mirror of
https://github.com/adambard/learnxinyminutes-docs.git
synced 2024-12-29 02:01:55 +03:00
250 lines
5.6 KiB
Markdown
250 lines
5.6 KiB
Markdown
---
|
||
language: cypher
|
||
filename: LearnCypher.cql
|
||
contributors:
|
||
- ["Théo Gauchoux", "https://github.com/TheoGauchoux"]
|
||
---
|
||
|
||
Cypher is the Neo4j’s query language to manipulate graphs easily. It reuses syntax from SQL and mixes it with kind of ascii-art to represent graphs.
|
||
This tutorial assumes that you already know graph concepts like nodes and relationships.
|
||
|
||
[Read more here.](https://neo4j.com/developer/cypher-query-language/)
|
||
|
||
|
||
Nodes
|
||
---
|
||
|
||
**Represents a record in a graph.**
|
||
|
||
```()```
|
||
It's an empty *node*, to indicate that there is a *node*, but it's not relevant for the query.
|
||
|
||
```(n)```
|
||
It's a *node* referred by the variable **n**, reusable in the query. It begins with lowercase and uses camelCase.
|
||
|
||
```(p:Person)```
|
||
You can add a *label* to your node, here **Person**. It's like a type / a class / a category. It begins with uppercase and uses camelCase.
|
||
|
||
```(p:Person:Manager)```
|
||
A node can have many *labels*.
|
||
|
||
```(p:Person {name : 'Théo Gauchoux', age : 22})```
|
||
A node can have some *properties*, here **name** and **age**. It begins with lowercase and uses camelCase.
|
||
|
||
The types allowed in properties :
|
||
|
||
- Numeric
|
||
- Boolean
|
||
- String
|
||
- List of previous primitive types
|
||
|
||
*Warning : there isn't datetime property in Cypher ! You can use String with a specific pattern or a Numeric from a specific date.*
|
||
|
||
```p.name```
|
||
You can access to a property with the dot style.
|
||
|
||
|
||
Relationships (or Edges)
|
||
---
|
||
|
||
**Connects two nodes**
|
||
|
||
```[:KNOWS]```
|
||
It's a *relationship* with the *label* **KNOWS**. It's a *label* as the node's label. It begins with uppercase and use UPPER_SNAKE_CASE.
|
||
|
||
```[k:KNOWS]```
|
||
The same *relationship*, referred by the variable **k**, reusable in the query, but it's not necessary.
|
||
|
||
```[k:KNOWS {since:2017}]```
|
||
The same *relationship*, with *properties* (like *node*), here **since**.
|
||
|
||
```[k:KNOWS*..4]```
|
||
It's a structural information to use in a *path* (seen later). Here, **\*..4** says "Match the pattern, with the relationship **k** which be repeated between 1 and 4 times.
|
||
|
||
|
||
Paths
|
||
---
|
||
|
||
**The way to mix nodes and relationships.**
|
||
|
||
```(a:Person)-[:KNOWS]-(b:Person)```
|
||
A path describing that **a** and **b** know each other.
|
||
|
||
```(a:Person)-[:MANAGES]->(b:Person)```
|
||
A path can be directed. This path describes that **a** is the manager of **b**.
|
||
|
||
```(a:Person)-[:KNOWS]-(b:Person)-[:KNOWS]-(c:Person)```
|
||
You can chain multiple relationships. This path describes the friend of a friend.
|
||
|
||
```(a:Person)-[:MANAGES]->(b:Person)-[:MANAGES]->(c:Person)```
|
||
A chain can also be directed. This path describes that **a** is the boss of **b** and the big boss of **c**.
