{"id":2728,"date":"2020-04-03T11:33:05","date_gmt":"2020-04-03T08:33:05","guid":{"rendered":"https:\/\/cloudfresh.com\/ua\/?p=2728"},"modified":"2025-11-27T18:18:21","modified_gmt":"2025-11-27T15:18:21","slug":"bigquery-the-path-to-modern-data-analytics","status":"publish","type":"post","link":"https:\/\/dev.cloudfresh.com\/ru\/cloud-blog\/bigquery-put-k-sovremennoj-analytyky-dannyh\/","title":{"rendered":"BigQuery. \u041f\u0443\u0442\u044c \u043a \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u041a\u0430\u0436\u0434\u0430\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0430\u044f \u0432 \u0441\u0444\u0435\u0440\u0435 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0438\u0437 \u0441\u0432\u043e\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435\u0432\u0435\u0440\u043e\u044f\u0442\u043d\u0443\u044e \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c, \u0432\u0435\u0434\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0443\u044e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 Google Cloud. \u0412 \u0435\u0435 \u043e\u0441\u043d\u043e\u0432\u0435 \u043b\u0435\u0436\u0438\u0442 BigQuery &#8212; \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c, \u0432\u043d\u0435\u0434\u0440\u044f\u0442\u044c \u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0441 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0434\u043b\u044f \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c, \u043a\u0430\u043a \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0438\u0440\u0443\u044e\u0442\u0441\u044f, \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u044f \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u043d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441 <a href=\"https:\/\/cloudfresh.com\/ru\/produkty\/bigquery\/\">BigQuery.<\/a><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-2729\" src=\"https:\/\/cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration.png\" alt=\"\" width=\"958\" height=\"370\" srcset=\"https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration.png 958w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-600x232.png 600w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-300x116.png 300w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-768x297.png 768w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-320x124.png 320w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-640x247.png 640w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-360x139.png 360w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-720x278.png 720w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-800x309.png 800w\" sizes=\"(max-width: 958px) 100vw, 958px\" \/>\u0412 \u043f\u0435\u0440\u0432\u0443\u044e \u043e\u0447\u0435\u0440\u0435\u0434\u044c, BigQuery \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u0440\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0435 \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0430\u0436\u043d\u044b\u0445 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\u0437\u0430\u0442\u0440\u0430\u0442, \u0447\u0435\u0433\u043e \u043d\u0435 \u043c\u043e\u0433\u043b\u0430 \u0434\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u043e\u0442 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0433\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0434\u0430\u043d\u043d\u044b\u0445. \u00ab\u041c\u044b \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u043d\u0430\u0448\u0443 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u043f\u0435\u0440\u0435\u0439\u0434\u044f \u043e\u0442 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0432 Google Cloud BigQuery\u00bb, &#8212; \u0441\u043e\u043e\u0431\u0449\u0438\u043b \u041c\u0430\u0439\u043a\u043b \u041e\u043d\u0434\u0435\u0440\u0441, \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440 \u043f\u043e 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\u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u044e\u0442 \u0441\u0432\u043e\u0439 \u0431\u0438\u0437\u043d\u0435\u0441 \u0432 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0439.<\/span><\/p>\n<p><b>\u0418\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u044f \u0443\u043f\u0440\u043e\u0449\u0430\u0435\u0442 \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0438 \u0443\u043b\u0443\u0447\u0448\u0430\u0435\u0442 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0446\u0435\u043d<\/b><\/p>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-2729\" src=\"https:\/\/cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration.png\" alt=\"\" width=\"958\" height=\"370\" srcset=\"https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration.png 958w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-600x232.png 600w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-300x116.png 300w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-768x297.png 768w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-320x124.png 320w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-640x247.png 640w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-360x139.png 360w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-720x278.png 720w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-illustration-800x309.png 800w\" sizes=\"(max-width: 958px) 100vw, 958px\" \/>Google \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0443\u043f\u0440\u043e\u0449\u0430\u0442\u044c \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0430\u0446\u0438\u044e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e BigQuery. \u041d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u044b\u043b\u0438 \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0440\u0430\u043d\u0435\u0435, \u043f\u043e\u043c\u043e\u0433\u0430\u044e\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u0443\u044e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0443, \u0431\u044b\u0442\u044c \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u043c\u0438 \u0432 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0446\u0435\u043d \u0438 \u0443\u043f\u0440\u043e\u0449\u0430\u0442\u044c \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0432 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u0423\u043f\u0440\u043e\u0449\u0435\u043d\u043d\u0430\u044f \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0432 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435.<\/b><span style=\"font-weight: 400;\"> \u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0441\u0442\u0440\u043e \u043f\u0435\u0440\u0435\u043d\u043e\u0441\u0438\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0432 BigQuery \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u043e\u0431\u0449\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u043c\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 RedShift \u0438 S3 \u0434\u043b\u044f \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438. \u041c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0441 Amazon Redshift \u0438 Amazon S3 \u043f\u0440\u044f\u043c\u043e \u0432 BigQuery \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u043b\u0443\u0436\u0431\u044b \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 BigQuery, \u043f\u043e\u043c\u043e\u0433\u043b\u0430 \u0442\u0430\u043a\u0438\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c, \u043a\u0430\u043a John Lewis Partnership, Home Depot, Reddit \u0438 Discord, \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0441\u0432\u043e\u0439 \u0431\u0438\u0437\u043d\u0435\u0441, \u043e\u0441\u0432\u043e\u0431\u043e\u0434\u0438\u0432 \u0438\u0445 \u043e\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u043f\u043e \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438 \u0438\u0437 Teradata \u0438 Redshift.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00ab\u041c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u0441 Redshift \u043a BigQuery \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0430 \u043f\u043b\u0430\u043d \u043d\u0430 \u0438\u0433\u0440\u0443 \u043d\u0430\u0448\u0435\u0439 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438\u00bb, &#8212; \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u0421\u043f\u0435\u043d\u0441\u0435\u0440 \u0410\u0439\u0435\u043b\u043b\u043e, \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u0438 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0432 Discord. \u00ab\u041d\u0430\u043c \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u043f\u0440\u0435\u043e\u0434\u043e\u043b\u0435\u0442\u044c \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u0430, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0431\u0435\u0441\u0441\u0442\u0440\u0430\u0448\u043d\u043e \u0440\u0430\u0437\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u043d\u0430\u0448\u0435\u0433\u043e \u0431\u0438\u0437\u043d\u0435\u0441\u0430\u00bb.<img decoding=\"async\" class=\"aligncenter size-full wp-image-2730\" src=\"https:\/\/cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations.png\" alt=\"\" width=\"900\" height=\"279\" srcset=\"https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations.png 900w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-600x186.png 600w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-300x93.png 300w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-768x238.png 768w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-320x99.png 320w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-640x198.png 640w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-360x112.png 360w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-720x223.png 720w, https:\/\/dev.cloudfresh.com\/wp-content\/uploads\/2020\/04\/big-query-reservations-800x248.png 800w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u0413\u043e\u0442\u043e\u0432\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0446\u0435\u043d.<\/b><span style=\"font-weight: 400;\"> \u041a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u043d\u0443\u0436\u0434\u0430\u044e\u0442\u0441\u044f \u0442\u043e\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430 \u0446\u0435\u043d \u0434\u043b\u044f \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043d\u0435\u0434\u0430\u0432\u043d\u043e Google \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b BigQuery Reservations. \u0422\u0430\u043a\u0436\u0435 \u043e\u043d\u0438 \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0441\u0442\u044c \u0431\u0435\u0442\u0430 \u0432\u0435\u0440\u0441\u0438\u0438 BigQuery Flex Slots, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0442\u044c \u0438\u043b\u0438 \u0443\u043c\u0435\u043d\u044c\u0448\u0430\u0442\u044c \u0441\u043e\u0441\u0442\u0430\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 BigQuery, \u043d\u0435 \u043f\u0440\u0438\u043d\u043e\u0441\u044f \u0432\u0440\u0435\u0434\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f Flex Slots \u043f\u043e\u044f\u0432\u0438\u043b\u0430\u0441\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0441\u0442\u0438 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430 BigQuery \u0437\u0430 \u043a\u043e\u0440\u043e\u0442\u043a\u043e\u0435 \u0432\u0440\u0435\u043c\u044f &#8212; \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u0430 \u0441\u0435\u043a\u0443\u043d\u0434\u0443. \u042d\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0441\u043f\u0440\u043e\u0441 \u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0443 \u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0441\u043e\u0431\u044b\u0442\u0438\u044f, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a: \u0440\u043e\u0437\u043d\u0438\u0447\u043d\u044b\u0435 \u043f\u0440\u0430\u0437\u0434\u043d\u0438\u043a\u0438 \u0438 \u0437\u0430\u043f\u0443\u0441\u043a \u0438\u0433\u0440.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0422\u0430\u043a\u0436\u0435 Google \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0431\u044a\u044f\u0432\u0438\u043b \u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e\u0441\u0442\u0438 \u0431\u0435\u0442\u0430 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0441\u0442\u043e\u043b\u0431\u0446\u043e\u0432 \u0432 BigQuery. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u043e\u043c\u0443 \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0443 \u0434\u043e\u0441\u0442\u0443\u043f\u0430, \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u043d\u0443\u044e \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u043d\u043e \u0438 \u043a \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044e \u0438\/\u0438\u043b\u0438 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u043e\u0433\u043e \u0432 \u0441\u0442\u043e\u043b\u0431\u0446\u0430\u0445 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0414\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438. BigQuery BI Engine \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043e\u0431\u0449\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u043c. \u0422\u0430\u043a \u0447\u0442\u043e \u0442\u0435\u043f\u0435\u0440\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043c\u043e\u0433\u0443\u0442 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0438 \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u043d\u0430\u0431\u043e\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435, \u0441\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c \u043e\u0442\u0432\u0435\u0442\u0430 \u0432 2 \u0441\u0435\u043a\u0443\u043d\u0434\u044b \u0438 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u0430\u043d\u0435\u043b\u044c\u044e \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043e\u0442\u0447\u0435\u0442\u043d\u043e\u0441\u0442\u0438. \u0412\u043e\u0442 \u0447\u0442\u043e \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0435\u043b\u044c \u0421\u041c\u0418 Fortune 500, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0435 BI Engine: \u00ab\u0414\u043b\u044f \u0441\u0432\u043e\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0438\u043d\u0441\u0430\u0439\u0442\u043e\u0432 \u043d\u0430\u0448\u0438\u043c \u0440\u0435\u0434\u0430\u043a\u0442\u043e\u0440\u0430\u043c, \u0436\u0443\u0440\u043d\u0430\u043b\u0438\u0441\u0442\u0430\u043c \u0438 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0443, \u0434\u043b\u044f \u043d\u0430\u0441 \u0432\u0430\u0436\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u043e\u0442\u0432\u0435\u0442\u044b. \u041a\u0430\u043a \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u044b \u043d\u0430\u0447\u0430\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c BigQuery BI Engine, \u043c\u044b \u0443\u0432\u0438\u0434\u0435\u043b\u0438 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0438\u043c\u0435\u044e\u0449\u0438\u0445\u0441\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043f\u0430\u043d\u0435\u043b\u0435\u0439 Data Studio &#8212; \u0432\u0441\u0435 \u0444\u0438\u043b\u044c\u0442\u0440\u0443\u044e\u0442 \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u044e\u0442 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u043e\u043b\u044c\u043a\u043e \u0431\u044b\u0441\u0442\u0440\u043e, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u044d\u0442\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e. &#171;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412\u0441\u0435 \u044d\u0442\u0438 \u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u0438 \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435 \u043f\u043e\u043c\u043e\u0433\u0430\u044e\u0442 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c \u043b\u0435\u0433\u043a\u043e \u043d\u0430\u0447\u0430\u0442\u044c \u0441\u0432\u043e\u044e \u0446\u0438\u0444\u0440\u043e\u0432\u0443\u044e \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0435 \u0441\u0435\u043a\u0440\u0435\u0442, \u0447\u0442\u043e