{"id":3199,"date":"2022-05-06T15:58:55","date_gmt":"2022-05-06T07:58:55","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=3199"},"modified":"2022-05-06T15:58:55","modified_gmt":"2022-05-06T07:58:55","slug":"%e5%8c%ba%e5%9d%97%e9%93%be%e5%92%8c%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e5%85%b1%e5%90%8c%e5%85%b3%e9%94%ae%e8%af%8d%ef%bc%9a%e5%88%86%e5%b8%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2022\/05\/06\/3199\/","title":{"rendered":"\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u7684\u5171\u540c\u5173\u952e\u8bcd\uff1a\u5206\u5e03\u5f0f"},"content":{"rendered":"<p data-id=\"pd157317-ElTpO5ct\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3203\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/05\/79-300x165-1.png\" width=\"300\" height=\"165\" alt=\"\" \/><\/p>\n<p data-id=\"p8763f2b-4yboKsIg\">\u5927\u6570\u636e\u548c\u533a\u5757\u94fe\u5177\u6709\u4e00\u4e2a\u5171\u540c\u7684\u5173\u952e\u8bcd\uff1a\u5206\u5e03\u5f0f\u3002<\/p>\n<p data-id=\"p8763f2b-p2DO9pyC\">\u5206\u5e03\u5f0f\u7684\u601d\u60f3\u8ba9\u5927\u6570\u636e\u6280\u672f\u5b9e\u73b0\u4e86\u5206\u5e03\u5f0f\u8ba1\u7b97\u548c\u5206\u5e03\u5f0f\u534f\u540c\u5de5\u4f5c\uff0c\u6280\u672f\u624b\u6bb5\u4e5f\u4ece\u6743\u5a01\u5784\u65ad\u8f6c\u5411\u4e86\u53bb\u4e2d\u5fc3\u5316\u3002<\/p>\n<p data-id=\"p8763f2b-zzETZB9m\">\u800c\u533a\u5757\u94fe\u6280\u672f\u4f5c\u4e3a\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7684\u5178\u578b\u4ee3\u8868\uff0c\u4e5f\u5177\u6709\u5206\u5e03\u5f0f\u7684\u7279\u70b9\u3002<\/p>\n<p data-id=\"p8763f2b-TmbigX3D\">\u4e24\u8005\u5728\u8fd9\u4e00\u70b9\u4e0a\u7684\u7edf\u4e00\u5e26\u6765\u4e86\u878d\u5408\u53d1\u5c55\u7684\u53ef\u80fd\u3002<\/p>\n<h4 id=\"h0a19650-1hVMi8SP\" data-id=\"h0a19650-1hVMi8SP\">1.\u5206\u5e03\u5f0f\uff1a\u8ba9\u5927\u6570\u636e\u548c\u533a\u5757\u94fe\u4ece\u6280\u672f\u6743\u5a01\u5411\u53bb\u4e2d\u5fc3\u5316\u8f6c\u53d8<\/h4>\n<p data-id=\"p8763f2b-VngOJiqU\">\u4ece\u5386\u53f2\u4e0a\u7684\u53d1\u5c55\u6765\u770b\uff0cIT\u6280\u672f\u53d1\u5c55\u5448\u73b0\u51fa\u4e00\u79cd\u96c6\u4e2d\u4e0e\u5206\u5e03\u4ea4\u66ff\u7684\u87ba\u65cb\u5f0f\u4e0a\u5347\u7684\u5f62\u6001<\/p>\n<p data-id=\"pb60e94d-65VgGTDa\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3204\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/05\/791-300x85-1.png\" width=\"300\" height=\"85\" alt=\"\" \/><\/p>\n<p data-id=\"pb60e94d-QH9f7UdW\"><strong>IT\u6280\u672f\u5448\u73b0\u87ba\u65cb\u5316\u4e0a\u5347<\/strong><\/p>\n<p data-id=\"p8763f2b-D4FT6m2B\">\u5728\u8ba1\u7b97\u673a\u8bde\u751f\u521d\u671f\uff0c\u6280\u672f\u662f\u96c6\u4e2d\u5316\u7684\uff0c\u8fd9\u662f\u56e0\u4e3a\u6280\u672f\u7684\u9650\u5236\u5bfc\u81f4\u4e86\u4f7f\u7528\u6a21\u5f0f\u53ea\u80fd\u662f\u4e00\u5bf9\u4e00\u7684\u3002<\/p>\n<p data-id=\"p8763f2b-ZnIuXlnv\">\u4e3a\u4e86\u589e\u52a0\u8ba1\u7b97\u673a\u7684\u5229\u7528\u7387\uff0c\u884c\u4e1a\u516c\u53f8\u5f88\u5feb\u5f00\u59cb\u90e8\u7f72\u65b0\u7684\u8bbe\u8ba1\u3002<\/p>\n<p data-id=\"p8763f2b-PgP7mGQU\">IBM\u516c\u53f8\u5f15\u5165\u4e86\u865a\u62df\u5316\u7684\u8bbe\u8ba1\u601d\u60f3\uff0c\u5c06\u4e00\u53f0\u5927\u578b\u673a\u5728\u4e3a\u591a\u4e2a\u5ba2\u6237\u670d\u52a1\u65f6\u5206\u5272\u51fa\u591a\u4e2a\u865a\u62df\u7684\u5c0f\u578b\u4e3b\u673a\uff0c\u8fd9\u662f\u4e00\u79cd\u5341\u5206\u590d\u6742\u7684\u96c6\u4e2d\u5f0f\u8ba1\u7b97\u3002<\/p>\n<p