写在前面
主要包括以下几个个方面的学习,基于 docker服务部署
Docker 部署如下命令
- 下载镜像:
docker pull neo4j:3.5.0
- 运行容器:
docker run -d -p 7474:7474 -p 7687:7687 --name neo4j-3.5.0 neo4j:3.5.0
- 停止容器:
docker stop neo4j-3.5.0
- 启动容器:
docker start neo4j-3.5.0
- 浏览器 http://192.168.1.74:7474/ 访问 neo4j 管理后台,初始账号/密码 neo4j/neo4j
两个基本问题
- 怎么用?
- 什么时候用?
一、基本介绍
Neo4j、TigerGraph、Amazon Neptune、JanusGraph、ArangoDB,是市场上最为知名的五大图数据库。
Neo4j是世界领先的图形数据库。 它的体系结构旨在优化管理,存储和遍历节点和关系。 该数据库采用一种属性图方法,这对于遍历性能和操作运行时都非常有利。 Neo4j提供专用的内存管理以及高效的内存操作。
它具有可伸缩性,可以部署为独立服务器,也可以在容错群集中的多台计算机上横向扩展以用于生产环境。 生产应用程序的其他功能包括热备份和广泛的监视。
目前只提供了 官方的驱动和 Java 客户端
服务端版本 包括社区版和商业版
二、Get start
几个概念
Nodes - graph data records
Relationships - connect nodes
Properties - named data values
Label - Nodes can be grouped together by applying a Label to each member
2.1、Cypher 基础
相当于sql 管理数据库
create
CREATE (ee:Person {
name: "Emil", from: "Sweden", klout: 99 })
注释
CREATE clause to create data
() parenthesis to indicate a node
ee:Person a variable 'ee' and label 'Person' for the new node
{
} brackets to add properties to the node
MATCH
MATCH (ee:Person) WHERE ee.name = "Emil" RETURN ee;
注释
MATCH clause to specify a pattern of nodes and relationships
(ee:Person) a single node pattern with label 'Person' which will assign matches to the variable 'ee'
WHERE clause to constrain the results
ee.name = "Emil" compares name property to the value "Emil"
RETURN clause used to request particular results
关系
MATCH (ee:Person) WHERE ee.name = "Emil"
CREATE (js:Person {
name: "Johan", from: "Sweden", learn: "surfing" }),
(ir:Person {
name: "Ian", from: "England", title: "author" }),
(rvb:Person {
name: "Rik", from: "Belgium", pet: "Orval" }),
(ally:Person {
name: "Allison", from: "California", hobby: "surfing" }),
(ee)-[:KNOWS {
since: 2001}]->(js),(ee)-[:KNOWS {
rating: 5}]->(ir),
(js)-[:KNOWS]->(ir),(js)-[:KNOWS]->(rvb),
(ir)-[:KNOWS]->(js),(ir)-[:KNOWS]->(ally),
(rvb)-[:KNOWS]->(ally)
MATCH (ee:Person)-[:KNOWS]-(friends)
WHERE ee.name = "Emil" RETURN ee, friends
注释
MATCHclause to describe the pattern from known Nodes to found Nodes
(ee)starts the pattern with a Person (qualified by WHERE)
-[:KNOWS]-matches "KNOWS" relationships (in either direction)
(friends)will be bound to Emil's friends
explain/PROFILE 执行计划
PROFILE MATCH (js:Person)-[:KNOWS]-()-[:KNOWS]-(surfer)
WHERE js.name = "Johan" AND surfer.hobby = "surfing"
RETURN DISTINCT surfer
三、样本数据测试
3.1 、准备数据
CREATE (TheMatrix:Movie {
title:'The Matrix', released:1999, tagline:'Welcome to the Real World'})
CREATE (Keanu:Person {
name:'Keanu Reeves', born:1964})
CREATE (Carrie:Person {
name:'Carrie-Anne Moss', born:1967})
CREATE (Laurence:Person {
name:'Laurence Fishburne', born:1961})
CREATE (Hugo:Person {
name:'Hugo Weaving', born:1960})
CREATE (LillyW:Person {
name:'Lilly Wachowski', born:1967})
CREATE (LanaW:Person {
name:'Lana Wachowski', born:1965})
CREATE (JoelS:Person {
name:'Joel Silver', born:1952})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Neo']}]->(TheMatrix),
(Carrie)-[:ACTED_IN {
roles:['Trinity']}]->(TheMatrix),
(Laurence)-[:ACTED_IN {
roles:['Morpheus']}]->(TheMatrix),
(Hugo)-[:ACTED_IN {
roles:['Agent Smith']}]->(TheMatrix),
(LillyW)-[:DIRECTED]->(TheMatrix),
(LanaW)-[:DIRECTED]->(TheMatrix),
(JoelS)-[:PRODUCED]->(TheMatrix)
CREATE (Emil:Person {
name:"Emil Eifrem", born:1978})
CREATE (Emil)-[:ACTED_IN {
roles:["Emil"]}]->(TheMatrix)
CREATE (TheMatrixReloaded:Movie {
title:'The Matrix Reloaded', released:2003, tagline:'Free your mind'})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Neo']}]->(TheMatrixReloaded),
(Carrie)-[:ACTED_IN {
roles:['Trinity']}]->(TheMatrixReloaded),
(Laurence)-[:ACTED_IN {
roles:['Morpheus']}]->(TheMatrixReloaded),
(Hugo)-[:ACTED_IN {
roles:['Agent Smith']}]->(TheMatrixReloaded),
(LillyW)-[:DIRECTED]->(TheMatrixReloaded),
(LanaW)-[:DIRECTED]->(TheMatrixReloaded),
(JoelS)-[:PRODUCED]->(TheMatrixReloaded)
CREATE (TheMatrixRevolutions:Movie {
