{"id":746,"date":"2019-05-11T21:55:22","date_gmt":"2019-05-11T13:55:22","guid":{"rendered":"http:\/\/zkeeer.space\/?p=746"},"modified":"2019-05-11T21:55:22","modified_gmt":"2019-05-11T13:55:22","slug":"%e7%ae%80%e5%8d%95%e7%88%ac%e8%99%ab%e7%9a%84%e9%80%9a%e7%94%a8%e6%ad%a5%e9%aa%a4-%e5%a4%9a%e7%ba%bf%e7%a8%8b%e5%a4%9a%e8%bf%9b%e7%a8%8b%e7%88%ac%e8%99%ab%e7%a4%ba%e4%be%8b","status":"publish","type":"post","link":"http:\/\/zkeeer.space\/?p=746","title":{"rendered":"\u7b80\u5355\u722c\u866b\u7684\u901a\u7528\u6b65\u9aa4\u2014\u2014\u591a\u7ebf\u7a0b\/\u591a\u8fdb\u7a0b\u722c\u866b\u793a\u4f8b"},"content":{"rendered":"<h3>\u524d\u8a00<\/h3>\n<p>\u5f88\u4e45\u5f88\u4e45\u4ee5\u524d\uff0c\u6211\u5199\u4e86\u7bc7\u6587\u7ae0\u300a<a href=\"http:\/\/zkeeer.space\/?p=395\">\u7b80\u5355\u722c\u866b\u7684\u901a\u7528\u6b65\u9aa4<\/a>\u300b\uff0c\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u5bf9\u4e8e\u591a\u7ebf\u7a0b\/\u591a\u8fdb\u7a0b\/\u5206\u5e03\u5f0f\/\u589e\u91cf\u722c\u866b\u6ca1\u6709\u5177\u4f53\u4f8b\u5b50\u8fdb\u884c\u89e3\u91ca\uff0c\u73b0\u5728\u6765\u586b\u5751\u4e86\u3002<\/p>\n<ul>\n<li>\u672c\u6587\u4ee5\u53ca\u672c\u7cfb\u5217\u6587\u7ae0\u53ea\u9002\u7528\u4e8e\u5c0f\u767d\u5165\u95e8\uff0c\u6b22\u8fce\u5404\u8def\u5927\u795e\u6307\u70b9\u3002<\/li>\n<li>\u6b22\u8fce\u7f72\u540d\u8f6c\u8f7d<\/li>\n<\/ul>\n<h3>\u4ecb\u7ecd<\/h3>\n<p>\u5355\u7ebf\u7a0b\u722c\u866b\u5c31\u50cf\u662f\u4e00\u4e2a\u4eba\u5904\u7406\u4e00\u5806\u4e8b\u60c5\uff0c\u6ca1\u6cd5\u540c\u65f6\u5904\u7406\u5f88\u591a\u4e8b\uff0c\u6548\u7387\u5355\u4e00\u3002\u591a\u7ebf\u7a0b\u722c\u866b\u53ef\u4ee5\u6bd4\u4f5c\u597d\u591a\u4eba\u7ec4\u4e86\u4e00\u4e2ateam\u6765\u5904\u7406\u8fd9\u4e00\u5806\u4e8b\u60c5\u3002\u591a\u8fdb\u7a0b\u722c\u866b\u53ef\u4ee5\u8bf4\u662f\uff0c\u6709\u591a\u4e2ateam\uff08team\u91cc\u9762\u53ef\u80fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2a\u4eba\uff09\u6765\u5904\u7406\u4e00\u5806\u4e8b\u60c5\u3002\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u591a\u7ebf\u7a0b\/\u591a\u8fdb\u7a0b\u6bd4\u5355\u7ebf\u7a0b\u6548\u7387\u9ad8\u5f97\u591a\u3002\u591a\u8fdb\u7a0b\u76f8\u6bd4\u4e8e\u591a\u7ebf\u7a0b\uff0c\u5f00\u9500\u8f83\u5927\uff0c\u5728\u89c4\u6a21\u4e0d\u5927\u7684\u95ee\u9898\u5904\u7406\u4