{"id":953044,"date":"2024-12-27T01:38:58","date_gmt":"2024-12-26T17:38:58","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/953044.html"},"modified":"2024-12-27T01:39:01","modified_gmt":"2024-12-26T17:39:01","slug":"python%e8%84%9a%e6%9c%ac%e5%a6%82%e4%bd%95%e5%a4%9a%e5%b9%b6%e5%8f%91","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/953044.html","title":{"rendered":"python\u811a\u672c\u5982\u4f55\u591a\u5e76\u53d1"},"content":{"rendered":"

\"python\u811a\u672c\u5982\u4f55\u591a\u5e76\u53d1\"<\/p>\n

Python\u811a\u672c\u591a\u5e76\u53d1\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u3001\u5f02\u6b65IO\u5b9e\u73b0<\/strong>\uff0c\u8fd9\u51e0\u79cd\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u591a\u7ebf\u7a0b\u9002\u5408IO\u5bc6\u96c6\u578b\u4efb\u52a1\u3001\u591a\u8fdb\u7a0b\u9002\u5408CPU\u5bc6\u96c6\u578b\u4efb\u52a1\u3001\u5f02\u6b65IO\u9002\u5408\u9ad8\u5e76\u53d1IO\u64cd\u4f5c\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u7ed3\u5408\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u4e5f\u80fd\u63d0\u9ad8\u6548\u7387\u3002\u4e0b\u9762\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u4f7f\u7528\u591a\u7ebf\u7a0b\u7684\u65b9\u6cd5\u6765\u5b9e\u73b0\u591a\u5e76\u53d1\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u591a\u7ebf\u7a0b\u5e76\u53d1<\/h3>\n<\/p>\n

1\u3001\u591a\u7ebf\u7a0b\u6982\u8ff0<\/h4>\n<\/p>\n

\u591a\u7ebf\u7a0b\u662f\u6307\u5728\u4e00\u4e2a\u8fdb\u7a0b\u4e2d\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u7ebf\u7a0b\u3002\u7ebf\u7a0b\u662f\u8fdb\u7a0b\u4e2d\u7684\u4e00\u4e2a\u6267\u884c\u5355\u5143\uff0c\u6bcf\u4e2a\u7ebf\u7a0b\u5171\u4eab\u8fdb\u7a0b\u7684\u8d44\u6e90\uff0c\u5982\u5185\u5b58\u3002Python\u63d0\u4f9b\u4e86threading<\/code>\u6a21\u5757\u6765\u652f\u6301\u591a\u7ebf\u7a0b\u7f16\u7a0b\u3002<\/p>\n<\/p>\n

2\u3001\u4f7f\u7528threading<\/code>\u6a21\u5757<\/h4>\n<\/p>\n

threading<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u521b\u5efa\u548c\u7ba1\u7406\u7ebf\u7a0b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u672c\u793a\u4f8b\uff1a<\/p>\n<\/p>\n

