{"id":388,"date":"2024-12-05T00:00:07","date_gmt":"2024-12-05T00:00:07","guid":{"rendered":"https:\/\/www.nnt-consulting.com\/tech\/blog\/?p=388"},"modified":"2024-12-04T04:01:49","modified_gmt":"2024-12-04T04:01:49","slug":"bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c","status":"publish","type":"post","link":"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/","title":{"rendered":"BigQuery: \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc6b4\uc601 \ubc0f \uad00\ub9ac \uac00\uc774\ub4dc"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/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=\"\ubaa9\ucc28 \ud1a0\uae00\"><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\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EB%93%A4%EC%96%B4%EA%B0%80%EB%A9%B0\" >\ub4e4\uc5b4\uac00\uba70<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#BigQuery_%EC%86%8C%EA%B0%9C\" >BigQuery \uc18c\uac1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#BigQuery_%EA%B3%BC%EA%B8%88_%EC%B2%B4%EA%B3%84\" >BigQuery \uacfc\uae08 \uccb4\uacc4<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EC%8A%A4%ED%86%A0%EB%A6%AC%EC%A7%80_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95\" >\uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9 \ucc45\uc815<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EC%BB%B4%ED%93%A8%ED%8C%85_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95%EC%A3%BC%EB%AC%B8%ED%98%95_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95_VS_%EC%9A%A9%EB%9F%89_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95\" >\ucef4\ud4e8\ud305 \uac00\uaca9 \ucc45\uc815(\uc8fc\ubb38\ud615 \uac00\uaca9 \ucc45\uc815 VS \uc6a9\ub7c9 \uac00\uaca9 \ucc45\uc815)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EC%9A%A9%EB%9F%89_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95%EC%98%88%EC%95%BD%ED%98%95_%EC%8A%AC%EB%A1%AF_VS_%EB%8F%99%EC%A0%81_%EC%8A%AC%EB%A1%AF\" >\uc6a9\ub7c9 \uac00\uaca9 \ucc45\uc815(\uc608\uc57d\ud615 \uc2ac\ub86f VS \ub3d9\uc801 \uc2ac\ub86f)<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EB%B9%84%EC%9A%A9_%EC%B5%9C%EC%A0%81%ED%99%94%EB%A5%BC_%EC%9C%84%ED%95%9C_BigQuery_%EC%8B%A4%ED%96%89_%EA%B0%80%EC%9D%B4%EB%93%9C\" >\ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c BigQuery \uc2e4\ud589 \uac00\uc774\ub4dc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EB%B9%84%EC%9A%A9_%EC%B5%9C%EC%A0%81%ED%99%94%EB%A5%BC_%EC%9C%84%ED%95%9C_BigQuery_%EC%8A%A4%ED%86%A0%EB%A6%AC%EC%A7%80_%EC%B5%9C%EC%A0%81%ED%99%94_%EA%B0%80%EC%9D%B4%EB%93%9C\" >\ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654 \uac00\uc774\ub4dc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%ED%85%8C%EC%9D%B4%EB%B8%94_%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0%EB%A7%81%EA%B3%BC_%ED%8C%8C%ED%8B%B0%EC%85%94%EB%8B%9D\" >\ud14c\uc774\ube14 \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \ud30c\ud2f0\uc154\ub2dd<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#BigQuery_%EC%BD%98%EC%86%94%EC%97%90%EC%84%9C_%EC%A0%81%EC%9A%A9%ED%95%98%EB%8A%94_%EB%B2%95\" >BigQuery \ucf58\uc194\uc5d0\uc11c \uc801\uc6a9\ud558\ub294 \ubc95<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#_%EC%BF%BC%EB%A6%AC%EB%AC%B8%EC%97%90%EC%84%9C_%ED%8C%8C%ED%8B%B0%EC%85%94%EB%8B%9D%EA%B3%BC_%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0%EB%A7%81%EC%9D%84_%EC%A0%81%EC%9A%A9%ED%95%98%EB%8A%94_%EB%B2%95\" >\u00a0\ucffc\ub9ac\ubb38\uc5d0\uc11c \ud30c\ud2f0\uc154\ub2dd\uacfc \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc801\uc6a9\ud558\ub294 \ubc95<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#BigQuery_%EC%98%88%EC%82%B0_%EA%B4%80%EB%A6%AC_%EA%B0%80%EC%9D%B4%EB%93%9C\" >BigQuery \uc608\uc0b0 \uad00\ub9ac \uac00\uc774\ub4dc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#BigQuery_%EA%B3%BC%EA%B8%88_%ED%95%A0%EB%8B%B9%EB%9F%89_%EC%84%A4%EC%A0%95\" >BigQuery \uacfc\uae08 \ud560\ub2f9\ub7c9 \uc124\uc815<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#%EC%A0%95%EB%A6%AC%ED%95%98%EB%A9%B0\" >\uc815\ub9ac\ud558\uba70<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/bigquery-%ec%82%ac%ec%9a%a9%ec%9e%90%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%9a%b4%ec%98%81-%eb%b0%8f-%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c\/#reference\" >reference<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%EB%93%A4%EC%96%B4%EA%B0%80%EB%A9%B0\"><\/span>\ub4e4\uc5b4\uac00\uba70<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>BigQuery\ub294 GCP(Google Cloud Platform)\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc644\uc804 \uad00\ub9ac\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\ub85c, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4. BigQuery\ub294 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc5d0 \ub530\ub77c \uacfc\uae08\uc774 \ubd80\uacfc\ub418\ub294 <b>\uc8fc\ubb38\ud615 \ucef4\ud4e8\ud305 \uac00\uaca9 \uc694\uae08\uc81c<\/b>\uc640\uc77c\uc815\ud55c \uc608\uc0b0 \uc124\uc815\uc774 \uac00\ub2a5\ud55c <strong>\uc6a9\ub7c9 \ucef4\ud4e8\ud305 \uac00\uaca9 \uc694\uae08\uc81c<\/strong>\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uc694\uae08\uc81c\uc758 \uacbd\uc6b0, \uad00\ub9ac\uc640 \ucd5c\uc801\ud654\ub97c \uc18c\ud640\ud788 \ud560 \uacbd\uc6b0 \ubd88\ud544\uc694\ud55c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \ubb34\uc791\uc704\ub85c \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\uac70\ub098, \ucd5c\uc801\ud654\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130 \uad6c\uc870\ub97c \uc0ac\uc6a9\ud560 \uacbd\uc6b0 \ucffc\ub9ac \uc2e4\ud589 \uc2dc\uac04\ubfd0\ub9cc \uc544\ub2c8\ub77c \uacfc\uae08\ub3c4 \uae09\uaca9\ud788 \uc99d\uac00\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 BigQuery \uc11c\ube44\uc2a4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc6b4\uc601\ud558\uae30 \uc704\ud574\uc11c \uc774\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c\uc11c \ube44\uc6a9 \uad00\ub9ac\uc640 \uc131\ub2a5 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc801\uc808\ud558\uac8c \uace0\ub824\ud558\ub294\uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud574\ub2f9 \uac00\uc774\ub4dc\ub97c \ud1b5\ud574 BigQuery\uac00 \uc5b4\ub5a4 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\ub294\uc9c0, \uacfc\uae08 \uccb4\uacc4\ub294 \uc5b4\ub5bb\uac8c \uad6c\uc131\ub418\ub294\uc9c0\ub97c \uc54c\uc544\ubcf4\uace0 \ud6a8\uc728\uc801\uc778 \ube44\uc6a9 \uad00\ub9ac\ub97c \uc704\ud55c \uc608\uc0b0 \ubc0f \ud560\ub2f9\ub7c9 \uc124\uc815 \uc804\ub7b5\uacfc \ud568\uaed8 \ucffc\ub9ac \uc2e4\ud589\uacfc \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654 \uce21\uba74\uc5d0\uc11c \uc6b4\uc601 \ubc0f \uad00\ub9ac \uc804\ub7b5\uc744 \ucc28\ub840\ub85c \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"BigQuery_%EC%86%8C%EA%B0%9C\"><\/span>BigQuery \uc18c\uac1c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-452 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\uc544\ud0a4\ud14d\ucc98.png\" alt=\"\" width=\"511\" height=\"241\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\uc544\ud0a4\ud14d\ucc98.png 511w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\uc544\ud0a4\ud14d\ucc98-300x141.