{"id":236,"date":"2020-12-16T06:48:34","date_gmt":"2020-12-15T22:48:34","guid":{"rendered":"http:\/\/blog.cloud500.net\/?p=236"},"modified":"2024-05-29T18:17:20","modified_gmt":"2024-05-29T10:17:20","slug":"ark%e5%92%8c-muji-%e5%85%b3%e4%ba%8e-snowflake-%e7%9a%84%e8%ae%bf%e8%b0%88","status":"publish","type":"post","link":"http:\/\/blog.cloud500.ai\/?p=236","title":{"rendered":"ARK\u548c Muji \u5173\u4e8e Snowflake \u7684\u8bbf\u8c08"},"content":{"rendered":"\n\n
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\n \n Wang\uff1a<\/span>\n <\/strong>\n \u5927\u5bb6\u597d\uff0c\u6b22\u8fce\u6765\u5230 FYI ARK \u6bcf\u5468\u64ad\u5ba2\u8282\u76ee\uff0c\u6211\u4eec\u8282\u76ee\u662f\u4e00\u6863\u4e13\u95e8\u4ecb\u7ecd\u521b\u65b0\u548c\u6295\u8d44\u7684\u8282\u76ee\uff0c\u672c\u5468\u7684\u5609\u5bbe\u662f\u6765\u81ea hhhypergrowth \u7684 Muji \u5148\u751f\u3002Muji \u662f\u4e00\u4f4d\u6280\u672f\u4e13\u5bb6\uff0c\u540c\u65f6\u4e5f\u662f\u4e00\u4f4d\u8f6f\u4ef6\u5f00\u53d1\u8005\u548c\u6295\u8d44\u4eba\u58eb\uff0c\u4ed6\u5728\u5e2e\u52a9 IT \u90e8\u95e8\u90e8\u7f72\u8f6f\u4ef6\u548c\u65b0\u7cfb\u7edf\u65b9\u9762\u5df2\u6709 20 \u591a\u5e74\u7684\u5de5\u4f5c\u7ecf\u9a8c\u3002\u9274\u4e8e\u672c\u5468\u6b63\u597d\u662f\u6570\u636e\u516c\u53f8 Snowflake IPO \u5468\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u53ef\u4ee5\u5f88\u597d\u5730\u56de\u987e\u4e0b\u5927\u6570\u636e\u7684\u5386\u53f2\u3002<\/span>\n <\/section>\n
\n \u201c\u5927\u6570\u636e\u201d\u4e00\u8bcd\u6211\u4eec\u5df2\u7ecf\u542c\u4e86\u5341\u5e74\u4e4b\u4e45\uff0c\u7ecf\u8fc7\u8fd9\u4e48\u591a\u5e74\u7684\u53d1\u5c55\uff0c\u5b83\u5df2\u4e0d\u518d\u662f\u5b57\u9762\u610f\u4e49\u90a3\u4e48\u7b80\u5355\u3002\u5927\u6570\u636e\u6700\u65e9\u5f00\u59cb\u4e8e 80 \u5e74\u4ee3\u7b80\u5355\u7684\u6570\u636e\u5e93\uff0c\u4e4b\u540e\u968f\u7740\u4e92\u8054\u7f51\u7684\u53d1\u5c55\uff0c\u53c8\u5f62\u6210\u4e86\u5177\u6709\u65b0\u7684\u89c4\u6a21\u7684\u4e92\u8054\u7f51\u5927\u6570\u636e\u3002Google \u548c Yahoo \u53ef\u4ee5\u8bf4\u662f\u8fd9\u9879\u6280\u672f\u7684\u5f15\u9886\u8005\uff0c\u540c\u65f6\u4e5f\u50ac\u751f\u51fa\u4e86\u50cf Hortonworks \u548c Cloudera \u8fd9\u6837\u7684\u516c\u53f8\u3002<\/span>\n <\/section>\n
\n \u73b0\u5728\u5927\u6570\u636e\u5df2\u7ecf\u4ece\u9ad8\u9636\u89e3\u51b3\u65b9\u6848\u8f6c\u53d8\u4e3a\u4e91\u8ba1\u7b97\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u79cd\u6f14\u53d8\u4e5f\u8bde\u751f\u51fa\u4e86 Snowflake \u8fd9\u6837\u7684\u516c\u53f8\u3002Snowflake \u53ef\u80fd\u5e76\u4e0d\u662f 2020 \u5e74\u8f6f\u4ef6\u7c7b IPO \u516c\u53f8\u4e2d\u4ef7\u683c\uff08\u4f30\u503c\uff09\u6700\u9ad8\u7684\u516c\u53f8\uff0c\u4f46\u5b83\u7684\u589e\u901f\u5341\u5206\u660e\u663e\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u6211\u4eec\u80fd\u591f\u6df1\u5165\u8ba8\u8bba\u7684\u5f88\u597d\u673a\u4f1a\u3002Muji \u7684\u6587\u7ae0\u6d89\u53ca\u4e86 Snowflake \u7684\u6280\u672f\u3001\u5b9a\u4f4d\u4ee5\u53ca\u7ade\u4e89\u5bf9\u624b\u7684\u5206\u6790\u6bd4\u8f83\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u6211\u5728\u7f51\u4e0a\u770b\u5230\u6700\u597d\u7684\u4e00\u7bc7\u5173\u4e8e Snowflake \u6df1\u5ea6\u5206\u6790\u6587\u7ae0\uff0c\u6211\u5927\u6982\u82b1\u4e86\u534a\u5929\u7684\u65f6\u95f4\u9605\u8bfb\u4e86\u4ed6\u7684\u535a\u5ba2\u5185\u5bb9\uff0c\u4fe1\u606f\u91cf\u771f\u7684\u975e\u5e38\u5927\u3002\u4efb\u4f55\u5bf9\u5927\u6570\u636e\u548c\u6280\u672f\u73b0\u72b6\u611f\u5174\u8da3\u7684\u4eba\u771f\u7684\u53ef\u4ee5\u53bb\u770b\u770b\u3002<\/span>\n <\/section>\n
\n \u672c\u671f\u8282\u76ee\u6211\u4f1a\u548c Muji \u8ba8\u8bba\u5927\u6570\u636e\u662f\u5982\u4f55\u53d1\u5c55\u5230\u8fd9\u4e00\u6b65\u7684\uff0c\u4ee5\u53ca Snowflake \u6709\u54ea\u4e9b\u7279\u522b\u7684\u5730\u65b9\u3002\u4f8b\u5982\uff0cSnowflake \u6700\u65e9\u4fbf\u662f\u7eaf\u7cb9\u5efa\u7acb\u5728\u516c\u6709\u4e91\u8ba1\u7b97\u4e0a\u7684\uff0c\u800c\u50cf Hortonworks \u548c Cloudera \u8fd9\u6837\u7684\u516c\u53f8\u4f7f\u7528\u7684\u662f\u4e0a\u4e00\u4ee3\u7684\u6280\u672f\uff0c\u662f\u6839\u636e\u9884\u5148\u8bbe\u7f6e\u7684\u5185\u90e8\u73af\u5883\u6240\u8bbe\u8ba1\u7684\uff0c\u56e0\u6b64\u5728\u53d1\u5c55\u4e0a\u4f1a\u6709\u4e00\u5b9a\u7684\u4e0a\u9650\u548c\u9650\u5236\u3002Snowflake \u642d\u5efa\u4e86\u4e00\u4e2a\u6570\u636e\u6e56\u548c\u6570\u636e\u4ed3\u5e93\u76f8\u7ed3\u5408\u7684\u7cfb\u7edf\uff0c\u62e5\u6709\u5341\u5206\u5e9e\u5927\u89c4\u6a21\u7684\u6570\u636e\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u4fe1\u4efb\u6846\u67b6\uff0c\u6bcf\u4e2a\u4eba\u90fd\u80fd\u591f\u4f7f\u7528\u8fd9\u4e2a\u5de8\u578b\u6570\u636e\u5e93\uff0c\u800c\u4e0d\u50cf\u73b0\u5728\u51e0\u5341\u4e2a\u4e0d\u540c\u7684\u6570\u636e\u5e93\u904d\u5e03\u5404\u4e2a\u90e8\u95e8\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e9b\u516c\u53f8\u73b0\u5728\u8bd5\u56fe\u89e3\u51b3\u7684\u95ee\u9898\u3002\u6211\u4eec\u4e5f\u4f1a\u8c08\u53ca\u8fd9\u6b21 IPO \u7684\u7ade\u4e89\u529b\u3002Snowflake \u662f\u4e00\u5bb6<\/span>\u5f88\u6709\u5f71\u54cd\u529b\u7684\u516c\u53f8\uff0c\u5b83\u7684\u5b9a\u4f4d\u5341\u5206\u6709\u8da3\uff0c\u4f60\u6240\u6709\u7684\u6570\u636e\u90fd\u53ef\u4ee5\u5b58\u50a8\u5728\u5b83\u4e91\u7aef\u4e2d\u592e\u5e93\u4e2d\uff0c\u4ece\u90a3\u91cc\u5206\u6790\u548c\u5b89\u5168\u8fdb\u884c\u62d3\u5c55\u5e94\u7528\uff0c\u751a\u81f3\u5728\u4e00\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5b83\u8fd8\u6709\u5176\u4ed6\u7684\u62d3\u5c55\u7a7a\u95f4\u3002<\/span><\/span>\n <\/section>\n
\n \u6211\u662f ARK \u7684\u5206\u6790\u5e08 James Wang\u3002\u4f60\u53ef\u4ee5\u5728 Twitter \u4e0a\u901a\u8fc7\u4e09\u4e2a H \u7684 hhhypergrowth \u627e\u5230 Muji\u3002\u597d\uff01\u6b22\u8fce Muji \u6765\u8fd9\u4e2a\u8282\u76ee\uff0c\u6211\u5728 Twitter \u4e0a\u9605\u8bfb\u4e86\u60a8\u5f88\u591a\u7684\u6587\u7ae0\uff0c\u76f8\u4fe1\u548c\u6211\u8fd9\u6837\u505a\u7684\u4eba\u6709\u5f88\u591a\u3002\u672c\u5468\u7684\u5927\u4e8b\u4ef6\u65e0\u7591\u662f Snowflake\u7684<\/span>\u00a0IPO\uff0c\u7f51\u4e0a\u6709\u5f88\u591a\u5173\u4e8e Snowflake \u7684\u5206\u6790\uff0c\u4f46\u8fd9\u4e9b\u6587\u7ae0\u7684\u4fe1\u606f\u90fd\u5341\u5206\u96f6\u788e\uff0c\u76f4\u5230\u6211\u8bfb\u5230\u4e86\u60a8\u7684\u6587\u7ae0\uff0c\u6211\u82b1\u4e86\u4e00\u5929\u7684\u65f6\u95f4\u6765\u9605\u8bfb\uff0c\u6211\u8ba4\u4e3a\u8fd9\u5e94\u8be5\u662f\u6211\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u4ee5\u6765\u8bfb\u8fc7\u7684\u6700\u597d\u7684\u4e00\u7bc7\u5173\u4e8e\u8f6f\u4ef6\u516c\u53f8\u7684\u6587\u7ae0\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u8c22\u8c22\uff01<\/span>\n <\/section>\n
\n \n \n <\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u6211\u60f3\u5411\u5927\u5bb6\u58f0\u660e\u4e00\u4e0b Muji \u5148\u751f\u6587\u7ae0\u7684\u56fe\u8868\u4e5f\u5341\u5206\u597d\u770b\u3002\u60a8\u4f5c\u4e3a\u4e00\u540d\u72ec\u7acb\u5206\u6790\u5e08\uff0c\u80fd\u591f\u5c06\u60a8\u7684\u7814\u7a76\u8bba\u8ff0\u514d\u8d39\u5206\u4eab\u7ed9\u6211\u4eec\uff0c\u6211\u4eec\u5341\u5206\u611f\u8c22\u3002\u6211\u4e0e\u5f88\u591a\u6df1\u5165\u7814\u7a76\u8f6f\u4ef6\u884c\u4e1a\u7684\u4eba\u58eb\u4ea4\u6d41\u8fc7\uff0c\u4ed6\u4eec\u4e5f\u4e00\u81f4\u8ba4\u4e3a\u60a8\u7684\u90a3\u7bc7\u6587\u7ae0\u662f\u4ed6\u4eec\u5728\u90a3\u5468\u8bfb\u5230\u8fc7\u7684\u6700\u597d\u7684\u4e00\u7bc7\u8f6f\u4ef6\u7c7b\u6587\u7ae0\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u53ef\u4ee5\u5229\u7528 Snowflake \u5728\u672c\u5468\u4e0a\u5e02\u7684\u5951\u673a\u804a\u804a\u5927\u6570\u636e\u662f\u5982\u4f55\u53d1\u5c55\u5230\u73b0\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u3002\u6211\u4eec\u5728 6 \u5e74\u524d\u521b\u529e\u4e86 ARK Invest\uff0c\u5f53\u65f6\u5927\u6570\u636e\u6982\u5ff5\u4e5f\u5341\u5206\u706b\u70ed\uff0c\u4ee4\u4eba\u77a9\u76ee\u7684\u516c\u53f8\u6709 Hortonworks \u548c Splunk\uff0c\u4f46\u53d1\u5c55\u5230\u73b0\u5728\uff0c\u4e00\u4e9b\u516c\u53f8\u4e5f\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u5bf9\u6b64\u60a8\u6709\u4ec0\u4e48\u770b\u6cd5\u5417\uff1f\u5927\u6570\u636e\u53d1\u5c55\u5230\u4eca\u5929\u7ecf\u5386\u4e86\u54ea\u4e9b\uff1f\u672a\u6765\u53c8\u4f1a\u600e\u6837\uff1f\u56e0\u4e3a\u60a8\u5e76\u4e0d\u662f\u91d1\u878d\u51fa\u8eab\uff0c\u60a8\u662f\u4e00\u540d\u6280\u672f\u4e13\u5bb6\uff0c\u6211\u60f3\u60a8\u53ef\u4ee5\u5148\u5411\u5927\u5bb6\u4ecb\u7ecd\u4e0b\u81ea\u5df1\u7684\u80cc\u666f\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u597d\u7684\uff0c\u8c22\u8c22\u60a8\u7684\u8912\u5956\u3002\u7684\u786e\uff0c\u6211\u662f\u4e00\u540d\u6280\u672f\u4e13\u5bb6\uff0c\u540c\u65f6\u4e5f\u662f\u4e00\u540d\u8f6f\u4ef6\u5f00\u53d1\u8005\u548c\u4e2a\u4eba\u6295\u8d44\u8005\uff0c\u6211\u5bf9\u4e8b\u7269\u7684\u53d1\u5c55\u65b9\u5411\u975e\u5e38\u611f\u5174\u8da3\u3002\u6211\u5728\u6570\u636e\u9886\u57df\u56f4\u7ed5\u6570\u636e\u5de5\u4f5c\u5df2\u6709\u51e0\u5341\u5e74\uff0c\u6ca1\u6709\u60f3\u5230\u6211\u5728 30 \u5e74\u524d\u9009\u62e9\u6570\u636e\u7684\u8fd9\u6761\u8def\u7adf\u7136\u4f1a\u5728\u4eca\u5929\u8d70\u5728\u8f6f\u4ef6\u5f00\u53d1\u884c\u4e1a\u7684\u6700\u524d\u6cbf\u3002<\/span>\n <\/section>\n
\n \u6570\u636e\u5728\u8fd9\u6bb5\u65f6\u95f4\u7ecf\u5386\u4e86\u5341\u5206\u6709\u8da3\u7684\u53d1\u5c55\uff0c\u9996\u5148\u662f\u5173\u7cfb\u578b SQL \u6570\u636e\u5e93\u7684\u5174\u8d77\uff0c\u4e4b\u540e\u53c8\u662f NoSQL\uff0c\u5927\u6570\u636e\u8fd9\u4e00\u6982\u5ff5\u5c31\u662f\u5728\u8fd9\u4e9b\u7ecf\u5386\u4e2d\u8bde\u751f\u7684\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u73b0\u5728\u8fd8\u5728\u5f00\u59cb\u9636\u6bb5\uff0c\u672a\u6765\u8fd8\u6709\u5f88\u591a\u7684\u8def\u8981\u8d70\u3002\u5982\u4eca\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u7684\u6311\u6218\u662f\u6536\u96c6\u6570\u636e\uff0c\u56e0\u4e3a\u6211\u4eec\u6709\u592a\u591a\u4e0d\u540c\u7684\u6765\u6e90\u53ef\u4ee5\u83b7\u5f97\u6570\u636e\u3002\u6211\u5341\u5206\u5173\u6ce8\u7684\u4e00\u5bb6\u516c\u53f8\u53eb Okta\uff0c\u5b83\u662f\u4e00\u5bb6\u4e13\u95e8\u5e2e\u52a9\u7528\u6237\u505a\u8ba4\u8bc1\u7684\u7f51\u7edc\u5b89\u5168\u516c\u53f8\uff0c\u5141\u8bb8\u516c\u53f8\u7684\u5458\u5de5\u548c\u5408\u4f5c\u4f19\u4f34\u901a\u8fc7\u5355\u4e2a\u754c\u9762\u8bbf\u95ee\u548c\u4f7f\u7528\u6240\u6709\u5176\u516c\u53f8\u53ef\u80fd\u4f1a\u4f7f\u7528\u7684 SaaS \u5de5\u5177\uff0cOkta \u5141\u8bb8\u7528\u6237\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u6765\u7ba1\u7406 SaaS \u5de5\u5177\uff0c\u8fd9\u662f\u4e00\u9879\u5f88\u68d2\u7684\u670d\u52a1\u3002Okta \u6bcf\u5e74\u90fd\u4f1a\u53d1\u5e03\u4e00\u4efd\u62a5\u544a\uff0c\u6211\u4e00\u76f4\u5728 Twitter \u4e0a\u53ee\u5631\u4ed6\u4eec\u7684 CEO \u53ef\u4ee5\u63d0\u9ad8\u53d1\u5e03\u62a5\u544a\u7684\u9891\u7387\uff0c\u56e0\u4e3a\u73b0\u5728\u7684\u4e8b\u60c5\u53d1\u5c55\u90fd\u592a\u5feb\u4e86\u3002\u4ed6\u4eec\u6bcf\u5e74\u90fd\u4f1a\u51fa\u5177\u4e00\u4efd\u540d\u4e3a\u300aBusiness @ Work\u300b\u7684\u62a5\u544a\uff0c\u5e76\u4e14\u4ed6\u4eec\u8fd8\u4e13\u95e8\u9488\u5bf9\u8fd9\u6b21\u75ab\u60c5\u505a\u4e00\u4efd\u540d\u4e3a\u300aBusiness @ Network from Home\u300b\u7684\u62a5\u544a\uff0c\u5bf9\u5176\u5e73\u53f0\u5185\u5404\u5e94\u7528\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\u8fdb\u884c\u4e86\u7edf\u8ba1\u3002<\/span>\n <\/section>\n