import threading<\/p>\n
import time<\/p>\n
def worker(num):<\/p>\n
    """\u7ebf\u7a0b\u7684\u5de5\u4f5c\u51fd\u6570"""<\/p>\n
    print(f'Worker: {num}')<\/p>\n
    time.sleep(1)<\/p>\n
threads = []<\/p>\n
for i in range(5):<\/p>\n
    t = threading.Thread(target=worker, args=(i,))<\/p>\n
    threads.append(t)<\/p>\n
    t.start()<\/p>\n
for t in threads:<\/p>\n
    t.join()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u4e0a\u8ff0\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e865\u4e2a\u7ebf\u7a0b\uff0c\u6bcf\u4e2a\u7ebf\u7a0b\u6267\u884cworker<\/code>\u51fd\u6570\u3002t.join()<\/code>\u7528\u4e8e\u7b49\u5f85\u6240\u6709\u7ebf\u7a0b\u5b8c\u6210\u3002<\/p>\n<\/p>\n
3\u3001\u7ebf\u7a0b\u540c\u6b65<\/h4>\n<\/p>\n
\u5728\u591a\u7ebf\u7a0b\u7f16\u7a0b\u4e2d\uff0c\u7ebf\u7a0b\u540c\u6b65\u662f\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u3002Python\u63d0\u4f9b\u4e86\u591a\u79cd\u540c\u6b65\u673a\u5236\uff0c\u6bd4\u5982\u9501\uff08Lock\uff09\u3001\u6761\u4ef6\u53d8\u91cf\uff08Condition\uff09\u7b49\u3002<\/p>\n<\/p>\n
import threading<\/p>\n
lock = threading.Lock()<\/p>\n
def SAFe<\/a>_worker(num):<\/p>\n
    """\u4f7f\u7528\u9501\u6765\u4fdd\u8bc1\u7ebf\u7a0b\u5b89\u5168"""<\/p>\n
    with lock:<\/p>\n
        print(f'Safe Worker: {num}')<\/p>\n
threads = []<\/p>\n
for i in range(5):<\/p>\n
    t = threading.Thread(target=safe_worker, args=(i,))<\/p>\n
    threads.append(t)<\/p>\n
    t.start()<\/p>\n
for t in threads:<\/p>\n
    t.join()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u9501\u6765\u786e\u4fdd\u7ebf\u7a0b\u5728\u6267\u884csafe_worker<\/code>\u51fd\u6570\u65f6\u662f\u5b89\u5168\u7684\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u591a\u8fdb\u7a0b\u5e76\u53d1<\/h3>\n<\/p>\n
1\u3001\u591a\u8fdb\u7a0b\u6982\u8ff0<\/h4>\n<\/p>\n
\u591a\u8fdb\u7a0b\u662f\u6307\u5728\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u8fdb\u7a0b\u3002\u6bcf\u4e2a\u8fdb\u7a0b\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u5185\u5b58\u7a7a\u95f4\u3002Python\u7684multiprocessing<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u591a\u8fdb\u7a0b\u652f\u6301\u3002<\/p>\n<\/p>\n
2\u3001\u4f7f\u7528multiprocessing<\/code>\u6a21\u5757<\/h4>\n<\/p>\n
multiprocessing<\/code>\u6a21\u5757\u7684\u4f7f\u7528\u4e0ethreading<\/code>\u6a21\u5757\u7c7b\u4f3c\uff0c\u4f46\u5b83\u521b\u5efa\u7684\u662f\u8fdb\u7a0b\u800c\u975e\u7ebf\u7a0b\u3002<\/p>\n<\/p>\n
import multiprocessing<\/p>\n
import time<\/p>\n
def worker(num):<\/p>\n
    """\u8fdb\u7a0b\u7684\u5de5\u4f5c\u51fd\u6570"""<\/p>\n
    print(f'Worker: {num}')<\/p>\n
    time.sleep(1)<\/p>\n
processes = []<\/p>\n
for i in range(5):<\/p>\n
    p = multiprocessing.Process(target=worker, args=(i,))<\/p>\n
    processes.append(p)<\/p>\n
    p.start()<\/p>\n
for p in processes:<\/p>\n
    p.join()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u521b\u5efa\u4e865\u4e2a\u8fdb\u7a0b\uff0c\u6bcf\u4e2a\u8fdb\u7a0b\u6267\u884cworker<\/code>\u51fd\u6570\u3002<\/p>\n<\/p>\n
3\u3001\u8fdb\u7a0b\u95f4\u901a\u4fe1<\/h4>\n<\/p>\n
\u591a\u8fdb\u7a0b\u7f16\u7a0b\u4e2d\uff0c\u8fdb\u7a0b\u95f4\u901a\u4fe1\uff08IPC\uff09\u662f\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u3002multiprocessing<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86Queue<\/code>\u3001Pipe<\/code>\u7b49\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
import multiprocessing<\/p>\n
def worker(queue):<\/p>\n
    queue.put('Hello from worker')<\/p>\n
if __name__ == '__mAI<\/a>n__':<\/p>\n
    queue = multiprocessing.Queue()<\/p>\n
    p = multiprocessing.Process(target=worker, args=(queue,))<\/p>\n
    p.start()<\/p>\n
    print(queue.get())  # \u4ece\u961f\u5217\u4e2d\u83b7\u53d6\u6570\u636e<\/p>\n