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\uc544\ud0a4\ud14d\ucc98-500x236.png 500w\" sizes=\"auto, (max-width: 511px) 100vw, 511px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>BigQuery\ub294 Google Cloud Platform\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc785\ub2c8\ub2e4. BigQuery\ub294 \uc11c\ubc84\ub9ac\uc2a4 \uc778\ud504\ub77c\ub85c \uad6c\uc131\ub418\uc5b4\uc788\uae30 \ub54c\ubb38\uc5d0 \uc0ac\uc6a9\uc790\uac00 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \ub300\uc2e0 \ub370\uc774\ud130 \uc790\uccb4\uc5d0 \ub354\uc6b1 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.\u00a0 BigQuery\uc758 \uc544\ud0a4\ud14d\ucc98 \uad6c\uc870\ub97c \uac04\ub2e8\ud788 \uc0b4\ud3b4\ubcf4\uba74 BigQuery\ub294 \ub370\uc774\ud130\ub97c \uc218\uc9d1, \uc800\uc7a5\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub294 \uc2a4\ud1a0\ub9ac\uc9c0 \ub808\uc774\uc5b4\uc640 \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \ucef4\ud4e8\ud305 \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4. \ucef4\ud4e8\ud305 \ubc0f \uc2a4\ud1a0\ub9ac\uc9c0 \ub808\uc774\uc5b4\ub294 \ub458 \uc0ac\uc774\uc5d0 \ud544\uc694\ud55c \ud1b5\uc2e0\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc8fc\ub294 \ud398\ud0c0\ube44\ud2b8 \uaddc\ubaa8\uc758 \uad6c\uae00 \ub0b4\ubd80 \ub124\ud2b8\uc6cc\ud06c(Jupiter network)\ub97c \ud0c0\uace0 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc791\ub3d9\ud558\uace0 \uc788\uc5b4 \uac01 \ub808\uc774\uc5b4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud560 \uc218 \uc788\ub2e4\ub294 \ud2b9\uc9d5\uc744 \uac00\uc9c0\uace0 \uc788\ub294\ub370\uc694, \uadf8\ub807\uae30\uc5d0\u00a0 \uac01\uac01\uc758 \ub808\uc774\uc5b4\uac00 \ub2e4\ub978 \ub808\uc774\uc5b4\uc758 \uc131\ub2a5\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\uace0 \ub9ac\uc18c\uc2a4\ub97c \ub3d9\uc801\uc73c\ub85c \ud560\ub2f9\ud560 \uc218 \uc788\ub2e4\ub294 \uc7a5\uc810\uc774 \uc788\uace0 \ubb3c\ub9ac\uc801\uc73c\ub85c \ub370\uc774\ud130\uc13c\ud130 \ub05d\uc5d0\uc11c \ub05d\uc5d0 \uc788\ub294 \uc790\uc6d0\uac04\uc5d0\ub3c4 \ube60\ub974\uac8c \ud1b5\uc2e0\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c Google Cloud Storage, Google Sheets, \uc678\ubd80 \ud074\ub77c\uc6b0\ub4dc \uc18c\uc2a4\uc640 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \uc801\uc7ac \ubc0f \ubd84\uc11d \uc791\uc5c5\uc744 \uac04\ud3b8\ud558\uac8c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \ub4f1\uc758 \ubd80\uac00\uc801\uc778 \uae30\ub2a5\ub4e4\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"BigQuery_%EA%B3%BC%EA%B8%88_%EC%B2%B4%EA%B3%84\"><\/span>BigQuery \uacfc\uae08 \uccb4\uacc4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc0ac\ud56d\uacfc \ub370\uc774\ud130 \ucc98\ub9ac \uaddc\ubaa8\uc5d0 \ub530\ub77c \uc801\ud569\ud55c \uac00\uaca9 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uba74 \ub354\uc6b1 \ube44\uc6a9 \ud6a8\uc728\uc801\uc73c\ub85c BigQuery \uc11c\ube44\uc2a4\ub97c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 BigQuery \uc11c\ube44\uc2a4 \uc774\uc6a9\uc744 \uc704\ud574 \uc0ac\uc6a9\uc790\uac00 \uc0ac\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \uc790\uc720\ub86d\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uacfc\uae08 \uccb4\uacc4 \uad6c\uc131\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4. BigQuery\uc758 \ube44\uc6a9\uccb4\uacc4\ub294 <strong>\uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9 \ucc45\uc815<\/strong>\uacfc <strong>\ucef4\ud4e8\ud305 \uac00\uaca9 \ucc45\uc815<\/strong>\uc73c\ub85c \uad6c\uc131\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%8A%A4%ED%86%A0%EB%A6%AC%EC%A7%80_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95\"><\/span>\uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9 \ucc45\uc815<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\uba3c\uc800 \uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9 \ucc45\uc815 \ubaa8\ub378\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4. \uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9\uc740 BigQuery\uc5d0 \ub85c\ub4dc\ud55c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294\ub370 \ub4dc\ub294 \ube44\uc6a9\uc73c\ub85c, \ud65c\uc131 \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0\uc5d0 \ub300\ud55c \ube44\uc6a9\uc774 \ub098\ub258\uc5b4 \ubd80\uacfc\ub429\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ub9e4\uc6d0 10GiB\uc758 \uc2a4\ud1a0\ub9ac\uc9c0\ub294 \ubb34\ub8cc\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. <strong>\ud65c\uc131 \uc2a4\ud1a0\ub9ac\uc9c0<\/strong>\uc5d0\ub294 \uc9c0\ub09c 90\uc77c \ub3d9\uc548 \uc218\uc815\ub41c \ubaa8\ub4e0 \ud14c\uc774\ube14 \ub610\ub294 \ud14c\uc774\ube14 \ud30c\ud2f0\uc158\uc774 \ud3ec\ud568\ub418\uace0, <strong>\uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0<\/strong>\uc5d0\ub294 \uc5f0\uc18d\uc73c\ub85c 90\uc77c \ub3d9\uc548 \uc218\uc815\ub418\uc9c0 \uc54a\uc740 \ubaa8\ub4e0 \ud14c\uc774\ube14\uacfc \ud14c\uc774\ube14 \ud30c\ud2f0\uc158\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0\uc758 \uacbd\uc6b0, \uc57d 50% \uc778\ud558\ub41c \uac00\uaca9\uc774 \ubd80\uacfc\ub429\ub2c8\ub2e4.<\/p>\n<p>* \uc544\ub798 \uc18c\uac1c\ub41c BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \ube44\uc6a9\uc740 2024\ub144 12\uc6d4\uc744 \uae30\uc900\uc73c\ub85c \uc18c\uac1c\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-453 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0.png\" alt=\"\" width=\"575\" height=\"215\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0.png 1001w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0-300x112.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0-768x287.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0-900x336.