{"id":236050,"date":"2022-02-10T15:51:17","date_gmt":"2022-02-10T14:51:17","guid":{"rendered":"https:\/\/blog.jetbrains.com\/datalore\/2022\/02\/10\/introducing-sql-cells-and-database-connections-to-datalore-notebooks\/"},"modified":"2025-09-18T15:11:01","modified_gmt":"2025-09-18T14:11:01","slug":"introducing-sql-cells-and-database-connections-to-datalore-notebooks","status":"publish","type":"datalore","link":"https:\/\/blog.jetbrains.com\/zh-hans\/datalore\/2022\/02\/10\/introducing-sql-cells-and-database-connections-to-datalore-notebooks\/","title":{"rendered":"\u4e3a Datalore Notebook \u9686\u91cd\u63a8\u51fa SQL \u5355\u5143\u548c\u6570\u636e\u5e93\u8fde\u63a5\uff01"},"content":{"rendered":"\n<p>Datalore \u56e2\u961f\u5411\u60a8\u95ee\u597d\uff01<\/p>\n\n\n\n<p>\u4ece Python Notebook \u67e5\u8be2 SQL \u6570\u636e\u5e93\u7684\u6700\u5e38\u89c1\u65b9\u5f0f\u662f\u4ec0\u4e48\uff1f \u5176\u4e2d\u53ef\u80fd\u5305\u62ec\u4f7f\u7528 PySQL \u6216 SQLAlchemy \u7b49 Python SQL \u5e93\uff0c\u6216\u8005\u5728\u5355\u72ec\u7684 SQL IDE \u4e2d\u521b\u5efa\u811a\u672c\u5e76\u5c06\u7ed3\u679c\u4f5c\u4e3a CSV \u5bfc\u5165\u5230 Notebook \u4e2d\u3002 <\/p>\n\n\n\n<p><strong>\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u63a8\u8350\u4e00\u79cd\u66f4\u6709\u6548\u7684\u65b9\u5f0f\uff1a\u5728 Datalore Notebook \u4e2d\u7ec4\u5408\u539f\u751f SQL \u5355\u5143\u548c Python \u4ee3\u7801\u3002<\/strong><\/p>\n\n\n\n<p><em>Datalore Professional \u548c Enterprise \u7528\u6237\u53ef\u4ee5\u65e0\u9650\u5236\u5730\u4f7f\u7528\u6b64\u529f\u80fd\u3002 Community \u65b9\u6848\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u8bd5\u7528 30 \u5929\uff01<\/em><\/p>\n\n\n\n<p>\u8bf7\u9605\u8bfb\u6b64\u535a\u6587\uff0c\u4e86\u89e3\u5982\u4f55\u4ece Datalore \u7684\u7f16\u8f91\u5668 UI \u67e5\u8be2\u60a8\u7684 SQL \u6570\u636e\u5e93\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"step-1-connect-to-an-sql-database\">\u7b2c 1 \u6b65\uff1a\u8fde\u63a5\u5230 SQL \u6570\u636e\u5e93<\/h2>\n\n\n\n<p>\u73b0\u5728\uff0c\u60a8\u4e0d\u9700\u8981\u7f16\u5199\u6837\u677f Python \u4ee3\u7801\u6765\u8fde\u63a5\u5230\u6570\u636e\u5e93\uff0c\u800c\u662f\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u8fde\u63a5\uff0c\u7136\u540e\u53ea\u9700\u70b9\u51fb\u4e00\u4e0b\u5373\u53ef\u5728\u591a\u4e2a Notebook \u4e2d\u91cd\u7528\u8be5\u8fde\u63a5\u3002 <\/p>\n\n\n\n<p>\u8981\u8fde\u63a5\u6570\u636e\u5e93\uff0c\u8bf7\u6309\u7167\u6b64 GIF \u4e2d\u7684\u6b65\u9aa4\u64cd\u4f5c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/TqN1CfvywmnU-kYq12CGBAQDYQvUaP8A_2cf9wpqBMil6tILbbCzv-TJYGGRgB6At7-S8JZDjVWVu_2K0NekRjnr0yjd5vYmJkzsoDiComM2P1FB0ba8cjIZ44ZWJQSKm3wBSsIW.