{"id":669,"date":"2024-04-17T13:08:36","date_gmt":"2024-04-17T10:08:36","guid":{"rendered":"https:\/\/aristov.tech\/blog\/?p=669"},"modified":"2024-10-07T14:48:42","modified_gmt":"2024-10-07T11:48:42","slug":"sql-vs-nosql","status":"publish","type":"post","link":"https:\/\/aristov.tech\/blog\/sql-vs-nosql\/","title":{"rendered":"SQL vs NoSQL"},"content":{"rendered":"\n<p>\u0421\u0442\u0430\u0442\u044c\u044f \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 <a href=\"https:\/\/youtu.be\/emJ8orM55cM\">\u0448\u0435\u0441\u0442\u043e\u043c \u0432\u0438\u0434\u0435\u043e <\/a>\u0438\u0437 30 \u0442\u0435\u043c <a href=\"https:\/\/aristov.tech\/blog\/kurs-sql-c-0\/\">\u043a\u0443\u0440\u0441\u0430 SQL c 0<\/a> \u043e\u0442 \u0410\u0440\u0438\u0441\u0442\u043e\u0432\u0430 \u0415\u0432\u0433\u0435\u043d\u0438\u044f. \u0421\u0441\u044b\u043b\u043a\u0438 \u043d\u0430 \u0432\u0438\u0434\u0435\u043e \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u0445 <a href=\"https:\/\/rutube.ru\/video\/74a29327d8508382e29007ae711d0eff\/\">RUTUBE<\/a> \u0438 <a href=\"https:\/\/vk.com\/video-212716752_456239029\">VK \u0432\u0438\u0434\u0435\u043e<\/a>.<\/p>\n\n\n\n<p>\u0412 \u043f\u0440\u043e\u0448\u043b\u044b\u0445 \u0441\u0442\u0430\u0442\u044c\u044f\u0445 \u043c\u044b \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043b\u0438 <a href=\"https:\/\/aristov.tech\/blog\/relational-model\/\">\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c<\/a> \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, <a href=\"https:\/\/aristov.tech\/blog\/normalnye-formy-proektirovanie\/\">\u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u044b<\/a> \u0438 \u0434\u0440\u0443\u0433\u043e\u0435. \u0412\u0441\u0451 \u044d\u0442\u043e \u043e\u0442\u043d\u043e\u0441\u0438\u043b\u043e\u0441\u044c \u043a SQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c. \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u0443\u0437\u043d\u0430\u0435\u043c \u043e NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0445.<\/p>\n\n\n\n<p class=\"has-x-large-font-size\"><strong>RDBMS<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/en.m.wikipedia.org\/wiki\/Relational_database#RDBMS\">RDBMS<\/a> &#8212; Relational Database Management System &#8212; \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/p>\n\n\n\n<p>\u0425\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 RDBMS:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0421\u043f\u043e\u0441\u043e\u0431 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0441 \u0431\u0430\u0437\u043e\u0439 \u0434\u0430\u043d\u043d\u044b\u0445 &#8212; SQL<\/li>\n\n\n\n<li>\u0412\u043d\u0443\u0442\u0440\u0438 \u0431\u0430\u0437\u044b \u0432\u0441\u0451 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0430\u0445 (relation)<\/li>\n\n\n\n<li>ACID &#8212; \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445. <a href=\"https:\/\/aristov.tech\/blog\/tranzakczii-v-postgresql\/\">\u0422\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0438<\/a> \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044f\u0442 \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043d\u043e\u0433\u043e \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u0432 \u0434\u0440\u0443\u0433\u043e\u0435, \u043d\u0435 \u043c\u0435\u0448\u0430\u044f \u0434\u0440\u0443\u0433 \u0434\u0440\u0443\u0433\u0443.<\/li>\n\n\n\n<li>\u041f\u043b\u043e\u0445\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u0442\u0441\u044f (\u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e)<\/li>\n<\/ul>\n\n\n\n<p>\u041f\u0440\u0438\u043c\u0435\u0440\u044b RDBMS: Oracle, MSSQL, SQL Lite, MySQL, PostgreSQL<\/p>\n\n\n\n<p class=\"has-x-large-font-size\"><strong>\u0418\u0441\u0442\u043e\u0440\u0438\u044f \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0421\u0423\u0411\u0414<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"687\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19-1024x687.png\" alt=\"\" class=\"wp-image-670\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19-1024x687.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19-300x201.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19-768x515.