{"id":8098,"date":"2026-04-03T16:23:47","date_gmt":"2026-04-03T08:23:47","guid":{"rendered":"https:\/\/kyle.ai\/blog\/?p=8098"},"modified":"2026-04-03T16:28:41","modified_gmt":"2026-04-03T08:28:41","slug":"%e5%9f%ba%e4%ba%8e-golang-%e8%a7%a3%e6%9e%90-sql-%e5%ad%97%e6%ae%b5%e7%ba%a7%e8%a1%80%e7%bc%98","status":"publish","type":"post","link":"https:\/\/kyle.ai\/blog\/8098.html","title":{"rendered":"\u57fa\u4e8e Golang \u89e3\u6790 SQL \u5b57\u6bb5\u7ea7\u8840\u7f18"},"content":{"rendered":"\n<p>\u4e4b\u524d\u505a SQL \u8840\u7f18\u89e3\u6790\u65f6\uff0c\u4e5f\u8c03\u7814\u4e86\u5f53\u4e0b\u5f00\u6e90\u7684\u65b9\u6848\uff0c\u89e3\u6790 SQL \u8bed\u53e5\u7684\u5012\u662f\u4e00\u5927\u628a\uff0c\u89e3\u6790\u8868\u7ea7\u8840\u7f18\u7684\u4e5f\u6709\uff0c\u4f46\u662f\u5230\u4e86\u5b57\u6bb5\u7ea7\uff0c\u6211\u53ea\u770b\u5230\u4e86 Python \u5b9e\u73b0\u7684 <a href=\"https:\/\/github.com\/reata\/sqllineage\">https:\/\/github.com\/reata\/sqllineage<\/a> \u8fd9\u4e2a\u9879\u76ee\u3002<\/p>\n\n\n\n<p>\u4e8e\u662f\u6211\u81ea\u5df1\u53bb\u7814\u7a76\u4e86\u4e0b\u8fd9\u4e2a\u5e93\uff0c\u53d1\u73b0\u6709\u4e9b\u95ee\u9898\uff0c\u4e0d\u80fd\u6ee1\u8db3\u6211\u7684\u9700\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b83\u5e95\u5c42\u7528\u5230\u7684\u662f <a href=\"https:\/\/github.com\/andialbrecht\/sqlparse\">https:\/\/github.com\/andialbrecht\/sqlparse<\/a> \u8fd9\u4e2a\u5e93\u6765\u89e3\u6790 SQL AST \u8bed\u6cd5\u6811<\/li>\n\n\n\n<li>\u800c sqlparse \u8fd9\u4e2a\u89e3\u6790\u5668\uff0c\u5b83\u662f\u6cdb\u89e3\u6790\uff0c\u5e76\u4e0d\u4e25\u683c\u6821\u9a8c SQL \u8bed\u6cd5\u7684\u6b63\u786e\u6027<\/li>\n\n\n\n<li>\u5982\u679c\u4e0d\u4e25\u683c\u533a\u5206\u8bed\u6cd5\uff0c\u90a3\u4e48\u9762\u5bf9\u4e0d\u540c\u7684 SQL \u65b9\u8a00\u65f6\uff0c\u53ef\u80fd\u4f1a\u51fa\u5dee\u9519<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u4e2d\uff0c\u6ca1\u6709\u89e3\u6790\u5230\u8840\u7f18\u8fd8\u597d\uff0c\u4e00\u65e6\u89e3\u6790\u51fa\u6765\u4e86\uff0c\u5c31\u52a1\u5fc5\u6b63\u786e\uff0c\u4e0d\u80fd\u641e\u4e2a\u9519\u8bef\u7684\u7ed3\u679c\u51fa\u6765\uff0c\u8fd9\u662f\u5e95\u7ebf\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u6211\u7684\u7814\u53d1\u8def\u7ebf\u4e0e\u5f00\u6e90\u9879\u76ee\u4e0d\u540c\uff0c\u6211\u8981\u5148\u4e25\u683c\u6821\u9a8c SQL \u8bed\u6cd5\uff0c\u5e76\u4e14\u89e3\u6790\u51fa AST \u8bed\u6cd5\u6811\u4e4b\u540e\uff0c\u518d\u6765\u63d0\u53d6\u5b57\u6bb5\u7ea7\u8840\u7f18\u3002\u5f53\u7136\u8868\u7ea7\u8840\u7f18\u81ea\u7136\u4e5f\u6709\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5728\u7ebf Demo<\/h2>\n\n\n\n<p>\u57fa\u4e8e\u6211\u7684\u7814\u53d1\u6210\u679c\uff0c\u505a\u4e86\u4e2a\u5728\u7ebf\u4f53\u9a8c\uff0c\u5730\u5740\u662f <a href=\"https:\/\/kyle.ai\/sql\">https:\/\/kyle.ai\/sql<\/a> \uff0c\u8fd9\u4e2a\u5730\u5740\u53ea\u652f\u6301\u89e3\u6790 Hive SQL \u7c7b\u578b\uff0c\u5b9e\u9645\u4e0a\u6211\u5b9e\u73b0\u4e86\u597d\u51e0\u79cd SQL \u7c7b\u578b\u7684\u5b57\u6bb5\u7ea7\u8840\u7f18\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Flink SQL<\/li>\n\n\n\n<li>Hive SQL<\/li>\n\n\n\n<li>Spark