Renien / docker-spark-livy

Spark Standalone & Livy

Docker Spark & Livy

Summary

Spark 2.4.7 with Livy 0.7.0

This is a docker image of Apache Spark & Apache Livy

Requirements

Package	Version
python3	3.8.5
docker	20.10.2
docker-compose	1.27.4
spark	2.4.7
Livy	0.7.0
Java	1.8.0_271

How to run

This image can be used to run using the docker-compose file

1. Install docker-compose.
2. Run docker-compose up.

~/projects/personal/docker-spark-livy$ sudo docker-compose up
Creating network "docker-spark-livy_default" with the default driver
Creating spark-master   ... done
Creating spark-worker-1 ... done
Creating livy           ... done
Attaching to spark-master, spark-worker-1, livy

Spark Docker Master/Work Image : Spark Standalone Image

Access the UIs:

1. Spark Master at spark://master:7077 (http://localhost:8080/).
2. Spark Worker at 172.20.0.2:8881 (http://localhost:8081/).
3. Livy UI at 172.20.0.3:8998 (http://localhost:8998/).

Test Spark and Livy using API.

# CREATING A LIVY SESSION
curl -X POST -d '{"kind": "spark","driverMemory":"512M","executorMemory":"512M"}' -H "Content-Type: application/json" http://localhost:8998/sessions/

# SUBMITTING A SIMPLE LOGIC TO TEST SPARK SHELL
curl -X POST -d '{"code": "1 + 1"}' -H "Content-Type: application/json" http://localhost:8998/sessions/0/statements

# SUBMITTING A SPARK CODE
curl -X POST -d '{"code": "val data = Array(1,2,3); sc.parallelize(data).count"}' -H "Content-Type: application/json" http://localhost:8998/sessions/0/statements

Livy UI:

Spark Master UI:

Spark Worker UI:

License

Docker Spark Livy is released under the MIT © Renien.