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>Datalore \u5bf9\u51e0\u4e4e\u6240\u6709\u53ef\u80fd\u7684\u6570\u636e\u5e93\u90fd\u652f\u6301<strong>\u7528\u6237\u548c\u5bc6\u7801\u8eab\u4efd\u9a8c\u8bc1<\/strong>\uff0c\u5305\u62ec PostgreSQL\u3001Snowflake\u3001MySQL\u3001MariaDB\u3001Amazon Redshift\u3001Oracle\u3001Azure SQL Database \u7b49\u3002 <\/p>\n\n\n\n<p>\u8fde\u63a5\u5230\u6570\u636e\u5e93\u4e4b\u540e\uff0c\u53ea\u9700\u70b9\u51fb\u4e00\u4e0b\u5373\u53ef\u6d4f\u89c8\u5176\u67b6\u6784\u5e76\u8fde\u63a5\u5230\u5176\u4ed6 Notebook\u3002<\/p>\n\n\n\n<p><strong>\u6211\u4eec\u8fd8\u521b\u5efa\u4e86\u4e00\u4e2a\u6f14\u793a\u6570\u636e\u5e93\uff0cCommunity \u548c Professional \u65b9\u6848\u4e0b\u7684\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u901a\u8fc7\u201cTake a tour\u201d\uff08\u89c2\u770b\u5bfc\u89c8\uff09\u63d0\u793a\u8fde\u63a5\u5230\u5b83\u3002<\/strong> <\/p>\n\n\n\n<p>\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u663e\u5f0f\u6307\u5b9a\u4ee5\u4e0b\u51ed\u636e\u6765\u8fde\u63a5\u5230\u6f14\u793a\u6570\u636e\u5e93\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6570\u636e\u5e93\u7c7b\u578b\uff1aPostgreSQL<\/li>\n\n\n\n<li>\u4e3b\u673a\uff1ademo-database.private.datalore.io<\/li>\n\n\n\n<li>\u7528\u6237\u3001\u5bc6\u7801\u3001\u6570\u636e\u5e93\uff1adatalore<\/li>\n<\/ul>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com\/datalore\/\" target=\"_blank\" rel=\"noopener\">      \n      \u5728Datalore\u4e2d\u5c1d\u8bd5\n    <\/a>\n<\/p>\n\n\n\n<p>\u5728\u5e95\u5c42\uff0c\u6b64\u529f\u80fd\u7531 <a href=\"https:\/\/www.jetbrains.com.cn\/datagrip\/\" target=\"_blank\" rel=\"noopener\">JetBrains DataGrip<\/a> \u63d0\u4f9b\u652f\u6301\uff0c\u8fd9\u662f\u4e00\u6b3e\u9488\u5bf9 SQL \u6570\u636e\u5e93\u7684\u4e13\u4e1a\u5de5\u5177\u3002 \u5b83\u5141\u8bb8\u6211\u4eec\u91cd\u7528\u5927\u91cf\u5df2\u7ecf\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7ecf\u8fc7\u8bc1\u660e\u7684\u4ee3\u7801\uff0c\u5e76\u6dfb\u52a0\u4e86\u5bf9\u5177\u6709\u4e0d\u540c SQL \u65b9\u8a00\u7684\u8bb8\u591a\u6570\u636e\u5e93\u7684\u652f\u6301\u3002 \u6b64\u5916\uff0c\u5728 Notebook \u5185\u6838\u4e4b\u5916\u8fd0\u884c\u5230\u6570\u636e\u5e93\u7684\u8fde\u63a5\u8fd8\u5e26\u6765\u4e86\u53e6\u4e00\u4e2a\u597d\u5904\uff0c\u5373\u66f4\u9ad8\u7684\u5b89\u5168\u6027\uff1a\u60a8\u7684\u6570\u636e\u5e93\u5bc6\u7801\u6c38\u8fdc\u4e0d\u4f1a\u6cc4\u9732\u7ed9\u60a8\u7684\u534f\u4f5c\u8005\u3002 <\/p>\n\n\n\n<p><em>\u65e0\u6cd5\u4ece\u516c\u5171\u4e91\u5de5\u5177\u8fde\u63a5\u5230\u60a8\u7684\u6570\u636e\u5e93\uff1f <a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">\u8003\u8651\u5728\u672c\u5730\u90e8\u7f72\u73af\u5883\u4e2d\u5b89\u88c5\u4e13\u7528 Datalore\u3002<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"step-2-now-it-s-time-to-add-an-sql-cell\">\u7b2c 2 \u6b65\uff1a\u6dfb\u52a0 SQL \u5355\u5143<\/h2>\n\n\n\n<p>\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\u540e\uff0c\u60a8\u53ef\u4ee5\u5c06\u5176\u9644\u52a0\u5230\u4efb\u4f55 Notebook\uff0c\u5e76\u4f7f\u7528 SQL \u5355\u5143\u67e5\u8be2\u6570\u636e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/RLxZQV5r9pZmJf-8uXMOpNxP3e6mmfBkcnW0vu58US_r-lBhNwgW2NeVRdqwx3LKtG9S3b2DUVnXB1uw1pCw8ASdnilAlzd2YSMfe1-pYPU-yGk42bGwAdkLVo4kzPnQK468X9Rw.