data-id=\"p8763f2b-ICyH4WWX\">\u7b49\u8fdb\u5165\u5230\u5c0f\u578b\u673a\u548cPC\u65f6\u4ee3\uff0c\u867d\u7136\u4f7f\u7528\u6a21\u5f0f\u56de\u5f52\u4e86\u4e00\u5bf9\u4e00\u7684\u6a21\u5f0f\uff0c\u4f46\u662f\u8ba1\u7b97\u673a\u8bbe\u5907\u5df2\u7ecf\u5206\u6563\u5230\u4e86\u5404\u4e2a\u5730\u65b9\u3002<\/p>\n<p data-id=\"p8763f2b-4sNCemGe\">\u7b49\u8fdb\u5165\u6210\u719f\u7684\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u5df2\u7ecf\u8fd0\u7528\u4e86\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u6a21\u5f0f\uff0c\u53ea\u4e0d\u8fc7\u5404\u4e2a\u670d\u52a1\u5668\u4e4b\u95f4\u8fd8\u662f\u5206\u6563\u7684\uff0c\u6ca1\u6709\u8fde\u6210\u7f51\u7edc\u3002<\/p>\n<p data-id=\"p8763f2b-4eQMNCVG\">\u8fdb\u5165\u4e91\u8ba1\u7b97\u65f6\u4ee3\uff0c\u8ba1\u7b97\u80fd\u529b\u53c8\u88ab\u7edf\u4e00\u7ba1\u63a7\u8d77\u6765\u3002<\/p>\n<p data-id=\"p8763f2b-Iwfbf77b\">\u867d\u7136\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u4f9d\u65e7\u4ee5\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e3a\u6280\u672f\u57fa\u7840\uff0c\u4f46\u670d\u52a1\u5668\u4e4b\u95f4\u5df2\u7ecf\u5f62\u6210\u4e86\u5206\u5e03\u5f0f\u534f\u540c\u5de5\u4f5c\u6a21\u5f0f\u3002<\/p>\n<p data-id=\"p8763f2b-cQBkPSHk\">\u56e0\u4e3a\u534f\u540c\u7684\u7279\u70b9\uff0c\u6574\u4f53\u4e0a\u8fd9\u5e94\u8be5\u662f\u4e00\u79cd\u96c6\u4e2d\u5f0f\u7684\u8ba1\u7b97\u670d\u52a1\u3002<\/p>\n<p data-id=\"p8763f2b-nP84cxzy\">\u5230\u4e86\u4ee5\u4e91\u8ba1\u7b97\u4e3a\u57fa\u7840\u8bbe\u65bd\u7684\u5927\u6570\u636e\u65f6\u4ee3\uff0cIT\u6280\u672f\u4e2d\u4ecd\u65e7\u8574\u542b\u7740\u5206\u5e03\u5f0f\u7684\u6838\u5fc3\u601d\u60f3\u3002<\/p>\n<p data-id=\"p8763f2b-Ob4T7VZr\">\u4ee5\u73b0\u5728\u6700\u5e38\u7528\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u6280\u672f\u7684\u4ee3\u8868MapReduce\u6765\u8bf4\uff0c\u5927\u6570\u636e\u9700\u8981MapReduce\u5c06\u4efb\u52a1\u5206\u89e3\u540e\u8fdb\u884c\u5206\u5e03\u5f0f\u8ba1\u7b97\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u5408\u5e76\u3002<\/p>\n<p data-id=\"p8763f2b-u87lJHVM\">\u5206\u5e03\u5f0f\u7684\u6280\u672f\u5f62\u6210\u4e86\u4e00\u79cd\u53bb\u4e2d\u5fc3\u5316\u7684\u7cfb\u7edf\uff0c\u5176\u4e2d\u7684\u6bcf\u4e2a\u7ec4\u6210\u90e8\u5206\u90fd\u662f\u540c\u7b49\u91cd\u8981\u7684\u3002<\/p>\n<p data-id=\"p8763f2b-3i1yIRWY\">\u5177\u6709\u8fd9\u4e2a\u7279\u70b9\u7684\u533a\u5757\u94fe\u6280\u672f\u5728\u8fd9\u4e00\u70b9\u4e0a\u4e5f\u663e\u5f97\u5341\u5206\u7a81\u51fa\u3002\u4ece\u672c\u8d28\u4e0a\u770b\uff0c\u533a\u5757\u94fe\u662f\u4e00\u79cd\u53bb\u4e2d\u5fc3\u5316\u7684\u5206\u5e03\u5f0f\u8d26\u672c\u3002<\/p>\n<p data-id=\"p8763f2b-2sjMg490\">\u533a\u5757\u94fe\u901a\u8fc7\u65f6\u95f4\u987a\u5e8f\u5c06\u6301\u7eed\u589e\u957f\u7684\u6570\u636e\u6574\u7406\u6210\u94fe\u5f0f\u6570\u636e\u7ed3\u6784\uff0c\u7cfb\u7edf\u4e2d\u6240\u6709\u8282\u70b9\u5171\u540c\u53c2\u4e0e\u6570\u636e\u7684\u8bb0\u5f55\u3002\u5728\u201c\u5206\u5e03\u5f0f\u201d\u8fd9\u4e00\u7406\u5ff5\u4e0a\uff0c\u5927\u6570\u636e\u548c\u533a\u5757\u94fe\u6280\u672f\u53d6\u5f97\u4e86\u4e00\u81f4\u3002<\/p>\n<p data-id=\"p8763f2b-U08VAHha\">\u800c\u5206\u5e03\u5f0f\u6982\u5ff5\u7684\u51fa\u73b0\uff0c\u4ee3\u8868\u4e86\u4e00\u79cd\u4ece\u6280\u672f\u6743\u5a01\u5784\u65ad\u5230\u53bb\u4e2d\u5fc3\u5316\u7684\u8f6c\u53d8\u3002<\/p>\n<p data-id=\"p8763f2b-pIcIho9U\">\u5728IT\u65b9\u9762\u4e2d\u7684\u6280\u672f\u5784\u65ad\u66f4\u52a0\u6307\u5411\u5177\u6709\u5784\u65ad\u6027\u8d28\u7684\u5927\u578b\u4e92\u8054\u7f51\u516c\u53f8\uff0c\u5047\u5982\u67d0\u5bb6\u516c\u53f8\u638c\u63e1\u4e86\u6240\u6709\u4e92\u8054\u7f51\u793e\u4ea4\u8f6f\u4ef6\u7684\u6280\u672f\uff0c\u90a3\u4e48\u5b83\u5c31\u53ef\u4ee5\u5c06\u6574\u4e2a\u793e\u4f1a\u8206\u8bba\u63a7\u5236\u5728\u624b\u4e2d\u3002<\/p>\n<p