CSB425_PySpark_InClass/docker-compose.yaml at main · NSC-BS-CS/CSB425_PySpark_InClass · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
services:

  spark-master:
    image: apache/spark:3.5.3
    hostname: spark-master
    command: /opt/spark/bin/spark-class org.apache.spark.deploy.master.Master
    environment:
      - SPARK_MASTER_HOST=spark-master
      - SPARK_MASTER_PORT=7077
      - SPARK_MASTER_WEBUI_PORT=8080
    ports:
      - "8080:8080"
      - "7077:7077"
    volumes:
      - ./jobs:/opt/spark/jobs
      - ./data:/opt/spark/data

  spark-worker:
    image: apache/spark:3.5.3
    hostname: spark-worker
    command: /opt/spark/bin/spark-class org.apache.spark.deploy.worker.Worker spark://spark-master:7077
    environment:
      - SPARK_WORKER_CORES=2
      - SPARK_WORKER_MEMORY=2g
    depends_on:
      - spark-master
    volumes:
      - ./jobs:/opt/spark/jobs
      - ./data:/opt/spark/data

  spark-submit:
    build: .
    user: root
    environment:
      - HOME=/tmp
    command: >
      /opt/spark/bin/spark-submit
      --master spark://spark-master:7077
      --conf spark.driver.extraJavaOptions=-Duser.home=/tmp
      --packages org.apache.spark:spark-avro_2.12:3.5.0
      /opt/spark/jobs/exercise_solution.py
    depends_on:
      - spark-master
      - spark-worker
    volumes:
      - ./jobs:/opt/spark/jobs
      - ./data:/opt/spark/data