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docker-compose.yml
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264 lines (252 loc) · 8.17 KB
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services:
postgres:
image: postgres:15
container_name: postgres
restart: always
environment:
POSTGRES_USER: "${POSTGRES_USER}"
POSTGRES_PASSWORD: "${POSTGRES_PASSWORD}"
POSTGRES_DB: "${POSTGRES_DB}"
command: >
postgres
-c wal_level=logical
-c max_replication_slots=5
-c max_wal_senders=5
volumes:
- postgres_data:/var/lib/postgresql/data
ports:
- "${POSTGRES_PORT}:5432"
networks:
- data-platform
healthcheck:
test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}"]
interval: 5s
timeout: 5s
retries: 5
db-seeder:
build:
context: ./python_services/db_seeder
container_name: db-seeder
depends_on:
postgres:
condition: service_healthy
environment:
POSTGRES_HOST: postgres
POSTGRES_PORT: "${POSTGRES_PORT}"
POSTGRES_DB: "${POSTGRES_DB}"
POSTGRES_USER: "${POSTGRES_USER}"
POSTGRES_PASSWORD: "${POSTGRES_PASSWORD}"
USERS_CSV: "${USERS_CSV}"
PRODUCTS_CSV: "${PRODUCTS_CSV}"
TRANSACTIONS_CSV: "${TRANSACTIONS_CSV}"
volumes:
- ./python_services/db_seeder/data:/app/data:ro
command: ["python", "insert_data.py"]
networks:
- data-platform
zookeeper:
image: confluentinc/cp-zookeeper:7.5.0
container_name: zookeeper
environment:
ZOOKEEPER_CLIENT_PORT: "${ZOOKEEPER_CLIENT_PORT}"
ZOOKEEPER_TICK_TIME: "${ZOOKEEPER_TICK_TIME}"
networks:
- data-platform
healthcheck:
test: ["CMD-SHELL", "echo ruok | nc localhost ${ZOOKEEPER_CLIENT_PORT}"]
interval: 5s
timeout: 5s
retries: 5
kafka:
image: confluentinc/cp-kafka:7.5.0
container_name: kafka
ports:
- "9092:9092"
depends_on:
zookeeper:
condition: service_healthy
environment:
KAFKA_BROKER_ID: "${KAFKA_BROKER_ID}"
KAFKA_ZOOKEEPER_CONNECT: "${KAFKA_ZOOKEEPER_CONNECT}"
KAFKA_LISTENERS: "${KAFKA_LISTENERS}"
KAFKA_ADVERTISED_LISTENERS: "${KAFKA_ADVERTISED_LISTENERS}"
KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: "${KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR}"
KAFKA_AUTO_CREATE_TOPICS_ENABLE: "${KAFKA_AUTO_CREATE_TOPICS_ENABLE}"
KAFKA_INTER_BROKER_LISTENER_NAME: "${KAFKA_INTER_BROKER_LISTENER_NAME}"
networks:
- data-platform
healthcheck:
test: ["CMD-SHELL", "kafka-topics --bootstrap-server kafka:9092 --list || exit 1"]
interval: 10s
timeout: 10s
retries: 5
schema-registry:
image: confluentinc/cp-schema-registry:7.5.0
container_name: schema-registry
depends_on:
kafka:
condition: service_healthy
ports:
- "8081:8081"
environment:
SCHEMA_REGISTRY_KAFKASTORE_BOOTSTRAP_SERVERS: "${SCHEMA_REGISTRY_KAFKASTORE_BOOTSTRAP_SERVERS}"
SCHEMA_REGISTRY_HOST_NAME: "${SCHEMA_REGISTRY_HOST_NAME}"
SCHEMA_REGISTRY_LISTENERS: "${SCHEMA_REGISTRY_LISTENERS}"
networks:
- data-platform
healthcheck:
test: ["CMD-SHELL", "curl -f http://localhost:8081/subjects || exit 1"]
interval: 10s
timeout: 10s
retries: 5
kafka-connect:
image: debezium/connect:2.5
container_name: kafka-connect
depends_on:
kafka:
condition: service_healthy
schema-registry:
condition: service_healthy
ports:
- "8083:8083"
volumes:
- ./debezium/plugins:/kafka/connect/libs
environment:
BOOTSTRAP_SERVERS: "${BOOTSTRAP_SERVERS}"
GROUP_ID: "${GROUP_ID}"
CONFIG_STORAGE_TOPIC: "${CONFIG_STORAGE_TOPIC}"
OFFSET_STORAGE_TOPIC: "${OFFSET_STORAGE_TOPIC}"
STATUS_STORAGE_TOPIC: "${STATUS_STORAGE_TOPIC}"
CONFIG_STORAGE_REPLICATION_FACTOR: "${CONFIG_STORAGE_REPLICATION_FACTOR}"
OFFSET_STORAGE_REPLICATION_FACTOR: "${OFFSET_STORAGE_REPLICATION_FACTOR}"
STATUS_STORAGE_REPLICATION_FACTOR: "${STATUS_STORAGE_REPLICATION_FACTOR}"
KEY_CONVERTER: "${KEY_CONVERTER}"
VALUE_CONVERTER: "${VALUE_CONVERTER}"