\n \n \u770b\u5230\u57fa\u4e8e\u6570\u636e\u7684\u670d\u52a1\u5174\u8d77\u662f\u5f88\u6709\u8da3\u7684\uff0c<\/span>\n \n \u56e0\u4e3a<\/span>\n <\/strong>\n \n \u00a0<\/span>\n <\/strong>\n \n Snowflake<\/span>\n <\/strong>\n \n \u00a0<\/span>\n <\/strong>\n \n \u662f\u4ed6\u4eec\u5e73\u53f0\u53bb\u5e74\u589e\u957f\u901f\u5ea6\u6700\u5feb\u7684\u5e94\u7528<\/span>\n <\/strong>\n \uff0c\u6240\u4ee5\u4f60\u80fd\u77e5\u9053\u53ef\u80fd\u4f1a\u6709\u4ec0\u4e48\u4e1c\u897f\u8981\u51fa\u73b0\u4e86\u3002\u6570\u636e\u884c\u4e1a\u7684\u53d1\u5c55\u5df2\u7ecf\u6709\u4e86\u51e0\u5341\u5e74\u7684\u5386\u53f2\uff0c\u4e0d\u540c\u7684\u7f51\u7edc\u5e94\u7528\u548c\u4e0d\u540c\u7684\u4f7f\u7528\u503e\u5411\u4f1a\u6709\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff0c\u4f8b\u5982\uff0c\u4f60\u53ef\u80fd\u4f1a\u4f7f\u7528 Square \u8fdb\u884c\u652f\u4ed8\u7ba1\u7406\u3001\u4f7f\u7528 Salesforce \u8ddf\u8e2a\u5ba2\u6237\u5173\u7cfb\u3001\u5229\u7528 Marketo \u7ba1\u7406\u8425\u9500\u6d3b\u52a8\uff0c\u6211\u4eec\u4eca\u5929\u7684\u6311\u6218\u662f\u56f4\u7ed5\u8fd9\u4e9b\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u8fdb\u884c\u6536\u96c6\u3002\u56f4\u7ed5\u8fd9\u4e9b\u5de5\u5177\u6240\u5efa\u7acb\u7684\u516c\u53f8\u662f\u6211\u4e2a\u4eba\u7684\u6295\u8d44\u65b9\u5411\uff0c\u6211\u8ba4\u4e3a\u5b83\u4eec\u662f\u76ee\u524d\u5efa\u7acb\u4e00\u4e2a\u4f01\u4e1a\u7684\u57fa\u77f3\u3002<\/span>\n <\/span>\n <\/section>\n
\n \u5047\u8bbe\u4f60\u62e5\u6709\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff0c\u4f60\u53ea\u6709\u628a\u5b83\u4eec\u96c6\u4e2d\u5230\u4e00\u4e2a\u5730\u65b9\u624d\u80fd\u591f\u5b8c\u6210\u771f\u6b63\u7684\u4f01\u4e1a\u613f\u666f\uff0c\u8fd9\u4e5f\u6b63\u662f Snowflake \u7684\u4f5c\u7528\u3002Snowflake \u662f\u6570\u636e\u4ed3\u5e93\u548c\u6570\u636e\u6e56\u7684\u6574\u5408\uff0c\u5b83\u6db5\u76d6\u4e86\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u7684\u6570\u636e\u6e90\u3002\u56e0\u6b64\uff0c\u4f60\u53ef\u4ee5\u771f\u6b63\u83b7\u5f97\u5bf9\u81ea\u5df1\u4f01\u4e1a\u7684\u6d1e\u5bdf\u529b\u3002\u5bf9\u6211\u800c\u8a00\uff0c\u5982\u679c\u6211\u9700\u8981\u6240\u6709\u6570\u636e\u7684\u8d70\u5411\uff0c\u90a3\u4e48\u6211\u5c31\u9700\u8981\u5c06\u90a3\u8fd9\u4e9b\u6570\u636e\u90fd\u6536\u96c6\u8d77\u6765\u3002\u56e0\u4e3a\u5e76\u4e0d\u662f\u6bcf\u4e00\u4e2a\u6570\u636e\u90fd\u662f\u6709\u4ef7\u503c\u7684\uff0c\u4f60\u5fc5\u987b\u8bc6\u522b\u51fa\u54ea\u4e9b\u6570\u636e\u662f\u6709\u4ef7\u503c\u7684\uff0c\u4e00\u4e9b\u6ca1\u90a3\u4e48\u6709\u4ef7\u503c\u7684\u6570\u636e\u4f60\u53ef\u4ee5\u4e22\u5f03\u6216\u8fdb\u884c\u5f52\u6863\u3002\u53ea\u6709\u8fd9\u6837\uff0c\u4f60\u624d\u80fd\u591f\u8ba9\u4f60\u7684\u516c\u53f8\u4e13\u6ce8\u4e8e\u505a\u90a3\u4e9b\u66f4\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u4f60\u6536\u96c6\u5230\u7684\u6570\u636e\u54ea\u4e9b\u662f\u53ef\u4ee5\u63d0\u9ad8\u4f01\u4e1a\u6d1e\u5bdf\u529b\u7684\uff1f\u54ea\u4e9b\u662f\u4f5c\u4e3a\u5229\u7528\u4f01\u4e1a\u7684 AI \u548c\u673a\u5668\u5b66\u4e60\u6765\u83b7\u5f97\u8d85\u8d8a\u7ade\u4e89\u5bf9\u624b\u4f18\u52bf\u7684\uff1f\u54ea\u4e9b\u53ef\u4ee5\u63d0\u9ad8\u516c\u53f8\u4e0b\u4e00\u6b21\u9500\u552e\uff1f<\/span>\n <\/section>\n
\n \u8fd9\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u65f6\u4ee3\uff0c\u6211\u5e76\u4e0d\u503e\u5411\u4f7f\u7528\u5f88\u591a\u8fd9\u4e9b\u5de5\u5177\uff0c\u6211\u719f\u6089\u5f88\u591a\u5f00\u6e90\u5305\uff0c\u6211\u503e\u5411\u4e8e\u4f7f\u7528\u5f39\u6027\u641c\u7d22\u548c\u5404\u5f0f\u5404\u6837\u7684\u6570\u636e\u5e93\u548c\u5206\u6790\u6570\u636e\u5e93\u7b49\u4e1c\u897f\u6765\u652f\u6491\u6570\u636e\u79d1\u5b66\u3002\u6211\u662f\u4f01\u4e1a\u73af\u5883\u7684\u5c40\u5916\u4eba\uff0c\u6211\u559c\u6b22\u5bf9\u6211\u6240\u8ba4\u4e3a\u7684\u53d1\u5c55\u65b9\u5411\u8fdb\u884c\u6df1\u5165\u7814\u7a76\u3002\u6211\u8ba4\u4e3a\u6570\u636e\u603b\u662f\u4f1a\u589e\u957f\u7684\u3002\u00a0\u65e0\u8bba\u516c\u53f8\u5df2\u7ecf\u4f7f\u7528\u4e86\u54ea\u4e9b\u6570\u636e\u5de5\u5177\uff0c\u603b\u4f1a\u6709\u4e0d\u540c\u7684\u6570\u636e\u4e0d\u65ad\u5192\u51fa\u6765\u3002\u00a0\u4ed6\u4eec\u4e5f\u53ef\u80fd\u9700\u8981\u53bb\u8d2d\u4e70\u6570\u636e\u3002\u5c31\u50cf\u5730\u7406\u4f4d\u7f6e\u6570\u636e\u3001<\/span>IOT\u00a0\u7684\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u4e5f\u5f88\u5feb\u4f1a\u8fc7\u65f6\u3002\u4f01\u4e1a\u4f1a\u5728\u4eca\u5929\u7684\u8fd9\u4e2a\u65f6\u95f4\u70b9\u6536\u96c6\u8fd9\u4e9b\u6570\u636e<\/span>\uff0c\u4e0b\u4e2a\u6708\u5b83\u4f1a\u5728\u540c\u6837\u7684\u65f6\u95f4\u70b9\u6536\u96c6\u6570\u636e\uff0c\u4e0b\u4e2a\u6708\u3001\u518d\u4e0b\u4e2a\u6708\uff0c\u5982\u6b64\u53cd\u590d\u3002\u00a0\u00a0\u516c\u53f8\u5e0c\u671b\u5bf9\u5185\u90e8\u6570\u636e\u6316\u6398\u5e76\u8fd0\u8425\uff0c\u8fd9\u5c31\u9700\u8981\u8f6f\u4ef6\u7684\u5e2e\u52a9\u3002\u968f\u7740\u6570\u636e\u7684\u589e\u52a0\uff0c\u4e0d\u65ad\u589e\u52a0<\/span>SaaS \u5de5\u5177\u8981\u6bd4\u589e\u52a0\u4eba\u624b\u6536\u76ca\u66f4\u9ad8\u3002\u6bcf\u4e2a\u516c\u53f8\u90fd\u8fdf\u65e9\u4f1a\u9762\u4e34\u8fd9\u4e2a\u95ee\u9898\u3002<\/span><\/span><\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u7684\u786e\u662f\u8fd9\u6837\uff0c\u60a8\u8bf4\u5f97\u5f88\u6709\u9053\u7406\u3002\u5047\u8bbe\u6211\u7ecf\u8425\u7740\u4e00\u5bb6\u8d22\u5bcc 500 \u5f3a\u4f01\u4e1a\uff0c\u90a3\u4e48\u6211\u5c31\u9700\u8981\u6709\u4e00\u4e2a\u7edf\u4e00\u7684\u6570\u636e\u56fe\u8868\u3002\u4f46\u6211\u60f3\u95ee\u7684\u662f\uff0c\u4ed6\u4eec\u4ee5\u524d\u662f\u5982\u4f55\u505a\u5230\u7684\uff1fSnowflake \u7684\u4ea7\u54c1\u7684\u786e\u53ef\u4ee5\u6ee1\u8db3\u4ed6\u4eec\u7684\u9700\u6c42\uff0c\u8fd9\u5f88\u68d2\u3002\u4f46\u662f\u5728 90 \u5e74\u4ee3\u3001<\/span>2000 \u5e74\u3001<\/span>2010 \u5e74\u65f6\uff0c\u8fd9\u4e9b\u4f01\u4e1a\u7528\u7684\u53c8\u662f\u4ec0\u4e48\u5de5\u5177\uff1f\u662f\u4e0d\u662f\u8fd9\u4e2a\u9700\u6c42\u4e00\u76f4\u90fd\u6ca1\u6709\u88ab\u6ee1\u8db3\uff1f\u6216\u8005\u505a\u5f97\u4e0d\u5c3d\u5982\u4eba\u610f\uff0c\u6240\u4ee5\u624d\u4f1a\u8bde\u751f\u51fa\u50cf Snowflake \u8fd9\u6837\u7684\u516c\u53f8\uff1f<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e2a\u9700\u6c42\u70b9\u80af\u5b9a\u662f\u88ab\u6ee1\u8db3\u4e86\u7684\uff0c\u4f46\u662f\u662f\u5728\u4e00\u4e2a\u975e\u5e38\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u7684\uff0c\u5b83\u9700\u8981\u4ed8\u51fa\u5927\u91cf\u7684\u52b3\u52a8\u529b\u548c\u52aa\u529b\uff0c\u4f01\u4e1a\u9700\u8981\u6709\u4e00\u4e2a\u5de5\u7a0b\u5e08\u56e2\u961f\u5e2e\u52a9\u4f60\u4ece\u6570\u636e\u5e93\u4e2d\u6536\u96c6\u6570\u636e\u3002\u4f60\u53ef\u80fd\u4f1a\u6709\u4e00\u4e2a MySQL \u7684\u9500\u552e\u6570\u636e\u5e93\uff0c\u4f60\u901a\u8fc7\u67d0\u4e2a\u5de5\u5177\u5c06\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u5bfc\u51fa\uff0c\u5e76\u4ece\u4e2d\u63d0\u70bc\u51fa\u4f60\u60f3\u8981\u7684\u4e1c\u897f\uff0c\u7136\u540e\u518d\u628a\u5b83\u4eec\u653e\u5230\u4f60\u7684\u6570\u636e\u4ed3\u5e93\u4e2d\u300290 \u5e74\u4ee3\u81f3 2000 \u5e74\u662f\u6570\u636e\u4ed3\u5e93\u7684\u5174\u8d77\u65f6\u671f\uff0c\u4f01\u4e1a\u4f1a\u5c1d\u8bd5\u901a\u8fc7\u975e\u5e38\u5f3a\u5927\u7684\u786c\u4ef6\u7cfb\u7edf\u8fd0\u884c\u6570\u636e\u5e93\u8f6f\u4ef6\uff0c\u4f46\u5355\u4e2a\u4f01\u4e1a\u7684\u5185\u5b58\u548c\u548c\u5b58\u50a8\uff0c\u5b83\u7684\u8ba1\u7b97\u91cf\u662f\u6709\u4e0a\u9650\u7684\u3002<\/span>\n <\/section>\n
\n \u4f46\u662f\u5f53\u4f60\u9700\u8981\u6444\u53d6\u8fd9\u4e9b\u6570\u636e\u65f6\uff0c\u4f60\u9700\u8981\u4ee5\u4eba\u5de5\u7684\u65b9\u5f0f\u8fdb\u884c\u624b\u52a8\u5904\u7406\u3002\u5982\u679c\u4f60\u9700\u8981\u7684\u6570\u636e\u662f\u6765\u81ea\u591a\u4e2a\u4e0d\u540c\u5730\u65b9\u7684\uff0c\u90a3\u4e48\u4f60\u5fc5\u987b\u8981\u6709\u4e00\u4e2a\u5de5\u7a0b\u5e08\u56e2\u961f\u5e2e\u52a9\u4f60\u6536\u96c6\u6240\u6709\u7684\u6570\u636e\uff0c\u6839\u636e\u4f60\u7684\u4e1a\u52a1\u76ee\u6807\uff0c\u518d\u5bf9\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u63d0\u70bc\uff0c\u8fd9\u9700\u8981\u4e00\u4e2a\u8fc7\u7a0b\uff08\u4f8b\u5982\u6309\u533a\u57df\u3001\u9500\u552e\u4eba\u5458\u603b\u7ed3\u516c\u53f8\u7684\u9500\u552e\u60c5\u51b5\uff09\uff0c\u5373\u4f60\u9700\u8981\u4e8b\u5148\u660e\u786e\u4f60\u7684\u4e1a\u52a1\u76ee\u6807\uff0c\u518d\u4ece\u6570\u636e\u4e2d\u627e\u5230\u4f60\u60f3\u8981\u7684\u6570\u636e\uff0c\u628a\u4ed6\u4eec\u653e\u8fdb\u6570\u636e\u4ed3\u5e93\u4e2d\uff0c\u63a5\u7740\uff0c\u90a3\u5c06\u4f1a\u6709\u5f88\u591a\u6e38\u620f\u4f34\u968f\u7740\u4ed6\u4eec\uff0c\u6211\u79f0\u4e4b\u4e3a\u6e38\u620f\u3002\u8fd9\u4e9b\u5de5\u7a0b\u5e08\u5c31\u4f1a\u5efa\u7acb\u7d22\u5f15\uff0c\u5efa\u7acb\u7d22\u5f15\u7684\u6e38\u620f\uff0c\u4e5f\u5c31\u662f\u521b\u5efa Olap Cube\uff08OLAP \u591a\u7ef4\u6570\u636e\u96c6\uff09\u3002\u7531\u4e8e\u8fd9\u4e9b\u65e7\u7684\u8f6f\u4ef6\u5305\u7684\u8ba1\u7b97\u91cf\u6709\u4e00\u5b9a\u7684\u9650\u5236\uff0c\u4f60\u5fc5\u987b\u63d0\u524d\u805a\u5408\u4e00\u4e9b\u6570\u636e\uff0c\u4ee5\u6700\u5c0f\u5316\u964d\u4f4e\u7ec8\u7aef\u5206\u6790\u7684\u8ba1\u7b97\u91cf\u3002\u6240\u4ee5\u8fd9\u5c31\u662f\u4ee5\u524d\u7684\u6570\u636e\u64cd\u4f5c\u6d41\u7a0b\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n \u00a0<\/span>\n <\/section>\n
\n \n \n Wang<\/span>\n <\/strong>\n \n \uff1a<\/span>\n <\/strong>\n \n \u90a3\u4e48\u5f53\u5e74\u7684\u8fd9\u4e9b\u8f6f\u4ef6\u662f\u7531\u54ea\u4e9b\u516c\u53f8\u63d0\u4f9b\u7684\u5462<\/span>\n <\/strong>\n \n \uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u50cf Oracle\u3001SAP \u548c IMB \u90fd\u662f\u63d0\u4f9b\u8fd9\u4e9b\u5de5\u5177\u7684\u5927\u578b\u4f01\u4e1a\uff0c\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528 Microsoft \u7684 SQL Server\u3002\u90a3\u65f6\u8fd8\u6709\u5f88\u591a\u7684\u8f85\u52a9\u5305\uff0c\u4f46\u90fd\u9700\u8981\u8fdb\u884c\u5197\u957f\u7684\u6d41\u7a0b\uff0c\u90fd\u662f\u4f01\u4e1a\u7ea7\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f60\u9700\u8981\u5bf9\u8f6f\u4ef6\u8fdb\u884c\u90e8\u7f72\u548c\u5b89\u88c5\u3001\u5bf9\u5458\u5de5\u8fdb\u884c\u57f9\u8bad\uff0c\u6307\u5bfc\u4f60\u7684\u6570\u636e\u5de5\u7a0b\u5e08\u5982\u4f55\u64cd\u4f5c\u548c\u63d0\u53d6\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5bfc\u5165\u5230\u8fd9\u4e9b\u7cfb\u7edf\u4e2d\u3002\u4e00\u65e6\u8fd9\u4e9b\u90fd\u5b8c\u6210\u4e86\uff0c\u4e1a\u52a1\u6570\u636e\u5206\u6790\u5e08\u624d\u4f1a\u6839\u636e\u4f60\u7684\u8fd0\u8425\u6307\u6807\u4ece\u6570\u636e\u4e2d\u63d0\u70bc\u6570\u636e\uff0c\u5e76\u8fdb\u4e00\u6b65\u5b8c\u5584\u6570\u636e\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u8017\u4eba\u529b\u7684\u8fc7\u7a0b\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u90a3\u8fd9\u662f\u4e0d\u662f\u5f88\u597d\u7b11\uff1f\u60a8\u770b\uff0c\u8fd9\u4e9b\u4f01\u4e1a\u4e00\u76f4\u6df1\u8015\u5728\u884c\u4e1a\u91cc\uff0c\u5bf9\u5e02\u573a\u4e5f\u4e86\u5982\u6307\u638c\u3002\u4f01\u4e1a\u5f80\u4e91\u8ba1\u7b97\u8ba1\u7b97\u8f6c\u79fb\u7684\u8d8b\u52bf\u5341\u5206\u660e\u663e\uff0c\u8fd9\u4e9b\u4f01\u4e1a\u4e5f\u90fd\u770b\u5230\u4e86\u5e76\u8bd5\u56fe\u4f5c\u51fa\u6539\u53d8\uff0c\u4f46\u4ed6\u4eec\u6ca1\u6709\u4e00\u4e2a\u80fd\u591f\u62ff\u5f97\u51fa\u50cf Snowflake \u8fd9\u6837\u7684\u4ea7\u54c1\u3002\u521b\u7acb Snowflake \u7684\u56e2\u961f\u57fa\u672c\u4e0a\u90fd\u662f Oracle \u4e00\u4e9b\u975e\u5e38\u8d44\u6df1\u7684\u4eba\u58eb\uff0c\u4ec5\u4ec5\u4ece\u521b\u4e1a\u516c\u53f8\u7684\u6027\u8d28\u548c\u73b0\u6709\u673a\u5236\u6765\u770b\uff0c\u8fd9\u4e9b\u4eba\u6c38\u8fdc\u90fd\u4e0d\u53ef\u80fd\u5728 