Google \u0432\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0432 \u043f\u0430\u0440\u0442\u043d\u0435\u0440\u0441\u043a\u0443\u044e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0443 \u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0438 \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0442\u043e\u0440\u0430\u043c\u0438 (GSI) \u0438 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043f\u0430\u0440\u0442\u043d\u0435\u0440\u0430\u043c\u0438, \u0447\u0442\u043e\u0431\u044b \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044e \u0435\u0449\u0435 \u043d\u0430 \u044d\u0442\u0430\u043f\u0435 \u0435\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u044b\u0435 \u0437\u043d\u0430\u043d\u0438\u044f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cloudfresh &#8212; \u044d\u0442\u043e \u0435\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043f\u0430\u0440\u0442\u043d\u0435\u0440 <a href=\"https:\/\/cloudfresh.com\/ru\/produkty\/google-cloud-platform\/\">Google Cloud<\/a> \u0441 5 \u0441\u0442\u0430\u0442\u0443\u0441\u0430\u043c\u0438 &#8212; Google Workspace (ex. G Suite), GCP, Google Maps Platform, Chrome Enterprise, Google for Education. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u043e\u043f\u044b\u0442\u0443 \u0432 cloud-\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u0445, \u043c\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c \u0441\u0430\u043c\u044b\u0435 \u0441\u043c\u0435\u043b\u044b\u0435 \u0432\u044b\u0437\u043e\u0432\u044b \u0431\u0438\u0437\u043d\u0435\u0441\u0430 \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Google Cloud.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041c\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u043c \u0441 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0441\u0435\u043a\u0442\u043e\u0440\u043e\u043c, \u0441\u0442\u0430\u0440\u0442\u0430\u043f\u0430\u043c\u0438, \u043c\u0430\u043b\u044b\u043c, \u0441\u0440\u0435\u0434\u043d\u0438\u043c \u0438 \u043a\u0440\u0443\u043f\u043d\u044b\u043c \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u043c, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0441 \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u043c\u0438 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0446\u0438\u044f\u043c\u0438 \u0432 \u0440\u0435\u0433\u0438\u043e\u043d\u0435 EMEA, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044f \u0438\u0445 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u043c\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043a\u043e\u043d\u0441\u0430\u043b\u0442\u0438\u043d\u0433\u043e\u043c \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u043e\u0439.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441\u0432\u043e\u0439 \u043f\u0443\u0442\u044c \u043a \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0438\u0437\u043d\u0435\u0441\u0430 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 Cloudfresh! \u041d\u0430\u0448\u0438 \u0441\u0435\u0440\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u044b \u043f\u0440\u043e\u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0438\u0440\u0443\u044e\u0442, \u043f\u0440\u043e\u0432\u0435\u0434\u0443\u0442 \u0432\u0441\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b <a href=\"https:\/\/cloudfresh.com\/ru\/produkty\/google-cloud-platform\/\">Google Cloud Platform<\/a>, \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0432\u043d\u0435\u0434\u0440\u0438\u0442\u044c \u0435\u0435 \u0432 \u0412\u0430\u0448\u0435\u0439 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u041a\u0430\u0436\u0434\u0430\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0430\u044f \u0432 \u0441\u0444\u0435\u0440\u0435 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0438\u0437 \u0441\u0432\u043e\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435\u0432\u0435\u0440\u043e\u044f\u0442\u043d\u0443\u044e \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c, \u0432\u0435\u0434\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0443\u044e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 Google Cloud. \u0412 \u0435\u0435 \u043e\u0441\u043d\u043e\u0432\u0435 \u043b\u0435\u0436\u0438\u0442 BigQuery &#8212; \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c, \u0432\u043d\u0435\u0434\u0440\u044f\u0442\u044c \u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0441 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0434\u043b\u044f \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c, \u043a\u0430\u043a \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0438\u0440\u0443\u044e\u0442\u0441\u044f, \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u044f \u0434\u043b\u044f \u0441\u0435\u0431\u044f [&hellip;]<\/p>\n","protected":false},"author":18,"featured_media":2731,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[3,97],"tags":[],"class_list":["post-2728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud-blog","category-google-cloud"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BigQuery. \u041f\u0443\u0442\u044c \u043a \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 - Cloudfresh<\/title>\n<meta name=\"description\" content=\"V tomto 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