data-id=\"p8763f2b-gV9ocMDR\">\u666e\u901a\u6c11\u4f17\u56e0\u4e3a\u8981\u4f7f\u7528\u8be5\u516c\u53f8\u63d0\u4f9b\u7684\u793e\u4ea4\u8f6f\u4ef6\uff0c\u6839\u672c\u65e0\u6cd5\u987a\u5229\u53d1\u51fa\u5bf9\u8be5\u516c\u53f8\u7684\u8d28\u7591\u3002<\/p>\n<p data-id=\"p8763f2b-WVmm9kyj\">\u4e00\u5bb6\u516c\u53f8\u72ec\u5927\uff0c\u751a\u81f3\u638c\u63a7\u4e86\u793e\u4f1a\u8206\u8bba\uff0c\u666e\u901a\u6c11\u4f17\u5931\u53bb\u4e86\u53d1\u58f0\u3001\u76d1\u7ba1\u7684\u6743\u5229\uff0c\u8fd9\u663e\u7136\u662f\u5341\u5206\u4e0d\u5229\u4e8e\u793e\u4f1a\u5b89\u5b9a\u7684\u4e8b\u60c5\uff0c\u4e5f\u8fdd\u80cc\u4e86\u4e92\u8054\u7f51\u201c\u7f51\u7edc\u81ea\u7531\u201d\u7684\u521d\u8877\uff0c\u5404\u56fd\u653f\u5e9c\u4e5f\u5728\u53cd\u4e92\u8054\u7f51\u6280\u672f\u5784\u65ad\u4e0a\u505a\u51fa\u4e86\u5404\u79cd\u52aa\u529b\u3002<\/p>\n<p data-id=\"p8763f2b-EEtZv5ml\">\u800c\u5f53\u201c\u5206\u5e03\u5f0f\u201d\u7684\u6982\u5ff5\u51fa\u73b0\u540e\uff0c\u4ece\u6839\u672c\u4e0a\u6253\u7834\u4e86\u6280\u672f\u6743\u5a01\u5784\u65ad\u7684\u60c5\u51b5\uff0c\u5f62\u6210\u4e86\u201c\u65e0\u4e2d\u5fc3\u201d\u7684\u65b0\u6280\u672f\u3002<\/p>\n<p data-id=\"p8763f2b-sbauY6a6\">\u5728\u5206\u5e03\u5f0f\u7684\u7cfb\u7edf\u4e2d\uff0c\u6240\u6709\u53c2\u4e0e\u8005\u4eab\u6709\u540c\u7b49\u7684\u6743\u5229\u3002\u5927\u6570\u636e\u7684\u5404\u4e2a\u534f\u540c\u5de5\u4f5c\u7ec4\u4ef6\u7f3a\u4e00\u4e0d\u53ef\uff0c\u4e92\u76f8\u534f\u8c03\u624d\u80fd\u5b8c\u6210\u5de5\u4f5c\uff1b<\/p>\n<p data-id=\"p8763f2b-albYeuQP\">\u533a\u5757\u94fe\u7684\u5404\u4e2a\u8282\u70b9\u5171\u540c\u76d1\u7763\u6570\u636e\uff0c\u6bcf\u4e2a\u8282\u70b9\u90fd\u6709\u8d28\u7591\u548c\u88ab\u8d28\u7591\u7684\u8fc7\u7a0b\u3002<\/p>\n<p data-id=\"p8763f2b-d47tIgyN\">\u5206\u5e03\u5f0f\u7684\u6838\u5fc3\u601d\u60f3\u8ba9\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u90fd\u5177\u6709\u4e86\u4ece\u6280\u672f\u6743\u5a01\u5230\u53bb\u4e2d\u5fc3\u5316\u7684\u7279\u70b9\u3002<\/p>\n<p data-id=\"p8763f2b-GT5LO5Qp\">\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5728\u5206\u5e03\u5f0f\u4e0a\u7684\u5171\u540c\u70b9\u6709\u4e24\u4e2a\u5177\u4f53\u7684\u9886\u57df\uff1a<strong>\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97<\/strong>\u3002<\/p>\n<h4 id=\"h0a19650-HVWXEhnY\" data-id=\"h0a19650-HVWXEhnY\">2.\u5206\u5e03\u5f0f\u5b58\u50a8\uff1aHDFS VS\u533a\u5757<\/h4>\n<p data-id=\"p8763f2b-XPiEtlaW\">\u5206\u5e03\u5f0f\u5b58\u50a8\u662f\u76f8\u5bf9\u96c6\u4e2d\u5f0f\u5b58\u50a8\u800c\u8a00\u7684\u3002<\/p>\n<p data-id=\"p8763f2b-28XHoAd1\">\u5728\u4f20\u7edf\u7684\u6570\u636e\u5b58\u50a8\u6280\u672f\u4e2d\uff0c\u6570\u636e\u88ab\u96c6\u4e2d\u653e\u7f6e\u5728\u4e00\u4e2a\u7279\u5b9a\u7684\u6570\u636e\u5e93\u4e2d\uff0c\u5c31\u597d\u6bd4\u7528\u4e00\u4e2a\u7bee\u5b50\u88c5\u6240\u6709\u7684\u9e21\u86cb\uff1b<\/p>\n<p data-id=\"p8763f2b-ydkKSl1O\">\u800c\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5219\u5229\u7528\u4e86\u591a\u4e2a\u6570\u636e\u5e93\uff0c\u5171\u540c\u5b58\u50a8\u6570\u636e\uff0c\u201c\u9e21\u86cb\u201d\u88ab\u5206\u6563\u5728\u4e86\u5404\u4e2a\u5bb9\u5668\u4e2d\u3002<\/p>\n<p data-id=\"p8763f2b-gLsH2Kh0\">\u5728\u5b58\u50a8\u6570\u636e\u4e0a\uff0c\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u90fd\u91c7\u7528\u4e86\u5206\u5e03\u5f0f\u5b58\u50a8\u7684\u6280\u672f\u3002<\/p>\n<p