Oracle \u6253\u9020\u51fa\u50cf Snowflake \u7c7b\u4f3c\u7684\u4ea7\u54c1\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u5173\u4e8e\u521b\u59cb\u4eba\u7684\u786e\u662f\u4e00\u4e2a\u5f88\u6709\u8da3\u7684\u8bdd\u9898\u3002\u4ed6\u4eec\u7684\u786e\u662f\u4ece Oracle \u4e2d\u51fa\u6765\u7684\uff0c\u4ed6\u4eec\u4e4b\u524d\u662f\u8be5\u516c\u53f8\u7684\u6570\u636e\u67b6\u6784\u5e08\u3002\u5728\u6211\u770b\u6765\uff0cSnowflake \u7684\u8bde\u751f\u8def\u5f84\u548c Zoom \u7684\u51e0\u4e4e\u4e00\u6a21\u4e00\u6837\uff0c\u56e0\u4e3a Zoom \u7684\u521b\u59cb\u4eba\u6765\u81ea Webex\u3002\u6211\u8ba4\u4e3a Webex \u7684\u516c\u53f8\u7ed3\u6784\u53ef\u80fd\u5b58\u5728\u4e00\u5b9a\u8bef\u533a\uff0c\u4ed6\u4eec\u53ea\u60f3\u8ba9\u73b0\u6709\u5ba2\u6237\u6ee1\u610f\uff0c\u4e91\u8ba1\u7b97\u8ba1\u7b97\u80fd\u591f\u505a\u4ec0\u4e48\uff1f\u5982\u4f55\u80fd\u591f\u62d3\u5c55\u7f51\u7edc\u89c6\u9891\u6d41\u5a92\u4f53\u7684\u529f\u80fd\uff1f\u4f01\u4e1a\u5bf9\u8fd9\u4e9b\u5e76\u6ca1\u6709\u592a\u591a\u7684\u613f\u666f\uff0c\u6240\u4ee5 Yuan \u624d\u4f1a\u9009\u62e9\u79bb\u5f00 Webex\uff0c\u5e76\u6210\u7acb\u4e86 Zoom\u3002\u5728\u8fd9\u4e4b\u540e\uff0c\u6211\u4eec\u53c8\u8fce\u6765\u4e86 Snowflake \u7684\u6210\u529f\u6545\u4e8b\u3002\u663e\u7136\uff0c\u8fd9\u4e9b\u4eba\u5e76\u4e0d\u80fd\u591f\u5728\u539f\u6709\u7684\u516c\u53f8\u83b7\u5f97\u4efb\u4f55\u5173\u4e8e\u4ed6\u4eec\u613f\u666f\u7684\u63a8\u52a8\u529b\uff0c\u53c8\u6216\u8005\u8fd9\u4e9b\u4eba\u672c\u8eab\u5c31\u662f\u521b\u4e1a\u8005\u3002\u56e0\u6b64\u4ed6\u4eec\u9009\u62e9\u79bb\u5f00 Webex \u548c Oracle\uff0c\u505a\u51fa\u4e86\u4e00\u4e2a\u5b8c\u5168\u7531\u4e91\u8ba1\u7b97\u9a71\u52a8\u7684\u3001\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4e91\u8ba1\u7b97\u6700\u91cd\u8981\u7684\u5730\u65b9\u5728\u4e8e\u4f60\u5728\u5b58\u50a8\u548c\u8ba1\u7b97\u65b9\u9762\u51e0\u4e4e\u6709\u7740\u65e0\u9650\u7684\u62d3\u5c55\u80fd\u529b\uff0c\u8fd9\u662f\u4e91\u8ba1\u7b97\u4e00\u5f00\u59cb\u5c31\u5177\u6709\u7684\u4f18\u52bf\uff0c\u5b83\u4eec\u53ef\u4ee5\u4e0d\u505c\u6269\u5c55\uff0c\u4e0d\u53d7\u8ba1\u7b97\u7684\u9650\u5236\uff0c\u6ca1\u6709\u6211\u8bf4\u7684\u90a3\u4e9b \u7d22\u5f15\u7684\u00a0\u6e38\u620f\uff0c\u4e5f\u4e0d\u9700\u8981\u4ee5\u67d0\u79cd\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u4f60\u53ef\u4ee5\u5bfc\u5165\u6570\u636e\uff0c\u7136\u540e\u76f4\u63a5\u5728\u6570\u636e\u5e93\u4e2d\u8fdb\u884c\u64cd\u4f5c\uff0c\u5e76\u4ee5\u4f60\u60f3\u8981\u7684\u65b9\u5f0f\u8fdb\u884c\u5448\u73b0\uff0c\u7136\u540e\u518d\u6839\u636e\u4f60\u7684\u9700\u6c42\u8fdb\u884c\u63d0\u53d6\u3002\u56e0\u6b64\u4e91\u8ba1\u7b97\u771f\u6b63\u610f\u4e49\u4e0a\u91ca\u653e\u51fa\u4e86\u65b0\u4e00\u6ce2\u7684\u6570\u636e\u548c\u5206\u6790\u5de5\u5177\uff0c\u56e0\u6b64\u6211\u8d85\u7ea7\u611f\u5174\u8da3\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u5728 2010 \u5e74\u5de6\u53f3\uff0c\u4e5f\u6709\u5f88\u591a\u50cf\u8fde\u63a5\u5ec9\u4ef7\u670d\u52a1\u5668\u4e00\u6837\u64cd\u4f5c\u8de8\u96c6\u7fa4\u5927\u6570\u636e\uff0cGoogle \u548c Yahoo \u4e5f\u63a8\u51fa\u4e86\u4e00\u4e9b\u56f4\u7ed5 Hadopp \u6240\u5efa\u7acb\u7684\u5de5\u5177\u3002\u4e4b\u540e\u53c8\u9020\u5c31\u4e86\u50cf Hortonworks \u548c Cloudera \u8fd9\u6837\u7684\u516c\u53f8\uff0c\u8fd9\u4e24\u5bb6\u516c\u53f8\u6700\u540e\u53c8\u5408\u5e76\u6210\u4e86\u4e00\u5bb6 Cloudera\u3002\u6211\u60f3\u95ee\u7684\u662f\uff0c\u8fd9\u4e9b\u516c\u53f8\u5e94\u8be5\u90fd\u662f\u5728\u540c\u4e00\u4e2a\u5e02\u573a\uff0c\u4f46\u4e3a\u4ec0\u4e48\u90a3\u4e2a\u65f6\u4ee3\u7684\u516c\u53f8\uff0c\u6ca1\u6709\u4e00\u5bb6\u53ef\u4ee5\u771f\u6b63\u53d6\u60ca\u8273\u7684\u6210\u7ee9\u5462\uff1f<\/span>\n \n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u4f46\u8fd9\u4e9b\u516c\u53f8\u90fd\u662f\u5f00\u6e90\u7c7b\u516c\u53f8\uff0c\u548c Snowflake \u7684\u8bde\u751f\u8def\u5f84\u5176\u5b9e\u4ecd\u7565\u6709\u4e0d\u540c\u3002Mongobd \u548c Elastic \u90fd\u6709\u7740\u76f8\u540c\u7684\u5fc3\u6001\uff0c\u5b83\u4eec\u53d1\u5e03\u67d0\u4e2a\u5f00\u6e90\u4ea7\u54c1\uff0c\u5e76\u56f4\u7ed5\u8be5\u4ea7\u54c1\u6210\u7acb\u4e00\u5bb6\u516c\u53f8\uff0c\u652f\u6301\u5b83\u3001\u4e0d\u65ad\u589e\u52a0\uff0c\u901a\u8fc7\u5b83\u63d0\u4f9b\u989d\u5916\u670d\u52a1\uff08Mongobd \u548c Elastic \u6709\u4e9b\u7c7b\u4f3c\uff0c\u5b83\u4eec\u53d1\u5e03\u4e86\u67d0\u4e2a\u5f00\u6e90\u4ea7\u54c1\uff0c\u6839\u636e\u8be5\u5f00\u6e90\u4ea7\u54c1\uff0c\u8bde\u751f\u51fa\u65b0\u7684\u4f01\u4e1a\uff0c\u65b0\u7684\u4f01\u4e1a\u4f1a\u4e0d\u65ad\u5bf9\u5f00\u6e90\u4ea7\u54c1\u8fdb\u884c\u5f3a\u5316\uff0c\u5e76\u63d0\u4f9b\u989d\u5916\u670d\u52a1\uff09\u3002<\/span>\n <\/section>\n
\n \u6211\u8ba4\u4e3a Hadoop \u7684\u95ee\u9898\u5173\u952e\u5728\u4e8e\u5b83\u5341\u5206\u590d\u6742\u3002\u5b83\u662f\u4e00\u4e2a\u96c6\u7fa4\u8f6f\u4ef6\uff0c\u6709\u7740\u6240\u6709\u7684\u7ec4\u4ef6\uff0c\u4e00\u4e9b\u6838\u5fc3\u7ec4\u4ef6\u4f60\u53ef\u4ee5\u901a\u8fc7\u67d0\u4e9b\u65b9\u5f0f\u8fdb\u884c\u62d3\u5c55\uff0c\u4f8b\u5982\u6dfb\u52a0 SQL \u529f\u80fd\u3001Hbase \u548c Cassandra\uff0c\u90a3\u4e48\u5b83\u5c31\u4f1a\u53d8\u5f97\u975e\u5e38\u590d\u6742\uff0c\u9700\u8981\u6709\u4e00\u4e2a\u5de5\u7a0b\u5e08\u56e2\u961f\u6765\u8fd0\u884c\u6570\u636e\u3002\u8fd9\u53ea\u662f\u6570\u636e\u90e8\u5206\uff0c\u5728\u8ba1\u7b97\u90e8\u5206\uff0c\u4f60\u8fd8\u5fc5\u987b\u5bf9\u6240\u6709\u7684\u8ba1\u7b97\u5b9a\u5236\u811a\u672c\u3002Hadoop \u7684\u6a21\u578b\u5f88\u597d\uff0c\u5b83\u628a\u5b58\u50a8\u548c\u8ba1\u7b97\u5206\u5272\u5f00\u6765\uff0c\u5e76\u628a\u5b83\u8fdb\u884c\u4e86\u5206\u5e03\u3002\u56e0\u6b64\uff0c\u4f60\u4fbf\u62e5\u6709\u4e86\u6240\u8c13\u7684\u591a\u91cd\u5e76\u884c\u5904\u7406\u3002\u4f60\u53ef\u4ee5\u628a\u4f60\u7684\u8ba1\u7b97\u5206\u5272\u6210\u4e00\u4e2a\u4e2a\u5fae\u5904\u7406\uff0c\u8fd9\u6837\u6211\u4eec\u53ea\u9700\u8981\u5904\u7406\u5f88\u5c0f\u7684\u6570\u636e\u5b50\u96c6\uff0c\u6700\u540e\u6211\u4eec\u518d\u628a\u5b83\u4eec\u7ec4\u5408\u5728\u4e00\u8d77\uff0c\u4ee5\u83b7\u5f97\u603b\u4f53\u7684\u7ed3\u679c\uff0c\u4f7f\u6211\u4eec\u7684\u5206\u6790\u80fd\u591f\u89c4\u6a21\u5316\u3002<\/span>\n <\/section>\n
\n Hadoop \u7684\u6838\u5fc3\u662f\u67b6\u6784\uff0c\u5b83\u7684\u67b6\u6784\u6781\u5176\u51fa\u8272\uff0c\u4f46\u662f\u4f7f\u7528\u8d77\u6765\u975e\u5e38\u590d\u6742\uff0c\u9700\u8981\u7ecf\u8fc7\u5f88\u591a\u7684\u57f9\u8bad\u624d\u53ef\u4ee5\u4f7f\u7528\u3002\u6211\u5bf9 Cloudera \u548c Horonworks \u4e24\u5bb6\u516c\u53f8\u7684\u5370\u8c61\u5e76\u4e0d\u6df1\uff0c\u5bf9\u4ed6\u4eec\u5efa\u7acb\u8fd9\u4e9b\u5e73\u53f0\u7684\u7b56\u7565\u5e76\u4e0d\u4e86\u89e3\uff0c\u4f46\u6211\u771f\u7684\u8ba4\u4e3a\u4ed6\u4eec\u5e94\u8be5\u5728\u4e00\u5f00\u59cb\u5c31\u628a\u8fd9\u4f5c\u4e3a\u4e00\u9879\u670d\u52a1\u6765\u63d0\u4f9b\u3002<\/span>\n <\/section>\n
\n \n \n <\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u96be\u9053 Cloudera \u6ca1\u6709\u5c1d\u8bd5\u8fc7\u7528\u66f4\u53cb\u597d\u7684\u65b9\u5f0f\u6765\u505a\u8fd9\u4ef6\u4e8b\u5417\uff1f<\/span>\n <\/section>\n
\n \n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u60f3\u4ed6\u4eec\u5e94\u8be5\u662f\u5c1d\u8bd5\u8fc7\u7684\uff0c\u867d\u7136\u6211\u5e76\u4e0d\u77e5\u9053\u4ed6\u4eec\u6700\u7ec8\u60f3\u505a\u6210\u4ec0\u4e48\uff0c\u4f46\u5b83\u5e76\u6ca1\u6709\u6210\u529f\u3002\u9700\u8981\u6709\u4eba\u80fd\u591f\u5c06\u5176\u8fdb\u884c\u5305\u88c5\uff0c\u4ee5\u66f4\u53cb\u597d\u7684\u65b9\u5f0f\u8fd0\u884c\u5b83\uff0c\u8fd9\u79cd\u60c5\u51b5\u6700\u7ec8\u4e5f\u7684\u786e\u5b9e\u73b0\u4e86\uff0c\u4f46\u968f\u7740 Apache Spark \u7684\u51fa\u73b0\uff0cHadoop \u9010\u6e10\u88ab\u53d6\u4ee3\uff0c\u7528\u6237\u53ea\u9700\u5728\u5185\u5b58\u4e0a\u4fbf\u53ef\u5b8c\u6210\u4e4b\u524d\u6240\u63d0\u5230\u7684\u6d41\u7a0b\uff0c\u5e76\u4e0d\u9700\u8981\u78c1\u76d8\u3002\u5bf9\u6211\u800c\u8a00\uff0c\u8fd9\u4e5f\u662f Spark \u80fd\u591f\u66ff\u4ee3 hadoop \u6700\u6210\u529f\u7684\u90e8\u5206\uff0c\u4e4b\u540e\u4fbf\u8bde\u751f\u4e86\u50cf\u00a0 Databricks \u8fd9\u6837\u4ee5\u63d0\u4f9b Spark \u4e3a\u670d\u52a1\u7684\u516c\u53f8\uff0c\u6211\u8ba4\u4e3a\u8fd9\u6070\u5de7\u4e5f\u662f Cloudera \u548c Hortonworks \u5728\u4e00\u5f00\u59cb\u5c31\u5e94\u8be5\u8003\u8651\u7684\u5730\u65b9\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u6211\u60f3\u4ed6\u4eec\u7684\u53e6\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u5b83\u4eec\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\u90fd\u662f\u9ad8\u9636\u89e3\u51b3\u65b9\u6848\uff0c\u6216\u8005\u81f3\u5c11\u662f\u4f5c\u4e3a\u9ad8\u9636\u89e3\u51b3\u65b9\u6848\u5f00\u59cb\u7684\u3002\u56e0\u6b64\uff0c\u5b83\u4eec\u5373\u4f7f\u89e3\u51b3\u4e86\u5206\u6790\u90e8\u5206\uff0c\u4f8b\u5982\u5728\u4e00\u4e2a\u7406\u60f3\u7684\u6570\u636e\u4e2d\u5fc3\u8fdb\u884c\u4e86\u90e8\u7f72\uff0c\u53ef\u4ee5\u5b8c\u6210\u6240\u6709\u7684\u5de5\u4f5c\u3002\u4f46\u5982\u679c\u4f60\u7684\u6570\u636e\u5728\u4e0d\u505c\u5730\u589e\u957f\uff0c\u4f60\u4e5f\u53ea\u662f\u6709\u4e86\u4e00\u4e2a\u56fa\u5b9a\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u5e76\u6ca1\u6709\u89e3\u51b3\u57fa\u7840\u8bbe\u65bd\uff0c\u800c\u8fd9\u540c\u6837\u662f\u4e00\u4e2a\u5f88\u68d8\u624b\u7684\u95ee\u9898\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u5e76\u6ca1\u6709\u89e3\u51b3\uff0c\u800c\u8fd9\u4e5f\u662f\u95ee\u9898\u6240\u5728\u3002\u5982\u679c\u6211\u4eec\u5fc5\u987b\u5b89\u88c5\u4e00\u4e2a\u590d\u6742\u7684\u8f6f\u4ef6\uff0c\u90a3\u4e48\u6211\u4eec\u8fd8\u5fc5\u987b\u8d2d\u4e70\u5546\u54c1\u786c\u4ef6\uff0c\u4e00\u65e6\u5728\u6211\u4eec\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e\u8fd8\u60f3\u6269\u5c55\u96c6\u7fa4\uff0c\u6211\u4eec\u8fd8\u5fc5\u987b\u7ef4\u62a4\u8d8a\u6765\u8d8a\u591a\u7684\u786c\u4ef6\u3002\u540e\u6765\uff0c\u53c8\u8fce\u6765\u4e86\u4e91\u8ba1\u7b97\u89e3\u51b3\u65b9\u6848\uff0c\u50cf Amazon \u63a8\u51fa\u7684 EMR \u57fa\u672c\u4e0a\u5c31\u662f\u5f39\u6027\u7684 Hadoop \u670d\u52a1\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e91\u8ba1\u7b97\u7aef\u8fd0\u884c Hadoop\uff0c\u6700\u540e\u6210\u4e3a Hadoop \u5373\u670d\u52a1\u3002\u5982\u4f55\u901a\u8fc7\u7f16\u7a0b\u8d85\u8d8a\u5b83\u4eec\uff0c\u4ed6\u4eec\u5bf9\u6240\u6709\u7684\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u4e86\u5904\u7406\uff0c\u7528\u6237\u53ea\u9700\u63d0\u4ea4\u4e00\u4e2a\u8bf7\u6c42\u4fbf\u53ef\u81ea\u52a8\u8fd0\u884c\u3002\u5bf9\u6211\u800c\u8a00\uff0c\u8fd9\u4e5f\u662f Cloudera \u548c Hortonworks \u8870\u843d\u7684\u539f\u56e0\uff0c\u7528\u6237\u4e0d\u518d\u9700\u8981\u00a0\u9ad8\u9636\u00a0\u7684\u8f6f\u4ef6\u548c\u786c\u4ef6\uff0c\u4ed6\u4eec\u5728\u4e91\u8ba1\u7b97\u7aef\u4fbf\u53ef\u5b8c\u6210\u6240\u6709\u5de5\u4f5c\uff0c\u56e0\u6b64 Cloudera \u548c Hortonworks \u5c31\u8fd9\u6837\u88ab\u6dd8\u6c70\u4e86\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n Snowflake \u6709\u8da3\u7684\u5730\u65b9\u5728\u4e8e\u5b83\u5e76\u6ca1\u6709\u5229\u7528\u73b0\u6709\u7684\u5f00\u6e90\u6280\u672f\u3002\u6211\u8ba4\u4e3a\u4efb\u4f55\u73b0\u6709\u5f62\u5f0f\u7684\u8de8\u8d8a\u90fd\u662f\u4e00\u79cd\u8001\u6d3e\u7684\u505a\u6cd5\uff0c\u53ea\u6709\u5f00\u53d1\u51fa\u81ea\u5df1\u4e13\u6709\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u518d\u8fdb\u884c\u5927\u4e3e\u63a8\u8fdb\u624d\u80fd\u591f\u83b7\u5f97\u5927\u89c4\u6a21\u7684\u91c7\u7528\u3002<\/span>\u8fd9\u5c31\u50cf<\/span> 9<\/span>0\u00a0\u5e74\u4ee3\u6216<\/span> 