{"id":5238,"date":"2026-09-21T18:44:11","date_gmt":"2026-09-21T18:44:11","guid":{"rendered":"https:\/\/www.mahala.ai\/?page_id=5238"},"modified":"2026-09-22T16:23:52","modified_gmt":"2026-09-22T16:23:52","slug":"databricks-engineers","status":"publish","type":"page","link":"https:\/\/www.mahala.ai\/ar\/hire\/databricks-engineers\/","title":{"rendered":"\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a Databricks \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5238\" class=\"elementor elementor-5238 elementor-5230\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7efb122 e-con-full hero-section animated-background-banner e-flex e-con e-parent\" data-id=\"7efb122\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3f147e5 e-con-full e-flex e-con e-child\" data-id=\"3f147e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a264cc gradient-text-heading elementor-widget elementor-widget-heading\" data-id=\"2a264cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a Databricks \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-84b80b6 e-grid e-con-full banner-right-points e-con e-child\" data-id=\"84b80b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-02dd6d3 e-con-full e-flex e-con e-child\" data-id=\"02dd6d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce577a8 elementor-widget elementor-widget-heading\" data-id=\"ce577a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">24 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2916189 elementor-widget elementor-widget-heading\" data-id=\"2916189\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0623\u0648\u0644 \u0631\u062f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a1cf9be e-con-full e-flex e-con e-child\" data-id=\"a1cf9be\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6ca2c1 elementor-widget elementor-widget-heading\" data-id=\"c6ca2c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">72 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b172c08 elementor-widget elementor-widget-heading\" data-id=\"b172c08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0646 \u0627\u0644\u0625\u062d\u0627\u0637\u0629 \u0625\u0644\u0649<br> \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-01dc1f9 e-con-full e-flex e-con e-child\" data-id=\"01dc1f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c95f54 elementor-widget elementor-widget-heading\" data-id=\"0c95f54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1 \u0645\u0646 \u0643\u0644 7<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-359560e elementor-widget elementor-widget-heading\" data-id=\"359560e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u064a\u062c\u062a\u0627\u0632 \u0627\u0644\u062a\u062f\u0642\u064a\u0642    <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a99ec1 e-con-full e-flex e-con e-child\" data-id=\"0a99ec1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4748887 elementor-widget elementor-widget-heading\" data-id=\"4748887\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">75\/100<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f3df46 elementor-widget elementor-widget-heading\" data-id=\"3f3df46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u062f\u0631\u062c\u0629 \u0627\u0644\u0646\u062c\u0627\u062d<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ddae98 elementor-widget__width-initial banner-bottom-text elementor-widget-tablet_extra__width-initial elementor-widget elementor-widget-heading\" data-id=\"3ddae98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a Databricks \u0639\u0628\u0631 Mahala\u200f. \u0645\u062e\u062a\u0635\u0651\u0648\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0648\u0646 \u0641\u064a \u0628\u0646\u064a\u0629 Lakehouse\u060c \u0648Delta Lake\u060c \u0648Unity Catalog\u060c \u0648\u0636\u0628\u0637 \u0623\u062f\u0627\u0621 Spark\u060c \u064a\u0635\u0644\u0648\u0646\u0643 \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u062a\u0644\u0642\u0651\u064a \u0627\u0644\u0625\u064a\u062c\u0627\u0632. \u064a\u062e\u0636\u0639 \u0643\u0644 \u0645\u0644\u0641 \u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u062f\u064a\u0646\u0627 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0628\u0644\u063a \u0642\u0627\u0626\u0645\u062a\u0643 \u0627\u0644\u0645\u062e\u062a\u0635\u0631\u0629.