e0a\uff0c\u53ef\u80fd\u591a\u7ebf\u7a0b\u6bd4\u591a\u8fdb\u7a0b\u6548\u7387\u9ad8\uff0c\u5c31\u597d\u6bd4team\u5185\u90e8\u4ea4\u6d41\u6bd4\u8de8team\u4ea4\u6d41\u987a\u7545\u3002<\/p>\n<h3>\u591a\u7ebf\u7a0b\u57fa\u672c\u64cd\u4f5c<\/h3>\n<p>\u4ec5\u4ecb\u7ecd\u672c\u6587\u4e2d\u7528\u5230\u7684\u591a\u7ebf\u7a0b\u57fa\u672c\u64cd\u4f5c\u4ee5\u4f9b\u5165\u95e8\uff0c\u9700\u8981\u66f4\u591a\u8fdb\u9636\u77e5\u8bc6\uff0c\u8bf7\u81ea\u884c\u5b66\u4e60\u3002<\/p>\n<p>\u5728python\u4e2d\uff0c\u5efa\u8bae\u4f7f\u7528threading\u9ad8\u7ea7\u6a21\u5757\uff0c\u800c\u4e0d\u662f_thread\u6a21\u5757\u3002<\/p>\n<pre>from threading import Thread\r\nimport time\r\n\r\n\r\ndef func1(index):\r\n    print(\"I'm thread {}\".format(index))\r\n    time.sleep(index)\r\n    print(\"Thread {} end\".format(index))\r\n\r\n\r\nif __name__ == '__main__':\r\n    start_time = time.time()\r\n    thread_list = []\r\n    # \u5b9e\u4f8b\u5316\u4e00\u4e2a\u7ebf\u7a0b\r\n    # target\u662f\u76ee\u6807\u51fd\u6570\uff0c\u8bb0\u5f97\u522b\u52a0\u62ec\u53f7\r\n    # args\u662f\u76ee\u6807\u51fd\u6570\u7684\u53c2\u6570\uff0c\u5f53\u53c2\u6570\u4e2a\u6570\u4ec5\u6709\u4e00\u4e2a\u65f6\uff0c\u8bb0\u5f97\u540e\u9762\u52a0\u4e0a','\u9017\u53f7\r\n    for index in range(1,10):\r\n        thread_list.append(Thread(target=func1, args=(index,)))\r\n    # \u7528start\u542f\u52a8\u7ebf\u7a0b\r\n    for t in thread_list:\r\n        t.start()\r\n    # join\u8868\u793a\u7b49\u5f85\u7ebf\u7a0b\u6267\u884c\u7ed3\u675f\r\n    for t in thread_list:\r\n        t.join()\r\n    print(\"\u7528\u65f6\uff1a{:.2f}s\".format(time.time()-start_time))\r\n<\/pre>\n<p>\u591a\u7ebf\u7a0b\u901a\u4fe1\u6ca1\u4ec0\u4e48\u503c\u5f97\u6ce8\u610f\u7684\uff0c\u7528\u5168\u5c40\u53d8\u91cf\u4e5f\u884c\uff0c\u7528\u7c7b\u4e2d\u7684\u516c\u6709\u6210\u5458\u4e5f\u884c\u3002<\/p>\n<p>\u4f46\u8981\u6ce8\u610f\u4e00\u70b9\uff0c\u591a\u7ebf\u7a0b\u5171\u4eab\u4e00\u4e2a\u53d8\u91cf\u65f6\uff0c\u540c\u65f6\u8bfb\u5199\u4f1a\u9020\u6210\u6570\u636e\u9519\u8bef\u3002\u591a\u8fdb\u7a0b\u4f1a\u5c06\u53d8\u91cf\u5404\u81ea\u590d\u5236\u4e00\u4efd\u5230\u81ea\u5df1\u7684\u8fdb\u7a0b\u7a7a\u95f4\uff0c\u53d8\u91cf\u4e0d\u8fdb\u884c\u5171\u4eab\uff1b\u4f46\u662f\u591a\u7ebf\u7a0b\u662f\u4f1a\u5171\u4eab\u540c\u4e00\u4e2a\u53d8\u91cf\u7684\u3002\u4f8b\u5982\uff0c\u4e24\u4e2a\u7ebf\u7a0b\u540c\u65f6\u5bf9\u4e00\u4e2a\u516c\u5171\u53d8\u91cf\u8bfb\u51991,000,000\u6b21\u3002<\/p>\n<pre>from