{"id":101680,"date":"2025-03-15T20:10:40","date_gmt":"2025-03-15T16:40:40","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/"},"modified":"2025-03-15T20:10:40","modified_gmt":"2025-03-15T16:40:40","slug":"duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/","title":{"rendered":"Duckdb \u060c \u0645\u06cc\u0632\u0647\u0627\u06cc S3 \u0628\u0627 \u06a9\u0648\u0647 \u06cc\u062e \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Iceberg Rest API API"},"content":{"rendered":"<div data-article-id=\"2334993\" id=\"article-body\">\n<p>\u0645\u0646 \u0645\u0642\u0627\u0644\u0647 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f Duckberg \u060c \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 Pyiceberg \u0628\u0627 DuckDB \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u06cc\u0632\u0647\u0627\u06cc Iceberg \u062f\u0631 AWS \u0646\u0648\u0634\u062a\u0645.<\/p>\n<p>\u0627\u0645\u0627 \u062f\u0631 PI-Day (3 \u0645\u0627\u0631\u0633) DuckDB \u067e\u06cc\u0634 \u0646\u0645\u0627\u06cc\u0634 \u0631\u0627 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0686\u0633\u0628 \u0628\u06cc\u062f\u0628\u0631\u06af \u0628\u0648\u0645\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f. \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f <\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" 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href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#AWS_%D8%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%B3%D8%B7%D9%84_%D8%AC%D8%AF%D9%88%D9%84_S3\" >AWS \u060c \u0627\u06cc\u062c\u0627\u062f \u0633\u0637\u0644 \u062c\u062f\u0648\u0644 S3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#AWS_%D8%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%AC%D8%AF%D9%88%D9%84_S3\" >AWS \u060c \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0648\u0644 S3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#duckdb_%D8%8C_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C\" >duckdb \u060c \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#duckdb_%D8%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88\" >duckdb \u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#duckdb_%D8%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%AA%D8%BA%DB%8C%DB%8C%D8%B1_%D8%AF%D9%87%DB%8C%D8%AF\" >duckdb \u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/duckdb-%d8%8c-%d9%85%db%8c%d8%b2%d9%87%d8%a7%db%8c-s3-%d8%a8%d8%a7-%da%a9%d9%88%d9%87-%db%8c%d8%ae-%d8%a8%d8%a7-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-iceberg-rest-api-api\/#duckdb_%D8%8C_%DA%A9%D8%A7%D8%AA%D8%A7%D9%84%D9%88%DA%AF_%D8%B1%D8%A7_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_%DA%A9%D9%88%D9%87_%DB%8C%D8%AE_%D9%88%D8%B5%D9%84_%DA%A9%D9%86%DB%8C%D8%AF\" >duckdb \u060c \u06a9\u0627\u062a\u0627\u0644\u0648\u06af \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u0648\u0647 \u06cc\u062e \u0648\u0635\u0644 \u06a9\u0646\u06cc\u062f<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"AWS_%D8%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%B3%D8%B7%D9%84_%D8%AC%D8%AF%D9%88%D9%84_S3\"><\/span>\n<p>  AWS \u060c \u0627\u06cc\u062c\u0627\u062f \u0633\u0637\u0644 \u062c\u062f\u0648\u0644 S3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>S3 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0633\u0637\u0644 \u062c\u062f\u0648\u0644 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u06cc\u06a9 \u0628\u0627\u0631 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u062e\u062f\u0645\u0627\u062a AWS Analytics \u0631\u0627 \u06cc\u06a9 \u0628\u0627\u0631 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f. <\/li>\n<li>\u0633\u0637\u0644 \u0645\u06cc\u0632 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u0647 \u0622\u0646 \u0627\u0633\u0645 \u0628\u062f\u0647\u06cc\u062f \u0645\u0627\u0646\u0646\u062f <code>testtablebucket<\/code> <\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Favvwuahwwhn7mmkgm9wl.png\" alt=\"AWS \u0633\u0637\u0644 \u062c\u062f\u0648\u0644 S3 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\" loading=\"lazy\" width=\"800\" height=\"239\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"AWS_%D8%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D8%AC%D8%AF%D9%88%D9%84_S3\"><\/span>\n<p>  AWS \u060c \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0648\u0644 S3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u0633\u0637\u0644 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0622\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0631\u0648\u06cc \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0648\u0644 \u0628\u0627 \u0622\u062a\u0646\u0627 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0641\u0636\u0627\u06cc \u0646\u0627\u0645 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06cc\u0627 \u06cc\u06a9 \u0645\u0648\u0631\u062f \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0686\u0633\u0628 \u0627\u0633\u062a \u060c \u0627\u0645\u0627 \u06cc\u06a9\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a. \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0646 <code>testnamespace<\/code>\n<\/li>\n<li><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpohk11ir2mqb52cc7cgl.