mirror of
https://github.com/adambard/learnxinyminutes-docs.git
synced 2024-11-23 06:03:07 +03:00
231 lines
5.5 KiB
Markdown
231 lines
5.5 KiB
Markdown
---
|
|
language: cypher
|
|
filename: LearnCypher.cql
|
|
contributors:
|
|
- ["Théo Gauchoux", "https://github.com/TheoGauchoux"]
|
|
---
|
|
|
|
Cypher is Neo4j's query language for easily manipulating graphs.
|
|
It reuses syntax from SQL and mixes it with kind of an ASCII-art to represent graphs.
|
|
This tutorial assumes that you already know graph concepts like nodes and relationships.
|
|
|
|
## Nodes represent a record in a graph
|
|
|
|
`()` is an empty *node*, to indicate that there is a *node*, but it's not relevant for the query.
|
|
|
|
`(n)` is 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/class/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's no datetime properties in Cypher! You can use a String with a specific pattern or a Numeric from a specific date.*
|
|
|
|
`p.name` - you can access a property with the dot style.
|
|
|
|
## Relationships (or Edges) connect two nodes
|
|
|
|
`[:KNOWS]` is a *relationship* with the *label* `KNOWS`. It's a *label* as the node's label. It uses 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]` is structural information to use in a *path* (seen later). Here, `\*..4` says "Match the pattern, with the relationship `k` which can 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`.
|
|
|
|
Commonly used patterns (from Neo4j documentation):
|
|
|
|
```cypher
|
|
// 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
|
|
|
|
```cypher
|
|
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)
|
|
|
|
```cypher
|
|
CREATE (a:Person)-[k:KNOWS]-(b:Person)
|
|
RETURN a,k,b
|
|
```
|
|
|
|
## Match queries
|
|
|
|
Match all nodes
|
|
|
|
```cypher
|
|
MATCH (n)
|
|
RETURN n
|
|
```
|
|
|
|
Match nodes by label
|
|
|
|
```cypher
|
|
MATCH (a:Person)
|
|
RETURN a
|
|
```
|
|
|
|
Match nodes by label and property
|
|
|
|
```cypher
|
|
MATCH (a:Person {name:"Théo Gauchoux"})
|
|
RETURN a
|
|
```
|
|
|
|
Match nodes according to relationships (undirected)
|
|
|
|
```cypher
|
|
MATCH (a)-[:KNOWS]-(b)
|
|
RETURN a,b
|
|
```
|
|
|
|
Match nodes according to relationships (directed)
|
|
|
|
```cypher
|
|
MATCH (a)-[:MANAGES]->(b)
|
|
RETURN a,b
|
|
```
|
|
|
|
Match nodes with a `WHERE` clause
|
|
|
|
```cypher
|
|
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
|
|
|
|
```cypher
|
|
MATCH (a), (b)
|
|
WHERE a.name = "Jacquie" AND b.name = "Michel"
|
|
CREATE (a)-[:KNOWS]-(b)
|
|
```
|
|
|
|
## Update queries
|
|
|
|
Update a specific property of a node
|
|
|
|
```cypher
|
|
MATCH (p:Person)
|
|
WHERE p.name = "Théo Gauchoux"
|
|
SET p.age = 23
|
|
```
|
|
|
|
Replace all properties of a node
|
|
|
|
```cypher
|
|
MATCH (p:Person)
|
|
WHERE p.name = "Théo Gauchoux"
|
|
SET p = {name: "Michel", age: 23}
|
|
```
|
|
|
|
Add new property to a node
|
|
|
|
```cypher
|
|
MATCH (p:Person)
|
|
WHERE p.name = "Théo Gauchoux"
|
|
SET p += {studies: "IT Engineering"}
|
|
```
|
|
|
|
Add a label to a node
|
|
|
|
```cypher
|
|
MATCH (p:Person)
|
|
WHERE p.name = "Théo Gauchoux"
|
|
SET p:Internship
|
|
```
|
|
|
|
## Delete queries
|
|
|
|
Delete a specific node (linked relationships must be deleted before)
|
|
|
|
```cypher
|
|
MATCH (p:Person)-[relationship]-()
|
|
WHERE p.name = "Théo Gauchoux"
|
|
DELETE relationship, p
|
|
```
|
|
|
|
Remove a property in a specific node
|
|
|
|
```cypher
|
|
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
|
|
|
|
```cypher
|
|
MATCH (p:Person)
|
|
WHERE p.name = "Théo Gauchoux"
|
|
DELETE p:Person
|
|
```
|
|
|
|
Delete entire database
|
|
|
|
```cypher
|
|
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 its execution plan.
|
|
|
|
`COUNT(e)` - count entities (nodes or relationships) matching `e`.
|
|
|
|
`LIMIT x` - limit the result to the first `x` results.
|
|
|
|
## Special hints
|
|
|
|
- Cypher only has single-line comments, using double-slashes: `// comment`
|
|
- 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.
|
|
- Cypher will be the standard query language for all graph databases (known as [openCypher](https://opencypher.org/)).
|
|
|
|
Read more [here](https://neo4j.com/developer/cypher-query-language/).
|
|
|