threading import Thread\r\nimport time\r\n\r\npublic_count = 0\r\n\r\n\r\ndef func_decrease():\r\n    global public_count\r\n    for index in range(1000000):\r\n        public_count -= 1\r\n\r\n\r\ndef func_increase():\r\n    global public_count\r\n    for index in range(1000000):\r\n        public_count += 1\r\n\r\n\r\nif __name__ == '__main__':\r\n    start_time = time.time()\r\n    increase_thread = Thread(target=func_increase)\r\n    decrease_thread = Thread(target=func_decrease)\r\n\r\n    increase_thread.start()\r\n    decrease_thread.start()\r\n\r\n    increase_thread.join()\r\n    decrease_thread.join()\r\n    print(public_count)\r\n<\/pre>\n<p>\u591a\u6b21\u6267\u884c\u7ed3\u679c\u5747\u4e0d\u76f8\u540c\uff0c\u4e14\u90fd\u4e0d\u4e3a0\u3002\u5f53\u591a\u4e2a\u7ebf\u7a0b\u5bf9\u540c\u4e00\u53d8\u91cf\u8fdb\u884c\u8bfb\u5199\uff08\u5c24\u5176\u662f\u5199\u64cd\u4f5c\uff09\u65f6\uff0c\u4e00\u5b9a\u8981\u52a0\u9501\u3002\u4ee5\u4e0a\u7a0b\u5e8f\u5c31\u53d8\u4e3a\uff1a<\/p>\n<pre>from threading import Thread, Lock\r\nimport time\r\n\r\npublic_count = 0\r\nlock = Lock() #\u5b9a\u4e49\u4e00\u4e2a\u9501\r\n\r\ndef func_decrease():\r\n    global public_count\r\n    for index in range(1000000):\r\n        lock.acquire() #\u83b7\u53d6\u9501\r\n        public_count -= 1 #\u4fee\u6539\r\n        lock.release() #\u91ca\u653e\u9501\r\n\r\n\r\ndef func_increase():\r\n    global public_count\r\n    for index in range(1000000):\r\n        lock.acquire()\r\n        public_count += 1\r\n        lock.release()\r\n\r\n\r\nif __name__ == '__main__':\r\n    start_time = time.time()\r\n    increase_thread = Thread(target=func_increase)\r\n    decrease_thread = Thread(target=func_decrease)\r\n\r\n    increase_thread.start()\r\n    decrease_thread.start()\r\n\r\n    increase_thread.join()\r\n    decrease_thread.join()\r\n    print(public_count)\r\n\r\n<\/pre>\n<p>\u8fd9\u6837\u6267\u884c\u7ed3\u679c\u5c31\u4e3a0 \u4e86\uff0c\u52a0\u9501\u4fdd\u8bc1\u4e86\u8fd9\u6bb5\u4ee3\u7801\u7684\u6267\u884c\u5b8c\u6574\u6027\uff0c\u4e2d\u95f4\u4e0d\u4f1a\u88ab\u6253\u65ad\u3002\u4f46\u662f\u540c\u65f6\u53ea\u6709\u4e00\u4e2a\u7ebf\u7a0b\u80fd\u83b7\u5f97\u9501\uff0c\u8fd9\u6837\u4e00\u6765\u4fdd\u8bc1\u4e86\u6570\u636e\u5b89\u5168\uff0c\u5931\u53bb\u4e86\u591a\u7ebf\u7a0b\u7684\u4f18\u52bf\u3002<\/p>\n<p><strong>\u6ce8\u610f\uff1a<\/strong><\/p>\n<p>\u4f7f\u7528\u5b8c\u4e00\u5b9a\u8981\u8c03\u7528lock.release()!!!!!!!!!!!\u907f\u514d\u5176\u4ed6\u7ebf\u7a0b\u7b49\u5f85\u4e8b\u4ef6\u8fc7\u957f\u9020\u6210\u6b7b\u9501\u3002<\/p>\n<p>\u5f53\u591a\u4e2a\u7ebf\u7a0b\u62e5\u6709\u4e0d\u540c\u7684\u9501\uff0c\u53c8\u7b49\u5f85\u5176\u4ed6\u7ebf\u7a0b\u91ca\u653e\u5176\u4ed6\u9501\u65f6\uff0c\u4f1a\u9020\u6210\u6b7b\u9501\u73b0\u8c61\u3002\u5c31\u50cf\u662f\u4e24\u961f\u4eba\u9a6c\u4ea4\u6362\u4eba\u8d28\uff0c\u90fd\u558a\u7740\u8ba9\u5bf9\u9762\u7ed9\u5148\u653e\u4eba\uff0c\u81ea\u5df1\u4eba\u56de\u6765\u540e\u518d\u653e\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u591a\u4e2a\u7ebf\u7a0b\u90fd\u9677\u5165\u7b49\u5f85\u72b6\u6001\uff0c\u7b49\u5f85\u5176\u4ed6\u7ebf\u7a0b\u91ca\u653e\u9501\u3002\u8fd9\u5c31\u9020\u6210\u4e86\u6b7b\u9501\u3002<\/p>\n<h3>\u591a\u8fdb\u7a0b\u57fa\u672c\u64cd\u4f5c<\/h3>\n<p>\u5728unix\/linux\/mac\u4e2d\uff0c\u4f7f\u7528fork()\u53ef\u4ee5\u521b\u5efa\uff1b\u4f46\u662f\u5728windows\u4e0a\uff0c\u9700\u8981\u4f7f\u7528multiprocessing\u6a21\u5757\u3002\u8fd9\u6b21\u4e3b\u8981\u8bf4multiprocessing\u3002<\/p>\n<p>\u57fa\u672c\u64cd\u4f5c\u4e0ethreading\u7c7b\u4f3c\uff0c\u4f7f\u7528Process\u7c7b\u8ddfThread\u7c7b\u4e00\u6837\u7684\u7528\u6cd5\uff0c\u540c\u65f6\u6709\u591a\u7ebf\u7a0b\u901a\u4fe1Queue\u7684\u4f7f\u7528\u65b9\u6cd5\uff08Pipe\u7684\u4f7f\u7528\u65b9\u6cd5\u81ea\u884c\u67e5\u9605\uff09\u53ef\u4ee5\u770b\u4e0b\u9762\u7684\u7a0b\u5e8f\uff1a<\/p>\n<pre>from multiprocessing import Process, Queue\r\nimport time\r\n\r\n\r\ndef func1(index, q):\r\n    print(\"I'm Process {}\".format(index))\r\n    q.put(index)\r\n    time.sleep(index)\r\n    print(\"Process {} end\".format(index))\r\n\r\n\r\nif __name__ == '__main__':\r\n    start_time = time.time()\r\n    Process_list = []\r\n    q = Queue()\r\n    # \u5b9e\u4f8b\u5316\u4e00\u4e2a\u7ebf\u7a0b\r\n    # target\u662f\u76ee\u6807\u51fd\u6570\uff0c\u8bb0\u5f97\u522b\u52a0\u62ec\u53f7\r\n    # args\u662f\u76ee\u6807\u51fd\u6570\u7684\u53c2\u6570\uff0c\u5f53\u53c2\u6570\u4e2a\u6570\u4ec5\u6709\u4e00\u4e2a\u65f6\uff0c\u8bb0\u5f97\u540e\u9762\u52a0\u4e0a','\u9017\u53f7\r\n    for index in range(1, 14):\r\n        Process_list.append(Process(target=func1, args=(index, q)))\r\n    # \u7528start\u542f\u52a8\u7ebf\u7a0b\r\n    for t in Process_list:\r\n        t.start()\r\n    # join\u8868\u793a\u7b49\u5f85\u7ebf\u7a0b\u6267\u884c\u7ed3\u675f\r\n    for t in Process_list:\r\n        t.join()\r\n    for index in range(1,14):\r\n        print(q.get())\r\n    print(\"\u7528\u65f6\uff1a{:.2f}s\".format(time.time() - start_time))<\/pre>\n<p>\u5f53\u9700\u8981\u542f\u52a8\u5927\u91cf\u8fdb\u7a0b\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fdb\u7a0b\u6c60Pool\u7c7b\u521b\u5efa\u5b50\u8fdb\u7a0b\u3002\u4f8b\u5982\uff1a<\/p>\n<pre>from multiprocessing import Process, Queue, Pool, Manager\r\nimport time\r\n\r\n\r\ndef func1(index, q):\r\n    print(\"I'm Process {}\".format(index))\r\n    q.put(index)\r\n    time.sleep(index)\r\n    print(\"Process {} end\".format(index))\r\n\r\n\r\nif __name__ == '__main__':\r\n    start_time = time.time()\r\n    Process_list = []\r\n    pool = Pool() #\u9ed8\u8ba4\u662fCPU\u6838\u5fc3\u6570\r\n    q = Manager().Queue()\r\n    # \u5b9e\u4f8b\u5316\u4e00\u4e2a\u7ebf\u7a0b\r\n    # target\u662f\u76ee\u6807\u51fd\u6570\uff0c\u8bb0\u5f97\u522b\u52a0\u62ec\u53f7\r\n    # args\u662f\u76ee\u6807\u51fd\u6570\u7684\u53c2\u6570\uff0c\u5f53\u53c2\u6570\u4e2a\u6570\u4ec5\u6709\u4e00\u4e2a\u65f6\uff0c\u8bb0\u5f97\u540e\u9762\u52a0\u4e0a','\u9017\u53f7\r\n    for index in range(1, 14):\r\n        #apply_async\u8868\u793a\u5f02\u6b65\u975e\u963b\u585e\uff0c\u4e0d\u7528\u7b49\u6267\u884c\u5b8c\uff0c\u968f\u65f6\u6839\u636e\u7cfb\u7edf\u8c03\u5ea6\u6765\u5207\u6362\r\n        #pool.apply\u662f\u963b\u585e\u7684\uff0c\u7b49\u6267\u884c\u5b8c\u624d\u80fd\u6267\u884c\u4e0b\u4e00\u4e2a\u3002\r\n        pool.apply_async(func=func1,args=(index,q))\r\n    #\u5173\u95ed\u8fdb\u7a0b\u6c60\uff0c\u4e0d\u5141\u8bb8\u5176\u4ed6\u8fdb\u7a0b\u518d\u52a0\u5165\r\n    pool.close()\r\n    #\u7b49\u6240\u6709\u8fdb\u7a0b\u6267\u884c\u5b8c\r\n    pool.join()\r\n    for index in range(1,14):\r\n        print(q.get())\r\n    