{"id":3867,"date":"2024-05-19T11:42:28","date_gmt":"2024-05-19T03:42:28","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=3867"},"modified":"2024-05-19T11:42:28","modified_gmt":"2024-05-19T03:42:28","slug":"%e4%bd%bf%e7%94%a8docker%e6%9d%a5%e8%bf%90%e8%a1%8c%e4%b8%80%e4%b8%aa%e5%8c%85%e5%90%abgds%e6%8f%92%e4%bb%b6%e7%9a%84neo4j%e5%ae%9e%e4%be%8b","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=3867","title":{"rendered":"\u4f7f\u7528Docker\u6765\u8fd0\u884c\u4e00\u4e2a\u5305\u542bGDS\u63d2\u4ef6\u7684Neo4j\u5b9e\u4f8b"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4 1\uff1a\u5b89\u88c5Docker<\/h3>\n\n\n\n<p>\u9996\u5148\uff0c\u786e\u4fdd\u60a8\u7684\u7cfb\u7edf\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86Docker\u3002\u53ef\u4ee5\u4ece<a>Docker\u5b98\u7f51<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5\u9002\u7528\u4e8e\u60a8\u64cd\u4f5c\u7cfb\u7edf\u7684\u7248\u672c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4 2\uff1a\u62c9\u53d6\u5e26\u6709GDS\u63d2\u4ef6\u7684Neo4j Docker\u955c\u50cf<\/h3>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528Neo4j\u5b98\u65b9\u7684Docker\u955c\u50cf\uff0c\u5e76\u5728\u542f\u52a8\u65f6\u914d\u7f6eGDS\u63d2\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u547d\u4ee4\uff1a<\/p>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:sh decode:true \" >docker run -d \\\n    --name neo4j-gds \\\n    -p 7474:7474 -p 7687:7687 \\\n    -e NEO4J_AUTH=neo4j\/your_password \\\n    -e NEO4JLABS_PLUGINS='[\"graph-data-science\"]' \\\n    -e NEO4J_apoc_export_file_enabled=true \\\n    -e NEO4J_dbms_security_procedures_unrestricted=gds.*,apoc.* \\\n    -e NEO4J_dbms_security_procedures_allowlist=gds.*,apoc.* \\\n    neo4j:latest\n<\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u53c2\u6570\u8bf4\u660e<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>-d<\/code>\uff1a\u4f7f\u5bb9\u5668\u5728\u540e\u53f0\u8fd0\u884c\u3002<\/li>\n\n\n\n<li><code>--name neo4j-gds<\/code>\uff1a\u5bb9\u5668\u540d\u79f0\u3002<\/li>\n\n\n\n<li><code>-p 7474:7474 -p 7687:7687<\/code>\uff1a\u7aef\u53e3\u6620\u5c04\uff0c7474\u662fHTTP\u7aef\u53e3\uff0c7687\u662fBolt\u7aef\u53e3\u3002<\/li>\n\n\n\n<li><code>-e NEO4J_AUTH=neo4j\/your_password<\/code>\uff1a\u8bbe\u7f6eNeo4j\u7684\u8ba4\u8bc1\u4fe1\u606f\uff0c\u683c\u5f0f\u4e3a<code>\u7528\u6237\u540d\/\u5bc6\u7801<\/code>\u3002<\/li>\n\n\n\n<li><code>-e NEO4JLABS_PLUGINS='[\"graph-data-science\"]'<\/code>\uff1a\u5b89\u88c5GDS\u63d2\u4ef6\u3002<\/li>\n\n\n\n<li><code>-e NEO4J_apoc_export_file_enabled=true<\/code>\uff1a\u542f\u7528APOC\u5bfc\u51fa\u529f\u80fd\u3002<\/li>\n\n\n\n<li><code>-e NEO4J_dbms_security_procedures_unrestricted=gds.*,apoc.*<\/code>\uff1a\u5141\u8bb8GDS\u548cAPOC\u5e93\u7684\u6240\u6709\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li><code>-e NEO4J_dbms_security_procedures_allowlist=gds.*,apoc.*<\/code>\uff1a\u5141\u8bb8GDS\u548cAPOC\u5e93\u7684\u6240\u6709\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9a8c\u8bc1\u5bb9\u5668\u8fd0\u884c\u72b6\u6001<\/h3>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u9a8c\u8bc1\u5bb9\u5668\u662f\u5426\u5728\u540e\u53f0\u8fd0\u884c\uff1a<\/p>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:sh decode:true \" >docker ps\n<\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4 3\uff1a\u4f7f\u7528Python\u8fde\u63a5\u672c\u5730Neo4j\u6570\u636e\u5e93<\/h3>\n\n\n\n<p>\u6309\u7167\u4e0b\u9762\u63d0\u4f9b\u7684Python\u4ee3\u7801\u793a\u4f8b\uff0c\u901a\u8fc7<code>graphdatascience<\/code>\u5e93\u8fde\u63a5\u5230\u672c\u5730\u8fd0\u884c\u7684Neo4j\u6570\u636e\u5e93\u5e76\u4f7f\u7528GDS\u5e93\uff1a<\/p>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:python decode:true \" >from graphdatascience import GraphDataScience\n\n# \u8bbe\u7f6e\u6570\u636e\u5e93\u8fde\u63a5\u4fe1\u606f\nuri = \"bolt:\/\/localhost:7687\"  # Docker\u5bb9\u5668\u9ed8\u8ba4\u7684Neo4j\u6570\u636e\u5e93\u8fde\u63a5URI\nuser = \"neo4j\"  # \u9ed8\u8ba4\u7528\u6237\u540d\npassword = \"your_password\"  # \u60a8\u5728Docker\u547d\u4ee4\u4e2d\u8bbe\u7f6e\u7684\u6570\u636e\u5e93\u5bc6\u7801\n\n# \u521b\u5efaGraphDataScience\u5bf9\u8c61\ngds = GraphDataScience(uri, auth=(user, password))\n\n# \u8bbe\u7f6e\u8981\u4f7f\u7528\u7684\u6570\u636e\u5e93\uff08\u5982\u679c\u4e0d\u6b62\u4e00\u4e2a\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u9009\u62e9\uff09\ngds.set_database(\"neo4j\")\n\n# \u793a\u4f8b\u67e5\u8be2\uff1a\u4f7f\u7528GDS\u5e93\u8ba1\u7b97PageRank\nresult = gds.pageRank.stream({\n    'nodeProjection': 'Person',\n    'relationshipProjection': {\n        'KNOWS': {\n            'type': 'KNOWS',\n            'properties': {}\n        }\n    }\n})\n\n# \u5c06\u7ed3\u679c\u8f6c\u6362\u4e3aDataFrame\u5e76\u663e\u793a\ndf = result.to_data_frame()\nprint(df)\n\n# \u5173\u95ed\u6570\u636e\u5e93\u8fde\u63a5\ngds.close()\n<\/pre><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6b65\u9aa4 1\uff1a\u5b89\u88c5Docker \u9996\u5148\uff0c\u786e\u4fdd\u60a8\u7684\u7cfb\u7edf\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86Docker\u3002\u53ef\u4ee5\u4eceDocker\u5b98\u7f51\u4e0b\u8f7d\u5e76\u5b89\u88c5\u9002\u7528\u4e8e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[444],"tags":[471,470],"class_list":["post-3867","post","type-post","status-publish","format-standard","hentry","category-ai","tag-graph-data-science","tag-neo4j"],"views":2569,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3867","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3867"}],"version-history":[{"count":1,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3867\/revisions"}],"predecessor-version":[{"id":3868,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3867\/revisions\/3868"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}