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90bc5f6 e-con-full e-flex e-con e-parent\" data-id=\"90bc5f6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-dd56349 e-con-full e-flex e-con e-child\" data-id=\"dd56349\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1f5b832 e-con-full e-flex e-con e-child\" data-id=\"1f5b832\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f35431b e-con-full e-flex e-con e-child\" data-id=\"f35431b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4355905 elementor-widget elementor-widget-heading\" data-id=\"4355905\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u062e\u0627\u0637\u0626 \u0641\u064a Databricks \u064a\u064f\u0641\u0631\u0650\u0637 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0646\u0627\u0642\u064a\u062f\u060c \u0648\u0644\u0627 \u064a\u064f\u0634\u063a\u0650\u0651\u0644 OPTIMIZE \u0623\u0648 VACUUM \u0639\u0644\u0649 \u062c\u062f\u0627\u0648\u0644 Delta\u060c \u0648\u064a\u0643\u062a\u0628 \u0645\u0647\u0627\u0645 Spark \u062a\u064f\u0628\u0639\u062b\u0650\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0627\u0645\u0644\u0629 \u0628\u064a\u0646\u0645\u0627 \u064a\u0643\u0641\u064a \u0631\u0628\u0637\u064c \u0628\u062b\u0651\u064a (Broadcast Join). \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 Lakehouse \u064a\u064f\u0643\u0644\u0650\u0651\u0641 \u062b\u0644\u0627\u062b\u0629 \u0623\u0636\u0639\u0627\u0641 \u0645\u0627 \u064a\u0646\u0628\u063a\u064a\u060c \u0648\u064a\u064f\u0634\u063a\u0650\u0651\u0644 \u0641\u064a \u0633\u0627\u0639\u0627\u062a\u064d \u0645\u0647\u0627\u0645\u0627\u064b \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u062a\u0633\u062a\u063a\u0631\u0642 \u062f\u0642\u0627\u0626\u0642. \u0639\u0645\u0644 Databricks \u0627\u0644\u0643\u0628\u064a\u0631 \u0647\u0648 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0646\u0627\u0642\u064a\u062f \u0648\u0636\u0628\u0637 Spark \u0628\u0642\u062f\u0631 \u0645\u0627 \u0647\u0648 \u062a\u0635\u0645\u064a\u0645 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adebeb4 elementor-widget elementor-widget-heading\" data-id=\"adebeb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0623\u064a\u0651 \u0634\u062e\u0635 \u064a\u0633\u062a\u0637\u064a\u0639 \u0623\u0646 \u064a\u064f\u0634\u063a\u0650\u0651\u0644 \u0639\u0646\u0642\u0648\u062f Databricks. \u0627\u0644\u0633\u0624\u0627\u0644 \u0647\u0648: \u0647\u0644 \u064a\u0642\u062f\u0631 \u0623\u0646 \u064a\u064f\u0635\u0645\u0650\u0651\u0645 Lakehouse \u064a\u0628\u0642\u0649 \u0633\u0631\u064a\u0639\u0627\u064b \u0648\u0645\u064a\u0633\u0648\u0631\u0627\u064b: \u062a\u062d\u0633\u064a\u0646 \u062c\u062f\u0627\u0648\u0644 Delta Lake\u060c \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u064f\u0633\u0631\u064e\u0651\u0639\u0629 \u0628\u0640 Photon\u060c \u0648\u062d\u0648\u0643\u0645\u0629 Unity Catalog \u0639\u0628\u0631 \u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0639\u0646\u0627\u0642\u064a\u062f \u0645\u0647\u0627\u0645 \u0628\u062d\u062c\u0645 \u0635\u062d\u064a\u062d\u060c \u0648\u0645\u0647\u0627\u0645 Spark \u0645\u0636\u0628\u0648\u0637\u0629 \u0644\u062a\u062c\u0646\u0651\u0628 \u0627\u0644\u0628\u0639\u062b\u0631\u0629 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629. \u0647\u0630\u0627 \u0645\u0627 \u0646\u064f\u062f\u0642\u0650\u0651\u0642 \u0639\u0644\u064a\u0647 \u0645\u0647\u0646\u062f\u0633\u064a Databricks.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-018315a e-con-full e-flex e-con e-parent\" data-id=\"018315a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90e4d31 gradient-text elementor-widget elementor-widget-heading\" data-id=\"90e4d31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0627 \u0646\u064f\u0642\u062f\u0651\u0645\u0647<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e480a9 e-grid e-con-full e-con e-child\" data-id=\"9e480a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-87e00c3 e-con-full e-flex e-con e-child\" data-id=\"87e00c3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39ec6d0 elementor-widget elementor-widget-heading\" data-id=\"39ec6d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94d55c4 elementor-widget elementor-widget-heading\" data-id=\"94d55c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0628\u0646\u064a\u0629 Lakehouse \u0639\u0644\u0649 Delta Lake: \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062c\u062f\u0627\u0648\u0644\u060c \u0648OPTIMIZE \u0648\u0627\u0644\u062a\u0631\u062a\u064a\u0628 Z\u060c \u0648\u062a\u0637\u0648\u0651\u0631 \u0627\u0644\u0645\u062e\u0637\u0651\u0637 \u062f\u0648\u0646 \u0643\u0633\u0631 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u0627\u062d\u0642\u0629.