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery-\ubb3c\ub9ac\uc801-\uc2a4\ud1a0\ub9ac\uc9c0-500x187.png 500w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"%EC%BB%B4%ED%93%A8%ED%8C%85_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95%EC%A3%BC%EB%AC%B8%ED%98%95_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95_VS_%EC%9A%A9%EB%9F%89_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95\"><\/span>\ucef4\ud4e8\ud305 \uac00\uaca9 \ucc45\uc815(\uc8fc\ubb38\ud615 \uac00\uaca9 \ucc45\uc815 VS \uc6a9\ub7c9 \uac00\uaca9 \ucc45\uc815)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\uadf8 \uc911 \ucef4\ud4e8\ud305 \uac00\uaca9 \ucc45\uc815 \ubaa8\ub378\ub85c\ub294 \uc628\ub514\ub9e8\ub4dc \ud615\uc2dd\uc758 <strong>\uc8fc\ubb38\ud615 \uac00\uaca9(TiB\ub2f9)<\/strong>\uacfc \uc815\uc561\uc81c\uc758 \uc131\uaca9\uc744 \ub744\ub294 <strong>\uc6a9\ub7c9 \uac00\uaca9(Slot \uc2dc\uac04\ub2f9)<\/strong>\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\ubb38\ud615 \uac00\uaca9\uacfc \uc6a9\ub7c9 \uac00\uaca9\uc758 \uacfc\uae08 \uccb4\uacc4\uac00 \uc5b4\ub5a4 \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc870\uae08 \ub354 \uc790\uc138\ud558\uac8c \uc54c\uc544\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\uc8fc\ubb38\ud615 \uac00\uaca9 \ucc45\uc815<\/strong>\uc758 \uacbd\uc6b0,\u00a0 BigQuery\uc5d0\uc11c \ucffc\ub9ac\ub97c \uc2e4\ud589\ud560 \ub54c\ub9c8\ub2e4 \ucc98\ub9ac\ub41c \ub370\uc774\ud130 \ud06c\uae30(TiB\ub2f9 6.25$)\uc5d0 \ube44\ub840\ud558\uc5ec \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud558\ub294 \uad6c\uc870\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc5d0 \ub300\ud574\uc11c\ub9cc \ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\uae30 \ub54c\ubb38\uc5d0 \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uace0 \ube44\uc6a9 \uad00\ub9ac\uac00 \ube44\uad50\uc801 \uac04\ub2e8\ud569\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc744 \uc77c\uc815\ud558\uc9c0 \uc54a\uac8c \uac04\ud5d0\uc801\uc73c\ub85c \uc218\ud589\ud558\uac70\ub098 \ub370\uc774\ud130\ub97c \uac00\ub054 \ucc98\ub9ac\ud558\ub294 \uacbd\uc6b0 \uc8fc\ubb38\ud615 \uac00\uaca9 \ucc45\uc815 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ube44\uc6a9\uad00\ub9ac \uce21\uba74\uc5d0\uc11c \uc720\ub9ac\ud569\ub2c8\ub2e4. \ub2e4\ub9cc, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uac19\uc774 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc774 \ub9ce\uc544\uc9c0\ub294 \uacbd\uc6b0 \ube44\uc6a9\uc774 \uae09\uc99d\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc8fc\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc6a9\ub7c9 \uac00\uaca9 \ucc45\uc815<\/strong>\uc758 \uacbd\uc6b0\ub294 \uc2ac\ub86f(Slot)\uc744 \uc0ac\uc6a9\ud55c \ub9cc\ud07c\ub9cc \uc9c0\ubd88\ud558\uac70\ub098, \ubbf8\ub9ac \uc77c\uc815\ub7c9\uc744 \uc9c0\ubd88\ud558\uace0 \uc0ac\uc6a9\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc0ac\uc6a9\ud558\uba70, \uc2ac\ub86f \uc0ac\uc6a9\ub7c9\uc5d0 \uae30\ubc18\ud574 \uacfc\uae08\uc774 \ubd80\uacfc\ub418\ub294 \uc694\uae08\uc81c\uc785\ub2c8\ub2e4.\u00a0 BigQuery \uc2ac\ub86f(Slot)\uc5d0 \ub300\ud574 \uac04\ub2e8\ud788 \uc124\uba85\ub4dc\ub9ac\uba74, BigQuery\uac00 SQL \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\ub294\ub370 \uc0ac\uc6a9\ud558\ub294 \uac00\uc0c1 CPU\ub97c \ub9d0\ud569\ub2c8\ub2e4. \uc6a9\ub7c9 \uae30\ubc18 \uac00\uaca9 \ucc45\uc815 \ubaa8\ub378\uc758 \uacbd\uc6b0 \uc0ac\uc6a9\uc790\uac00 \uc608\uc57d\ud560 \uc2ac\ub86f\uc758 \uac1c\uc218\ub97c \uba85\uc2dc\uc801\uc73c\ub85c \uc124\uc815\ud558\uba74, \uc124\uc815\ub41c \ucd5c\uc18c \ud560\ub2f9\ub7c9\uacfc \ucd5c\ub300 \ud560\ub2f9\ub7c9 \ubc94\uc704 \uc548\uc5d0\uc11c \uc2e4\uc81c \uc2ac\ub86f\uc774 \ud544\uc694\ud55c\ub9cc\ud07c \uc790\ub3d9 \ud655\uc7a5\ub418\uc5b4 \ub370\uc774\ud130\uac00 \ucc98\ub9ac\ub429\ub2c8\ub2e4.\u00a0 \ubc18\ub4dc\uc2dc \uc2ac\ub86f\uc5d0 \ub300\ud55c \uc120 \uad6c\ub9e4\uac00 \uc774\ub8e8\uc5b4\uc838\uc57c\ud558\ub294 \uac83\uc740 \uc544\ub2c8\uace0, \ub9e4\uc6d4 \uc77c\uc815 \uac1c\uc218\uc758 \uc2ac\ub86f\uc744 \uc120\uad6c\ub9e4\ud558\uc5ec \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 <strong>\uc608\uc57d\ud615 \uc2ac\ub86f<\/strong>\uacfc \ud544\uc694\ud560 \ub54c\ub9c8\ub2e4 \uc2ac\ub86f\uc744 \ub3d9\uc801\uc73c\ub85c \ud560\ub2f9\ubc1b\uc544 \uc0ac\uc6a9\ud558\ub294 <strong>\ub3d9\uc801 \uc2ac\ub86f<\/strong> \uc911 \uc0c1\ud669\uc5d0 \ub9de\uac8c \uc120\ud0dd\ud558\uc5ec \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%EC%9A%A9%EB%9F%89_%EA%B0%80%EA%B2%A9_%EC%B1%85%EC%A0%95%EC%98%88%EC%95%BD%ED%98%95_%EC%8A%AC%EB%A1%AF_VS_%EB%8F%99%EC%A0%81_%EC%8A%AC%EB%A1%AF\"><\/span>\uc6a9\ub7c9 \uac00\uaca9 \ucc45\uc815(\uc608\uc57d\ud615 \uc2ac\ub86f VS \ub3d9\uc801 \uc2ac\ub86f)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>\uc608\uc57d\ud615 \uc2ac\ub86f<\/strong> \uc694\uae08\uc81c\ub97c \uc0ac\uc6a9\ud558\uba74\u00a0 \uc608\uc57d\ud55c \uc2ac\ub86f \uc218\ub9cc\ud07c \ub9ac\uc18c\uc2a4\uac00 \ud56d\uc0c1 \ubcf4\uc7a5\ub418\uae30 \ub54c\ubb38\uc5d0 \uc791\uc5c5\ub7c9\uc774 \ub9ce\uc544\ub3c4 \ucd94\uac00 \uc694\uae08\uc774 \uc5c6\uc5b4 \uc608\uce21 \uac00\ub2a5\ud55c \ube44\uc6a9\uc73c\ub85c BigQuery\ub97c \uc6b4\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ub3d9\uc801 \uc2ac\ub86f<\/strong>\uc740 \uc628\ub514\ub9e8\ub4dc \uc694\uae08\uc81c\uc758 \uc131\uaca9\uc744 \ub744\uace0\uc788\uc9c0\ub9cc, \uc8fc\ubb38\ud615 \uc694\uae08\uc81c\uc758 \uacbd\uc6b0\ub294 \ucc98\ub9ac\ub41c\u00a0 byte\uc218 \ubcc4\ub85c \uc694\uae08\uc774 \ubd80\uacfc\ub418\ub294 \ubc18\uba74, \ub3d9\uc801 \uc2ac\ub86f \uc694\uae08\uc81c\uc758 \uacbd\uc6b0\ub294 \uc0ac\uc6a9\ub418\ub294 \uc2ac\ub86f \uac1c\uc218\ub97c \uae30\uc900\uc73c\ub85c \uc694\uae08\uc774 \ubd80\uacfc\ub41c\ub2e4\ub294 \ucc28\uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.\u00a0 \ub3d9\uc801 \uc2ac\ub86f \uc0ac\uc6a9\uc2dc\uc5d0\ub294 \ucd5c\uc18c 1\ubd84 \ub2e8\uc704\ub85c \ube44\uc6a9\uc774 \ubd80\uacfc\ub418\uae30 \ub54c\ubb38\uc5d0 \uc0c8\ub85c\uc6b4 \uc2ac\ub86f\uc744 1\ucd08\ub9cc \uc0ac\uc6a9\ud558\ub354\ub77c\ub3c4 1\ubd84\uc5d0 \ud574\ub2f9\ud558\ub294 \ube44\uc6a9\uc744 \uc9c0\ubd88\ud574\uc57c \ud55c\ub2e4\ub294 \ub2e8\uc810\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub3d9\uc801 \uc2ac\ub86f \uc694\uae08\uc81c\uc758 \uacbd\uc6b0,\u00a0BigQuery\uc5d0\uc11c \ucffc\ub9ac \uc2e4\ud589\uc2dc \ucffc\ub9ac \ud06c\uae30\uc640 \ubcf5\uc7a1\uc131\uc5d0 \ub2e4\ub77c\uc11c \uac01 \ucffc\ub9ac\uc5d0 \ud544\uc694\ud55c \uc2ac\ub86f\uc758 \uac1c\uc218\ub97c \uc790\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc2e4\ud589\ub418\uae30 \ub54c\ubb38\uc5d0\u00a0 \uc6a9\ub7c9 \uac00\uaca9\uc81c\ub97c \uc774\uc6a9\ud560 \ub54c BigQuery\ub97c \ube44\uc6a9 \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc801\ud569\ud55c \uc591\uc758 \uc2ac\ub86f\uc744 \uc608\uc57d\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c Slot\uc740 Region\ubcc4 \ub9ac\uc18c\uc2a4\uc774\uae30 \ub54c\ubb38\uc5d0, \ubc18\ub4dc\uc2dc \ub0b4\uac00 \uc0ac\uc6a9\ud560 Region\uc758 \uc2ac\ub86f\uc744 \uc608\uc57d\ud574\uc57c \ud55c\ub2e4\ub294 \uc810\uc744 \uae30\uc5b5\ud558\uace0 \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EB%B9%84%EC%9A%A9_%EC%B5%9C%EC%A0%81%ED%99%94%EB%A5%BC_%EC%9C%84%ED%95%9C_BigQuery_%EC%8B%A4%ED%96%89_%EA%B0%80%EC%9D%B4%EB%93%9C\"><\/span>\ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c BigQuery \uc2e4\ud589 \uac00\uc774\ub4dc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>BigQuery \uacfc\uae08 \uccb4\uacc4 \ubc29\uc2dd\uc5d0\uc11c \uc0b4\ud3b4\ubd24\ub4ef\uc774, BigQuery\ub294 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc5d0 \ube44\ub840\ud574 \uacfc\uae08\uc774 \ubd80\uacfc\ub418\ub294 \uc694\uae08\uccb4\uacc4\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub807\uae30\uc5d0 \ud6a8\uc728\uc801\uc778 \ucffc\ub9ac \uc2e4\ud589 \uc804\ub7b5\uc744 \uc900\uc218\ud568\uc73c\ub85c\uc368 \ub0ad\ube44\ub418\ub294 \ube44\uc6a9\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \uc11c\ube44\uc2a4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ucffc\ub9ac \uc2e4\ud589 \uc804, \ucffc\ub9ac \uc2e4\ud589 \uc911, \ucffc\ub9ac \uc2e4\ud589 \ud6c4 \uacb0\uacfc \ud655\uc778 \ub2e8\uacc4\uc5d0\uc11c \uc2e4\ucc9c\ud560 \uc218 \uc788\ub294 \ud6a8\uc728\uc801\uc778 \ucffc\ub9ac \uc2e4\ud589 \ubaa8\ub2c8\ud130\ub9c1 \uc804\ub7b5\uc744 \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ucffc\ub9ac \uc2e4\ud589 \uc804 \ud655\uc778\uc0ac\ud56d<\/strong>\n<ul>\n<li>BigQuery \ucf58\uc194 \ucffc\ub9ac \uc2e4\ud589 \ucc3d \uc6b0\uce21 \uc0c1\ub2e8\uc5d0\uc11c \uc608\uc0c1 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc744 \ubbf8\ub9ac \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\uae30 \uc804 \uc608\uc0c1 \ucc98\ub9ac\ub7c9\uc744 \ud655\uc778\ud558\uc5ec \ube44\ud6a8\uc728\uc801\uc778 \ucffc\ub9ac \uc791\uc131\uc744 \uc9c0\uc591\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li>BigQuery\ub294 \ud544\uc694\ud55c \uc5f4\uc5d0 \ub300\ud574\uc11c\ub9cc \uc2a4\uce94\ud558\uae30 \ub54c\ubb38\uc5d0, \ubd88\ud544\uc694\ud55c \uc5f4\uc740 \uc81c\uc678\ud558\uace0 \uc2e4\uc81c\ub85c \ud544\uc694\ud55c \uc5f4\ub9cc \uc120\ud0dd\ud558\ub294\uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uc5f4\uc744 \uc2a4\uce94\ud558\ub294 <span class=\"notion-enable-hover\" spellcheck=\"false\" data-token-index=\"1\">SELECT *<\/span> \ubb38\uc744 \ubb34\uc791\uc704\ub85c \uc2e4\ud589\ud558\ub294 \uac83\uc744 \uc0bc\uac00 \ubd88\ud544\uc694\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc774 \ub298\uc5b4\ub098\ub294 \uac83\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-416 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-scaled.jpg\" alt=\"\" width=\"793\" height=\"295\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-scaled.jpg 2560w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-300x112.jpg 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-1024x381.jpg 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-768x286.jpg 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-1536x571.jpg 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-2048x762.jpg 2048w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-900x335.jpg 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c91png-500x186.jpg 500w\" sizes=\"auto, (max-width: 793px) 100vw, 793px\" \/><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\ucffc\ub9ac \uc2e4\ud589 \uc911 \ubaa8\ub2c8\ud130\ub9c1<\/strong>\n<ul>\n<li>\ucffc\ub9ac \uacb0\uacfc \ud558\ub2e8<strong> &#8216;\uc791\uc5c5\uae30\ub85d&#8217;<\/strong> &gt;<strong> &#8216;\uc791\uc5c5 \uc138\ubd80\uc815\ubcf4&#8217;<\/strong>\uc5d0\uc11c \uc2e4\ud589\ub41c \uac01 \uc791\uc5c5\uc758 \ucc98\ub9ac\ub7c9, \uc18c\uc694 \uc2dc\uac04, \uc2e4\ud589 \ucffc\ub9ac \uc815\ubcf4\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uacfc\ub3c4\ud55c \ub370\uc774\ud130 \uc2a4\uce94\uc774\ub098 \ube44\ud6a8\uc728\uc801\uc73c\ub85c \uc791\uc131\ub41c \ucffc\ub9ac\uac00 \uc788\ub294\uc9c0 \ucffc\ub9ac \uc2e4\ud589 \ub3c4\uc911\uc5d0\ub3c4 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc9c4\ud589\ud574\uc8fc\ub294\uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ubc18\ubcf5\uc801\uc73c\ub85c \uc2e4\ud589\ub418\ub294 \uc791\uc5c5\uc758 \ucc98\ub9ac\ub7c9\uacfc \ube44\uc6a9\uc744 \ubd84\uc11d\ud558\uc5ec, \ucd5c\uc801\ud654\uac00 \ud544\uc694\ud55c \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud558\uace0 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-405 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911.png\" alt=\"\" width=\"741\" height=\"432\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911.png 3168w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-300x175.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-1024x597.png 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-768x448.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-1536x895.png 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-2048x1193.png 2048w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-900x524.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\uc2e4\ud589\uc911-500x291.png 500w\" sizes=\"auto, (max-width: 741px) 100vw, 741px\" \/><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\ucffc\ub9ac \uc2e4\ud589 \ud6c4 \uacb0\uacfc \ud655\uc778<\/strong>\n<ul>\n<li><strong>BigQuery \ucf58\uc194 &gt; \ubaa8\ub2c8\ud130\ub9c1<\/strong>\u00a0 \ud398\uc774\uc9c0\uc5d0 \uc811\uc18d\ud558\uc5ec \ucffc\ub9ac \uc2e4\ud589 \ud6c4 \ud1b5\uacc4 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2e4\uc81c\ub85c \uc2a4\uce94\ub41c \ub370\uc774\ud130 \uc591\uacfc \ube44\uc6a9\uc744 \ud655\uc778 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ucffc\ub9ac \uacb0\uacfc\ub97c \ud14c\uc774\ube14\ub85c \uc800\uc7a5\ud574\uc57c \ud560 \uacbd\uc6b0, \ud14c\uc774\ube14 \ub9cc\ub4e4\uae30 \ud639\uc740 \ubdf0\ub97c \uc0dd\uc131\ud574 \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uace0 \ud544\uc694\ud560 \ub54c \ud574\ub2f9 \uacb0\uacfc\ub97c \uc870\ud68c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>BigQuery \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud574 \uc8fc\uae30\uc801\uc73c\ub85c \uc2e4\ud589\ud55c \ucffc\ub9ac\uc5d0 \ub300\ud574 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc9c4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \ud544\ud130\ub97c \uc124\uc815\ud574 \ud2b9\uc815 \uae30\uac04\ub3d9\uc548 \uc2e4\ud589\ub41c \ucffc\ub9ac\uc758 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9, \uccad\uad6c \ube44\uc6a9 \ub4f1\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-420 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95.png\" alt=\"\" width=\"765\" height=\"294\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95.png 3934w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-300x115.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-1024x394.png 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-768x295.