{"id":54718,"date":"2025-02-10T18:18:36","date_gmt":"2025-02-10T10:18:36","guid":{"rendered":"https:\/\/masterconcept.ai\/?p=54718"},"modified":"2025-06-13T15:19:28","modified_gmt":"2025-06-13T07:19:28","slug":"gcp-kol-x-master-concept-how-to-upload-data-without-to-bigquery","status":"publish","type":"post","link":"https:\/\/masterconcept.ai\/zh-hant\/learning-column\/gcp-kol-x-master-concept-how-to-upload-data-without-to-bigquery\/","title":{"rendered":"\u3010\u6771\u6771\u8001\u5e2b X \u601d\u60f3\u79d1\u6280\u3011\u8cc7\u6599\u300c\u4e0d\u7528\u300d\u4e0a\u50b3\u5230 BigQuery \u7684\u65b9\u6cd5\u4ecb\u7d39"},"content":{"rendered":"\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-aioseo-table-of-contents\"><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-external-tables\">(\u4e00) \u5916\u90e8\u8868\u00a0 (External Tables)<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-federated-query\">(\u4e8c) \u540c\u6b65\u67e5\u8a62 (Federated Query)<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\">(\u4e09) \u5982\u4f55\u5224\u65b7\u8981\u7528\u539f\u751f\u3001\u5916\u90e8\u8868\u6216\u540c\u6b65\u67e5\u8a62\uff1f<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-bigquery\">\u4e0a\u50b3\u5230 BigQuery \u4e4b\u524d\u7684\u6ce8\u610f\u4e8b\u9805<\/a><ul><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\">\u4e94\u3001\u7d50\u8ad6<\/a><\/li><\/ul><\/div>\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6c92\u932f\uff0c\u8cc7\u6599\u4e0d\u4e00\u5b9a\u8981\u4e0a\u50b3\u5230 <a href=\"https:\/\/masterconcept.ai\/zh-hant\/partners\/google-cloud\/google-cloud\/\" target=\"_blank\" rel=\"noopener\" title=\"Google Cloud\">Google Cloud<\/a> BigQuery \u624d\u80fd\u505a\u5206\u6790\uff0c\u4f60\u53ef\u4ee5\u8b93\u8cc7\u6599\u5c31\u5728\u539f\u4f86\u7684\u5730\u65b9\uff0c\u8b93 BigQuery \u81ea\u5df1\u904e\u53bb\u6293\u8cc7\u6599\u4f86\u5206\u6790\uff0c\u4ee5\u4e0b\u4ecb\u7d39\u8cc7\u6599\u300c\u4e0d\u7528\u300d\u4e0a\u50b3\u5230 BigQuery \u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-external-tables\">(\u4e00) \u5916\u90e8\u8868&nbsp; (External Tables)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5916\u90e8\u8868\u5c31\u50cf\u662f\u5728 BigQuery \u4e2d\u8a2d\u5b9a\u4e00\u500b\u9023\u7d50\uff0c\u6307\u5411\u5b58\u653e\u5728\u5225\u8655\u7684\u8cc7\u6599\u3002\u9023\u7d50\u5efa\u7acb\u5f8c\uff0c\u4f60\u5c31\u4e00\u6a23\u5728 BigQuery \u7684\u4ecb\u9762\uff0c\u4f7f\u7528\u4e00\u822c\u7684 SQL \u8a9e\u6cd5\u4f86\u67e5\u8a62\uff0c\u5c31\u8ddf\u67e5\u8a62 BigQuery \u672c\u8eab\u7684\u8868\u683c\u4e00\u6a23\u65b9\u4fbf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9069\u7528\u7684\u8cc7\u6599\u4f86\u6e90\u5305\u542b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cloud Storage \u4e2d\u7684 CSV\u3001JSON\u3001Avro\u3001Parquet\u3001ORC \u7b49\u6a94\u6848<\/li>\n\n\n\n<li>Google \u8a66\u7b97\u8868<\/li>\n\n\n\n<li>Bigtable<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u50cf\u662f\u5f9e\u96f2\u7aef\u786c\u789f\u532f\u5165 Google \u8a66\u7b97\u8868\uff0c\u6211\u5011\u5728\u6700\u524d\u9762\u5df2\u7d93\u793a\u7bc4\u904e\u4e86\uff0c\u532f\u5165\u4e4b\u5f8c\uff0c\u5c31\u6703\u5448\u73fe\u8868\u683c\u7684\u8a73\u7d30\u8cc7\u8a0a\uff0c\u6709\u4e00\u500b\u4f86\u6e90 URI \u4ee3\u8868\u771f\u7684\u662f\u5916\u90e8\u8868\uff0c\u9019\u88e1\u5c31\u4e0d\u518d\u8d05\u8ff0\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfDziBRQ3lXVPFdp3lIPPZHc57JT-jKrHmxirXNiKV8O9cYLy7pNDkrVRYHxkS_Y3JzVkLxVax8wjE57MXo8AYXa1MvEDr-94UZxUtYp1OtHPTthy63Rkbmvd9YWAvI7urDYKINyg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"75 \u5f9e\u96f2\u7aef\u786c\u789f\u532f\u5165 Google \u8a66\u7b97\u8868\u5c31\u662f\u5916\u90e8\u8868\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfDziBRQ3lXVPFdp3lIPPZHc57JT-jKrHmxirXNiKV8O9cYLy7pNDkrVRYHxkS_Y3JzVkLxVax8wjE57MXo8AYXa1MvEDr-94UZxUtYp1OtHPTthy63Rkbmvd9YWAvI7urDYKINyg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"75 \u5f9e\u96f2\u7aef\u786c\u789f\u532f\u5165 Google \u8a66\u7b97\u8868\u5c31\u662f\u5916\u90e8\u8868\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>75 \u5f9e\u96f2\u7aef\u786c\u789f\u532f\u5165 Google \u8a66\u7b97\u8868\u5c31\u662f\u5916\u90e8\u8868<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/bigquery\" target=\"_blank\" rel=\"noopener\" title=\"\">GCP \u4e3b\u63a7\u53f0<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u5916\u90e8\u8868\u6709\u4e00\u4e9b\u6ce8\u610f\u4e8b\u9805\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-1\"><strong>1. \u67e5\u8a62\u6548\u80fd\u6703\u6bd4\u8f03\u6162<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u70ba\u6bcf\u6b21\u90fd\u8981\u8b80\u53d6\u5916\u90e8\u8cc7\u6599\uff0c\u6548\u80fd\u53d6\u6c7a\u65bc\u8cc7\u6599\u4f86\u6e90\u672c\u8eab\uff0c\u5c31\u4e0d\u50cf\u5728 BigQuery \u8eab\u4e0a\u90a3\u9ebc\u5feb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-2\">2. \u8cc7\u6599\u683c\u5f0f\u8981\u4e00\u81f4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c24\u5176\u662f CSV \u7684\u6b04\u4f4d\u9806\u5e8f\u548c\u578b\u614b\uff0c\u4f8b\u5982 Schema \u8a2d\u5b9a 3 \u500b\u6b04\u4f4d\uff0c\u4f46\u67d0\u4e9b CSV \u6a94\u53ea\u6709 2 \u500b\u6b04\u4f4d\uff0c\u5c31\u6703\u5831\u932f\u300cInvalid field count\u300d\uff1b\u6216\u662f\u200b\u200b\u6578\u5b57\u6b04\u4f4d\u51fa\u73fe\u6587\u5b57\uff0c\u6703\u9020\u6210\u300cInvalid integer value\u300d\u932f\u8aa4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-3\">3. \u6a94\u6848\u8def\u5f91\u652f\u63f4\u842c\u7528\u5b57\u5143 \u300c*\u300d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u8868\u4f60\u53ef\u4ee5\u4e00\u53e3\u6c23\u532f\u5165\u300c\u591a\u500b\u300d\u6a94\u6848\u6210\u70ba\u300c\u4e00\u500b\u300d\u5916\u90e8\u8868\uff0c\u5f88\u9069\u5408\u5b9a\u671f\u65b0\u589e\u7684\u8cc7\u6599\u6a94\u6848\uff0c\u4f8b\u5982\u6bcf\u5929\u7684 Log \u6a94\uff0c\u6bcf\u6b21\u57f7\u884c\u67e5\u8a62\u6642\uff0cBigQuery \u90fd\u6703\u91cd\u65b0\u6383\u63cf\u7b26\u5408\u842c\u7528\u5b57\u5143\u7684\u6a94\u6848\uff0c\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-4\">4. \u6b0a\u9650\u8981\u8a2d\u5b9a\u6b63\u78ba<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u8a2d\u5b9a\u9069\u7576\u7684\u6b0a\u9650\u7d66 BigQuery Service Account\uff0c\u4f8b\u5982 storage.objectViewer\uff0c\u78ba\u4fdd BigQuery \u80fd\u5b58\u53d6Cloud Storage \u7684\u6a94\u6848\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-federated-query\">(\u4e8c) \u540c\u6b65\u67e5\u8a62 (Federated Query)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Federated Query \u662f\u76f4\u63a5\u767c\u9001 SQL \u67e5\u8a62\u8a9e\u6cd5\u5230\u5176\u4ed6\u8cc7\u6599\u4f86\u6e90\uff0c\u5373\u6642\u53d6\u5f97\u7d50\u679c\u3002\u9019\u7a2e\u65b9\u5f0f\u66f4\u6709\u5f48\u6027\uff0c\u53ef\u4ee5\u76f4\u63a5\u67e5\u8a62\u539f\u59cb\u8cc7\u6599\u5eab\uff0c\u5c24\u5176\u4f86\u6e90\u8cc7\u6599\u7d93\u5e38\u8b8a\u52d5\u7684\u8a71\uff0c\u9069\u5408\u7528\u9019\u7a2e\u65b9\u5f0f\u67e5\u8a62\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9069\u7528\u7684\u8cc7\u6599\u4f86\u6e90\u5305\u542b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cloud