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d2aca77 e-con-full e-flex e-con e-child\" data-id=\"d2aca77\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9db6acf elementor-widget elementor-widget-heading\" data-id=\"9db6acf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">02<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-099a39d elementor-widget elementor-widget-heading\" data-id=\"099a39d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062a\u062d\u0633\u064a\u0646 \u0645\u0647\u0627\u0645 Spark: \u0636\u0628\u0637 \u0627\u0644\u062a\u0642\u0633\u064a\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u0628\u062b\u0651\u064a\u060c \u0648\u062a\u0633\u0631\u064a\u0639 Photon \u0644\u062e\u0641\u0636 \u0632\u0645\u0646 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec8f55e e-con-full e-flex e-con e-child\" data-id=\"ec8f55e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d958a0a elementor-widget elementor-widget-heading\" data-id=\"d958a0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">03<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e57e08e elementor-widget elementor-widget-heading\" data-id=\"e57e08e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062d\u0648\u0643\u0645\u0629 Unity Catalog: \u0627\u0644\u0646\u0633\u0628\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0651\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644\u060c \u0648\u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0639\u0628\u0631 \u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0644\u0628\u064a\u0626\u0629 \u0645\u0646\u0638\u064e\u0651\u0645\u0629.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7299fc9 e-con-full e-flex e-con e-child\" data-id=\"7299fc9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a38eab elementor-widget elementor-widget-heading\" data-id=\"1a38eab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">04<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7943162 elementor-widget elementor-widget-heading\" data-id=\"7943162\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062a\u062d\u062c\u064a\u0645 \u0639\u0646\u0627\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d\u060c \u0648Delta Live Tables \u0644\u062e\u0637\u0648\u0637 \u062a\u0635\u0631\u064a\u062d\u064a\u0629\u060c \u0648MLflow \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u064f\u062f\u0631\u0650\u0651\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u064a\u0636\u0627\u064b.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee51ff8 e-con-full e-flex e-con e-parent\" data-id=\"ee51ff8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-853a81f e-con-full e-flex e-con e-child\" data-id=\"853a81f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d0dce01 e-con-full e-flex e-con e-child\" data-id=\"d0dce01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43d3422 gradient-text elementor-widget elementor-widget-heading\" data-id=\"43d3422\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u062a\u064f\u0645\u064a\u0651\u0632 \u0645\u0647\u0646\u062f\u0633 <br>Databricks \u0627\u0644\u0642\u0648\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b87c22a e-con-full e-flex e-con e-child\" data-id=\"b87c22a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-def055b elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"def055b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u064f\u062d\u062c\u0650\u0651\u0645 \u0639\u0646\u0627\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u062f\u0642\u0651\u0629 \u0648\u064a\u064f\u0634\u063a\u0650\u0651\u0644 OPTIMIZE \u0648VACUUM \u0639\u0644\u0649 \u062c\u062f\u0627\u0648\u0644 Delta \u0643\u0639\u0627\u062f\u0629\u064d \u0631\u0648\u062a\u064a\u0646\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u0639\u0631\u0641 \u0645\u062a\u0649 \u064a\u064f\u062c\u062f\u064a Photon \u0648\u0645\u062a\u0649 \u0644\u0627 \u064a\u064f\u062c\u062f\u064a\u060c \u0628\u062f\u0644 \u062a\u0641\u0639\u064a\u0644\u0647 \u0641\u064a \u0643\u0644 \u0645\u0648\u0636\u0639.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u0636\u0628\u0637 \u0645\u0647\u0627\u0645 Spark \u0644\u062a\u062c\u0646\u0651\u0628 \u0627\u0644\u0628\u0639\u062b\u0631\u0629 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629\u060c \u0648\u064a\u0642\u062f\u0631 \u0623\u0646 \u064a\u064f\u0631\u064a\u064e\u0643 \u0645\u0647\u0645\u0651\u0629\u064b \u062e\u0641\u0636\u0647\u0627 \u0645\u0646 \u0633\u0627\u0639\u0627\u062a\u064d \u0625\u0644\u0649 \u062f\u0642\u0627\u0626\u0642.