title:'The Matrix Revolutions', released:2003, tagline:'Everything that has a beginning has an end'})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Neo']}]->(TheMatrixRevolutions),
(Carrie)-[:ACTED_IN {
roles:['Trinity']}]->(TheMatrixRevolutions),
(Laurence)-[:ACTED_IN {
roles:['Morpheus']}]->(TheMatrixRevolutions),
(Hugo)-[:ACTED_IN {
roles:['Agent Smith']}]->(TheMatrixRevolutions),
(LillyW)-[:DIRECTED]->(TheMatrixRevolutions),
(LanaW)-[:DIRECTED]->(TheMatrixRevolutions),
(JoelS)-[:PRODUCED]->(TheMatrixRevolutions)
CREATE (TheDevilsAdvocate:Movie {
title:"The Devil's Advocate", released:1997, tagline:'Evil has its winning ways'})
CREATE (Charlize:Person {
name:'Charlize Theron', born:1975})
CREATE (Al:Person {
name:'Al Pacino', born:1940})
CREATE (Taylor:Person {
name:'Taylor Hackford', born:1944})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Kevin Lomax']}]->(TheDevilsAdvocate),
(Charlize)-[:ACTED_IN {
roles:['Mary Ann Lomax']}]->(TheDevilsAdvocate),
(Al)-[:ACTED_IN {
roles:['John Milton']}]->(TheDevilsAdvocate),
(Taylor)-[:DIRECTED]->(TheDevilsAdvocate)
CREATE (AFewGoodMen:Movie {
title:"A Few Good Men", released:1992, tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth."})
CREATE (TomC:Person {
name:'Tom Cruise', born:1962})
CREATE (JackN:Person {
name:'Jack Nicholson', born:1937})
CREATE (DemiM:Person {
name:'Demi Moore', born:1962})
CREATE (KevinB:Person {
name:'Kevin Bacon', born:1958})
CREATE (KieferS:Person {
name:'Kiefer Sutherland', born:1966})
CREATE (NoahW:Person {
name:'Noah Wyle', born:1971})
CREATE (CubaG:Person {
name:'Cuba Gooding Jr.', born:1968})
CREATE (KevinP:Person {
name:'Kevin Pollak', born:1957})
CREATE (JTW:Person {
name:'J.T. Walsh', born:1943})
CREATE (JamesM:Person {
name:'James Marshall', born:1967})
CREATE (ChristopherG:Person {
name:'Christopher Guest', born:1948})
CREATE (RobR:Person {
name:'Rob Reiner', born:1947})
CREATE (AaronS:Person {
name:'Aaron Sorkin', born:1961})
CREATE
(TomC)-[:ACTED_IN {
roles:['Lt. Daniel Kaffee']}]->(AFewGoodMen),
(JackN)-[:ACTED_IN {
roles:['Col. Nathan R. Jessup']}]->(AFewGoodMen),
(DemiM)-[:ACTED_IN {
roles:['Lt. Cdr. JoAnne Galloway']}]->(AFewGoodMen),
(KevinB)-[:ACTED_IN {
roles:['Capt. Jack Ross']}]->(AFewGoodMen),
(KieferS)-[:ACTED_IN {
roles:['Lt. Jonathan Kendrick']}]->(AFewGoodMen),
(NoahW)-[:ACTED_IN {
roles:['Cpl. Jeffrey Barnes']}]->(AFewGoodMen),
(CubaG)-[:ACTED_IN {
roles:['Cpl. Carl Hammaker']}]->(AFewGoodMen),
(KevinP)-[:ACTED_IN {
roles:['Lt. Sam Weinberg']}]->(AFewGoodMen),
(JTW)-[:ACTED_IN {
roles:['Lt. Col. Matthew Andrew Markinson']}]->(AFewGoodMen),
(JamesM)-[:ACTED_IN {
roles:['Pfc. Louden Downey']}]->(AFewGoodMen),
(ChristopherG)-[:ACTED_IN {
roles:['Dr. Stone']}]->(AFewGoodMen),
(AaronS)-[:ACTED_IN {
roles:['Man in Bar']}]->(AFewGoodMen),
(RobR)-[:DIRECTED]->(AFewGoodMen),
(AaronS)-[:WROTE]->(AFewGoodMen)
CREATE (TopGun:Movie {
title:"Top Gun", released:1986, tagline:'I feel the need, the need for speed.'})
CREATE (KellyM:Person {
name:'Kelly McGillis', born:1957})
CREATE (ValK:Person {
name:'Val Kilmer', born:1959})
CREATE (AnthonyE:Person {
name:'Anthony Edwards', born:1962})
CREATE (TomS:Person {
name:'Tom Skerritt', born:1933})
CREATE (MegR:Person {
name:'Meg Ryan', born:1961})
CREATE (TonyS:Person {
name:'Tony Scott', born:1944})
CREATE (JimC:Person {
name:'Jim Cash', born:1941})
CREATE
(TomC)-[:ACTED_IN {
roles:['Maverick']}]->(TopGun),
(KellyM)-[:ACTED_IN {
roles:['Charlie']}]->(TopGun),
(ValK)-[:ACTED_IN {
roles:['Iceman']}]->(TopGun),
(AnthonyE)-[:ACTED_IN {
roles:['Goose']}]->(TopGun),
(TomS)-[:ACTED_IN {
roles:['Viper']}]->(TopGun),
(MegR)-[:ACTED_IN {
roles:['Carole']}]->(TopGun),
(TonyS)-[:DIRECTED]->(TopGun),
(JimC)-[:WROTE]->(TopGun)
CREATE (JerryMaguire:Movie {
title:'Jerry Maguire', released:2000, tagline:'The rest of his life begins now.'})
CREATE (ReneeZ:Person {
name:'Renee Zellweger', born:1969})
CREATE (KellyP:Person {
name:'Kelly Preston', born:1962})
CREATE (JerryO:Person {
name:"Jerry O'Connell", born:1974})
CREATE (JayM:Person {
name:'Jay Mohr', born:1970})