data-id=\"p8763f2b-8MRw5SsF\">\u533a\u5757\u94fe\u5b58\u50a8\u6570\u636e\u7684\u57fa\u672c\u5355\u5143\u662f\u533a\u5757\uff0c\u800c\u5927\u6570\u636e\u5219\u662fHadoop\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\uff08HDFS\uff09\u3002<\/p>\n<p data-id=\"p8763f2b-fyu3zYDA\">\u5982\u679c\u628a\u533a\u5757\u94fe\u770b\u4f5c\u8d26\u672c\uff0c\u533a\u5757\u94fe\u4e2d\u7684\u533a\u5757\u5c31\u662f\u8d26\u672c\u4e2d\u7684\u8d26\u9875\u3002<\/p>\n<p data-id=\"p8763f2b-7rMnB6ei\">\u5728\u6bd4\u7279\u5e01\u7684\u533a\u5757\u94fe\u4e2d\uff0c\u6bcf\u4e00\u4e2a\u533a\u5757\u90fd\u8bb0\u5f55\u4e86\u4e00\u6bb5\u65f6\u95f4\u5185\u6bd4\u7279\u5e01\u7684\u4ea4\u6613\u6570\u636e\u3002<\/p>\n<p data-id=\"p8763f2b-2h5yZcqQ\">\u5728\u4e2d\u672c\u806a\u521b\u7acb\u6bd4\u7279\u5e01\u65f6\uff0c\u6784\u5efa\u4e86\u7b2c\u4e00\u4e2a\u533a\u5757\u2014\u2014\u521b\u4e16\u533a\u5757\u3002<\/p>\n<p data-id=\"p8763f2b-blrEbT1L\">\u5bf9\u4e8e\u533a\u5757\u94fe\u6765\u8bf4\uff0c\u8ba1\u7b97\u673a\u8fdb\u5165\u533a\u5757\u94fe\u4e2d\u6210\u4e3a\u4e00\u4e2a\u201c\u533a\u5757\u201d\u662f\u6ca1\u6709\u4ec0\u4e48\u7279\u6b8a\u8981\u6c42\u7684\uff0c\u53ea\u8981\u8ba1\u7b97\u80fd\u529b\u591f\u5f3a\uff0c\u5c31\u53ef\u4ee5\u6210\u4e3a\u4e00\u4e2a\u65b0\u7684\u533a\u5757\u3002<\/p>\n<p data-id=\"p8763f2b-Mirh9XNj\">\u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd9\u4e9b\u533a\u5757\u7684\u8ba1\u7b97\u673a\u8bbe\u5907\u53ef\u4ee5\u51fa\u73b0\u5728\u5730\u7403\u7684\u5404\u4e2a\u89d2\u843d\u3002<\/p>\n<p data-id=\"p8763f2b-6JtGKhag\">\u90a3\u4e48\u8fd9\u4e9b\u539f\u672c\u5206\u6563\u7684\u8bbe\u5907\u662f\u600e\u4e48\u7ec4\u5408\u5728\u4e00\u8d77\u5f62\u6210\u201c\u533a\u5757\u94fe\u201d\u7684\u5462\uff1f<\/p>\n<p data-id=\"p8763f2b-16rPi7LC\">\u5728\u533a\u5757\u94fe\u7684\u533a\u5757\u4e2d\uff0c\u9664\u4e86\u201c\u521b\u4e16\u533a\u5757\u201d\u53ea\u6709\u4e00\u4e2aID\u8bc6\u522b\u53f7\u4e4b\u5916\uff0c\u540e\u7eed\u5efa\u7acb\u7684\u533a\u5757\u90fd\u5305\u542b\u4e24\u4e2aID\u8bc6\u522b\u53f7\uff0c\u4e00\u4e2a\u662f\u5c5e\u4e8e\u81ea\u5df1\u7684\uff0c\u4e00\u4e2a\u662f\u5c5e\u4e8e\u524d\u4e00\u4e2a\u533a\u5757\u7684\u3002<\/p>\n<p data-id=\"p8763f2b-W7UsjEAV\">\u901a\u8fc7ID\u53f7\u7801\u4e4b\u95f4\u7684\u6307\u5411\uff0c\u533a\u5757\u5c31\u6309\u7167\u65f6\u95f4\u987a\u5e8f\u8fde\u6210\u4e86\u533a\u5757\u94fe\u3002<\/p>\n<p data-id=\"p8763f2b-dSqR6B1q\">\u7531\u4e8e\u9700\u8981\u5e94\u5bf9\u6d77\u91cf\u4e14\u5728\u6301\u7eed\u5feb\u901f\u589e\u957f\u7684\u6570\u636e\uff0c\u5927\u6570\u636e\u5728\u6570\u636e\u5b58\u50a8\u65b9\u9762\u5219\u66f4\u52a0\u6ce8\u91cd\u6027\u4ef7\u6bd4\uff0c\u5b9e\u73b0\u5b58\u50a8\u5bb9\u91cf\u5f39\u6027\u6269\u5f20\u3002<\/p>\n<p data-id=\"p8763f2b-uASqgUSz\">HDFS\u662f\u5927\u6570\u636e\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4e3b\u8981\u4f7f\u7528\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6280\u672f\uff0c\u80fd\u591f\u6ee1\u8db3\u5546\u7528\u786c\u4ef6\u7684\u9ad8\u6027\u4ef7\u6bd4\u7684\u8981\u6c42\uff0c\u56e0\u6b64\u5728\u4f17\u591a\u5206\u5e03\u5f0f\u6280\u672f\u4e2d\u8131\u9896\u800c\u51fa\u3002<\/p>\n<p data-id=\"pb60e94d-0I3G20dc\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3205\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/05\/792-300x185-1.png\" width=\"300\" height=\"185\" alt=\"\" \/><\/p>\n<p data-id=\"pb60e94d-YSoYRM3n\"><strong>HDFS\u7684\u7279\u70b9<\/strong><\/p>\n<p