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\/>\u00a0\u667a\u80fd\u6570\u636e\u5efa\u6a21DataWorks\u667a\u80fd\u6570\u636e\u5efa\u6a21\u6c89\u6dc0\u963f\u91cc\u5df4\u5df4\u6570\u636e\u4e2d\u53f0\u5efa\u6a21\u65b9\u6cd5\u8bba\uff0c\u4ee5\u7ef4\u5ea6\u5efa\u6a21\u4e3a\u57fa\u7840\uff0c\u4ece\u6570\u4ed3\u89c4\u5212\u3001\u6570\u636e\u6807\u51c6\u3001\u7ef4\u5ea6\u5efa\u6a21\u3001\u6570\u636e\u6307\u6807\u56db\u4e2a\u65b9\u9762\uff0c\u4ee5\u4e1a\u52a1\u89c6\u89d2\u5bf9\u4e1a\u52a1\u7684\u6570\u636e\u8fdb\u884c\u8be0\u91ca\uff0c\u8ba9\u6570\u636e\u4ed3\u5e93\u7684\u5efa\u8bbe\u5411\u89c4\u8303\u5316\uff0c\u53ef\u6301\u7eed\u53d1\u5c55\u65b9\u5411\u6f14\u8fdb\u3002\u9488\u5bf9 Datalake \u7684\u667a\u80fd\u6570\u636e\u5efa\u6a21\u80fd\u529b\u5c06\u57282022\u5e748\u6708\u4efd\u6b63\u5f0f\u53d1\u5e03\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449476\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449477\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u9ad8\u6548\u6570\u636e\u5f00\u53d1DataWorks\u6570\u636e\u5f00\u53d1\uff08DataStudio\uff09\u4e0e\u8fd0\u7ef4\u4e2d\u5fc3\u9762\u5411EMR-Datalake\u3001EMR-CK\u3001CDH\u7b49\u5f15\u64ce\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u5f00\u53d1\u7684\u4e3b\u754c\u9762\uff0c\u8d4b\u4e88\u7528\u6237\u667a\u80fd\u4ee3\u7801\u5f00\u53d1\u3001\u591a\u5f15\u64ce\u6df7\u7f16\u5de5\u4f5c\u6d41\u3001\u89c4\u8303\u5316\u4efb\u52a1\u53d1\u5e03\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u6784\u5efa\u6570\u636e\u6e56\u3001\u79bb\u7ebf\u6570\u4ed3\u3001\u5b9e\u65f6\u6570\u4ed3\u4e0e\u5373\u5e2d\u5206\u6790\u7cfb\u7edf\uff0c\u4fdd\u8bc1\u6570\u636e\u751f\u4ea7\u7684\u9ad8\u6548\u4e0e\u7a33\u5b9a\u3002\u00a0\u6570\u636e\u5f00\u53d1-\u6838\u5fc3\u5f00\u53d1\u8c03\u5ea6\u80fd\u529b\u652f\u6301EMR Hive\u3001EMR MR\u3001EMR Spark SQL\u3001EMR Spark\u3001EMR shell\u3001EMR Presto\u3001EMR Impala\u3001EMR Spark Streaming\u5171\u516b\u79cd\u8282\u70b9\u3002\u8fdc\u8d85\u5f00\u6e90\u7684\u8d85\u5927\u89c4\u6a21\u8c03\u5ea6\u7a33\u5b9a\u80fd\u529b\uff08\u53cc11\u5355\u65e5\u5343\u4e07\u7ea7\u4efb\u52a1\u5b9e\u4f8b\uff09\u5206\u949f\/\u5c0f\u65f6\/\u5929\/\u5468\/\u6708\u591a\u79cd\u8c03\u5ea6\u5468\u671f\u4e1a\u52a1\u6d41\u7a0b\u5168\u5c40\u53c2\u6570\/\u8282\u70b9\u4e0a\u4e0b\u6587\u4f20\u53c2<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449478\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u6570\u636e\u5f00\u53d1-\u591a\u79cd\u53ef\u89c6\u5316\u6570\u636e\u5bf9\u8c61\u7ba1\u7406\u53ca\u63a7\u5236\u8282\u70b9\u53ef\u89c6\u5316\u8d44\u6e90\u6587\u4ef6\u4e0a\u4f20\uff08HDFS\/OSS\uff09\u53ef\u89c6\u5316\u7ba1\u7406UDF\uff08Java\uff09\u53ef\u89c6\u5316\u5efa\u8868\uff08\u652f\u6301HDFS\/OSS\uff09\u5f52\u5e76\u3001\u8d4b\u503c\u3001\u987a\u5e8f\u3001\u5faa\u73af\u3001\u5206\u652f\u7b49\u63a7\u5236\u8282\u70b9\u3002\u591a\u79cd\u8c03\u5ea6\u5468\u671f\u6df7\u5408\u7f16\u6392\u53ef\u89c6\u5316\u4e1a\u52a1\u6d41\u7a0b\u7f16\u6392<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449479\