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u7f16\u5199 SQL \u4ee3\u7801\u65f6\uff0c\u60a8\u5c06\u83b7\u5f97\u57fa\u4e8e\u81ea\u7701\u6570\u636e\u5e93\u8868\u548c\u8bed\u6cd5\u9ad8\u4eae\u663e\u793a\u7684\u4ee3\u7801\u8865\u5168\u3002 \u60a8\u7684\u67e5\u8be2\u7ed3\u679c\u5c06\u81ea\u52a8\u4fdd\u5b58\u5728 pandas DataFrame \u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 Python \u65e0\u7f1d\u7ee7\u7eed\u60a8\u7684\u6570\u636e\u5206\u6790\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"step-3-collaborate-with-your-team\">\u7b2c 3 \u6b65\uff1a\u4e0e\u60a8\u7684\u56e2\u961f\u534f\u4f5c\uff01<\/h2>\n\n\n\n<p>\u5728 Datalore \u4e2d\uff0c\u60a8\u53ef\u4ee5\u5728 Notebook \u4e0a\u5b9e\u65f6\u534f\u4f5c\uff0cSQL \u5355\u5143\u4e5f\u4e0d\u4f8b\u5916\u3002 \u60a8\u53ef\u4ee5\u4e0e\u56e2\u961f\u6210\u5458\u540c\u65f6\u7f16\u8f91 SQL \u4ee3\u7801\u5e76\u4e00\u8d77\u521b\u5efa\u67e5\u8be2\u3002 \u5171\u4eab Notebook \u5f88\u7b80\u5355\uff0c\u53ea\u9700\u53d1\u9001\u516c\u5f00\u7f16\u8f91\/\u67e5\u770b\u8bbf\u95ee\u94fe\u63a5\u6216\u901a\u8fc7\u7535\u5b50\u90ae\u4ef6\u9080\u8bf7\u534f\u4f5c\u8005\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/JUiyY6F0Qr-NJI6Vd0uwUH0lJkaqfPl7JtVsDPsx4EMpTGglbyghCaPCc2vcyUjO786qXpjs5fwYu5qbGhXB5nc7rDVka0k205aPg7ngAetH7ur4sUzBRLIc4DqXChdlvzp9eOP6.gif\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"step-3-visualize-results-and-share-reports\">\u7b2c 4 \u6b65\uff1a\u53ef\u89c6\u5316\u7ed3\u679c\u5e76\u5171\u4eab\u62a5\u544a<\/h2>\n\n\n\n<p>\u6267\u884c\u5b8c\u67d0\u4e2a SQL \u5355\u5143\u540e\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 Visualize\uff08\u53ef\u89c6\u5316\uff09\u9009\u9879\u5361\u6216 Chart\uff08\u56fe\u8868\uff09\u5355\u5143\u7acb\u5373\u5bf9\u7ed3\u679c\u8fdb\u884c\u53ef\u89c6\u5316\u3002 \u6b64\u5916\uff0c\u60a8\u53ef\u4ee5\u6dfb\u52a0\u4ea4\u4e92\u5f0f\u63a7\u4ef6\uff0c\u5e76\u5c06\u60a8\u7684 Notebook \u53d8\u6210\u4ea4\u4e92\u5f0f\u6216\u9759\u6001\u62a5\u544a\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/8Ehm2D4W7Od_9Gx_1GaxIpTSoR4aAra5yQKvDXIJwmWaHxn0CMt_weXm9aKUPkSNQ6rpymPxaJcZLbGaTOOawu-9KfOVAhwnWwpPT3MTU8ssVo5PORmVjl84emJEGs6RWYCMCs85.