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19.png 1218w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u041a\u0430\u043a \u0432\u0438\u0434\u043d\u043e \u0438\u0437 \u0441\u0445\u0435\u043c\u044b, Oracle &#8212; \u043e\u0434\u043d\u0430 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0434\u043e\u043b\u0433\u043e \u0436\u0438\u0432\u0443\u0449\u0438\u0445 \u0421\u0423\u0411\u0414. \u0422\u0430\u043a\u0436\u0435 \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0440\u044f\u0434\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 DB2. <\/p>\n\n\n\n<p>\u041f\u0438\u043a MySQL \u043f\u0440\u0438\u0448\u0451\u043b\u0441\u044f \u043d\u0430 1999-2003 \u0433\u043e\u0434\u044b, \u0447\u0442\u043e \u0441\u0432\u044f\u0437\u0430\u043d\u043e \u0441 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u043c \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435\u043c \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430 \u0432 \u0442\u043e\u0442 \u043f\u0435\u0440\u0438\u043e\u0434 \u0438 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u043e\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0441 perl \u0438 php. \u0412 \u0446\u0435\u043b\u043e\u043c \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c MySQL \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u0438\u0437 \u0437\u0430 <a href=\"https:\/\/ru.wikipedia.org\/wiki\/LAMP\">LAMP<\/a> \u0441\u0442\u0435\u043a\u0430. <\/p>\n\n\n\n<p>\u0412 1996 \u0432 PostgreSQL \u0431\u044b\u043b \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d SQL (\u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u043e\u0431 <a href=\"https:\/\/aristov.tech\/blog\/relational-model\/\">\u0438\u0441\u0442\u043e\u0440\u0438\u0438 PostgreSQL<\/a>). <\/p>\n\n\n\n<p>\u041f\u043e\u0441\u043b\u0435 2000 \u0433\u043e\u0434\u0430 \u0441\u0442\u0430\u043b\u0438 \u043f\u043e\u044f\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0442 \u043a\u0430\u043a\u0438\u0435-\u0442\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0443\u0437\u043a\u043e\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u043c\u0443\u043b\u044c\u0442\u0438\u043a\u043e\u043c\u0431\u0430\u0439\u043d\u044b RDBMS.<\/p>\n\n\n\n<p class=\"has-x-large-font-size\"><strong>\u0420\u0435\u0439\u0442\u0438\u043d\u0433 \u0421\u0423\u0411\u0414<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/db-engines.com\/en\/ranking\">\u0417\u0434\u0435\u0441\u044c<\/a> \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0435\u0439\u0442\u0438\u043d\u0433 \u0421\u0423\u0411\u0414, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0435\u0436\u0435\u043c\u0435\u0441\u044f\u0447\u043d\u043e. \u041f\u043e \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044e \u043d\u0430 \u043c\u0430\u0440\u0442 2024 \u0433\u043e\u0434\u0430, \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f &#8212; Oracle \u0438 MySQL &#8212; \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043d\u0430 \u0442\u043e\u043f\u043e\u0432\u044b\u0445 \u043f\u043e\u0437\u0438\u0446\u0438\u044f\u0445, \u0430 PostgreSQL \u0438 MongoDB \u0430\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0430\u0441\u0442\u0443\u0442. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e, \u0447\u0442\u043e \u0442\u0430\u043a\u0436\u0435 \u0432 \u0441\u043f\u0438\u0441\u043a\u0435 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 Microsoft Access, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u0435\u043d, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0413\u0435\u0440\u043c\u0430\u043d\u0438\u0438, \u0438\u0437 \u0437\u0430 \u043d\u0438\u0437\u043a\u043e\u0433\u043e \u043f\u043e\u0440\u043e\u0433\u0430 \u0432\u0445\u043e\u0434\u0430 \u0438 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0432 \u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0435 &#8212; NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"568\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-20-1024x568.png\" alt=\"\" class=\"wp-image-671\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-20-1024x568.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-20-300x166.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-20-768x426.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-20.png 1430w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-x-large-font-size\"><strong>NoSQL<\/strong><\/p>\n\n\n\n<p>NoSQL \u0438\u043c\u0435\u0435\u0442 \u0434\u0432\u0435 \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>No SQL &#8212; \u043d\u0435\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/li>\n\n\n\n<li>Not also SQL &#8212; \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0442\u0430\u043a \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u0438\u0435 NoSQL \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442 SQL \u043d\u043e\u0442\u0430\u0446\u0438\u044e.