    p.join()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Queue<\/code>\u6765\u5b9e\u73b0\u8fdb\u7a0b\u95f4\u901a\u4fe1\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u5f02\u6b65IO<\/h3>\n<\/p>\n
1\u3001\u5f02\u6b65IO\u6982\u8ff0<\/h4>\n<\/p>\n
\u5f02\u6b65IO\u662f\u6307\u901a\u8fc7\u4e8b\u4ef6\u9a71\u52a8\u7684\u65b9\u5f0f\u6765\u5904\u7406IO\u64cd\u4f5c\u3002Python\u7684asyncio<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u5f02\u6b65IO\u652f\u6301\u3002<\/p>\n<\/p>\n
2\u3001\u4f7f\u7528asyncio<\/code>\u6a21\u5757<\/h4>\n<\/p>\n
asyncio<\/code>\u6a21\u5757\u5141\u8bb8\u6211\u4eec\u7f16\u5199\u5355\u7ebf\u7a0b\u5e76\u53d1\u4ee3\u7801\u3002<\/p>\n<\/p>\n
import asyncio<\/p>\n
async def worker(num):<\/p>\n
    print(f'Worker: {num}')<\/p>\n
    await asyncio.sleep(1)<\/p>\n
async def main():<\/p>\n
    tasks = [worker(i) for i in range(5)]<\/p>\n
    await asyncio.gather(*tasks)<\/p>\n
asyncio.run(main())<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e865\u4e2a\u5f02\u6b65\u4efb\u52a1\uff0c\u6bcf\u4e2a\u4efb\u52a1\u6267\u884cworker<\/code>\u51fd\u6570\u3002<\/p>\n<\/p>\n
3\u3001\u5f02\u6b65IO\u7684\u4f18\u52bf<\/h4>\n<\/p>\n
\u5f02\u6b65IO\u9002\u7528\u4e8e\u5927\u91cfIO\u64cd\u4f5c\u7684\u573a\u666f\uff0c\u56e0\u4e3a\u5b83\u4e0d\u9700\u8981\u521b\u5efa\u591a\u4e2a\u7ebf\u7a0b\u6216\u8fdb\u7a0b\uff0c\u4ece\u800c\u8282\u7701\u4e86\u7cfb\u7edf\u8d44\u6e90\u3002<\/p>\n<\/p>\n
\u56db\u3001\u9009\u62e9\u9002\u5408\u7684\u65b9\u6cd5<\/h3>\n<\/p>\n
\u5728\u9009\u62e9\u591a\u5e76\u53d1\u65b9\u6cd5\u65f6\uff0c\u9700\u8981\u6839\u636e\u5177\u4f53\u4efb\u52a1\u7684\u6027\u8d28\u6765\u51b3\u5b9a\uff1a<\/p>\n<\/p>\n
    \n
  • IO\u5bc6\u96c6\u578b\u4efb\u52a1<\/strong>\uff1a\u4f18\u5148\u9009\u62e9\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65IO\u3002<\/li>\n
  • CPU\u5bc6\u96c6\u578b\u4efb\u52a1<\/strong>\uff1a\u4f18\u5148\u9009\u62e9\u591a\u8fdb\u7a0b\u3002<\/li>\n
  • \u9ad8\u5e76\u53d1IO\u64cd\u4f5c<\/strong>\uff1a\u5f02\u6b65IO\u901a\u5e38\u8868\u73b0\u66f4\u597d\u3002<\/li>\n<\/ul>\n
    \u4e94\u3001\u7efc\u5408\u5e94\u7528<\/h3>\n<\/p>\n
    \u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u7ed3\u5408\u4f7f\u7528\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u548c\u5f02\u6b65IO\u53ef\u4ee5\u8fbe\u5230\u66f4\u597d\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u7ebf\u7a0b\u5904\u7406\u7f51\u7edc\u8bf7\u6c42\uff0c\u540c\u65f6\u4f7f\u7528\u591a\u8fdb\u7a0b\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u6216\u5728\u5f02\u6b65\u4efb\u52a1\u4e2d\u5d4c\u5165\u591a\u7ebf\u7a0b\u64cd\u4f5c\u3002<\/p>\n<\/p>\n
    \u516d\u3001\u6027\u80fd\u8c03\u4f18<\/h3>\n<\/p>\n
    \u4e3a\u4e86\u63d0\u9ad8\u5e76\u53d1\u6027\u80fd\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n
      \n
    • \u51cf\u5c11\u9501\u7684\u4f7f\u7528<\/strong>\uff1a\u9501\u4f1a\u5bfc\u81f4\u7ebf\u7a0b\u963b\u585e\uff0c\u5c3d\u91cf\u51cf\u5c11\u9501\u7684\u4f7f\u7528\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002<\/li>\n
    • \u5408\u7406\u8bbe\u7f6e\u7ebf\u7a0b\/\u8fdb\u7a0b\u6570<\/strong>\uff1a\u6839\u636e\u673a\u5668\u7684\u6838\u6570\u5408\u7406\u8bbe\u7f6e\u7ebf\u7a0b\/\u8fdb\u7a0b\u6570\uff0c\u907f\u514d\u8fc7\u591a\u5bfc\u81f4\u4e0a\u4e0b\u6587\u5207\u6362\u5f00\u9500\u3002<\/li>\n
    • \u4f7f\u7528\u5f02\u6b65\u5e93<\/strong>\uff1a\u5728\u9700\u8981\u9ad8\u5e76\u53d1\u7684IO\u64cd\u4f5c\u65f6\uff0c\u4f18\u5148\u9009\u62e9\u5f02\u6b65\u5e93\uff08\u5982aiohttp<\/code>\uff09\u3002<\/li>\n
    • \u4f18\u5316\u7b97\u6cd5<\/strong>\uff1a\u5728CPU\u5bc6\u96c6\u578b\u4efb\u52a1\u4e2d\uff0c\u4f18\u5316\u7b97\u6cd5\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6027\u80fd\u3002<\/li>\n<\/ul>\n