data-id=\"p8763f2b-r4Pqidut\"><strong>1\uff09\uff0e\u4f4e\u6210\u672c<\/strong><\/p>\n<p data-id=\"p8763f2b-uiutFYNv\">HDFS\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u662f\u4f9d\u9760\u6570\u767e\u4e2a\u751a\u81f3\u6570\u5343\u4e2a\u670d\u52a1\u5668\u5171\u540c\u5de5\u4f5c\u5b9e\u73b0\u7684\uff0c\u8fd9\u6837\u4e00\u6765\uff0c\u5728\u670d\u52a1\u5668\u51fa\u73b0\u6545\u969c\u65f6\u5c31\u53ea\u9700\u8981\u5355\u72ec\u7ef4\u4fee\u8fd9\u4e00\u53f0\u673a\u5668\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<p data-id=\"p8763f2b-uXl1Tf4t\">\u5982\u679c\u662f\u96c6\u4e2d\u5f0f\u7684\u5927\u578b\u670d\u52a1\u5668\uff0c\u9047\u5230\u6545\u969c\u7684\u7ef4\u4fee\u6210\u672c\u5c06\u8981\u9ad8\u8bb8\u591a\u3002HDFS\u7cfb\u7edf\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u5b9e\u73b0\u4e86\u4f4e\u6210\u672c\u7684\u76ee\u6807\u3002<\/p>\n<p data-id=\"p8763f2b-N5pw3KaY\"><strong>2\uff09\uff0e\u9ad8\u5bb9\u9519<\/strong><\/p>\n<p data-id=\"p8763f2b-tbhsUNqi\">\u7531\u4e8eHDFS\u662f\u4f17\u591a\u670d\u52a1\u5668\u534f\u540c\u5de5\u4f5c\uff0c\u5171\u540c\u5b9e\u73b0\u5206\u5e03\u5b58\u50a8\uff0cHDFS\u7ed9\u6bcf\u4e2a\u6570\u636e\u6587\u4ef6\u90fd\u51c6\u5907\u4e86\u4e24\u4e2a\u5197\u4f59\u5907\u4efd\uff0c\u4fdd\u8bc1\u6bcf\u4e2a\u6570\u636e\u6587\u4ef6\u88ab\u5b58\u50a8\u4e09\u6b21\u3002<\/p>\n<p data-id=\"p8763f2b-s1GdKoAj\">\u8fd9\u6837\u5373\u4f7f\u67d0\u53f0\u670d\u52a1\u5668\u51fa\u73b0\u6545\u969c\uff0cHDFS\u4e5f\u53ef\u4ee5\u5728\u5907\u4efd\u6570\u636e\u7684\u5e2e\u52a9\u4e0b\u7ee7\u7eed\u8fdb\u884c\u5de5\u4f5c\u3002<\/p>\n<p data-id=\"p8763f2b-yHg9IQc1\">\u6240\u4ee5HDFS\u5141\u8bb8\u673a\u5668\u53d1\u751f\u6545\u969c\uff0c\u5177\u6709\u9ad8\u5bb9\u9519\u7684\u7279\u70b9\u3002<\/p>\n<p data-id=\"p8763f2b-qChowheC\"><strong>3\uff09\uff0e\u9ad8\u541e\u5410<\/strong><\/p>\n<p data-id=\"p8763f2b-kVxRLqIY\">HDFS\u7684\u8bbf\u95ee\u6a21\u578b\u662f\u201c\u4e00\u6b21\u5199\u5165\u591a\u6b21\u8bfb\u5199\u201d\u5f0f\u7684\uff0c\u53ea\u80fd\u591f\u5728\u7ed3\u5c3e\u8ffd\u52a0\u63cf\u8ff0\u6570\u636e\u7684\u53d8\u52a8\u800c\u4e0d\u5141\u8bb8\u76f4\u63a5\u4fee\u6539\u6587\u4ef6\u3002<\/p>\n<p data-id=\"p8763f2b-q6FbgSiH\">\u8fd9\u6837\u5c31\u7b80\u5316\u4e86\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u7684\u6d41\u7a0b\uff0c\u5b9e\u73b0\u4e86\u9ad8\u541e\u5410\u7684\u6570\u636e\u8bbf\u95ee\u3002<\/p>\n<p data-id=\"p8763f2b-E9dixO13\">\u867d\u7136\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5728\u5b58\u50a8\u6570\u636e\u7684\u5b9e\u73b0\u6280\u672f\u4e0a\u91c7\u7528\u4e86\u4e0d\u540c\u7684\u65b9\u5f0f\uff0c\u4f46\u4e0d\u80fd\u5426\u8ba4\u5b83\u4eec\u90fd\u662f\u57fa\u4e8e\u201c\u5206\u5e03\u5f0f\u201d\u7684\u601d\u60f3\u51fa\u53d1\u7684\uff1a\u901a\u8fc7\u5229\u7528\u591a\u4e2a\u8ba1\u7b97\u673a\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u3002<\/p>\n<p data-id=\"p8763f2b-s8Wn7niX\">\u8fd9\u6837\u7684\u5b58\u50a8\u65b9\u5f0f\u8ba9\u5927\u6570\u636e\u6280\u672f\u6709\u80fd\u529b\u5e94\u5bf9\u5e9e\u5927\u7684\u6570\u636e\u91cf\uff0c\u4e5f\u8ba9\u533a\u5757\u94fe\u5b9e\u73b0\u4e86\u53bb\u4e2d\u5fc3\u5316\u7684\u5171\u6cbb\u3002<\/p>\n<h4 id=\"h0a19650-eJJIjQUU\" data-id=\"h0a19650-eJJIjQUU\">3.