2<\/span>000\u00a0\u4ee5\u524d\uff0c\u521b\u9020\u65b0\u7684\u5546\u4e1a\u6a21\u5f0f\u5e76\u8fd0\u8425\u5b83\u3002\u4f46\u65e0\u8bba\u600e\u6837\uff0c\u4ed6\u4eec\u8fd8\u662f\u9762\u4e34\u5982\u4f55\u5f00\u59cb\u7684\u95ee\u9898\uff0c\u5f53\u4e00\u4e2a\u5f00\u53d1\u8005\u90fd\u6ca1\u6709\u7684\u65f6\u5019\uff0c\u4ed6\u4eec\u662f\u5982\u4f55\u5f00\u59cb\u7684\uff1f\u800c\u4e14\u4e3a\u4ec0\u4e48\u4ed6\u4eec\u83b7\u5ba2\u5982\u6b64\u4e4b\u5feb\uff1f<\/span><\/span><\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e2a\u95ee\u9898\u6709\u70b9\u5927\u3002\u6211\u4eec\u53ef\u4ee5\u5148\u4ece\u4ed6\u4eec\u7684\u67b6\u6784\u5f00\u59cb\uff0c\u7136\u540e\u518d\u8c08\u8c08\u4ed6\u4eec\u7684\u6613\u7528\u6027\u3002Snowflake \u4e00\u5f00\u59cb\u5c31\u628a\u81ea\u5df1\u7684\u67b6\u6784\u5efa\u7acb\u5728\u4e91\u8ba1\u7b97\u7684\u4f18\u52bf\u4e0a\uff0c\u4ed6\u4eec\u4e00\u5f00\u59cb\u662f\u5728 AWS \u8fd0\u884c\u4e0a\uff0c\u4e4b\u540e\u53c8\u6269\u5c55\u5230\u4e86 Azure \u548c Google \u4e91\u8ba1\u7b97\u5e73\u53f0\uff0c\u76ee\u524d\uff0c\u5b83\u5f88\u597d\u5730\u5728\u8fd9\u4e09\u4e2a\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u8fd0\u884c\u7740\uff0c\u56e0\u6b64\u6211\u8ba4\u4e3a Snowflake \u7684\u4f18\u52bf\u4e4b\u4e00\u662f\u53ef\u4ee5\u5728\u5404\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002\u5ba2\u6237\u57fa\u672c\u4e0a\u90fd\u4f1a\u6839\u636e\u9700\u6c42\u4f7f\u7528\u4e0d\u540c\u7684\u5e73\u53f0\uff0c\u5c31\u50cf\u4f20\u7edf\u4e0a\u5982\u679c\u7528 hadoop \u7684\u8bdd\uff0c\u5185\u90e8\u5148\u9700\u8981\u628a\u5b58\u50a8\u548c\u8ba1\u7b97\u5206\u5f00\uff0c\u7136\u540e\u5206\u5e03\u5728\u4e0d\u540c\u7684\u5730\u65b9\u3002\u5229\u7528\u4e91\u8ba1\u7b97\u5e73\u53f0\u7684\u4f18\u52bf\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e91\u539f\u751f\u7684\u5b58\u50a8\u80fd\u529b\u548c\u8ba1\u7b97\u80fd\u529b\uff0c\u5e76\u5728\u4e0a\u9762\u642d\u5efa\u6240\u6709\u670d\u52a1\u3002\u6211\u559c\u6b22\u5c06\u4ed6\u4eec\u770b\u4f5c\u662f\u4e00\u6735\u4e91\uff0c\u5728\u90a3\u6735\u4e91\u91cc\u9762\u53ef\u4ee5\u5efa\u7acb\u4e91\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\u3002\u8fd9\u662f\u4e00\u79cd\u4e0e\u4f20\u7edf\u7684\u89e3\u51b3\u65b9\u6848\u5b8c\u5168\u4e0d\u540c\u7684\u65b9\u5f0f\uff0c\u4ed6\u4f7f\u4e91\u8ba1\u7b97\u516c\u53f8\u80fd\u591f\u83b7\u5f97\u771f\u6b63\u7684\u6269\u5c55\uff0c\u5e76\u72ec\u7acb\u6269\u5c55\u5ba2\u6237\u3002\u6bcf\u4e2a\u5ba2\u6237\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u60f3\u8981\u7684\u4ef7\u683c\u6765\u6269\u5c55\u81ea\u5df1\uff0c\u4ed6\u4eec\u80fd\u591f\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u6765\u6269\u5c55\u81ea\u5df1\u7684\u5e73\u53f0\u96c6\u7fa4\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5c31\u50cf\u662f\u5728\u4e91\u8ba1\u7b97\u4e2d\u95f4\u7684\u4e2d\u95f4\u5546\u3002<\/span>\n <\/section>\n
\n \u81f3\u4e8e\u60a8\u7684\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u6bd4\u6211\u8ba4\u4e3a\u7684\u771f\u6b63\u7ade\u4e89\uff08\u5373\u4e91\u8ba1\u7b97\u5e73\u53f0\u672c\u8eab\uff09\u5bf9\u624b\u505a\u5f97\u66f4\u597d\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u6240\u63d0\u5230\u7684\u8fd9\u4e9b\u4f20\u7edf\u4f01\u4e1a\u4e5f\u90fd\u5728\u8fd9\u884c\u4e1a\u8fdb\u884c\u7740\u7ade\u4e89\uff0c\u5b83\u4eec\u7684\u786e\u6709\u4e91\u8ba1\u7b97\u5e73\u53f0\uff0c\u5e76\u4e14\u4e5f\u90fd\u6709\u9488\u5bf9\u6570\u636e\u4ed3\u5e93\u548c\u6570\u636e\u6e56\u7684\u4e91\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u662f\u8fd9\u91cc\u7684\u7ade\u4e89\u662f\u6307\u4e91\u670d\u52a1\u5546\u4ed6\u4eec\u81ea\u8eab\uff0c\u76f4\u63a5\u4f7f\u7528<\/span>AWS\u00a0\u6216\u8005\u662f\u901a\u8fc7<\/span> Snowflake \u4f5c\u4e3a\u7b2c\u4e09\u65b9\u6765\u89e3\u51b3\u4e00\u4e9b\u590d\u6742\u7684\u4e8b\u7269\u3002\u6211\u8ba4\u4e3a\u8fd9\u7ed9\u5ba2\u6237\u5728\u4e0e<\/span>\u00a0AWS\u00a0\u6253\u4ea4\u9053\u65f6\u63d0\u4f9b\u6765\u5f88\u5927\u7684\u5e2e\u52a9\uff0c\u4ed6\u4eec\u5e76\u4e0d\u9700\u8981\u5168\u8eab\u5fc3\u6295\u5165\u5230<\/span>AWS \u4e0a\uff0c\u57fa\u672c\u4e0a\u4ed6\u4eec\u53ef\u4ee5\u628a\u4ed6\u4eec\u5e73\u53f0\u7684\u90a3\u90e8\u5206\u8f6c\u79fb\u5230 Azure \u6216 Google \u4e0a\u3002\u6240\u4ee5\uff0c\u6211\u60f3\u8fd9\u7ed9 Snowflake \u7684\u5ba2\u6237\u63d0\u4f9b\u6765\u5f88\u591a\u4e0e\u4e91\u63d0\u4f9b\u5546\u5408\u4f5c\u7684\u7b79\u7801\uff0c\u662f\u4e00\u4e2a\u76f8\u5f53\u6709\u5438\u5f15\u529b\u7684\u591a\u4e91\u6218\u7565\u3002\u4f46\u540c\u65f6\u4ed6\u53c8\u662f\u4e00\u4e2a\u4e00\u7ad9\u5f0f\u670d\u52a1\u3002\u867d\u7136\u4e91\u670d\u52a1\u5546\u786e\u5b9e\u662f\u4ee5\u57fa\u7840\u8bbe\u65bd\u5373\u670d\u52a1\u7684\u65b9\u5f0f\u642d\u5efa\u4e86\u5f88\u591a\u5e73\u53f0\uff0c\u4f46\u4f60\u8fd8\u662f\u9700\u8981\u8ba9\u5f00\u53d1\u4eba\u5458\u5c06\u8fd9\u4e9b\u4e1c\u897f\u6346\u7ed1\u5728\u4e00\u8d77\u3002Snowflake \u63d0\u4f9b\u7684\u662f\u4e00\u7ad9\u5f0f\u670d\u52a1\uff0c\u6ca1\u6709\u4efb\u4f55\u6309\u94ae\u9700\u8981\u4f60\u64cd\u4f5c\uff0c\u4f60\u53ea\u9700\u5c06\u6570\u636e\u6254\u8fdb\u53bb\u4fbf\u53ef\u81ea\u52a8\u8fd0\u884c\u3002\u4e8b\u5b9e\u4e0a\uff0c\u9664\u4e86\u7ba1\u7406\u89d2\u8272\u548c\u8ba4\u771f\u5916\uff0c\u4f60\u9700\u8981\u7684\u914d\u7f6e\u975e\u5e38\u5c11\u3002<\/span><\/span>\n <\/section>\n
\n \n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n Snowflake\u00a0\u662f\u5efa\u7acb\u5728\u516c\u6709\u4e91\u4e4b\u4e0a\u7684<\/span>\uff0c\u65e8\u5728\u5229\u7528\u516c\u6709\u4e91\u7684\u7279\u6027\uff0c\u50cf Amazon Redshift \u5927\u6982\u662f\u5efa\u7acb\u5728 Amazon S3 \u548c EC2 \u4e0a\u7684\u3002\u5f53\u7136 Amzon \u5b8c\u5168\u53ef\u4ee5\u5728\u81ea\u5df1\u7684\u786c\u4ef6\u548c\u57fa\u7840\u8bbe\u65bd\u4e0a\u505a\u5f97\u66f4\u4f18\u5316\u3002\u7136\u540e\u7b2c\u4e09\u65b9\u8f6f\u4ef6 Snowflake \u51fa\u73b0\u4e86\uff0c\u5b83\u5728\u4e0e\u4ed6\u4eec\u7684\u7ade\u4e89\u4e2d\u6218\u80dc\u4e86 Amazon\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u8ba4\u4e3a\u4ed6\u4eec\u53ea\u662f\u6536\u8d2d\u4e86<\/span>Redshift\uff0c\u7136\u540e\u518d\u4ece\u5b83\u7684\u8f6f\u4ef6\u4e2d\u8fdb\u884c\u6269\u5c55\uff0c\u6240\u4ee5\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\uff0c\u5c40\u9650\u5728\u4e86\u4e00\u4e2a\u8303\u56f4\u91cc\u3002\u5f53\u7136\uff0c\u4e5f\u6709\u4e00\u4e9b\u4eba\u770b\u5230\u4e86\u8fd9\u4e2a\u65b9\u5411\u7684\u9519\u8bef\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6211\u5bf9 Redshift \u7684\u5185\u90e8\u7ed3\u6784\u5e76\u4e0d\u4e86\u89e3\uff0c\u4f46\u6211\u77e5\u9053\u76f4\u5230\u6700\u8fd1\uff0c\u4ed6\u4eec\u90fd\u6ca1\u6709\u5728\u8f6f\u4ef6\u4e2d\u5c06\u5b58\u50a8\u548c\u8ba1\u7b97\u90e8\u5206\u5206\u5f00\u6765\u3002\u6211\u64ad\u5ba2\u4e2d\u6587\u7ae0\u4e5f\u5f97\u5230\u4e86\u4e00\u4e9b Amazon \u5de5\u7a0b\u5e08\u7684\u7ea0\u6b63\uff0c\u4ed6\u4eec\u53bb\u5e74 12 \u6708\u786e\u5b9e\u628a\u8fd9\u4e9b\u5206\u6210\u4e86\u4e00\u4e2a\u5b9a\u4ef7\u5c42\uff0c\u6240\u4ee5\u6211\u60f3\u4ed6\u4eec\u662f\u6709\u6240\u52a8\u4f5c\u7684\uff0c\u4f46\u6211\u8fd8\u662f\u89c9\u5f97\u4ed6\u4eec\u662f\u56e0\u4e3a\u6536\u8d2d\u4e86\u90a3\u4e2a\u4ea7\u54c1\uff0c\u56e0\u6b64\u53ef\u80fd\u4f1a\u88ab\u5c40\u9650\u5728\u4e00\u4e2a\u89d2\u843d\u91cc\uff0c\u5bf9\u5176\u80fd\u529b\u6709\u4e00\u5b9a\u9650\u5236\u3002<\/span>\n <\/section>\n
\n \u6b64\u5916\uff0c\u4e91\u4f9b\u5e94\u5546\u672c\u8eab\u4e5f\u4e0d\u4e00\u5b9a\u4f1a\u505a\u4e00\u7ad9\u5f0f\u8f6f\u4ef6\uff0c\u5177\u4f53\u8fd8\u662f\u8981\u770b\u60c5\u51b5\u800c\u5b9a\u3002\u4f8b\u5982\uff0c\u6709\u4e00\u4e9b\u8f6f\u4ef6\u975e\u5e38\u6613\u4e8e\u64cd\u4f5c\uff0c\u6709\u4e00\u4e9b\u8f6f\u4ef6\u9700\u8981\u5927\u91cf\u7684\u7cfb\u7edf\u7ba1\u7406\uff0c\u8fd9\u5c31\u5f88\u96be\u4e86\uff0c\u56e0\u6b64\u8fd8\u8981\u770b\u4ea7\u54c1\u7684\u60c5\u51b5\uff0c\u4e5f\u53d6\u51b3\u4e8e\u4e91\u4f9b\u5e94\u5546\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f Snowflake \u7684\u771f\u6b63\u4f18\u52bf\uff0c\u5b83\u4eec\u5c06\u4ea7\u54c1\u505a\u6210\u4e86\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4e14\u662f\u5728\u4e00\u4e2a\u975e\u5e38\u68d2\u7684\u67b6\u6784\u4e0a\u3002\u6211\u60f3\u5bf9\u7528\u6237\u800c\u8a00\uff0c\u5b83\u4eec\u4ea7\u54c1\u7684\u901f\u5ea6\u66f4\u5feb\u3001\u6027\u80fd\u66f4\u5f3a\uff0c\u5e76\u4e14\u6700\u7ec8\u6210\u672c\u4e5f\u66f4\u4f4e\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \n \n \u662f\u7684\uff0c\u8fd9\u4e5f\u662f\u6211\u7ecf\u5e38\u542c\u5230\u7684\u3002\u4ed6\u4eec\u4e5f\u8ba4\u4e3a <\/span>\n Snowflake <\/span>\n \u4f7f\u7528\u8d77\u6765<\/span>\n <\/span>\n \n \u66f4\u65b9\u4fbf<\/span>\n <\/em>\n \uff0c\u5e76\u4e14\u56e0\u4e3a\u5b83<\/span>\n \n \u66f4\u4fbf\u5b9c<\/span>\n <\/em>\n \uff0c\u5f88\u591a\u4eba\u90fd\u5c06\u4ea7\u54c1\u6362\u6210\u4e86<\/span> Snowflake\uff0c<\/span>Snowflake <\/span>\u7684\u4ef7\u683c\u751a\u81f3\u8fd8\u6bd4 <\/span>Redshift <\/span>\u4fbf\u5b9c\u3002<\/span><\/span>\n <\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span><\/span>\n <\/strong>\n \n \u662f\u7684\uff0c\u8fd9\u4e5f\u662f\u6211\u6240\u7406\u89e3\u7684\u3002<\/span>Snowflake <\/span>\u548c <\/span>Redshift <\/span>\u7684\u6027\u80fd\u90fd\u5f88\u597d\uff0c\u90fd\u91c7\u7528\u4e86\u591a\u91cd\u5e76\u884c\u5904\u7406\uff0c\u4f46 <\/span>Snowflake <\/span>\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u63d0\u4f9b\u7684\u8ba1\u7b97\u5c42\u90fd\u662f\u53ef\u62d3\u5c55\u7684\uff0c\u6bcf\u4e2a\u5ba2\u6237\u57fa\u672c\u4e0a\u90fd\u662f\u5728<\/span>\u8fd0\u884c\u81ea\u5df1\u7684\u5c0f\u578b\u4e91\u5e73\u53f0\u3002\u4ed6\u4eec\u6240\u6709\u7684\u67e5\u8be2\u3001\u5206\u6790\u548c\u63d0\u53d6\u90fd\u662f\u901a\u8fc7\u8fd9\u79cd\u5171\u4eab\u90e8\u5206\u7684\u5e73\u53f0\u6240\u5b8c\u6210\u7684\uff0c\u5e73\u53f0\u8fd8\u4f1a\u5bf9\u5b58\u50a8\u8fdb\u884c\u4e00\u76f4\u8ffd\u8e2a\uff0c\u6bcf\u4e2a\u5ba2\u6237\u90fd\u53ef\u4ee5\u8fdb\u884c\u9ad8\u5ea6\u533a\u5206\u3002\u6b63\u56e0\u4e3a\u5982\u6b64\uff0c\u6bcf\u4e2a\u5ba2\u6237\u90fd\u53ef\u4ee5\u5c06\u8ba1\u7b97\u7684\u6210\u672c\u4e0e\u4ed6\u4eec\u60f3\u8981\u7684\u5730\u65b9\u8fdb\u884c\u6302\u94a9\u3002\u5982\u679c\u4ed6\u4eec\u4e0d\u60f3\u652f\u4ed8\u592a\u591a\u8d39\u7528\uff0c\u4ed6\u4eec\u901a\u5e38\u53ef\u4ee5\u7f29\u51cf\u8ba1\u7b97\u5c42\u7684\u89c4\u6a21\uff0c\u4f46\u8fd9\u4f1a\u610f\u5473\u7740\u66f4\u591a\u65f6\u95f4\u7684\u67e5\u8be2\u7b49\u5f85\u3001\u67e5\u8be2\u4f1a\u66f4\u6162\uff0c\u5e76\u4e14\u5e76\u53d1\u91cf\u4e5f\u66f4\u5c11\u3002\u5982\u679c\u4ed6\u4eec\u7684\u7528\u6237\u6570\u91cf\u53d8\u591a\u4e86\uff0c\u60f3\u8981\u66f4\u5feb\u7684\u54cd\u5e94\u901f\u5ea6\uff0c\u90a3\u4e48\u4ed6\u4eec\u53ef\u4ee5\u6269\u5927\u89c4\u6a21\uff0c\u652f\u4ed8\u66f4\u591a\u7684\u8d39\u7528\u3002\u8fd9\u662f<\/span> Snowflake \u6240\u793a\u7528\u7684\u57fa\u7840\u4ed8\u8d39\u7ed3\u6784\uff0c\u5ba2\u6237\u53ef\u4ee5\u8fdb\u884c\u63a7\u5236\uff0c<\/span><\/span>\n \n \u8fd9\u4e5f\u662f\u6211\u8ba4\u4e3a\u5176\u6bd4\u8f83\u72ec\u7279\u7684\u4e00\u4e2a\u529f\u80fd<\/span>\n <\/strong>\n \u3002<\/span>\n <\/span>\n <\/section>\n