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-1536x591.png 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-2048x788.png 2048w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-900x346.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c95-500x192.png 500w\" sizes=\"auto, (max-width: 765px) 100vw, 765px\" \/><\/p>\n<h2><\/h2>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%EB%B9%84%EC%9A%A9_%EC%B5%9C%EC%A0%81%ED%99%94%EB%A5%BC_%EC%9C%84%ED%95%9C_BigQuery_%EC%8A%A4%ED%86%A0%EB%A6%AC%EC%A7%80_%EC%B5%9C%EC%A0%81%ED%99%94_%EA%B0%80%EC%9D%B4%EB%93%9C\"><\/span>\ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654 \uac00\uc774\ub4dc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ucffc\ub9ac \uc2e4\ud589 \uce21\uba74\uc5d0\uc11c\uc758 \ucd5c\uc801\ud654\ubfd0\ub9cc \uc544\ub2c8\ub77c, BigQuery\uc5d0\uc11c \uc2a4\ud1a0\ub9ac\uc9c0 \uad00\ub9ac \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654 \ubc29\uc2dd\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uae30 \uc804\uc5d0, \uae30\ubcf8\uc801\uc778 \uc774\ud574\ub97c \ub3d5\uace0\uc790 \ube45\ucffc\ub9ac\uac00 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294 \ubc29\uc2dd\uc5d0 \ub300\ud574 \uac04\ub2e8\ud788 \uc54c\uc544\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-461 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery_storage.png\" alt=\"\" width=\"746\" height=\"262\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery_storage.png 823w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery_storage-300x105.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery_storage-768x270.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/bigquery_storage-500x176.png 500w\" sizes=\"auto, (max-width: 746px) 100vw, 746px\" \/><\/p>\n<p>BigQuery\ub294 \ub370\uc774\ud130\ub97c \uc5f4 \ud615\uc2dd\uc73c\ub85c \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc5f4 \uae30\ubc18 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc911\ubcf5\uc131\uc774 \ub192\uc740 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc555\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uace0, \uc774\ub97c \ud1b5\ud574 \ucffc\ub9ac \uc131\ub2a5\uacfc \uc2a4\ud1a0\ub9ac\uc9c0 \ube44\uc6a9\uc774 \ubaa8\ub450 \ucd5c\uc801\ud654 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5f4 \uae30\ubc18 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud2b9\uc131\uc73c\ub85c \uc778\ud574\uc11c BigQuery\uc5d0\uc11c \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654\ub294 \ub2e8\uc21c\ud788 \ube44\uc6a9\uc744 \uc808\uac10\ud558\ub294 \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c \ucffc\ub9ac \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \ub370\uc774\ud130 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\ub97c \ub354 \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%ED%85%8C%EC%9D%B4%EB%B8%94_%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0%EB%A7%81%EA%B3%BC_%ED%8C%8C%ED%8B%B0%EC%85%94%EB%8B%9D\"><\/span>\ud14c\uc774\ube14 \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \ud30c\ud2f0\uc154\ub2dd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \uac00\uaca9\uccb4\uacc4\uc5d0 \ub530\ub974\uba74, \ud65c\uc131 \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0\uc5d0 \ub300\ud55c \ube44\uc6a9\uc774 \ub098\ub204\uc5b4 \ubd80\uacfc\ub418\uba70 \uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0\ub294 \ud65c\uc131 \uc2a4\ud1a0\ub9ac\uc9c0 \ub300\ube44 50% \ud560\uc778\ub41c \uac00\uaca9\uc758 \uacfc\uae08\uc774 \ubd80\uacfc\ub41c\ub2e4\ub294 \uc0ac\uc2e4\uc744 &#8216;2.BigQuery \uacfc\uae08 \uccb4\uacc4&#8217; \ucc55\ud130\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc5c8\ub294\ub370\uc694, <strong>\uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0<\/strong>\uc5d0\ub294 \uc5f0\uc18d\uc73c\ub85c 90\uc77c \ub3d9\uc548 \uc218\uc815\ub418\uc9c0 \uc54a\uc740 \ubaa8\ub4e0 \ud14c\uc774\ube14\uacfc \ud14c\uc774\ube14 \ud30c\ud2f0\uc158\uc774 \ud3ec\ud568\ub418\uae30 \ub54c\ubb38\uc5d0, \ud558\ub098\uc758 \ud14c\uc774\ube14 \ub0b4 \ud3ec\ud568\ub418\uc5b4\uc788\ub294 \ub370\uc774\ud130\ub77c\uace0 \ud558\ub354\ub77c\ub3c4 \ud14c\uc774\ube14 \ud30c\ud2f0\uc154\ub2dd\uc744 \ud1b5\ud574 \uc624\ub798 \ucc98\ub9ac\ub418\uc9c0 \uc54a\uc740 \ud2b9\uc815 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc7a5\uae30 \uc2a4\ud1a0\ub9ac\uc9c0 \uc694\uae08\uc744 \ubd80\uacfc\ud568\uc73c\ub85c\uc368 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\ud2f0\uc158\uc744 \uc0ac\uc6a9\ud558\uba74 \uc77c\ub828\uc758 \uc5f4 \ud2b9\uc131(\uc608) \uc218\uc9d1 \uc2dc\uac04 \ub4f1)\uc5d0 \ub530\ub77c \ub370\uc774\ud130\ub97c \uadf8\ub8f9\ud654\ud558\uc5ec \ucffc\ub9ac\uc5d0\uc11c \uc77d\ub294 \ubc14\uc774\ud2b8 \uc218\ub97c \uc808\uac10\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ub610\ud55c \uc790\uc8fc \uc0ac\uc6a9\ud558\ub294 \uc5f4\uc5d0 \ub300\ud574 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc9c4\ud589\ud558\uac8c \ub418\uba74, \uc2a4\uce94\ud558\ub294 \ub370\uc774\ud130\uc758 \ucd1d\ub7c9\uc744 \uc904\uc5ec \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub098 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \uc790\uc8fc \uc0ac\uc6a9\ud558\ub294 \uc5f4\uc744 \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\uac8c\ub418\uba74, \ud2b9\uc815 \uc5f4\uc5d0 \uc800\uc7a5\ub41c \ub370\uc774\ud130\ub97c \ubb3c\ub9ac\uc801\uc73c\ub85c \uac00\uae4c\uc774 \ubc30\uce58\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc870\ud68c\ud558\uac70\ub098 \ucc98\ub9ac\ud560 \ub54c \ub354 \ube60\ub974\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ub370\uc774\ud130\uac00 \uc815\ub82c\ub418\uae30\u00a0 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uadf8\ub7fc \uc774\uc81c \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654\ub97c \uc704\ud574 \ud14c\uc774\ube14 \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \ud30c\ud2f0\uc154\ub2dd\uc744 \uc9c4\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"BigQuery_%EC%BD%98%EC%86%94%EC%97%90%EC%84%9C_%EC%A0%81%EC%9A%A9%ED%95%98%EB%8A%94_%EB%B2%95\"><\/span>BigQuery \ucf58\uc194\uc5d0\uc11c \uc801\uc6a9\ud558\ub294 \ubc95<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>Step 1) \ud14c\uc774\ube14 \uc0dd\uc131<\/strong><\/p>\n<p>BigQuery \ucf58\uc194\uc5d0\uc11c \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud560 \ub370\uc774\ud130\uc138\ud2b8\uc758 \uba54\ub274\ucc3d\uc744 \uc5f4\uc5b4 &#8216;\ud14c\uc774\ube14 \ub9cc\ub4e4\uae30&#8217;\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-458 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30.png\" alt=\"\" width=\"562\" height=\"341\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30.png 2647w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-300x182.