\u5206\u5e03\u5f0f\u8ba1\u7b97\uff1aMapReduce VS\u5171\u8bc6\u673a\u5236<\/h4>\n<p data-id=\"p8763f2b-89o0ffsi\">\u5206\u5e03\u5f0f\u8ba1\u7b97\u662f\u4e00\u79cd\u65b0\u7684\u8ba1\u7b97\u65b9\u5f0f\uff0c\u662f\u6307\u4e24\u4e2a\u6216\u591a\u4e2a\u8f6f\u4ef6\u4e4b\u95f4\u4e92\u76f8\u5171\u4eab\u4fe1\u606f\uff0c\u5408\u4f5c\u8ba1\u7b97\u3002<\/p>\n<p data-id=\"p8763f2b-HD9DFdF5\">\u5206\u5e03\u5f0f\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u8981\u6c42\u8fd9\u4e9b\u8f6f\u4ef6\u5728\u4e00\u53f0\u8ba1\u7b97\u673a\u4e0a\u8fd0\u884c\uff0c\u53ef\u4ee5\u5728\u591a\u53f0\u8ba1\u7b97\u673a\u4e0a\u901a\u8fc7\u7f51\u7edc\u8fde\u63a5\u5171\u540c\u8fd0\u7b97\u3002<\/p>\n<p data-id=\"p8763f2b-3rJnp4TW\">\u7b80\u5355\u70b9\u6765\u8bf4\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u5c31\u662f\u5c06\u5927\u91cf\u7684\u6570\u636e\u5206\u5272\u6210\u591a\u4e2a\u8f83\u5c0f\u7684\u5355\u5143\uff0c\u5206\u6d3e\u7ed9\u591a\u53f0\u8ba1\u7b97\u673a\u5206\u5de5\u8ba1\u7b97\uff0c\u6700\u540e\u5c06\u6240\u6709\u7ed3\u679c\u8fdb\u884c\u6c47\u603b\u3002<\/p>\n<p data-id=\"p8763f2b-llFnEiua\">\u8fd9\u79cd\u8ba1\u7b97\u65b9\u5f0f\u662f\u4e91\u8ba1\u7b97\u7684\u6280\u672f\u57fa\u7840\uff0c\u5bf9\u6570\u636e\u6d77\u91cf\u7684\u5927\u6570\u636e\u8ba1\u7b97\u6765\u8bf4\u610f\u4e49\u91cd\u5927\uff0c\u56e0\u4e3a\u521b\u9020\u4e00\u4e2a\u7b97\u529b\u8db3\u4ee5\u5e94\u5bf9PB\u7ea7\u522b\u7684\u8ba1\u7b97\u673a\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002<\/p>\n<p data-id=\"p8763f2b-0R4bdHFR\">\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u7406\u8bba\u5728\u5f88\u65e9\u4ee5\u524d\u5c31\u5df2\u7ecf\u6709\u79d1\u7814\u4eba\u5458\u5728\u7814\u7a76\uff0c\u4f46\u5b9e\u8df5\u65b9\u6848\u5e76\u4e0d\u591a\uff0c\u4e5f\u6ca1\u6709\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n<p data-id=\"p8763f2b-iAIhp8Od\">\u76f4\u5230\u8c37\u6b4c\u516c\u5e03\u4e86MapReduce\u4e4b\u540e\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u5e94\u7528\u624d\u5f00\u59cb\u5f97\u5230\u5e7f\u6cdb\u5173\u6ce8\u3002<\/p>\n<p data-id=\"p8763f2b-P98wkKVU\">\u5728\u5927\u6570\u636e\u9886\u57df\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u6210\u529f\u6848\u4f8b\u5c31\u6709MapReduce\u3002<\/p>\n<p data-id=\"p8763f2b-KRkKAUXz\">MapReduce\u662f\u4e91\u8ba1\u7b97\u7684\u6838\u5fc3\u6280\u672f\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff08\u5927\u4e8e1 TB\uff09\u7684\u5e76\u884c\u8fd0\u7b97\uff0c\u5728\u5927\u6570\u636e\u7684\u5206\u5e03\u5f0f\u8fd0\u7b97\u4e2d\u5177\u6709\u826f\u597d\u7684\u8868\u73b0\u3002<\/p>\n<p data-id=\"p8763f2b-18KxV8z8\">\u540c\u65f6MapReduce\u4e5f\u662f\u4e00\u79cd\u7b80\u5316\u7684\u5206\u5e03\u5f0f\u7f16\u7a0b\u6280\u672f\uff0c\u80fd\u591f\u6709\u6548\u63d0\u9ad8\u590d\u6742\u95ee\u9898\u7684\u5e76\u884c\u5904\u7406\u6548\u7387\u3002<\/p>\n<p data-id=\"p8763f2b-UzIeaCCu\">\u800c\u5728\u533a\u5757\u94fe\u4e2d\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u601d\u60f3\u4f53\u73b0\u5728\u201c\u5171\u8bc6\u673a\u5236\u201d\u4e2d\u3002<\/p>\n<p data-id=\"p8763f2b-LEwu0j5S\">\u533a\u5757\u94fe\u7684\u5171\u8bc6\u673a\u5236\u662f\u533a\u5757\u4e4b\u95f4\u8fbe\u6210\u5171\u8bc6\u3001\u5199\u5165\u6570\u636e\u7684\u624b\u6bb5\uff0c\u4e5f\u662f\u9632\u6b62\u6570\u636e\u7be1\u6539\u7684\u624b\u6bb5\u3002<\/p>\n<p data-id=\"p8763f2b-6g4R4eLE\">\u533a\u5757\u94fe\u7684\u5171\u8bc6\u673a\u5236\u6709\u591a\u79cd\uff0c\u6bd4\u7279\u5e01\u533a\u5757\u94fe\u91c7\u7528\u7684\u662f\u201c\u5de5\u4f5c\u91cf\u8bc1\u660e\u201d\uff0c\u610f\u5473\u7740\u53ea\u6709\u7b97\u529b\u8d85\u8fc7\u4e8651%\u7684\u8bb0\u8d26\u533a\u5757\u7684\u8ba1\u7b97\u673a\u624d\u6709\u5199\u5165\u4e0b\u4e00\u7b14\u6570\u636e\u7684\u6743\u5229\uff0c\u8fd9\u4e5f\u5927\u5927\u964d\u4f4e\u4e86\u7be1\u6539\u4ea4\u6613\u8bb0\u5f55\u7684\u53ef\u80fd\u3002<\/p>\n<p