\n \u6211\u77e5\u9053 Google \u4ed6\u4eec\u6b63\u5728\u8bd5\u56fe\u63a9\u76d6\u8fd9\u90e8\u5206\uff0c\u4ed6\u4eec\u63d0\u4f9b\u7684\u53ea\u662f\u4e00\u4e2a\u57fa\u672c\u7684\u5b9a\u4ef7\u5c42\uff0c\u7528\u6237\u53ea\u662f\u6254\u7ed9\u5b83\u4eec\u6570\u636e\uff0c\u5b83\u4eec\u518d\u901a\u8fc7\u5176\u5de5\u4f5c\u53cd\u9988\u6570\u636e\u3002\u6211\u8ba4\u4e3a Snowflake \u4e0d\u4f46\u5728\u591a\u4e91\u6218\u7565\u4e0a\u7ed9\u7528\u6237\u63d0\u4f9b\u4e86\u76f8\u5f53\u5e7f\u6cdb\u7684\u6388\u6743\uff0c\u5e76\u4e14\u4ed6\u4eec\u7684\u5b9a\u4ef7\u65b9\u5f0f\u4e5f\u7ed9\u4e86\u7528\u6237\u66f4\u591a\u9009\u62e9\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \n \u6211\u60f3\u5ba2\u6237\u7684\u4e00\u4e9b\u9009\u62e9\u6027\u653e\u5f03\u662f\u5426\u540c\u65f6\u4e5f\u964d\u4f4e\u4e86\u5b83\u4eec\u5229\u7528\u4e91\u8ba1\u7b97\u7684\u4f18\u52bf\uff1f\u4e00\u4e2a\u591a\u79df\u6237\u7684\u67b6\u6784\u610f\u5473\u7740\u6240\u6709\u7684\u5ba2\u6237\u90fd\u5728\u4e00\u4e2a\u5e95\u5c42\u786c\u4ef6\u4e0a\u8fdb\u884c\u5171\u4eab\u3002<\/span>\n Snowflake <\/span>\n \u662f\u4e0d\u662f\u5e76\u6ca1\u6709\u8fd9\u6837\u505a\uff1f<\/span>\n <\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n Snowflake <\/span>\u7684\u67b6\u6784\u5171\u6709\u4e09\u5c42\u3002\u4f60\u8bf4\u7684\u662f\u4ed6\u4eec\u7684\u5b58\u50a8\u5c42\uff0c\u8fd9\u4e5f\u662f\u6bcf\u4e2a\u4e91\u4f9b\u5e94\u5546\u62e5\u6709\u7684\u672c\u5730\u5b58\u50a8\u80fd\u529b\uff0c\u7c7b\u4f3c\u4e8e Amazon <\/span>\u7684 S3<\/span>\uff0c\u4ed6\u4eec\u4f1a\u5c06\u6240\u6709\u7684\u6570\u636e\u5206\u89e3\u6210\u5355\u4e2a\u5b57\u6bb5\uff0c\u5e76\u8fdb\u884c\u538b\u7f29\u4e0e\u52a0\u5bc6\uff0c\u5e76\u5c06\u8fd9\u4e9b\u5b57\u6bb5\u5b58\u50a8\u5728 S3 <\/span>\u4e2d\u3002\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u8fd9\u662f\u5b83\u4eec\u5e73\u53f0\u96c6\u7fa4\u4e4b\u95f4\u7684\u5171\u4eab\u3002\u5728\u6b64\u57fa\u7840\u4e4b\u4e0a\uff0c\u6bcf\u4e2a\u5ba2\u6237\u90fd\u6709\u626b\u63cf\u8ba1\u7b97\u7684\u6700\u7ec8\u63a7\u5236\u6743\uff0c\u57fa\u672c\u4e0a\u6bcf\u4e2a\u5ba2\u6237\u90fd\u53ef\u4ee5\u5728\u5b58\u50a8\u5c42\u4e0a\u8fdb\u884c\u4efb\u4f55\u64cd\u4f5c\uff0c\u5982 SQL \u548c Ingest<\/span>\u3002\u4ed6\u4eec\u80fd\u591f\u786e\u5207\u5730\u63a7\u5236\u5b83\u7684\u5927\u5c0f\u548c\u5207\u5272\u3002\u8fd9\u4e9b\u4e0a\u9762\u8fd8\u6709\u4e00\u4e2a\u5171\u4eab\u670d\u52a1\u5c42\uff0c\u7c7b\u4f3c\u4e8e Snowflake \u7684 API <\/span>\u5c42\u3002\u8fd9\u4e00\u5c42\u4e3b\u8981\u7ba1\u7406\u6240\u6709\u6709\u5173\u5b89\u5168\u548c\u5185\u90e8\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u5982\u96c6\u7fa4\u5185\u90e8\u5de5\u4f5c\u65b9\u5f0f\u7684\u534f\u8c03\u3002<\/span>\n <\/section>\n
\n \n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u6240\u4ee5\u8fd9\u542c\u8d77\u6765\u66f4\u50cf\u662f\u8de8\u5171\u4eab\u8ba1\u7b97\uff0c\u6211\u60f3\u4ed6\u4eec\u4e70\u4e86\u4e00\u5806\u8ba1\u7b97\u3002<\/span>\u53ef\u80fd\u662f\u63d0\u524d\uff0c\u53c8\u6216\u8005\u662f\u52a8\u6001\u8d2d\u4e70\uff1f<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u8fd9\u662f\u5b8c\u5168\u53ef\u4ee5\u60f3\u8c61\u5f97\u5230\u7684\u3002\u5728\u4e91\u57fa\u7840\u8bbe\u65bd\u4e2d\uff0c\u4ed6\u53ef\u80fd\u4f1a\u6bd4\u8fd9\u66f4\u7075\u6d3b\u4e9b\u3002\u4ed6\u4eec\u4e3a\u5ba2\u6237\u7ba1\u7406\u6240\u6709\u7684\u8fd9\u4e9b\uff0c\u5ba2\u6237\u5374\u5b8c\u5168\u770b\u4e0d\u5230\u3002\u5ba2\u6237\u53ef\u4ee5\u66f4\u5177\u81ea\u5df1\u7684\u89c4\u6a21\u8fdb\u884c\u6269\u5927\u6216\u7f29\u5c0f\u3002\u5982\u679c\u6211\u4eec\u6ca1\u6709\u89c9\u5f97\u6027\u80fd\u4e0d\u591f\uff0c\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u591a\u4ed8\u4e00\u70b9\u94b1\uff1b\u5982\u679c\u6211\u4eec\u6709\u5f88\u591a\u7684\u5bb9\u91cf\uff0c\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u7f29\u5c0f\u4e00\u70b9\u89c4\u6a21\uff0c\u5c11\u4ed8\u4e00\u70b9\u94b1\uff0c\u5b8c\u5168\u53d6\u51b3\u4e8e\u5ba2\u6237\u60c5\u51b5\u3002\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u5730\u601d\u8003\u65b9\u5f0f\uff0c\u6211\u8ba4\u4e3a Snowflake \u53ef\u4ee5\u7b97\u4f5c\u662f\u4e91\u8ba1\u7b97\u4e2d\u7684\u4e91\u8ba1\u7b97\u3002\u4ed6\u5141\u8bb8\u4ed6\u4eec\u7684\u5ba2\u6237\u5728\u4e91\u57fa\u7840\u8bbe\u65bd\u7684\u57fa\u7840\u4e0a\u5bf9\u5176\u81ea\u8eab\u7684\u5e73\u53f0\u89c4\u6a21\u8fdb\u884c\u6269\u5c55\u548c\u7f29\u5c0f\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4f01\u4e1a\u5185\u90e8\u7684\u6760\u6746\u964d\u4f4e\u6210\u672c\uff0c\u800c Snowflake \u7ed9\u81ea\u5df1\u548c\u5ba2\u6237\u90fd\u5e26\u6765\u4e86\u7075\u6d3b\u6027\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \n \u662f\u7684\uff0c\u6210\u672c\u7684\u786e\u4e5f\u662f\u6709\u4e00\u4e2a\u5f88\u6709\u8da3\u7684\u70b9\u3002\u6211\u5728\u770b <\/span>\n Snowflake <\/span>\n \u7684\u516c\u5f00\u62db\u80a1\u8bf4\u660e\u4e66\u9996\u5148\u6ce8\u610f\u7684\u4fbf\u662f\u5176\u6210\u672c\u3002\u4f60\u731c <\/span>\n Snowflake<\/span>\n \u4f5c\u4e3a\u4e00\u5bb6\u6570\u636e\u516c\u53f8\u5176\u6bdb\u5229\u7387\u662f\u591a\u5c11\uff1f\u5728\u4ee5\u524d\u6211\u4f1a\u731c\u662f <\/span>\n 80% ~ 90%<\/span>\n \u3002\u4f46\u4e8b\u5b9e\u4e0a\uff0c<\/span>\n Snowflake <\/span>\n \u4f5c\u4e3a\u4e00\u5bb6\u4e91\u8ba1\u7b97\u539f\u751f\u63d0\u4f9b\u5546\uff0c\u56e0\u4e3a\u4ed6\u9700\u8981\u652f\u4ed8\u7ed9 <\/span>\n AWS <\/span>\n \u8d39\u7528\uff0c\u56e0\u6b64\u4ed6\u4eec\u7684\u6bdb\u5229\u7387\u5728 <\/span>\n 60% <\/span>\n \u5de6\u53f3\uff0c\u4f46\u5b83\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u6211\u60f3\u6700\u7ec8\u53ef\u80fd\u4f1a\u8fbe\u5230 <\/span>\n 70% <\/span>\n \u6216 <\/span>\n 70% <\/span>\n \u4ee5\u4e0a\u3002\u6709\u8da3\u7684\u662f\uff0c\u8fd9\u4e2a\u65f6\u4ee3\u7684\u6570\u636e\u5e93\u516c\u53f8\u7684\u5229\u6da6\u7387\u90fd\u666e\u904d\u6bd4\u8f83\u4f4e\uff0c\u5c31\u50cf <\/span>\n Snowflake <\/span>\n \u4f1a\u5411 <\/span>\n Amazon <\/span>\n \u652f\u4ed8\u8d39\u7528\uff0c\u56e0\u6b64 <\/span>\n Amazon Redshift <\/span>\n \u867d\u7136\u5931\u53bb\u4e86\u5f88\u591a\u5e02\u573a\u4efd\u989d\uff0c\u4f46\u540c\u6837\u83b7\u5f97\u4e86\u6765\u81ea <\/span>\n Snowflake <\/span>\n \u7684\u6536\u5165\u3002<\/span>\n <\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u8ba4\u4e3a\u5bf9\u4e8e\u4e91\u4f9b\u5e94\u5546\u800c\u8a00\u8fd9\u662f\u53cc\u8d62\u7684\u7ed3\u679c\uff0c\u65e0\u8bba\u7528\u6237\u9009\u62e9 Redshift <\/span>\u5e73\u53f0\u6216\u8005 Snowflake<\/span>\uff0c\u5bf9\u4e8e Amazon <\/span>\u800c\u8a00\u53ea\u662f\u591a\u5c11\u51e0\u4e2a\u5229\u6da6\u70b9\u3002\u5ba2\u6237\u5728\u6ce8\u518c Snowflake <\/span>\u65f6\uff0c\u53ef\u4ee5\u9009\u62e9\u4ed6\u4eec\u60f3\u8981\u7684\u4f9b\u5e94\u5546\u548c\u5730\u533a\uff0c\u4ed6\u4eec\u6ca1\u6709\u81ea\u5df1\u7684\u6570\u636e\u5e93\uff0c\u56e0\u6b64 Amazon <\/span>\u4e00\u5b9a\u4f1a\u6709\u6536\u5165\u3002\u8fd9\u4e5f\u662f\u4eca\u5929\u7ecf\u6d4e\u7684\u5947\u602a\u4e4b\u5904\uff0c\u4efb\u4f55\u65f6\u5019\u90fd\u4f1a\u6709\u5b58\u5728\u654c\u53cb\u5173\u7cfb\u3002\u800c\u4e14\u5c31\u5982\u4f60\u4e86\u89e3\u7684\u90a3\u6837\uff0c\u8fd9\u4e2a\u884c\u4e1a\u4e0d\u53ef\u80fd\u662f\u4e00\u5bb6\u72ec\u5927\u7684\uff0c\u5c31\u50cf Snowflake <\/span>\u662f Amazon <\/span>\u7684\u5ba2\u6237\uff0c\u4ed6\u4eec\u9700\u8981\u652f\u4ed8\u7ed9 Amazon <\/span>\u5de8\u989d\u8d39\u7528\uff0c\u56e0\u6b64\u4ed6\u4eec\u6c38\u8fdc\u4e0d\u4f1a\u5f97\u5230\u6700\u9ad8\u7684\u5229\u6da6\uff0cSnowflake <\/span>\u662f\u5efa\u7acb\u5728\u4e91\u57fa\u7840\u8bbe\u65bd\u4e0a\u7684\uff0c\u4ed6\u4eec\u5fc5\u987b\u4e3a\u6b64\u5411\u4f9b\u5e94\u5546\u652f\u4ed8\u4e00\u5b9a\u8d39\u7528\u3002<\/span>\n <\/section>\n
\n \n \n <\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span>\n <\/strong>\n \u8fd9\u662f\u4e00\u4e2a\u5341\u5206\u7f8e\u5999\u7684\u751f\u610f\u3002\u4e5f\u8bb8\u6211\u4eec\u4e5f\u53ef\u4ee5\u653e\u5927\u4e00\u70b9\u770b\uff0c\u770b\u770b\u6574\u4f53\u7684\u6218\u7565\u5e03\u5c40\u3002\u6211\u5728\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u53d1\u5e03\u4e86\u4e00\u4efd\u5173\u4e8e SaaS \u7684\u767d\u76ae\u4e66\uff0c\u8ba9\u6211\u5f00\u59cb\u7814\u7a76\u7684\u539f\u56e0\u662f\u5728\u4e8e\u60f3\u77e5\u9053\u6709\u591a\u5c11\u4f01\u4e1a\u8f6f\u4ef6\u6b63\u5728 <\/span>\n IPO <\/span>\n \u6216\u5df2\u7ecf\u4e0a\u5e02\u4e86\u3002\u4e8b\u5b9e\u4e0a\u6570\u91cf\u6709\u5f88\u591a\uff0c\u4f46\u6bd4\u8d77\u5927\u90e8\u5206\u5a92\u4f53\u6240\u62a5\u9053\u7684\u6d88\u8d39\u7c7b\u4e92\u8054\u7f51\u516c\u53f8\u7684\u6570\u91cf\u800c\u8a00\uff0c\u8fd9\u4e2a\u6570\u5b57\u771f\u7684\u76f8\u5f62\u89c1\u7ecc\u3002\u4e5f\u8bb8\u662f\u4eba\u4eec\u4e2a\u4eba\u504f\u597d\u95ee\u9898\uff0c\u6211\u8ba4\u4e3a\u4f01\u4e1a\u8f6f\u4ef6\u80af\u5b9a\u6ca1\u6709\u5f97\u5230\u5927\u5bb6\u8db3\u591f\u7684\u91cd\u89c6\uff0c\u5bf9\u4f01\u4e1a\u8f6f\u4ef6\u5173\u6ce8\u4e0d\u8db3\u3002\u4f46\u662f\u4ece\u4f01\u4e1a\u8f6f\u4ef6\u7684\u7efc\u5408\u8868\u73b0\u6765\u770b\uff0c\u5982\u679c\u6211\u4eec\u53ea\u770b <\/span>\n IPO <\/span>\n \u7684\u6570\u91cf\uff0c\u4f01\u4e1a\u8f6f\u4ef6\u7684\u6570\u91cf\u6bd4\u6d88\u8d39\u7c7b\u516c\u53f8\u591a <\/span>\n 3 <\/span>\n \u500d\u3002<\/span>\n <\/section>\n
\n \u8fd9\u542c\u8d77\u6765\u597d\u50cf\u4f1a\u6709\u5f88\u591a\u7ade\u4e89\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u5728 Snowflake \u4e4b\u540e\uff0c\u5df2\u7ecf\u6709 6 \u5bb6\u8f6f\u4ef6\u7c7b\u516c\u53f8\u76f8\u7ee7 IPO\u3002Jfog \u548c Sumo Logic \u662f<\/span>\u8fc7\u53bb 2 \u5468\u6210\u529f IPO \u7684\u516c\u53f8\u3002<\/span>\n \u56e0\u4e3a\u60a8\u4e5f\u662f\u4e00\u540d\u6295\u8d44\u8005\uff0c\u5982\u679c\u8ba9\u60a8\u5728 <\/span>\n 100 <\/span>\n \u5bb6\u516c\u53f8\u4e2d\u6311\u9009\uff0c\u60a8\u4f1a\u6311\u54ea\u5bb6\uff1f\u4f1a\u770b\u91cd\u54ea\u4e9b\u4f18\u52bf\u548c\u5177\u4f53\u9886\u57df\uff1f\u6bd4\u8f83\u770b\u91cd\u4ec0\u4e48\u7684\u589e\u957f\uff1f<\/span>\n <\/section>\n
\n \n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u7684\u6295\u8d44\u7406\u5ff5\u9996\u5148\u662f\u516c\u53f8\u4e00\u5b9a\u8981\u6709\u6267\u884c\u529b\u3002\u73b0\u5728\u6709\u5f88\u591a\u516c\u53f8\u5728 Twitter <\/span>\u4e0a\u83b7\u5f97\u4e86\u5f88\u591a\u5173\u6ce8\u548c\u65b0\u95fb\uff0c\u4f46\u5728\u73b0\u5728\u8fd9\u4e2a\u65f6\u95f4\u70b9\u4e0a\uff0c\u8fd9\u4e9b\u90fd\u662f\u7a7a\u60f3\u3002\u5c31\u597d\u6bd4\u7535\u52a8\u6c7d\u8f66 Nikola\uff0c\u4ed6\u5728\u8fd9\u4e2a\u65f6\u95f4\u70b9\u4e0a\u8fd8\u53ea\u662f\u4e00\u4e2a\u4ea7\u54c1\u3002<\/span>\n <\/section>\n
\n \n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u4f60\u5728\u8f6f\u4ef6\u516c\u53f8\u4e0a<\/span>\u770b\u5230\u6709\u7092\u4f5c\u7684\u60c5\u51b5\u5417\uff1f<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span><\/span>\n <\/strong>\n \n \u6ca1\u6709\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u516c\u53f8\u90fd\u662f\u6709\u6267\u884c\u529b\u7684\u3002\u6240\u4ee5\u5728\u6295\u8d44\u65b9\u9762\uff0c\u6211\u9996\u5148\u4f1a\u770b\u516c\u53f8\u878d\u8d44\u65b9\u9762\u7684\u6267\u884c\u529b\uff0c\u7136\u540e\u6211\u518d\u6df1\u5165\u89c2\u5bdf\u5e73\u53f0\u672c\u8eab\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f\u6211\u4e2a\u4eba\u7684\u4f18\u52bf\u6240\u5728\uff0c\u5373\u80fd\u591f\u770b\u6e05\u5e73\u53f0\uff0c\u77e5\u9053\u5e73\u53f0\u5728\u54ea\u91cc\u53ef\u4ee5\u968f\u7740\u5ba2\u6237\u89c4\u6a21\u7684\u6269\u5927\u800c\u6269\u5927\uff0c\u7136\u540e\u4ed6\u4eec\u53c8\u53ef\u4ee5\u4ece\u54ea\u91cc\u8f6c\u5411\u54ea\u91cc\u3002\u5c31\u50cf\u6211\u4eec\u5728\u4e00\u5f00\u59cb\u804a\u5230\u7684\u90a3\u6837\uff0c\u6570\u636e\u603b\u662f\u5728\u4e0d\u65ad\u589e\u957f\u7684\uff0c\u56e0\u6b64\u6211\u4eec\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u6211\u8ba4\u4e3a\u5728\u4e91\u8ba1\u7b97\u7684\u6a21\u5f0f\u4e0b\u8bde\u751f\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u7684\u53ef\u80fd\u6027\u5f88\u5927\u3002<\/span>\n \n \u6211\u8ba4\u4e3a\u5206\u6790\u5b66\u5e94\u8be5\u662f\u4e00\u4e0b\u4e2a\u4f1a\u5d1b\u8d77\u7684\u4e1c\u897f\u3002<\/span>\n <\/strong>\n Snowflake \u5df2\u7ecf\u5f88\u597d\u5730\u89e3\u51b3\u4e86\u6838\u5fc3\u6570\u636e\u95ee\u9898\uff0c\u5f88\u591a\u4e91\u4f9b\u5e94\u5546\u90fd\u5728\u5c1d\u8bd5\u7528\u6570\u636e\u4ed3\u5e93\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u5c31\u50cf\u6570\u636e\u6e56\u548c\u5206\u6790\u6027\u6570\u636e\u5e93\uff0c\u90fd\u662f\u4ee5\u524d\u7684\u4ea7\u7269\u3002<\/span><\/span>\n <\/span>\n <\/section>\n
