{"id":354,"date":"2025-08-19T17:20:42","date_gmt":"2025-08-19T09:20:42","guid":{"rendered":"https:\/\/www.idcyz.com\/blog\/?p=354"},"modified":"2025-08-19T17:20:42","modified_gmt":"2025-08-19T09:20:42","slug":"%e5%9b%be%e6%95%b0%e6%8d%ae%e5%ba%93%e5%9c%a8%e5%a4%84%e7%90%86%e5%a4%8d%e6%9d%82%e6%95%b0%e6%8d%ae%e5%85%b3%e7%b3%bb%e4%b8%ad%e7%9a%84%e4%bc%98%e5%8a%bf%e5%8f%8a%e5%ba%94%e7%94%a8%e4%bb%b7%e5%80%bc","status":"publish","type":"post","link":"https:\/\/www.idcyz.com\/blog\/354.html","title":{"rendered":"\u56fe\u6570\u636e\u5e93\u5728\u5904\u7406\u590d\u6742\u6570\u636e\u5173\u7cfb\u4e2d\u7684\u4f18\u52bf\u53ca\u5e94\u7528\u4ef7\u503c"},"content":{"rendered":"

\"\u56fe\u6570\u636e\u5e93\u5728\u5904\u7406\u590d\u6742\u6570\u636e\u5173\u7cfb\u4e2d\u7684\u4f18\u52bf\u53ca\u5e94\u7528\u4ef7\u503c\"<\/p>\n

\u56fe\u6570\u636e\u5e93\u662f\u4e00\u79cd\u7528\u4e8e\u5b58\u50a8\u3001\u67e5\u8be2\u548c\u64cd\u4f5c\u56fe\u5f62\u6570\u636e\u7ed3\u6784\u7684\u6570\u636e\u5e93\uff0c\u5b83\u91c7\u7528\u8282\u70b9\u3001\u8fb9\u548c\u5c5e\u6027\u7684\u65b9\u5f0f\u6765\u8868\u793a\u548c\u5904\u7406\u6570\u636e\u3002\u5728\u56fe\u6570\u636e\u5e93\u4e2d\uff0c\u8282\u70b9\u4ee3\u8868\u5b9e\u4f53\uff0c\u8fb9\u8868\u793a\u8282\u70b9\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5c5e\u6027\u5219\u7528\u6765\u63cf\u8ff0\u8282\u70b9\u548c\u8fb9\u7684\u7279\u5f81\u3002\u56fe\u6570\u636e\u5e93\u975e\u5e38\u9002\u5408\u5904\u7406\u590d\u6742\u7684\u5173\u7cfb\u548c\u6570\u636e\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u5e38\u7528\u4e8e\u793e\u4ea4\u7f51\u7edc\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u77e5\u8bc6\u56fe\u8c31\u7b49\u9886\u57df\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u63a8\u8350\u7684\u56fe\u6570\u636e\u5e93\uff0c\u6309\u63a8\u8350\u987a\u5e8f\u6392\u5217\uff1a<\/p>\n<\/p>\n

1. Neo4j<\/h3>\n<\/p>\n

Neo4j \u662f\u76ee\u524d\u6700\u6d41\u884c\u7684\u56fe\u6570\u636e\u5e93\u4e4b\u4e00\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u7c7b\u573a\u666f\u3002\u5b83\u652f\u6301\u9ad8\u6548\u7684\u67e5\u8be2\u8bed\u8a00 Cypher\uff0c\u4f7f\u5f97\u56fe\u5f62\u6570\u636e\u7684\u67e5\u8be2\u53d8\u5f97\u7b80\u4fbf\u3002\u540c\u65f6\uff0c\u5b83\u4ee5\u793e\u533a\u9a71\u52a8\u7684\u65b9\u5f0f\u4e0d\u65ad\u66f4\u65b0\u548c\u5b8c\u5584\uff0c\u62e5\u6709\u5f3a\u5927\u7684\u5f00\u6e90\u751f\u6001\u7cfb\u7edf\uff0c\u80fd\u591f\u652f\u6301\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u3002<\/p>\n<\/p>\n

