{"id":26228,"date":"2023-06-08T19:00:36","date_gmt":"2023-06-08T15:30:36","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/"},"modified":"2023-06-08T19:00:36","modified_gmt":"2023-06-08T15:30:36","slug":"clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 ClickHouse: \u0645\u0642\u0627\u06cc\u0633\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627 MySQL"},"content":{"rendered":"<div data-article-id=\"1410962\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%81%D9%87%D8%B1%D8%B3%D8%AA_%D9%85%D8%B7%D8%A7%D9%84%D8%A8\" >\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%85%D8%B9%D8%B1%D9%81%DB%8C\" >\u0645\u0639\u0631\u0641\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#OLTP\" >OLTP<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#OLAP\" >OLAP<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#MySQL\" >MySQL<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%DA%A9%D9%84%DB%8C%DA%A9_%D9%87%D8%A7%D9%88%D8%B3\" >\u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%85%D8%B7%D8%A7%D9%84%D8%B9%D9%87_%D9%85%D9%88%D8%B1%D8%AF%DB%8C_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87\" >\u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#ClickBench_%D9%85%D8%B9%DB%8C%D8%A7%D8%B1%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AA%D8%AD%D9%84%DB%8C%D9%84%DB%8C\" >ClickBench: \u0645\u0639\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C\" >\u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A7%D9%87%D8%AF%D8%A7%D9%81\" >\u0627\u0647\u062f\u0627\u0641<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%AA%DA%A9%D8%B1%D8%A7%D8%B1%D9%BE%D8%B0%DB%8C%D8%B1%DB%8C\" >\u062a\u06a9\u0631\u0627\u0631\u067e\u0630\u06cc\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%85%D8%B4%D8%AE%D8%B5%D8%A7%D8%AA_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85\" >\u0645\u0634\u062e\u0635\u0627\u062a \u0633\u06cc\u0633\u062a\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%AC%D8%B1%DB%8C%D8%A7%D9%86_%D9%85%D8%B9%DB%8C%D8%A7%D8%B1\" >\u062c\u0631\u06cc\u0627\u0646 \u0645\u0639\u06cc\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88%D9%87%D8%A7\" >\u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%86%D8%AA%D8%A7%DB%8C%D8%AC\" >\u0646\u062a\u0627\u06cc\u062c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A8%D8%A7%D8%B1_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\" >\u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%D9%87_%D8%AC%D8%AF%D9%88%D9%84\" >\u0627\u0646\u062f\u0627\u0632\u0647 \u062c\u062f\u0648\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%DA%A9%D9%88%D8%A6%D8%B1%DB%8C_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%AE%D9%88%D8%A7%D9%86%DB%8C%D8%AF\" >\u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D8%A8%D9%87_%D8%B1%D9%88%D8%B2_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/nabfollower.com\/blog\/clickhouse-advanced-tutorial-performance-comparison-with-mysql-2cj2\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%81%D9%87%D8%B1%D8%B3%D8%AA_%D9%85%D8%B7%D8%A7%D9%84%D8%A8\"><\/span>\n<p>  \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> 1. \u0645\u0639\u0631\u0641\u06cc<\/p>\n<p>       1.1.  OLTP<\/p>\n<p>       1.2.  OLAP<\/p>\n<p>       1.3.  MySQL<\/p>\n<p>       1.4.  \u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633<br \/> 2. \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc<\/p>\n<p>       2.5.  \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u06cc\u0633\u062a\u0645<\/p>\n<p>       2.6.  \u062c\u0631\u06cc\u0627\u0646 \u0645\u0639\u06cc\u0627\u0631<\/p>\n<p>       2.7.  \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627<br \/> 3. \u0646\u062a\u0627\u06cc\u062c<\/p>\n<p>       3.8.  \u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<\/p>\n<p>       3.9.  \u0627\u0646\u062f\u0627\u0632\u0647 \u062c\u062f\u0648\u0644<\/p>\n<p>       3.10.  \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f<\/p>\n<p>       3.11.  \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648<br \/> 4. \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/p>\n<p>  <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B9%D8%B1%D9%81%DB%8C\"><\/span>\n<p>  \u0645\u0639\u0631\u0641\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u06cc\u0686 \u0686\u06cc\u0632 \u06a9\u0627\u0645\u0644 \u0646\u06cc\u0633\u062a.  \u0627\u0632 \u0646\u0638\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u060c \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u0627\u0631 \u0648 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0633\u062a\u0642\u0631 \u0634\u062f\u0647 \u062e\u0648\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u06af\u0627\u0645 \u062d\u06cc\u0627\u062a\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u060c \u0634\u0646\u0627\u062e\u062a \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u0636\u0639\u0641 \u0648 \u0646\u062d\u0648\u0647 \u0628\u0631\u062e\u0648\u0631\u062f \u0628\u0627 \u0622\u0646\u0647\u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 OLAP \u0648 MySQL OLTP \u0645\u0642\u0627\u06cc\u0633\u0647 \u062e\u0648\u0627\u0647\u0645 \u06a9\u0631\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0634\u0631\u0627\u06cc\u0637 \u0648 \u062e\u0648\u0627\u0633\u062a\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0628\u0647\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645.  \u0642\u0628\u0644 \u0627\u0632 \u067e\u0631\u0634 \u0628\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0627\u0635\u0644\u06cc\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f OLTP\u060c OLAP\u060c MySQL \u0648 ClickHouse \u0631\u0627 \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u0645.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"OLTP\"><\/span>\n<p>  OLTP<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>OLTP \u0645\u062e\u0641\u0641 Online Transaction Processing \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0648\u0632\u0627\u0646\u0647 \u0645\u0627\u0646\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u0641\u0627\u0631\u0634\u0627\u062a \u0648 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0634\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  OLTP \u0628\u0631\u0627\u06cc \u062a\u0631\u0627\u06a9\u0646\u0634 \u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647 \u0648 \u0633\u0631\u06cc\u0639 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u0632\u0645\u0627\u0646 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0633\u0631\u06cc\u0639 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0635\u062d\u062a \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0631\u0627\u0647\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"OLAP\"><\/span>\n<p>  OLAP<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>OLAP \u0645\u062e\u0641\u0641 Online Analytical Processing \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u06cc\u0646 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0646\u0638\u0631\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0646\u062f \u0648 \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f.  OLAP \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u06cc\u0646\u0634 \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u0633\u0646\u062a\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"MySQL\"><\/span>\n<p>  MySQL<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MySQL \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u062a\u0648\u0633\u0637 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  MySQL \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062c\u062f\u0627\u0648\u0644 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u06a9\u0646\u0646\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u062d\u0631\u06a9 \u0647\u0627\u060c \u0631\u0648\u06cc\u0647 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0648 \u0646\u0645\u0627\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.  MySQL \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u0648 \u062f\u0627\u0631\u0627\u06cc \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%A9%D9%84%DB%8C%DA%A9_%D9%87%D8%A7%D9%88%D8%B3\"><\/span>\n<p>  \u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ClickHouse \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0633\u062a\u0648\u0646 \u06af\u0631\u0627 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 Yandex \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<br \/>ClickHouse \u0627\u0632 \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u0627\u0646\u0646\u062f SQL \u0628\u0631\u0627\u06cc \u062c\u0633\u062a \u0648 \u062c\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d\u060c \u0631\u0634\u062a\u0647 \u0647\u0627\u060c \u062a\u0627\u0631\u06cc\u062e \u0647\u0627 \u0648 \u0634\u0646\u0627\u0648\u0631\u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0648 \u062a\u062d\u0645\u0644 \u062e\u0637\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 \u062a\u06a9\u0631\u0627\u0631 \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0627 \u0645\u0631\u0627\u062c\u0639\u0647 \u0628\u0647 \u0642\u0633\u0645\u062a \u0627\u0648\u0644 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0642\u0627\u06cc\u0633\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B7%D8%A7%D9%84%D8%B9%D9%87_%D9%85%D9%88%D8%B1%D8%AF%DB%8C_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87\"><\/span>\n<p>  \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0627\u0632 \u0631\u0648\u0634 \u0645\u062e\u0632\u0646 Clickbench \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc \u067e\u06cc\u0631\u0648\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0645.  \u0627\u0632 <em>\u0628\u0627\u0632\u062f\u06cc\u062f<\/em> \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0632 \u062b\u0628\u062a \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648\u0627\u0642\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648\u0628 \u062c\u0647\u0627\u0646. <code>hits<\/code> \u0634\u0627\u0645\u0644 \u062d\u062f\u0648\u062f 100 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0631\u062f\u06cc\u0641 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u06cc\u0632 \u062a\u062e\u062a.  \u0627\u06cc\u0646 \u0645\u062e\u0632\u0646 \u0628\u06cc\u0634 \u0627\u0632 20 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u0632\u0645\u0627\u0646 \u0633\u067e\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc 43 \u067e\u0631\u0633 \u0648 \u062c\u0648 OLAP \u0648 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0627\u0634\u063a\u0627\u0644 \u0634\u062f\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u062a\u062c\u0633\u0645 \u0634\u062f\u0647 \u0622\u0646\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"ltag-github-readme-tag\">\n<div class=\"readme-overview\">\n<h3><span class=\"ez-toc-section\" id=\"ClickBench_%D9%85%D8%B9%DB%8C%D8%A7%D8%B1%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AA%D8%AD%D9%84%DB%8C%D9%84%DB%8C\"><\/span>\n<p>      ClickBench: \u0645\u0639\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc<br \/>\n    <span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/p><\/div>\n<div class=\"ltag-github-body\">\n<div id=\"readme\" class=\"md\" data-path=\"README.md\">\n<article class=\"markdown-body entry-content container-lg\" itemprop=\"text\">\n<p dir=\"auto\">https:\/\/benchmark.clickhouse.com\/<\/p>\n<p dir=\"auto\">\u0628\u062d\u062b: https:\/\/news.ycombinator.com\/item?id=32084571<\/p>\n<h2 dir=\"auto\"><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C\"><\/span>\n<p>\u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p dir=\"auto\">\u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u062d\u062c\u0645 \u06a9\u0627\u0631 \u0645\u0639\u0645\u0648\u0644\u06cc \u0631\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f: \u062a\u062d\u0644\u06cc\u0644 \u062c\u0631\u06cc\u0627\u0646 \u06a9\u0644\u06cc\u06a9 \u0648 \u062a\u0631\u0627\u0641\u06cc\u06a9\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u0628\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u0627\u0634\u06cc\u0646\u060c \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u060c \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627.  \u0627\u06cc\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc \u062f\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0642\u062a \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p dir=\"auto\">\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0632 \u062b\u0628\u062a \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648\u0627\u0642\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648\u0628 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0646\u0627\u0634\u0646\u0627\u0633 \u0627\u0633\u062a.  \u0645\u062c\u0645\u0648\u0639\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0646\u0639\u06a9\u0633 \u06a9\u0631\u062f\u0646 \u0628\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0648\u0627\u0642\u0639 \u0628\u06cc\u0646\u0627\u0646\u0647 \u0628\u062f\u0627\u0647\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0646\u06cc\u0633\u062a\u0646\u062f.<\/p>\n<h2 dir=\"auto\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%87%D8%AF%D8%A7%D9%81\"><\/span>\n<p>\u0627\u0647\u062f\u0627\u0641<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p dir=\"auto\">\u0627\u0647\u062f\u0627\u0641 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<h3 dir=\"auto\"><span class=\"ez-toc-section\" id=\"%D8%AA%DA%A9%D8%B1%D8%A7%D8%B1%D9%BE%D8%B0%DB%8C%D8%B1%DB%8C\"><\/span>\n<p>\u062a\u06a9\u0631\u0627\u0631\u067e\u0630\u06cc\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p dir=\"auto\">\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0633\u0631\u0639\u062a \u0647\u0631 \u062a\u0633\u062a \u0631\u0627 \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0632 20 \u062f\u0642\u06cc\u0642\u0647 (\u0627\u06af\u0631\u0686\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0686\u0646\u062f\u06cc\u0646 \u0633\u0627\u0639\u062a \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f) \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0646\u06cc\u0645\u0647 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f.  \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0645\u0633\u062a\u0646\u062f \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u0632 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u0627\u0628\u0631\u06cc \u0627\u0631\u0632\u0627\u0646 \u0642\u06cc\u0645\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0633\u062a \u062f\u0631 \u0642\u0627\u0644\u0628 \u06cc\u06a9 \u067e\u0648\u0633\u062a\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0645\u0633\u062a\u0646\u062f \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647\u2026<\/p>\n<\/article>\n<\/div><\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f ClickHouse \u0648 MySQL \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635\u060c \u0645\u0646 10 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0631\u062f\u06cc\u0641 \u0627\u0632 \u062c\u062f\u0648\u0644 \u0631\u0627 \u062c\u062f\u0627 \u06a9\u0631\u062f\u0645 \u0648 \u0628\u0631\u062e\u06cc \u0627\u0632 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u0638\u0631 \u0645\u0627 \u0631\u0627 \u0648\u0627\u0636\u062d \u062a\u0631 \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u067e\u0631\u0633\u200c\u0648\u200c\u062c\u0648\u0647\u0627 \u0639\u0645\u062f\u062a\u0627\u064b \u0628\u0647 \u0631\u0648\u0634 OLAP \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0622\u0646\u0647\u0627 \u0641\u0642\u0637 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a ClickHouse \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 MySQL \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f (\u06cc\u0639\u0646\u06cc MySQL \u062f\u0631 \u062a\u0645\u0627\u0645 \u0622\u0646 \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627 \u0636\u0631\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f).  \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c \u0645\u0646 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0639\u06a9\u0633 \u0622\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0646\u062f (\u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc OLTP).  \u0627\u06af\u0631\u0686\u0647 \u0645\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0648 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u062d\u062f\u0648\u062f \u06a9\u0631\u062f\u0647 \u0627\u0645\u060c \u0627\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0641\u0647\u0648\u0645 \u0631\u0627 \u0628\u0647 \u0633\u0627\u06cc\u0631 DBMS \u0647\u0627\u06cc \u0631\u062f\u06cc\u0641 \u06af\u0631\u0627 \u0648 \u0633\u062a\u0648\u0646 \u06af\u0631\u0627 \u062a\u0639\u0645\u06cc\u0645 \u062f\u0647\u06cc\u062f.<\/p>\n<p><em><strong>\u0633\u0644\u0628 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a:<\/strong> \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u062a\u0646\u0647\u0627 \u062a\u0641\u0627\u0648\u062a \u0627\u0635\u0644\u06cc \u0628\u06cc\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0633\u062a\u0648\u0646 \u0645\u062d\u0648\u0631 \u0648 \u0631\u062f\u06cc\u0641 \u06af\u0631\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0646\u0647\u0627 \u0631\u0648\u0634\u0646 \u0645\u06cc \u06a9\u0646\u062f.  \u0646\u0628\u0627\u06cc\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0631\u062c\u0639\u06cc \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u062f.  \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.<\/em><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B4%D8%AE%D8%B5%D8%A7%D8%AA_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85\"><\/span>\n<p>  \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u06cc\u0633\u062a\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0627 \u0645\u0634\u062e\u0635\u0627\u062a \u0632\u06cc\u0631 \u0646\u0635\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<ul>\n<li>CPU: Intel\u00ae Core\u2122 i7-10510U CPU @ 1.80GHz \u00d7 8<\/li>\n<li>\u0631\u0645: 16 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a<\/li>\n<li>\u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc: 256 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a SSD<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AC%D8%B1%DB%8C%D8%A7%D9%86_%D9%85%D8%B9%DB%8C%D8%A7%D8%B1\"><\/span>\n<p>  \u062c\u0631\u06cc\u0627\u0646 \u0645\u0639\u06cc\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u062c\u062f\u0648\u0644 \u0628\u0627 DDL \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627 (<code>hits.tsv<\/code>) \u062f\u0631 \u062c\u062f\u0648\u0644 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f \u0648 \u0632\u0645\u0627\u0646 \u0622\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0632\u0645\u0627\u0646 \u0633\u067e\u0631\u06cc \u0634\u062f\u0647 \u0647\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88%D9%87%D8%A7\"><\/span>\n<p>  \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0634\u0645\u0627\u0631\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648<\/th>\n<th>\u0628\u06cc\u0627\u0646\u06cc\u0647<\/th>\n<th>\u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1<\/td>\n<td><code>SELECT COUNT(*) FROM hits;<\/code><\/td>\n<td>OLAP<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td><code>SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;<\/code><\/td>\n<td>OLAP<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td><code>SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate &gt;= '2013-07-01' AND EventDate &lt;= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND URL &lt;&gt; '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;<\/code><\/td>\n<td>OLAP<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td><code>SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;<\/code><\/td>\n<td>OLAP<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td><code>SELECT EventTime, WatchID  FROM hits WHERE CounterID = 38 AND EventDate=\"2013-07-15\" AND UserID = '1387668437822950552' AND WatchID = '8899477221003616239';<\/code><\/td>\n<td>OLTP<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td><code>SELECT Title, URL, Referer  FROM hits WHERE CounterID = 38 AND EventDate=\"2013-07-15\" AND UserID = '1387668437822950552' AND WatchID = '8899477221003616239';<\/code><\/td>\n<td>OLTP<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td><code>UPDATE hits SET Title=\"my title\", URL='my url', Referer=\"my referer\" WHERE CounterID = 38 AND EventDate=\"2013-07-15\" AND UserID = '1387668437822950552' AND WatchID = '8899477221003616239';<\/code><\/td>\n<td>OLTP<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%D8%A7%DB%8C%D8%AC\"><\/span>\n<p>  \u0646\u062a\u0627\u06cc\u062c<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u062f\u0631 \u0686\u0647\u0627\u0631 \u062f\u0633\u062a\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u062e\u0648\u0627\u0647\u0645 \u06a9\u0631\u062f:<\/p>\n<ul>\n<li>\u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<\/li>\n<li>\u0627\u0646\u062f\u0627\u0632\u0647 \u062c\u062f\u0648\u0644<\/li>\n<li>\u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f<\/li>\n<li>\u0627\u062c\u0631\u0627\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc: \u0645\u0646 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc (\u067e\u0631\u0633\u0645\u0627\u0646 \u0634\u0645\u0627\u0631\u0647 7) \u0628\u0647 \u0637\u0648\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u062d\u062b \u06a9\u0631\u062f\u0647 \u0627\u0645 \u0632\u06cc\u0631\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u062d\u062b \u0648 \u062a\u0648\u062c\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%D8%A7%D8%B1_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>\n<p>  \u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633<\/th>\n<th>MySQL<\/th>\n<th>\u0646\u0633\u0628\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u062f\u0647\u0647 65<\/strong><\/td>\n<td>11 \u0645\u062a\u0631 35 \u062b\u0627\u0646\u06cc\u0647<\/td>\n<td>x10.7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0628\u0647 \u0644\u0637\u0641 LSM \u0648 \u0634\u0627\u062e\u0635 \u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0646\u062f\u0647\u060c \u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc ClickHouse \u0628\u0633\u06cc\u0627\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 MySQL \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 BTree \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062f\u0631\u062c \u0647\u0627\u06cc ClickHouse \u062f\u0631 \u062f\u0631\u062c \u0647\u0627\u06cc \u0627\u0646\u0628\u0648\u0647 \u0628\u0647 \u062c\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062f\u0631\u062c \u0647\u0627\u06cc \u0645\u0646\u0641\u0631\u062f \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0631\u0641\u062a\u0627\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0648\u0627\u0642\u0639\u06cc\u062a \u0646\u0627\u0634\u06cc \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0631\u062c \u0642\u0637\u0639\u0627\u062a \u062a\u063a\u06cc\u06cc\u0631\u0646\u0627\u067e\u0630\u06cc\u0631 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062a\u0645\u0627\u06cc\u0644\u06cc \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u060c \u062d\u0630\u0641 \u06cc\u0627 \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0646 \u0628\u0631\u0627\u06cc \u0686\u0646\u062f \u0631\u062f\u06cc\u0641 \u0646\u062f\u0627\u0631\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%D9%87_%D8%AC%D8%AF%D9%88%D9%84\"><\/span>\n<p>  \u0627\u0646\u062f\u0627\u0632\u0647 \u062c\u062f\u0648\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633 (\u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a)<\/th>\n<th>MySQL (GiB)<\/th>\n<th>\u0646\u0633\u0628\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>1.3<\/strong><\/td>\n<td>6.32<\/td>\n<td>x4.86<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0633\u0627\u062e\u062a\u0627\u0631 \u0633\u062a\u0648\u0646 \u06af\u0631\u0627 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f <em>\u0645\u062a\u0631\u0627\u06a9\u0645 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/em>\u060c \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u062f\u06cc\u0641 \u06af\u0631\u0627 \u0645\u0648\u062c\u0648\u062f \u0646\u06cc\u0633\u062a.  \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 ClickHouse \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062a\u06cc\u0645 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0644\u0637\u0641 \u0639\u0645\u0644\u06cc \u06a9\u0646\u062f \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%DA%A9%D9%88%D8%A6%D8%B1%DB%8C_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%AE%D9%88%D8%A7%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0634\u0645\u0627\u0631\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648<\/th>\n<th>\u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633 (\u0647\u0627)<\/th>\n<th>MySQL (\u0647\u0627\u06cc)<\/th>\n<th>\u0646\u0633\u0628\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1<\/td>\n<td><strong>0.005<\/strong><\/td>\n<td>7.79<\/td>\n<td>x1558<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td><strong>0.030<\/strong><\/td>\n<td>16.0<\/td>\n<td>x533.3<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td><strong>0.193<\/strong><\/td>\n<td>4.35<\/td>\n<td>x22.5<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td><strong>2.600<\/strong><\/td>\n<td>180.93<\/td>\n<td>x69.58<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>0.01<\/td>\n<td><strong>0.00<\/strong><\/td>\n<td>x0<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>0.011<\/td>\n<td><strong>0.00<\/strong><\/td>\n<td>x0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0634\u0627\u062e\u0635 \u067e\u0631\u0627\u06a9\u0646\u062f\u0647 ClickHouse \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0633\u062a\u0648\u0646 \u06af\u0631\u0627 \u062f\u0631 \u062a\u0645\u0627\u0645 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc OLAP (\u0627\u0639\u062f\u0627\u062f 1 \u062a\u0627 4) \u0627\u0632 MySQL \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.  \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 BI \u0648 \u062a\u062d\u0644\u06cc\u0644\u06af\u0631\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0632 ClickHouse \u0628\u0631\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u0647\u0627\u06cc \u0631\u0648\u0632\u0627\u0646\u0647 \u062e\u0648\u062f \u0631\u0627\u0636\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c MySQL \u062f\u0631 \u0646\u0628\u0631\u062f \u067e\u06cc\u0631\u0648\u0632 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0646\u0648\u0628\u062a \u0628\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc OLTP \u0645\u06cc \u0631\u0633\u062f (\u0634\u0645\u0627\u0631\u0647 5 \u0648 6).  Btree (\u062a\u062c\u0647\u06cc\u0632 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 MySQL) \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u0646\u0642\u0637\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062a\u0631\u0627\u06a9\u0646\u0634 \u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc \u06a9\u0645\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87_%D8%B1%D9%88%D8%B2_%D8%B1%D8%B3%D8%A7%D9%86%DB%8C_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88\"><\/span>\n<p>  \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc (\u0634\u0645\u0627\u0631\u0647 7)\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u062a\u0641\u0627\u0648\u062a \u0631\u0627 \u062f\u0631 ClickHouse \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645 \u0632\u06cc\u0631\u0627 \u0627\u0632 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0628\u0647 \u0631\u0648\u0634 \u0633\u0627\u062f\u0647 \u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f. <code>Alter<\/code> \u062f\u0633\u062a\u0648\u0631 \u0628\u0627\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">ALTER<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">hits<\/span> <span class=\"k\">UPDATE<\/span> <span class=\"n\">JavaEnable<\/span><span class=\"o\">=<\/span><span class=\"mi\">0<\/span> <span class=\"k\">WHERE<\/span> <span class=\"n\">CounterID<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">38<\/span> <span class=\"k\">AND<\/span> <span class=\"n\">EventDate<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'2013-07-15'<\/span> <span class=\"k\">AND<\/span> <span class=\"n\">UserID<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'1387668437822950552'<\/span> <span class=\"k\">AND<\/span> <span class=\"n\">WatchID<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'8899477221003616239'<\/span><span class=\"p\">;<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c ClickHouse \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0646\u0627\u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0641\u0648\u0631\u0627\u064b \u0628\u0647 \u0646\u062a\u06cc\u062c\u0647 \u0628\u0631\u0633\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f <code>optimize<\/code> \u062f\u0633\u062a\u0648\u0631:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"n\">OPTIMIZE<\/span> <span class=\"k\">TABLE<\/span> <span class=\"n\">hits<\/span> <span class=\"k\">FINAL<\/span><span