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"788\" height=\"364\" title=\"\"><\/li>\n<li>\u0627\u06cc\u0646 \u0622\u062a\u0646\u0627 \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\u0627\u06af\u0631 \u0642\u0628\u0644\u0627\u064b \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0646\u06a9\u0631\u062f\u06cc\u062f \u060c \u06cc\u06a9 \u0633\u0637\u0644 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u0627\u0631\u06af\u0631\u0648\u0647 \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0633\u0637\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u0644 \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0628\u06cc\u0627\u0646\u06cc\u0647 \u062c\u062f\u0648\u0644 \u0627\u06cc\u062c\u0627\u062f \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\n<img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F22k152puu84je0wcae8u.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"258\" title=\"\">\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>CREATE TABLE `testnamespace`.daily_sales (\nsale_date date, \nproduct_category string, \nsales_amount double)\nPARTITIONED BY (month(sale_date))\nTBLPROPERTIES ('table_type' = 'iceberg')\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ul>\n<li>\u06cc\u06a9 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0622\u0632\u0645\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>INSERT INTO daily_sales\nVALUES\n(DATE '2024-01-15', 'Laptop', 900.00),\n(DATE '2024-01-15', 'Monitor', 250.00),\n(DATE '2024-01-16', 'Laptop', 1350.00),\n(DATE '2024-02-01', 'Monitor', 300.00),\n(DATE '2024-02-01', 'Keyboard', 60.00),\n(DATE '2024-02-02', 'Mouse', 25.00),\n(DATE '2024-02-02', 'Laptop', 1050.00),\n(DATE '2024-02-03', 'Laptop', 1200.00),\n(DATE '2024-02-03', 'Monitor', 375.00);\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<ul>\n<li>\u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>SELECT \nproduct_category,\nCOUNT(*) as units_sold,\nSUM(sales_amount) as total_revenue,\nAVG(sales_amount) as average_price\nFROM daily_sales\nWHERE sale_date BETWEEN DATE '2024-02-01' and DATE '2024-02-29'\nGROUP BY product_category\nORDER BY total_revenue DESC;\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"duckdb_%D8%8C_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C\"><\/span>\n<p>  duckdb \u060c \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0648\u0628\u0644\u0627\u06af DuckDB \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0639\u062a\u0628\u0627\u0631 \u0631\u0627 \u062f\u0631 \u06a9\u0646\u0633\u0648\u0644 \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f. <code>export AWS_PROFILE=myuser<\/code> \u06cc\u0627 \u0627\u0639\u062a\u0628\u0627\u0631 \u06a9\u0644\u06cc\u062f\u06cc AWS<\/p>\n<p><em>\u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 DuckDB 1.21 \u06cc\u0627 \u062c\u062f\u06cc\u062f\u062a\u0631 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u06cc\u062f.<\/em><\/p>\n<p>WebInterface \u062c\u062f\u06cc\u062f DuckDB \u0631\u0627 \u0628\u0627: <code>duckdb -ui<\/code> <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft3pz16br1gdofxdtui6q.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"352\" title=\"\"><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">FORCE<\/span> <span class=\"n\">INSTALL<\/span> <span class=\"n\">aws<\/span> <span class=\"k\">FROM<\/span> <span class=\"n\">core_nightly<\/span><span class=\"p\">;<\/span>\n<span class=\"k\">FORCE<\/span> <span class=\"n\">INSTALL<\/span> <span class=\"n\">httpfs<\/span> <span class=\"k\">FROM<\/span> <span class=\"n\">core_nightly<\/span><span class=\"p\">;<\/span>\n<span class=\"k\">FORCE<\/span> <span class=\"n\">INSTALL<\/span> <span class=\"n\">iceberg<\/span> <span class=\"k\">FROM<\/span> <span class=\"n\">core_nightly<\/span><span class=\"p\">;<\/span>\n\n<span class=\"k\">CREATE<\/span> <span class=\"n\">SECRET<\/span> <span class=\"p\">(<\/span>\n    <span class=\"k\">TYPE<\/span> <span class=\"n\">s3<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">PROVIDER<\/span> <span class=\"n\">credential_chain<\/span>\n<span class=\"p\">);<\/span>\n\n\n<span class=\"n\">ATTACH<\/span> <span class=\"s1\">'arn:aws:s3tables:eu-west-1:<your_account>:bucket\/testtablebucket'<\/your_account><\/span>\n    <span class=\"k\">AS<\/span> <span class=\"n\">s3_tables_db<\/span> <span class=\"p\">(<\/span>\n        <span class=\"k\">TYPE<\/span> <span class=\"n\">iceberg<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">ENDPOINT_TYPE<\/span> <span class=\"n\">s3_tables<\/span>\n    <span class=\"p\">);<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0634\u0646\u0627\u0633\u0647 \u062d\u0633\u0627\u0628 \u062e\u0648\u062f \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0632 \u0633\u0637\u0644 \u0635\u062d\u06cc\u062d \u062c\u062f\u0648\u0644 S3 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/p>\n<p>\u062f\u0648\u06cc\u062f\u0646 <code>SHOW ALL TABLES;<\/code> \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u062c\u062f\u0627\u0648\u0644 \u062f\u0627\u062e\u0644\u06cc \u0648 \u062c\u062f\u0627\u0648\u0644 S3 \u0645\u0648\u062c\u0648\u062f<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fsjn95gd5rve231tigmoy.