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x-airflow-common: &airflow-common
build:
context: ./infra/airflow
environment:
&airflow-common-env
AIRFLOW__CORE__EXECUTOR: ${AIRFLOW_EXECUTOR}
AIRFLOW__CORE__AUTH_MANAGER: ${AIRFLOW_AUTH_MANAGER}
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: ${AIRFLOW_DATABASE_SQL_ALCHEMY_CONN}
AIRFLOW__CELERY__RESULT_BACKEND: ${AIRFLOW_CELERY_RESULT_BACKEND}
AIRFLOW__CELERY__BROKER_URL: ${AIRFLOW_CELERY_BROKER_URL}
AIRFLOW__CORE__FERNET_KEY: ${AIRFLOW_FERNET_KEY}
AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: ${AIRFLOW_DAGS_ARE_PAUSED_AT_CREATION}
AIRFLOW__CORE__LOAD_EXAMPLES: ${AIRFLOW_LOAD_EXAMPLES}
AIRFLOW__CORE__EXECUTION_API_SERVER_URL: ${AIRFLOW_EXECUTION_API_SERVER_URL}
AIRFLOW__SCHEDULER__ENABLE_HEALTH_CHECK: ${AIRFLOW_SCHEDULER_ENABLE_HEALTH_CHECK}
AIRFLOW__API_AUTH__JWT_SECRET_KEY: ${AIRFLOW__API_AUTH__JWT_SECRET_KEY}
AIRFLOW__API_AUTH__JWT_SECRET: ${AIRFLOW__API_AUTH__JWT_SECRET_KEY}
AIRFLOW__WEBSERVER__SECRET_KEY: ${AIRFLOW_API_SECRET_KEY}
AIRFLOW_CONFIG: '/opt/airflow/config/airflow.cfg'
MINIO_ROOT_USER: ${MINIO_ROOT_USER}
MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD}
S3_ACCESS_KEY: ${MINIO_ROOT_USER}
S3_SECRET_KEY: ${MINIO_ROOT_PASSWORD}
S3_ENDPOINT: ${S3_ENDPOINT:-minio:9000}
SPARK_HOME: /opt/spark
SPARK_JARS_DIR: /opt/spark/jars
AWS_JAVA_V1_DISABLE_DEPRECATION_ANNOUNCEMENT: "true"
volumes:
- ./infra/airflow/dags:/opt/airflow/dags
- ./infra/airflow/logs:/opt/airflow/logs
- ./infra/airflow/plugins:/opt/airflow/plugins
- ./infra/airflow/processing/spark/jobs:/opt/spark/jobs
- .:/workspace:cached
user: "${AIRFLOW_UID}:0"
depends_on:
redis:
condition: service_started
postgres:
condition: service_started
services:
minio:
build:
context: ./infra/minio
command: server /data --console-address ":9001"
ports:
- "9000:9000"
- "9001:9001"
environment:
MINIO_ROOT_USER: ${MINIO_ROOT_USER}
MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD}
volumes:
- minio-data:/data
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
profiles: [airflow,core]
hive-metastore:
build:
context: ./infra/hive-metastore
environment:
- HIVE_METASTORE_DB_TYPE=${HIVE_METASTORE_DB_TYPE}
- HIVE_METASTORE_DB_HOST=${HIVE_METASTORE_DB_HOST}
- HIVE_METASTORE_DB_NAME=${HIVE_METASTORE_DB_NAME}
- HIVE_METASTORE_DB_USER=${HIVE_METASTORE_DB_USER}
- HIVE_METASTORE_DB_PASS=${HIVE_METASTORE_DB_PASS}
depends_on:
- postgres
ports:
- "9083:9083"
healthcheck:
test: ["CMD", "pidof", "java"]
interval: 10s
timeout: 5s
retries: 10
start_period: 30s
profiles: [core]
trino:
build:
context: ./infra/trino
ports:
- "8080:8080"
volumes:
- ./infra/trino/config:/etc/trino
- trino-data:/var/trino/data
user: "0:0"
depends_on:
- hive-metastore
- minio
- clickhouse
profiles: [core]
postgres:
build:
context: ./infra/postgres
environment:
POSTGRES_USER: ${POSTGRES_USER}
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD}
POSTGRES_DB: ${POSTGRES_DB}