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14ec627 e-con-full e-flex e-con e-parent\" data-id=\"14ec627\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9e80518 e-con-full e-flex e-con e-child\" data-id=\"9e80518\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4fa0788 e-con-full e-flex e-con e-child\" data-id=\"4fa0788\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6736cfc gradient-text elementor-widget elementor-widget-heading\" data-id=\"6736cfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u0633\u064a\u0631<br> \u0627\u0644\u062a\u0639\u0627\u0642\u062f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd84681 e-con-full e-flex e-con e-child\" data-id=\"dd84681\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53ef74c elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"53ef74c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u062e\u0628\u0650\u0631\u0646\u0627: \u0627\u0644\u062f\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a\u060c \u0648\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0627\u0644\u062c\u062f\u0648\u0644\u060c \u0648\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0648\u0635\u0648\u0644 (VDI).<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0646\u064f\u0637\u0627\u0628\u0650\u0642 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 \u062e\u0628\u0631\u0627\u0626\u0646\u0627 \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0644\u0641\u0651\u0627\u0646 \u0623\u0648 \u062b\u0644\u0627\u062b\u0629\u060c \u062f\u0648\u0646 \u0623\u0633\u0645\u0627\u0621 \u0623\u0648 \u0635\u0648\u0631\u060c \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u062a\u0644\u0642\u0651\u064a \u0627\u0644\u0625\u064a\u062c\u0627\u0632 \u0627\u0644\u0648\u0627\u0636\u062d.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0642\u0627\u0628\u0650\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646\u060c \u0648\u0627\u062e\u062a\u0631 \u0627\u0644\u0623\u0646\u0633\u0628.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u062a\u0648\u0644\u0651\u0649 Mahala \u0627\u0644\u062a\u0639\u0627\u0642\u062f\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0651\u0642\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629\u060c \u0648\u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642. \u0639\u0642\u062f \u0648\u0627\u062d\u062f\u060c \u0648\u0641\u0627\u062a\u0648\u0631\u0629 \u0634\u0647\u0631\u064a\u0629 \u0648\u0627\u062d\u062f\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8518b43 elementor-widget elementor-widget-heading\" data-id=\"8518b43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0639\u062f\u0645 \u0625\u0641\u0635\u0627\u062d (NDA) \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628. \u0625\u0646 \u0627\u0646\u0637\u0648\u0649 \u0625\u064a\u062c\u0627\u0632\u0643 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u062d\u0633\u0651\u0627\u0633\u0629 \u062a\u062e\u0635\u0651 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0623\u0648 \u0627\u0644\u0641\u0631\u064a\u0642 \u0623\u0648 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629\u060c \u0646\u064f\u0642\u062f\u0650\u0651\u0645 \u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0639\u062f\u0645 \u0625\u0641\u0635\u0627\u062d \u062a\u0645\u0647\u064a\u062f\u064a\u0629 \u0643\u062e\u062f\u0645\u0629. \u0648\u0647\u064a \u063a\u064a\u0631 \u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0627\u0633\u062a\u0644\u0627\u0645 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u062e\u062a\u0635\u0631\u0629.<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d728095 e-con-full e-flex e-con e-child\" data-id=\"d728095\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3442115 elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"3442115\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u0637\u0644\u0628 \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0634\u062d\u064a\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08b756c elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"08b756c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u062d\u062c\u0632 \u0645\u0643\u0627\u0644\u0645\u0629<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a4728e e-con-full e-flex e-con e-parent\" data-id=\"8a4728e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f7abf47 e-con-full e-flex e-con e-child\" data-id=\"f7abf47\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d87eec2 e-con-full e-flex e-con e-child\" data-id=\"d87eec2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-154804f gradient-text elementor-widget elementor-widget-heading\" data-id=\"154804f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641\u064a<br> \u0646\u0645\u0648\u0630\u062c\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50b94d7 