{"id":232122,"date":"2022-02-14T15:59:05","date_gmt":"2022-02-14T14:59:05","guid":{"rendered":"https:\/\/blog.jetbrains.com\/datalore\/2022\/02\/14\/how-to-run-sql-from-jupyter-notebook-two-easy-ways\/"},"modified":"2025-09-19T09:28:08","modified_gmt":"2025-09-19T08:28:08","slug":"how-to-run-sql-from-jupyter-notebook-two-easy-ways","status":"publish","type":"datalore","link":"https:\/\/blog.jetbrains.com\/zh-hans\/datalore\/2022\/02\/14\/how-to-run-sql-from-jupyter-notebook-two-easy-ways\/","title":{"rendered":"\u5982\u4f55\u4ece Jupyter Notebook \u8fd0\u884c SQL \u2013 \u4e24\u79cd\u7b80\u5355\u65b9\u5f0f"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"\u4e3a\u4ec0\u4e48\u9700\u8981\u5728-jupyter-notebook-\u5185\u7ec4\u5408-sql-\u548c-python\">\u4e3a\u4ec0\u4e48\u9700\u8981\u5728 Jupyter Notebook \u5185\u7ec4\u5408 SQL \u548c Python<\/h2>\n\n\n\n<p>SQL \u975e\u5e38\u9002\u7528\u4e8e\u68c0\u7d22\u6570\u636e\u548c\u8ba1\u7b97\u57fa\u672c\u7edf\u8ba1\u6570\u636e\uff0c\u800c Python \u5728\u60a8\u9700\u8981<strong>\u6df1\u5165\u3001\u7075\u6d3b\u7684\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\u6216\u6570\u636e\u79d1\u5b66<\/strong>\u65f6\u5927\u6709\u7528\u6b66\u4e4b\u5730\u3002 \u5982\u679c\u60a8\u5728\u4e00\u4e2a\u5de5\u5177\u4e2d\u53ef\u540c\u65f6\u4f7f\u7528\u4e24\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f1a\u600e\u6837\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2560\" height=\"1200\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/02\/Blog_Featured_image_1280x600-2-1.png\" alt=\"\" class=\"wp-image-228185\"\/><\/figure>\n\n\n\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u60a8\u5c06\u4e86\u89e3<strong>\u901a\u8fc7 Jupyter Notebook \u63a5\u53e3\u4f7f\u7528 Python \u548c SQL \u7684\u4e24\u79cd\u7b80\u5355\u65b9\u5f0f<\/strong>\uff0c\u5e76\u4f7f\u7528\u51e0\u884c\u4ee3\u7801\u521b\u5efa SQL \u67e5\u8be2\u3002 \u8fd9\u4e24\u79cd\u65b9\u5f0f\u51e0\u4e4e\u4e0d\u53d7\u6570\u636e\u5e93\u9650\u5236\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u5c06\u5b83\u4eec\u7528\u4e8e\u6240\u9700\u7684\u4efb\u4f55 SQL \u6570\u636e\u5e93\uff1aMySQL\u3001Postgres\u3001Snowflake\u3001MariaDB\u3001Azure \u7b49\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u65b9\u5f0f-1-\u4f7f\u7528-pandas-\u8bfb\u53d6-sql-\u67e5\u8be2\">\u65b9\u5f0f 1\uff1a\u4f7f\u7528 Pandas \u8bfb\u53d6 SQL \u67e5\u8be2<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u7b2c-1-\u6b65-\u5b89\u88c5-python-\u8f6f\u4ef6\u5305\u4ee5\u8fde\u63a5\u5230\u60a8\u7684\u6570\u636e\u5e93\">\u7b2c 1 \u6b65\uff1a\u5b89\u88c5 Python \u8f6f\u4ef6\u5305\u4ee5\u8fde\u63a5\u5230\u60a8\u7684\u6570\u636e\u5e93<\/h3>\n\n\n\n<p>\u6211\u4eec\u5efa\u8bae\u5b89\u88c5\u4ee5\u4e0b\u8f6f\u4ef6\u5305\uff1a<\/p>\n\n\n\n<ul>\n<li>PostgreSQL \u6570\u636e\u5e93: <code>! pip install psycopg2-binary<\/code>. \u8bf7\u786e\u4fdd\u5b89\u88c5 psycopg2-binary, \u56e0\u4e3a\u5b83\u8fd8\u4f1a\u5904\u7406\u6240\u9700\u4f9d\u8d56\u9879\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>Snowflake \u6570\u636e\u5e93: <code>! pip install snowflake-connector-python<\/code>.