CREATE (BonnieH:Person {
name:'Bonnie Hunt', born:1961})
CREATE (ReginaK:Person {
name:'Regina King', born:1971})
CREATE (JonathanL:Person {
name:'Jonathan Lipnicki', born:1996})
CREATE (CameronC:Person {
name:'Cameron Crowe', born:1957})
CREATE
(TomC)-[:ACTED_IN {
roles:['Jerry Maguire']}]->(JerryMaguire),
(CubaG)-[:ACTED_IN {
roles:['Rod Tidwell']}]->(JerryMaguire),
(ReneeZ)-[:ACTED_IN {
roles:['Dorothy Boyd']}]->(JerryMaguire),
(KellyP)-[:ACTED_IN {
roles:['Avery Bishop']}]->(JerryMaguire),
(JerryO)-[:ACTED_IN {
roles:['Frank Cushman']}]->(JerryMaguire),
(JayM)-[:ACTED_IN {
roles:['Bob Sugar']}]->(JerryMaguire),
(BonnieH)-[:ACTED_IN {
roles:['Laurel Boyd']}]->(JerryMaguire),
(ReginaK)-[:ACTED_IN {
roles:['Marcee Tidwell']}]->(JerryMaguire),
(JonathanL)-[:ACTED_IN {
roles:['Ray Boyd']}]->(JerryMaguire),
(CameronC)-[:DIRECTED]->(JerryMaguire),
(CameronC)-[:PRODUCED]->(JerryMaguire),
(CameronC)-[:WROTE]->(JerryMaguire)
CREATE (StandByMe:Movie {
title:"Stand By Me", released:1986, tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of."})
CREATE (RiverP:Person {
name:'River Phoenix', born:1970})
CREATE (CoreyF:Person {
name:'Corey Feldman', born:1971})
CREATE (WilW:Person {
name:'Wil Wheaton', born:1972})
CREATE (JohnC:Person {
name:'John Cusack', born:1966})
CREATE (MarshallB:Person {
name:'Marshall Bell', born:1942})
CREATE
(WilW)-[:ACTED_IN {
roles:['Gordie Lachance']}]->(StandByMe),
(RiverP)-[:ACTED_IN {
roles:['Chris Chambers']}]->(StandByMe),
(JerryO)-[:ACTED_IN {
roles:['Vern Tessio']}]->(StandByMe),
(CoreyF)-[:ACTED_IN {
roles:['Teddy Duchamp']}]->(StandByMe),
(JohnC)-[:ACTED_IN {
roles:['Denny Lachance']}]->(StandByMe),
(KieferS)-[:ACTED_IN {
roles:['Ace Merrill']}]->(StandByMe),
(MarshallB)-[:ACTED_IN {
roles:['Mr. Lachance']}]->(StandByMe),
(RobR)-[:DIRECTED]->(StandByMe)
CREATE (AsGoodAsItGets:Movie {
title:'As Good as It Gets', released:1997, tagline:'A comedy from the heart that goes for the throat.'})
CREATE (HelenH:Person {
name:'Helen Hunt', born:1963})
CREATE (GregK:Person {
name:'Greg Kinnear', born:1963})
CREATE (JamesB:Person {
name:'James L. Brooks', born:1940})
CREATE
(JackN)-[:ACTED_IN {
roles:['Melvin Udall']}]->(AsGoodAsItGets),
(HelenH)-[:ACTED_IN {
roles:['Carol Connelly']}]->(AsGoodAsItGets),
(GregK)-[:ACTED_IN {
roles:['Simon Bishop']}]->(AsGoodAsItGets),
(CubaG)-[:ACTED_IN {
roles:['Frank Sachs']}]->(AsGoodAsItGets),
(JamesB)-[:DIRECTED]->(AsGoodAsItGets)
CREATE (WhatDreamsMayCome:Movie {
title:'What Dreams May Come', released:1998, tagline:'After life there is more. The end is just the beginning.'})
CREATE (AnnabellaS:Person {
name:'Annabella Sciorra', born:1960})
CREATE (MaxS:Person {
name:'Max von Sydow', born:1929})
CREATE (WernerH:Person {
name:'Werner Herzog', born:1942})
CREATE (Robin:Person {
name:'Robin Williams', born:1951})
CREATE (VincentW:Person {
name:'Vincent Ward', born:1956})
CREATE
(Robin)-[:ACTED_IN {
roles:['Chris Nielsen']}]->(WhatDreamsMayCome),
(CubaG)-[:ACTED_IN {
roles:['Albert Lewis']}]->(WhatDreamsMayCome),
(AnnabellaS)-[:ACTED_IN {
roles:['Annie Collins-Nielsen']}]->(WhatDreamsMayCome),
(MaxS)-[:ACTED_IN {
roles:['The Tracker']}]->(WhatDreamsMayCome),
(WernerH)-[:ACTED_IN {
roles:['The Face']}]->(WhatDreamsMayCome),
(VincentW)-[:DIRECTED]->(WhatDreamsMayCome)
CREATE (SnowFallingonCedars:Movie {
title:'Snow Falling on Cedars', released:1999, tagline:'First loves last. Forever.'})
CREATE (EthanH:Person {
name:'Ethan Hawke', born:1970})
CREATE (RickY:Person {
name:'Rick Yune', born:1971})
CREATE (JamesC:Person {
name:'James Cromwell', born:1940})
CREATE (ScottH:Person {
name:'Scott Hicks', born:1953})
CREATE
(EthanH)-[:ACTED_IN {
roles:['Ishmael Chambers']}]->(SnowFallingonCedars),
(RickY)-[:ACTED_IN {
roles:['Kazuo Miyamoto']}]->(SnowFallingonCedars),
(MaxS)-[:ACTED_IN {
roles:['Nels Gudmundsson']}]->(SnowFallingonCedars),
(JamesC)-[:ACTED_IN {
roles:['Judge Fielding']}]->(SnowFallingonCedars),
(ScottH)-[:DIRECTED]->(SnowFallingonCedars)