CONNECT_KEY_CONVERTER_SCHEMA_REGISTRY_URL: "${CONNECT_KEY_CONVERTER_SCHEMA_REGISTRY_URL}"
CONNECT_VALUE_CONVERTER_SCHEMA_REGISTRY_URL: "${CONNECT_VALUE_CONVERTER_SCHEMA_REGISTRY_URL}"
KAFKA_CONNECT_PLUGINS_DIR: "${KAFKA_CONNECT_PLUGINS_DIR}"
networks:
- data-platform
healthcheck:
test: ["CMD-SHELL", "curl -f http://localhost:8083/connectors || exit 1"]
interval: 15s
timeout: 10s
retries: 10
start_period: 30s
restart: unless-stopped
connector-register:
image: curlimages/curl:7.85.0
container_name: connector-register
depends_on:
kafka-connect:
condition: service_healthy
entrypoint:
- /bin/sh
- -c
- |
echo "Waiting 30s for Kafka Connect..." && sleep 30 && \
echo "Checking Kafka Connect availability..." && \
curl -f http://kafka-connect:8083/connectors && \
echo "Registering Debezium connector..." && \
curl -X POST http://kafka-connect:8083/connectors \
-H "Content-Type: application/json" \
--data @/register_debezium.json && \
echo "Connector successfully registered" || \
echo "Registration failed or connector already exists"
volumes:
- ./debezium/register_debezium.json:/register_debezium.json:ro
networks:
- data-platform
restart: "no"
kafka-consumer:
build:
context: ./python_services/kafka_consumer
container_name: kafka-consumer
depends_on:
kafka-connect:
condition: service_healthy
schema-registry:
condition: service_healthy
environment:
BOOTSTRAP_SERVERS: "${BOOTSTRAP_SERVERS_CONSUMER}"
SCHEMA_REGISTRY_URL: "${SCHEMA_REGISTRY_URL}"
TOPICS: "${TOPICS}"
GROUP_ID: "${GROUP_ID_CONSUMER}"
volumes:
- ./python_services/kafka_consumer:/app
networks:
- data-platform
command: ["python", "consumer.py"]
restart: on-failure
minio:
image: minio/minio:latest
container_name: minio
ports:
- "9005:9000"
- "9006:9001"
environment:
MINIO_ROOT_USER: "${MINIO_ROOT_USER}"
MINIO_ROOT_PASSWORD: "${MINIO_ROOT_PASSWORD}"
command:
- server
- /data
- --console-address
- ":9001"
volumes:
- minio_data:/data
networks:
- data-platform
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
interval: 10s
timeout: 5s
retries: 5
minio-setup:
image: minio/mc:latest
container_name: minio-setup
depends_on:
minio:
condition: service_healthy
entrypoint: >
/bin/sh -c "
mc alias set local ${SPARK_MINIO_ENDPOINT} ${MINIO_ROOT_USER} ${MINIO_ROOT_PASSWORD} && \
mc mb --ignore-existing local/delta-bucket && \
mc mb --ignore-existing local/delta-checkpoint
"
networks:
- data-platform
spark:
image: bitnami/spark:3.3.3
container_name: spark
user: root
depends_on:
minio:
condition: service_healthy
kafka:
condition: service_healthy
schema-registry:
condition: service_healthy
networks:
- data-platform
volumes:
- ./spark:/opt/spark-apps
command: bash -c "pip install requests && \
/opt/bitnami/spark/bin/spark-submit --master local[*] \
--repositories https://packages.confluent.io/maven/,https://repo1.maven.org/maven2/ \
--packages io.delta:delta-core_2.12:2.2.0,org.apache.spark:spark-sql-kafka-0-10_2.12:3.3.3,org.apache.spark:spark-avro_2.12:3.3.3,za.co.absa:abris_2.12:6.4.0 \
--conf spark.sql.extensions=io.delta.sql.DeltaSparkSessionExtension \
--conf spark.sql.catalog.spark_catalog=org.apache.spark.sql.delta.catalog.DeltaCatalog \
--conf spark.hadoop.fs.s3a.endpoint=${SPARK_MINIO_ENDPOINT} \
--conf spark.hadoop.fs.s3a.access.key=${SPARK_MINIO_ACCESS_KEY} \
--conf spark.hadoop.fs.s3a.secret.key=${SPARK_MINIO_SECRET_KEY} \
--conf spark.hadoop.fs.s3a.path.style.access=${SPARK_MINIO_PATH_STYLE_ACCESS} \
--conf spark.hadoop.fs.s3a.impl=${SPARK_MINIO_IMPL} \
/opt/spark-apps/spark_job.py"
volumes:
postgres_data:
external: false
minio_data:
external: false
networks:
data-platform:
driver: bridge