class=\"p\">;<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0639\u0628\u0627\u0631\u062a \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0634\u0645\u0627\u0631\u0647 7 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u062c\u062f\u0648\u0644 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0628\u0631\u0627\u06cc MySQL \u0648 \u062f\u0648 \u0639\u0628\u0627\u0631\u062a SQL \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc ClickHouse\u060c \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0632\u06cc\u0631 \u0645\u06cc \u0631\u0633\u06cc\u0645:<\/p>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0634\u0645\u0627\u0631\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648<\/th>\n<th>\u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633 (\u0647\u0627)<\/th>\n<th>MySQL (\u0647\u0627\u06cc)<\/th>\n<th>\u0646\u0633\u0628\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7<\/td>\n<td>26<\/td>\n<td><strong>0.00<\/strong><\/td>\n<td>0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u0628\u0627\u0632 \u0647\u0645\u060c \u062a\u0646\u0641\u0631 \u0627\u0632 \u062c\u0647\u0634 ClickHouse \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 MySQL\u060c \u0628\u0631\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0647\u0645\u200c\u0632\u0645\u0627\u0646 (\u0648 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0634\u0627\u0628\u0647 \u062d\u0630\u0641\u200c\u0647\u0627) \u0628\u0627\u0632\u0646\u062f\u0647 \u0628\u0627\u0634\u062f.  \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f deduplication \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ReplacingMergeTree \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.  \u0645\u0646\u0627\u0628\u0639 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0628\u06cc\u0627\u0628\u06cc\u062f:<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc MySQL \u0648 ClickHouse \u0631\u0627 \u0645\u062d\u06a9 \u0632\u062f\u0645 \u062a\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u0636\u0639\u0641 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0645\u0627 \u062f\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u0631\u0627\u0647 \u062d\u0644 \u0645\u0646\u0627\u0633\u0628 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.  \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647:<\/p>\n<ul>\n<li>MySQL \u062f\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc pointy \u0648 OLTP \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>ClickHoues \u062f\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc OLAP \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>ClickHouse \u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0648 \u062d\u0630\u0641 \u0645\u06a9\u0631\u0631 \u0637\u0631\u0627\u062d\u06cc \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.  \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc deduplication \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u06cc\u062f.<\/li>\n<li>ClickHouse \u0628\u0647 \u0644\u0637\u0641 \u0633\u0627\u062e\u062a\u0627\u0631 \u0633\u062a\u0648\u0646 \u06af\u0631\u0627\u060c \u0647\u0632\u06cc\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0627\u0646\u0628\u0648\u0647 \u062f\u0631\u062c\u200c\u0647\u0627\u06cc ClickHouse \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u0628\u0647\u062a\u0631 \u0627\u0632 MySQL \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<\/ul><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628 1. \u0645\u0639\u0631\u0641\u06cc 1.1. OLTP 1.2. OLAP 1.3. MySQL 1.4. \u06a9\u0644\u06cc\u06a9 \u0647\u0627\u0648\u0633 2. \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc 2.5. \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u06cc\u0633\u062a\u0645 2.6. \u062c\u0631\u06cc\u0627\u0646 \u0645\u0639\u06cc\u0627\u0631 2.7. \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627 3. \u0646\u062a\u0627\u06cc\u062c 3.8. \u0628\u0627\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 3.9. \u0627\u0646\u062f\u0627\u0632\u0647 \u062c\u062f\u0648\u0644 3.10. \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f 3.11. \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 4. \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc \u0645\u0639\u0631\u0641\u06cc \u0647\u06cc\u0686 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":26230,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-26228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/26228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=26228"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/26228\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/26230"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=26228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=26228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=26228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}