SQL<\/li>\n\n\n\n<li>MySQL<\/li>\n\n\n\n<li>ClickHouse SQL<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u793a\u4f8b<\/h2>\n\n\n\n<p>\u4ee5\u8fd9\u4e2a\u6d4b\u8bd5 SQL \u4e3a\u4f8b<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: sql; title: ; notranslate\" title=\"\">\nWITH\n    reg AS (\n        SELECT\n            reg_channel,\n            reg_subchannel,\n            reg_date,\n            COUNT(DISTINCT uid) AS reg_num\n        FROM\n            info_detail\n        WHERE\n            reg_date &gt;= &#039;2023-01-01&#039;\n        GROUP BY\n            reg_channel,\n            reg_subchannel,\n            reg_date\n    ),\n    setup AS (\n        SELECT\n            reg_channel,\n            reg_subchannel,\n            kaihu_date,\n            COUNT(DISTINCT uid) AS setup_num\n        FROM\n            info_detail\n        WHERE\n            kaihu_date &gt;= &#039;2023-01-01&#039;\n        GROUP BY\n            reg_channel,\n            reg_subchannel            \n    ),\n    pc AS (\n        SELECT\n            reg_channel,\n            reg_subchannel,\n            first_money_in_date AS first_pc_date,\n            COUNT(DISTINCT uid) AS pc_num\n        FROM\n            info_detail\n        WHERE\n            first_money_in_date &gt;= &#039;2023-01-01&#039;\n        GROUP BY\n            reg_channel,\n            reg_subchannel,\n            first_money_in_date\n    ),\n    front AS (\n        SELECT\n            ad_date,\n            reg_channel,\n            sub_channel,\n            cost,\n            impression,\n            click,\n            install_usr\n        FROM\n            ad_full_line\n        WHERE\n            ad_date &gt;= &#039;2023-01-01&#039;\n            AND (\n                (cost IS NOT NULL)\n                OR (impression IS NOT NULL)\n                OR (click IS NOT NULL)\n                OR (install_usr IS NOT NULL)\n            )\n    ),\n    join_all AS (\n        SELECT\n            COALESCE(\n                stat_date,\n                reg_date,\n                kaihu_date,\n                first_pc_date,\n                ad_date\n            ) AS stat_date,\n            COALESCE(\n                a.reg_channel,\n                b.reg_channel,\n                c.reg_channel,\n                d.reg_channel,\n                e.reg_channel\n            ) AS reg_channel,\n            COALESCE(\n                a.reg_subchannel,\n                b.reg_subchannel,\n                c.reg_subchannel,\n                d.reg_subchannel,\n                e.sub_channel\n            ) AS reg_subchannel,\n            nvl(cost, 0) AS cost,\n            nvl(impression, 0) AS impression,\n            nvl(click, 0) AS click,\n            nvl(reg_num, 0) AS reg_num,\n            nvl(setup_num, 0) AS setup_num,\n            nvl(pc_num, 0) AS pc_num,\n            nvl(aum, 0) AS aum\n        FROM\n            day_stat a\n            FULL OUTER JOIN reg b ON stat_date = reg_date\n            AND a.reg_channel = b.reg_channel\n            AND a.reg_subchannel = b.reg_subchannel\n            FULL OUTER JOIN setup c ON stat_date = kaihu_date\n            AND a.reg_channel = c.reg_channel\n            AND a.reg_subchannel = c.reg_subchannel\n            FULL OUTER JOIN pc d ON stat_date = first_pc_date\n            AND a.reg_channel = d.reg_channel\n            AND a.reg_subchannel = d.reg_subchannel\n            FULL OUTER JOIN front e ON stat_date = ad_date\n            AND a.reg_channel = e.reg_channel\n            AND a.reg_subchannel = e.sub_channel\n    ),\n    join_all2 AS (\n        SELECT\n            stat_date,\n            reg_channel,\n            reg_subchannel,\n            MAX(cost) AS cost,\n            MAX(impression) AS impression,\n            MAX(click) AS click,\n            MAX(reg_num) AS reg_num,\n            MAX(setup_num) AS setup_num,\n            MAX(pc_num) AS pc_num,\n            MAX(aum) AS aum\n        FROM\n            join_all\n        GROUP BY\n            stat_date,\n            reg_channel,\n            reg_subchannel\n    ) INSERT overwrite TABLE ad_conver_day\nSELECT\n    &#039;hk&#039; AS area,\n    stat_date,\n    ad_platform,\n    account_id,\n    campaign_id,\n    campaign_name,\n    group_id,\n    group_name,\n    a.reg_channel,\n    a.reg_subchannel,\n    cost,\n    impression,\n    click,\n    reg_num,\n    setup_num,\n    pc_num,\n    aum\nFROM\n    join_all2 a\n    JOIN dimension_table b ON a.reg_channel = b.reg_channel\n    AND a.reg_subchannel = b.sub_channel\n<\/pre><\/div>\n\n\n<p>\u89e3\u6790\u7684\u5b57\u6bb5\u7ea7\u8840\u7f18\u7ed3\u679c\uff0c\u7528\u56fe\u50cf\u5c55\u793a\u5982\u4e0b<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/kyle.ai\/blog\/wp-content\/uploads\/2026\/04\/lineage1.svg\"\/><\/figure>\n\n\n\n<p>\u5176\u4e2d\u865a\u7ebf\u7684\u662f\u4e2d\u95f4\u8fc7\u7a0b\u8868\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a\u6211\u7684\u5b9e\u73b0\u9700\u8981\u5148\u4e25\u683c\u89e3\u6790\u8bed\u6cd5\u6811\uff0c\u6240\u4ee5\u5f53 SQL \u4e0d\u5408\u6cd5\u65f6\uff0c\u7a0b\u5e8f\u4f1a\u76f4\u63a5\u62a5\u9519\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nParse sql syntax error, line: 5, message: no viable alternative at input &#039;with\\r\\n reg as (\\r\\n select\\r\\n reg_channel,\\r\\n reg_subchannel,,&#039;\n<\/pre><\/div>\n\n\n<p>\u8fd9\u70b9\u5f00\u6e90\u5b9e\u73b0\u4f1a\u53cb\u597d\u4e00\u4e9b\uff0c\u4ed6\u4eec\u4e0d\u4f1a\u62a5\u9519\uff0c\u8df3\u8fc7\u9519\u8bef\u7ee7\u7eed\u89e3\u6790\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u6f14\u793a\u53e6\u4e00\u4e2a\u6848\u4f8b\uff0c\u8868\u522b\u540d\u51b2\u7a81\u7684\u60c5\u51b5<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: sql; title: ; notranslate\" title=\"\">\nINSERT INTO\n    us_option_qty_call_max_0\nSELECT\n    a.stock_code AS stock_code,\n    a.short_qty AS short_qty\nFROM\n    (\n        SELECT\n            stock_code,\n            short_qty\n        FROM\n            (\n                SELECT\n                    stock_code,\n                    short_qty\n                FROM\n                    (\n                        SELECT\n                            stock_code,\n                            short_qty,\n                            