print(\"\u7528\u65f6\uff1a{:.2f}s\".format(time.time() - start_time))\r\n<\/pre>\n<p><strong>\u6ce8\u610f\uff1a\u4f7f\u7528\u8fdb\u7a0b\u6c60\u7684\u65f6\u5019\uff0c\u961f\u5217\u8981\u7528Manager().Queue()\u800c\u4e0d\u662fQueue()\uff0c\u5426\u5219\u8fdb\u7a0b\u65e0\u6cd5\u542f\u52a8\uff01\uff01\uff01\uff01\uff01\uff01<\/strong><\/p>\n<h3>\u7a0b\u5e8f\u793a\u4f8b<\/h3>\n<p>\u4e0b\u9762\u4ee5\u722c\u53d6\u714e\u86cb\u7f51\u65e0\u804a\u56fe\u4e3a\u4f8b\uff0c\u4ee3\u7801\u7ed3\u6784\u53ef\u4ee5\u53c2\u8003\u300a<a href=\"http:\/\/zkeeer.space\/?p=395\">\u7b80\u5355\u722c\u866b\u7684\u901a\u7528\u6b65\u9aa4<\/a>\u300b\u4e2d\u7684\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u90e8\u5206\u3002<\/p>\n<ul>\n<li>\u5728\u4f7f\u7528\u5355\u7ebf\u7a0b\uff08<a href=\"https:\/\/github.com\/ZKeeer\/MySpiders\/blob\/master\/SingleEX.py\">\u5355\u7ebf\u7a0b\u722c\u866b\u793a\u4f8b<\/a>\uff09\u7684\u65f6\u5019\uff0c\u7528\u65f6346S\uff0c\u7f51\u7edcIO\u4e0d\u52301Mb\/s\uff0c\u6ca1\u6709\u5145\u5206\u53d1\u6325\u7f51\u7edc\u7684\u6027\u80fd\u3002<\/li>\n<li>\u4f7f\u7528\u591a\u7ebf\u7a0b\uff08<a href=\"https:\/\/github.com\/ZKeeer\/MySpiders\/blob\/master\/MultiThreadEX.py\">\u591a\u7ebf\u7a0b\u722c\u866b\u793a\u4f8b<\/a>\uff09\u7684\u65f6\u5019\uff0c\u7528\u65f668S\uff0c\u7f51\u7edcIO\u4e00\u76f4\u6ee1\u8d1f\u8f7d\uff0cCPU\/\u5185\u5b58\u7b49\u7a7a\u95f2\u8f83\u5927\u3002<\/li>\n<li>\u4f7f\u7528\u591a\u8fdb\u7a0b\u7684\u65f6\u5019\uff08<a href=\"https:\/\/github.com\/ZKeeer\/MySpiders\/blob\/master\/MultiProcessEX.py\">\u591a\u8fdb\u7a0b\u722c\u866b\u793a\u4f8b<\/a>\uff09\uff0c\u7528\u65f678S\uff0c\u7f51\u7edcIO\u7565\u6709\u7a7a\u95f2\uff0cCPU\/\u5185\u5b58\u7b49\u7a7a\u95f2\u8f83\u5927\u3002<\/li>\n<\/ul>\n<p>\u4e0a\u9762\u63d0\u5230\u8fc7\uff0c\u591a\u8fdb\u7a0b\u5f00\u9500\u8f83\u591a\u7ebf\u7a0b\u5927\uff0c\u5728\u7f51\u7edcIO\u6216\u8005\u78c1\u76d8IO\u5bc6\u96c6\u578b\u7684\u722c\u866b\u4e2d\uff0c\u591a\u8fdb\u7a0b\u4e0d\u4e00\u5b9a\u80fd\u4f53\u73b0\u51fa\u4f18\u52bf\u3002\u4f46\u662f\u5728\u8ba1\u7b97\u5bc6\u96c6\u578b\u7a0b\u5e8f\u4e2d\uff0c\u591a\u8fdb\u7a0b\u4f18\u52bf\u5927\u4e8e\u591a\u7ebf\u7a0b\uff08\u56e0\u4e3apython\u4e2d\u6709GIL\uff0c\u591a\u7ebf\u7a0b\u65e0\u6cd5\u5229\u7528\u591a\u6838\u4f18\u52bf\uff09\u3002<