POSTGRES_CDC_USER: ${POSTGRES_CDC_USER:-cdc_reader}
POSTGRES_CDC_PASSWORD: ${POSTGRES_CDC_PASSWORD:-cdc_reader_pwd}
ports:
- "5432:5432"
volumes:
- pg-data:/var/lib/postgresql/data
healthcheck:
test: ["CMD", "pg_isready", "-U", "${POSTGRES_USER}", "-d", "${POSTGRES_DB}"]
interval: 10s
retries: 5
start_period: 5s
profiles: [core,airflow]
debezium:
build:
context: ./infra/debezium
environment:
- BOOTSTRAP_SERVERS=${DEBEZIUM_BOOTSTRAP_SERVERS}
- GROUP_ID=${DEBEZIUM_GROUP_ID}
- CONFIG_STORAGE_TOPIC=${DEBEZIUM_CONFIG_STORAGE_TOPIC}
- OFFSET_STORAGE_TOPIC=${DEBEZIUM_OFFSET_STORAGE_TOPIC}
- STATUS_STORAGE_TOPIC=${DEBEZIUM_STATUS_STORAGE_TOPIC}
- POSTGRES_CDC_USER=${POSTGRES_CDC_USER:-cdc_reader}
- POSTGRES_CDC_PASSWORD=${POSTGRES_CDC_PASSWORD:-cdc_reader_pwd}
depends_on:
- kafka
- postgres
ports:
- "8083:8083"
profiles: [core]
kafka:
build:
context: ./infra/kafka
environment:
KAFKA_CFG_NODE_ID: ${KAFKA_NODE_ID}
KAFKA_CFG_PROCESS_ROLES: ${KAFKA_PROCESS_ROLES}
KAFKA_CFG_CONTROLLER_QUORUM_VOTERS: ${KAFKA_CONTROLLER_QUORUM_VOTERS}
KAFKA_CFG_LISTENERS: ${KAFKA_LISTENERS}
KAFKA_CFG_ADVERTISED_LISTENERS: ${KAFKA_ADVERTISED_LISTENERS}
KAFKA_CFG_CONTROLLER_LISTENER_NAMES: ${KAFKA_CONTROLLER_LISTENER_NAMES}
KAFKA_CFG_AUTO_CREATE_TOPICS_ENABLE: ${KAFKA_AUTO_CREATE_TOPICS_ENABLE}
ports:
- "9092:9092"
volumes:
- kafka-data:/bitnami/kafka
healthcheck:
test: ["CMD", "bash", "-c", "echo > /dev/tcp/localhost/9092"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
deploy:
resources:
limits:
cpus: '1.00'
memory: 1024M
reservations:
cpus: '0.50'
memory: 512M
profiles: [core]
schema-registry:
build:
context: ./infra/schema-registry
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}
depends_on:
- kafka
ports:
- "8081:8081"
profiles: [core]
data-generator:
build:
context: ./infra/data-generator
environment:
KAFKA_BOOTSTRAP: ${KAFKA_BOOTSTRAP:-kafka:9092}
SCHEMA_REGISTRY_URL: ${SCHEMA_REGISTRY_URL:-http://schema-registry:8081}
PG_DSN: ${PG_DSN:-host=postgres port=5432 dbname=demo user=admin password=admin}
RATE_MPS: ${DATA_GEN_RATE_MPS:-40}
SEED_USERS: ${DATA_GEN_SEED_USERS:-500}
SEED_PRODUCTS: ${DATA_GEN_SEED_PRODUCTS:-200}
SEED_WAREHOUSES: ${DATA_GEN_SEED_WAREHOUSES:-5}
SEED_SUPPLIERS: ${DATA_GEN_SEED_SUPPLIERS:-20}
P_CUSTOMER_INTERACTION: ${DATA_GEN_P_CUSTOMER_INTERACTION:-0.8}
P_INVENTORY_EVENT: ${DATA_GEN_P_INVENTORY_EVENT:-0.3}
TOPIC_ORDERS: ${DATA_GEN_TOPIC_ORDERS:-orders.v1}
TOPIC_PAYMENTS: ${DATA_GEN_TOPIC_PAYMENTS:-payments.v1}
TOPIC_SHIPMENTS: ${DATA_GEN_TOPIC_SHIPMENTS:-shipments.v1}
TOPIC_INVENTORY_CHANGES: ${DATA_GEN_TOPIC_INVENTORY_CHANGES:-inventory-changes.v1}
TOPIC_CUSTOMER_INTERACTIONS: ${DATA_GEN_TOPIC_CUSTOMER_INTERACTIONS:-customer-interactions.v1}
#depends_on:
# postgres:
# condition: service_healthy
# kafka:
# condition: service_healthy
# schema-registry:
# condition: service_started
healthcheck:
