{"id":332855,"date":"2023-03-16T08:31:45","date_gmt":"2023-03-16T07:31:45","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=datalore&#038;p=332855"},"modified":"2023-03-16T08:31:48","modified_gmt":"2023-03-16T07:31:48","slug":"new-in-datalore-2023-run-api-and-a-number-of-performance-improvements","status":"publish","type":"datalore","link":"https:\/\/blog.jetbrains.com\/ko\/datalore\/2023\/03\/16\/new-in-datalore-2023-run-api-and-a-number-of-performance-improvements\/","title":{"rendered":"Datalore 2023 \uc18c\uc2dd: Run API \ubc0f \uc5ec\ub7ec \uac00\uc9c0 \uc131\ub2a5 \uac1c\uc120"},"content":{"rendered":"<p>2023\ub144 1\uc6d4\ubd80\ud130 Community \ubc0f Professional \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc5ec\ub7ec \uac00\uc9c0 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc774 \ucd9c\uc2dc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ubaa9\ub85d\uc5d0\ub294 \uc624\ub7ab\ub3d9\uc548 \uae30\ub2e4\ub824\uc628 Datalore Run API, \ub354 \uac15\ub825\ud574\uc9c4 \ubc18\uc751\ud615 \ucee4\ub110, \uace0\uc131\ub2a5 CPU \ubc0f GPU, Professional \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c Datalore \ud06c\ub808\ub527 \ubc0f \uc5ec\ub7ec \uac00\uc9c0 \uc131\ub2a5 \uac1c\uc120 \uc0ac\ud56d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.&nbsp;<\/p>\n<h2>Datalore Run API<\/h2>\n<p>\uc0c8\ub85c\uc6b4 Datalore Run API\ub97c \uc0ac\uc6a9\ud558\uba74 API \ud638\ucd9c\uc744 \ud1b5\ud574 Datalore Notebook\uc744 \uc2e4\ud589\ud558\uac70\ub098 \ubcf4\uace0\uc11c\ub97c \ub2e4\uc2dc \uac8c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc678\ubd80 \uc571 \ubc0f \ub0b4\ubd80 Datalore Notebook\uc5d0\uc11c \ud544\uc694\uc5d0 \ub530\ub77c Notebook \uc7ac\uc2e4\ud589\uc744 \ud2b8\ub9ac\uac70\ud560 \uc218 \uc788\ub3c4\ub85d \uc608\uc57d \uc2e4\ud589 \uae30\ub2a5\uc774 \ud655\uc7a5\ub41c \uac83\uc785\ub2c8\ub2e4. API \uc0ac\uc6a9 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 <a href=\"https:\/\/www.jetbrains.com\/help\/datalore\/dl-run-api.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30<\/a>\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-328883\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/03\/image.png\" alt=\"\" width=\"1600\" height=\"1000\"><\/figure>\n<h2>\ud488\uc9c8 \ubc0f \uc131\ub2a5 \uac1c\uc120<\/h2>\n<p>\ubcf4\uace0\uc11c \uc791\uc131\uae30(Report Builder) \ubc0f Reactive \ubaa8\ub4dc\uc640 \ud568\uaed8 \uc608\uc57d \uc2e4\ud589 \ubc0f \ub370\uc774\ud130 \uc5f0\uacb0\uc774 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc774\uc81c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc791\uc5c5\uacf5\uac04 \uc218\uc900\uc5d0\uc11c \ud074\ub77c\uc6b0\ub4dc \ubc84\ud0b7 \uc5f0\uacb0\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.jetbrains.com\/help\/datalore\/use-s3-buckets.html\" target=\"_blank\" rel=\"noopener\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/li>\n<li>\uc774\uc81c \ubcf4\uace0\uc11c \uc791\uc131\uae30\uac00 \ubcf5\uc7a1\ud55c \ucd9c\ub825\uc774 \ud3ec\ud568\ub41c 100\uac1c \uc774\uc0c1\uc758 \uc140\uc774 \uc788\ub294 Notebook\uc5d0\uc11c \uc6d0\ud65c\ud558\uac8c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc774\uc81c \ubcf4\uace0\uc11c \uc791\uc131\uae30\uc758 \uc140\uc774 \ud574\ub2f9 Notebook\uc5d0\uc11c\uc640 \ub3d9\uc77c\ud55c \uc21c\uc11c\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc774\uc81c Notebook \ubdf0\uc5b4\uc5d0\uc11c \uc5f0\uacb0\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud1a0\ub9ac\uc9c0\uc758 \ucf58\ud150\uce20\ub97c \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uacf5\uac1c \uc561\uc138\uc2a4 \ub9c1\ud06c\ub97c \ucde8\uc18c\ud558\uba74 \uacf5\ub3d9 \uc791\uc5c5\uc790\ub294 Notebook\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4 \uad8c\ud55c\uc744 \uc783\uac8c \ub429\ub2c8\ub2e4.<\/li>\n<li>\uc774\uc81c <em>User(\uc0ac\uc6a9\uc790) | Running machines(\uc2dc\uc2a4\ud15c \uc2e4\ud589)<\/em> \ub300\ud654\uc0c1\uc790\uc5d0\uc11c <em>Scheduled run(\uc608\uc57d \uc2e4\ud589)<\/em>\uc744 \uc911\uc9c0\ud558\ub294 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uba54\ud2b8\ub9ad \uc140\uc5d0\uc11c \ub450 \uac1c\uc758 \ubd80\ub3d9\uc18c\uc218\uc810 \uc22b\uc790\ub97c \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc791\uc5c5\uacf5\uac04\uc758 \uc804\uccb4 \ucf58\ud150\uce20\ub97c .zip \uc544\uce74\uc774\ube0c\ub85c \ub0b4\ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>Notebook\uc758 \uc808\uc804 \ubaa8\ub4dc\uac00 \ud574\uc81c\ub418\uba74 \ud130\ubbf8\ub110 \uc138\uc158\uc774 \ub2e4\uc2dc \ud65c\uc131\ud654\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\ub354 \uac15\ub825\ud574\uc9c4 \ubc18\uc751\ud615 \ucee4\ub110<\/h2>\n<ul>\n<li>Reactive \ubaa8\ub4dc\uac00 \ud65c\uc131\ud654\ub41c Notebook \ubc0f \ubcf4\uace0\uc11c\uc5d0\uc11c \uc5f4\ub9b0 \uc5f0\uacb0 \ub610\ub294 \uae30\uae30\ub85c \uc778\ud574 \uccb4\ud06c\ud3ec\uc778\ud2b8\ub97c \uc9c0\uc815\ud560 \uc218 \uc5c6\ub294 \uc911\uac04 \uc140\uc774 \uc9c0\uc6d0\ub429\ub2c8\ub2e4.<\/li>\n<li>\uccb4\ud06c\ud3ec\uc778\ud2b8 \uc624\ub958\ub97c \u200b\u200b\ucc98\ub9ac\ud558\ub294 \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc774 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\ub294 \uacbd\uc6b0 Datalore\ub294 \ucd94\uac00 \ud3c9\uac00\ub97c \ud5c8\uc6a9\ud558\uba74\uc11c \uc140\uc774 \uccb4\ud06c\ud3ec\uc778\ud2b8 \uc9c0\uc815\ub418\uc9c0 \uc54a\uc558\uc74c\uc744 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc54c\ub9bd\ub2c8\ub2e4. \uc774\uc81c Datalore\ub294 \uac00\uc7a5 \uac00\uae4c\uc6b4 \uc720\ud6a8\ud55c \uccb4\ud06c\ud3ec\uc778\ud2b8\ub97c \uc7ac\ud3c9\uac00\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uace0\uc131\ub2a5 CPU \ubc0f GPU \ucd94\uac00&nbsp;<\/h2>\n<p>Datalore Professional\uc758 \uc635\uc158 \ubaa9\ub85d\uc5d0 8\uac1c\uc758 \uc0c8\ub85c\uc6b4 \uace0\uc131\ub2a5 CPU \ubc0f GPU \ucef4\ud4e8\ud305 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc5ec, CPU XXL\uc5d0\uc11c \ucd5c\ub300 96GB RAM \ubc0f \ucd5c\ub300 8\uac1c\uc758 Nvidia T4 GPU \uc131\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-328894\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/03\/image-1.png\" alt=\"\" width=\"1600\" height=\"1000\"><\/figure>\n<p>\uc0c8\ub85c\uc6b4 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4 \uad8c\ud55c\uc744 \uc5bb\uc73c\ub824\uba74 <em>Account Settings(\uacc4\uc815 \uc124\uc815) | Billing plans(\uccad\uad6c \uc694\uae08\uc81c)<\/em>\ub85c \uc774\ub3d9\ud558\uc138\uc694. Datalore Professional\ub85c \uacc4\uc815\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud574\uc57c \ud569\ub2c8\ub2e4!&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/resources.jetbrains.com\/storage\/products\/blog\/wp-content\/uploads\/Datalore\/Pro_plan_CPUs.gif\" alt=\"\"><\/figure>\n<p>\ub0b4\ubd80\uc801\uc73c\ub85c, \uac01\uac01\uc758 \uc0c8\ub85c\uc6b4 Notebook \ucef4\ud4e8\ud305\uc744 \uc704\ud574 Datalore\ub294 \uc0c8\ub85c\uc6b4 AWS EC2 \uba38\uc2e0\uc744 \uc2dc\uc791\ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c, \ucef4\ud4e8\ud305 \uac00\uaca9\uc744 \ucd5c\ub300\ud55c \ub0ae\uac8c \uc720\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 <a href=\"https:\/\/docs.aws.amazon.com\/AWSEC2\/latest\/UserGuide\/using-spot-instances.html\" target=\"_blank\" rel=\"noopener\">Spot \uba38\uc2e0<\/a>\uc774 \uc2dc\uc791\ub429\ub2c8\ub2e4. \uae30\ub2a5 \ub85c\ub4dc\ub9f5\uc758 \uc77c\ud658\uc73c\ub85c, Spot \ubc0f \uc628\ub514\ub9e8\ub4dc \uc720\ud615\uc758 \uc2dc\uc2a4\ud15c \uc911\uc5d0\uc11c \uc120\ud0dd\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \uac01 \uc2dc\uc2a4\ud15c\uc758 \ube44\uc6a9\uc744 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub354 \uba85\ud655\ud558\uac8c \ud45c\uc2dc\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n<h2>Datalore \ud06c\ub808\ub527<\/h2>\n<p>\ub9ce\uc740 \uc0ac\uc6a9\uc790\uac00 \ub300\uaddc\ubaa8 CPU \uc2dc\uc2a4\ud15c \uc2dc\uac04\ub9cc \ud544\uc694\ud558\ub2e4\uace0 \ubcf4\uace0\ud588\uc9c0\ub9cc, GPU \uc2dc\uac04\ub9cc \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ucef4\ud4e8\ud305 \uc635\uc158\uc744 \ub354 \uc720\uc5f0\ud558\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\ub3c4\ub85d, Professional \uc0ac\uc6a9\uc790\uac00 \uc120\ud638\ud558\ub294 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 Datalore \ud06c\ub808\ub527\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-328918\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/03\/image.jpeg\" alt=\"\" width=\"1600\" height=\"1000\"><\/figure>\n<p>Professional \uc694\uae08\uc81c\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\ub294 \ub9e4\uc6d4 12\uac1c\uc758 \ubb34\ub8cc Datalore \ud06c\ub808\ub527\uc744 \ubc1b\uac8c \ub418\uba70, \uc774\ub294 CPU L\uc5d0\uc11c 120\uc2dc\uac04\uc758 \ucef4\ud4e8\ud305\uacfc GPU S\uc5d0\uc11c 20\uc2dc\uac04\uc758 \ucef4\ud4e8\ud305\uc744 \ucc98\ub9ac\ud558\uae30\uc5d0 \ucda9\ubd84\ud55c \uc591\uc785\ub2c8\ub2e4. \uc774\uc804\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c Professional \uc694\uae08\uc81c\uc5d0\ub294 CPU S\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 750\uc2dc\uac04\uc758 \ucef4\ud4e8\ud305\uc774 \ud3ec\ud568\ub418\ubbc0\ub85c, Datalore \ud06c\ub808\ub527\uc774 \ubd80\uc871\ud55c \uacbd\uc6b0\uc5d0\ub3c4 \uc791\uc5c5\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\uac00 \ubcf4\uc7a5\ub429\ub2c8\ub2e4.