{"id":10547,"date":"2023-12-28T18:39:10","date_gmt":"2023-12-28T15:09:10","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/"},"modified":"2023-12-28T18:39:10","modified_gmt":"2023-12-28T15:09:10","slug":"%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/","title":{"rendered":"\u0631\u0648\u0634 \u0646\u0635\u0628 PostgresML \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><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:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#%d8%af%d8%b1%da%a9_postgresml\" >\u062f\u0631\u06a9 PostgresML<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#%d8%b1%d9%88%d8%b4_%d9%86%d8%b5%d8%a8_postgresml_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_22\" >\u0631\u0648\u0634 \u0646\u0635\u0628 PostgresML \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22<\/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:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#1_postgresql_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\" >1. PostgreSQL \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#2_docker_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\" >2. Docker \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#3_postgresml_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\" >3. PostgresML \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-postgresml-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div id=\"wpbody\">\u0645\u0639\u0631\u0641\u06cc PostgresML \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062e\u0628\u0631 \u062e\u0648\u0628 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Postgres \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0633\u062a\u0646\u062f.  \u0627\u06af\u0631 \u062a\u0627\u0632\u0647 \u0648\u0627\u0631\u062f Postgres \u0647\u0633\u062a\u06cc\u062f \u06cc\u0627 \u0642\u0628\u0644\u0627\u064b \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f \u0631\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PostgresML \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22 \u0628\u0627 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647\u060c \u0645\u0634\u0631\u0648\u0637 \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062e\u0648\u0627\u0646\u062f\u0646 \u0631\u0648\u06cc \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0634\u0645\u0627 \u0631\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u0645\u0631\u0627\u062d\u0644\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 PostgresML \u0628\u0627\u06cc\u062f \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22. \u0645\u0631\u0627\u062d\u0644 \u0646\u0635\u0628 PostgreSQL\u060c Docker \u0648 PostgresML \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f.  \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%af%d8%b1%da%a9_postgresml\"><\/span><strong>\u062f\u0631\u06a9 PostgresML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>PostgresML \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc AI \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0627\u0632 SQL \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a.<\/p>\n<p>PostgresML Postgres \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0628\u0627 LLMS\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0631\u062f\u0627\u0631\u06cc \u0648 \u063a\u06cc\u0631\u0647 \u0645\u0642\u06cc\u0627\u0633 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u062f \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0628\u0631\u0633\u0627\u0646\u0646\u062f.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u062a\u0645\u0627\u0645 \u0627\u062f\u063a\u0627\u0645 \u0647\u0627\u06cc \u0622\u0646 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062f\u0631 \u0641\u0636\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0645\u0634\u062a\u0631\u06a9 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0645\u0648\u0627\u0631\u062f \u062a\u06a9\u0631\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u0645\u06cc \u06a9\u0646\u062f. process \u0645\u0631\u0632\u0647\u0627\u060c \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0648 \u0647\u0631 \u06af\u0648\u0646\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc.  \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u060c \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f\u060c \u0633\u0627\u062f\u0647 \u0648 \u0633\u0631\u06cc\u0639 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0628\u0627 PostgresML\u060c \u0634\u0645\u0627 \u0641\u0642\u0637 \u0628\u0647 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0647\u062f\u0641 \u062e\u0648\u062f \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.  \u0627\u0628\u062a\u062f\u0627 \u0622\u0646 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0622\u0645\u0627\u062f\u0647 \u0634\u0648\u06cc\u062f.  \u0633\u067e\u0633\u060c \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u067e\u0631\u0648\u0646\u062f\u0647 \u062e\u0648\u062f \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0628\u0631\u06cc\u062f.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0631\u0627\u0647 \u062d\u0644 \u0628\u062f\u0647\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%b1%d9%88%d8%b4_%d9%86%d8%b5%d8%a8_postgresml_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_22\"><\/span><strong>\u0631\u0648\u0634 \u0646\u0635\u0628 PostgresML \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0627\u06a9\u0646\u0648\u0646 \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u06cc\u0645 \u06a9\u0647 PostgresML \u062a\u0648\u0633\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 PostgreSQL \u0627\u0633\u062a \u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0627\u0631\u0645\u063a\u0627\u0646 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f \u062a\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0646\u062c\u0627\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u06a9\u0646\u062f. \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc \u0648 \u0645\u062a\u0646 \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0627\u0632 \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc SQL \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 PostgresML \u0628\u0627\u06cc\u062f Postgres \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627  \u0645\u0627 \u0646\u0635\u0628 \u0631\u0627 \u062e\u0631\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 process \u062f\u0631 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_postgresql_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\"><\/span><strong>1. PostgreSQL \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06af\u0631 Postgres \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0631\u062f \u0634\u0648\u06cc\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06af\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062a\u0627\u0632\u0647 \u06a9\u0627\u0631 \u0647\u0633\u062a\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PostgreSQL \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0633\u0627\u062f\u0647 \u0632\u06cc\u0631 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<p>\u0628\u0627 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0628\u0633\u062a\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p>\u0628\u0639\u062f\u060c PostgreSQL \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> postgresql postgresql-contrib<\/div>\n<\/div>\n<p><img decoding=\"async\" fetchpriority=\"high\" width=\"727\" height=\"238\" class=\"wp-image-361436\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 727w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-1-300x98.png 300w\" data-lazy-sizes=\"(max-width: 727px) 100vw, 727px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" fetchpriority=\"high\" width=\"727\" height=\"238\" class=\"wp-image-361436\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 727w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-1-300x98.png 300w\" sizes=\"(max-width: 727px) 100vw, 727px\" alt=\"\" title=\"\"><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0646\u0635\u0628 PostgreSQL\u060c \u0633\u0631\u0648\u06cc\u0633 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> systemctl postgresql.service \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/div>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 PostgreSQL \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u0648 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.  \u06af\u0627\u0645 \u0628\u0639\u062f\u06cc \u0646\u0635\u0628 Docker \u0648 \u0634\u0631\u0648\u0639 \u062e\u062f\u0645\u0627\u062a \u0622\u0646 \u0642\u0628\u0644 \u0627\u0632 \u0646\u0635\u0628 PostgresML \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_docker_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\"><\/span><strong>2. Docker \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 Docker\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f container \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0648 \u0633\u0627\u062e\u062a \u0631\u0627\u062d\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc PostgresML.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u06cc\u06a9 \u062f\u0633\u06a9\u062a\u0627\u067e Docker \u0631\u0627 \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22 64 \u0628\u06cc\u062a\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u062f\u0633\u06a9\u062a\u0627\u067e \u062f\u0627\u06a9\u0631\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 \u062f\u0627\u06a9\u0631 \u06cc\u0627 \u0645\u062e\u0627\u0632\u0646 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062a\u0647\u06cc\u0647 \u06a9\u0646\u06cc\u062f.  \u0627\u0648\u0644\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc Docker \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> <span class=\"kw2\">apt-get \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f<\/span> docker docker-engine docker.io containerd runc<\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u062d\u0630\u0641 \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc\u060c \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> lsb-release ca-certificates apt-transport-https software-properties-common <span class=\"re5\">-y<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"818\" height=\"244\" class=\"wp-image-361441\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_224_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 818w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-300x89.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-768x229.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-810x242.png 810w\" data-lazy-sizes=\"(max-width: 818px) 100vw, 818px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_224_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"818\" height=\"244\" class=\"wp-image-361441\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_224_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_224_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 818w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-300x89.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-768x229.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-3-810x242.png 810w\" sizes=\"(max-width: 818px) 100vw, 818px\" alt=\"\" title=\"\"><\/p>\n<p><img decoding=\"async\" width=\"822\" height=\"72\" class=\"wp-image-361445\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_187_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 822w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-300x26.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-768x67.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-810x71.png 810w\" data-lazy-sizes=\"(max-width: 822px) 100vw, 822px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_187_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"822\" height=\"72\" class=\"wp-image-361445\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_187_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776149_187_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 822w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-300x26.