SQL (MySQL\/PostgreSQL)<\/li>\n\n\n\n<li>Cloud Spanner<\/li>\n\n\n\n<li>Alloy DB<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u4ee5\u7db2\u8def\u4e0a\u793a\u7bc4\u7684\u5f71\u7247\u70ba\u4f8b\u5b50\u5448\u73fe\u5982\u4e0b\uff0c\u6211\u5011\u73fe\u5728 Spanner \u6e96\u5099\u597d\u4e00\u500b demo_db \u8cc7\u6599\u5eab\uff0c\u9ede\u64ca\u9032\u5165\u770b\u5230 emp \u8868\u683c\uff0c\u518d\u9ede\u9032\u53bb\uff1a<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeKG_A6YBVJEU9hCPPJhXSRHYDmJOVYVcofq6sEMAdFRv3zWBFA5hVozbe7gXxf3U_-Vo2GpfwlmBfdDCayLb0buAv0R1ibu59zqzHyDL2PzKiT1rx5og5pvEbG_tqYXCTS2iZaaw?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"76 \u9032\u5165 Spanner \u57f7\u884c\u500b\u9ad4=&gt;\u8cc7\u6599\u5eab=&gt;\u8868\u683c\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeKG_A6YBVJEU9hCPPJhXSRHYDmJOVYVcofq6sEMAdFRv3zWBFA5hVozbe7gXxf3U_-Vo2GpfwlmBfdDCayLb0buAv0R1ibu59zqzHyDL2PzKiT1rx5og5pvEbG_tqYXCTS2iZaaw?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"76 \u9032\u5165 Spanner \u57f7\u884c\u500b\u9ad4=&gt;\u8cc7\u6599\u5eab=&gt;\u8868\u683c\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>76 \u9032\u5165 Spanner \u57f7\u884c\u500b\u9ad4=&gt;\u8cc7\u6599\u5eab=&gt;\u8868\u683c<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u518d\u9ede\u64ca\u300cData\u300d\uff0c\u770b\u5230\u88e1\u9762\u5df2\u7d93\u6e96\u5099\u597d\u4e00\u7b46\u8cc7\u6599\u3002&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeMbNdpUlMlE_aD-KSPCvbji4XdTu19Hqo9pXjUqqt_OfPS8QQwGNqiCNXlG2lmH2VB_NeOxVlJLYHm75FVQ1JX4RuNWu3FfBoM4luxkR_k7kwkJf1vDuh5XszdHCpje6JJG3wvgw?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"77 \u770b\u5230 Spanner \u8868\u683c\u5167\u7684\u4e00\u7b46\u8cc7\u6599\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeMbNdpUlMlE_aD-KSPCvbji4XdTu19Hqo9pXjUqqt_OfPS8QQwGNqiCNXlG2lmH2VB_NeOxVlJLYHm75FVQ1JX4RuNWu3FfBoM4luxkR_k7kwkJf1vDuh5XszdHCpje6JJG3wvgw?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"77 \u770b\u5230 Spanner \u8868\u683c\u5167\u7684\u4e00\u7b46\u8cc7\u6599\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>77 \u770b\u5230 Spanner \u8868\u683c\u5167\u7684\u4e00\u7b46\u8cc7\u6599<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u5728\u56de\u5230 BigQuery \u53bb\u65b0\u589e\u5916\u90e8\u7684\u8cc7\u6599\u4f86\u6e90\uff0c\u9ede\u64ca\u300cADD DATA\u300d\u88e1\u9762\u7684\u300cExternal data source\u300d\uff1a&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcMLyTpnyPZf8cWdbNzTi43K3E3zF6EMJcYilJp9FwjD98BymrsUmXO9OjR8HVu3i3t_8VkQPrRiKHzXe7blZ1ELu3_NgZGOPLnulfFwOr_0hx3ZWMMSwWe9XGBg5QqwQtf-ZNJKA?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"78 \u5728 BigQuery \u65b0\u589e\u5916\u90e8\u8cc7\u6599\u4f86\u6e90\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcMLyTpnyPZf8cWdbNzTi43K3E3zF6EMJcYilJp9FwjD98BymrsUmXO9OjR8HVu3i3t_8VkQPrRiKHzXe7blZ1ELu3_NgZGOPLnulfFwOr_0hx3ZWMMSwWe9XGBg5QqwQtf-ZNJKA?