<\/li>\n\n\n\n<li>MySQL \u6570\u636e\u5e93: <code>! pip install mysql-connector-python<\/code>.<\/li>\n<\/ul>\n\n\n\n<p>\u8981\u5728 Datalore \u4e2d\u5b89\u88c5\u8f6f\u4ef6\u5305\uff0c\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528<em>\u73af\u5883\u7ba1\u7406\u5668<\/em>\uff0c\u5b83\u53ef\u4ee5\u5728\u60a8\u7a0d\u540e\u91cd\u65b0\u6253\u5f00 Notebook \u65f6\u4f7f\u8f6f\u4ef6\u5305\u4fdd\u6301\u4e0d\u53d8\u3002<\/p>\n\n\n\n<p><strong><em> <a href=\"https:\/\/www.jetbrains.com\/datalore\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a> \u662f\u4e3a\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u91cf\u8eab\u5b9a\u5236\u7684\u4e91\u7aef\u534f\u4f5c\u5f0f\u6570\u636e\u79d1\u5b66 Notebook\u3002<strong> <em>\u60a8\u53ef\u4ee5\u4ece\u514d\u8d39\u7684 Community \u65b9\u6848\u5f00\u59cb\uff0c\u7136\u540e\u968f\u65f6\u5347\u7ea7\uff01<\/em><\/strong><\/em><\/strong><\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/datalore.jetbrains.com\/view\/notebook\/F4dVZDGdekdgiJ8PKPUQ4w\" target=\"_blank\" rel=\"noopener\">      \n       \u5728 Datalore \u4e2d\u6253\u5f00\u6559\u7a0b\n    <\/a>\n<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u7b2c-2-\u6b65-\u5728-jupyter-\u4e2d\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\">\u7b2c 2 \u6b65\uff1a\u5728 Jupyter \u4e2d\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/A5LPernavyq-_3jiRsiJNAYskDOx9pW1gbTKRs7RmVgGG4v7HuemmB0Fnm8l-Og9_uKsEHtFi0bjioYzh9nwY6_fHAmOE2NE9_C3mor2z_qO9WXdFTxHfi3rb_UwrO2AaeNfzXge.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\"><em>\u5c06\u6570\u636e\u5e93\u8fde\u63a5\u5230 Jupyter Notebook<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>\u8fd0\u884c\u4e0b\u65b9\u793a\u4f8b\u4ee3\u7801\u4ee5\u8fde\u63a5\u5230 MySQL \u6570\u636e\u5e93\u3002 \u60a8\u53ef\u4ee5<a href=\"https:\/\/datalore.jetbrains.com\/view\/notebook\/F4dVZDGdekdgiJ8PKPUQ4w\" target=\"_blank\" rel=\"noopener\">\u5728\u672c\u6559\u7a0b\u4e2d<\/a>\u627e\u5230\u8fde\u63a5\u5230 PostgreSQL \u548c Snowflake \u6570\u636e\u5e93\u7684\u793a\u4f8b\u4ee3\u7801\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">import os\nimport psycopg2 as ps\nimport pandas as pd\n\nconn = ps.connect(\n    host=os.environ&#091;&quot;db_host&quot;],\n    port=os.environ&#091;&quot;db_port&quot;],\n    dbname=os.environ&#091;&quot;db_name&quot;],\n    user=os.environ&#091;&quot;db_user&quot;],\n    password=os.environ&#091;&quot;db_password&quot;])<\/pre>\n\n\n\n<p><strong>\u63d0\u793a<\/strong>\uff1a\u4e3a\u5b58\u50a8\u51ed\u636e\uff0c\u6211\u4eec\u4f1a\u5728 Datalore \u4e2d\u4f7f\u7528\u79f0\u4e3a<a href=\"https:\/\/www.jetbrains.com\/help\/datalore\/dl-use-secrets.html\" target=\"_blank\" rel=\"noopener\">\u5bc6\u94a5<\/a>\u7684\u73af\u5883\u53d8\u91cf\u3002 \u8fd9\u6709\u52a9\u4e8e\u9632\u6b62\u5728\u60a8\u4e0e\u4ed6\u4eba\u5171\u4eab Jupyter Notebook \u6216\u5c4f\u5e55\u65f6\u610f\u5916\u6cc4\u9732\u60a8\u7684\u51ed\u636e\u3002<\/p>\n\n\n\n<p><em>\u5982\u679c\u60a8\u65e0\u6cd5\u4ece\u4e91\u5de5\u5177\u8fde\u63a5\u5230\u516c\u53f8\u7684\u6570\u636e\u5e93\uff0c\u8bf7\u8003\u8651<a href=\"https:\/\/jb.gg\/lesv5s\" target=\"_blank\" rel=\"noopener\">\u5728\u79c1\u6709\u4e91\u6216\u672c\u5730\u90e8\u7f72\u73af\u5883\u4e2d\u5b89\u88c5 