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RedisGraph

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RedisGraph is the first queryable Property Graph database to use sparse matrices to represent the adjacency matrix in graphs and linear algebra to query the graph.

Primary features:

  • Based on the Property Graph Model
  • Nodes (vertices) and Relationships (edges) that may have attributes
  • Nodes that can be labeled
  • Relationships have a relationship type
  • Graphs represented as sparse adjacency matrices
  • Cypher as query language
  • Cypher queries translated into linear algebra expressions

To see RedisGraph in action, visit Demos.

Quickstart

  1. Docker
  2. Build
  3. Start
  4. Use from any client

Docker

To quickly try out RedisGraph, launch an instance using docker:

docker run -p 6379:6379 -it --rm redislabs/redisgraph

Give it a try

After you load RedisGraph, you can interact with it using redis-cli.

Here we'll quickly create a small graph representing a subset of motorcycle riders and teams taking part in the MotoGP league. Once created, we'll start querying our data.

With redis-cli

$ redis-cli
127.0.0.1:6379> GRAPH.QUERY MotoGP "CREATE (:Rider {name:'Valentino Rossi'})-[:rides]->(:Team {name:'Yamaha'}), (:Rider {name:'Dani Pedrosa'})-[:rides]->(:Team {name:'Honda'}), (:Rider {name:'Andrea Dovizioso'})-[:rides]->(:Team {name:'Ducati'})"
1) 1) Labels added: 2
   2) Nodes created: 6
   3) Properties set: 6
   4) Relationships created: 3
   5) "Query internal execution time: 0.399000 milliseconds"

Now that our MotoGP graph is created, we can start asking questions. For example: Who's riding for team Yamaha?

127.0.0.1:6379> GRAPH.QUERY MotoGP "MATCH (r:Rider)-[:rides]->(t:Team) WHERE t.name = 'Yamaha' RETURN r.name, t.name"
1) 1) "r.name"
   2) "t.name"
2) 1) 1) "Valentino Rossi"
      2) "Yamaha"
3) 1) "Query internal execution time: 0.625399 milliseconds"

How many riders represent team Ducati?

127.0.0.1:6379> GRAPH.QUERY MotoGP "MATCH (r:Rider)-[:rides]->(t:Team {name:'Ducati'}) RETURN count(r)"
1) 1) "count(r)"
2) 1) 1) (integer) 1
3) 1) "Query internal execution time: 0.624435 milliseconds"

Building

Requirements:

  • The RedisGraph repository: git clone --recurse-submodules -j8 https://github.com/RedisGraph/RedisGraph.git

  • On Ubuntu Linux, run: apt-get install build-essential cmake m4 automake peg libtool autoconf

  • On OS X, verify that homebrew is installed and run: brew install cmake m4 automake peg libtool autoconf.

    • The version of Clang that ships with the OS X toolchain does not support OpenMP, which is a requirement for RedisGraph. One way to resolve this is to run brew install gcc g++ and follow the on-screen instructions to update the symbolic links. Note that this is a system-wide change - setting the environment variables for CC and CPP will work if that is not an option.

To build, run make in the project's directory.

Congratulations! You can find the compiled binary at: src/redisgraph.so

Loading RedisGraph into Redis

RedisGraph is hosted by Redis, so you'll first have to load it as a Module to a Redis server running Redis v4.0 or above.

We recommend having Redis load RedisGraph during startup by adding the following to your redis.conf file:

loadmodule /path/to/module/src/redisgraph.so

In the line above, replace /path/to/module/src/redisgraph.so with the actual path to RedisGraph's library.

Alternatively, you can have Redis load RedisGraph using this command-line argument syntax:

$ redis-server --loadmodule /path/to/module/src/redisgraph.so

You can also use the MODULE LOAD command. Note, however, that MODULE LOAD is a dangerous command and may be blocked/deprecated in the future due to security considerations.

After you've successfully loaded RedisGraph, your Redis log should have lines similar to:

...
30707:M 20 Jun 02:08:12.314 * Module 'graph' loaded from <redacted>/src/redisgraph.so
...

Using RedisGraph

Before using RedisGraph, you should familiarize yourself with its commands and syntax as detailed in the commands reference.

You can call RedisGraph's commands from any Redis client.

With redis-cli

$ redis-cli
127.0.0.1:6379> GRAPH.QUERY social "CREATE (:person {name: 'roi', age: 33, gender: 'male', status: 'married'})"

With any other client

You can interact with RedisGraph using your client's ability to send raw Redis commands. The exact method for doing that depends on your client of choice.

Python example

This code snippet shows how to use RedisGraph with raw Redis commands from Python using redis-py:

import redis

r = redis.StrictRedis()
reply = r.execute_command('GRAPH.QUERY', 'social', "CREATE (:person {name:'roi', age:33, gender:'male', status:'married'})")

Client libraries

Language-specific clients have been written by the community and the RedisGraph team for 6 languages.

The full list and links can be found on the Clients page.

Mailing List / Forum

Got questions? Feel free to ask at the RedisGraph mailing list.

License

Redis Source Available License Agreement - see LICENSE