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"189\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"duckdb_%D8%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3_%D9%88_%D8%AC%D9%88\"><\/span>\n<p>  duckdb \u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u062c\u0631\u0627: <code>FROM s3_tables_db.testnamespace.daily_sales;<\/code><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fewo10jkghwmw2p5wirps.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"495\" height=\"416\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"duckdb_%D8%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%AA%D8%BA%DB%8C%DB%8C%D8%B1_%D8%AF%D9%87%DB%8C%D8%AF\"><\/span>\n<p>  duckdb \u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 Blogpost \u06af\u0632\u06cc\u0646\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Alter Table \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u060c \u0628\u0627 \u06a9\u0645\u0627\u0644 \u062a\u0627\u0633\u0641 \u0645\u0646 \u0647\u0646\u0648\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u0645: <code>Not implemented Error: Alter Schema Entry<\/code><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>alter table s3_tables_db.testnamespace.daily_sales \nadd column test STRING;\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0634\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0641\u0642\u0637 \u062f\u0631 \u0631\u0648\u0634 \u0627\u0633\u062a\u0631\u0627\u062d\u062a \u06a9\u0648\u0647 \u06cc\u062e \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"duckdb_%D8%8C_%DA%A9%D8%A7%D8%AA%D8%A7%D9%84%D9%88%DA%AF_%D8%B1%D8%A7_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_%DA%A9%D9%88%D9%87_%DB%8C%D8%AE_%D9%88%D8%B5%D9%84_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  duckdb \u060c \u06a9\u0627\u062a\u0627\u0644\u0648\u06af \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u0648\u0647 \u06cc\u062e \u0648\u0635\u0644 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0631\u0627\u062d\u0644 \u0642\u0628\u0644 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062c\u062f\u0627\u0648\u0644 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0631\u0648\u06cc \u0645\u06cc\u0632\u0647\u0627\u06cc S3 \u060c \u0627\u0645\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 API Iceberg REST \u0627\u0632 CATALOG GLUE\/AWS Sagemaker Lakehouse \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0631\u0648\u0634 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>ATTACH '311141556126:s3tablescatalog\/testnamespace'\n    AS glue_db (\n        TYPE iceberg,\n        ENDPOINT_TYPE glue\n    );\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>show all tables;\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0647 \u0645\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>IO Error: Failed to query https:\/\/glue.eu-central-1.amazonaws.com\/iceberg\/v1\/catalogs\/311141556126:s3tablescatalog:testnamespace\/namespaces, http error 404 thrown. Message: {\"error\":{\"code\":404,\"message\":\"Catalog not found.\",\"type\":\"EntityNotFoundException\"}}\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0641\u06cc\u0644\u0645\u0646\u0627\u0645\u0647 Pyiceberg \u0645\u0646 \u0641\u0642\u0637 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0686\u0633\u0628 \u0631\u0627 \u0646\u06cc\u0632 \u0645\u06cc \u0628\u06cc\u0646\u062f. \u0641\u0636\u0627\u06cc \u0646\u0627\u0645 S3Table \u0646\u06cc\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>    region = 'eu-west-1'\n\n    rest_catalog = load_catalog(\n    \"testnamespace\",\n    **{\n        \"type\": \"rest\",\n        \"uri\": f\"https:\/\/glue.{region}.amazonaws.com\/iceberg\",\n             \"rest.sigv4-enabled\": \"true\",\n               \"rest.signing-name\": \"glue\",\n              \"rest.signing-region\": region\n    }\n    )\n    print(rest_catalog.list_namespaces())\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0632\u0645\u0627\u0646 \u0628\u0631\u062e\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0628\u06cc\u0634\u062a\u0631<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0646 \u0645\u0642\u0627\u0644\u0647 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f Duckberg \u060c \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 Pyiceberg \u0628\u0627 DuckDB \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u06cc\u0632\u0647\u0627\u06cc Iceberg \u062f\u0631 AWS \u0646\u0648\u0634\u062a\u0645. \u0627\u0645\u0627 \u062f\u0631 PI-Day (3 \u0645\u0627\u0631\u0633) DuckDB \u067e\u06cc\u0634 \u0646\u0645\u0627\u06cc\u0634 \u0631\u0627 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0686\u0633\u0628 \u0628\u06cc\u062f\u0628\u0631\u06af \u0628\u0648\u0645\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f. \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f AWS &hellip;<\/p>\n","protected":false},"author":2,"featured_media":101681,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiqqpquhoa53l39l08wbw.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-101680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/101680","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=101680"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/101680\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/101681"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=101680"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=101680"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=101680"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}