CREATE (YouveGotMail:Movie {
title:"You've Got Mail", released:1998, tagline:'At odds in life... in love on-line.'})
CREATE (ParkerP:Person {
name:'Parker Posey', born:1968})
CREATE (DaveC:Person {
name:'Dave Chappelle', born:1973})
CREATE (SteveZ:Person {
name:'Steve Zahn', born:1967})
CREATE (TomH:Person {
name:'Tom Hanks', born:1956})
CREATE (NoraE:Person {
name:'Nora Ephron', born:1941})
CREATE
(TomH)-[:ACTED_IN {
roles:['Joe Fox']}]->(YouveGotMail),
(MegR)-[:ACTED_IN {
roles:['Kathleen Kelly']}]->(YouveGotMail),
(GregK)-[:ACTED_IN {
roles:['Frank Navasky']}]->(YouveGotMail),
(ParkerP)-[:ACTED_IN {
roles:['Patricia Eden']}]->(YouveGotMail),
(DaveC)-[:ACTED_IN {
roles:['Kevin Jackson']}]->(YouveGotMail),
(SteveZ)-[:ACTED_IN {
roles:['George Pappas']}]->(YouveGotMail),
(NoraE)-[:DIRECTED]->(YouveGotMail)
CREATE (SleeplessInSeattle:Movie {
title:'Sleepless in Seattle', released:1993, tagline:'What if someone you never met, someone you never saw, someone you never knew was the only someone for you?'})
CREATE (RitaW:Person {
name:'Rita Wilson', born:1956})
CREATE (BillPull:Person {
name:'Bill Pullman', born:1953})
CREATE (VictorG:Person {
name:'Victor Garber', born:1949})
CREATE (RosieO:Person {
name:"Rosie O'Donnell", born:1962})
CREATE
(TomH)-[:ACTED_IN {
roles:['Sam Baldwin']}]->(SleeplessInSeattle),
(MegR)-[:ACTED_IN {
roles:['Annie Reed']}]->(SleeplessInSeattle),
(RitaW)-[:ACTED_IN {
roles:['Suzy']}]->(SleeplessInSeattle),
(BillPull)-[:ACTED_IN {
roles:['Walter']}]->(SleeplessInSeattle),
(VictorG)-[:ACTED_IN {
roles:['Greg']}]->(SleeplessInSeattle),
(RosieO)-[:ACTED_IN {
roles:['Becky']}]->(SleeplessInSeattle),
(NoraE)-[:DIRECTED]->(SleeplessInSeattle)
CREATE (JoeVersustheVolcano:Movie {
title:'Joe Versus the Volcano', released:1990, tagline:'A story of love, lava and burning desire.'})
CREATE (JohnS:Person {
name:'John Patrick Stanley', born:1950})
CREATE (Nathan:Person {
name:'Nathan Lane', born:1956})
CREATE
(TomH)-[:ACTED_IN {
roles:['Joe Banks']}]->(JoeVersustheVolcano),
(MegR)-[:ACTED_IN {
roles:['DeDe', 'Angelica Graynamore', 'Patricia Graynamore']}]->(JoeVersustheVolcano),
(Nathan)-[:ACTED_IN {
roles:['Baw']}]->(JoeVersustheVolcano),
(JohnS)-[:DIRECTED]->(JoeVersustheVolcano)
CREATE (WhenHarryMetSally:Movie {
title:'When Harry Met Sally', released:1998, tagline:'At odds in life... in love on-line.'})
CREATE (BillyC:Person {
name:'Billy Crystal', born:1948})
CREATE (CarrieF:Person {
name:'Carrie Fisher', born:1956})
CREATE (BrunoK:Person {
name:'Bruno Kirby', born:1949})
CREATE
(BillyC)-[:ACTED_IN {
roles:['Harry Burns']}]->(WhenHarryMetSally),
(MegR)-[:ACTED_IN {
roles:['Sally Albright']}]->(WhenHarryMetSally),
(CarrieF)-[:ACTED_IN {
roles:['Marie']}]->(WhenHarryMetSally),
(BrunoK)-[:ACTED_IN {
roles:['Jess']}]->(WhenHarryMetSally),
(RobR)-[:DIRECTED]->(WhenHarryMetSally),
(RobR)-[:PRODUCED]->(WhenHarryMetSally),
(NoraE)-[:PRODUCED]->(WhenHarryMetSally),
(NoraE)-[:WROTE]->(WhenHarryMetSally)
CREATE (ThatThingYouDo:Movie {
title:'That Thing You Do', released:1996, tagline:'In every life there comes a time when that thing you dream becomes that thing you do'})
CREATE (LivT:Person {
name:'Liv Tyler', born:1977})
CREATE
(TomH)-[:ACTED_IN {
roles:['Mr. White']}]->(ThatThingYouDo),
(LivT)-[:ACTED_IN {
roles:['Faye Dolan']}]->(ThatThingYouDo),
(Charlize)-[:ACTED_IN {
roles:['Tina']}]->(ThatThingYouDo),
(TomH)-[:DIRECTED]->(ThatThingYouDo)
CREATE (TheReplacements:Movie {
title:'The Replacements', released:2000, tagline:'Pain heals, Chicks dig scars... Glory lasts forever'})
CREATE (Brooke:Person {
name:'Brooke Langton', born:1970})
CREATE (Gene:Person {
name:'Gene Hackman', born:1930})
CREATE (Orlando:Person {
name:'Orlando Jones', born:1968})
CREATE (Howard:Person {
name:'Howard Deutch', born:1950})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Shane Falco']}]->(TheReplacements),
(Brooke)-[:ACTED_IN {
roles:['Annabelle Farrell']}]->(TheReplacements),
(Gene)-[:ACTED_IN {
