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Shopify\u4ed3\u5e93\u62a5\u8868\u91cd\u590d\u6253\u5f00\u5f88\u5feb\uff0c\u6362\u5e02\u573a\u6216\u65b0\u6570\u636e\u7a97\u53e3\u5374\u6162\uff0c\u4e0d\u80fd\u636e\u6b64\u8ba4\u5b9a\u6240\u6709\u67e5\u8be2\u5df2\u4f18\u5316\u3002\u53ef\u4ee5\u5047\u8bbe\u540c\u4e00\u9500\u552e\u62a5\u8868\u51fa\u73b0\u8fd9\u79cd\u5dee\u5f02\uff1a\u5148\u5206\u522b\u5b9a\u4f4dBI\u9875\u9762\u7b49\u5f85\u3001\u6570\u636e\u5e93\u5b9e\u9645\u67e5\u8be2\u548c\u4e0a\u6e38\u6570\u636e\u5237\u65b0\uff0c\u518d\u6bd4\u8f83\u9996\u6b21\u3001\u91cd\u590d\u4e0e\u6539\u53d8\u6761\u4ef6\u7684\u7ed3\u679c\uff0c\u4e0d\u628a\u9875\u9762\u70b9\u5f00\u901f\u5ea6\u5f53\u6210\u6700\u65b0\u6570\u636e\u5df2\u7ecf\u5b8c\u6574\u53ef\u7528\u3002<\/p>\n

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\u539f\u65b9\u6848\u5f3a\u8c03\u9ad8\u6548\u5de5\u5177\uff0c\u4ee5dbt\u8f6c\u6362\u6570\u636e\u7b80\u5316ETL\uff0cPower BI\u96c6\u6210Shopify\u5f62\u6210\u4ea4\u4e92\u5f0f\u4eea\u8868\u76d8\uff1b\u96f6\u552e\u5546\u4f18\u5316\u540e\u6570\u636e\u5904\u7406\u65f6\u95f4\u51cf\u5c1150%\uff0c\u91ca\u653e\u56e2\u961f\u8d44\u6e90\u3002\u4f46\u6253\u5f00\u4eea\u8868\u76d8\u3001\u7b49\u5f85\u53d6\u6570\u548c\u5b8c\u6210\u6570\u636e\u8f6c\u6362\u5e76\u975e\u540c\u4e00\u6bb5\u65f6\u95f4\u3002\u8d1f\u8d23\u4eba\u5e94\u8bf4\u660e\u5b9e\u9645\u53d6\u6570\u65b9\u5f0f\u4e0e\u66f4\u65b0\u65f6\u95f4\uff1b\u6765\u6e90\u5b8c\u6574\u6027\u95ee\u9898\u53e6\u89c1\u4ed3\u5e93\u65b0\u9c9c\u5ea6\u4e0e\u8fd0\u8425\u5bf9\u8d26<\/a>\uff0c\u672c\u6b21\u5148\u67e5\u5df2\u5173\u8054\u67e5\u8be2\u4e3a\u4f55\u7b49\u5f85\u3002<\/p>\n

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\u4ee5\u539fRedshift\u5de5\u7a0b\u4e3a\u4f8b\uff0cSYS_QUERY_HISTORY\u5b98\u65b9\u8bf4\u660e<\/a>\u63d0\u4f9b\u67e5\u8be2\u7f16\u53f7\u3001\u72b6\u6001\u3001\u603b\u8017\u65f6elapsed_time\u3001\u6392\u961fqueue_time\u548c\u6267\u884cexecution_time\uff0c\u4e5f\u6709\u89c4\u5212\u3001\u7f16\u8bd1\u53ca\u9501\u7b49\u5f85\u5b57\u6bb5\u3002\u5e94\u7531\u6709\u6743\u4eba\u5458\u63d0\u4f9b\u5bf9\u5e94\u67e5\u8be2\u7684\u5fc5\u8981\u89c2\u5bdf\u7ed3\u679c\uff0c\u4e0d\u628aBI\u603b\u7b49\u5f85\u76f4\u63a5\u5199\u6210\u6570\u636e\u5e93\u6267\u884c\u65f6\u95f4\uff0c\u4e5f\u4e0d\u53ea\u7528\u6392\u961f\u52a0\u6267\u884c\u89e3\u91ca\u5168\u90e8\u8017\u65f6\u3002<\/p>\n

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\u7b2c\u4e8c\u6b21\u5feb\uff0c\u5148\u786e\u8ba4\u662f\u54ea\u4e00\u5c42\u7f13\u5b58<\/h2>\n