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"78 \u5728 BigQuery \u65b0\u589e\u5916\u90e8\u8cc7\u6599\u4f86\u6e90\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>78 \u5728 BigQuery \u65b0\u589e\u5916\u90e8\u8cc7\u6599\u4f86\u6e90<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u9078\u64c7 Spanner \u4e4b\u5f8c\uff0c\u586b\u4e0a\u8cc7\u6599\u5eab\u7684\u76f8\u95dc\u8cc7\u8a0a\uff0c\u5982\u679c\u76f8\u95dc\u5167\u5bb9\u90fd\u8f38\u5165\u6b63\u78ba\uff0c\u53ef\u4ee5\u76f4\u63a5\u6309\u4e0b\u300cCreate Connection\u300d\uff1a<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcJ8UWqZTOv3-irYimBi-OVS-YVfj4MHKtVgSLJQGm-xIoRLb94adVatMV414gMCirHWaVvioF4Soe3cpSC6INaZFmO2AHSLDDcVVIKGtfA6zODo4zXUtHFEx4gRMZUYNIaRru8Lg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"79 \u8f38\u5165 Spanner \u8cc7\u8a0a\u4e26\u5efa\u7acb\u9023\u7dda\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcJ8UWqZTOv3-irYimBi-OVS-YVfj4MHKtVgSLJQGm-xIoRLb94adVatMV414gMCirHWaVvioF4Soe3cpSC6INaZFmO2AHSLDDcVVIKGtfA6zODo4zXUtHFEx4gRMZUYNIaRru8Lg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"79 \u8f38\u5165 Spanner \u8cc7\u8a0a\u4e26\u5efa\u7acb\u9023\u7dda\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>79 \u8f38\u5165 Spanner \u8cc7\u8a0a\u4e26\u5efa\u7acb\u9023\u7dda<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u4e0b\u4f86\u5b83\u79c0\u51fa\u9023\u7dda\u8cc7\u8a0a\uff0c\u6211\u5011\u53ef\u4ee5\u76f4\u63a5\u9ede\u64ca\u300cQuery\u300d\u4f86\u8a66\u8457\u67e5\u8a62\u8cc7\u6599\uff1a<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeCzGICial_-JnnXeeCpcktqTpW6VVWeL6J8da6MDq7kmv7Tmn-xCLgqChF44l-WVsf5uvgGto17Ge9D_YVbJIiRwfKoaH-ev-Ow2oqJBzExg8YaumfH_gUe5zsmUiIW3NpdrVkQg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"80 \u770b\u5230 Spanner \u8cc7\u6599\u5eab\u7684\u9023\u7dda\u8cc7\u8a0a\u4e26\u958b\u555f\u67e5\u8a62\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeCzGICial_-JnnXeeCpcktqTpW6VVWeL6J8da6MDq7kmv7Tmn-xCLgqChF44l-WVsf5uvgGto17Ge9D_YVbJIiRwfKoaH-ev-Ow2oqJBzExg8YaumfH_gUe5zsmUiIW3NpdrVkQg?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"80 \u770b\u5230 Spanner \u8cc7\u6599\u5eab\u7684\u9023\u7dda\u8cc7\u8a0a\u4e26\u958b\u555f\u67e5\u8a62\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>80 \u770b\u5230 Spanner \u8cc7\u6599\u5eab\u7684\u9023\u7dda\u8cc7\u8a0a\u4e26\u958b\u555f\u67e5\u8a62<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u9810\u8a2d\u7684\u8a9e\u6cd5\u662f\u8b93\u4f60\u770b\u5230\u6574\u500b\u8cc7\u6599\u5eab\u7684 Metadata\uff0c\u4f8b\u5982\u8cc7\u6599\u5eab\u88e1\u6709\u54ea\u4e9b\u8868\u683c\u548c\u6b04\u4f4d\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeonVGzyYbkHehtNylZdopysZQ0omlnCMsItSvIq5GY6vIr0tJ_CcVG8YW683KO7ytRm00qS3ytOwSgemNiJkhbjb7wIvoRTAzZeBqeNMukRKTjDJ1KEDs2OnoGcqYsBOsBh4lO?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeonVGzyYbkHehtNylZdopysZQ0omlnCMsItSvIq5GY6vIr0tJ_CcVG8YW683KO7ytRm00qS3ytOwSgemNiJkhbjb7wIvoRTAzZeBqeNMukRKTjDJ1KEDs2OnoGcqYsBOsBh4lO?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><br><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u9810\u8a2d\u7684\u8a9e\u6cd5\u662f\u8b93\u4f60\u770b\u5230\u6574\u500b\u8cc7\u6599\u5eab\u7684 Metadata\uff0c\u4f8b\u5982\u8cc7\u6599\u5eab\u88e1\u6709\u54ea\u4e9b\u8868\u683c\u548c\u6b04\u4f4d\u3002&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeonVGzyYbkHehtNylZdopysZQ0omlnCMsItSvIq5GY6vIr0tJ_CcVG8YW683KO7ytRm00qS3ytOwSgemNiJkhbjb7wIvoRTAzZeBqeNMukRKTjDJ1KEDs2OnoGcqYsBOsBh4lO?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeonVGzyYbkHehtNylZdopysZQ0omlnCMsItSvIq5GY6vIr0tJ_CcVG8YW683KO7ytRm00qS3ytOwSgemNiJkhbjb7wIvoRTAzZeBqeNMukRKTjDJ1KEDs2OnoGcqYsBOsBh4lO?