\n \u4eba\u4eec\u6b63\u5728\u5c1d\u8bd5\u628a\u6240\u6709\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u653e\u5728\u4e00\u4e2a\u5730\u65b9\uff0c\u7136\u540e\u6839\u636e\u7ec4\u7ec7\u7684\u9700\u8981\uff0c\u901a\u8fc7 AI \u548c\u673a\u5668\u5b66\u4e60\u7b49\u65b9\u5f0f\u5bf9\u5176\u5206\u6790\u5e76\u52a0\u4ee5\u5229\u7528\u3002\u76ee\u524d\uff0c\u6709\u5f88\u591a\u89e3\u51b3\u65b9\u6848\u6b63\u5728\u505a\u8fd9\u4e9b\u4e8b\u60c5\u3002\u6211\u8ba4\u4e3a\u4e0b\u4e00\u4e2a\u5d1b\u8d77\u7684\u662f\u80fd\u591f\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\u8fdb\u884c\u5206\u6790\u7684\u4f01\u4e1a\uff0c\u8fd9\u4e5f\u662f\u76ee\u524d\u6211\u5341\u5206\u5173\u6ce8\u7684\u70b9\u3002\u6211\u5728\u7814\u7a76 Snowflake <\/span>\u7684\u65f6\u5019\uff0c\u7684\u786e\u4e5f\u770b\u5230\u4e86\u5f88\u591a\u5206\u6790\u4e1a\u52a1\u7684\u521b\u4e1a\u516c\u53f8\uff0c\u4ed6\u4eec\u90fd\u53ef\u4ee5\u5728\u6570\u636e\u5b58\u50a8\u4e0a\u8fdb\u884c\u5de5\u4f5c\uff0c\u63d0\u4f9b\u53ef\u4ee5\u5728\u672a\u6765\u63d0\u4f9b\u81ea\u5df1\u7684\u7279\u6b8a\u6570\u636e\u6765\u6e90\uff0c\u77e5\u9053\u5982\u4f55\u901a\u8fc7\u5206\u6790\u627e\u5230\u81ea\u5df1\u7684\u5229\u57fa\u5e02\u573a\u3002\u6709\u4e00\u5bb6\u53eb Segment\u7684\u6709\u8da3\u7684\u516c\u53f8\uff0c\u4ed6\u4eec\u5e2e\u52a9\u5ba2\u6237\u628a\u6570\u636e\u653e\u5165\u7c7b\u4f3c Snowflake <\/span>\u7684\u7ec8\u7aef\uff0c\u4ed6\u4eec\u901a\u8fc7\u9500\u552e\u6570\u636e\u5206\u6790\u5e76\u5e2e\u52a9\u516c\u53f8\u83b7\u5f97\u6d1e\u5bdf\uff0c\u7136\u540e\u518d\u53cd\u9988\u5230\u516c\u53f8 Salesforce \u7cfb\u7edf\u4e2d\u7684\u8425\u9500\u7b56\u7565\u3002<\/span>\n <\/section>\n
\n \u76ee\u524d\u5df2\u7ecf\u6709\u4e00\u4e9b\u83b7\u5f97\u5c0f\u5229\u57fa\u7684\u4f01\u4e1a\u51fa\u73b0\uff0c\u6211\u4e5f\u770b\u5230\u4e86\u540c\u6837\u7684\u4e8b\u60c5\u53d1\u751f\u5728\u4e86\u7269\u8054\u7f51\u4e0a\u3002\u4f60\u5f97\u5230\u4e86\u8fd9\u4e9b\u7269\u8054\u7f51\u6570\u636e\u6e90\u7684\u83b7\u53d6\uff0c\u56f4\u7ed5\u7740\u5145\u5206\u5229\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u4e00\u4e9b\u9488\u5bf9\u6027\u670d\u52a1\u7684\u521b\u4e1a\u516c\u53f8\u6b63\u5728\u51fa\u73b0\uff0c\u516c\u53f8\u53ef\u4ee5\u5bf9\u5176\u8fdb\u884c\u5206\u6790\uff0c\u5e2e\u52a9\u5ba2\u6237\u83b7\u5f97\u6d1e\u5bdf\u529b\uff0c\u5ba2\u6237\u4e0d\u518d\u9700\u8981\u96c7\u4f63\u4e00\u6574\u4e2a\u6570\u636e\u79d1\u5b66\u5bb6\u56e2\u961f\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u5982\u679c\u8bf4\u5230\u5206\u6790\uff0c\u663e\u7136\u6700\u8457\u540d\u7684\u4e0a\u5e02\u516c\u53f8\u662f <\/span>Alteryx<\/span>\uff0c\u4ed6\u4eec\u6709\u7740\u514d\u8d39\u7684\u5f00\u6e90<\/span>\u8f6f\u4ef6\uff0c\u5176\u7ade\u4e89\u5bf9\u624b\u6709<\/span> KNIME\u3002\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u5728\u672a\u6765\u662f\u5426\u4ecd\u5c06\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff1f\u4f60\u6709\u6ca1\u6709\u770b\u5230\u4e00\u4e9b\u7c7b\u4f3c\u7684\u65b0\u516c\u53f8\uff1f\u6216\u8005\u4f60\u662f\u5426\u8ba4\u4e3a\u8fd9\u4e9b\u5206\u6790\u7c7b\u521d\u521b\u516c\u53f8\u4f1a\u4f9d\u8d56\u4e8e\u6570\u636e\u5e73\u53f0\uff1f\u6216\u8005<\/span> Snowflake \u4f1a\u81ea\u7136\u5438\u5f15\u8fd9\u4e9b\u516c\u53f8\u6210\u4e3a\u5b83\u7684\u4e00\u7c7b\u529f\u80fd\uff1f<\/span><\/span>\n <\/section>\n
\n \n \u00a0<\/strong>\n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u8001\u5b9e\u8bf4\uff0c\u6211\u65e0\u6cd5\u56de\u7b54\u60a8\u4e0a\u9762\u7684\u63d0\u95ee\u3002\u6211\u8ba4\u4e3a Snowflake <\/span>\u5df2\u7ecf\u5728\u5176\u5e73\u53f0\u4e0a\u5c55\u73b0\u4e86\u5206\u6790\u529f\u80fd\uff0c\u4efb\u4f55\u5ba2\u6237\u90fd\u53ef\u4ee5\u901a\u8fc7\u5404\u79cd\u8bed\u8a00\u6216 \u00a0patchy Spark <\/span>\u7f16\u5199\u81ea\u5df1\u7684\u5206\u6790\u548c\u5206\u6790\u811a\u672c\uff0c\u5e76\u5728 Snowflake <\/span>\u7684\u8ba1\u7b97\u5c42\u8fdb\u884c\u8fd0\u884c\u3002\u80fd\u591f\u76f4\u63a5\u5728\u7ebf\u5229\u7528 Snowflake \u7684\u6240\u6709\u5206\u5e03\u5f0f\u7279\u6027\u6211\u8ba4\u4e3a\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u4f18\u52bf\u3002\u4f60\u57fa\u672c\u4e0a\u53ef\u4ee5\u628a\u4f60\u7684\u5206\u6790\u7ed3\u679c\u5206\u5272\u6210\u4e00\u4e2a\u4e2a\u5c0f\u5c0f\u7684\u6570\u636e\u76cf\uff0c\u4f46\u6240\u6709\u7684\u8fd9\u4e9b\u7d2f\u79ef\u8d77\u6765\u5c31\u4f1a\u4ea7\u751f\u50cf\u6211\u63cf\u8ff0\u7684 Hadoop\u4e00\u6837\u7684\u95ee\u9898\u3002\u56e0\u6b64\u6211\u628a Snowflake \u770b\u4f5c\u00a0Hadoop <\/span>\u5373\u670d\u52a1\uff0c\u4f46\u5b83\u5e76\u4e0d\u662f\u771f\u6b63\u7684 Hadoop<\/span>\uff0c\u56e0\u4e3a\u5b83\u7684\u5806\u6808\u91cc\u5e76\u6ca1\u6709 Hadoop<\/span>\uff0c\u5b83\u53ea\u662f\u5efa\u7acb\u4e86\u4e00\u4e2a\u7528\u6237\u53ef\u4ee5\u5bf9\u81ea\u5df1\u6570\u636e\u8fdb\u884c\u5206\u5e03\u5f0f\u5206\u6790\u7684\u5e73\u53f0\u3002<\/span>\n <\/section>\n
\n \u800c Alteryx \u5219\u662f\u4e00\u5bb6\u5341\u5206\u6709\u8da3\u7684\u516c\u53f8\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6709\u4e00\u4e2a\u56f4\u7ed5\u516c\u6c11\u6570\u636e\u79d1\u5b66\u5bb6\u8ba1\u5212\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f\u4ed6\u4eec\u7684\u53d1\u5c55\u65b9\u5411\u3002\u5982\u679c\u4f60\u60f3\u8fdb\u884c\u5f88\u597d\u7684\u5206\u6790\uff0c\u90a3\u4e48\u4f60\u9700\u8981\u5f88\u9ad8\u7684\u5b66\u4f4d\uff0c\u4f60\u5fc5\u987b\u5b8c\u5168\u7406\u89e3\u7edf\u8ba1\u5b66\uff0c\u5e76\u6709\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u5bb6\u56e2\u961f\u6765\u63d0\u53d6\u6709\u7528\u7684\u89c1\u89e3\u3002\u76ee\u524d\uff0c\u4e00\u4e9b\u5c0f\u7684\u521d\u521b\u516c\u53f8\u5f00\u59cb\u586b\u8865\u5206\u6790\u8fd9\u4e00\u7a7a\u767d\u9886\u57df\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4e3a\u4f01\u4e1a\u7684\u8fd0\u8425\u63d0\u4f9b\u5e2e\u52a9\u3002\u5982\u679c\u4f60\u662f\u4ee5\u9500\u552e\u4eba\u5458\u4e3a\u5bfc\u5411\u7684\u7ec4\u7ec7\uff0c\u90a3\u4e48\u4f60\u53ef\u4ee5\u4f7f\u7528\u7c7b\u4f3c Segment <\/span>\u7684\u4e1c\u897f\u6765\u63d0\u53d6\u6570\u636e\u3002Alteryx <\/span>\u76ee\u524d\u6b63\u8ba9\u88ab\u4ed6\u4eec\u79f0\u4e3a\u516c\u6c11\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u6570\u636e\u5206\u6790\u5e08\u505a\u66f4\u591a\u7684\u4e8b\u60c5\u3002Alteryx <\/span>\u6b63\u5728\u8bd5\u56fe\u6559\u80b2\u4eba\u4eec\uff0c\u901a\u8fc7\u6240\u8c13\u7684\u7279\u6b8a\u5de5\u7a0b\u4f7f\u4ed6\u4eec\u7684\u5e73\u53f0\u66f4\u5bb9\u6613\u4f7f\u7528\uff0c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7684\u65b9\u5f0f\u521b\u5efa\u5206\u6790\u6a21\u578b\uff0c\u786e\u5b9a\u4ec0\u4e48\u6a21\u578b\u662f\u6700\u9002\u5408\u81ea\u5df1\u6570\u636e\u7684\u3002\u8fd9\u80fd\u591f\u8ba9\u6267\u884c\u5206\u6790\u7684\u8fc7\u7a0b\u53d8\u5f97\u66f4\u5bb9\u6613\uff0c\u5e76\u5e2e\u52a9\u5230\u90a3\u4e9b\u6ca1\u6709\u9ad8\u7ea7\u6570\u636e\u79d1\u5b66\u5bb6\u56e2\u961f\u7684\u516c\u53f8\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n \u00a0<\/span>\n <\/section>\n
\n Wang\uff1a<\/span><\/strong>\u6211\u559c\u6b22 Alteryx \u90a3\u6837\u66ff\u4ee3\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u8ba1\u5212\uff0c\u4f46\u6211\u770b\u4f60\u56fe\u8868\u7684\u65f6\u5019\u6ce8\u610f\u5230\u8fd9\u4e9b\u6570\u636e\u6d41\u7a0b\u3002\u4ece\u6570\u636e\u6e56\u548c\u6570\u636e\u4ed3\u5e93\u4e2d\u63d0\u53d6\u8fd0\u8425\u6570\u636e\uff0c\u6240\u4ee5\u6211\u731c\uff0c \u5e95\u5c42\u662f S<\/span><\/span>3\u00a0\u6216\u8005 Snowflake\u3002\u5728\u4ed6\u4eec\u7684 deck <\/span>\u4e2d\uff0c\u4ed6\u4eec\u81ea\u5df1\u8d2f\u7a7f\u4e86\u6574\u4e2a\u8fd0\u8425\u6570\u636e\u6d41\u7a0b\uff0c\u5305\u62ec\u63d0\u53d6\u6570\u636e\u548c\u53ef\u89c6\u5316\u3002\u73b0\u5728\uff0c\u4ed6\u4eec\u66f4\u805a\u7126 E<\/span><\/span>TL\uff0c\u00a0\u4ed6\u4eec\u7684\u6574\u4e2a\u7b56\u7565\u770b\u6765\u6709\u4e9b\u504f\u79fb\uff1f<\/span><\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0cETL <\/span>\u53ea\u662f Alteryx <\/span>\u7684\u4e00\u90e8\u5206\uff0c\u662f\u6570\u636e\u7684\u51c6\u5907\u90e8\u5206\u3002\u4f60\u8fd8\u9700\u8981\u4ece\u4e0d\u540c\u7684\u5730\u65b9\u63d0\u53d6\u6570\u636e\uff0c\u5e76\u63d0\u70bc\u51fa\u6709\u4ef7\u503c\u7684\u4e1c\u897f\uff0c\u4ee5\u4fbf\u4f60\u8fdb\u884c\u5206\u6790\u3002\u8fd9\u4e5f\u662f Snowflake \u4e0e Alteryx <\/span>\u5408\u4f5c\u7684\u5730\u65b9\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u5728 Alteryx <\/span>\u7684\u5e73\u53f0\u4e0a\u521b\u5efa\u6240\u6709\u6570\u636e\uff0c\u7136\u540e\u5c06\u5176\u4f5c\u4e3a\u6570\u636e\u5e93\u8f93\u9001\u7ed9 Snowflake<\/span>\u3002\u4f46\u662f\uff0c\u5728\u53e6\u4e00\u65b9\u9762\uff0cAlteryx <\/span>\u4e5f\u53ef\u4ee5\u4e0e\u4efb\u610f SQL <\/span>\u6570\u636e\u5e93\u4e00\u8d77\u5de5\u4f5c\uff0c\u5b83\u53ef\u4ee5\u5728 Snowflake<\/span>\u4e0a\u8bbe\u7f6e\u5e76\u8fd0\u884c\u5176\u6a21\u578b\u3002\u56e0\u6b64\uff0c\u81f3\u5c11\u5728 ETL <\/span>\u65b9\u9762\uff0cAlteryx <\/span>\u7684\u786e\u662f Snowflake <\/span>\u7684\u5b9e\u9645\u5408\u4f5c\u4f19\u4f34\u3002<\/span>\n <\/section>\n
\n \u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f\u4ed6\u4eec\u9700\u8981\u6ce8\u610f\u6539\u8fdb\u7684\u5730\u65b9\uff0c\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e0e Snowflake \u7684\u5185\u90e8\u8ba1\u7b97\u76f8\u7ed3\u5408\uff0c\u514d\u53bb\u4ece Snowflake \u4e0b\u8f7d\u6570\u636e\u5230 Alteryx <\/span>\u7684\u6b65\u9aa4\uff0c\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u76f4\u63a5\u5728\u6570\u636e\u5e93\u4e0a\u8fd0\u884c\u7684\u6570\u636e\u526f\u672c\u6b65\u9aa4\u3002Snowflake <\/span>\u5728\u8fd9\u4e2a\u65b9\u5411\u5df2\u7ecf\u6709\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u5408\u4f5c\uff0c\u76ee\u524d\u5df2\u7ecf\u6709\u597d\u51e0\u5bb6\u5206\u6790\u6027\u7684\u521d\u521b\u516c\u53f8\u4e0e\u4ed6\u4eec\u7d27\u5bc6\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 Spark <\/span>\u6216 Python <\/span>\u6765\u5b8c\u6210\u3002\u4f46\u662f\u6211\u4e5f\u5e0c\u671b\u80fd\u591f\u770b\u5230 Alteryx <\/span>\u5f80\u8fd9\u4e2a\u65b9\u5411\u7684\u53d1\u5c55\uff0c\u548c Snowflake <\/span>\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\uff0c\u66f4\u597d\u5730\u4e0e\u8fd9\u4e9b\u5e73\u53f0\u76f8\u7ed3\u5408\uff0c\u800c\u5e76\u4e0d\u53ea\u662f\u628a\u5b83\u590d\u5236\u51fa\u6765\u653e\u5230\u81ea\u5df1\u7684\u5e73\u53f0\u4e0a\uff0c\u7136\u540e\u5728\u4e0a\u9762\u8dd1\u6a21\u578b\u3002\u6211\u8ba4\u4e3a\u8fd9\u79cd\u67b6\u6784\u5728\u672a\u6765\u53ef\u80fd\u4f1a\u88ab\u629b\u5f03\uff0c\u6216\u8005\u8bf4\u968f\u7740\u4e91\u8ba1\u7b97\u7684\u5174\u8d77\u800c\u53d7\u5230\u8d1f\u9762\u5f71\u54cd\u3002\u5c31\u597d\u6bd4\u4f60\u4ece Redshift <\/span>\u6216 Snowflake <\/span>\u4e0b\u8f7d\u6570\u636e\u5230\u4e0a\u9762\u8fdb\u884c\u5206\u6790\uff0c\u53ea\u662f\u591a\u4e86\u4e00\u4e2a\u6570\u636e\u548c\u4e00\u4efd\u6b65\u9aa4\uff0c\u4e91\u8ba1\u7b97\u5e73\u53f0\u6b63\u5728\u6d88\u9664\u8fd9\u4e9b\uff0c\u8fd9\u4e5f\u6b63\u662f\u6570\u636e\u6e56\u7684\u5168\u90e8\u610f\u4e49\uff0c\u7528\u6237\u4e0d\u518d\u9700\u8981\u590d\u5236\u6570\u636e\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u4e8b\u5b9e\u4e0a\uff0c<\/span>Alteryx \u662f\u4e00\u4e2a\u9ad8\u9636\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/span>\u6bcf\u6b21\u6211\u90fd\u4f1a\u63d0\u5230\u4eca\u5929\u7684\u5206\u6790\u5e76\u4e0d\u662f\u5728\u4e91\u7aef\u5b8c\u6210\u7684\uff0c\u5ba2\u6237\u7684\u6570\u636e\u662f\u5728\u81ea\u5df1\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u6211\u4eec\u5bf9\u4e91\u7aef\u8fdb\u884c\u5206\u6790\u7684\u9700\u6c42\u662f\u96f6\uff0c\u8fd9\u6070\u6070\u4e0e\u73b0\u5728\u7684\u5176\u4ed6\u4e8b\u7269\u5b8c\u5168\u76f8\u53cd\uff0c\u8fd9\u662f\u8ba9\u6211\u611f\u5230\u5341\u5206\u5947\u602a\u7684\u5730\u65b9\u3002<\/span>\n <\/section>\n
