6 json \u6587\u4ef6<\/strong><\/p>\n<pre>import json\n\n# open and read the json file\nwith open('data.json', 'r') as file:\n    data = json.load(file)\n\n# accessing json data as a python dictionary\nprint(data['name'])\nprint(data['age'])\n\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06 json \u6570\u636e\u52a0\u8f7d\u5230 python \u5b57\u5178\u4e2d\uff0c\u5e76\u901a\u8fc7\u952e\u8bbf\u95ee\u5404\u4e2a\u5143\u7d20\u3002<\/p>\n<p>\u8981\u5c06python\u6570\u636e\u5199\u5165json\u6587\u4ef6\uff0c\u53ef\u4ee5\u4f7f\u7528json.dump()\u51fd\u6570\u3002 <\/p>\n<p>\u8be5\u51fd\u6570\u5c06 python \u5bf9\u8c61\u5e8f\u5217\u5316\u4e3a json \u683c\u5f0f\u7684\u5b57\u7b26\u4e32\u5e76\u5c06\u5176\u5199\u5165\u6587\u4ef6\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u5199\u5165 json \u6587\u4ef6<\/strong><\/p>\n<pre>import json\n\n# data to write to json\ndata = {\n    \"name\": \"alice\",\n    \"age\": 30,\n    \"occupation\": \"engineer\"\n}\n\n# open a json file for writing\nwith open('output.json', 'w') as file:\n    json.dump(data, file, indent=4)\n\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06 python \u5b57\u5178\u5199\u5165 json \u6587\u4ef6\u3002 <\/p>\n<p>indent=4 \u53c2\u6570\u786e\u4fdd json \u8f93\u51fa\u7684\u683c\u5f0f\u826f\u597d\uff0c\u5e76\u5e26\u6709\u7f29\u8fdb\uff0c\u4ee5\u63d0\u9ad8\u53ef\u8bfb\u6027\u3002<\/p>\n<hr>\n<p>\u4e8c\u8fdb\u5236\u6587\u4ef6\u4ee5\u4e8c\u8fdb\u5236\u683c\u5f0f\u5b58\u50a8\u6570\u636e\uff0c\u7528\u4e8e\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u548c\u5e8f\u5217\u5316\u6570\u636e\u7b49\u975e\u6587\u672c\u6570\u636e\u3002 <\/p>\n<p>\u4e0e\u6587\u672c\u6587\u4ef6\u4e0d\u540c\uff0c\u60a8\u9700\u8981\u4ee5\u4e8c\u8fdb\u5236\u6a21\u5f0f\uff08&#8217;rb&#8217;\u3001&#8217;wb&#8217;\uff09\u6253\u5f00\u4e8c\u8fdb\u5236\u6587\u4ef6\u624d\u80fd\u8bfb\u53d6\u6216\u5199\u5165\u5b83\u4eec\u3002<\/p>\n<p>\u8981\u8bfb\u53d6\u4e8c\u8fdb\u5236\u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u4ee5\u201crb\u201d\u6a21\u5f0f\u6253\u5f00\u5b83\u5e76\u4ee5\u5b57\u8282\u5f62\u5f0f\u8bfb\u53d6\u6570\u636e\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u8bfb\u53d6\u4e8c\u8fdb\u5236\u6587\u4ef6<\/strong><\/p>\n<pre># open the binary file for reading\nwith open('image.png', 'rb') as file:\n    binary_data = file.read()\n\n# print the first 10 bytes of the file\nprint(binary_data[:10])\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4ee5\u4e8c\u8fdb\u5236\u6a21\u5f0f\u6253\u5f00\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6\u5e76\u4ee5\u5b57\u8282\u5f62\u5f0f\u8bfb\u53d6\u5176\u5185\u5bb9\u3002 <\/p>\n<p>\u7136\u540e\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u60a8\u7684\u7528\u4f8b\u5904\u7406\u4e8c\u8fdb\u5236\u6570\u636e\uff08\u4f8b\u5982\u56fe\u50cf\u5904\u7406\u3001\u97f3\u9891\u5904\u7406\uff09\u3002<\/p>\n<p>\u5199\u5165\u4e8c\u8fdb\u5236\u6570\u636e\u540c\u6837\u7b80\u5355\u3002 <\/p>\n<p>\u60a8\u9700\u8981\u4ee5\u201cwb\u201d\u6a21\u5f0f\u6253\u5f00\u6587\u4ef6\u5e76\u5c06\u6570\u636e\u4ee5\u5b57\u8282\u5f62\u5f0f\u5199\u5165\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u5199\u5165\u4e8c\u8fdb\u5236\u6587\u4ef6<\/strong><\/p>\n<pre># Binary