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>81 \u81ea\u52d5\u7522\u751f\u67e5\u8a62\u8a9e\u6cd5\uff0c\u57f7\u884c\u5f8c\u51fa\u73fe\u6574\u500b\u8cc7\u6599\u5eab Schema<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u4f86\u8abf\u6574\u4e00\u4e0b\u8a9e\u6cd5\uff0c\u8b93\u5b83\u76f4\u63a5\u67e5\u8a62\u300cemp\u300d\u9019\u500b\u8868\u683c\uff0c\u6700\u5f8c\u5c31\u770b\u5230\u539f\u672c\u5132\u5b58 Spanner \u7684\u88e1\u9762\u7684\u8cc7\u6599\u5167\u5bb9\uff0c\u4ee3\u8868\u6211\u5011\u7684\u78ba\u662f\u9023\u7dda\u5230 Spanner \u505a\u67e5\u8a62\u3002&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXe3jeYX5VaDGmKwFNBtvyeMSG9yHuxXcnd_nep6_Orb_m1q8eFHSpCsvzZa7c1AH7fnVhyfYDI-Uf9wY_IcE5sy6OhqJCMRXIBjZvjqkxtP43AhTL739ty68o-ymYdPl9SHwwjyAA?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"82 \u8abf\u6574\u8a9e\u6cd5\uff0c\u67e5\u5230 Spanner \u88e1\u7684\u8cc7\u6599\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXe3jeYX5VaDGmKwFNBtvyeMSG9yHuxXcnd_nep6_Orb_m1q8eFHSpCsvzZa7c1AH7fnVhyfYDI-Uf9wY_IcE5sy6OhqJCMRXIBjZvjqkxtP43AhTL739ty68o-ymYdPl9SHwwjyAA?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"82 \u8abf\u6574\u8a9e\u6cd5\uff0c\u67e5\u5230 Spanner \u88e1\u7684\u8cc7\u6599\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>82 \u8abf\u6574\u8a9e\u6cd5\uff0c\u67e5\u5230 Spanner \u88e1\u7684\u8cc7\u6599<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/www.youtube.com\/watch?v=cO86meG-Ntk\" target=\"_blank\" rel=\"noopener\" title=\"\">Federated Query \u64cd\u4f5c\u5f71\u7247<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 Federated Query \u7684\u6ce8\u610f\u4e8b\u9805\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-1\">1. \u9700\u8981\u984d\u5916\u8a2d\u5b9a\u9023\u7dda\u548c\u6388\u6b0a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u70ba\u6211\u5011\u76f4\u63a5\u9023\u7dda\u5230\u4f86\u6e90\u8cc7\u6599\u5eab\uff0c\u67e5\u8a62\u6642\u9593\u53ef\u80fd\u8f03\u9577\u3002\u5149\u662f\u9023\u7dda\u6210\u529f\u5c31\u9700\u8981\u6642\u9593\u7b49\u5f85\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-2\">2. \u8981\u6ce8\u610f\u8cc7\u6599\u91cf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u907f\u514d\u67e5\u8a62\u592a\u5927\u91cf\u8cc7\u6599\uff0c\u5f71\u97ff\u539f\u59cb\u8cc7\u6599\u5eab\u7684\u904b\u4f5c\uff0c\u5982\u679c\u8981\u5927\u91cf\u9084\u662f\u628a\u8cc7\u6599\u8f49\u5165 BigQuery \u6bd4\u8f03\u597d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-3-sql\">3. SQL \u8a9e\u6cd5\u6703\u56e0\u8cc7\u6599\u4f86\u6e90\u800c\u7570<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u914d\u5408\u4f86\u6e90\u8cc7\u6599\uff0c\u4f8b\u5982 MySQL\u3001PostgreSQL \u548c Spanner \u7684\u67e5\u8a62\u8a9e\u6cd5\u53ef\u80fd\u6709\u6240\u4e0d\u540c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-4\">4. \u8a08\u8cbb\u65b9\u5f0f\u8207\u4e00\u822c\u67e5\u8a62\u4e0d\u540c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4e0d\u6703\u4f54\u7528 BigQuery \u7684\u5132\u5b58\u8cbb\u7528\uff0c\u4f46\u4ecd\u7136\u6703\u6709\u67e5\u8a62\u8cbb\u7528\u3002\u5982\u679c\u983b\u7e41\u67e5\u8a62\u5916\u90e8\u8cc7\u6599\u5eab\uff0c\u4e5f\u8981\u8003\u616e\u63d0\u9ad8\u898f\u683c\uff0c\u76f8\u5c0d\u4e5f\u9020\u6210\u8f03\u9ad8\u6210\u672c\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e09) \u5982\u4f55\u5224\u65b7\u8981\u7528\u539f\u751f\u3001\u5916\u90e8\u8868\u6216\u540c\u6b65\u67e5\u8a62\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u5df2\u7d93\u770b\u4e86\u5404\u7a2e\u532f\u5165\u8cc7\u6599\u5230 BigQuery \u7684\u65b9\u6cd5\uff0c\u90a3\u8981\u9078\u539f\u751f\u6216\u5916\u90e8\u8868\u6216\u540c\u6b65\u67e5\u8a62\u7684\u6c7a\u7b56\u6a19\u6e96\u662f\u4ec0\u9ebc\uff1f\u9019\u88e1\u6574\u7406\u5404\u7a2e\u65b9\u6cd5\u512a\u7f3a\u9ede\u548c\u9069\u7528\u7684\u5834\u666f\u7d66\u4f60\u53c3\u8003\uff1a<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXdhIb6nUW7fTJPFSfVWqIiNPU2IOZE4cmpLqqM7DHlJnRBmWpcMfUZW8GHWHvItOs3lRj29bJRgGBnQER--bKHJk2TU_ydflYZyOxBIyHOfeaJ75AjVddxumSIRoqme5jw2q0Rf?key=dX_BHhxb-XIdnUDBF7KxNHi7\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"83 