roles:['Jimmy McGinty']}]->(TheReplacements),
(Orlando)-[:ACTED_IN {
roles:['Clifford Franklin']}]->(TheReplacements),
(Howard)-[:DIRECTED]->(TheReplacements)
CREATE (RescueDawn:Movie {
title:'RescueDawn', released:2006, tagline:"Based on the extraordinary true story of one man's fight for freedom"})
CREATE (ChristianB:Person {
name:'Christian Bale', born:1974})
CREATE (ZachG:Person {
name:'Zach Grenier', born:1954})
CREATE
(MarshallB)-[:ACTED_IN {
roles:['Admiral']}]->(RescueDawn),
(ChristianB)-[:ACTED_IN {
roles:['Dieter Dengler']}]->(RescueDawn),
(ZachG)-[:ACTED_IN {
roles:['Squad Leader']}]->(RescueDawn),
(SteveZ)-[:ACTED_IN {
roles:['Duane']}]->(RescueDawn),
(WernerH)-[:DIRECTED]->(RescueDawn)
CREATE (TheBirdcage:Movie {
title:'The Birdcage', released:1996, tagline:'Come as you are'})
CREATE (MikeN:Person {
name:'Mike Nichols', born:1931})
CREATE
(Robin)-[:ACTED_IN {
roles:['Armand Goldman']}]->(TheBirdcage),
(Nathan)-[:ACTED_IN {
roles:['Albert Goldman']}]->(TheBirdcage),
(Gene)-[:ACTED_IN {
roles:['Sen. Kevin Keeley']}]->(TheBirdcage),
(MikeN)-[:DIRECTED]->(TheBirdcage)
CREATE (Unforgiven:Movie {
title:'Unforgiven', released:1992, tagline:"It's a hell of a thing, killing a man"})
CREATE (RichardH:Person {
name:'Richard Harris', born:1930})
CREATE (ClintE:Person {
name:'Clint Eastwood', born:1930})
CREATE
(RichardH)-[:ACTED_IN {
roles:['English Bob']}]->(Unforgiven),
(ClintE)-[:ACTED_IN {
roles:['Bill Munny']}]->(Unforgiven),
(Gene)-[:ACTED_IN {
roles:['Little Bill Daggett']}]->(Unforgiven),
(ClintE)-[:DIRECTED]->(Unforgiven)
CREATE (JohnnyMnemonic:Movie {
title:'Johnny Mnemonic', released:1995, tagline:'The hottest data on earth. In the coolest head in town'})
CREATE (Takeshi:Person {
name:'Takeshi Kitano', born:1947})
CREATE (Dina:Person {
name:'Dina Meyer', born:1968})
CREATE (IceT:Person {
name:'Ice-T', born:1958})
CREATE (RobertL:Person {
name:'Robert Longo', born:1953})
CREATE
(Keanu)-[:ACTED_IN {
roles:['Johnny Mnemonic']}]->(JohnnyMnemonic),
(Takeshi)-[:ACTED_IN {
roles:['Takahashi']}]->(JohnnyMnemonic),
(Dina)-[:ACTED_IN {
roles:['Jane']}]->(JohnnyMnemonic),
(IceT)-[:ACTED_IN {
roles:['J-Bone']}]->(JohnnyMnemonic),
(RobertL)-[:DIRECTED]->(JohnnyMnemonic)
CREATE (CloudAtlas:Movie {
title:'Cloud Atlas', released:2012, tagline:'Everything is connected'})
CREATE (HalleB:Person {
name:'Halle Berry', born:1966})
CREATE (JimB:Person {
name:'Jim Broadbent', born:1949})
CREATE (TomT:Person {
name:'Tom Tykwer', born:1965})
CREATE (DavidMitchell:Person {
name:'David Mitchell', born:1969})
CREATE (StefanArndt:Person {
name:'Stefan Arndt', born:1961})
CREATE
(TomH)-[:ACTED_IN {
roles:['Zachry', 'Dr. Henry Goose', 'Isaac Sachs', 'Dermot Hoggins']}]->(CloudAtlas),
(Hugo)-[:ACTED_IN {
roles:['Bill Smoke', 'Haskell Moore', 'Tadeusz Kesselring', 'Nurse Noakes', 'Boardman Mephi', 'Old Georgie']}]->(CloudAtlas),
(HalleB)-[:ACTED_IN {
roles:['Luisa Rey', 'Jocasta Ayrs', 'Ovid', 'Meronym']}]->(CloudAtlas),
(JimB)-[:ACTED_IN {
roles:['Vyvyan Ayrs', 'Captain Molyneux', 'Timothy Cavendish']}]->(CloudAtlas),
(TomT)-[:DIRECTED]->(CloudAtlas),
(LillyW)-[:DIRECTED]->(CloudAtlas),
(LanaW)-[:DIRECTED]->(CloudAtlas),
(DavidMitchell)-[:WROTE]->(CloudAtlas),
(StefanArndt)-[:PRODUCED]->(CloudAtlas)
CREATE (TheDaVinciCode:Movie {
title:'The Da Vinci Code', released:2006, tagline:'Break The Codes'})
CREATE (IanM:Person {
name:'Ian McKellen', born:1939})
CREATE (AudreyT:Person {
name:'Audrey Tautou', born:1976})
CREATE (PaulB:Person {
name:'Paul Bettany', born:1971})
CREATE (RonH:Person {
name:'Ron Howard', born:1954})
CREATE
(TomH)-[:ACTED_IN {
roles:['Dr. Robert Langdon']}]->(TheDaVinciCode),
(IanM)-[:ACTED_IN {
roles:['Sir Leight Teabing']}]->(TheDaVinciCode),
(AudreyT)-[:ACTED_IN {
roles:['Sophie Neveu']}]->(TheDaVinciCode),
(PaulB)-[:ACTED_IN {
roles:['Silas']}]->(TheDaVinciCode),
(RonH)-[:DIRECTED]->(TheDaVinciCode)
CREATE (VforVendetta:Movie {
title:'V for Vendetta', released:2006, tagline:'Freedom! Forever!'})
CREATE (NatalieP:Person {