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-768x67.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-4-810x71.png 810w\" sizes=\"(max-width: 822px) 100vw, 822px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0646\u0635\u0628 \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u060c &#8220;y&#8221; \u0631\u0627 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f \u0648 \u0645\u0646\u062a\u0638\u0631 \u0628\u0645\u0627\u0646\u06cc\u062f process \u0628\u0631\u0627\u06cc \u062a\u06a9\u0645\u06cc\u0644.  \u0627\u06af\u0631 Docker \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0622\u0646 \u0645\u0646\u0628\u0639 \u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u06a9\u0644\u06cc\u062f GPG \u0622\u0646 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0631\u0627 terminal.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u06a9\u0644\u06cc\u062f Docker GPG \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">\u062d\u0644\u0642\u0647 <span class=\"re5\">-fsSL<\/span> https:<span class=\"sy0\">\/\/<\/span>download.docker.com<span class=\"sy0\">\/<\/span>\u0644\u06cc\u0646\u0648\u06a9\u0633<span class=\"sy0\">\/<\/span>\u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"sy0\">\/<\/span>gpg <span class=\"sy0\">|<\/span> <span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> gpg <span class=\"re5\">&#8211;\u0639\u0632\u06cc\u0632<\/span> <span class=\"re5\">-o<\/span> <span class=\"sy0\">\/<\/span>usr<span class=\"sy0\">\/<\/span>\u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc<span class=\"sy0\">\/<\/span>\u062d\u0644\u0642\u0647 \u06a9\u0644\u06cc\u062f<span class=\"sy0\">\/<\/span>docker-archive-keyring.gpg<\/div>\n<\/div>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0645\u062e\u0632\u0646 Docker \u0631\u0627 \u06a9\u0647 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u06a9\u0644\u06cc\u062f GPG \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc\u062f \u0628\u0647 \u0644\u06cc\u0633\u062a \u0645\u0646\u0627\u0628\u0639 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627  \u0628\u0631\u0627\u06cc \u0622\u0646\u060c \u0645\u062e\u0632\u0646 \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw3\">\u0627\u06a9\u0648<\/span> <span class=\"st0\">&#8220;deb [arch=<span class=\"es4\">$(dpkg &#8211;print-architecture)<\/span> signed-by=\/usr\/share\/keyrings\/docker-archive-keyring.gpg] https:\/\/download.docker.com\/linux\/ubuntu <span class=\"es4\">$(lsb_release -cs)<\/span> \u067e\u0627\u06cc\u062f\u0627\u0631&#8221;<\/span> <span class=\"sy0\">|<\/span> <span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> <span class=\"kw2\">\u0633\u0647 \u0631\u0627\u0647\u06cc<\/span> <span class=\"sy0\">\/<\/span>\u0648 \u063a\u06cc\u0631\u0647<span class=\"sy0\">\/<\/span>apt<span class=\"sy0\">\/<\/span>sources.list.d<span class=\"sy0\">\/<\/span>docker.list <span class=\"sy0\">><\/span> <span class=\"sy0\">\/<\/span>\u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647<span class=\"sy0\">\/<\/span>\u062e\u0627\u0644\u06cc<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062a\u0648\u062c\u0647 \u0645\u062e\u0632\u0646 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 Docker \u0634\u0648\u062f\u060c \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0645\u062e\u0632\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0633\u062a\u0648\u0631 apt \u0628\u0647 \u0631\u0648\u0632 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"824\" height=\"186\" class=\"wp-image-361453\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_518_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 824w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-300x68.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-768x173.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-810x183.png 810w\" data-lazy-sizes=\"(max-width: 824px) 100vw, 824px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_518_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"824\" height=\"186\" class=\"wp-image-361453\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_518_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_518_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 824w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-300x68.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-768x173.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-6-810x183.png 810w\" sizes=\"(max-width: 824px) 100vw, 824px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f Docker \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0633\u062a\u0647 &#8220;docker-ce&#8221; \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.  \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> docker-ce<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0646\u0635\u0628\u060c &#8220;y&#8221; \u0631\u0627 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"822\" height=\"361\" class=\"wp-image-361460\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_533_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 822w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-300x132.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-768x337.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-810x356.png 810w\" data-lazy-sizes=\"(max-width: 822px) 100vw, 822px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_533_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"822\" height=\"361\" class=\"wp-image-361460\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_533_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_533_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 822w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-300x132.