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-1024x622.png 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-768x467.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-1536x933.png 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-2048x1244.png 2048w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-900x547.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud14c\uc774\ube14\ub9cc\ub4e4\uae30-500x304.png 500w\" sizes=\"auto, (max-width: 562px) 100vw, 562px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Step 2) \ud30c\ud2f0\uc154\ub2dd \ubc0f \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc801\uc6a9<\/strong><\/p>\n<ul>\n<li>\ud14c\uc774\ube14 \ub9cc\ub4e4\uae30 \ud0ed \ud558\ub2e8\uc5d0 &#8216;\ud30c\ud2f0\uc158 \ubc0f \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc124\uc815&#8217;\uc5d0\uc11c \ud14c\uc774\ube14\uc758 \uc0ac\uc6a9 \ubaa9\uc801\uc744 \uace0\ub824\ud574 \ud30c\ud2f0\uc158\uacfc \ud074\ub7ec\uc2a4\ud130 \uc124\uc815\uc744 \uc801\uc6a9\ud558\uc5ec \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ud30c\ud2f0\uc158\uc758 \uacbd\uc6b0, \uc218\uc9d1\uc2dc\uac04(\ub0a0\uc9dc\ubcc4, \uc2dc\uac04\ubcc4, \uc6d4\ubcc4, \uc5f0\ub3c4\ubcc4)\uc73c\ub85c \ud30c\ud2f0\uc158\uc744 \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>&#8216;\ud30c\ud2f0\uc158 \ub098\ub204\uae30&#8217; \ud558\ub2e8\uc5d0 \uc788\ub294\u00a0<strong> &#8216;\ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud558\ub824\uba74 WHERE \uc808 \ud544\uc694&#8217;<\/strong> \uc870\uac74\uc744 \uccb4\ud06c\ud558\ub294 \uacbd\uc6b0, \ub370\uc774\ud130 \ucffc\ub9ac \uc2dc, \ub0a0\uc9dc \ubc94\uc704 \uc124\uc815 \uc5c6\uc774 \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\ub294 \uc791\uc5c5\uc744 \uc81c\ud55c\ud558\uc5ec \ub108\ubb34 \ub9ce\uc740 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc774 \ubc1c\uc0dd\ud558\uc9c0 \uc54a\ub3c4\ub85d \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>&#8216;\ud074\ub7ec\uc2a4\ud130\ub9c1 \uc21c\uc11c&#8217; \uc785\ub825\ucc3d\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud560 \ud544\ub4dc\ub97c \ucd5c\ub300 4\uac1c\uae4c\uc9c0 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc21c\uc11c\uc5d0 \ub530\ub77c \ub370\uc774\ud130 \uc815\ub82c \uc21c\uc11c\uac00 \uacb0\uc815\ub418\ubbc0\ub85c \uc77c\ubc18\uc801\uc73c\ub85c \ucffc\ub9ac\uc5d0\uc11c \uc790\uc8fc \ud544\ud130\ub9c1\ub418\uac70\ub098, \ubc94\uc704 \uc2a4\uce94\uc774 \ube48\ubc88\ud788 \uc77c\uc5b4\ub098\ub294 \uc5f4\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-457 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud30c\ud2f0\uc154\ub2dd\ud074\ub7ec\uc2a4\ud130\ub9c1.png\" alt=\"\" width=\"563\" height=\"352\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud30c\ud2f0\uc154\ub2dd\ud074\ub7ec\uc2a4\ud130\ub9c1.png 899w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud30c\ud2f0\uc154\ub2dd\ud074\ub7ec\uc2a4\ud130\ub9c1-300x188.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud30c\ud2f0\uc154\ub2dd\ud074\ub7ec\uc2a4\ud130\ub9c1-768x480.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud30c\ud2f0\uc154\ub2dd\ud074\ub7ec\uc2a4\ud130\ub9c1-500x313.png 500w\" sizes=\"auto, (max-width: 563px) 100vw, 563px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"_%EC%BF%BC%EB%A6%AC%EB%AC%B8%EC%97%90%EC%84%9C_%ED%8C%8C%ED%8B%B0%EC%85%94%EB%8B%9D%EA%B3%BC_%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0%EB%A7%81%EC%9D%84_%EC%A0%81%EC%9A%A9%ED%95%98%EB%8A%94_%EB%B2%95\"><\/span><strong>\u00a0\ucffc\ub9ac\ubb38\uc5d0\uc11c \ud30c\ud2f0\uc154\ub2dd\uacfc \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc801\uc6a9\ud558\ub294 \ubc95<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\ud14c\uc774\ube14 \uc0dd\uc131 \uc2dc, \uc544\ub798\uc640 \uac19\uc774 \ud30c\ud2f0\uc154\ub2dd\uacfc \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc801\uc6a9\ud558\ub294 \ucffc\ub9ac\ub97c \ud3ec\ud568\ud558\uc5ec \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud0a4\ub294 \ud55c \ubc88 \uc124\uc815\ub418\uba74 \ubcc0\uacbd\ud560 \uc218 \uc5c6\uc73c\ubbc0\ub85c \uc0c8\ub85c\uc6b4 \ud14c\uc774\ube14\uc744 \uc0dd\uc131\ud574\uc57c\ud568\uc744 \uc720\uc758\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud0a4\ub97c \uc801\uc808\ud558\uac8c \uc124\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<p>CREATE\u00a0 TABLE `{project_id}.{dataset_id}.{new_table_name}`<br \/>\n<span style=\"color: #0000ff;\">PARTITION BY {date}<\/span><br \/>\n<span style=\"color: #0000ff;\">CLUSTER BY {standard_field} AS<\/span><br \/>\nSELECT *<br \/>\nFROM `{project_id}.{dataset_id}.{new_table_name}`;<\/p>\n<p>&nbsp;<\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"BigQuery_%EC%98%88%EC%82%B0_%EA%B4%80%EB%A6%AC_%EA%B0%80%EC%9D%B4%EB%93%9C\"><\/span>BigQuery \uc608\uc0b0 \uad00\ub9ac \uac00\uc774\ub4dc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>BigQuery\uc758 \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacfc\uae08 \uccb4\uacc4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uae30 \uc704\ud574\uc11c\ub294, \uc608\uc0b0 \ubc0f \uc54c\ub9bc \uc124\uc815\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\uc0b0 \ubc0f \uc54c\ub9bc \uc124\uc815 \uc801\uc6a9\uc744 \ud1b5\ud574 \uc608\uc0b0 \uc124\uc815\uce58\uc5d0 \ub3c4\ub2ec\ud588\uc744 \ub54c\uc5d0 \ub300\ud55c \uc54c\ub9bc\uc744 \ubc1b\uc744 \uc218 \uc788\uace0, \uc774\ub97c \ud1b5\ud574 \uc608\uc0c1\uce58 \uc54a\uc740 \ud070 \uae08\uc561\uc758 \uacfc\uae08 \uc0ac\uace0\uac00 \uc77c\uc5b4\ub098\uae30 \uc804\uc5d0 \uc54c\ub9bc\uc744 \ubc1b\uace0 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. BigQuery \uc608\uc0b0 \uc124\uc815 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ubc29\uc2dd\uc5d0 \ub300\ud574 \ucc28\uadfc\ucc28\uadfc \uc0b4\ud3b4\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc608\uc0b0 \uc124\uc815 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/strong>\n<ul>\n<li>\uc6d4\uac04 \uc608\uc0b0\uc744 \uc124\uc815\ud558\uace0, \uc608\uc0c1 \ube44\uc6a9\uc5d0 \ub3c4\ub2ec\ud588\uc744 \ub54c \uc54c\ub9bc\uc744 \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. GCP Console\uc758 <strong>\uacb0\uc81c &gt; \uc608\uc0b0 \ubc0f \uc54c\ub9bc<\/strong> \uba54\ub274\ub97c \ud1b5\ud574 \uc608\uc0b0 \uacbd\uace0\ub97c \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc0ac\uc6a9\uc790\ub294 \ud2b9\uc815 \ube44\uc6a9(\uc608: 10\ub9cc \uc6d0, 20\ub9cc \uc6d0, 30\ub9cc \uc6d0) \ub3c4\ub2ec \uc2dc \uc54c\ub9bc\uc744 \ubc1b\ub3c4\ub85d \uad6c\uc131\ud558\uc5ec \ube44\uc6a9 \uc99d\uac00\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uacb0\uc81c &gt; \uc608\uc0b0 \ubc0f \uc54c\ub9bc<\/strong> \ud398\uc774\uc9c0\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uc815\uc758 \uc54c\ub9bc \ud2b8\ub9ac\uac70\ub97c \uc124\uc815\ud558\uc5ec \uc77c\uc804 \uc218\uc900 \uc774\uc0c1\uc758 \uae08\uc561\uc5d0 \ub3c4\ub2ec\ud588\uc744 \ub54c, \uc774\uba54\uc77c \ub4f1\uc73c\ub85c \uc54c\ub9bc\uc744 \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \uc0ac\uc6a9\uc790 \uc774\uba54\uc77c\uc744 \ub4f1\ub85d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uc54c\ub9bc \uad00\ub9ac<\/strong> \ud0ed\uc5d0\uc11c<strong> &#8216;\uc774 \uc608\uc0b0\uc5d0 \ubaa8\ub2c8\ud130\ub9c1 \uc54c\ub9bc \uc5f0\uacb0&#8217;<\/strong>\uc744 \uccb4\ud06c\ud55c \ud6c4, \ud504\ub85c\uc81d\ud2b8 1\uac1c\ub2f9 \ucd5c\ub300 5\uac1c\uc758 \uc774\uba54\uc77c \uacc4\uc815\uc744 \uc5f0\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-407 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file.jpg\" alt=\"\" width=\"578\" height=\"569\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file.jpg 1597w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-300x295.jpg 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-1024x1007.jpg 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-768x755.jpg 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-1536x1510.jpg 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-900x885.jpg 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/unnamed-file-500x492.jpg 500w\" sizes=\"auto, (max-width: 578px) 100vw, 578px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-394 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815.png\" alt=\"\" width=\"591\" height=\"311\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815.png 954w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815-300x158.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815-768x404.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815-900x474.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ud2b8\ub9ac\uac70\uc124\uc815-500x263.png 500w\" sizes=\"auto, (max-width: 591px) 100vw, 591px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-418 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93.jpg\" alt=\"\" width=\"650\" height=\"458\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93.jpg 1836w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-300x211.jpg 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-1024x722.jpg 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-768x541.jpg 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-1536x1083.jpg 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-900x634.jpg 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c93-500x352.jpg 500w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\ube44\uc6a9 \ubd84\uc11d<\/strong>\n<ul>\n<li>BigQuery Monitoring\uc5d0\uc11c\ub294 \uc0ac\uc6a9\ub7c9 \ubc0f \ube44\uc6a9 \ud328\ud134\uc744 \uc2dc\uac04\ubcc4, \uc791\uc5c5\ubcc4, \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790\ubcc4\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2dc\uac04\ubcc4 \ube44\uc6a9 \ubd84\uc11d<\/strong><br \/>\n\uc6d0\ud558\ub294 \ud2b9\uc815 \uc2dc\uac04\ub300\ub97c \uc124\uc815\ud558\uc5ec, \ud574\ub2f9 \uc2dc\uac04\ub300\uc5d0 \uc9d1\uc911\uc801\uc73c\ub85c \ubc1c\uc0dd\ud558\ub294 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9 \ubc0f \ube44\uc6a9\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\ub7c9\uc774 \uae09\uc99d\ud558\ub294 \uc2dc\uac04\ub300\uac00 \uc788\ub2e4\uba74, \ud574\ub2f9 \ucffc\ub9ac \uc2e4\ud589 \uc791\uc5c5 \uae30\ub85d\uc744 \uc870\ud68c\ud574 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc774 \uae09\uc99d\ud558\ub294 \uc6d0\uc778\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc791\uc5c5\ubcc4 \ube44\uc6a9 \ubd84\uc11d<\/strong><br \/>\n\uac1c\ubcc4 \ucffc\ub9ac \ub610\ub294 \uc791\uc5c5\uc758 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9\uacfc \ubc1c\uc0dd \ube44\uc6a9\uc744 \ube44\uad50 \ubd84\uc11d\ud558\uc5ec \ube44\ud6a8\uc728\uc801\uc778 \uc791\uc5c5\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ube44\uc6a9\uc774 \ub9ce\uc774 \ubc1c\uc0dd\ud558\ub294 \ucffc\ub9ac\ub97c \uc9d1\uc911\uc801\uc73c\ub85c \uc810\uac80\ud558\uc5ec \ucffc\ub9ac \ucd5c\uc801\ud654\ub97c \uc9c4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790\ubcc4 \uc0ac\uc6a9\ub7c9 \ubd84\uc11d<\/strong><br \/>\n\ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \uc0ac\uc6a9\uc790\ubcc4\ub85c \uc138\ubd84\ud654\ub41c \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \ud655\uc778\ud558\uc5ec, \ub9ac\uc18c\uc2a4 \ub0ad\ube44\ub97c \ucd08\ub798\ud558\ub294 \ud2b9\uc815 \uc0ac\uc6a9\uc790\uc758 \uc791\uc5c5\uc744 \uc2dd\ubcc4\ud558\uace0 \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-400 aligncenter\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1.png\" alt=\"\" width=\"569\" height=\"281\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1.png 1831w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-300x148.png 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-1024x505.png 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-768x379.png 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-1536x758.png 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-900x444.png 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ubaa8\ub2c8\ud130\ub9c1-500x247.png 500w\" sizes=\"auto, (max-width: 569px) 100vw, 569px\" \/><\/p>\n<h2><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"BigQuery_%EA%B3%BC%EA%B8%88_%ED%95%A0%EB%8B%B9%EB%9F%89_%EC%84%A4%EC%A0%95\"><\/span>BigQuery \uacfc\uae08 \ud560\ub2f9\ub7c9 \uc124\uc815<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uc608\uc0b0 \uc124\uc815 \ubc0f \uc54c\ub9bc \ubfd0 \uc544\ub2c8\ub77c, \ud2b9\uc815 \uae08\uc561 \uc774\uc0c1\uc774 \uacfc\uae08\ub420 \uc2dc, \ub354\uc774\uc0c1\uc758 \uacfc\uae08\uc774 \ubd80\uacfc\ub418\uc9c0 \uc54a\uac8c \uacfc\uae08 \ud560\ub2f9\ub7c9\uc744 \uc124\uc815\ud558\uace0 \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uacfc\uae08 \ud560\ub2f9\ub7c9<\/strong>\uc744 \uc124\uc815\ud558\uc5ec \uc608\uc0b0\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0, \uc758\ub3c4\uce58 \uc54a\uc740 \uacfc\uae08 \uc0ac\uace0\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud558\ub294 \uac83\uc740 \ub2e8\uc21c\ud55c \ube44\uc6a9 \uad00\ub9ac \uc774\uc0c1\uc758 \uc758\ubbf8\ub97c \uac00\uc9c0\uba70, \uc0ac\uc6a9\uc790\uac00 \ud50c\ub7ab\ud3fc\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d5\ub294 \uc911\uc694\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud560\ub2f9\ub7c9 \uc124\uc815<\/strong>\n<ul>\n<li><span class=\"notion-enable-hover\" data-token-index=\"0\">GCP &gt; IAM &gt; \ud560\ub2f9\ub7c9 \ubc0f \uc2dc\uc2a4\ud15c \ud55c\ub3c4 &gt; \u2018BigQuery \uac80\uc0c9\u2019<\/span> \uc5d0\uc11c \uc758\ub3c4\uce58 \uc54a\uc740 \uacfc\uae08 \uc0ac\uace0\ub97c \uc608\ubc29\ud558\uae30 \uc704\ud574 BigQuery \uacfc\uae08 \ud560\ub2f9\ub7c9\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<!