<\/li>\n<\/ul>\n\n\n\n<p>\u0412\u0441\u0435\u0433\u043e \u0432 NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0445 \u0447\u0435\u0442\u044b\u0440\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0441\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u0430:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u041a\u043e\u043b\u043e\u043d\u043e\u0447\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 &#8212; \u0432\u0441\u0451 \u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f \u0432 \u043a\u043e\u043b\u043e\u043d\u043a\u0430\u0445<\/li>\n\n\n\n<li>\u041a\u043b\u044e\u0447-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435<\/li>\n\n\n\n<li>\u0413\u0440\u0430\u0444\u043e\u0432\u044b\u0435 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445<\/li>\n\n\n\n<li>\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"500\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-22.png\" alt=\"\" class=\"wp-image-673\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-22.png 1000w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-22-300x150.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-22-768x384.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>\u041d\u0430 \u0434\u0430\u043d\u043d\u044b\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043e \u0431\u043e\u043b\u0435\u0435 500 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0437 \u043d\u0438\u0445 \u0441\u043e\u0432\u043c\u0435\u0449\u0430\u044e\u0442 \u0432 \u0441\u0435\u0431\u0435 \u0432\u0441\u0435 \u044d\u0442\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438\u043b\u0438 \u0432\u043e\u043e\u0431\u0449\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043f\u043e-\u0434\u0440\u0443\u0433\u043e\u043c\u0443.<\/p>\n\n\n\n<p>\u0412\u043d\u0443\u0442\u0440\u0438 \u043e\u0431\u044b\u0447\u043d\u043e \u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f key-value, json (\u0447\u0430\u0449\u0435 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u0435\u0442\u0441\u044f) \u0438\u043b\u0438 \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435, \u043d\u043e \u043d\u0435 \u0442\u0430\u0431\u043b\u0438\u0446\u0430. \u042d\u0442\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u044f\u0437\u044b\u043a\u0430.<\/p>\n\n\n\n<p>\u0412 \u0442\u0430\u043a\u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0445 \u043e\u0431\u044b\u0447\u043d\u043e \u043d\u0435\u0442 SQL (SELECT, UPDATE \u0438 \u0442.\u0434.), \u043d\u043e \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u044f\u0437\u044b\u043a\u0430\u0445 \u0435\u0441\u0442\u044c \u0442\u0440\u0430\u043d\u0441\u043b\u044f\u0442\u043e\u0440 SQL \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 &#8212; \u043f\u0438\u0448\u0435\u0442\u0441\u044f SQL \u0437\u0430\u043f\u0440\u043e\u0441, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043d\u0443\u0442\u0440\u0438 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0435\u0442\u0441\u044f \u0432 NoSQL.<\/p>\n\n\n\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u043a NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439 &#8212; \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0439. \u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0445 \u043e\u043d\u0438 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0442 \u043f\u043e\u044f\u0432\u043b\u044f\u0442\u044c\u0441\u044f. \u041d\u043e \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u044f\u0437\u044b\u043a\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0438\u0441\u044c \u0431\u0435\u0437 \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0439, \u0442\u0430\u043a \u043a\u0430\u043a \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u0438 \u043d\u0430\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u044e\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f, \u0437\u0430\u043c\u0435\u0434\u043b\u044f\u044e\u0442 \u0440\u0430\u0431\u043e\u0442\u0443, \u043d\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0442 \u043a\u043e\u043d\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u044c.