name:'Natalie Portman', born:1981})
CREATE (StephenR:Person {
name:'Stephen Rea', born:1946})
CREATE (JohnH:Person {
name:'John Hurt', born:1940})
CREATE (BenM:Person {
name: 'Ben Miles', born:1967})
CREATE
(Hugo)-[:ACTED_IN {
roles:['V']}]->(VforVendetta),
(NatalieP)-[:ACTED_IN {
roles:['Evey Hammond']}]->(VforVendetta),
(StephenR)-[:ACTED_IN {
roles:['Eric Finch']}]->(VforVendetta),
(JohnH)-[:ACTED_IN {
roles:['High Chancellor Adam Sutler']}]->(VforVendetta),
(BenM)-[:ACTED_IN {
roles:['Dascomb']}]->(VforVendetta),
(JamesM)-[:DIRECTED]->(VforVendetta),
(LillyW)-[:PRODUCED]->(VforVendetta),
(LanaW)-[:PRODUCED]->(VforVendetta),
(JoelS)-[:PRODUCED]->(VforVendetta),
(LillyW)-[:WROTE]->(VforVendetta),
(LanaW)-[:WROTE]->(VforVendetta)
CREATE (SpeedRacer:Movie {
title:'Speed Racer', released:2008, tagline:'Speed has no limits'})
CREATE (EmileH:Person {
name:'Emile Hirsch', born:1985})
CREATE (JohnG:Person {
name:'John Goodman', born:1960})
CREATE (SusanS:Person {
name:'Susan Sarandon', born:1946})
CREATE (MatthewF:Person {
name:'Matthew Fox', born:1966})
CREATE (ChristinaR:Person {
name:'Christina Ricci', born:1980})
CREATE (Rain:Person {
name:'Rain', born:1982})
CREATE
(EmileH)-[:ACTED_IN {
roles:['Speed Racer']}]->(SpeedRacer),
(JohnG)-[:ACTED_IN {
roles:['Pops']}]->(SpeedRacer),
(SusanS)-[:ACTED_IN {
roles:['Mom']}]->(SpeedRacer),
(MatthewF)-[:ACTED_IN {
roles:['Racer X']}]->(SpeedRacer),
(ChristinaR)-[:ACTED_IN {
roles:['Trixie']}]->(SpeedRacer),
(Rain)-[:ACTED_IN {
roles:['Taejo Togokahn']}]->(SpeedRacer),
(BenM)-[:ACTED_IN {
roles:['Cass Jones']}]->(SpeedRacer),
(LillyW)-[:DIRECTED]->(SpeedRacer),
(LanaW)-[:DIRECTED]->(SpeedRacer),
(LillyW)-[:WROTE]->(SpeedRacer),
(LanaW)-[:WROTE]->(SpeedRacer),
(JoelS)-[:PRODUCED]->(SpeedRacer)
CREATE (NinjaAssassin:Movie {
title:'Ninja Assassin', released:2009, tagline:'Prepare to enter a secret world of assassins'})
CREATE (NaomieH:Person {
name:'Naomie Harris'})
CREATE
(Rain)-[:ACTED_IN {
roles:['Raizo']}]->(NinjaAssassin),
(NaomieH)-[:ACTED_IN {
roles:['Mika Coretti']}]->(NinjaAssassin),
(RickY)-[:ACTED_IN {
roles:['Takeshi']}]->(NinjaAssassin),
(BenM)-[:ACTED_IN {
roles:['Ryan Maslow']}]->(NinjaAssassin),
(JamesM)-[:DIRECTED]->(NinjaAssassin),
(LillyW)-[:PRODUCED]->(NinjaAssassin),
(LanaW)-[:PRODUCED]->(NinjaAssassin),
(JoelS)-[:PRODUCED]->(NinjaAssassin)
CREATE (TheGreenMile:Movie {
title:'The Green Mile', released:1999, tagline:"Walk a mile you'll never forget."})
CREATE (MichaelD:Person {
name:'Michael Clarke Duncan', born:1957})
CREATE (DavidM:Person {
name:'David Morse', born:1953})
CREATE (SamR:Person {
name:'Sam Rockwell', born:1968})
CREATE (GaryS:Person {
name:'Gary Sinise', born:1955})
CREATE (PatriciaC:Person {
name:'Patricia Clarkson', born:1959})
CREATE (FrankD:Person {
name:'Frank Darabont', born:1959})
CREATE
(TomH)-[:ACTED_IN {
roles:['Paul Edgecomb']}]->(TheGreenMile),
(MichaelD)-[:ACTED_IN {
roles:['John Coffey']}]->(TheGreenMile),
(DavidM)-[:ACTED_IN {
roles:['Brutus "Brutal" Howell']}]->(TheGreenMile),
(BonnieH)-[:ACTED_IN {
roles:['Jan Edgecomb']}]->(TheGreenMile),
(JamesC)-[:ACTED_IN {
roles:['Warden Hal Moores']}]->(TheGreenMile),
(SamR)-[:ACTED_IN {
roles:['"Wild Bill" Wharton']}]->(TheGreenMile),
(GaryS)-[:ACTED_IN {
roles:['Burt Hammersmith']}]->(TheGreenMile),
(PatriciaC)-[:ACTED_IN {
roles:['Melinda Moores']}]->(TheGreenMile),
(FrankD)-[:DIRECTED]->(TheGreenMile)
CREATE (FrostNixon:Movie {
title:'Frost/Nixon', released:2008, tagline:'400 million people were waiting for the truth.'})
CREATE (FrankL:Person {
name:'Frank Langella', born:1938})
CREATE (MichaelS:Person {
name:'Michael Sheen', born:1969})
CREATE (OliverP:Person {
name:'Oliver Platt', born:1960})
CREATE
(FrankL)-[:ACTED_IN {
roles:['Richard Nixon']}]->(FrostNixon),
(MichaelS)-[:ACTED_IN {
roles:['David Frost']}]->(FrostNixon),
(KevinB)-[:ACTED_IN {
roles:['Jack Brennan']}]->(FrostNixon),
(OliverP)-[:ACTED_IN {
roles:['Bob Zelnick']}]->(FrostNixon),
(SamR)-[:ACTED_IN {