&nbsp;<\/p>\n<p>\uc989, Datalore \ud06c\ub808\ub527 \ubc0f \ub354 \uac15\ub825\ud574\uc9c4 CPU \ubc0f GPU\ub97c \ud1b5\ud574 Datalore Professional \uad6c\ub3c5\uc5d0\uc11c \ub354 \ub9ce\uc740 \ud61c\ud0dd\uc744 \ub204\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n<h2>Datalore\uc5d0\uc11c Git\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95&nbsp;<\/h2>\n<p>\uac1c\uc778\uc801\uc73c\ub85c \ub610\ub294 \ud300\uc5d0\uc11c Python \uc2a4\ud06c\ub9bd\ud2b8 \ubaa8\uc74c\uc774\ub098 Git\uc5d0 \uc800\uc7a5\ub41c pip \ud638\ud658 \ud328\ud0a4\uc9c0\ub97c \uac1c\ubc1c\ud558\ub294 \uacbd\uc6b0, \uc774\uc81c Datalore\uc758 Notebook\uc5d0\uc11c \uc774 \uc800\uc7a5\uc18c\uc5d0 \ud3b8\ub9ac\ud558\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p align=\"center\"><a class=\"jb-download-button\" href=\"https:\/\/blog.jetbrains.com\/datalore\/2023\/02\/01\/how-to-work-with-git-in-datalore\/\"><i class=\"download-icon\"><\/i>\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/p>\n<h2>Datalore Enterprise \ub9b4\ub9ac\uc2a4&nbsp;<\/h2>\n<p>Datalore Enterprise 2023.1\uc744 \ucd9c\uc2dc\ud558\uba74\uc11c, \uc5ec\ub7ec \uac00\uc9c0 \uba74\uc5d0\uc11c \ud488\uc9c8\uacfc \uc131\ub2a5\uc744 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \uac1c\uc120\ub41c \uae30\ub2a5\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694.<\/p>\n<p align=\"center\"><a class=\"jb-download-button\" href=\"https:\/\/blog.jetbrains.com\/datalore\/2023\/02\/23\/datalore-enterprise-2023-1-run-api-and-quality-improvements\/\"><i class=\"download-icon\"><\/i>\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/p>\n<h2>TrueLayer\uac00 \uc548\uc804\ud55c \uacf5\ub3d9 \uc791\uc5c5\uc744 \uc704\ud574 Datalore\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>TrueLayer\ub294 \uac1c\uc120\ub41c \uae08\uc735 \ud658\uacbd\uc744 \ub204\uad6c\ub098 \uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uae00\ub85c\ubc8c \uc624\ud508 \ubc45\ud0b9 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<p align=\"center\"><a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com\/ko-kr\/company\/customers\/experience\/truelayer\/\" target=\"_blank\" rel=\"noopener\"><i class=\"download-icon\"><\/i>\uc804\uccb4 \uc0ac\ub840 \uc5f0\uad6c \uc77d\uae30<\/a><\/p>\n<p>Datalore \ud300 \ub4dc\ub9bc<\/p>\n<p><em>\uac8c\uc2dc\ubb3c \uc6d0\ubb38 \uc791\uc131\uc790<\/em><\/p>\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/?s=200&#038;r=g\" width=\"200\" height=\"200\" alt=\"\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                                       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<\/div>\n","protected":false},"author":964,"featured_media":333005,"comment_status":"closed","ping_status":"closed","template":"","categories":[952,89,907],"tags":[],"cross-post-tag":[],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/datalore\/332855"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/datalore"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/datalore"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/964"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=332855"}],"version-history":[{"count":10,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/datalore\/332855\/revisions"}],"predecessor-version":[{"id":333020,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/datalore\/332855\/revisions\/333020"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/333005"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=332855"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=332855"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=332855"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=332855"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}