{"id":117685,"date":"2026-10-25T06:24:38","date_gmt":"2026-10-24T22:24:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/117685.html"},"modified":"2026-10-25T06:24:38","modified_gmt":"2026-10-24T22:24:38","slug":"%e6%8c%81%e4%b9%85%e5%8c%96%e4%b8%8a%e7%94%9f%e4%ba%a7%ef%bc%9apostgres-%e6%a3%80%e6%9f%a5%e7%82%b9%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/117685.html","title":{"rendered":"\u6301\u4e45\u5316\u4e0a\u751f\u4ea7\uff1aPostgres \u68c0\u67e5\u70b9\u5b9e\u6218"},"content":{"rendered":"<p>  \u4e2a\u4eba\u4e3b\u9875&#xff1a;<br \/>\n &gt; for_ever_love__ &lt;&#xff08;\u6b22\u8fce\u5404\u4f4d\u5927\u4f6c\u8385\u4e34&#x1f60a;&#xff09; <\/p>\n<p>  \u5176\u4ed6\u680f\u76ee:<br \/>\n &gt; \u5927\u6a21\u578b\u5f00\u53d1\u4ece0\u52301 &lt; <\/p>\n<p>  \u5176\u4ed6\u680f\u76ee:<br \/>\n &gt; iOS\u9879\u76ee\u603b\u7ed3\u5927\u5168 &lt; <\/p>\n<p>  \u5176\u4ed6\u680f\u76ee:<br \/>\n &gt; \u6211\u60f3\u5b66python\u4e86 &lt; <\/p>\n<p>  \u5176\u4ed6\u680f\u76ee:<br \/>\n &gt; iOS UI &lt; <\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u6301\u4e45\u5316\u4e0a\u751f\u4ea7&#xff1a;Postgres \u68c0\u67e5\u70b9\u5b9e\u6218<\/li>\n<li>\n<ul>\n<li>\u4e00\u3001\u6700\u5c0f\u53ef\u7528<\/li>\n<li>\u4e8c\u3001\u4e24\u79cd\u7528\u6cd5&#xff1a;\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668 vs \u957f\u8fde\u63a5<\/li>\n<li>\u4e09\u3001\u4e3a\u4ec0\u4e48\u5fc5\u987b\u662f\u6570\u636e\u5e93<\/li>\n<li>\u56db\u3001\u522b\u5fd8\u4e86\u6e05\u7406\u4e0e\u5bb9\u91cf<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u6301\u4e45\u5316\u4e0a\u751f\u4ea7&#xff1a;Postgres \u68c0\u67e5\u70b9\u5b9e\u6218<\/h2>\n<p>\u524d\u9762\u7528\u7684 MemorySaver \u628a\u68c0\u67e5\u70b9\u5b58\u5728\u8fdb\u7a0b\u5185\u5b58\u91cc&#xff0c;\u4e00\u91cd\u542f\u5c31\u6ca1\u4e86&#xff0c;\u53ea\u80fd\u672c\u5730\u8c03\u8bd5\u3002\u8981\u4e0a\u751f\u4ea7&#xff0c;\u5fc5\u987b\u7528\u6301\u4e45\u5316\u540e\u7aef\u3002LangGraph \u5bf9 Postgres \u7684\u652f\u6301\u6700\u6210\u719f&#xff0c;PostgresSaver \u7684 API \u548c MemorySaver \u5b8c\u5168\u4e00\u81f4&#xff0c;\u53ea\u662f\u628a\u5b58\u50a8\u6362\u6210\u4e86\u6570\u636e\u5e93\u3002<\/p>\n<h3>\u4e00\u3001\u6700\u5c0f\u53ef\u7528<\/h3>\n<p><span class=\"token keyword\">from<\/span> langgraph<span class=\"token punctuation\">.<\/span>checkpoint<span class=\"token punctuation\">.<\/span>postgres <span class=\"token keyword\">import<\/span> PostgresSaver<br \/>\n<span class=\"token keyword\">from<\/span> langgraph<span class=\"token punctuation\">.<\/span>graph <span class=\"token keyword\">import<\/span> StateGraph<span class=\"token punctuation\">,<\/span> START<span class=\"token punctuation\">,<\/span> END<\/p>\n<p><span class=\"token comment\"># \u5148\u5efa\u8868&#xff08;\u53ea\u9700\u4e00\u6b21&#xff09;<\/span><br \/>\n<span class=\"token keyword\">with<\/span> PostgresSaver<span class=\"token punctuation\">.<\/span>from_conn_string<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;postgresql:\/\/user:pass&#064;host:5432\/db&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> saver<span class=\"token punctuation\">:<\/span><br \/>\n    saver<span class=\"token punctuation\">.<\/span>setup<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u4e4b\u540e\u6bcf\u6b21\u7528\u540c\u4e00\u4e2a saver \u7f16\u8bd1<\/span><br \/>\n<span class=\"token keyword\">with<\/span> PostgresSaver<span class=\"token punctuation\">.