{"id":48759,"date":"2025-10-28T12:25:02","date_gmt":"2025-10-28T10:25:02","guid":{"rendered":"https:\/\/rss.eground-zerkalo.com\/?p=48759"},"modified":"2025-10-28T12:25:02","modified_gmt":"2025-10-28T10:25:02","slug":"lakehouse-%d0%b4%d0%bb%d1%8f-%d0%b0%d0%bd%d0%b0%d0%bb%d0%b8%d1%82%d0%b8%d0%ba%d0%be%d0%b2-%d0%b8-%d0%b8%d0%bd%d0%b6%d0%b5%d0%bd%d0%b5%d1%80%d0%be%d0%b2-%d0%b4%d0%b0%d0%bd%d0%bd%d1%8b%d1%85-devhands","status":"publish","type":"post","link":"https:\/\/rss.eground-zerkalo.com\/?p=48759","title":{"rendered":"Lakehouse \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 [Devhands] [\u0410\u043b\u0435\u043a\u0441\u0435\u0439 \u0411\u0435\u043b\u043e\u0437\u0435\u0440\u0441\u043a\u0438\u0439]"},"content":{"rendered":"<h2 class=\"alignCenter\">\u0421\u043a\u043b\u0430\u0434\u0447\u0438\u043d\u0430: Lakehouse \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 [Devhands] [\u0410\u043b\u0435\u043a\u0441\u0435\u0439 \u0411\u0435\u043b\u043e\u0437\u0435\u0440\u0441\u043a\u0438\u0439]<\/h2>\n<p> \t\t\t\t\t<b><img decoding=\"async\" src=\"https:\/\/v28.skladchik.org\/proxy.php?image=https%3A%2F%2Fawesomescreenshot.s3.amazonaws.com%2Fimage%2F6692253%2F57125821-ab23061249729be4a818ebd0ac72a1fb.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Credential%3DAKIAJSCJQ2NM3XLFPVKA%252F20251028%252Fus-east-1%252Fs3%252Faws4_request%26X-Amz-Date%3D20251028T101307Z%26X-Amz-Expires%3D28800%26X-Amz-SignedHeaders%3Dhost%26X-Amz-Signature%3D172d66441fb0f3d4208e6487b79bb340d2addd9c250813bb4bc31a5a2a0ed119&amp;hash=67f23a45de9c319106a7cd3804f1b4de\" class=\"bbCodeImage LbImage\" data-url=\"https:\/\/awesomescreenshot.s3.amazonaws.com\/image\/6692253\/57125821-ab23061249729be4a818ebd0ac72a1fb.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Credential=AKIAJSCJQ2NM3XLFPVKA%2F20251028%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Date=20251028T101307Z&amp;X-Amz-Expires=28800&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Signature=172d66441fb0f3d4208e6487b79bb340d2addd9c250813bb4bc31a5a2a0ed119\" alt=\"[&#x200B;IMG]\" \/> <\/p>\n<p> [Middle\/Senior]  &#8212;  [\u0421\u0442\u0430\u0440\u0442 20-\u0433\u043e \u043d\u043e\u044f\u0431\u0440\u044f]  &#8212;  [6 \u043d\u0435\u0434\u0435\u043b\u044c]<br \/> [\u00ab\u0416\u0438\u0432\u044b\u0435\u00bb \u043e\u043d\u043b\u0430\u0439\u043d-\u0441\u0435\u0441\u0441\u0438\u0438, \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f, \u0434\u0435\u043c\u043e \u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430]<\/b>&#8203;<b><br \/> Lakehouse \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445<\/b><br \/> \u041d\u0430\u0443\u0447\u0438\u0442\u0435\u0441\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Data Lakehouse c \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c Compute \u0438 Storage \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 Iceberg \u0438 Trino.<\/p>\n<ul>\n<li>\u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0438\u0306 LakeHouse, \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u043c \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u0435\u043c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c<br \/> \u0441 \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u043b\u043e\u044f\u043c\u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f (Iceberg\/S3) \u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f (Trino\/k8s). <\/li>\n<li>\u041d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u043d\u0430\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u043b\u0430\u0441\u0442\u0435\u0440 Trino over k8s, \u043a\u043e\u0442\u043e\u0440\u044b\u0438\u0306 \u0431\u0443\u0434\u0435\u0442 \u043e\u0431\u0440\u0430\u0449\u0430\u0442\u044c\u0441\u044f \u043a \u0434\u0430\u043d\u043d\u044b\u043c \u043d\u0430 S3 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 Iceberg. <\/li>\n<li>\u041d\u0430\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0433\u0438\u0431\u0440\u0438\u0434\u043d\u044b\u0435 \u043f\u0430\u0438\u0306\u043f\u043b\u0430\u0438\u0306\u043d\u044b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c SQL, Python, Spark. <\/li>\n<li>\u041e\u0441\u0432\u043e\u0438\u0442\u044c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043e \u0445100 \u0440\u0430\u0437 \u0431\u0435\u0437 \u0441\u043c\u0435\u043d\u044b \u043f\u0430\u0440\u0430\u0434\u0438\u0433\u043c \u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\u0306.