Datalore<\/a>\u3002<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u7b2c-3-\u6b65-\u4f7f\u7528-pandas-\u8fd0\u884c-sql-\u67e5\u8be2\">\u7b2c 3 \u6b65\uff1a\u4f7f\u7528 Pandas \u8fd0\u884c SQL \u67e5\u8be2<\/h3>\n\n\n\n<p>\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\u540e\uff0c\u60a8\u53ef\u4ee5\u7acb\u5373\u6267\u884c SQL <code>select<\/code> \u67e5\u8be2\uff01 <\/p>\n\n\n\n<p>\u8bf7\u53c2\u89c1\u4e0b\u65b9\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n\n\n\n<p><code>df = pd.read_sql_query(<strong>\"select * from &lt;table&gt;\"<\/strong>, con=conn)<\/code><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/pJWfDH5m9pNyeo6MrzSfACSmYj9y5sFnyPfxn2-Q-Ki0PppMwJ6GyYjpyt4r-_y4cmiHYd4WQfg8nDNWR22TGDPWjzA0V7PLs8GcmbPFa9MsrFz9rB6SmgdQlEGxBRoRxCU-00yf.png\" alt=\"\" style=\"width:840px;height:518px\"\/><figcaption class=\"wp-element-caption\"><em>\u4f7f\u7528 Pandas \u8fd0\u884c SQL \u67e5\u8be2<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>\u5b8c\u6210\uff01 \u53ea\u9700\u8fd0\u884c\u4ee3\u7801\u5355\u5143\uff0c\u60a8\u5c31\u53ef\u4ee5\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230 pandas DataFrame \u4e2d\uff0c\u4ee5\u4fbf\u7ee7\u7eed\u4f7f\u7528 Python \u8fdb\u884c\u5904\u7406\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"2800\" height=\"1751\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/02\/viz-2800x1751.png\" alt=\"\" class=\"wp-image-228174\"\/><figcaption class=\"wp-element-caption\"><em>\u5728 Datalore \u4e2d\u8fd0\u884c\u67e5\u8be2\u548c\u53ef\u89c6\u5316<\/em><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"method-2-using-sql-cells-in-datalore-notebooks\">\u65b9\u5f0f 2\uff1a\u5728 Datalore Notebook \u4e2d\u4f7f\u7528 SQL \u5355\u5143<\/h2>\n\n\n\n<p>\u6700\u8fd1\uff0c\u6211\u4eec\u5728 Datalore \u4e2d\u7684 Python Notebook \u5185\u96c6\u6210\u4e86\u539f\u751f SQL \u5355\u5143\u548c\u6570\u636e\u5e93\u8fde\u63a5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/titwuHKSi-kep89U8uj6dQj2y4fujwcdJkz8GdLITBbj-pQwRfb7YOvVVRjvohw97fNBtJjw0PHiyFkXlKN8KFo3nENl5VqRoFHcYFDsw-r8LwGy-qhEnoHbci213IM211i9BYeW.gif\" alt=\"\"\/><\/figure>\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\u4ece UI \u521b\u5efa\u4e00\u4e2a\u8fde\u63a5\uff0c\u7136\u540e\u5728\u591a\u4e2a Notebook \u4e2d\u91cd\u7528\u8be5\u8fde\u63a5\u3002 \u521b\u5efa\u8fde\u63a5\u540e\uff0c\u60a8\u5c06\u80fd\u591f\u6d4f\u89c8\u6570\u636e\u5e93\u67b6\u6784\uff0c\u8fd9\u5bf9\u4e8e\u7f16\u5199 SQL \u67e5\u8be2\u6781\u5176\u6709\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/uOwIgaMeR-DSef7YnUI4YcuapVzbeI3m5o72uxzt7E6PIlI-X0VB7J7hxpIDI_wALVWvtBPT9Z0sReRVopo9H2GVLT9VMjkLR_-isdV-pl4-hmxJ4MiTgx3Hu-yDNs3bsIKFak.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u952e\u5165 SQL \u4ee3\u7801\u65f6, \u60a8\u5c06\u83b7\u5f97 SQL \u8bed\u6cd5\u548c\u8868\/\u5217\u540d\u7684\u667a\u80fd\u4ee3\u7801\u8865\u5168\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/qlFnp_C1YmL3MtWiQ7KkWGmp7nkFE49vBlUAjLeTZjEO-iInLeqeKSq9z6uPqiiOGjztnJPHGnNKh44vtRi23hz47JD4IMpzCuqsFJ75VIwkL_n5T1mu3B1u3JtxBMbbVXGczpc.