data to write\nbinary_data = b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHDR'\n\n# Open the binary file for writing\nwith open('output_image.png', 'wb') as file:\n    file.write(binary_data)\n\n<\/pre>\n<p>\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4e8c\u8fdb\u5236\u6570\u636e\u5199\u5165\u6587\u4ef6\uff0c\u8be5\u6587\u4ef6\u53ef\u4ee5\u662f\u56fe\u50cf\u3001\u97f3\u9891\u6216\u4efb\u4f55\u5176\u4ed6\u4e8c\u8fdb\u5236\u683c\u5f0f\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<hr>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u63a2\u7d22\u4e86 python \u4e2d\u7684\u9ad8\u7ea7\u6587\u4ef6\u64cd\u4f5c\uff0c\u91cd\u70b9\u662f\u5904\u7406 csv\u3001json \u548c\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002 <\/p>\n<p>\u6bcf\u79cd\u683c\u5f0f\u90fd\u6709\u81ea\u5df1\u7684\u7528\u4f8b\uff0cpython \u63d0\u4f9b\u4e86\u7b80\u5355\u7684\u5185\u7f6e\u5de5\u5177\u6765\u5e2e\u52a9\u60a8\u6709\u6548\u5730\u8bfb\u53d6\u548c\u5199\u5165\u8fd9\u4e9b\u6587\u4ef6\u7c7b\u578b\u3002<\/p>\n<ul>\n<li>csv\uff1a\u975e\u5e38\u9002\u5408\u8868\u683c\u6570\u636e\uff0c\u5e76\u4e14\u53ef\u4ee5\u4f7f\u7528 csv \u6a21\u5757\u8f7b\u677e\u5904\u7406\u3002<\/li>\n<li>json\uff1a\u975e\u5e38\u9002\u5408\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5c24\u5176\u662f\u5728\u4f7f\u7528 api \u548c web \u6570\u636e\u65f6\u3002<\/li>\n<li>\u4e8c\u8fdb\u5236\u6587\u4ef6\uff1a\u9002\u7528\u4e8e\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u7b49\u975e\u6587\u672c\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e8c\u8fdb\u5236\u6a21\u5f0f\u5904\u7406\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u8fd9\u4e9b\u6280\u672f\uff0c\u60a8\u73b0\u5728\u53ef\u4ee5\u5728 python \u4e2d\u5904\u7406\u5404\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u4f7f\u60a8\u7684\u7a0b\u5e8f\u66f4\u52a0\u901a\u7528\u5e76\u80fd\u591f\u5904\u7406\u5404\u79cd\u6570\u636e\u3002<\/p>\n<p>\u611f\u8c22\u60a8\u5173\u6ce8 python \u6587\u4ef6\u5904\u7406\u7cfb\u5217\uff01 <\/p>\n<p>\u672c\u7bc7\u5173\u4e8e\u300aWorking with CSV, JSON, and Binary Files in Python\u300b\u7684\u4ecb\u7ecd\u5c31\u5230\u6b64\u7ed3\u675f\u5566\uff0c\u4f46\u662f\u5b66\u65e0\u6b62\u5883\uff0c\u60f3\u8981\u4e86\u89e3\u5b66\u4e60\u66f4\u591a\u5173\u4e8e\u6587\u7ae0\u7684\u76f8\u5173\u77e5\u8bc6\uff0c\u8bf7\u5173\u6ce8\u516c\u4f17\u53f7\uff01<\/p>\n<p>      \u7248\u672c\u58f0\u660e \u672c\u6587\u8f6c\u8f7d\u4e8e\uff1adev.to \u5982\u6709\u4fb5\u72af\uff0c\u8bf7\u8054\u7cfb\u5220\u9664<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Working with CSV&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4925],"tags":[],"class_list":["post-204675","post","type-post","status-publish","format-standard","hentry","category-4925"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=204675"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204675\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=204675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=204675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=204675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}