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p><em><em>\u4ea4\u4e92\u5f0f\u62a5\u544a\u4ec5\u4f9b Datalore Enterprise \u7528\u6237\u4f7f\u7528\u3002<\/em><\/em><\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">      \n     \u4e86\u89e3 Datalore Enterprise\n    <\/a>\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faq\">\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n\n\n\n<p>\u2013 <strong><em>\u8fd9\u662f Pro \u7248\u529f\u80fd\u5417\uff1f<\/em><\/strong> <\/p>\n\n\n\n<p>\u662f\u7684\uff0cSQL \u5355\u5143\u548c\u6570\u636e\u5e93\u8fde\u63a5\u662f\u4e00\u9879 Pro \u7248\u529f\u80fd\u3002 \u4e0d\u8fc7\uff0cCommunity \u7528\u6237\u53ef\u4ee5\u514d\u8d39\u8bd5\u7528 1 \u4e2a\u6708\u3002 <\/p>\n\n\n\n<p>\u2013 <strong><em>\u6211\u662f\u4e00\u540d Community \u65b9\u6848\u7528\u6237\uff0c\u8bd5\u7528\u6708\u7ed3\u675f\u540e\u4f1a\u600e\u6837\uff1f<\/em><\/strong> <\/p>\n\n\n\n<p>\u8981\u7ee7\u7eed\u4f7f\u7528 SQL \u5355\u5143\uff0c\u60a8\u9700\u8981\u5347\u7ea7\u5230 Datalore Professional\u3002 <\/p>\n\n\n\n<p>\u2013 <strong><em>\u5982\u679c\u4e0d\u5141\u8bb8\u6211\u5c06\u6570\u636e\u5e93\u8fde\u63a5\u5230\u4e91\u5de5\u5177\uff0c\u8be5\u600e\u4e48\u529e\uff1f<\/em><\/strong> <\/p>\n\n\n\n<p>\u5bf9\u4e8e\u9700\u8981\u5728\u672c\u5730\u90e8\u7f72\u73af\u5883\u4e2d\u4e0d\u516c\u5f00\u6258\u7ba1\u6570\u636e\u7684\u516c\u53f8\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86 Datalore Enterprise \u65b9\u6848\u3002 \u5728<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">\u6b64\u5904<\/a>\u4e86\u89e3\u8be6\u60c5\u3002 <\/p>\n\n\n\n<p>\u2013 <strong><em>\u4f60\u4eec\u4e0d\u652f\u6301\u6211\u4f7f\u7528\u7684\u8eab\u4efd\u9a8c\u8bc1\u9009\u9879\uff0c\u6211\u8be5\u600e\u4e48\u529e\uff1f<\/em><\/strong> <\/p>\n\n\n\n<p>\u8bf7<a href=\"https:\/\/datalore-forum.jetbrains.com\/\" target=\"_blank\" rel=\"noopener\">\u5728\u6211\u4eec\u7684\u8bba\u575b\u4e0a<\/a>\u544a\u8bc9\u6211\u4eec\u60a8\u9700\u8981\u54ea\u79cd\u8eab\u4efd\u9a8c\u8bc1\u9009\u9879\uff0c\u6211\u4eec\u8ba1\u5212\u672a\u6765\u652f\u6301\u66f4\u591a\u9009\u9879\u3002 <\/p>\n\n\n\n<p>\u6700\u540e\u4f46\u540c\u6837\u91cd\u8981\u7684\u662f\uff0c\u60a8\u53ef\u4ee5\u89c2\u770b\u8fd9\u4e2a\u77ed\u89c6\u9891\u6559\u7a0b\uff0c\u4e86\u89e3\u5728 Datalore \u4e2d\u638c\u63e1 SQL \u5355\u5143\u7684\u6280\u5de7\uff0c\u5e76\u4e86\u89e3\u6b64\u529f\u80fd\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"5 tips for using SQL cells in Datalore \u2013 a data science notebook platform by JetBrains\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/xHlahGVq_BE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u4eca\u5929\u7684\u6587\u7ae0\u5c31\u5230\u8fd9\u91cc\u3002 \u8bf7\u5728<a href=\"https:\/\/weibo.com\/p\/1006063220313942\/home\" target=\"_blank\" rel=\"noopener\">\u5fae\u535a<\/a>\u548c\u5fae\u4fe1\u516c\u4f17\u53f7\uff08ID: JetBrainsChina\uff09\u4e0a\u5173\u6ce8JetBrains\u4e2d\u56fd\uff0c\u4e86\u89e3\u6700\u65b0\u52a8\u6001\uff01<\/p>\n\n\n\n<p>\u795d\u60a8\u5206\u6790\u6109\u5feb\uff01 <\/p>\n\n\n\n<p>Datalore \u56e2\u961f<\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author 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