-- notionvc: 0057d4af-674d-46f7-9abf-2c681861a916 --><\/li>\n<li>\uc77c\uc77c \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9, \uc0ac\uc6a9\uc790\ubcc4 \ucffc\ub9ac \uc2e4\ud589 \ud55c\ub3c4 \ub4f1\uc744 \uac1c\ubcc4\uc801\uc73c\ub85c \uc81c\ud55c\ud558\uc5ec \uc0ac\uc6a9 \uaddc\ubaa8\uc5d0 \ub9de\uac8c \uacfc\uae08 \ud55c\ub3c4\ub97c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<strong><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-419 aligncenter\" style=\"font-weight: 400;\" src=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-scaled.jpg\" alt=\"\" width=\"625\" height=\"270\" srcset=\"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-scaled.jpg 2560w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-300x130.jpg 300w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-1024x442.jpg 1024w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-768x332.jpg 768w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-1536x664.jpg 1536w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-2048x885.jpg 2048w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-900x389.jpg 900w, https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-content\/uploads\/2024\/12\/\ub9c8\uc9c0\ub9c94-500x216.jpg 500w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/><\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li><b>GCP IAM \uc5ed\ud560 \ubc0f \uad8c\ud55c \uc124\uc815<\/b>\n<ul>\n<li>GCP\uc758 <strong>Cloud IAM<\/strong>\uc744 \ud65c\uc6a9\ud558\uba74 BigQuery \ub9ac\uc18c\uc2a4\uc5d0 \ub300\ud55c \uc811\uadfc \uad8c\ud55c\uc744 \uc138\ubc00\ud558\uac8c \uc81c\uc5b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud504\ub85c\uc81d\ud2b8, \ub370\uc774\ud130\uc138\ud2b8, \ud14c\uc774\ube14 \uc218\uc900\uc5d0\uc11c \uc811\uadfc \uad8c\ud55c\uc744 \uc81c\ud55c\ud558\uc5ec, \ubd88\ud544\uc694\ud55c \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \ubc29\uc9c0\ud558\uace0 \ubcf4\uc548\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud2b9\uc815 \uc0ac\uc6a9\uc790 \uadf8\ub8f9\uc5d0 \ud560\ub2f9\ub7c9 \uc81c\ud55c\uc744 \uc801\uc6a9\ud574, \uc608\uc0c1\uce58 \ubabb\ud55c \uacfc\ub3c4\ud55c \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EC%A0%95%EB%A6%AC%ED%95%98%EB%A9%B0\"><\/span>\uc815\ub9ac\ud558\uba70<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ub2e4\uc2dc\ud55c\ubc88 \uc815\ub9ac\ud558\uba74, BigQuery\ub294 Google Cloud Platform\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4 \uc194\ub8e8\uc158\uc73c\ub85c \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub97c \uc9c0\uc6d0\ud558\uba70, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ud655\uc7a5\uc131\uacfc \ud3b8\uc758\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc798\ubabb\ub41c \uc6b4\uc601\uacfc \uad00\ub9ac\ub85c \ubd88\ud544\uc694\ud55c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc774 \uc788\uae30 \ub54c\ubb38\uc5d0 \uc774\ub97c \ubc29\uc9c0\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ud65c\uc6a9\uc744 \uc704\ud574 \ud6a8\uc728\uc801\uc778 \ucffc\ub9ac \uc2e4\ud589 \uc804\ub7b5, \uc608\uc0b0 \ubc0f \ud560\ub2f9\ub7c9 \uc124\uc815, \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654\ub97c \ud1b5\ud55c \ube44\uc6a9 \uad00\ub9ac \uc804\ub7b5\uc744 \uae30\uc5b5\ud558\uace0 \uc900\uc218\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc2e4\ucc9c\ud568\uc73c\ub85c\uc368 \ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \ubd88\ud544\uc694\ud55c \uacfc\uae08\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc77c \uc218 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uae30\uc5b5\ud574\uc8fc\uc2dc\uba74 \uc88b\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"reference\"><\/span>reference<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/introduction?hl=ko\" target=\"_blank\" rel=\"noopener\">BigQuery \uac1c\uc694<\/a><\/p>\n<p><a href=\"https:\/\/cloud.google.com\/bigquery\/pricing?hl=ko\" target=\"_blank\" rel=\"noopener\">BigQuery \uac00\uaca9 \ucc45\uc815<\/a><\/p>\n<p><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/best-practices-storage?hl=ko\" target=\"_blank\" rel=\"noopener\">BigQuery\uc5d0\uc11c \uc2a4\ud1a0\ub9ac\uc9c0 \ucd5c\uc801\ud654<\/a><\/p>\n<p><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/storage_overview?hl=ko\" target=\"_blank\" rel=\"noopener\">BigQuery \uc2a4\ud1a0\ub9ac\uc9c0 \uac1c\uc694<\/a><\/p>\n<p><a href=\"https:\/\/cloud.google.com\/blog\/products\/bigquery\/separation-of-storage-and-compute-in-bigquery?hl=en\" target=\"_blank\" rel=\"noopener\">BigQuery\uc5d0\uc11c \uc2a4\ud1a0\ub9ac\uc9c0\uc640 \ucef4\ud4e8\ud305 \ubd84\ub9ac<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub4e4\uc5b4\uac00\uba70 BigQuery\ub294 GCP(Google Cloud Platform)\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc644\uc804 \uad00\ub9ac\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\ub85c, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4. BigQuery\ub294 \ub370\uc774\ud130 \ucc98\ub9ac\ub7c9\uc5d0 \ub530\ub77c \uacfc\uae08\uc774 \ubd80\uacfc\ub418\ub294 \uc8fc\ubb38\ud615 \ucef4\ud4e8\ud305 \uac00\uaca9 \uc694\uae08\uc81c\uc640\uc77c\uc815\ud55c \uc608\uc0b0 \uc124\uc815\uc774 \uac00\ub2a5\ud55c \uc6a9\ub7c9 \ucef4\ud4e8\ud305 \uac00\uaca9 \uc694\uae08\uc81c\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uc694\uae08\uc81c\uc758 \uacbd\uc6b0, \uad00\ub9ac\uc640 \ucd5c\uc801\ud654\ub97c \uc18c\ud640\ud788 \ud560 \uacbd\uc6b0 \ubd88\ud544\uc694\ud55c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud560 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[43,18,27,42],"class_list":["post-388","post","type-post","status-publish","format-standard","hentry","category-1","tag-bigquery-monitoring","tag-gcp-bigquery","tag-27","tag-42","col-md-12"],"_links":{"self":[{"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/posts\/388","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/comments?post=388"}],"version-history":[{"count":31,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/posts\/388\/revisions"}],"predecessor-version":[{"id":474,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/posts\/388\/revisions\/474"}],"wp:attachment":[{"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/media?parent=388"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/categories?post=388"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nnt-consulting.com\/tech\/blog\/wp-json\/wp\/v2\/tags?post=388"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}