<\/p>\n\n\n\n<p>\u041f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439 &#8212;  \u043b\u0435\u0433\u043a\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0438 \u0438\u043c\u0435\u044e\u0442 \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u044b\u0435 community open sourse \u0432\u0435\u0440\u0441\u0438\u0438. \u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0441\u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e open sourse &#8212; \u044d\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u043c\u0438\u043d\u0443\u0441, \u0447\u0435\u043c \u043f\u043b\u044e\u0441. \u041e\u0434\u043d\u0430\u043a\u043e, \u044d\u0442\u043e \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0441\u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0432 \u043a\u0430\u043a\u0438\u0435 \u043c\u0435\u0441\u0442\u0430 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043d\u0430\u043d\u0435\u0441\u0435\u043d\u044b \u0430\u0442\u0430\u043a\u0438.<\/p>\n\n\n\n<p>\u041f\u0440\u0438\u043c\u0435\u0440\u044b NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439: MongoDB, Cassandra, Elasticsearch, Redis<\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>Key Value<\/strong><\/p>\n\n\n\n<p>\u041a\u0430\u0436\u0434\u043e\u043c\u0443 \u043a\u043b\u044e\u0447\u0443 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043e\u0434\u043d\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. \u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u044b\u0439 \u043f\u043e\u0438\u0441\u043a \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u043e \u043a\u043b\u044e\u0447\u0443.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.predictiveanalyticstoday.com\/top-sql-key-value-store-databases\/\">\u0420\u0435\u0439\u0442\u0438\u043d\u0433 key-value \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23-1024x386.png\" alt=\"\" class=\"wp-image-675\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23-1024x386.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23-300x113.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23-768x290.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23-1536x579.png 1536w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-23.png 1721w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u041f\u0440\u0438\u043c\u0435\u0440\u044b \u043d\u0435 \u0442\u0430\u043a\u0438\u0445 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0445 key-value \u0440\u0435\u0448\u0435\u043d\u0438\u0439:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/finestart.school\/media\/Distributed_control_systems\">DCS<\/a> (Distributed Control System) &#8212; <a href=\"https:\/\/etcd.io\/\">etcd<\/a>, <a href=\"https:\/\/www.consul.io\/\">consul<\/a>, <a href=\"https:\/\/zookeeper.apache.org\/\">ZooKeeper<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.foundationdb.org\/\">Foundationdb<\/a> &#8212; \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u0430\u044f \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0442\u0440\u0430\u043d\u0437\u0430\u043a\u0446\u0438\u044f\u043c\u0438 \u0438 \u043e\u0447\u0435\u043d\u044c \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c\u044e, \u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0430\u0431\u0438\u0440\u0430\u0435\u0442 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c<\/li>\n\n\n\n<li><a href=\"https:\/\/redis.io\/\">Redis<\/a> &#8212; \u0441\u0430\u043c\u043e\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, open sourse \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u044f, \u043d\u0430\u0431\u0440\u0430\u043b\u043e 60\u043a+ \u0437\u0432\u0435\u0437\u0434 \u043d\u0430 Github, 50+ \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432. \u041e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u0434\u043b\u044f \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u044b \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 &#8212; \u043d\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430. \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u043e \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435. \u041c\u043e\u0436\u0435\u0442 \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u043f\u0430\u043c\u044f\u0442\u0438, \u043d\u043e \u0438 \u0437\u0430\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c \u043d\u0430 \u0434\u0438\u0441\u043a. \u041a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 &#8212; \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0441\u0435\u0441\u0441\u0438\u0439 \u0438 \u0431\u0440\u043e\u043a\u0435\u0440 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-large-font-size\"><strong>Document Store<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/ru.wikipedia.org\/wiki\/\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f_\u0421\u0423\u0411\u0414\">\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435<\/a> \u043d\u0435 \u0441\u0438\u043b\u044c\u043d\u043e \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 key-value. \u0412  document storage \u0442\u043e\u0436\u0435 \u0435\u0441\u0442\u044c \u043a\u043b\u044e\u0447 \u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435, \u043d\u043e \u0432 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0438 \u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f \u0446\u0435\u043b\u044b\u0439 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0439 \u0440\u044f\u0434 \u043f\u043e\u043b\u0435\u0439, \u043f\u043e \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u043c\u043e\u0436\u043d\u043e \u0434\u0435\u043b\u0430\u0442\u044c \u043f\u043e\u0438\u0441\u043a \u0438 \u0430\u0433\u0440\u0435\u0433\u0430\u0446\u0438\u044e.  <\/p>\n\n\n\n<p>\u0412 \u0442\u0438\u043f\u0435 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f key-value \u0432\u043c\u0435\u0441\u0442\u043e value \u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0433\u0440\u0430\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0434\u0432\u0443\u043c\u044f \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u043c\u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0432 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0440\u0430\u0437\u043c\u044b\u0442\u0430.<\/p>\n\n\n\n<p>\u041a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b: <a href=\"https:\/\/www.mongodb.com\/\">MongoDB<\/a>, <a href=\"https:\/\/www.couchbase.com\/\">CouchBase<\/a>.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.predictiveanalyticstoday.com\/top-nosql-document-databases\/\">\u0420\u0435\u0439\u0442\u0438\u043d\u0433 document store \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"511\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-24-1024x511.png\" alt=\"\" class=\"wp-image-676\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-24-1024x511.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-24-300x150.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-24-768x383.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-24.png 1473w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>CouchBase Server \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0437\u0432\u0430\u0442\u044c \u043b\u0443\u0447\u0448\u0438\u043c NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u0432 \u043c\u0438\u0440\u0435 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c. \u0425\u043e\u0440\u043e\u0448\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u0441 OLTP, \u0438 \u0441 OLAP \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u043e\u0439. \u041e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043f\u043e\u0432\u0441\u0435\u043c\u0435\u0441\u0442\u043d\u043e:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26-1024x576.png\" alt=\"\" class=\"wp-image-678\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26-1024x576.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26-300x169.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26-768x432.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26-1536x864.png 1536w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-26.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-large-font-size\"><strong>Column<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/ru.wikipedia.org\/wiki\/\u0421\u0442\u043e\u043b\u0431\u0446\u043e\u0432\u043e\u0435_\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\">Column \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435<\/a> \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0438\u0430\u043b\u044c\u043d\u043e \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437 \u0438 key-value.<\/p>\n\n\n\n<p>\u041f\u043e \u0441\u0443\u0442\u0438 column \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0442\u0430\u0431\u043b\u0438\u0446\u0435\u0439. \u0412 \u043d\u0435\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u043e\u0432 \u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f \u0441\u043b\u0435\u0432\u0430 &#8212; \u0432 \u043a\u043e\u043b\u043e\u043d\u043a\u0435, \u0430 \u0441\u043f\u0438\u0441\u043e\u043a \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u0430 &#8212; \u0432 \u0441\u0442\u0440\u043e\u0447\u043a\u0435.