<\/li>\n<\/ul>\n<p> <b>\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f<\/b><br \/> <i>\u0412\u0441\u0442\u0440\u0435\u0447\u0438: 6 \u043d\u0435\u0434\u0435\u043b\u044c (1 \u0432\u0441\u0442\u0440\u0435\u0447\u0430 \u0432 \u043d\u0435\u0434\u0435\u043b\u044e)<\/i><\/p>\n<p> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 1. Lakehouse, Iceberg, \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435 Compute \u0438 Storage<br \/> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 2. \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0444\u043e\u0440\u043c\u0430\u0442\u0430 Iceberg. \u0424\u043e\u0440\u043c\u0430\u0442 Parquet<br \/> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 3. \u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430<br \/> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 4. \u041c\u0435\u0442\u0440\u0438\u043a\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0432 Trino<br \/> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 5. \u0415\u0449\u0435 \u0440\u0430\u0437 \u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0435 Iceberg<br \/> \u0417\u0430\u043d\u044f\u0442\u0438\u0435 6. \u041f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u044b \u0438 \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u0430\u044f Q&amp;A-\u0441\u0435\u0441\u0441\u0438\u044f<\/p>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0421\u043a\u043b\u0430\u0434\u0447\u0438\u043d\u0430: Lakehouse \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 [Devhands] [\u0410\u043b\u0435\u043a\u0441\u0435\u0439 \u0411\u0435\u043b\u043e\u0437\u0435\u0440\u0441\u043a\u0438\u0439] [Middle\/Senior] &#8212; [\u0421\u0442\u0430\u0440\u0442 20-\u0433\u043e \u043d\u043e\u044f\u0431\u0440\u044f] &#8212; [6 \u043d\u0435\u0434\u0435\u043b\u044c] [\u00ab\u0416\u0438\u0432\u044b\u0435\u00bb \u043e\u043d\u043b\u0430\u0439\u043d-\u0441\u0435\u0441\u0441\u0438\u0438, \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f, \u0434\u0435\u043c\u043e \u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430]&#8203; Lakehouse \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u041d\u0430\u0443\u0447\u0438\u0442\u0435\u0441\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Data Lakehouse c \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c Compute \u0438 Storage \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 Iceberg \u0438 Trino. \u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0438\u0306 LakeHouse, \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u043c \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u0435\u043c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0441 \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-48759","post","type-post","status-publish","format-standard","hentry","category-rss"],"_links":{"self":[{"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=\/wp\/v2\/posts\/48759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=48759"}],"version-history":[{"count":0,"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=\/wp\/v2\/posts\/48759\/revisions"}],"wp:attachment":[{"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=48759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rss.eground-zerkalo.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=48759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}