BigQuery \u4e09\u7a2e\u67e5\u8a62\u65b9\u5f0f\u6bd4\u8f03\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXdhIb6nUW7fTJPFSfVWqIiNPU2IOZE4cmpLqqM7DHlJnRBmWpcMfUZW8GHWHvItOs3lRj29bJRgGBnQER--bKHJk2TU_ydflYZyOxBIyHOfeaJ75AjVddxumSIRoqme5jw2q0Rf?key=dX_BHhxb-XIdnUDBF7KxNHi7\" alt=\"83 BigQuery \u4e09\u7a2e\u67e5\u8a62\u65b9\u5f0f\u6bd4\u8f03\n\"><\/noscript><figcaption class=\"wp-element-caption\"><strong>83 BigQuery \u4e09\u7a2e\u67e5\u8a62\u65b9\u5f0f\u6bd4\u8f03<br><\/strong>\u8cc7\u6599\u4f86\u6e90\uff1a\u6771\u6771\u8001\u5e2b\u81ea\u884c\u6574\u7406<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5efa\u8b70\u7b56\u7565<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u5f9e\u8cc7\u6599\u66f4\u65b0\u983b\u7387\u4f86\u770b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u5982\u679c\u8cc7\u6599\u6bcf\u5929\u66f4\u65b0 1-2 \u6b21\uff0c\u5efa\u8b70\u4f7f\u7528\u539f\u751f\u8868\uff0c\u67e5\u8a62\u6548\u80fd\u6700\u597d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u5982\u679c\u8cc7\u6599\u6301\u7e8c\u8b8a\u52d5 (\u5982\u6bcf\u5206\u9418)\uff0c\u8003\u616e\u5916\u90e8\u8868\u6216 Federated Query\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(3) \u5982\u679c\u662f\u5373\u6642\u5206\u6790\u9700\u6c42\uff0c\u4e00\u5b9a\u4f7f\u7528 Federated Query\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u5f9e\u67e5\u8a62\u6548\u80fd\u4f86\u770b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u9700\u8981\u6beb\u79d2\u7d1a\u56de\u61c9\uff0c\u5fc5\u9808\u4f7f\u7528\u539f\u751f\u8868\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u53ef\u63a5\u53d7\u79d2\u7d1a\u5ef6\u9072\uff0c\u4f7f\u7528\u5916\u90e8\u8868\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(3) \u53ef\u63a5\u53d7\u8f03\u9ad8\u5ef6\u9072\uff0c\u4f7f\u7528 Federated Query \u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u4ee5\u6210\u672c\u70ba\u8003\u91cf<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u8cc7\u6599\u91cf\u5927\u4f46\u67e5\u8a62\u983b\u7387\u4f4e\uff0c\u9078\u64c7\u5916\u90e8\u8868\u6216 Federated Query\uff0c\u4e0d\u7528\u82b1\u8cbb BigQuery \u5132\u5b58\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u67e5\u8a62\u983b\u7387\u9ad8\uff0c\u539f\u751f\u8868\u6709 24 \u5c0f\u6642\u5feb\u53d6\uff0c\u91cd\u8907\u8b80\u53d6\u5916\u90e8\u8cc7\u6599\u6210\u672c\u8f03\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(3) \u9810\u7b97\u6709\u9650\uff0c\u53ef\u5148\u7528 Federated Query\uff0c\u518d\u6839\u64da\u4f7f\u7528\u60c5\u6cc1\u8abf\u6574\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. \u5be6\u52d9\u5efa\u8b70<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u53ef\u63a1\u7528\u6df7\u5408\u7b56\u7565\uff0c\u4e0d\u540c\u7684\u8cc7\u6599\u63a1\u7528\u4e0d\u540c\u7684\u67e5\u8a62\u65b9\u5f0f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u71b1\u9580\u8cc7\u6599 (\u7d93\u5e38\u67e5\u8a62) \u4f7f\u7528\u539f\u751f\u8868<\/li>\n\n\n\n<li>\u51b7\u8cc7\u6599 (\u4e0d\u5e38\u67e5\u8a62) \u4f7f\u7528\u5916\u90e8\u8868<\/li>\n\n\n\n<li>\u7279\u6b8a\u5373\u6642\u9700\u6c42\u7528 Federated