\n \n \u00a0<\/strong>\n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u4e0d\u662f\u8bf4\u53cd\u5bf9\u9ad8\u9636\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u662f\u5982\u679c\u4f60\u662f\u81ea\u5df1\u7ba1\u7406\u7684\u8bdd\uff0c\u4f60\u5b8c\u5168\u53ef\u4ee5\u628a Alteryx \u90e8\u7f72\u5728\u4e91\u7aef\u4e0a\u3002\u6211\u5bf9 Alteryx <\/span>\u6700\u5927\u7684\u8bdf\u75c5\u662f\u4ed6\u4eec\u5e76\u6ca1\u6709\u56f4\u7ed5\u8fd9\u4e00\u70b9\u5efa\u7acb\u4e91\u670d\u52a1\uff0c\u73b0\u6709\u7531\u4e8e\u75ab\u60c5\u7684\u5f71\u54cd\uff0cAlteryx <\/span>\u5f00\u59cb\u5411\u4e91\u8ba1\u7b97\u8f6c\u79fb\uff0c\u5e76\u53d1\u5e03\u4e86 APA <\/span>\u5e73\u53f0\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f\u4ed6\u4eec\u672a\u6765\u4e00\u5e74\u6240\u8981\u505a\u7684\u3002<\/span>\n <\/section>\n
\n \u6240\u4ee5\uff0c\u5982\u679c\u4f60\u662f Alteryx \u7684\u80a1\u4e1c\uff0c\u90a3\u4e48\u4f60\u771f\u7684\u9700\u8981\u4ed4\u7ec6\u89c2\u5bdf\u516c\u53f8\u672a\u6765\u4e00\u5e74\u7684\u53d8\u5316\u3002\u4f46\u6211\u4e5f\u5e76\u4e0d\u6ee1\u610f\u4ed6\u4eec\u5728\u6b64\u6b21\u75ab\u60c5\u4e2d\u7684\u8868\u73b0\uff0c\u56e0\u4e3a\u4ed6\u4eec\u7684\u589e\u957f\u8d8b\u52bf\u5f00\u59cb\u505c\u6ede\u4e0d\u524d\u3002\u4ed6\u4eec\u7684\u98ce\u9669\u5728\u4e8e\u53ea\u5b9a\u4f4d\u4e8e\u4ee5 Windows \u4e3a\u57fa\u7840\u7684\u8f6f\u4ef6\u3001\u4e91\u6216\u6d4f\u89c8\u5668\u670d\u52a1\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u4ed6\u4eec\u5728\u8fd9<\/span>\u4e2a\u65b9\u5411\u4e0a\u6295\u5165\u4e86\u5f88\u591a\uff0c\u8fd8\u7279\u610f\u628a\u00a0Alteryx \u90e8\u7f72\u5728\u6d4f\u89c8\u5668\u4e2d\u3002<\/span>\u8fd9\u771f\u662f\u4e0a\u4e2a\u4e16\u7eaa\u7684\u601d\u8def\uff0c\u4ed6\u4eec\u81ea\u5df1\u8fd8\u6ca1\u610f\u8bc6\u5230\u3002<\/span>\n <\/section>\n
\n \n \n \u00a0<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u79cd\u8f6c\u53d8\u5e76\u4e0d\u662f\u7a81\u7136\u7684\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5e94\u8be5\u5df2\u7ecf\u8003\u8651\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5728\u75ab\u60c5\u5230\u6765\u4e4b\u524d\uff0c75% <\/span>\u7684\u4e8b\u60c5\u90fd\u505a\u5f97\u5f88\u597d\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5e76\u4e0d\u60f3\u592a\u8fc7\u6d6a\u8d39\u7cbe\u529b\u3002\u76f4\u5230\u51fa\u73b0\u4e86\u75ab\u60c5\uff0c\u6211\u8ba4\u4e3a\u6b63\u662f\u8fd9\u6b21\u75ab\u60c5\u66b4\u9732\u4e86\u5b83\u4eec\u7b56\u7565\u4e0a\u7684\u9519\u8bef\uff0c\u6211\u5e0c\u671b\u4ed6\u4eec\u80fd\u591f\u5728\u672a\u6765\u8ffd\u6c42\u66f4\u591a\u7684\u4e91\u8ba1\u7b97\u3001\u4e91\u539f\u751f\u7684\u6218\u7565\u3002<\/span>\n <\/section>\n
\n \n \n \u00a0<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u5982\u679c\u6211\u4eec\u89c2\u5bdf <\/span>Snowflake<\/span>\uff0c\u6211\u4eec\u4f1a\u53d1\u73b0\u4ed6\u4eec\u7684\u6838\u5fc3\u4e1a\u52a1\u6b63\u5728\u4ee5\u8fc5\u96f7\u4e0d\u53ca\u63a9\u8033\u4e4b\u52bf\u9010\u5e74\u7ffb\u756a\u3002\u4ece\u6218\u7565\u4e0a\u8bb2\uff0c\u6bcf\u5bb6\u8f6f\u4ef6\u516c\u53f8\u90fd\u5728\u5f80\u62d3\u5c55\u529f\u80fd\u7684\u65b9\u5411\u53d1\u5c55\uff0c <\/span>\u54ea\u4e9b\u662f\u4f60\u8ba4\u4e3a\u503c\u5f97\u62d3\u5c55\u7684\u90bb\u8fd1\u9886\u57df\uff1f\u4e3a\u4ec0\u4e48\uff1f<\/span>\n <\/section>\n
\n \n \u00a0<\/strong>\n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u8ba4\u4e3a\u6b63\u5982\u6211\u4eec\u521a\u624d\u7684\u8ba8\u8bba\u3002\u4ed6\u4eec\u5df2\u7ecf\u628a\u6570\u636e\u90e8\u5206\u7ed9\u89e3\u51b3\u4e86\uff0cSnowflake \u7684\u4e24\u4e2a\u914d\u7f6e\u56ca\u62ec\u4e86\u6570\u636e\u7684\u63d0\u53d6\u548c\u5f15\u7528\uff0c\u5df2\u7ecf\u6db5\u76d6\u4e86\u6240\u6709\u5185\u5bb9\uff0c\u6211\u5e76\u4e0d\u8ba4\u4e3a\u4ed6\u4eec\u6709\u5fc5\u8981\u5728\u8fd9\u91cc\u7ee7\u7eed\u6269\u5c55\u4ed6\u4eec\u7684\u6570\u636e\u670d\u52a1\uff0c\u5f53\u7136\u53ef\u80fd\u5728\u672a\u6765\u5b58\u50a8\u7684\u901f\u5ea6\u53ef\u4ee5\u66f4\u5feb\u3002\u6211\u8ba4\u4e3a\u4ed6\u4eec\u53ef\u4ee5\u7ee7\u7eed\u6539\u8fdb\u4ed6\u4eec\u7684\u538b\u7f29\u7b97\u6cd5\uff0c\u6216\u8005\u77e5\u9053\u5982\u4f55\u6539\u8fdb\u5b58\u50a8\u90e8\u5206\uff0c\u800c\u8fd9\u4e9b\u90fd\u53d6\u51b3\u4e8e\u5206\u6790\u3002<\/span>\n <\/section>\n
\n \u73b0\u5728\u4ed6\u4eec\u6709\u7740\u60ca\u4eba\u7684\u589e\u957f\uff0c\u6709\u5f88\u591a\u65b0\u7684\u987e\u5ba2\u6d8c\u5165\uff0c\u65b0\u5ba2\u6237\u4ed8\u8d39\u91d1\u989d\u4e5f\u5728\u4e0d\u65ad\u63d0\u9ad8\u3002\u4ed6\u4eec\u7684\u5929\u82b1\u677f\u662f\u4ed6\u4eec\u7684\u6269\u5f20\u662f\u5426\u53d6\u5f97\u5de8\u5927\u6210\u529f\uff0cZoom\u7684\u4f30\u503c\u662f\u4ed6\u4eec\u7684\u4e24\u500d\uff0c\u90a3\u5c31\u592a\u8d35\u4e86\u3002\u6211\u8ba4\u4e3a\u4ed6\u4eec\u4f1a\u5728\u672a\u6765\u53d6\u5f97\u5f88\u5927\u7684\u6210\u529f\uff0c\u4ed6\u4eec\u7edd\u5bf9\u4f1a\u5f80\u5206\u6790\u9886\u57df\u53d1\u5c55\u6216\u5728\u5206\u6790\u9886\u57df\u6269\u5c55\u66f4\u591a\u7684\u5408\u4f5c\u5173\u7cfb\u3002\u6211\u5341\u5206\u671f\u5f85 Snowflake \u80fd\u591f\u548c Alteryx <\/span>\u8fdb\u884c\u5408\u4f5c\uff0c\u56e0\u4e3a\u5982\u679c Alteryx <\/span>\u6709\u529e\u6cd5\u5728 Snowflake <\/span>\u4e2d\u8fd0\u884c\u5206\u6790\u8ba1\u7b97\uff0c\u90a3\u4e48\u4ed6\u5c31\u53ef\u4ee5\u4ee3\u66ff\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u4f5c\u7528\uff0c\u4f7f\u6570\u636e\u5206\u6790\u5e08\u80fd\u591f\u50cf\u6570\u636e\u79d1\u5b66\u5bb6\u4e00\u6837\uff0c\u5e2e\u52a9\u66f4\u591a\u7528\u6237\u901a\u8fc7 Snowflake <\/span>\u7684\u6570\u636e\u83b7\u5f97\u66f4\u591a\u6d1e\u5bdf\u529b\uff0c<\/span>\n <\/section>\n
\n \u540c\u65f6\uff0c\u671f\u95f4\u4e5f\u4f1a\u6709\u4e00\u4e9b\u63d0\u4f9b\u5206\u6790\u670d\u52a1\u65b9\u9762\u7684\u521b\u4e1a\u516c\u53f8\u6210\u7acb\uff0c\u56e0\u6b64 Snowflake \u7684\u9996\u8981\u4efb\u52a1\u53ef\u4ee5\u662f\u548c\u8fd9\u4e9b\u516c\u53f8\u5c55\u5f00\u5408\u4f5c\u5173\u7cfb\uff0cSnowflake <\/span>\u76ee\u524d\u4e5f\u7684\u786e\u6709\u53ef\u80fd\u5df2\u7ecf\u8fd9\u6837\u505a\u4e86\u3002\u6211\u4e4b\u524d\u63d0\u5230\u7684 Databricks <\/span>\u662f\u4e00\u5bb6\u57fa\u4e8e\u00a0Spark \u5373\u670d\u52a1\u7684\u516c\u53f8\uff0c\u4e5f\u662f Hadoop <\/span>\u5373\u670d\u52a1\uff0c\u4ed6\u4eec\u5df2\u7ecf\u4ece Spark <\/span>\u4e2d\u5220\u9664\u4e86\u7a0b\u5e8f\uff0c\u4ed6\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65e0\u4ee3\u7801\u7684\u73af\u5883\uff0c\u7528\u6237\u53ef\u4ee5\u5c06 Spark Pipelines \u6574\u5408\u5728\u4e00\u8d77\u8fdb\u884c\u6570\u636e\u64cd\u4f5c\u3002\u8fd9\u4e9b\u6570\u636e\u7684\u4e00\u90e8\u5206\u53ef\u4ee5\u901a\u8fc7\u4f4e\u4ee3\u7801\u7684\u65b9\u5f0f\u8fdb\u884c\u5206\u6790\u3002\u6211\u8ba4\u4e3a Snowflake <\/span>\u548c Databricks \u90fd\u4f1a\u671d\u8fd9\u4e2a\u65b9\u5411\u53d1\u5c55\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u662f\u7684\uff0c\u6211\u60f3\u9274\u4e8e <\/span>Snowflake <\/span>\u76ee\u524d\u62e5\u6709 <\/span>700 <\/span>\u4ebf\u7f8e\u91d1\u7684\u5e02\u503c\uff0c\u4ed6\u4eec\u7684\u80a1\u7968\u4e5f\u662f\u4ed6\u4eec\u4e00\u4e2a\u5f3a\u5927\u7684\u6b66\u5668\u3002\u65e0\u8bba\u662f <\/span>Databricks <\/span>\u8fd8\u662f <\/span>Alteryx<\/span>\uff0c\u4ed6\u90fd\u53ef\u4ee5\u4e0e\u8fd9\u4e9b\u5df2\u7ecf\u505a\u5f97\u5f88\u597d<\/span>\u7684\u6570\u636e\u516c\u53f8\u5728\u5206\u6790\u9886\u57df\u5c55\u5f00\u7ade\u4e89\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u5341\u5206\u540c\u610f\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e24\u5bb6\u516c\u53f8\u5728\u4e0d\u540c\u65b9\u9762\u90fd\u6709\u5404\u81ea\u7684\u4f18\u52bf\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u662f\u4ed6\u4eec\u7684\u53d1\u5c55\u65b9\u5411\uff0c\u4ed6\u4eec\u80fd\u591f\u8ba9\u5206\u6790\u53d8\u5f97\u66f4\u5bb9\u6613\uff0c\u8ba9\u666e\u901a\u7684\u5546\u6237\u66f4\u6709\u64cd\u4f5c\u610f\u8bc6\uff0c\u77e5\u9053\u81ea\u5df1\u9700\u8981\u5bfb\u6c42\u4ec0\u4e48\uff0c\u77e5\u9053\u4ee5\u54ea\u79cd\u65b9\u5f0f\u67e5\u770b\u81ea\u5df1\u7684\u6570\u636e\uff0c\u8ba9\u8fd9\u4e9b\u7528\u6237\u80fd\u591f\u5229\u7528\u5206\u6790\u53bb\u505a\u66f4\u591a\u7684\u4e8b\u60c5\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u8fd9\u4e9b\u4f01\u4e1a\u6700\u91cd\u8981\u7684\u4ef7\u503c\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u8fd9\u540c\u65f6\u4e5f\u80fd\u5e2e\u52a9\u4ed6\u4eec\u8fdb\u4e00\u6b65\u6269\u5927\u5229\u6da6\uff0c<\/span>\u00a0\u63a8\u52a8\u4ed6\u4eec\u8fdb\u4e00\u6b65\u63d0\u5347\u5229\u6da6\u7387\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u4e00\u5b9a\u4f1a\u8fd9\u6837\u3002\u901a\u8fc7\u8ba1\u7b97\uff0c\u8fd9\u4e9b\u4f01\u4e1a\u7684\u5ba2\u6237\u7684\u786e\u662f\u53ef\u62d3\u5c55\u7684\uff0c\u5e76\u4e14\u968f\u7740\u5ba2\u6237\u7684\u9700\u6c42\u8d8a\u6765\u8d8a\u591a\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u8fd8\u53ef\u4ee5\u63d0\u4f9b\u989d\u5916\u670d\u52a1\uff0c\u5e76\u4e14\u8fdb\u884c\u6536\u8d39\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u8c08\u5230\u8f6f\u4ef6\u6295\u8d44\u65f6\uff0c\u6211\u4eec\u4e0d\u53ef\u80fd\u4e0d\u8c08\u4f30\u503c\u3002\u5728\u5f53\u524d\u73af\u5883\u4e0b\uff0c\u8fd9\u4e9b\u8f6f\u4ef6\u516c\u53f8\u7684\u4f30\u503c\u57fa\u672c\u5904\u4e8e\u5386\u53f2\u9ad8\u4f4d\uff0c\u4f60\u6240\u9009\u62e9\u7684\u4f30\u503c\u500d\u6570\u4e0e\u5176\u9500\u552e\u989d\u6709\u5173\uff0c\u66f4\u50cf\u662f\u672a\u6765 <\/span>12 <\/span>\u4e2a\u6708\u6536\u5165\u7684 <\/span>16 <\/span>\u500d\uff0c\u663e\u7136\u8fd9\u4e9b\u90fd\u662f\u9700\u8981\u6295\u8d44\u8005\u8003\u8651\u7684\u3002<\/span>\u4f60\u4e4b\u524d\u5728<\/span> Twitter \u4e0a\u5f00\u73a9\u7b11\u8bf4\uff0c<\/span>Snowflake <\/span>\u5e76\u6ca1\u6709\u5728 <\/span>IPO <\/span>\u90a3\u5929\u8fbe\u5230\u4f60\u7684\u5fc3\u91cc\u9884\u671f\uff0c\u867d\u7136\u90a3\u5929\u5f88\u591a\u4eba\u90fd\u8ba4\u4e3a\u8fd9\u4ef7\u683c\u5df2\u7ecf\u8db3\u591f\u4e86\u3002\u90a3\u4e48\u4f60\u662f\u600e\u4e48\u60f3\u7684\uff1f\u4f60\u662f\u5982\u4f55\u8ba4\u4e3a <\/span>Snowflake <\/span>\u5e94\u8be5\u6bd4\u8fd9\u4e2a\u4ef7\u683c\u66f4\u9ad8\uff0c\u4f60\u8ba4\u4e3a\u5728<\/span>\u4ec0\u4e48\u6837\u7684\u60c5\u51b5\u4e0b\uff0c\u4e3a\u8fd9\u79cd\u4f18\u8d28\u7684\u516c\u53f8\u4ed8\u51fa\u6ea2\u4ef7\u662f\u5408\u7406\u7684\uff1f<\/span>\n <\/section>\n