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"272\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-29-1024x272.png\" alt=\"\" class=\"wp-image-681\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-29-1024x272.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-29-300x80.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-29-768x204.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-29.png 1387w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u041f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u043a\u043e\u043b\u043e\u043d\u043e\u0447\u043d\u044b\u0445 \u0442\u0430\u0431\u043b\u0438\u0446:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0412\u044b\u0441\u043e\u043a\u0438\u0439 \u043a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u0441\u0436\u0430\u0442\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 &#8212; \u0434\u043e 10 \u0440\u0430\u0437, \u0432 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0432 3-5 (\u0434\u0430\u043d\u043d\u044b\u0435 \u0445\u043e\u0440\u043e\u0448\u043e \u0441\u0436\u0438\u043c\u0430\u044e\u0442\u0441\u044f, \u0442\u0430\u043a \u043a\u0430\u043a \u043e\u043d\u0438 \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0435)<\/li>\n\n\n\n<li>\u0412\u044b\u0441\u043e\u043a\u0430\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u0445 \u0447\u0442\u0435\u043d\u0438\u044f (\u0442\u0430\u043a \u043a\u0430\u043a \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0430\u0433\u0440\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u044b)<\/li>\n\n\n\n<li>\u0418\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0438\u043d\u0434\u0435\u043a\u0441\u043e\u0432<\/li>\n\n\n\n<li>\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u0430\u0446\u0438\u044f<\/li>\n\n\n\n<li>\u041f\u0440\u0438 OLAP \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0435 column \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0432 \u0442\u044b\u0441\u044f\u0447\u0438 \u0440\u0430\u0437 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 RDBMS \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/li>\n<\/ul>\n\n\n\n<p>\u041d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043a\u0438:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 INSERT, UPDATE \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f DDL \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043c\u0438 (\u043c\u0435\u043d\u044f\u044e\u0449\u0438\u043c\u0438 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0442\u0430\u0431\u043b\u0438\u0446\u044b), \u0430 \u044d\u0442\u043e \u043e\u0447\u0435\u043d\u044c \u0434\u043e\u0440\u043e\u0433\u043e \u043f\u043e \u043f\u0430\u043c\u044f\u0442\u0438 \u0438 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438<\/li>\n\n\n\n<li>\u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e \u043e\u0434\u043d\u043e\u0439 \u0437\u0430\u043f\u0438\u0441\u0438 \u043d\u0435 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0438 \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0441 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u0430 \u0437\u0430\u043f\u0438\u0441\u0435\u0439<\/li>\n<\/ul>\n\n\n\n<p>\u0421\u0430\u043c\u044b\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0435\u043b\u044c &#8212; <a href=\"https:\/\/clickhouse.com\/\">ClickHouse<\/a>.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.predictiveanalyticstoday.com\/top-wide-columnar-store-databases\/\">\u0420\u0435\u0439\u0442\u0438\u043d\u0433 column \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"419\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27-1024x419.png\" alt=\"\" class=\"wp-image-679\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27-1024x419.png 1024w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27-300x123.png 300w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27-768x315.png 768w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27-1536x629.png 1536w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-27.png 