roles:['James Reston, Jr.']}]->(FrostNixon),
(RonH)-[:DIRECTED]->(FrostNixon)
CREATE (Hoffa:Movie {
title:'Hoffa', released:1992, tagline:"He didn't want law. He wanted justice."})
CREATE (DannyD:Person {
name:'Danny DeVito', born:1944})
CREATE (JohnR:Person {
name:'John C. Reilly', born:1965})
CREATE
(JackN)-[:ACTED_IN {
roles:['Hoffa']}]->(Hoffa),
(DannyD)-[:ACTED_IN {
roles:['Robert "Bobby" Ciaro']}]->(Hoffa),
(JTW)-[:ACTED_IN {
roles:['Frank Fitzsimmons']}]->(Hoffa),
(JohnR)-[:ACTED_IN {
roles:['Peter "Pete" Connelly']}]->(Hoffa),
(DannyD)-[:DIRECTED]->(Hoffa)
CREATE (Apollo13:Movie {
title:'Apollo 13', released:1995, tagline:'Houston, we have a problem.'})
CREATE (EdH:Person {
name:'Ed Harris', born:1950})
CREATE (BillPax:Person {
name:'Bill Paxton', born:1955})
CREATE
(TomH)-[:ACTED_IN {
roles:['Jim Lovell']}]->(Apollo13),
(KevinB)-[:ACTED_IN {
roles:['Jack Swigert']}]->(Apollo13),
(EdH)-[:ACTED_IN {
roles:['Gene Kranz']}]->(Apollo13),
(BillPax)-[:ACTED_IN {
roles:['Fred Haise']}]->(Apollo13),
(GaryS)-[:ACTED_IN {
roles:['Ken Mattingly']}]->(Apollo13),
(RonH)-[:DIRECTED]->(Apollo13)
CREATE (Twister:Movie {
title:'Twister', released:1996, tagline:"Don't Breathe. Don't Look Back."})
CREATE (PhilipH:Person {
name:'Philip Seymour Hoffman', born:1967})
CREATE (JanB:Person {
name:'Jan de Bont', born:1943})
CREATE
(BillPax)-[:ACTED_IN {
roles:['Bill Harding']}]->(Twister),
(HelenH)-[:ACTED_IN {
roles:['Dr. Jo Harding']}]->(Twister),
(ZachG)-[:ACTED_IN {
roles:['Eddie']}]->(Twister),
(PhilipH)-[:ACTED_IN {
roles:['Dustin "Dusty" Davis']}]->(Twister),
(JanB)-[:DIRECTED]->(Twister)
CREATE (CastAway:Movie {
title:'Cast Away', released:2000, tagline:'At the edge of the world, his journey begins.'})
CREATE (RobertZ:Person {
name:'Robert Zemeckis', born:1951})
CREATE
(TomH)-[:ACTED_IN {
roles:['Chuck Noland']}]->(CastAway),
(HelenH)-[:ACTED_IN {
roles:['Kelly Frears']}]->(CastAway),
(RobertZ)-[:DIRECTED]->(CastAway)
CREATE (OneFlewOvertheCuckoosNest:Movie {
title:"One Flew Over the Cuckoo's Nest", released:1975, tagline:"If he's crazy, what does that make you?"})
CREATE (MilosF:Person {
name:'Milos Forman', born:1932})
CREATE
(JackN)-[:ACTED_IN {
roles:['Randle McMurphy']}]->(OneFlewOvertheCuckoosNest),
(DannyD)-[:ACTED_IN {
roles:['Martini']}]->(OneFlewOvertheCuckoosNest),
(MilosF)-[:DIRECTED]->(OneFlewOvertheCuckoosNest)
CREATE (SomethingsGottaGive:Movie {
title:"Something's Gotta Give", released:2003})
CREATE (DianeK:Person {
name:'Diane Keaton', born:1946})
CREATE (NancyM:Person {
name:'Nancy Meyers', born:1949})
CREATE
(JackN)-[:ACTED_IN {
roles:['Harry Sanborn']}]->(SomethingsGottaGive),
(DianeK)-[:ACTED_IN {
roles:['Erica Barry']}]->(SomethingsGottaGive),
(Keanu)-[:ACTED_IN {
roles:['Julian Mercer']}]->(SomethingsGottaGive),
(NancyM)-[:DIRECTED]->(SomethingsGottaGive),
(NancyM)-[:PRODUCED]->(SomethingsGottaGive),
(NancyM)-[:WROTE]->(SomethingsGottaGive)
CREATE (BicentennialMan:Movie {
title:'Bicentennial Man', released:1999, tagline:"One robot's 200 year journey to become an ordinary man."})
CREATE (ChrisC:Person {
name:'Chris Columbus', born:1958})
CREATE
(Robin)-[:ACTED_IN {
roles:['Andrew Marin']}]->(BicentennialMan),
(OliverP)-[:ACTED_IN {
roles:['Rupert Burns']}]->(BicentennialMan),
(ChrisC)-[:DIRECTED]->(BicentennialMan)
CREATE (CharlieWilsonsWar:Movie {
title:"Charlie Wilson's War", released:2007, tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire."})
CREATE (JuliaR:Person {
name:'Julia Roberts', born:1967})
CREATE
(TomH)-[:ACTED_IN {
roles:['Rep. Charlie Wilson']}]->(CharlieWilsonsWar),
(JuliaR)-[:ACTED_IN {
roles:['Joanne Herring']}]->(CharlieWilsonsWar),
(PhilipH)-[:ACTED_IN {
roles:['Gust Avrakotos']}]->(CharlieWilsonsWar),
(MikeN)-[:DIRECTED]->(CharlieWilsonsWar)
CREATE (ThePolarExpress:Movie {
title:'The Polar Express', released:2004, tagline:'This Holiday Season… Believe'})
CREATE
(TomH)-[:ACTED_IN {
roles:['Hero Boy', 'Father', 'Conductor', 'Hobo', 'Scrooge', 'Santa Claus']}]->(ThePolarExpress),