data-id=\"p8763f2b-W6Rsu9te\">\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u6838\u5fc3\u5728\u4e8e\u4e0d\u540c\u8ba1\u7b97\u673a\u901a\u8fc7\u4fe1\u606f\u4ea4\u6362\u80fd\u591f\u6700\u7ec8\u8fbe\u6210\u4e00\u81f4\u7684\u7ed3\u8bba\uff0c\u533a\u5757\u94fe\u7684\u5171\u8bc6\u673a\u5236\u4e5f\u521a\u597d\u4f53\u73b0\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n<p data-id=\"p8763f2b-ruqCqoB7\">\u9664\u4e86\u6bd4\u7279\u5e01\u533a\u5757\u94fe\u91c7\u7528\u7684\u201c\u5de5\u4f5c\u91cf\u8bc1\u660e\u201d\u673a\u5236\uff0c\u201c\u5510\u76db\u94fe\u201d\u91c7\u7528\u7684GEAR\u534f\u8bae\u4e5f\u662f\u5171\u8bc6\u673a\u5236\u7684\u4e00\u79cd\u3002<\/p>\n<p data-id=\"p8763f2b-FH9sM2Vq\">GEAR\u534f\u8bae\u662f\u7531\u5510\u76db\uff08\u5317\u4eac\uff09\u7269\u8054\u6280\u672f\u6709\u9650\u516c\u53f8\u81ea\u4e3b\u7814\u53d1\u7684\u5171\u8bc6\u534f\u8bae\uff0c\u7531\u8f6e\u8f6c\u8bb0\u8d26\u3001\u96c6\u4f53\u8bc4\u4f30\u548c\u9f7f\u8f6e\u5171\u8bc6\u8def\u7531\u4e09\u4e2a\u5b50\u534f\u8bae\u7ec4\u6210\u3002<\/p>\n<p data-id=\"p8763f2b-eQ19R0ZH\">\u8be5\u534f\u8bae\u5145\u5206\u8003\u8651\u4e86\u533a\u5757\u94fe\u4e0a\u7684\u6570\u636e\u7ed3\u6784\u7279\u70b9\u548c\u70b9\u5bf9\u70b9\u6c9f\u901a\u7684\u4fe1\u606f\u4ea4\u6d41\u6a21\u5f0f\uff0c\u5728\u5b9e\u73b0\u6570\u636e\u540c\u6b65\u5171\u8bc6\u65f6\u652f\u6301\u591a\u79cd\u573a\u666f\u7075\u6d3b\u8fd0\u7528\u3002<\/p>\n<p data-id=\"p8763f2b-0HFskyCH\">\u628a\u5927\u6570\u636e\u548c\u533a\u5757\u94fe\u4e24\u8005\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e94\u7528\u7ed3\u5408\u8d77\u6765\u770b\uff0c\u4f1a\u53d1\u73b0\u6838\u5fc3\u7279\u70b9\u5c31\u5728\u4e8e\u6570\u636e\u7684\u540c\u6b65\u5171\u4eab\u548c\u8d1f\u8f7d\u5e73\u8861\u3002<\/p>\n<p data-id=\"p8763f2b-e9ThnmI3\">\u901a\u8fc7\u5206\u5e03\u5f0f\u8ba1\u7b97\uff0c\u6570\u636e\u8d44\u6e90\u5728\u6240\u6709\u7684\u8ba1\u7b97\u673a\u4e0a\u90fd\u6709\u5907\u4efd\uff0c\u65b9\u4fbf\u5b9e\u73b0\u7a00\u6709\u8d44\u6e90\u7684\u5171\u4eab\uff1b<\/p>\n<p data-id=\"p8763f2b-PnJwO6G2\">\u4e5f\u53ef\u4ee5\u964d\u4f4e\u8ba1\u7b97\u673a\u7684\u8fd0\u884c\u8d1f\u8f7d\uff0c\u51cf\u5c0f\u8ba1\u7b97\u673a\u5d29\u6e83\u7684\u53ef\u80fd\uff1b<\/p>\n<p data-id=\"p8763f2b-3WqWNWnt\">\u540c\u65f6\u8fd8\u80fd\u591f\u901a\u8fc7\u8c03\u914d\uff0c\u628a\u7a0b\u5e8f\u653e\u5728\u6700\u5408\u9002\u7684\u8ba1\u7b97\u673a\u4e0a\u6267\u884c\u3002<\/p>\n<p data-id=\"p8763f2b-fLGiRW5Q\">\u65af\u5766\u798f\u5927\u5b66\u5316\u5b66\u7cfb\u7684\u6208\u5c14\u54c8\u59c6\u00b7\u7406\u67e5\u5fb7\u00b7\u5207\u5c14\u66fc\u6559\u6388\u66fe\u8bf4\uff1a\u201c\u5206\u5e03\u5f0f\u8ba1\u7b97\u5c06\u52a0\u5feb\u6574\u4e2a\u4eba\u7c7b\u7684\u79d1\u5b66\u8fdb\u7a0b\u3002\u201d<\/p>\n<p data-id=\"p8763f2b-4zA4qJY2\">\u968f\u7740\u73b0\u4ee3\u79d1\u6280\u7684\u8fdb\u6b65\uff0c\u6bcf\u4e2a\u5b66\u79d1\u7684\u79d1\u5b66\u7814\u7a76\u90fd\u9700\u8981\u8fdb\u884c\u5927\u91cf\u7684\u8ba1\u7b97\uff1a\u6570\u5b66\u5bb6\u5e0c\u671b\u5f97\u51fa\u5706\u5468\u7387\u7684\u66f4\u7cbe\u786e\u503c\uff0c\u751f\u7269\u5b66\u5bb6\u5e0c\u671b\u8ba1\u7b97\u673a\u6a21\u62df\u51fa\u86cb\u767d\u8d28\u7684\u6298\u53e0\u8fc7\u7a0b\uff0c\u5929\u6587\u5b66\u5bb6\u5e0c\u671b\u8ba1\u7b97\u673a\u5206\u6790\u5929\u4f53\u8f68\u8ff9\u2026\u2026<\/p>\n<p