1553w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-large-font-size\"><strong>Graph<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/ru.wikipedia.org\/wiki\/\u0413\u0440\u0430\u0444\u043e\u0432\u0430\u044f_\u0431\u0430\u0437\u0430_\u0434\u0430\u043d\u043d\u044b\u0445\">\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u0442\u0441\u044f \u0447\u0435\u0440\u0435\u0437 \u0433\u0440\u0430\u0444\u044b<\/a> \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043d\u0430\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0440\u0430\u0441\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u043c\u0435\u0436\u0434\u0443 \u0433\u043e\u0440\u043e\u0434\u0430\u043c\u0438. \u0422\u0430\u043a\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.predictiveanalyticstoday.com\/top-free-graph-databases\/\">\u0420\u0435\u0439\u0442\u0438\u043d\u0433 graph \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/a><\/p>\n\n\n\n<p class=\"has-large-font-size\">\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043f\u043e\u044f\u0432\u0438\u043b\u0438\u0441\u044c NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0435 \u0443\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0432 \u043a\u043b\u0430\u0441\u0441\u0447\u0435\u0441\u043a\u043e\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/kafka.apache.org\/\">Kafka<\/a> <\/li>\n\n\n\n<li><a href=\"https:\/\/www.rabbitmq.com\/\">RabbitMQ<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.techtarget.com\/searchdatamanagement\/definition\/Hadoop-Distributed-File-System-HDFS\">Hadoop File System<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.yandex.ru\/ru\/docs\/glossary\/s3\">s3<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prometheus.io\/\">Prometheus<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.tarantool.io\/ru\/\">Tarantool<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.timescale.com\/blog\/postgresql-timescaledb-1000x-faster-queries-90-data-compression-and-much-more\/\">TimescaleDB<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"has-x-large-font-size\"><strong>NewSQL<\/strong><\/p>\n\n\n\n<p>\u0412 2016 \u0433\u043e\u0434\u0443 \u043f\u043e\u044f\u0432\u0438\u043b\u0441\u044f \u0442\u0435\u0440\u043c\u0438\u043d NewSQL. <\/p>\n\n\n\n<p>\u041e\u043d \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0435\u0442 \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 SQL \u0438 NewSQL:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0441\u043f\u043e\u0441\u043e\u0431 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f SQL, \u0438\u043d\u043e\u0433\u0434\u0430 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0439 \u044f\u0437\u044b\u043a<\/li>\n\n\n\n<li>\u0432\u043d\u0443\u0442\u0440\u0438 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 &#8212; \u0442\u0430\u0431\u043b\u0438\u0446\u044b \u0438 \u0438\u043d\u043e\u0433\u0434\u0430 JSON<\/li>\n\n\n\n<li>ACID<\/li>\n\n\n\n<li>\u043e\u0442\u043b\u0438\u0447\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u0442\u0441\u044f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"456\" height=\"271\" src=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-30.png\" alt=\"\" class=\"wp-image-682\" srcset=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-30.png 456w, https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-30-300x178.png 300w\" sizes=\"auto, (max-width: 456px) 100vw, 456px\" \/><\/figure>\n\n\n\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon Aurora<\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.google.com\/bigquery\">BigQuery<\/a> &#8212; <strong>AI-ready analytics<\/strong><\/li>\n\n\n\n<li>Google Spanner<\/li>\n\n\n\n<li><a href=\"https:\/\/www.cockroachlabs.com\">CockroachDB<\/a> &#8212; \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 PostgreSQL \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0443\u0434\u043e\u0431\u0435\u043d \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0435\u0437\u0434\u0430 \u043d\u0430 \u043d\u0435\u0433\u043e<\/li>\n<\/ul>\n\n\n\n<p>\u041f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u043a \u0441\u0442\u0430\u0442\u044c\u0435 <a href=\"https:\/\/github.com\/aeuge\/aristov_tech\/blob\/main\/00%20SQL%20s%200\/presentation\/00%2006%20SQL%20c%200.pdf\">\u0437\u0434\u0435\u0441\u044c.