e-con-full e-flex e-con e-child\" data-id=\"50b94d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf1790c elementor-widget elementor-widget-heading\" data-id=\"bf1790c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u060c \u0639\u0634\u0631 \u0633\u0646\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u0631\u0641 \u0648\u0627\u0644\u0637\u0627\u0642\u0629. \u0628\u0646\u0649 Lakehouse \u0639\u0644\u0649 Databricks \u062e\u0644\u0641 \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0644\u062d\u0638\u064a \u0644\u0628\u0646\u0643 \u0623\u0648\u0631\u0648\u0628\u064a \u0645\u0646 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u062a\u062d\u0633\u064a\u0646 Delta Lake\u060c \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u064f\u0633\u0631\u064e\u0651\u0639\u0629 \u0628\u0640 Photon\u060c \u0648\u062d\u0648\u0643\u0645\u0629 Unity Catalog \u0644\u062a\u062f\u0642\u064a\u0642 \u062a\u0646\u0638\u064a\u0645\u064a. \u062e\u0641\u0636 \u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0644\u064a\u0644\u064a\u0629 \u0645\u0646 \u0623\u0631\u0628\u0639 \u0633\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u0623\u0631\u0628\u0639\u064a\u0646 \u062f\u0642\u064a\u0642\u0629 \u0639\u0628\u0631 \u0636\u0628\u0637 Spark. \u0642\u0648\u064a \u0641\u064a Databricks\u060c Spark\u060c Delta Lake\u060c Python\u060c Azure. \u0645\u062a\u0627\u062d \u0644\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f \u0641\u064a \u0623\u0648\u0631\u0648\u0628\u0627 \u0648\u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c\u060c \u0645\u062a\u0639\u0627\u0642\u062f \u0639\u0628\u0631 Mahala.ai. \u0645\u064f\u0642\u064a\u064e\u0651\u0645 \u0639\u0646\u062f 90\/100.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ae5c51b e-con-full e-flex e-con e-parent\" data-id=\"ae5c51b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d7ad4da e-con-full e-flex e-con e-child\" data-id=\"d7ad4da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4d4377d e-con-full e-flex e-con e-child\" data-id=\"4d4377d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46fa1ec gradient-text elementor-widget elementor-widget-heading\" data-id=\"46fa1ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0623\u0633\u0626\u0644\u0629 \u0630\u0627\u062a \u0635\u0644\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f448cd e-con-full e-flex e-con e-child\" data-id=\"9f448cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae7cc6b elementor-widget elementor-widget-n-accordion\" data-id=\"ae7cc6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1820\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1820\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u064a\u0641 \u062a\u064f\u0628\u0642\u0648\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 Databricks \u0645\u0646\u062e\u0641\u0636\u0629\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1820\" class=\"elementor-element elementor-element-2732f99 e-con-full e-flex e-con e-child\" data-id=\"2732f99\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f9cd28 link-faq elementor-widget elementor-widget-heading\" data-id=\"8f9cd28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0647\u0646\u062f\u0633\u0648 Databricks \u0644\u062f\u064a\u0646\u0627 \u064a\u064f\u062d\u062c\u0650\u0651\u0645\u0648\u0646 \u0639\u0646\u0627\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 Photon \u062d\u064a\u062b \u064a\u064f\u062c\u062f\u064a\u060c \u0648\u064a\u064f\u0634\u063a\u0650\u0651\u0644\u0648\u0646 OPTIMIZE \u0648VACUUM \u0639\u0644\u0649 \u062c\u062f\u0627\u0648\u0644 Delta\u060c \u0648\u064a\u0636\u0628\u0637\u0648\u0646 \u0645\u0647\u0627\u0645 Spark \u0644\u062a\u062c\u0646\u0651\u0628 \u0627\u0644\u0628\u0639\u062b\u0631\u0629 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629. \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0646\u0627\u0642\u064a\u062f \u062c\u0632\u0621 \u0645\u0646 \u0633\u0642\u0641 \u0627\u0644\u062a\u062f\u0642\u064a\u0642\u060c \u0644\u0627 \u0623\u0645\u0631 \u062b\u0627\u0646\u0648\u064a.