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6267\u884c\u4ee3\u7801\u5355\u5143\u540e\uff0c\u7ed3\u679c\u5c06\u81ea\u52a8\u4fdd\u5b58\u5230 pandas DataFrame\uff0c\u60a8\u53ef\u4ee5\u7ee7\u7eed\u4f7f\u7528 Python \u8fdb\u884c\u65e0\u7f1d\u5904\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/UcODG5LX2FvE9H57-ttq-JF82LB6f99prIs1tegCa_gxWg_RvZUy8NLH3OyQTQcFsOIczL1d2mS0cGROO4zox9kp0hhpiYyFWNI58cBMBztXcETfymlV4sI0Xt9UYJxyaJK36-sb.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u662f\u5426\u63d0\u5230\u60a8\u5728 Datalore \u4e2d\u53ef\u4ee5<strong>\u5b9e\u65f6\u534f\u4f5c\u5904\u7406 SQL \u4ee3\u7801<\/strong>\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/5_wxT75Wy0tiFhjdmUAO2s0Atx4YPYJD75EuNiG0cFi78LtZviqK137vNdJZCJKjSqHF_JLWnkhcZwAl95-w5HTucFIQ-krd7wSZDDM6wnHqJb39rgYa1XSH-hPZRvYlETsNJPtG.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u5c06\u7ed3\u679c\u53d1\u5e03\u4e3a\u62a5\u544a\uff0c\u5e76\u901a\u8fc7\u94fe\u63a5\u4e0e\u5168\u4e16\u754c\u5206\u4eab\u60a8\u7684\u6570\u636e\u6545\u4e8b\u3002<\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com\/datalore\/\" target=\"_blank\" rel=\"noopener\">      \n       \u5728 Datalore \u4e2d\u5c1d\u8bd5\n    <\/a>\n<\/p>\n\n\n\n<p>\u4eca\u5929\u7684\u6587\u7ae0\u5c31\u5230\u8fd9\u91cc\uff01 \u6211\u4eec\u5e0c\u671b\u8fd9\u4e9b\u5728 Jupyter Notebook \u5185\u4f7f\u7528 SQL \u7684\u7b80\u5355\u65b9\u5f0f\u80fd\u591f\u8ba9\u60a8\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u5de5\u4f5c\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u3002 \u8981\u83b7\u53d6\u6709\u5173\u4f7f\u7528 Jupyter Notebook \u7684\u66f4\u591a\u63d0\u793a\uff0c\u656c\u8bf7\u8ba2\u9605\u6211\u4eec\u7684<a href=\"https:\/\/blog.jetbrains.com\/datalore\/\">\u535a\u5ba2<\/a>\u52a8\u6001\u5e76\u5728 <a href=\"https:\/\/twitter.com\/JBDatalore\" target=\"_blank\" rel=\"noopener\">Twitter<\/a> \u4e0a\u5173\u6ce8\u6211\u4eec\uff01 <\/p>\n\n\n\n<p>\u795d\u60a8\u6109\u5feb\u6295\u8eab\u6570\u636e\u79d1\u5b66\uff01<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Datalore \u56e2\u961f<\/p>\n\n\n\n<p>\u94fe\u63a5\uff1a<\/p>\n\n\n\n<ol>\n<li><a href=\"https:\/\/crowdin.com\/backend\/phrases\/phrases_as_html?project_id=304542&amp;target_language_id=55&amp;file_id=591348\" target=\"_blank\" rel=\"noopener\">Datalore \u4e2d\u7684\u6559\u7a0b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/crowdin.com\/backend\/phrases\/phrases_as_html?project_id=304542&amp;target_language_id=55&amp;file_id=591348\" target=\"_blank\" rel=\"noopener\">\u6ce8\u518c Datalore Community<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/crowdin.com\/backend\/phrases\/phrases_as_html?project_id=304542&amp;target_language_id=55&amp;file_id=591348\" target=\"_blank\" rel=\"noopener\">\u4e86\u89e3 Datalore Enterprise<\/a><\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p>\u82f1\u6587\u535a\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\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                                                        <\/div>\n            <\/div>\n        <\/div>\n    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