data-id=\"p8763f2b-rsq6XOG9\">\u4eba\u7c7b\u672a\u6765\u793e\u4f1a\u7684\u53d1\u5c55\u79bb\u4e0d\u5f00\u5404\u79cd\u6570\u636e\u7684\u8ba1\u7b97\uff0c\u800c\u5206\u5e03\u5f0f\u8ba1\u7b97\u6210\u529f\u5728\u5927\u6570\u636e\u9886\u57df\u548c\u533a\u5757\u94fe\u9886\u57df\u5f97\u5230\u5b9e\u8df5\u5e94\u7528\u5c06\u4f1a\u5bf9\u5404\u754c\u4ea7\u751f\u79ef\u6781\u7684\u5f71\u54cd\u3002<\/p>\n<p data-id=\"p8763f2b-9Mkaczej\">\u65e0\u8bba\u662fMapReduce\u8fd8\u662f\u5171\u8bc6\u673a\u5236\uff0c\u90fd\u5145\u5206\u5c55\u73b0\u4e86\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u72ec\u7279\u4f18\u70b9\uff1a\u4fbf\u5b9c\u4e14\u9ad8\u6548\u3002<\/p>\n<p data-id=\"p8763f2b-4ygylUiM\">\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5177\u6709\u4e00\u4e2a\u5171\u540c\u7684\u5173\u952e\u8bcd\uff0c\u90a3\u5c31\u662f\u201c\u5206\u5e03\u5f0f\u201d\u3002<\/p>\n<p data-id=\"p8763f2b-AJu1Ps2n\">\u4e24\u8005\u5728\u5b58\u50a8\u548c\u8ba1\u7b97\u8fd0\u884c\u7684\u624b\u6bb5\u4e0a\u867d\u7136\u5404\u6709\u5343\u79cb\uff0c\u5374\u90fd\u4f53\u73b0\u4e86\u5206\u5e03\u5f0f\u7684\u601d\u60f3\u3002<\/p>\n<p data-id=\"p8763f2b-5ZAL660i\">\u901a\u8fc7\u5206\u5e03\u5f0f\u5b58\u50a8\u6570\u636e\uff0c\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5b9e\u73b0\u4e86\u964d\u4f4e\u6210\u672c\u548c\u63d0\u9ad8\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u76ee\u6807\uff1b<\/p>\n<p data-id=\"p8763f2b-JVoWGDiU\">\u901a\u8fc7\u5206\u5e03\u5f0f\u8ba1\u7b97\uff0c\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5b9e\u73b0\u4e86\u6570\u636e\u5171\u4eab\u548c\u5e76\u884c\u8fd0\u7b97\u4ee5\u89e3\u653e\u8ba1\u7b97\u673a\u538b\u529b\u7684\u76ee\u6807\u3002<\/p>\n<p data-id=\"p8763f2b-yFi5LeLR\">\u56e0\u4e3a\u533a\u5757\u94fe\u548c\u5927\u6570\u636e\u5728\u5206\u5e03\u5f0f\u601d\u60f3\u4e0a\u5177\u6709\u5f88\u591a\u7684\u5171\u540c\u70b9\uff0c\u4e24\u8005\u7684\u5171\u540c\u53d1\u5c55\u4e5f\u5c31\u6709\u4e86\u57fa\u7840\uff0c\u8fd9\u4e5f\u662f\u533a\u5757\u94fe\u80fd\u591f\u5728\u5927\u6570\u636e\u9886\u57df\u5f97\u5230\u5927\u89c4\u6a21\u5e94\u7528\u7684\u524d\u63d0\u6761\u4ef6\u3002<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_3199\" class=\"pvc_stats total_only  \" data-element-id=\"3199\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u6570\u636e\u548c\u533a\u5757\u94fe\u5177\u6709\u4e00\u4e2a\u5171\u540c\u7684\u5173\u952e\u8bcd\uff1a\u5206\u5e03\u5f0f\u3002 \u5206\u5e03\u5f0f\u7684\u601d\u60f3\u8ba9\u5927\u6570\u636e\u6280\u672f\u5b9e\u73b0\u4e86\u5206\u5e03\u5f0f\u8ba1\u7b97\u548c\u5206\u5e03\u5f0f\u534f\u540c\u5de5\u4f5c\uff0c\u6280\u672f\u624b [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_3199\" class=\"pvc_stats total_only  \" data-element-id=\"3199\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":3,"featured_media":3203,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,17],"tags":[],"class_list":["post-3199","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-19","category-17"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/3199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=3199"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/3199\/revisions"}],"predecessor-version":[{"id":3206,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/3199\/revisions\/3206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/3203"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=3199"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=3199"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=3199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}