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>\uff08\u5199\u7684\u6bd4\u8f83\u4e71\uff0c\u60f3\u5230\u54ea\u513f\u5199\u5230\u54ea\u513f\uff09<\/p>\n<p>\u6709\u4e0a\u5bf9\u6bd4\u7ed3\u679c\u53ef\u4ee5\u770b\u51fa\uff0c\u722c\u866b\u7c7b\uff08\u5c24\u5176\u662f\u4e0b\u8f7d\u7c7b\u722c\u866b\uff09\u8ba1\u7b97\u91cf\u4e0d\u5927\u7684\u8bdd\uff0c\u5bf9\u7f51\u7edc\u6027\u80fd\u548c\u78c1\u76d8\u6027\u80fd\u8981\u6c42\u6bd4\u8f83\u9ad8\uff0c\u5f53\u7136\u73b0\u5728SSD\u6bd4\u8f83\u666e\u53ca\uff0c\u78c1\u76d8\u6027\u80fd\u4e0d\u662f\u5f88\u5927\u95ee\u9898\u3002\u6240\u4ee5\uff0c\u5bf9\u4e8e\u722c\u866b\u7a0b\u5e8f\u4e2d\u7684\u4e0b\u8f7d\u90e8\u5206\uff0c\u53ef\u4ee5\u5f00\u542f\u591a\u7ebf\u7a0b\u4ee5\u5145\u5206\u53d1\u6325\u7f51\u7edc\u7684\u6027\u80fd\uff0c\u5bf9\u4e8e\u722c\u866b\u7a0b\u5e8f\u4e2d\u7684\u8ba1\u7b97\u90e8\u5206\uff0c\u53ef\u4ee5\u5f00\u542f\u8f83\u5c11\u7684\u7ebf\u7a0b\u751a\u81f3\u662f\u5355\u7ebf\u7a0b\u8fd0\u884c\u3002\u4ee5\u8fbe\u5230\u603b\u4f53\u6548\u7387\u6700\u5927\u3002<\/p>\n<p>\u4f46\u662f\u6709\u5199\u722c\u866b\u6293\u53d6\u5b8c\u6570\u636e\u540e\u9700\u8981\u8fdb\u884c\u5927\u91cf\u8fd0\u7b97\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u5206\u914d\u8f83\u591a\u7684\u7ebf\u7a0b\u7ed9\u8ba1\u7b97\u90e8\u5206\uff0c\u8f83\u5c11\u90e8\u5206\u5206\u914d\u7ed9\u4e0b\u8f7d\u90e8\u5206\u3002\u4ee5\u8fbe\u5230\u603b\u4f53\u6548\u7387\u6700\u5927\u3002<\/p>\n<p>\u8981\u505a\u5230\u4ee5\u4e0a\u90e8\u5206\uff0c\u9700\u8981\u9884\u5148\u5bf9\u722c\u866b\u4efb\u52a1\u8fdb\u884c\u5206\u6790\uff0c\u786e\u8ba4\u81ea\u5df1\u7684\u722c\u866b\u504f\u91cd\u4e8e\u4ec0\u4e48\uff0c\u6027\u80fd\u74f6\u9888\u5728\u54ea\u513f\u3002\u540c\u6837\u8981\u9488\u5bf9\u81ea\u5df1\u7684\u5206\u6790\uff0c\u8fdb\u884c\u5408\u7406\u7684\u7a0b\u5e8f\u8bbe\u8ba1\u3002<\/p>\n<p>\u5927\u5bb6\u53ef\u4ee5\u770b\u5230\u4ee5\u4e0a\u4e09\u4e2a\u793a\u4f8b\u7684\u4ee3\u7801\u76f8\u5dee\u4e0d\u591a\uff0c\u4e0b\u8f7d\u90e8\u5206\/\u8ba1\u7b97\u90e8\u5206\/\u56fe\u7247\u5b58\u50a8\u90fd\u53ef\u4ee5\u590d\u7528\uff0c\u53ea\u662f\u9700\u8981\u91cd\u65b0\u5199\u4e00\u4e0b\u7ebf\u7a0b\/\u8fdb\u7a0b\u7684\u5b89\u6392\u5c31\u884c\u4e86\u3002<\/p>\n<p>python\u4e2d\uff0c\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u7684\u4ee3\u7801\u5dee\u8ddd\