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u6570\u636e\u5f00\u53d1-\u667a\u80fdSQL\u7f16\u8f91\u5668\u8bed\u6cd5\u9ad8\u4eae\u5173\u952e\u8bcd\u81ea\u52a8\u8865\u5168\u8868\/\u5b57\u6bb5\u4fe1\u606f\u63d0\u793a\u51fd\u6570\u4fe1\u606f\u63d0\u793a<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449480\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4efb\u52a1\u8fd0\u7ef4-\u667a\u80fd\u57fa\u7ebf\u667a\u80fd\u57fa\u7ebf\u662fDataWorks\u72ec\u521b\u7684\u76d1\u63a7\u6280\u672f\uff0c\u5177\u5907\u56fd\u5bb6\u4e13\u5229\uff0c\u7528\u6237\u65e0\u9700\u914d\u7f6e\u6bcf\u4e2a\u4efb\u52a1\u7684\u544a\u8b66\u65f6\u95f4\uff0c\u4ec5\u9700\u914d\u7f6e\u6700\u7ec8\u4ea7\u51fa\u8282\u70b9\u7684\u544a\u8b66\u65f6\u95f4\uff0c\u667a\u80fd\u57fa\u7ebf\u4f1a\u57fa\u4e8e\u5386\u53f2\u7684\u4efb\u52a1\u8fd0\u884c\u60c5\u51b5\uff0c\u5728\u6838\u5fc3\u4efb\u52a1\u53ef\u80fd\u65e0\u6cd5\u51c6\u65f6\u4ea7\u51fa\u65f6\uff0c\u505a\u63d0\u524d\u544a\u8b66\uff0c\u4fdd\u969c\u6838\u5fc3\u4efb\u52a1\u7684\u751f\u4ea7\u7a33\u5b9a\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449482\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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href=\"https:\/\/link.segmentfault.com\/?enc=FYXNDtLi7bxBemUKhlWbKw%3D%3D.Vmhf%2FpcuUyDABV3eFwWBmVvOmfiC5kE%2B3HE%2BjGSUvUukB5doruN9aHR8B4ElS8S7olFBNgvC2ggNZymEhzSqzw%3D%3D\" rel=\"nofollow\">https:\/\/help.aliyun.com\/docum&#8230;<\/a>\u00a0\u8fc1\u79fb\u52a9\u624b\u8c03\u5ea6\u4efb\u52a1\u8fc1\u79fb\u4e3a\u4e86\u5e2e\u52a9\u5ba2\u6237\u5feb\u901f\u5c06\u539f\u6709\u7684\u8c03\u5ea6\u4efb\u52a1\u8fc1\u79fb\u5230DataWorks\u4e0a\u4f7f\u7528\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u8fc1\u79fb\u52a9\u624b\uff0c\u652f\u6301\u4ee5\u4e0b\u4efb\u52a1\u8fc1\u79fb\u80fd\u529b\uff1a\u652f\u6301Airflow\uff0cOozie\uff0cAzkaban\u5de5\u4f5c\u6d41\u8fc1\u79fb\u652f\u6301EMR\u6570\u636e\u5f00\u53d1\u4e00\u952e\u8fc1\u79fb\u81f3DataWorks\u5de5\u4f5c\u7a7a\u95f4\u4e4b\u95f4\u5404\u79cd\u6570\u636e\u5bf9\u8c61\u8fc1\u79fb<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449488\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u00a0\u00a0\u00a0\u6b22\u8fce\u9489\u9489\u626b\u7801\u52a0\u5165EMR\u4ea7\u54c1\u4ea4\u6d41\u7fa4<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042449489\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=p0gbnqhvHBQFBNrByUT2gw%3D%3D.N1ubWHj8pgomYUACMFjc6H1IOyPMe8oHDiwutQLGcMxUx3pbhTck7ER4CJJ0TBxR\" rel=\"nofollow\">https:\/\/click.aliyun.com\/m\/10&#8230;<\/a>\u672c\u6587\u4e3a\u963f\u91cc\u4e91\u539f\u521b\u5185\u5bb9\uff0c\u672a\u7ecf\u5141\u8bb8\u4e0d\u5f97\u8f6c\u8f7d\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042449471\">https:\/\/segmentfault.com\/a\/1190000042449471<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u963f\u91cc\u4e91\u91cd\u78c5\u53d1\u5e03\u5168\u94fe\u8def\u6570\u636e\u6e56\u89e3\u51b3\u65b9\u6848\uff0c\u4e3b\u8981\u5305\u542b\u5f00\u6e90\u5927\u6570\u636e\u5e73\u53f0E-MapReduce(EMR) + \u4e00\u7ad9\u5f0f 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