Query<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u5efa\u8b70\u5148\u5c0f\u898f\u6a21\u6e2c\u8a66\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5148\u7528\u5c0f\u90e8\u5206\u8cc7\u6599\u8a55\u4f30\u6027\u80fd<\/li>\n\n\n\n<li>\u6e2c\u8a66\u5be6\u969b\u67e5\u8a62\u5834\u666f<\/li>\n\n\n\n<li>\u76e3\u63a7\u6210\u672c\u548c\u6548\u80fd\u6578\u64da\u518d\u6c7a\u5b9a<\/li>\n<\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-bigquery\">\u4e0a\u50b3\u5230 BigQuery \u4e4b\u524d\u7684\u6ce8\u610f\u4e8b\u9805<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u9762\u770b\u5b8c\u5404\u7a2e\u4e0a\u50b3\u6216\u4e0d\u4e0a\u50b3\u5230 BigQuery \u7684\u65b9\u6cd5\uff0c\u9664\u4e86\u91dd\u5c0d\u63a1\u53d6\u7684\u65b9\u6cd5\u63d0\u5171\u5efa\u8b70\u4e4b\u5916\uff0c\u9019\u88e1\u4e5f\u5efa\u8b70\u4e0a\u50b3\u4e4b\u524d\u8981\u78ba\u8a8d\u4ee5\u4e0b\u6ce8\u610f\u4e8b\u9805\uff1a<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e00) \u8cc7\u6599\u54c1\u8cea\u8207\u6e96\u5099\u5de5\u4f5c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u5fc5\u9808\u78ba\u4fdd\u6240\u6709\u8cc7\u6599\u7684\u683c\u5f0f\u662f\u4e00\u81f4\u7684\uff0c\u5305\u62ec\u65e5\u671f\u683c\u5f0f\u548c\u6578\u503c\u985e\u578b\u90fd\u8981\u7d71\u4e00\uff0c\u7570\u5e38\u503c\u548c\u7a7a\u503c\u4e5f\u8981\u5148\u8655\u7406\u597d\u3002\u7de8\u78bc\u683c\u5f0f\u6700\u597d\u7528 UTF-8\uff0c\u9019\u6a23\u6bd4\u8f03\u4e0d\u6703\u51fa\u73fe\u4e82\u78bc\u3002\u53e6\u5916\u6b04\u4f4d\u540d\u7a31\u8981\u6ce8\u610f\uff0c\u4e0d\u80fd\u7528\u7279\u6b8a\u5b57\u5143\uff0c\u4e0d\u7136 BigQuery \u6703\u5831\u932f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91dd\u5c0d\u6279\u6b21\u8f09\u5165\uff0c\u4f60\u6c92\u6709\u8fa6\u6cd5\u5728 BigQuery \u50b3\u5230\u4e00\u534a\u7d66\u5b83\u6309\u66ab\u505c\uff0c\u8abf\u6574\u5f8c\u518d\u7e7c\u7e8c\u50b3\uff0c\u5b83\u932f\u4e86\u5c31\u662f\u8981\u5168\u90e8\u91cd\u4f86\uff0c\u6240\u4ee5\u8acb\u52d9\u5fc5\u8b39\u614e\u8655\u7406\uff0c\u907f\u514d\u91cd\u5de5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e8c) \u6210\u672c\u8003\u91cf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u8cc7\u6599\u9700\u8981\u6574\u7406\uff0c\u53ef\u4ee5\u5148\u7528\u81e8\u6642\u8868\uff0c\u7b49\u5230\u90fd\u6574\u7406\u597d\u4e86\u518d\u5b58\u5230\u6c38\u4e45\u8868\u3002\u9019\u6a23\u4e2d\u9593\u8655\u7406\u7684\u8868\u9694\u5929\u6703\u81ea\u52d5\u522a\u9664\uff0c\u4e0d\u6703\u4f54\u7528\u7a7a\u9593\u4e5f\u4e0d\u7528\u4ed8\u8cbb\uff0c\u6700\u5f8c\u7684\u7d50\u679c\u624d\u5b58\u5728\u6c38\u4e45\u8868\u88e1\u7d66\u5927\u5bb6\u67e5\u8a62\u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u5340 (Partitioned) \u7b56\u7565\u4e5f\u8981\u898f\u5283\u597d\uff0c\u78ba\u4fdd\u67e5\u8a62\u53ea\u91dd\u5c0d\u90e8\u5206\u8cc7\u6599\u800c\u4e0d\u662f\u6574\u5f35\u8868\u683c\uff0c\u9019\u6a23\u53ef\u4ee5\u7701\u4e0b\u4e0d\u5c11\u67e5\u8a62\u8cbb\u7528\u3002\u8981\u662f\u9810\u7b97\u6709\u9650\uff0c\u6700\u597d\u8a2d\u500b\u914d\u984d\u4e0a\u9650\uff0c\u514d\u5f97\u82b1\u592a\u591a\u9322\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e09) \u6548\u80fd\u512a\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c\u7d50\u69cb\u8981\u8a2d\u8a08\u5f97\u5408\u7406\uff0c\u5225\u641e\u5f97\u592a\u8907\u96dc\uff0c\u4f8b\u5982\u76e1\u91cf\u4f7f\u7528\u5de2\u72c0\u8868\u683c\u800c\u975e Join \u592a\u591a\u8868\u683c\u3002\u9078\u64c7\u5206\u5340\u6b04\u4f4d\u7684\u6642\u5019\uff0c\u901a\u5e38\u7528\u6642\u9593\u6b04\u4f4d\u6216\u662f\u57fa\u6578 (Cardinality\uff1a\u4e00\u500b\u6b04\u4f4d\u4e2d\u4e0d\u91cd\u8907\u503c\u7684\u6578\u91cf) \u6bd4\u8f03\u9ad8\u7684\u6b04\u4f4d\u6703\u6bd4\u8f03\u597d\u3002\u5982\u679c\u9700\u8981\u7684\u8a71\uff0c\u4e5f\u53ef\u4ee5\u8003\u616e\u52a0\u4e0a\u53e2\u96c6\u7d22\u5f15\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u56db) \u6b0a\u9650\u8207\u5b89\u5168\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e0a\u50b3\u6709\u4f7f\u7528\u7279\u5b9a\u5de5\u5177\uff0c\u8981\u9075\u5b88\u300c\u6700\u5c0f\u6b0a\u9650\u539f\u5247\u300d\uff0c\u7d66\u4e88\u525b\u597d\u4e14\u5fc5\u8981\u7684\u6b0a\u9650\u3002\u8cc7\u6599\u5b58\u53d6\u7684\u63a7\u7ba1\u7b56\u7565\u4e5f\u8981\u60f3\u6e05\u695a\uff0c\u7279\u5225\u662f\u6709\u654f\u611f\u8cc7\u6599\u7684\u8a71\uff0c\u53ef\u80fd\u9084\u9700\u8981\u8a2d\u5b9a\u8cc7\u6599\u906e\u7f69\u6216\u52a0\u5bc6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e94) \u4e0a\u50b3\u65b9\u5f0f\u9078\u64c7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u90e8\u5206\u60c5\u6cc1\u90fd\u5efa\u8b70\u5148\u50b3\u5230 Cloud Storage \u518d\u5c0e\u5165 BigQuery\uff0c\u81f3\u5c11\u8cc7\u6599\u5df2\u7d93\u5148\u9032\u4f86\u4e86\uff0c\u4e5f\u4e0d\u53d7\u6a94\u6848\u5927\u5c0f\u9650\u5236\u3002\u8a18\u5f97\u8981\u8a2d\u5b9a\u5408\u7406\u7684 Time-Out \u6642\u9593\uff0c\u8b93\u50b3\u8f38\u5de5\u4f5c\u591a\u7b49\u5f85\u4e00\u6bb5\u6642\u9593\uff0c\u842c\u4e00\u4e0a\u50b3\u5931\u6557\u4e5f\u8981\u6709\u56e0\u61c9\u7684\u8655\u7406\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u516d) \u76e3\u63a7\u8207\u7dad\u8b77<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u50b3\u904e\u7a0b\u4e2d\u8981\u505a\u597d\u76e3\u63a7\uff0c\u96a8\u6642\u638c\u63e1\u9032\u5ea6\u3002\u8981\u662f\u4e0a\u50b3\u5931\u6557\u4e86\uff0c\u5f97\u8981\u6709\u8fa6\u6cd5\u5feb\u901f\u6062\u5fa9\u3002\u5b9a\u671f\u7dad\u8b77\u548c\u6aa2\u67e5\u8cc7\u6599\u54c1\u8cea\u4e5f\u5225\u5fd8\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\">(\u4e03) \u6587\u4ef6\u8207\u6e9d\u901a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u904e\u6587\u4ef6\u628a\u6240\u6709\u7d30\u7bc0\u90fd\u8a18\u9304\u4e0b\u4f86\uff0c\u6bcf\u500b\u6b04\u4f4d\u90fd\u8981\u5beb\u6e05\u695a\u8aaa\u660e\uff0c\u8cc7\u6599\u5f9e\u54ea\u88e1\u4f86\u3001\u600e\u9ebc\u8655\u7406\u7684\u90fd\u8981\u8a18\u9304\u597d\u3002\u8ddf\u5176\u4ed6\u5718\u968a\u4e5f\u8981\u8b1b\u6e05\u695a\u4ec0\u9ebc\u6642\u5019\u4e0a\u50b3\u3001\u6703\u5f71\u97ff\u5230\u8ab0\u3002\u8981\u662f\u78b0\u5230\u554f\u984c\uff0c\u5927\u5bb6\u4e5f\u624d\u77e5\u9053\u8a72\u600e\u9ebc\u8655\u7406\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\">\u4e94\u3001\u7d50\u8ad6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u7e3d\u5171\u770b\u4e86\u624b\u52d5\u4e0a\u50b3\u3001Data Transfer Service\u3001Datastream \u548c\u4e32\u6d41\u5404\u7a2e\u65b9\u6cd5\uff0c\u4ee5\u53ca\u300c\u4e0d\u4e0a\u50b3\u300d\u5230 BigQuery \u7684\u5916\u90e8\u8868\u548c Federated Query\u3002\u53ef\u4ee5\u770b\u5230 BigQuery \u63d0\u4f9b\u7684\u65b9\u6cd5\u771f\u7684\u975e\u5e38\u591a\uff0c\u8b93\u4f60\u53ef\u4ee5\u56e0\u61c9\u5404\u7a2e\u60c5\u5883\uff0c\u4f86\u8a55\u4f30\u548c\u9078\u64c7\u6700\u9069\u5408\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81f3\u65bc\u5230\u5e95\u8981\u7528\u54ea\u4e00\u7a2e\u65b9\u6cd5\uff0c\u9664\u4e86\u53c3\u8003\u4e0a\u9762\u7684\u6574\u7406\u8868\u683c\u4e4b\u5916\uff0c\u6700\u91cd\u8981\u9084\u662f\u5efa\u8b70\u4f60\u5148\u4ee5\u5c0f\u91cf\u8cc7\u6599\u8a66\u904e\u4e00\u904d\uff0c\u624d\u6703\u767c\u73fe\u5230\u66f4\u591a\u6c92\u63d0\u5230\u7684\u5c0f\u7d30\u7bc0\uff0c\u4f86\u5e6b\u52a9\u4f60\u505a\u51fa\u66f4\u597d\u7684\u5224\u65b7\u3002\u53ea\u8981\u8cc7\u6599\u6210\u529f\u9032\u4f86\u4e86\uff0cBigQuery 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