u4e0d\u5927\uff0c\u4e3b\u8981\u5728\u8fdb\u7a0b\u901a\u4fe1\u4e0a\u9762\uff1b\u5982\u679c\u4e0d\u6d89\u53ca\u8fdb\u7a0b\u901a\u4fe1\u95ee\u9898\uff0c\u751a\u81f3\u4e0d\u9700\u8981\u6539\u52a8\u4ee3\u7801\uff0c\u5269\u4e0b\u7684\u4ea4\u7ed9python\u5904\u7406\u3002<\/p>\n<p>\u591a\u7ebf\u7a0b\/\u591a\u8fdb\u7a0b\/\u5206\u5e03\u5f0f\u722c\u866b\uff0c\u7ed3\u6784\u533a\u522b\u4e0d\u5927\uff0c\u5c31\u662f\u5355\u4e2a\u722c\u866b\u7684\u8fd0\u884c\u73af\u5883\u662f\u7ebf\u7a0b\/\u8fdb\u7a0b\u8fd8\u662f\u5355\u4e2a\u4e3b\u673a\u3002\u8fd8\u6709\u5c31\u662f\u901a\u4fe1\u65b9\u5f0f\u4e0d\u540c\uff0c\u591a\u7ebf\u7a0b\u5904\u4e8e\u540c\u4e00\u8fdb\u7a0b\uff0c\u901a\u4fe1\u6bd4\u8f83\u65b9\u4fbf\uff0c\u53d8\u91cf\u90fd\u5171\u4eab\uff1b\u591a\u8fdb\u7a0b\u9700\u8981\u8de8\u8fdb\u7a0b\u901a\u4fe1\uff0c\u901a\u8fc7\u4f7f\u7528Queue\u6216Pipe\uff1b\u5206\u5e03\u5f0f\u901a\u8fc7\u7f51\u7edc\u548credis\u8fd9\u79cd\u6570\u636e\u5e93\u3002<\/p>\n<p>\u4e0b\u7bc7\u6587\u7ae0\u5b9e\u73b0\u4e00\u4e2a\u7b80\u5355\u7684\u5206\u5e03\u5f0f\u722c\u866b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5f88\u4e45\u5f88\u4e45\u4ee5\u524d\uff0c\u6211\u5199\u4e86\u7bc7\u6587\u7ae0\u300a\u7b80\u5355\u722c &hellip; <a href=\"http:\/\/zkeeer.space\/?p=746\" class=\"more-link\">More <span class=\"screen-reader-text\">\u7b80\u5355\u722c\u866b\u7684\u901a\u7528\u6b65\u9aa4\u2014\u2014\u591a\u7ebf\u7a0b\/\u591a\u8fdb\u7a0b\u722c\u866b\u793a\u4f8b<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[11,37,35],"_links":{"self":[{"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/posts\/746"}],"collection":[{"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/zkeeer.space\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=746"}],"version-history":[{"count":3,"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/posts\/746\/revisions"}],"predecessor-version":[{"id":749,"href":"http:\/\/zkeeer.space\/index.php?rest_route=\/wp\/v2\/posts\/746\/revisions\/749"}],"wp:attachment":[{"href":"http:\/\/zkeeer.space\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/zkeeer.space\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=746"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/zkeeer.space\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}