Neo4j \u7684\u6570\u636e\u7ed3\u6784\u5341\u5206\u7075\u6d3b\uff0c\u652f\u6301\u9ad8\u6548\u7684\u56fe\u904d\u5386\u548c\u590d\u6742\u67e5\u8be2\uff0c\u4f7f\u5176\u5728\u6027\u80fd\u548c\u53ef\u6269\u5c55\u6027\u4e0a\u7684\u8868\u73b0\u90fd\u975e\u5e38\u51fa\u8272\u3002\u6b64\u5916\uff0cNeo4j \u4e5f\u9002\u5408\u65b0\u624b\u4f7f\u7528\uff0c\u5176\u4e30\u5bcc\u7684\u6587\u6863\u548c\u793e\u533a\u652f\u6301\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<\/p>\n

2. Amazon Neptune<\/h3>\n<\/p>\n

Amazon Neptune \u662f\u4e9a\u9a6c\u900a\u63d0\u4f9b\u7684\u4e00\u6b3e\u56fe\u6570\u636e\u5e93\u670d\u52a1\uff0c\u5b8c\u5168\u6258\u7ba1\uff0c\u7528\u6237\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u6570\u636e\u7684\u4f7f\u7528\u800c\u65e0\u9700\u62c5\u5fc3\u5e95\u5c42\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u5b83\u652f\u6301\u4e24\u79cd\u6d41\u884c\u7684\u56fe\u6a21\u578b\uff1aProperty Graph \u548c RDF\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u7075\u6d3b\u9009\u62e9\u3002<\/p>\n<\/p>\n

Neptune \u4e13\u4e3a\u9ad8\u53ef\u7528\u6027\u548c\u53ef\u6269\u5c55\u6027\u8bbe\u8ba1\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u67e5\u8be2\u548c\u5927\u91cf\u5e76\u53d1\u8bf7\u6c42\uff0c\u975e\u5e38\u9002\u5408\u4f01\u4e1a\u7ea7\u5e94\u7528\u3002\u901a\u8fc7\u4e0e AWS \u5176\u4ed6\u670d\u52a1\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u7528\u6237\u80fd\u591f\u8f7b\u677e\u6784\u5efa\u590d\u6742\u7684\u5e94\u7528\u67b6\u6784\u3002<\/p>\n<\/p>\n

3. ArangoDB<\/h3>\n<\/p>\n

ArangoDB \u662f\u4e00\u4e2a\u591a\u6a21\u578b\u6570\u636e\u5e93\uff0c\u652f\u6301\u56fe\u3001\u6587\u6863\u548c\u952e\u503c\u5b58\u50a8\u3002\u5b83\u7ed3\u5408\u4e86\u56fe\u6570\u636e\u5e93\u7684\u5f3a\u5927\u529f\u80fd\u548c\u6587\u6863\u5b58\u50a8\u7684\u7075\u6d3b\u6027\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u4e3a\u7efc\u5408\u7684\u6570\u636e\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<\/p>\n

ArangoDB \u7684 AQL \u67e5\u8be2\u8bed\u8a00\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u65b9\u4fbf\u5730\u67e5\u8be2\u548c\u64cd\u4f5c\u56fe\u6570\u636e\uff0c\u800c\u5176\u539f\u751f\u56fe\u6570\u636e\u5e93\u529f\u80fd\u8ba9\u590d\u6742\u7684\u56fe\u904d\u5386\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002\u5c24\u5176\u9002\u5408\u9700\u8981\u540c\u65f6\u4f7f\u7528\u591a\u79cd\u6570\u636e\u6a21\u578b\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n