\n \n \u00a0<\/strong>\n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span><\/span>\n <\/strong>\n \n \u6211\u60f3\u8fd9\u5e76\u4e0d\u662f\u6211\u64c5\u957f\u7684\u9886\u57df\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u4f30\u503c\u901a\u5e38\u662f\u6211\u6700\u540e\u624d\u8003\u8651\u7684\u3002\u56e0\u4e3a\u6211\u662f\u4e00\u4e2a\u6280\u672f\u4e13\u5bb6\uff0c\u6211\u5728\u89c2\u5bdf\u5e73\u53f0\u65f6<\/span>\u66f4\u591a\u7684\u662f\u5173\u6ce8\u4ed6\u4eec\u5728\u54ea\u91cc\u53ef\u4ee5\u66f4\u597d\u5730\u4f7f\u7528\u4ed6\u4eec\u81ea\u5df1\u7684\u6760\u6746\u6548\u5e94\u3002\u6211\u8ba4\u4e3a\u76f8\u8f83\u4e8e\u66f4\u504f\u91cd\u4f30\u503c\u7684\u4f20\u7edf\u6295\u8d44\u8005\uff0c\u6211\u7684\u786e\u6709\u66f4\u591a\u7684\u6d1e\u5bdf\u529b\u3002<\/span>\n \n \u56e0\u4e3a\u4ed6\u4eec\u901a\u5e38\u5e76\u6ca1\u6709\u8003\u8651\u5ba2\u6237\u7684\u589e\u957f\u901f\u5ea6\u3001\u6bcf\u5e74\u7684\u4ed8\u8d39\u7528\u6237\u6709\u591a\u5c11\u3001\u5e73\u53f0\u7684\u7c98\u6027\u5982\u4f55\u3001\u5ba2\u6237\u4e3a\u4ec0\u4e48\u4f1a\u79bb\u5f00\u3001\u662f\u5426\u6709\u5927\u591a\u6570\u5ba2\u6237\u771f\u7684\u901a\u8fc7\u4f7f\u7528\u8be5\u5e73\u53f0\u8282\u7ea6\u4e86\u6210\u672c\u3002\u4ed6\u4eec\u7684\u4f30\u503c\u65b9\u6cd5\u901a\u5e38\u5e76\u4e0d\u4f1a\u5305\u542b\u8fd9\u4e9b\u3002<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u60a8\u63d0\u5230\u7684\u8fd9\u4e9b\u6570\u636e\u5728\u9500\u552e\u7aef\u901a\u5e38\u4f1a\u5f88\u5173\u5fc3\u3002\u4ed6\u4eec\u4f1a\u89c2\u5bdf\u51c0\u5229\u6da6\u7684\u589e\u957f\u901f\u5ea6\uff0c\u5ba2\u6237\u7684\u589e\u957f\u60c5\u51b5\uff0c\u8fd9\u901a\u5e38\u662f\u4ed6\u4eec\u7684\u8bc4\u5224\u6807\u51c6\u3002<\/span>\n <\/section>\n
\n \n \n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u6211\u4e5f\u4f1a\u8003\u91cf\u90a3\u4e9b\u73b0\u6709\u7684\u8bc4\u4f30\u6807\u51c6\uff0c\u4f8b\u5982\u76c8\u5229\u3001\u4ef7\u683c\u548c\u9500\u552e\u7b49\u3002\u4f46\u6211\u4e5f\u540c\u6837\u559c\u6b22\u89c2\u5bdf\u5e73\u53f0\u672c\u8eab\uff0c\u89c2\u5bdf\u5b83\u662f\u5728\u54ea\u91cc\u53d1\u751f\u9006\u8f6c\u7684\u3002\u5c31\u50cf Cloudera \u90a3\u6837\u7684\u516c\u53f8\uff0c\u80fd\u591f\u5229\u7528\u73b0\u6709\u5e73\u53f0\u4ee5\u65b0\u7684\u65b9\u5f0f\u8fdb\u4e00\u6b65\u6269\u5927 TAM\u3002\u6211\u8ba4\u4e3a\u6211\u7684\u4f18\u52bf\u5c31\u662f\u5728\u4e8e\u6d89\u53ca\u6bd4\u8f83\u5e7f\u6cdb\uff0c\u8fd9\u4e9b\u4e5f\u90fd\u662f\u4f20\u7edf\u4f30\u503c\u6307\u6807\u65e0\u6cd5\u8986\u76d6\u5230\u7684\u3002Snowflake <\/span>\u65e0\u7591\u662f\u4e00\u5bb6\u5f88\u6210\u529f\u7684\u516c\u53f8\uff0c\u6bcf\u4e2a\u4eba\u90fd\u60f3\u62e5\u6709\u4ed6\uff0c \u4f46\u4ed6\u7684\u4ef7\u683c\u9ad8\u4e8e\u6211\u60f3\u8981\u7684\u4ef7\u683c\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang:\u00a0<\/span>\n <\/strong>\n \u6240\u4ee5\u5373\u4f7f\u662f\u4e00\u4e2a\u6280\u672f\u4e13\u5bb6\uff0c\u5982\u679c\u4f30\u503c\u4e0d\u5408\u7406\u4f60\u4e5f\u4e0d\u4f1a\u53c2\u4e0e\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u8fd9\u786e\u5b9e\u6709\u5f88\u5927\u7684\u98ce\u9669\u3002\u4e91\u670d\u52a1\u5546\u7c7b\u4f3c\u5b83\u7684\u670b\u53cb\uff0c\u4ed6\u4eec\u53ef\u80fd\u6b63\u5728\u62d3\u5c55\u4ed6\u4eec\u7684\u4ea7\u54c1\uff0c\u4e5f\u53ef\u80fd\u6b63\u5728\u5411 Snowflake \u9760\u62e2\uff0c\u5e76\u4e14\u548c \u00a0Snowflake <\/span>\u4e00\u7ad9\u5f0f\u670d\u52a1\u7684\u6613\u7528\u6027\u548c\u4ef7\u683c\u90fd\u5f88\u63a5\u8fd1\u3002\u8fd9\u662f\u4eba\u4eec\u7ade\u4e89\u7684\u65b9\u5f0f\u3002\u6211\u8ba4\u4e3a\u53ea\u6709\u771f\u6b63\u7684\u73a9\u5bb6\u624d\u53ef\u4ee5\u83b7\u5f97\u591a\u91cd\u4e91\u6218\u7565\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u4f8b\u5982\u5bf9\u4f60\u6240\u4f7f\u7528\u7684\u4e91\u670d\u52a1\u5546\u4fdd\u6301\u4e2d\u7acb\u3002\u7684\u786e\u4e5f\u51fa\u73b0\u4e86\u51e0\u5bb6\u516c\u53f8\uff0c\u4f46\u4ed6\u4eec\u5e76\u6ca1\u6709\u6380\u8d77\u591a\u5927\u6ce2\u6f9c\uff0c\u5728\u8fd9\u91cc\u5e76\u6ca1\u6709\u5bf9\u8fd9\u4e9b\u516c\u53f8\u6709\u4efb\u4f55\u4e0d\u656c\u7684\u610f\u601d\uff0c\u56e0\u4e3a\u8fd9\u7684\u786e\u662f\u4e00\u5bb6\u5f88\u56f0\u96be\u7684\u4e8b\u60c5\uff0c\u56e0\u6b64\u6211\u4e0d\u5f97\u4e0d\u627f\u8ba4\uff0cSnowflake \u662f\u4e00\u5bb6\u4ee4\u4eba\u5341\u5206\u6fc0\u52a8\u7684\u516c\u53f8\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u7684\u786e\uff0c\u6211\u4eec\u6709\u7740\u6700\u4ee4\u4eba\u6fc0\u52a8\u5730\u516c\u53f8\u3002\u6211\u60f3\u4eba\u4eec\u4e00\u76f4\u671f\u5f85\u7740\u5b83\u7684\u51fa\u73b0\uff0c\u4eba\u4eec\u4e00\u76f4\u6ce8\u89c6\u7740\u5e02\u573a\uff0c\u770b\u5230\u4e86\u673a\u4f1a\u76f4\u5230\u00a0<\/span>Snowflake\u00a0\u7684\u51fa\u73b0\u3002<\/span><\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u5728\u6570\u636e\u5206\u6790\u9886\u57df\uff0cJfrog<\/span>\u4e5f\u5f88\u6709\u5438\u5f15\u529b\u3002Asana \u4ece\u8868\u9762\u4e0a\u6765\u770b\u4e5f\u4e0d\u9519\uff0c\u4f46\u6211\u8fd8\u9700\u8981\u6df1\u5165\u7814\u7a76\u4e0b\u3002\u73b0\u5728\u80af\u5b9a\u6709\u90e8\u5206\u516c\u53f8\u53d7\u75ab\u60c5\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u83b7\u5f97\u4e86 50%~70% <\/span>\u7684\u589e\u957f\u3002\u8fd9\u4e9b\u516c\u53f8\u5df2\u7ecf\u65e0\u6cd5\u7528\u4e00\u5e74\u524d\u4f7f\u7528\u7684\u8bc4\u4f30\u65b9\u6cd5\u4e86\uff0c\u5728\u5f53\u524d\u7684\u5e02\u573a\u73af\u5883\u4e0b\uff0c\u90a3\u4e9b\u6211\u8ba4\u4e3a\u80fd\u529b\u8f83\u5dee\u6216\u589e\u957f\u6c34\u5e73\u4e0d\u5982\u5176\u7ade\u4e89\u5bf9\u624b\u7684\u516c\u53f8\u5374\u5f97\u5230\u4e86\u76f8\u540c\u7684\u4f30\u503c\uff0c\u60a8\u80fd\u60f3\u8c61\u90a3\u4e9b\u589e\u957f\u7387\u4e3a 25% <\/span>\u7684\u516c\u53f8\u548c\u589e\u957f\u7387\u4e3a 60% <\/span>\u7684\u516c\u53f8\u6709\u7740\u76f8\u540c\u7684\u4f30\u503c\u5417\uff1f\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5065\u5eb7\u7684\u5e02\u573a\uff01<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u6240\u4ee5\u4f60\u5f00\u901a\u4e86 <\/span>hhhygrowth<\/span>\u7684\u64ad\u5ba2\uff1f\u4e0d\u77e5\u9053\u4f60\u7684\u8ba1\u5212\u662f\u4ec0\u4e48\uff1f\u8fd9\u4e2a\u64ad\u5ba2\u53ea\u662f\u5a31\u4e50\u6027\u8d28\uff0c\u53ea\u662f\u4e3a\u4e86\u5206\u4eab\u4f60\u7684\u60f3\u6cd5\u5417\uff1f\u8fd9\u91cc\u6211\u4e5f\u518d\u6b21\u611f\u8c22\u4f60\u5728\u8fd9\u4e2a\u9886\u57df\u4e3a\u6295\u8d44\u8005\u63d0\u4f9b\u4e86\u5f88\u591a\u72ec\u5230\u7684\u89c1\u89e3\u3002\u4f60\u672a\u6765\u7684\u957f\u671f\u8ba1\u5212\u662f\u4ec0\u4e48\uff1f<\/span> \u64ad\u5ba2\u53ea\u662f\u4f60\u7684\u4e00\u4e2a\u526f\u4e1a\u5417\uff1f\u8fd8\u662f\u4f60\u6709\u53ef\u80fd\u4f1a\u4ee5\u67d0\u79cd\u5f62\u5f0f\u5f00\u901a\u8ba2\u9605\uff1f<\/span><\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u6211\u76ee\u524d\u5bf9\u6b64\u8fd8\u6ca1\u6709\u4efb\u4f55\u8ba1\u5212\u3002\u5bf9\u6211\u6765\u8bf4\u5f00\u901a\u64ad\u5ba2\u662f\u4e00\u4e2a\u53cc\u8d62\u7684\u9009\u62e9\u3002\u6211\u559c\u6b22\u7814\u7a76\u516c\u53f8\uff0c\u6211\u7684\u5185\u5fc3\u662f\u4e00\u540d\u5de5\u7a0b\u5e08\uff0c\u662f\u4e00\u540d\u8bb0\u5f55\u5458\uff0c\u6211\u559c\u6b22\u6df1\u5165\u7814\u7a76\u4e8b\u7269\u3002\u6211\u8ba4\u4e3a\u5bf9\u516c\u53f8\u8fdb\u884c\u6df1\u5165\u7814\u7a76\uff0c\u80fd\u591f\u63d0\u9ad8\u6211\u7684\u6d1e\u5bdf\u529b\u3002\u6211\u4e5f\u613f\u610f\u5206\u4eab\u6211\u7684\u89c2\u70b9\uff0c\u5e2e\u52a9\u90a3\u4e9b\u5bf9\u6280\u672f\u6ca1\u6709\u6df1\u5165\u7814\u7a76\u7684\u666e\u901a\u6295\u8d44\u8005\u66f4\u597d\u5730\u7406\u89e3\u8fd9\u4e9b\u5e73\u53f0\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u5e73\u53f0\u7684\u7279\u6b8a\u4e4b\u5904\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u8fd9\u771f\u7684\u5f88\u68d2\uff0c\u6211\u5f88\u6b23\u8d4f\u8fd9\u4e00\u70b9\u3002\u6211\u76f8\u4fe1\u4e0d\u7ba1\u662f\u6563\u6237\u8fd8\u662f\u975e\u4e13<\/span>\u4e1a\u4eba\u58eb\u90fd\u80fd\u591f\u4ece\u4e2d\u83b7\u5f97\u5f88\u591a\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\u89c2\u4f17\u5982\u679c\u60f3\u8981\u9605\u8bfb\u60a8\u7684\u6587\u7ae0\uff0c\u53ea\u9700\u767b\u5f55<\/span> hhhypergrowth.com\u3002\u597d\u7684\uff0c\u5f88\u9ad8\u5174\u4e0e\u60a8\u8fdb\u884c\u4e86\u8fd9\u6b21<\/span>\u6109\u5feb\u7684\u8c08\u8bdd\u3002\u6211\u5f88\u559c\u6b22\u6df1\u5165\u4e86\u89e3\u5404\u79cd\u6570\u636e\u4e3b\u4f53\uff0c\u6211\u8ba4\u4e3a\u672a\u6765\u7684\u8f6f\u4ef6\u884c\u4e1a\u4f1a\u6709\u5927\u91cf\u7684\u673a\u4f1a\u6d8c\u73b0\uff0c\u4ec5\u4ec5\u662f<\/span> SaaS \u5e02\u573a\uff0c\u5176\u4f30\u503c\u5c31\u6709\u671b\u589e\u957f\u5230 <\/span>8000 <\/span>\u4ebf\u7f8e\u5143\u3002\u5e0c\u671b\u6211\u4eec\u672a\u6765\u5f88\u5feb\u5c31\u6709\u673a\u4f1a\u80fd\u591f\u518d\u6b21\u4ea4\u8c08\uff0c\u4e5f\u5e0c\u671b\u5e02\u573a\u80fd\u591f\u5728\u7ed9\u6211\u5e26\u6765\u66f4\u591a\u673a\u4f1a\u7684\u540c\u65f6\uff0c\u80fd\u591f\u6709\u66f4\u5408\u7406\u7684\u4f30\u503c\u3002<\/span><\/span>\n <\/section>\n
\n \n \n <\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u662f\u7684\uff0c\u80af\u5b9a\u4f1a\u7684\uff0c\u8fd9\u4e5f\u662f\u6211\u80fd\u786e\u5b9a\u7684\u4e8b\u60c5\uff0c\u53ea\u662f\u53ef\u80fd\u53d1\u5c55\u5e76\u4e0d\u7a33\u5b9a\uff0c\u53ef\u80fd\u4f1a\u6709\u5176\u4ed6\u6709\u8da3\u7684\u4e8b\u60c5\u51fa\u73b0\u3002\u5982\u679c Snowflake <\/span>\u6ca1\u6709\u73b0\u5728\u8fd9\u4e48\u9ad8\u7684\u4ef7\u683c\uff0c\u6211\u53ef\u80fd\u4f1a\u8d2d\u4e70\u4ed6\u3002\u5728\u6211\u7684\u6295\u8d44\u7ec4\u5408\u4e2d\u4e00\u5b9a\u8fd8\u4f1a\u6709\u5176\u4ed6\u4e1c\u897f\uff0c\u6211\u4e5f\u4f1a\u7ee7\u7eed\u50cf\u73b0\u5728\u8fd9\u6837\u5199\u6587\u7ae0\u3002<\/span>\n <\/section>\n
\n \n \n \u00a0<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n \n Wang\uff1a<\/span><\/span>\n <\/strong>\n \u592a\u68d2\u4e86\uff01\u671f\u5f85\u60a8\u4ee5\u540e\u7684\u6587\u7ae0\uff0c\u6211\u4eec\u6709\u673a\u4f1a\u4e0b\u6b21\u518d\u804a\u3002<\/span>\n <\/section>\n
\n \u00a0<\/span>\n <\/section>\n
\n \n Muji\uff1a<\/span>\n <\/strong>\n \u611f\u8c22\uff01\u6211\u4e5f\u5f88\u559c\u6b22\u4f60\u4eec ARK <\/span>\u73b0\u5728\u6240\u505a\u7684\u4e8b\u60c5\uff0c\u6211\u8ba4\u4e3a\u4f60\u4eec\u662f\u672a\u6765\u7684\u6025\u5148\u950b\uff0c\u4f60\u4eec\u8c08\u8bba\u7684\u4e1c\u897f\u603b\u662f\u5341\u5206\u6709\u8da3\uff0c\u5e0c\u671b\u80fd\u591f\u5728\u672a\u6765\u6709\u673a\u4f1a\u53c2\u4e0e\u3002<\/span>\n <\/section>\n
\n \n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
\n \u6211\u4eec\u662f\u4ee5\u7b2c\u4e00\u6027\u539f\u7406\u7814\u7a76\u4e3a\u57fa\u7840\u7684\u4e13\u4e1a\u673a\u6784,\u6b22\u8fce\u5173\u6ce8\u548c\u7559\u8a00\u3002<\/span>\n <\/section>\n
\n \u5fae\u4fe1\u53f7: Alexqjl<\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"

Wang\uff1a \u5927\u5bb6\u597d\uff0c\u6b22\u8fce\u6765\u5230 FYI ARK \u6bcf\u5468\u64ad\u5ba2\u8282\u76ee\uff0c\u6211\u4eec\u8282\u76ee\u662f\u4e00\u6863\u4e13\u95e8\u4ecb\u7ecd\u521b\u65b0\u548c\u6295\u8d44\u7684\u8282\u76ee\uff0c\u672c\u5468\u7684\u5609\u5bbe […]<\/p>\n","protected":false},"author":1,"featured_media":1940,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[55,56],"_links":{"self":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/236"}],"collection":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=236"}],"version-history":[{"count":1,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/236\/revisions"}],"predecessor-version":[{"id":403,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/236\/revisions\/403"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/media\/1940"}],"wp:attachment":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=236"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}