{"id":6598,"date":"2024-09-22T07:34:31","date_gmt":"2024-09-21T23:34:31","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6598"},"modified":"2024-09-26T02:54:30","modified_gmt":"2024-09-25T18:54:30","slug":"openspg","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/openspg\/","title":{"rendered":"OpenSPG\uff1a\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce"},"content":{"rendered":"<p>OpenSPG\u662f\u7531\u8682\u8681\u96c6\u56e2\u4e0eOpenKG\u5408\u4f5c\u5f00\u53d1\u7684\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce\uff0c\u57fa\u4e8eSPG\uff08\u8bed\u4e49\u589e\u5f3a\u53ef\u7f16\u7a0b\u56fe\uff09\u6846\u67b6\u3002\u8be5\u5f15\u64ce\u65e8\u5728\u63d0\u4f9b\u663e\u5f0f\u8bed\u4e49\u8868\u793a\u3001\u903b\u8f91\u89c4\u5219\u5b9a\u4e49\u548c\u64cd\u4f5c\u6846\u67b6\u7b49\u529f\u80fd\uff0c\u652f\u6301\u9886\u57df\u77e5\u8bc6\u56fe\u8c31\u7684\u6784\u5efa\u548c\u7ba1\u7406\u3002OpenSPG\u7ed3\u5408\u4e86LPG\u7ed3\u6784\u7684\u7b80\u5355\u6027\u548cRDF\u8bed\u4e49\u7684\u590d\u6742\u6027\uff0c\u9002\u7528\u4e8e\u91d1\u878d\u7b49\u591a\u79cd\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6599\" title=\"OpenSPG\uff1a\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/dee307cfcea7400.png\" alt=\"OpenSPG\uff1a\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce-1\" width=\"830\" height=\"387\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/dee307cfcea7400.png 1521w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/dee307cfcea7400-300x140.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/dee307cfcea7400-1024x477.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/dee307cfcea7400-768x358.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6600\" title=\"OpenSPG\uff1a\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/31c7f7452e38b11.jpg\" alt=\"OpenSPG\uff1a\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce-1\" width=\"810\" height=\"385\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/31c7f7452e38b11.jpg 1492w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/31c7f7452e38b11-300x143.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/31c7f7452e38b11-1024x487.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/31c7f7452e38b11-768x365.jpg 768w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u77e5\u8bc6\u5efa\u6a21\uff1a\u652f\u6301\u9886\u57df\u6a21\u578b\u7ea6\u675f\u7684\u77e5\u8bc6\u5efa\u6a21<\/li>\n<li>\u8bed\u4e49\u8868\u793a\uff1a\u63d0\u4f9b\u663e\u5f0f\u7684\u8bed\u4e49\u8868\u793a\u548c\u903b\u8f91\u89c4\u5219\u5b9a\u4e49<\/li>\n<li>\u64cd\u4f5c\u6846\u67b6\uff1a\u652f\u6301\u6784\u5efa\u3001\u63a8\u7406\u7b49\u64cd\u4f5c\u6846\u67b6<\/li>\n<li>\u63d2\u4ef6\u9002\u914d\uff1a\u652f\u6301\u57fa\u7840\u5f15\u64ce\u548c\u7b97\u6cd5\u670d\u52a1\u7684\u63d2\u4ef6\u5316\u9002\u914d<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316\uff1a\u63d0\u4f9b\u76f4\u89c2\u7684\u6570\u636e\u63a2\u7d22\u548c\u5206\u6790\u754c\u9762<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<h4>\u670d\u52a1\u7aef\u5b89\u88c5<\/h4>\n<p>\u670d\u52a1\u7aef\u57fa\u4e8eDocker Compose\u90e8\u7f72\uff0c\u4e3b\u8981\u5305\u542b4\u4e2a\u955c\u50cf\uff1a<\/p>\n<ul>\n<li><strong>openspg-server<\/strong>\uff1a\u63d0\u4f9bschema\u670d\u52a1<\/li>\n<li><strong>openspg-mysql<\/strong>\uff1a\u5b58\u50a8schema\u6570\u636e<\/li>\n<li><strong>tugraph<\/strong>\uff1a\u5b58\u50a8\u56fe\u8c31\u6570\u636e<\/li>\n<li><strong>elasticsearch<\/strong>\uff1a\u7d22\u5f15\u56fe\u8c31\u6570\u636e<\/li>\n<\/ul>\n<ol>\n<li>\u4e0b\u8f7d <code>docker-compose.yml<\/code> \u6587\u4ef6\uff0c\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u7b49\u5f85\u547d\u4ee4\u6267\u884c\u5b8c\u6210\u5373\u5b8c\u6210\u670d\u52a1\u7aef\u542f\u52a8\uff1a\n<pre><code class=\"language-bash\">docker-compose -f docker-compose.yml up -d\r\n<\/code><\/pre>\n<\/li>\n<li>\u5f53 <code>openspg-server<\/code> \u5728\u672c\u5730\u542f\u52a8\u540e\uff0c\u53ef\u4ee5\u6253\u5f00 http:\/\/127.0.0.1:8887 \u7aef\u53e3\u770b\u5230\u524d\u7aef\u53ef\u89c6\u5316\u9875\u9762\u3002\u5982\u679c <code>openspg-server<\/code> \u90e8\u7f72\u5728\u8fdc\u7a0b\uff0c\u5bf9\u5e94\u7684IP\u5730\u5740\u9700\u8981\u505a\u76f8\u5e94\u4fee\u6539\u3002<\/li>\n<\/ol>\n<h4>\u5ba2\u6237\u7aef\u5b89\u88c5<\/h4>\n<p>\u5ba2\u6237\u7aef\u4e5f\u63d0\u4f9b\u4e86Docker\u955c\u50cf\uff0c\u76f4\u63a5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u4f1a\u62c9\u53d6\u8be5\u955c\u50cf\uff1a<\/p>\n<pre><code class=\"language-bash\">docker pull --platform linux\/x86_64 spg-registry.cn-hangzhou.cr.aliyuncs.com\/spg\/openspg-python:latest\r\n<\/code><\/pre>\n<p>\u4e0b\u8f7d\u5b8c\u955c\u50cf\u540e\uff0c\u53ef\u4ee5\u514b\u9686OpenSPG\u6e90\u7801\uff1a<\/p>\n<pre><code class=\"language-bash\">git <span class=\"hljs-built_in\">clone<\/span> --depth=1 https:\/\/github.com\/OpenSPG\/openspg.git\r\n<\/code><\/pre>\n<p>\u6e90\u7801\u514b\u9686\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f53\u9a8c\u6e90\u7801\u4e2d\u81ea\u5e26\u7684\u6848\u4f8b\uff1a<\/p>\n<pre><code class=\"language-bash\"><span class=\"hljs-comment\"># \u542f\u52a8\u5bb9\u5668\uff0c\u5c06\u5176\u4e2d\u7684${project_dir}\u66ff\u6362\u6210\u6e90\u7801\u76ee\u5f55<\/span>\r\ndocker run --<span class=\"hljs-built_in\">rm<\/span> --net=host -v <span class=\"hljs-variable\">${project_dir}<\/span>:\/code \\\r\n  -it spg-registry.cn-hangzhou.cr.aliyuncs.com\/spg\/openspg-python:latest \\\r\n  <span class=\"hljs-string\">\"\/bin\/bash\"<\/span>\r\n  \r\n<span class=\"hljs-comment\"># \u5bb9\u5668\u542f\u52a8\u540e\uff0c\u8fdb\u5165\/code\u76ee\u5f55\uff0c\u5373openspg\u9879\u76ee\u6e90\u7801\u76ee\u5f55<\/span>\r\n<span class=\"hljs-built_in\">cd<\/span> \/code\r\n\r\n<span class=\"hljs-comment\"># \u540e\u7eed\u53ef\u4ee5\u5b89\u88c5\u6848\u4f8b\u6559\u7a0b\uff0c\u6bd4\u5982\u8fdb\u5165riskmining\u76ee\u5f55<\/span>\r\n<span class=\"hljs-built_in\">cd<\/span> python\/knext\/knext\/examples\/riskmining\r\n\r\n<span class=\"hljs-comment\"># \u53c2\u8003\u6848\u4f8b\u6559\u7a0b\uff0c\u6267\u884c\u76f8\u5e94\u7684knext\u547d\u4ee4\uff0c\u6bd4\u5982<\/span>\r\nknext project create --prj_path .\r\nknext schema commit\r\n\r\nknext builder execute ...\r\nknext reasoner execute ...\r\n<\/code><\/pre>\n<p>\u53e6\u5916\uff0c\u5f53\u672c\u5730\u57fa\u4e8eIDE\u53bb\u7f16\u5199\u56fe\u8c31\u9879\u76ee\u65f6\uff0c\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5knext\uff1a<\/p>\n<pre><code class=\"language-bash\">pip install openspg-knext\r\n<\/code><\/pre>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>\u670d\u52a1\u7aef\u542f\u52a8<\/h4>\n<ol>\n<li>\u514b\u9686 OpenSPG \u6e90\u7801\uff0c\u5e76\u5728IDE\u4e2d\u6253\u5f00\uff1a\n<pre><code class=\"language-bash\">git <span