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-768x337.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-7-810x356.png 810w\" sizes=\"(max-width: 822px) 100vw, 822px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0627 \u0628\u0631\u0631\u0633\u06cc \u0646\u0633\u062e\u0647 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 Docker \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p><img decoding=\"async\" width=\"783\" height=\"85\" class=\"wp-image-361466\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_757_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 783w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-8-300x33.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-8-768x83.png 768w\" data-lazy-sizes=\"(max-width: 783px) 100vw, 783px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_757_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"783\" height=\"85\" class=\"wp-image-361466\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_757_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_757_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 783w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-8-300x33.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-8-768x83.png 768w\" sizes=\"(max-width: 783px) 100vw, 783px\" alt=\"\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_postgresml_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af\"><\/span><strong>3. PostgresML \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0647\u0645\u0647 \u0686\u06cc\u0632 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PostgresML \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632\u060c \u0646\u0635\u0628 PostgresML \u0645\u0633\u062a\u0644\u0632\u0645 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u06a9\u062f GitHub \u0622\u0646\u060c \u06a9\u0644\u0648\u0646 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u0648 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u00abdocker-compose\u00bb \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 git \u0628\u0631\u0627\u06cc \u06a9\u0644\u0648\u0646 \u06a9\u0631\u062f\u0646 \u0645\u062e\u0632\u0646 PostgresML \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> <span class=\"kw2\">git clone<\/span> https:<span class=\"sy0\">\/\/<\/span>github.com<span class=\"sy0\">\/<\/span>postgresml<span class=\"sy0\">\/<\/span>postgresml.git<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"730\" height=\"209\" class=\"wp-image-361478\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_122_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 730w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-9-300x86.png 300w\" data-lazy-sizes=\"(max-width: 730px) 100vw, 730px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_122_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"730\" height=\"209\" class=\"wp-image-361478\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_122_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_122_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 730w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-9-300x86.png 300w\" sizes=\"(max-width: 730px) 100vw, 730px\" alt=\"\" title=\"\"><\/p>\n<p>\u06a9\u0644\u0648\u0646\u06cc\u0646\u06af \u062a\u0627 100 \u062f\u0631\u0635\u062f \u0627\u062c\u0631\u0627 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.  \u067e\u0633 \u0627\u0632 \u062a\u06a9\u0645\u06cc\u0644\u060c \u0628\u0627\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0642\u0628\u0644\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.  \u0645\u062a\u0648\u062c\u0647 \u06cc\u06a9 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u062c\u062f\u06cc\u062f \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.  &#8220;postgresml&#8221; \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 cd \u0648\u0627\u0631\u062f \u0622\u0646 \u067e\u0648\u0634\u0647 \u0634\u0648\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"728\" height=\"134\" class=\"wp-image-361481\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_387_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 728w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-10-300x55.png 300w\" data-lazy-sizes=\"(max-width: 728px) 100vw, 728px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_387_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"728\" height=\"134\" class=\"wp-image-361481\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_387_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_387_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 728w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-10-300x55.png 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" alt=\"\" title=\"\"><\/p>\n<p>\u0622\u062e\u0631\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 &#8220;docker-compose up&#8221; \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0627\u062c\u0631\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 PostgresML \u062f\u0631 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0641\u0627\u06cc\u0644 &#8220;compose.yml&#8221; \u06a9\u0647 \u062f\u0631 \u067e\u0648\u0634\u0647 &#8220;postgresml&#8221; \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u060c \u0634\u0631\u0648\u0639 \u0628\u0647 \u0633\u0627\u062e\u062a PostgresML \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">https:<span class=\"sy0\">\/\/<\/span>github.com<span class=\"sy0\">\/<\/span>postgresml<span class=\"sy0\">\/<\/span>postgresml.git<\/div>\n<\/div>\n<p>\u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u062a\u0635\u0627\u0644 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0641\u0636\u0627\u06cc \u06a9\u0627\u0641\u06cc \u062f\u0627\u0631\u06cc\u062f.  \u0627\u0632 \u0648\u0642\u062a\u06cc \u06a9\u0647 process \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f\u060c \u0634\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0645\u0648\u0641\u0642 \u0628\u0647 \u0646\u0635\u0628 PostgresML \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22 \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u0631\u0648\u0639 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"736\" height=\"325\" class=\"wp-image-361490\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_531_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 736w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-11-300x132.png 300w\" data-lazy-sizes=\"(max-width: 736px) 100vw, 736px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_531_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"736\" height=\"325\" class=\"wp-image-361490\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_531_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703776150_531_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-PostgresML-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-22.png 736w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/08\/word-image-361428-11-300x132.png 300w\" sizes=\"(max-width: 736px) 100vw, 736px\" alt=\"\" title=\"\"><\/p>\n<p>\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0627\u06cc\u0646 \u062f\u0631\u062f\u0633\u0631 \u0631\u0627 \u0646\u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f Docker \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u0644\u0648\u0646\u06cc\u0646\u06af \u0648 \u0633\u0627\u062e\u062a PostgresML \u0631\u0627 \u0637\u06cc \u06a9\u0646\u06cc\u062f.  \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0646\u0633\u062e\u0647 \u0622\u0646\u0644\u0627\u06cc\u0646 PostgresML \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0632 \u0641\u0636\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0628\u0627 5 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u062f\u0627\u062f\u0647 \u0644\u0630\u062a \u0628\u0628\u0631\u06cc\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f <a href=\"https:\/\/postgresml.org\/\" target=\"_blank\" rel=\"noopener\">\u0631\u0633\u0645\u06cc PostgresML page<\/a>  \u0648 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u062b\u0628\u062a \u0646\u0627\u0645 \u06a9\u0646\u06cc\u062f<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span><strong>\u0646\u062a\u06cc\u062c\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0645\u0631\u0627\u062d\u0644\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 PostgresML \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22. \u0645\u0627 \u0645\u0631\u0627\u062d\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u0645\u060c \u0627\u0632 \u0646\u0635\u0628 Postgres \u062a\u0627 \u0646\u0635\u0628 Docker \u0648 PostgresML \u0631\u0627 \u062f\u06cc\u062f\u0647\u200c\u0627\u06cc\u0645.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0627 \u0628\u0647 \u06af\u0632\u06cc\u0646\u0647 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u062b\u0628\u062a\u200c\u0646\u0627\u0645 \u0628\u0627 PostgresML \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u06cc\u0645 \u0631\u0648\u06cc \u0645\u0631\u0648\u0631\u06af\u0631 \u0628\u0647 \u062c\u0627\u06cc \u0646\u0635\u0628 \u0622\u0646 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645.  \u062e\u0648\u062f\u0634\u0647!\n<\/p>\n<\/div>\n\n<div>\u0628\u0631\u0627\u06cc \u0646\u06af\u0627\u0631\u0634 \u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc GPT \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f <br \/>\n\u0644\u0637\u0641\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u062c\u0648\u062f \u0645\u0634\u06a9\u0644 \u062f\u0631 \u0645\u062a\u0646 \u06cc\u0627 \u0645\u0641\u0647\u0648\u0645 \u0646\u0628\u0648\u062f\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a\u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u06a9\u0645\u0647 \u06af\u0632\u0627\u0631\u0634 \u0646\u0648\u0634\u062a\u0627\u0631 \u06cc\u0627 \u062f\u0631\u062c \u0646\u0638\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0645\u0627 \u0631\u0627 \u0627\u0632 \u062c\u0632\u06cc\u06cc\u0627\u062a \u0645\u0634\u06a9\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0645\u0637\u0644\u0639 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0622\u0646 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u06cc\u0645\n<\/div>\n<p>\u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0634\u0627\u0631: 1402-12-28 18:39:04<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;10547&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0631\u0648\u0634 \u0646\u0635\u0628 PostgresML \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc PostgresML \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062e\u0628\u0631 \u062e\u0648\u0628 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Postgres \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0633\u062a\u0646\u062f. \u0627\u06af\u0631 \u062a\u0627\u0632\u0647 \u0648\u0627\u0631\u062f Postgres \u0647\u0633\u062a\u06cc\u062f \u06cc\u0627 \u0642\u0628\u0644\u0627\u064b \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f \u0631\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PostgresML \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":10548,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2754,95],"tags":[422,1054,105,2756,2758],"class_list":{"0":"post-10547","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ubuntu","8":"category-linux","9":"tag-ubuntu","10":"tag--ubuntu","11":"tag-105","13":"tag-2758"},"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10547","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=10547"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10547\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/10548"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=10547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=10547"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=10547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}