<\/a><\/p>\n\n\n\n<p>\u0421\u0435\u0434\u044c\u043c\u0430\u044f \u0438\u0437 30 \u0442\u0435\u043c \u0431\u0443\u0434\u0435\u0442 \u0441\u043a\u043e\u0440\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430. \u0415\u0441\u043b\u0438 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u2013 \u043f\u0440\u0438\u0441\u043e\u0435\u0434\u0438\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043a \u043e\u043d\u043b\u0430\u0439\u043d \u0433\u0440\u0443\u043f\u043f\u0435, \u0441\u0441\u044b\u043b\u043a\u0430 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0432&nbsp;<a href=\"https:\/\/aristov.tech\/blog\/kurs-sql-c-0\/\">\u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0438 \u043a\u0443\u0440\u0441\u0430<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0421\u0442\u0430\u0442\u044c\u044f \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 \u0448\u0435\u0441\u0442\u043e\u043c \u0432\u0438\u0434\u0435\u043e \u0438\u0437 30 \u0442\u0435\u043c \u043a\u0443\u0440\u0441\u0430 SQL c 0 \u043e\u0442 \u0410\u0440\u0438\u0441\u0442\u043e\u0432\u0430 \u0415\u0432\u0433\u0435\u043d\u0438\u044f. \u0421\u0441\u044b\u043b\u043a\u0438 \u043d\u0430 \u0432\u0438\u0434\u0435\u043e \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u0445 RUTUBE \u0438 VK \u0432\u0438\u0434\u0435\u043e. \u0412 \u043f\u0440\u043e\u0448\u043b\u044b\u0445 \u0441\u0442\u0430\u0442\u044c\u044f\u0445 \u043c\u044b \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043b\u0438 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u044b \u0438 \u0434\u0440\u0443\u0433\u043e\u0435. \u0412\u0441\u0451 \u044d\u0442\u043e \u043e\u0442\u043d\u043e\u0441\u0438\u043b\u043e\u0441\u044c \u043a SQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c. \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u0443\u0437\u043d\u0430\u0435\u043c \u043e NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0445. RDBMS RDBMS &#8212; Relational Database Management [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[204,194],"tags":[223,221,222,16,220,200,66,88],"class_list":["post-669","post","type-post","status-publish","format-standard","hentry","category-kurs-sql-s-0","category-obuchenie-postgresql","tag-key-value","tag-newsql","tag-nosql","tag-postgresql","tag-rdbms","tag-sql","tag-obuchenie","tag-tranzakczii"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SQL vs NoSQL - \u0411\u043b\u043e\u0433 \u043f\u043e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 PostgreSQL \u043e\u0442 \u0410\u0440\u0438\u0441\u0442\u043e\u0432\u0430 \u0415\u0432\u0433\u0435\u043d\u0438\u044f<\/title>\n<meta name=\"description\" content=\"\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u044b \u043e\u0442\u043b\u0438\u0447\u0438\u044f SQL \u0438 NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0432\u0438\u0434\u044b NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0438\u0445 \u043e\u0442\u043b\u0438\u0447\u0438\u044f \u0438 \u0440\u0435\u0439\u0442\u0438\u043d\u0433.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aristov.tech\/blog\/sql-vs-nosql\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SQL vs NoSQL - \u0411\u043b\u043e\u0433 \u043f\u043e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 PostgreSQL \u043e\u0442 \u0410\u0440\u0438\u0441\u0442\u043e\u0432\u0430 \u0415\u0432\u0433\u0435\u043d\u0438\u044f\" \/>\n<meta property=\"og:description\" content=\"\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u044b \u043e\u0442\u043b\u0438\u0447\u0438\u044f SQL \u0438 NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0432\u0438\u0434\u044b NoSQL \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0438\u0445 \u043e\u0442\u043b\u0438\u0447\u0438\u044f \u0438 \u0440\u0435\u0439\u0442\u0438\u043d\u0433.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aristov.tech\/blog\/sql-vs-nosql\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0411\u043b\u043e\u0433 \u043f\u043e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 PostgreSQL \u043e\u0442 \u0410\u0440\u0438\u0441\u0442\u043e\u0432\u0430 \u0415\u0432\u0433\u0435\u043d\u0438\u044f\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-17T10:08:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-07T11:48:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aristov.tech\/blog\/wp-content\/uploads\/2024\/04\/image-19-1024x687.png\" \/>\n<meta name=\"author\" content=\"Maria\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"Maria\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u043c\u0438\u043d\u0443\u0442\" \/>\n<script type=\"application\/ld+json\" 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