class=\"hljs-built_in\">clone<\/span> git@github.com:OpenSPG\/openspg.git\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u547d\u4ee4\u5047\u5b9a\u90fd\u6267\u884c\u5728openspg\u4ee3\u7801\u5e93\u7684\u6839\u76ee\u5f55\u4e0b\u3002<\/li>\n<li>\u6267\u884c mvn \u7f16\u8bd1\u547d\u4ee4\uff1a\n<pre><code class=\"language-bash\">mvn clean install -Dmaven.test.skip=<span class=\"hljs-literal\">true<\/span> -Dspotless.check.skip -Dspotless.apply.skip\r\n<\/code><\/pre>\n<\/li>\n<li>\u672c\u5730\u542f\u52a8MySQL\u3001ElasticSearch\u3001TuGraph\u7b49\u5bb9\u5668\uff1a\n<pre><code class=\"language-bash\">sh dev\/test\/docker-compose.sh\r\n<\/code><\/pre>\n<\/li>\n<li>\u542f\u52a8 server \u5165\u53e3\u4f4d\u4e8e\uff1a\n<pre><code class=\"language-bash\">com.antgroup.openspg.server.arks.sofaboot.Application\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u5ba2\u6237\u7aef\u542f\u52a8<\/h4>\n<ol>\n<li>\u51c6\u5907\u4e00\u4e2a Python \u865a\u62df\u73af\u5883\uff0c\u7248\u672c3.8+\u3002<\/li>\n<li>\u5c06 mvn \u7f16\u8bd1\u597d\u7684 reasoner \u548c builder \u5305\u590d\u5236\u5230 knext \u5bf9\u5e94\u76ee\u5f55\u4e2d\uff1a\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">cp<\/span> dev\/release\/python\/lib\/builder* python\/knext\/knext\/builder\/lib\r\n<span class=\"hljs-built_in\">cp<\/span> dev\/release\/python\/lib\/reasoner* python\/knext\/knext\/reasoner\/lib\r\n<\/code><\/pre>\n<\/li>\n<li>\u672c\u5730\u5b89\u88c5 nn4k\uff1a\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">cd<\/span> python\/nn4k\r\npython setup.py develop\r\n<\/code><\/pre>\n<\/li>\n<li>\u672c\u5730\u5b89\u88c5 knext\uff1a\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">cd<\/span> python\/knext\r\npython setup.py develop\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b8c\u6210\u4e4b\u540e\u5c31\u53ef\u4ee5\u5728\u8be5 Python \u865a\u62df\u73af\u5883\u4e2d\u6267\u884cknext\u547d\u4ee4\u3002<\/li>\n<\/ol>\n<h3>\u6838\u5fc3\u80fd\u529b\u6a21\u578b<\/h3>\n<p>OpenSPG\u7684\u6838\u5fc3\u80fd\u529b\u6a21\u578b\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>SPG-Schema\u8bed\u4e49\u5efa\u6a21<\/strong>\uff1a\u8d1f\u8d23\u5c5e\u6027\u56fe\u8bed\u4e49\u589e\u5f3a\u7684Schema\u6846\u67b6\u8bbe\u8ba1\uff0c\u5982\u4e3b\u4f53\u6a21\u578b\u3001\u6f14\u5316\u6a21\u578b\u3001\u8c13\u8bcd\u6a21\u578b\u7b49\u3002<\/li>\n<li><strong>SPG-Builder\u77e5\u8bc6\u6784\u5efa<\/strong>\uff1a\u652f\u6301\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u77e5\u8bc6\u5bfc\u5165\uff0c\u4e0e\u5927\u6570\u636e\u67b6\u6784\u517c\u5bb9\u8854\u63a5\uff0c\u63d0\u4f9b\u4e86\u77e5\u8bc6\u6784\u5efa\u7b97\u5b50\u6846\u67b6\uff0c\u5b9e\u73b0\u4ece\u6570\u636e\u5230\u77e5\u8bc6\u7684\u8f6c\u6362\u3002\u62bd\u8c61\u4e86\u77e5\u8bc6\u52a0\u5de5SDK\u6846\u67b6\uff0c\u63d0\u4f9b\u5b9e\u4f53\u94fe\u6307\u3001\u6982\u5ff5\u6807\u5316\u548c\u5b9e\u4f53\u5f52\u4e00\u7b49\u7b97\u5b50\u80fd\u529b\uff0c\u7ed3\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u548c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u63d0\u9ad8\u5355\u4e2a\u7c7b\u578b\u4e2d\u4e0d\u540c\u5b9e\u4f8b\u7684\u552f\u4e00\u6027\u6c34\u5e73\uff0c\u652f\u6301\u9886\u57df\u56fe\u8c31\u7684\u6301\u7eed\u8fed\u4ee3\u6f14\u5316\u3002<\/li>\n<li><strong>SPG-Reasoner\u903b\u8f91\u89c4\u5219\u63a8\u7406<\/strong>\uff1a\u62bd\u8c61\u4e86KGDSL\uff08Knowledge Graph Domain Specific 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