4. OrientDB<\/h3>\n<\/p>\n

OrientDB \u662f\u4e00\u4e2a\u591a\u6a21\u578b\u5f00\u6e90\u6570\u636e\u5e93\uff0c\u6709\u7740\u56fe\u6570\u636e\u5e93\u548c\u6587\u6863\u6570\u636e\u5e93\u7684\u7279\u70b9\u3002\u5b83\u4e0d\u4ec5\u652f\u6301\u4f20\u7edf\u7684\u5173\u7cfb\u6a21\u578b\uff0c\u8fd8\u652f\u6301\u7075\u6d3b\u7684\u56fe\u6a21\u578b\uff0c\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u6839\u636e\u9700\u6c42\u9009\u62e9\u76f8\u5e94\u7684\u65b9\u5f0f\u6765\u7ec4\u7ec7\u548c\u67e5\u8be2\u6570\u636e\u3002<\/p>\n<\/p>\n

OrientDB \u7684\u7279\u70b9\u5728\u4e8e\u5176\u5f3a\u5927\u7684\u5b89\u5168\u6027\u548c\u9ad8\u6548\u7684\u4e8b\u52a1\u5904\u7406\u80fd\u529b\uff0c\u9002\u5408\u5904\u7406\u91d1\u878d\u3001\u793e\u4ea4\u7f51\u7edc\u7b49\u9700\u8981\u9ad8\u5e76\u53d1\u7684\u5e94\u7528\u3002\u5176\u652f\u6301 ACID \u4e8b\u52a1\u80fd\u591f\u4e3a\u6570\u636e\u7684\u5b8c\u6574\u6027\u63d0\u4f9b\u4fdd\u969c\u3002<\/p>\n<\/p>\n

5. JanusGraph<\/h3>\n<\/p>\n

JanusGraph \u662f\u4e00\u4e2a\u5f00\u6e90\u5206\u5e03\u5f0f\u56fe\u6570\u636e\u5e93\uff0c\u4e13\u4e3a\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u800c\u8bbe\u8ba1\u3002\u5b83\u80fd\u591f\u4e0e\u5f88\u591a\u5b58\u50a8\u540e\u7aef\uff08\u5982 Apache Cassandra\u3001HBase \u548c Google Bigtable\uff09\u96c6\u6210\uff0c\u63d0\u4f9b\u4e86\u6781\u5927\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n

JanusGraph \u652f\u6301 TinkerPop \u56fe\u5f62\u8ba1\u7b97\u6846\u67b6\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u4f7f\u7528 Gremlin \u67e5\u8be2\u8bed\u8a00\u6765\u64cd\u4f5c\u56fe\u6570\u636e\u3002\u5176\u8bbe\u8ba1\u7406\u5ff5\u6ce8\u91cd\u6027\u80fd\u548c\u6548\u7387\uff0c\u9002\u5408\u7528\u4e8e\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u4f01\u4e1a\u7ea7\u5e94\u7528\u3002<\/p>\n<\/p>\n

\u56fe\u6570\u636e\u5e93\u6709\u54ea\u4e9b\u4e3b\u8981\u7684\u5e94\u7528\u573a\u666f\uff1f<\/h3>\n<\/p>\n

\u56fe\u6570\u636e\u5e93\u56e0\u5176\u7075\u6d3b\u6027\u548c\u9ad8\u6548\u6027\uff0c\u5728\u5404\u884c\u5404\u4e1a\u90fd\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\u5305\u62ec\u793e\u4ea4\u7f51\u7edc\u5206\u6790\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u91d1\u878d\u6b3a\u8bc8\u68c0\u6d4b\u3001\u7f51\u7edc\u5b89\u5168\u9632\u62a4\u53ca\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u7b49\u3002<\/p>\n<\/p>\n

\u5bf9\u4e8e\u793e\u4ea4\u7f51\u7edc\u6765\u8bf4\uff0c\u56fe\u6570\u636e\u5e93\u51e0\u4e4e\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\uff0c\u6bcf\u4e2a\u7528\u6237\u7684\u5173\u7cfb\u3001\u4e92\u52a8\u548c\u5174\u8da3\u90fd\u53ef\u4ee5\u901a\u8fc7\u56fe\u5f62\u5173\u7cfb\u9ad8\u6548\u5b58\u50a8\u548c\u67e5\u8be2\u3002\u800c\u5728\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u56fe\u6570\u636e\u5e93\u901a\u8fc7\u5206\u6790\u7528\u6237\u4e0e\u5185\u5bb9\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u80fd\u591f\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u4e2a\u6027\u5316\u63a8\u8350\u3002<\/p>\n<\/p>\n