      \u5728\u5b9e\u73b0\u591a\u5e76\u53d1\u65f6\uff0c\u9700\u8981\u6839\u636e\u5177\u4f53\u4efb\u52a1\u7684\u7279\u70b9\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5e76\u6ce8\u610f\u7ebf\u7a0b\u3001\u8fdb\u7a0b\u95f4\u7684\u540c\u6b65\u548c\u901a\u4fe1\u3002\u540c\u65f6\uff0c\u901a\u8fc7\u4e0d\u65ad\u7684\u6027\u80fd\u8c03\u4f18\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u9ad8\u811a\u672c\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n
      \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
       \u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u591a\u5e76\u53d1\uff1f<\/strong>
      \u5728Python\u4e2d\u5b9e\u73b0\u591a\u5e76\u53d1\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\uff0c\u5982\u7ebf\u7a0b\u3001\u8fdb\u7a0b\u548c\u5f02\u6b65\u7f16\u7a0b\u3002\u5e38\u89c1\u7684\u5e93\u5305\u62ecthreading<\/code>\u3001multiprocessing<\/code>\u548casyncio<\/code>\u3002\u9009\u62e9\u54ea\u4e2a\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u4efb\u52a1\u7c7b\u578b\u3002\u4f8b\u5982\uff0cI\/O\u5bc6\u96c6\u578b\u4efb\u52a1\u9002\u5408\u4f7f\u7528threading<\/code>\u6216asyncio<\/code>\uff0c\u800cCPU\u5bc6\u96c6\u578b\u4efb\u52a1\u5219\u66f4\u9002\u5408\u4f7f\u7528multiprocessing<\/code>\u3002<\/p>\n
      \u4f7f\u7528\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/strong>
      \u591a\u7ebf\u7a0b\u9002\u5408\u5904\u7406\u591a\u4e2aI\/O\u64cd\u4f5c\uff0c\u6bd4\u5982\u7f51\u7edc\u8bf7\u6c42\u6216\u6587\u4ef6\u8bfb\u53d6\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u5728\u7b49\u5f85\u671f\u95f4\u91ca\u653eGIL\uff08\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff09\u3002\u800c\u591a\u8fdb\u7a0b\u9002\u5408\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u901a\u8fc7\u5728\u591a\u4e2a\u8fdb\u7a0b\u4e2d\u5206\u914d\u8ba1\u7b97\u4efb\u52a1\uff0c\u53ef\u4ee5\u5145\u5206\u5229\u7528\u591a\u6838CPU\u7684\u4f18\u52bf\u3002\u4e86\u89e3\u5404\u81ea\u7684\u4f18\u7f3a\u70b9\u6709\u52a9\u4e8e\u9009\u62e9\u5408\u9002\u7684\u5e76\u53d1\u6a21\u578b\u3002<\/p>\n
      \u5982\u4f55\u4f7f\u7528asyncio\u8fdb\u884c\u5f02\u6b65\u7f16\u7a0b\uff1f<\/strong>
      asyncio<\/code>\u5e93\u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u7f16\u5199\u5f02\u6b65\u4ee3\u7801\u3002\u901a\u8fc7\u4f7f\u7528async<\/code>\u548cawait<\/code>\u5173\u952e\u5b57\uff0c\u53ef\u4ee5\u5728\u7a0b\u5e8f\u4e2d\u5b9a\u4e49\u5f02\u6b65\u51fd\u6570\uff0c\u5e76\u5728I\/O\u64cd\u4f5c\u65f6\u4e0d\u4f1a\u963b\u585e\u4e3b\u7ebf\u7a0b\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u54cd\u5e94\u6027\u548c\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u91cf\u5e76\u53d1\u8bf7\u6c42\u65f6\u3002\u53ef\u4ee5\u53c2\u8003\u5b98\u65b9\u6587\u6863\u83b7\u53d6\u66f4\u591a\u5173\u4e8e\u4e8b\u4ef6\u5faa\u73af\u548c\u534f\u7a0b\u7684\u4fe1\u606f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u811a\u672c\u591a\u5e76\u53d1\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u3001\u5f02\u6b65IO\u5b9e\u73b0\uff0c\u8fd9\u51e0\u79cd\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u591a\u7ebf\u7a0b\u9002\u5408IO\u5bc6\u96c6\u578b\u4efb\u52a1\u3001\u591a […]","protected":false},"author":3,"featured_media":953045,"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\/953044"}],"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=953044"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/953044\/revisions"}],"predecessor-version":[{"id":953046,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/953044\/revisions\/953046"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/953045"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=953044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=953044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=953044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}