\u67e5\u8be2\u8bb0\u5f55\u4e2d\u7684result_cache_hit\u8bf4\u660e\u662f\u5426\u547d\u4e2d\u7ed3\u679c\u7f13\u5b58\uff0cresult_cache_query_id\u53ef\u5bf9\u5e94\u7f13\u5b58\u6765\u6e90\u67e5\u8be2\u3002\u547d\u4e2d\u65f6\u8fd4\u56de\u5df2\u6709\u7ed3\u679c\uff0c\u4e0e\u91cd\u65b0\u6267\u884c\u540c\u6837\u5feb\u662f\u4e0d\u540c\u7ed3\u8bba\u3002\u8bb0\u5f55\u9996\u6b21\u4e0e\u91cd\u590d\u67e5\u8be2\u7684\u547d\u4e2d\u60c5\u51b5\u548c\u6765\u6e90\uff0c\u4e0d\u628a\u53ea\u6311\u51fa\u7684\u7f13\u5b58\u547d\u4e2d\u6837\u672c\u5f53\u6240\u6709\u5e02\u573a\u3001\u65b0\u6570\u636e\u6216\u590d\u6742\u6761\u4ef6\u7684\u6027\u80fd\u6539\u5584\u3002<\/p>\n

Redshift\u6027\u80fd\u8bf4\u660e<\/a>\u5217\u51fa\u6709\u6548\u7ed3\u679c\u7f13\u5b58\u7684\u6761\u4ef6\uff0c\u5305\u62ec\u76f8\u5173\u8868\u6216\u89c6\u56fe\u672a\u53d8\u3001\u7528\u6237\u6743\u9650\u53ca\u67e5\u8be2\u548c\u5f71\u54cd\u7ed3\u679c\u7684\u914d\u7f6e\u5339\u914d\u3002\u8868\u66f4\u65b0\u6216\u6761\u4ef6\u53d8\u5316\u53ef\u80fd\u4e0d\u518d\u4f7f\u7528\u539f\u7f13\u5b58\uff1b\u6240\u4ee5\u53d8\u5e02\u573a\u540e\u6162\uff0c\u5e94\u5148\u6838\u5b9e\u9645\u547d\u4e2d\u4e0e\u67e5\u8be2\u5dee\u5f02\uff0c\u4e0d\u80fd\u627f\u8bfa\u6bcf\u4efd\u62a5\u8868\u90fd\u8fbe\u5230\u4e9a\u79d2\u7ea7\u3002<\/p>\n

BI\u81ea\u8eab\u4fdd\u5b58\u7684\u7ed3\u679c\u4e0e\u4ed3\u5e93\u7ed3\u679c\u7f13\u5b58\u4e0d\u662f\u540c\u4e00\u5c42\u3002\u5982\u679c\u9875\u9762\u5f88\u5feb\u5374\u6ca1\u6709\u5bf9\u5e94\u7684\u65b0\u67e5\u8be2\uff0c\u9700\u8981\u62a5\u8868\u8d1f\u8d23\u4eba\u89e3\u91ca\u5b9e\u9645\u53d6\u6570\u548c\u5237\u65b0\u5b89\u6392\uff1b\u5982\u679c\u4ed3\u5e93\u5df2\u6709\u65b0\u7ed3\u679c\u800c\u9875\u9762\u4ecd\u65e7\uff0c\u5219\u7ee7\u7eed\u67e5BI\u73af\u8282\u3002\u4e0d\u80fd\u8ba4\u4e3aRedshift\u7f13\u5b58\u4f1a\u81ea\u52a8\u5237\u65b0\u6240\u6709Power BI\u9875\u9762\u6216Shopify\u6570\u636e\uff0c\u4e5f\u65e0\u9700\u4e3a\u5b9a\u4f4d\u5dee\u5f02\u5173\u95ed\u5168\u5e93\u7f13\u5b58\u3002<\/p>\n

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Redshift\u4e0d\u652f\u6301\u7279\u6027\u8bf4\u660e<\/a>\u660e\u786e\u5217\u51fa\u7d22\u5f15\uff0c\u4e0d\u5e94\u7167\u642c\u666e\u901aPostgreSQL\u7d22\u5f15\u505a\u6cd5\u3002\u5176\u6027\u80fd\u6587\u6863\u53e6\u4ecb\u7ecd\u5206\u5e03\u3001\u5217\u5f0f\u5b58\u50a8\u548c\u6392\u5e8f\u5bf9\u67e5\u8be2\u7684\u4f5c\u7528\u3002\u5b9e\u9645\u8d1f\u8d23\u4eba\u5e94\u6309\u5f53\u524d\u5f15\u64ce\u3001\u626b\u63cf\u4e0e\u6570\u636e\u79fb\u52a8\u8bc1\u636e\u8bc4\u4f30\u9002\u7528\u65b9\u6cd5\uff0c\u4e0d\u80fd\u628a\u539f\u901a\u7528\u7d22\u5f15\u5efa\u8bae\u5f53\u6210Redshift\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4f18\u5316\u3002<\/p>\n

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