\u4e3a\u4ec0\u4e48\u9009\u62e9\u56fe\u6570\u636e\u5e93\u800c\u4e0d\u662f\u4f20\u7edf\u7684\u5173\u7cfb\u6570\u636e\u5e93\uff1f<\/h3>\n<\/p>\n

\u9009\u62e9\u56fe\u6570\u636e\u5e93\u7684\u4e3b\u8981\u539f\u56e0\u5728\u4e8e\u5176\u80fd\u591f\u9ad8\u6548\u5904\u7406\u590d\u6742\u7684\u5173\u7cfb\u6570\u636e\u3002\u4f20\u7edf\u7684\u5173\u7cfb\u6570\u636e\u5e93\u5728\u9762\u5bf9\u9ad8\u5ea6\u4e92\u8054\u7684\u6570\u636e\u65f6\uff0c\u6027\u80fd\u8868\u73b0\u53ef\u80fd\u4f1a\u6709\u6240\u4e0b\u964d\uff0c\u56e0\u4e3a\u5173\u7cfb\u6570\u636e\u5e93\u9700\u8981\u901a\u8fc7 JOIN \u64cd\u4f5c\u6765\u5b9e\u73b0\u591a\u4e2a\u8868\u4e4b\u95f4\u7684\u5173\u7cfb\u67e5\u8be2\uff0c\u800c\u56fe\u6570\u636e\u5e93\u53ef\u4ee5\u901a\u8fc7\u8fb9\u7684\u76f4\u63a5\u8fde\u63a5\u5feb\u901f\u8bbf\u95ee\u6570\u636e\u3002<\/p>\n<\/p>\n

\u6b64\u5916\uff0c\u56fe\u6570\u636e\u5e93\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u81ea\u7136\u7684\u65b9\u5f0f\u6765\u8868\u8fbe\u548c\u5b58\u50a8\u6570\u636e\u5173\u7cfb\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u9891\u7e41\u4fee\u6539\u5173\u7cfb\u6216\u7ed3\u6784\u65f6\uff0c\u56fe\u6570\u636e\u5e93\u7684\u7075\u6d3b\u6027\u4f7f\u5f97\u6570\u636e\u5efa\u6a21\u548c\u66f4\u65b0\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n<\/p>\n

\u56fe\u6570\u636e\u5e93\u7684\u6570\u636e\u67e5\u8be2\u5982\u4f55\u5b9e\u65bd\uff1f<\/h3>\n<\/p>\n

\u56fe\u6570\u636e\u5e93\u901a\u5e38\u4f7f\u7528\u7279\u5b9a\u7684\u67e5\u8be2\u8bed\u8a00\u6765\u64cd\u4f5c\u548c\u67e5\u8be2\u6570\u636e\uff0c\u4f8b\u5982 Neo4j \u91c7\u7528\u7684 Cypher \u67e5\u8be2\u8bed\u8a00\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6784\u5efa\u56fe\u5f62\u67e5\u8be2\u6765\u5b9e\u73b0\u5bf9\u8282\u70b9\u3001\u8fb9\u548c\u5c5e\u6027\u7684\u589e\u3001\u5220\u3001\u6539\u3001\u67e5\u7b49\u64cd\u4f5c\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u5728 Neo4j \u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u67e5\u8be2\u8bed\u53e5\u6765\u67e5\u627e\u4e0e\u6307\u5b9a\u7528\u6237\u6709\u5173\u7684\u597d\u53cb\uff1a<\/p>\n

<\/p>\r\n
MATCH (u:User {name: 'Alice'})-[:FRIEND]->(friend)<\/p>\r\n
RETURN friend.name<\/p>\r\n
<\/code><\/pre>\n<\/p>\n
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