|
||
|
||
Patterns often used (from Neo4j doc) :
|
||
|
||
```
|
||
// Friend-of-a-friend
|
||
(user)-[:KNOWS]-(friend)-[:KNOWS]-(foaf)
|
||
|
||
// Shortest path
|
||
path = shortestPath( (user)-[:KNOWS*..5]-(other) )
|
||
|
||
// Collaborative filtering
|
||
(user)-[:PURCHASED]->(product)<-[:PURCHASED]-()-[:PURCHASED]->(otherProduct)
|
||
|
||
// Tree navigation
|
||
(root)<-[:PARENT*]-(leaf:Category)-[:ITEM]->(data:Product)
|
||
|
||
```
|
||
|
||
|
||
Create queries
|
||
---
|
||
|
||
Create a new node
|
||
```
|
||
CREATE (a:Person {name:"Théo Gauchoux"})
|
||
RETURN a
|
||
```
|
||
*`RETURN` allows to have a result after the query. It can be multiple, as `RETURN a, b`.*
|
||
|
||
Create a new relationship (with 2 new nodes)
|
||
```
|
||
CREATE (a:Person)-[k:KNOWS]-(b:Person)
|
||
RETURN a,k,b
|
||
```
|
||
|
||
Match queries
|
||
---
|
||
|
||
Match all nodes
|
||
```
|
||
MATCH (n)
|
||
RETURN n
|
||
```
|
||
|
||
Match nodes by label
|
||
```
|
||
MATCH (a:Person)
|
||
RETURN a
|
||
```
|
||
|
||
Match nodes by label and property
|
||
```
|
||
MATCH (a:Person {name:"Théo Gauchoux"})
|
||
RETURN a
|
||
```
|
||
|
||
Match nodes according to relationships (undirected)
|
||
```
|
||
MATCH (a)-[:KNOWS]-(b)
|
||
RETURN a,b
|
||
```
|
||
|
||
Match nodes according to relationships (directed)
|
||
```
|
||
MATCH (a)-[:MANAGES]->(b)
|
||
RETURN a,b
|
||
```
|
||
|
||
Match nodes with a `WHERE` clause
|
||
```
|
||
MATCH (p:Person {name:"Théo Gauchoux"})-[s:LIVES_IN]->(city:City)
|
||
WHERE s.since = 2015
|
||
RETURN p,state
|
||
```
|
||
|
||
You can use `MATCH WHERE` clause with `CREATE` clause
|
||
```
|
||
MATCH (a), (b)
|
||
WHERE a.name = "Jacquie" AND b.name = "Michel"
|
||
CREATE (a)-[:KNOWS]-(b)
|
||
```
|
||
|
||
|
||
Update queries
|
||
---
|
||
|
||
Update a specific property of a node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
SET p.age = 23
|
||
```
|
||
|
||
Replace all properties of a node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
SET p = {name: "Michel", age: 23}
|
||
```
|
||
|
||
Add new property to a node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
SET p + = {studies: "IT Engineering"}
|
||
```
|
||
|
||
Add a label to a node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
SET p:Internship
|
||
```
|
||
|
||
|
||
Delete queries
|
||
---
|
||
|
||
Delete a specific node (linked relationships must be deleted before)
|
||
```
|
||
MATCH (p:Person)-[relationship]-()
|
||
WHERE p.name = "Théo Gauchoux"
|
||
DELETE relationship, p
|
||
```
|
||
|
||
Remove a property in a specific node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
REMOVE p.age
|
||
```
|
||
*Pay attention to the `REMOVE`keyword, it's not `DELETE` !*
|
||
|
||
Remove a label from a specific node
|
||
```
|
||
MATCH (p:Person)
|
||
WHERE p.name = "Théo Gauchoux"
|
||
DELETE p:Person
|
||
```
|
||
|
||
Delete entire database
|
||
```
|
||
MATCH (n)
|
||
OPTIONAL MATCH (n)-[r]-()
|
||
DELETE n, r
|
||
```
|
||
*Seriously, it's the `rm -rf /` of Cypher !*
|
||
|
||
|
||
Other useful clauses
|
||
---
|
||
|
||
```PROFILE```
|
||
Before a query, show the execution plan of it.
|
||
|
||
```COUNT(e)```
|
||
Count entities (nodes or relationships) matching **e**.
|
||
|
||
```LIMIT x```
|
||
Limit the result to the x first results.
|
||
|
||
|
||
Special hints
|
||
---
|
||
|
||
- There is just single-line comments in Cypher, with double-slash : // Comments
|
||
- You can execute a Cypher script stored in a **.cql** file directly in Neo4j (it's an import). However, you can't have multiple statements in this file (separated by **;**).
|
||
- Use the Neo4j shell to write Cypher, it's really awesome.
|
||
- The Cypher will be the standard query language for all graph databases (known as **OpenCypher**).
|