short_qty + long_qty AS total_qty\n                        FROM\n                            futu_data_inter.us_option_qty_call_daily\n                    ) a\n            ) a\n    ) a\n<\/pre><\/div>\n\n\n<p>\u4e0a\u9762\u7684 SQL \u4e2d\uff0c\u67e5\u8be2\u522b\u540d\u90fd\u53eb a \uff0c\u547d\u540d\u51b2\u7a81\uff0c\u8fd9\u65f6\u6211\u7684\u7a0b\u5e8f\u4f1a\u81ea\u52a8\u7ed9\u5b83\u91cd\u547d\u540d\uff0c\u89e3\u6790\u5982\u4e0b<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/kyle.ai\/blog\/wp-content\/uploads\/2026\/04\/lineage2.svg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8fd8\u6709\u5355\u4ece SQL \u8bed\u53e5\u4e2d\uff0c\u65e0\u6cd5\u63a8\u65ad\u5b57\u6bb5\u4ece\u54ea\u4e2a\u8868\u6765\u7684\uff0c\u8fd9\u65f6\u5019\u8f93\u51fa\u7684\u8840\u7f18\u8868\u540d\uff0c\u4f1a\u662f\u591a\u4e2a\u8868\u7684\u7ec4\u5408\uff0c\u4f8b\u5982<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nINSERT INTO\n    query06\nSELECT\n    a.ca_state state,\n    cnt\nFROM\n    customer_address a,\n    customer c,\n    date_dim d\n<\/pre><\/div>\n\n\n<p>\u89e3\u6790\u7ed3\u679c\u4e3a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/kyle.ai\/blog\/wp-content\/uploads\/2026\/04\/lineage3.svg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4f60\u4e5f\u53ef\u4ee5\u5728\u8bf7\u6c42\u63a5\u53e3\u4e2d\uff0c\u5e26\u4e0a\u4f60\u7684\u6570\u636e\u5e93\u8868\u7ed3\u6784\u5b9a\u4e49\uff0c\u8fd9\u65f6\u5019\u6211\u7684\u89e3\u6790\u7a0b\u5e8f\u5c31\u80fd\u6b63\u786e\u63a8\u65ad\u51fa cnt \u5b57\u6bb5\u662f\u4ece\u54ea\u4e2a\u8868\u6765\u7684\u4e86\u3002<\/p>\n\n\n\n<p>OK\uff0c\u66f4\u591a\u7684\u7ec6\u8282\u5c31\u4e0d\u5570\u55e6\u4e86\uff0c\u611f\u5174\u8da3\u53ef\u4ee5\u524d\u5f80\u4e0a\u9762\u7684 Demo \u5730\u5740\u4f53\u9a8c\u3002\u6b22\u8fce\u7559\u8a00\u4ea4\u6d41\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0c\u6e90\u4ee3\u7801\u6682\u65f6\u65e0\u6cd5\u5f00\u653e\u51fa\u6765\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e4b\u524d\u505a SQL \u8840\u7f18\u89e3\u6790\u65f6\uff0c\u4e5f\u8c03\u7814\u4e86\u5f53\u4e0b\u5f00\u6e90\u7684\u65b9\u6848\uff0c\u89e3\u6790 SQL \u8bed\u53e5\u7684\u5012\u662f\u4e00\u5927\u628a\uff0c\u89e3\u6790\u8868\u7ea7\u8840\u7f18\u7684\u4e5f\u6709\uff0c\u4f46\u662f\u5230 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-8098","post","type-post","status-publish","format-standard","hentry","category-diary"],"_links":{"self":[{"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/posts\/8098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/comments?post=8098"}],"version-history":[{"count":3,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/posts\/8098\/revisions"}],"predecessor-version":[{"id":8101,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/posts\/8098\/revisions\/8101"}],"wp:attachment":[{"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/media?parent=8098"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/categories?post=8098"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kyle.ai\/blog\/wp-json\/wp\/v2\/tags?post=8098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}