(RobertZ)-[:DIRECTED]->(ThePolarExpress)
CREATE (ALeagueofTheirOwn:Movie {
title:'A League of Their Own', released:1992, tagline:'Once in a lifetime you get a chance to do something different.'})
CREATE (Madonna:Person {
name:'Madonna', born:1954})
CREATE (GeenaD:Person {
name:'Geena Davis', born:1956})
CREATE (LoriP:Person {
name:'Lori Petty', born:1963})
CREATE (PennyM:Person {
name:'Penny Marshall', born:1943})
CREATE
(TomH)-[:ACTED_IN {
roles:['Jimmy Dugan']}]->(ALeagueofTheirOwn),
(GeenaD)-[:ACTED_IN {
roles:['Dottie Hinson']}]->(ALeagueofTheirOwn),
(LoriP)-[:ACTED_IN {
roles:['Kit Keller']}]->(ALeagueofTheirOwn),
(RosieO)-[:ACTED_IN {
roles:['Doris Murphy']}]->(ALeagueofTheirOwn),
(Madonna)-[:ACTED_IN {
roles:['"All the Way" Mae Mordabito']}]->(ALeagueofTheirOwn),
(BillPax)-[:ACTED_IN {
roles:['Bob Hinson']}]->(ALeagueofTheirOwn),
(PennyM)-[:DIRECTED]->(ALeagueofTheirOwn)
CREATE (PaulBlythe:Person {
name:'Paul Blythe'})
CREATE (AngelaScope:Person {
name:'Angela Scope'})
CREATE (JessicaThompson:Person {
name:'Jessica Thompson'})
CREATE (JamesThompson:Person {
name:'James Thompson'})
CREATE
(JamesThompson)-[:FOLLOWS]->(JessicaThompson),
(AngelaScope)-[:FOLLOWS]->(JessicaThompson),
(PaulBlythe)-[:FOLLOWS]->(AngelaScope)
CREATE
(JessicaThompson)-[:REVIEWED {
summary:'An amazing journey', rating:95}]->(CloudAtlas),
(JessicaThompson)-[:REVIEWED {
summary:'Silly, but fun', rating:65}]->(TheReplacements),
(JamesThompson)-[:REVIEWED {
summary:'The coolest football movie ever', rating:100}]->(TheReplacements),
(AngelaScope)-[:REVIEWED {
summary:'Pretty funny at times', rating:62}]->(TheReplacements),
(JessicaThompson)-[:REVIEWED {
summary:'Dark, but compelling', rating:85}]->(Unforgiven),
(JessicaThompson)-[:REVIEWED {
summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}]->(TheBirdcage),
(JessicaThompson)-[:REVIEWED {
summary:'A solid romp', rating:68}]->(TheDaVinciCode),
(JamesThompson)-[:REVIEWED {
summary:'Fun, but a little far fetched', rating:65}]->(TheDaVinciCode),
(JessicaThompson)-[:REVIEWED {
summary:'You had me at Jerry', rating:92}]->(JerryMaguire)
WITH TomH as a
MATCH (a)-[:ACTED_IN]->(m)<-[:DIRECTED]-(d) RETURN a,m,d LIMIT 10;
这里数据很多,如下关系图
3.2、Find
- 1、Find the actor named “Tom Hanks”…
MATCH (tom {
name: "Tom Hanks"}) RETURN tom
- 3、Find the movie with title “Cloud Atlas”…
MATCH (cloudAtlas {
title: "Cloud Atlas"}) RETURN cloudAtlas
- 4、Find 10 people…
MATCH (people:Person) RETURN people.name LIMIT 10
- 5、Find movies released in the 1990s…
MATCH (nineties:Movie) WHERE nineties.released >= 1990 AND nineties.released < 2000 RETURN nineties.title
3.3、query
- List all Tom Hanks movies…
MATCH (tom:Person {
name: "Tom Hanks"})-[:ACTED_IN]->(tomHanksMovies) RETURN tom,tomHanksMovies
- Who directed “Cloud Atlas”?
MATCH (cloudAtlas {
title: "Cloud Atlas"})<-[:DIRECTED]-(directors) RETURN directors.name
- Tom Hanks’ co-actors…
MATCH (tom:Person {
name:"Tom Hanks"})-[:ACTED_IN]->(m)<-[:ACTED_IN]-(coActors) RETURN coActors.name
- How people are related to “Cloud Atlas”…
MATCH (people:Person)-[relatedTo]-(:Movie {
title: "Cloud Atlas"}) RETURN people.name, Type(relatedTo), relatedTo
3.4、Solve
- Movies and actors up to 4 “hops” away from Kevin Bacon
MATCH (bacon:Person {
name:"Kevin Bacon"})-[*1..4]-(hollywood)
RETURN DISTINCT hollywood
- Bacon path, the shortest path of any relationships to Meg Ryan
MATCH p=shortestPath(
(bacon:Person {
name:"Kevin Bacon"})-[*]-(meg:Person {
name:"Meg Ryan"})
)
RETURN p
Note you only need to compare property values like this when first creating relationships
3.5、delete
MATCH (n) DETACH DELETE n
3.6、load 加载CSV数据
LOAD CSV WITH HEADERS FROM "http://data.neo4j.com/northwind/products.csv" AS row
CREATE (n:Product)
SET n = row,
n.unitPrice = toFloat(row.unitPrice),
n.unitsInStock = toInteger(row.unitsInStock), n.unitsOnOrder = toInteger(row.unitsOnOrder),
n.reorderLevel = toInteger(row.reorderLevel), n.discontinued = (row.discontinued <> "0")
索引
CREATE INDEX ON :Product(productID)