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docker-compose.yml
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218 lines (205 loc) · 5.82 KB
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version: '3.8'
services:
# ZooKeeper for Kafka
zookeeper:
image: confluentinc/cp-zookeeper:7.3.2
container_name: fraudiq-zookeeper
ports:
- "2181:2181"
environment:
ZOOKEEPER_CLIENT_PORT: 2181
ZOOKEEPER_TICK_TIME: 2000
networks:
- fraudiq-network
# Kafka for data streaming
kafka:
image: confluentinc/cp-kafka:7.3.2
container_name: fraudiq-kafka
depends_on:
- zookeeper
ports:
- "9092:9092"
- "29092:29092"
environment:
KAFKA_BROKER_ID: 1
KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:9092,PLAINTEXT_HOST://localhost:29092
KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT
KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1
KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: 1
KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR: 1
networks:
- fraudiq-network
# Kafka UI for monitoring
kafka-ui:
image: provectuslabs/kafka-ui:latest
container_name: fraudiq-kafka-ui
depends_on:
- kafka
ports:
- "9021:8080"
environment:
KAFKA_CLUSTERS_0_NAME: fraudiq-cluster
KAFKA_CLUSTERS_0_BOOTSTRAPSERVERS: kafka:9092
KAFKA_CLUSTERS_0_ZOOKEEPER: zookeeper:2181
networks:
- fraudiq-network
# Flink JobManager
flink-jobmanager:
image: apache/flink:1.17.0
container_name: fraudiq-flink-jobmanager
ports:
- "8081:8081"
command: jobmanager
environment:
- JOB_MANAGER_RPC_ADDRESS=flink-jobmanager
- |
FLINK_PROPERTIES=
jobmanager.rpc.address: flink-jobmanager
jobmanager.rpc.port: 6123
jobmanager.memory.process.size: 1600m
taskmanager.memory.process.size: 1728m
parallelism.default: 2
volumes:
- ./flink:/opt/flink/usrlib
networks:
- fraudiq-network
# Flink TaskManager
flink-taskmanager:
image: apache/flink:1.17.0
container_name: fraudiq-flink-taskmanager
depends_on:
- flink-jobmanager
command: taskmanager
environment:
- JOB_MANAGER_RPC_ADDRESS=flink-jobmanager
- |
FLINK_PROPERTIES=
jobmanager.rpc.address: flink-jobmanager
taskmanager.numberOfTaskSlots: 2
taskmanager.memory.process.size: 1728m
volumes:
- ./flink:/opt/flink/usrlib
networks:
- fraudiq-network
# Spark Master
spark-master:
image: bitnami/spark:3.4.0
container_name: fraudiq-spark-master
environment:
- SPARK_MODE=master
- SPARK_RPC_AUTHENTICATION_ENABLED=no
- SPARK_RPC_ENCRYPTION_ENABLED=no
- SPARK_LOCAL_STORAGE_ENCRYPTION_ENABLED=no
- SPARK_SSL_ENABLED=no
ports:
- "8090:8080"
- "7077:7077"
volumes:
- ./spark:/opt/bitnami/spark/script
- ./data:/data
networks:
- fraudiq-network
# Spark Worker
spark-worker:
image: bitnami/spark:3.4.0
container_name: fraudiq-spark-worker
depends_on:
- spark-master
environment:
- SPARK_MODE=worker
- SPARK_MASTER_URL=spark://spark-master:7077
- SPARK_WORKER_MEMORY=2G
- SPARK_WORKER_CORES=2
- SPARK_RPC_AUTHENTICATION_ENABLED=no
- SPARK_RPC_ENCRYPTION_ENABLED=no
- SPARK_LOCAL_STORAGE_ENCRYPTION_ENABLED=no
- SPARK_SSL_ENABLED=no
volumes:
- ./data:/data
networks:
- fraudiq-network
# Airflow Webserver
airflow-webserver:
build:
context: .
dockerfile: Dockerfile.airflow
container_name: fraudiq-airflow
depends_on:
- postgres
environment:
- AIRFLOW__CORE__EXECUTOR=LocalExecutor
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow
- AIRFLOW__CORE__FERNET_KEY=${AIRFLOW_FERNET_KEY}
- AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION=True
- AIRFLOW__CORE__LOAD_EXAMPLES=False
- AIRFLOW__API__AUTH_BACKENDS=airflow.api.auth.backend.basic_auth
- _AIRFLOW_DB_UPGRADE=true
- _AIRFLOW_WWW_USER_CREATE=true
- _AIRFLOW_WWW_USER_USERNAME=airflow
- _AIRFLOW_WWW_USER_PASSWORD=airflow
volumes:
- ./airflow/dags:/opt/airflow/dags
- ./airflow/logs:/opt/airflow/logs
- ./airflow/plugins:/opt/airflow/plugins
- ./spark:/opt/airflow/spark
ports:
- "8080:8080"
command: webserver
networks:
- fraudiq-network
# Airflow Scheduler
airflow-scheduler:
build:
context: .
dockerfile: Dockerfile.airflow
container_name: fraudiq-airflow-scheduler
depends_on:
- postgres
environment:
- AIRFLOW__CORE__EXECUTOR=LocalExecutor
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow
- AIRFLOW__CORE__FERNET_KEY=${AIRFLOW_FERNET_KEY}
- AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION=True
- AIRFLOW__CORE__LOAD_EXAMPLES=False
volumes:
- ./airflow/dags:/opt/airflow/dags
- ./airflow/logs:/opt/airflow/logs
- ./airflow/plugins:/opt/airflow/plugins
- ./spark:/opt/airflow/spark
command: scheduler
networks:
- fraudiq-network
# Postgres for Airflow metadata
postgres:
image: postgres:14
container_name: fraudiq-postgres
environment:
- POSTGRES_USER=airflow
- POSTGRES_PASSWORD=airflow
- POSTGRES_DB=airflow
ports:
- "5432:5432"
networks:
- fraudiq-network
# MinIO for S3-compatible storage
minio:
image: minio/minio:RELEASE.2023-08-16T20-17-30Z
container_name: fraudiq-minio
ports:
- "9000:9000"
- "9001:9001"
environment:
MINIO_ROOT_USER: minioadmin
MINIO_ROOT_PASSWORD: minioadmin
command: server /data --console-address ":9001"
volumes:
- minio-data:/data
networks:
- fraudiq-network
networks:
fraudiq-network:
driver: bridge
volumes:
minio-data: