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  • 图数据库查询语言

    本文介绍图数据库支持的gremlin和Cypher查询语言。

    初始化数据

    可使用gremlin api执行

    gremlin api

    POST http://localhost:8080/gremlin

    {"gremlin":"这里是语句",
     "bindings": {},
    "language": "gremlin-groovy",
    "aliases": {
    		"graph": "graphname", 
    		"g": "__g_graphname"
    	}
    }
    

    schema

    schema = hugegraph.schema()
    
    schema.propertyKey("name").asText().ifNotExist().create()
    schema.propertyKey("age").asInt().ifNotExist().create()
    schema.propertyKey("time").asInt().ifNotExist().create()
    schema.propertyKey("reason").asText().ifNotExist().create()
    schema.propertyKey("type").asText().ifNotExist().create()
    
    schema.vertexLabel("character").properties("name", "age", "type").primaryKeys("name").nullableKeys("age").ifNotExist().create()
    schema.vertexLabel("location").properties("name").primaryKeys("name").ifNotExist().create()
    
    schema.edgeLabel("father").link("character", "character").ifNotExist().create()
    schema.edgeLabel("mother").link("character", "character").ifNotExist().create()
    schema.edgeLabel("battled").link("character", "character").properties("time").ifNotExist().create()
    schema.edgeLabel("lives").link("character", "location").properties("reason").nullableKeys("reason").ifNotExist().create()
    schema.edgeLabel("pet").link("character", "character").ifNotExist().create()
    schema.edgeLabel("brother").link("character", "character").ifNotExist().create()
    

    插入数据

    // add vertices
    Vertex saturn = graph.addVertex(T.label, "character", "name", "saturn", "age", 10000, "type", "titan")
    Vertex sky = graph.addVertex(T.label, "location", "name", "sky")
    Vertex sea = graph.addVertex(T.label, "location", "name", "sea")
    Vertex jupiter = graph.addVertex(T.label, "character", "name", "jupiter", "age", 5000, "type", "god")
    Vertex neptune = graph.addVertex(T.label, "character", "name", "neptune", "age", 4500, "type", "god")
    Vertex hercules = graph.addVertex(T.label, "character", "name", "hercules", "age", 30, "type", "demigod")
    Vertex alcmene = graph.addVertex(T.label, "character", "name", "alcmene", "age", 45, "type", "human")
    Vertex pluto = graph.addVertex(T.label, "character", "name", "pluto", "age", 4000, "type", "god")
    Vertex nemean = graph.addVertex(T.label, "character", "name", "nemean", "type", "monster")
    Vertex hydra = graph.addVertex(T.label, "character", "name", "hydra", "type", "monster")
    Vertex cerberus = graph.addVertex(T.label, "character", "name", "cerberus", "type", "monster")
    Vertex tartarus = graph.addVertex(T.label, "location", "name", "tartarus")
    
    // add edges
    jupiter.addEdge("father", saturn)
    jupiter.addEdge("lives", sky, "reason", "loves fresh breezes")
    jupiter.addEdge("brother", neptune)
    jupiter.addEdge("brother", pluto)
    neptune.addEdge("lives", sea, "reason", "loves waves")
    neptune.addEdge("brother", jupiter)
    neptune.addEdge("brother", pluto)
    hercules.addEdge("father", jupiter)
    hercules.addEdge("mother", alcmene)
    hercules.addEdge("battled", nemean, "time", 1)
    hercules.addEdge("battled", hydra, "time", 2)
    hercules.addEdge("battled", cerberus, "time", 12)
    pluto.addEdge("brother", jupiter)
    pluto.addEdge("brother", neptune)
    pluto.addEdge("lives", tartarus, "reason", "no fear of death")
    pluto.addEdge("pet", cerberus)
    cerberus.addEdge("lives", tartarus)
    

    可视化

    创建索引

    创建索引,使用REST API:

    POST http://localhost:8080/graphs/hugegraph/schema/indexlabels

    {
    	"name": "characterAge",
    	"base_type": "VERTEX_LABEL",
    	"base_value": "character",
    	"index_type": "RANGE",
    	"fields": [
    		"age"
    	]
    }
    

    查询

    API 说明

    支持gremlinsparqlCypher api,推荐gremlin和Cypher

    cypher api

    http://127.0.0.1:8080/graphs/hugegraph/cypher?cypher=
    

    eg:

    curl http://127.0.0.1:8080/graphs/hugegraph/cypher?cypher=MATCH%20(n:character)-[:lives]-%3E(location)-[:lives]-(cohabitants)%20where%20n.name=%27pluto%27%20return%20cohabitants.name
    

    gremlin api

    POST http://localhost:8080/gremlin

    {"gremlin":"这里是语句",
     "bindings": {},
    "language": "gremlin-groovy",
    "aliases": {
    		"graph": "graphname", 
    		"g": "__g_graphname"
    	}
    }
    

    sparql api

    GET http://127.0.0.1:8080/graphs/hugegraph/sparql?sparql=SELECT%20*%20WHERE%20{%20}
    

    1. 查询hercules的祖父

    g.V().hasLabel('character').has('name','hercules').out('father').out('father')
    
    

    也可以通过repeat方式:

    g.V().hasLabel('character').has('name','hercules').repeat(__.out('father')).times(2)
    
    

    cypher

    MATCH (n:character)-[:father]->()-[:father]->(grandfather) where n.name='hercules' return grandfather
    

    2. Find the name of hercules's father

    g.V().hasLabel('character').has('name','hercules').out('father').value('name')
    

    cypher

    MATCH (n:character)-[:father]->(father) where n.name='hercules' return father.name
    

    3. Find the characters with age > 100

    g.V().hasLabel('character').has('age',gt(100))
    
    

    cypher

    MATCH (n:character) where n.age > 10 return n
    

    4. Find who are pluto's cohabitants

    g.V().hasLabel('character').has('name','pluto').out('lives').in('lives').values('name')
    
    

    cypher

    MATCH (n:character)-[:lives]->(location)-[:lives]-(cohabitants) where n.name='pluto' return cohabitants.name
    

    5. Find pluto can't be his own cohabitant

    pluto = g.V().hasLabel('character').has('name', 'pluto')
    g.V(pluto).out('lives').in('lives').where(is(neq(pluto)).values('name')
    
    // use 'as'
    g.V().hasLabel('character').has('name', 'pluto').as('x').out('lives').in('lives').where(neq('x')).values('name')
    
    
    cypher> MATCH (src:character{name:"pluto"})-[:lives]->()<-[:lives]-(dst:character) RETURN dst.name
    
    

    6. Pluto's Brothers

    pluto = g.V().hasLabel('character').has('name', 'pluto').next()
    // where do pluto's brothers live?
    g.V(pluto).out('brother').out('lives').values('name')
    
    // which brother lives in which place?
    g.V(pluto).out('brother').as('god').out('lives').as('place').select('god','place')
    
    // what is the name of the brother and the name of the place?
    g.V(pluto).out('brother').as('god').out('lives').as('place').select('god','place').by('name')
    
    MATCH (src:Character{name:"pluto"})-[:brother]->(bro:Character)-[:lives]->(dst)
    RETURN bro.name, dst.name
    

    作者:Jadepeng
    出处:jqpeng的技术记事本--http://www.cnblogs.com/xiaoqi
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  • 原文地址:https://www.cnblogs.com/xiaoqi/p/graph-query-lang.html
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