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1821\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1821\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 Delta Lake \u0648Unity Catalog\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1821\" class=\"elementor-element elementor-element-1b9f04f e-con-full e-flex e-con e-child\" data-id=\"1b9f04f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf03d00 link-faq elementor-widget elementor-widget-heading\" data-id=\"cf03d00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u062a\u062d\u0633\u064a\u0646 \u062c\u062f\u0627\u0648\u0644 Delta Lake \u0648\u062d\u0648\u0643\u0645\u0629 Unity Catalog \u0639\u0628\u0631 \u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0643\u0641\u0627\u0621\u062a\u0627\u0646 \u0623\u0633\u0627\u0633\u064a\u062a\u0627\u0646. \u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627 \u064a\u064f\u0639\u0650\u062f\u0651\u0648\u0646 \u0627\u0644\u0646\u0633\u0628\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0651\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644\u060c \u0648\u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u064e\u0651\u0645\u0629.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1822\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1822\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0642\u062f\u0631\u0648\u0646 \u0639\u0644\u0649 \u0636\u0628\u0637 \u0645\u0647\u0627\u0645 Spark \u0627\u0644\u0628\u0637\u064a\u0626\u0629\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1822\" class=\"elementor-element elementor-element-32c41a1 e-con-full e-flex e-con e-child\" data-id=\"32c41a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a5b960 link-faq elementor-widget elementor-widget-heading\" data-id=\"5a5b960\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0636\u0628\u0637 \u0627\u0644\u062a\u0642\u0633\u064a\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u0628\u062b\u0651\u064a\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u062a\u0633\u0631\u064a\u0639 Photon. \u062a\u0643\u0644\u064a\u0641 \u0634\u0627\u0626\u0639 \u0647\u0648 \u062e\u0641\u0636 \u0645\u0647\u0645\u0629 \u0644\u064a\u0644\u064a\u0629 \u0628\u0637\u064a\u0626\u0629 \u0645\u0646 \u0633\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u062f\u0642\u0627\u0626\u0642.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1823\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1823\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u062f\u0639\u0645\u0648\u0646 MLflow \u0648\u0623\u062d\u0645\u0627\u0644 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1823\" class=\"elementor-element elementor-element-578f88a e-con-full e-flex e-con e-child\" data-id=\"578f88a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2722d38 link-faq elementor-widget elementor-widget-heading\" data-id=\"2722d38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0645\u0647\u0646\u062f\u0633\u0648 Databricks \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0623\u064a\u0636\u0627\u064b \u0645\u0639 MLflow \u0644\u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0648\u0633\u062c\u0644\u0651 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0648\u062c\u0648\u062f\u0648\u0646 \u0639\u0644\u0649 \u0627\u0644\u0642\u0627\u0639\u062f\u0629. \u0623\u062e\u0628\u0631\u0648\u0646\u0627 \u0628\u0645\u062a\u0637\u0644\u0628 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0641\u064a \u0627\u0644\u0637\u0644\u0628.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1824\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1824\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0639\u0645\u0644\u0648\u0646 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0645\u0646\u0638\u064e\u0651\u0645\u0629 \u0645\u062b\u0644 VDI \u0623\u0648 Citrix\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1824\" class=\"elementor-element elementor-element-a96e596 e-con-full e-flex e-con e-child\" data-id=\"a96e596\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4688bf link-faq elementor-widget elementor-widget-heading\" data-id=\"c4688bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0645\u0639\u0638\u0645 \u062a\u0639\u064a\u064a\u0646\u0627\u062a\u0646\u0627 \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u062a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u0627\u062a \u0628\u0639\u064a\u062f\u0629 \u0645\u0646\u0638\u064e\u0651\u0645\u0629. \u0646\u064f\u0624\u0643\u0650\u0651\u062f \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0637\u0644\u0628.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1825\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1825\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0644\u062a\u0633\u0639\u064a\u0631\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1825\" class=\"elementor-element elementor-element-e899c4f e-con-full e-flex e-con e-child\" data-id=\"e899c4f\" 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