<\/span>from_conn_string<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;postgresql:\/\/user:pass&#064;host:5432\/db&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> saver<span class=\"token punctuation\">:<\/span><br \/>\n    app <span class=\"token operator\">&#061;<\/span> graph<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">compile<\/span><span class=\"token punctuation\">(<\/span>checkpointer<span class=\"token operator\">&#061;<\/span>saver<span class=\"token punctuation\">)<\/span><br \/>\n    app<span class=\"token punctuation\">.<\/span>invoke<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;x&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;configurable&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;thread_id&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;u-1&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>PostgresSaver.from_conn_string(&#8230;) \u8fd4\u56de\u4e00\u4e2a\u68c0\u67e5\u70b9\u5b9e\u4f8b&#xff1b;saver.setup() \u8d1f\u8d23\u5efa\u597d\u6240\u9700\u7684\u8868&#xff08;\u9996\u6b21\u8c03\u7528\u5373\u53ef&#xff0c;\u540e\u7eed\u53ef\u7701\u7565&#xff09;\u3002\u4e4b\u540e\u6240\u6709 invoke \u7684\u72b6\u6001\u90fd\u4f1a\u843d\u5230 Postgres\u3002<\/p>\n<h3>\u4e8c\u3001\u4e24\u79cd\u7528\u6cd5&#xff1a;\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668 vs \u957f\u8fde\u63a5<\/h3>\n<ul>\n<li>with &#8230; as saver&#xff1a;\u6bcf\u6b21\u7528\u90fd\u65b0\u5efa\u8fde\u63a5&#xff0c;\u7b80\u5355\u4f46\u9891\u7e41\u5f00\u5173&#xff1b;<\/li>\n<li>\u6301\u6709\u957f\u8fde\u63a5&#xff1a;\u5728\u670d\u52a1\u91cc\u521d\u59cb\u5316\u4e00\u6b21&#xff0c;\u591a\u4e2a\u8bf7\u6c42\u590d\u7528&#xff0c;\u6027\u80fd\u66f4\u597d&#xff08;\u6ce8\u610f\u8fde\u63a5\u6c60\u4e0e\u7ebf\u7a0b\u5b89\u5168&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u751f\u4ea7\u670d\u52a1\u4e00\u822c\u7528\u8fde\u63a5\u6c60&#xff08;\u5982 psycopg_pool&#xff09;&#xff0c;\u907f\u514d\u6bcf\u8bf7\u6c42\u5efa\u8fde\u3002<\/p>\n<h3>\u4e09\u3001\u4e3a\u4ec0\u4e48\u5fc5\u987b\u662f\u6570\u636e\u5e93<\/h3>\n<ul>\n<li>\u8fdb\u7a0b\u91cd\u542f\u4e0d\u4e22\u8bb0\u5fc6&#xff1a;\u670d\u52a1\u66f4\u65b0\u3001\u5d29\u6e83\u3001\u6269\u5bb9&#xff0c;\u7528\u6237\u7684\u5386\u53f2 thread \u4ecd\u5728&#xff1b;<\/li>\n<li>\u591a\u5b9e\u4f8b\u5171\u4eab\u72b6\u6001&#xff1a;\u6a2a\u5411\u6269\u5bb9\u540e&#xff0c;\u8bf7\u6c42\u843d\u5230\u4efb\u610f\u8282\u70b9\u90fd\u80fd\u6062\u590d\u540c\u4e00\u4f1a\u8bdd&#xff1b;<\/li>\n<li>\u53ef\u5ba1\u8ba1&#xff1a;\u68c0\u67e5\u70b9\u8868\u91cc\u5929\u7136\u5b58\u4e86\u6bcf\u4e00\u6b65\u72b6\u6001&#xff0c;\u65b9\u4fbf\u6392\u67e5\u4e0e\u56de\u653e\u3002<\/li>\n<\/ul>\n<h3>\u56db\u3001\u522b\u5fd8\u4e86\u6e05\u7406\u4e0e\u5bb9\u91cf<\/h3>\n<p>\u68c0\u67e5\u70b9\u4f1a\u4e00\u76f4\u7d2f\u79ef&#xff0c;\u751f\u4ea7\u4e0a\u8981&#xff1a;<\/p>\n<ul>\n<li>\u8bbe\u5b9a retention&#xff08;\u5b9a\u671f\u6e05\u7406\u8001 thread \u7684\u68c0\u67e5\u70b9&#xff09;&#xff1b;<\/li>\n<li>\u76d1\u63a7\u8868\u5927\u5c0f&#xff1b;<\/li>\n<li>\u654f\u611f\u72b6\u6001\u8003\u8651\u52a0\u5bc6\u5b58\u50a8\u3002<\/li>\n<\/ul>\n<p>\u5176\u4ed6\u53ef\u9009\u540e\u7aef\u8fd8\u6709 SqliteSaver&#xff08;\u5355\u673a\u8f7b\u91cf&#xff09;\u3001RedisSaver&#xff08;\u9ad8\u6027\u80fd\u7f13\u5b58\u5f0f&#xff09;\u7b49&#xff0c;\u9009\u62e9\u53d6\u51b3\u4e8e\u4f60\u7684\u90e8\u7f72\u5f62\u6001\u3002\u4e00\u53e5\u8bdd&#xff1a;MemorySaver \u7528\u4e8e\u300c\u6211\u80fd\u770b\u5230\u5c31\u884c\u300d&#xff0c;PostgresSaver \u7528\u4e8e\u300c\u7528\u6237\u80fd\u770b\u5230\u3001\u4e14\u91cd\u542f\u4e0d\u80fd\u4e22\u300d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e2a\u4eba\u4e3b\u9875&#xff1a;&gt; 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