test: ["CMD", "python", "-c", "import psycopg2, os; from confluent_kafka.schema_registry import SchemaRegistryClient; pg_dsn = os.getenv('PG_DSN', 'host=postgres port=5432 dbname=demo user=admin password=admin'); sr_url = os.getenv('SCHEMA_REGISTRY_URL', 'http://schema-registry:8081'); conn = psycopg2.connect(pg_dsn); conn.close(); sr = SchemaRegistryClient({'url': sr_url}); sr.get_subjects(); print('Dependencies healthy')"]
interval: 30s
timeout: 10s
retries: 3
start_period: 90s
restart: unless-stopped
deploy:
resources:
limits:
cpus: '0.50'
memory: 512M
reservations:
cpus: '0.25'
memory: 256M
profiles: [datagen]
kafka-ui:
build:
context: ./infra/kafka-ui
environment:
KAFKA_CLUSTERS_0_NAME: ${KAFKA_UI_CLUSTERS_0_NAME}
KAFKA_CLUSTERS_0_BOOTSTRAP_SERVERS: ${KAFKA_UI_CLUSTERS_0_BOOTSTRAP_SERVERS}
KAFKA_CLUSTERS_0_SCHEMA_REGISTRY: ${KAFKA_UI_CLUSTERS_0_SCHEMA_REGISTRY}
depends_on:
- kafka
- schema-registry
ports:
- "8082:8080"
profiles: [core]
spark-master:
build:
context: ./infra/spark
environment:
- SPARK_MODE=${SPARK_MASTER_MODE}
- SPARK_MASTER_HOST=spark-master
- SPARK_PUBLIC_DNS=localhost
- AWS_REGION=us-east-1
- AWS_DEFAULT_REGION=us-east-1
- AWS_ACCESS_KEY_ID=${MINIO_ROOT_USER}
- AWS_SECRET_ACCESS_KEY=${MINIO_ROOT_PASSWORD}
- AWS_JAVA_V1_DISABLE_DEPRECATION_ANNOUNCEMENT=true
ports:
- "7077:7077"
- "8088:8080"
- "4040:4040"
extra_hosts:
- "localhost:host-gateway"
volumes:
- ./infra/airflow/processing/spark/jobs:/opt/spark/jobs
healthcheck:
test: ["CMD", "pidof", "java"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
deploy:
resources:
limits:
cpus: '1.00'
memory: 1024M
reservations:
cpus: '0.50'
memory: 512M
depends_on:
minio:
condition: service_healthy
hive-metastore:
condition: service_healthy
kafka:
condition: service_healthy
profiles: [core]
spark-worker-1:
build:
context: ./infra/spark
environment:
- SPARK_MODE=${SPARK_WORKER_MODE}
- SPARK_MASTER_URL=${SPARK_MASTER_URL}
- SPARK_PUBLIC_DNS=localhost
- SPARK_WORKER_WEBUI_PORT=8091
- AWS_REGION=us-east-1
- AWS_DEFAULT_REGION=us-east-1
- AWS_ACCESS_KEY_ID=${MINIO_ROOT_USER}
- AWS_SECRET_ACCESS_KEY=${MINIO_ROOT_PASSWORD}
- AWS_JAVA_V1_DISABLE_DEPRECATION_ANNOUNCEMENT=true
ports:
- "8091:8091"
extra_hosts:
- "localhost:host-gateway"
volumes:
- ./infra/airflow/processing/spark/jobs:/opt/spark/jobs
healthcheck:
test: ["CMD", "curl", "-f", "http://spark-master:8080"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
deploy:
resources:
limits:
cpus: '1.00'
memory: 2048M
reservations:
cpus: '0.50'
memory: 1024M
depends_on:
spark-master:
condition: service_healthy
profiles: [core]
spark-worker-2:
build:
context: ./infra/spark
environment:
- SPARK_MODE=${SPARK_WORKER_MODE}
- SPARK_MASTER_URL=${SPARK_MASTER_URL}
- SPARK_PUBLIC_DNS=localhost
- SPARK_WORKER_WEBUI_PORT=8092
- AWS_REGION=us-east-1
- AWS_DEFAULT_REGION=us-east-1
- AWS_ACCESS_KEY_ID=${MINIO_ROOT_USER}
- AWS_SECRET_ACCESS_KEY=${MINIO_ROOT_PASSWORD}
- AWS_JAVA_V1_DISABLE_DEPRECATION_ANNOUNCEMENT=true
ports:
- "8092:8092"
extra_hosts:
- "localhost:host-gateway"
volumes:
- ./infra/airflow/processing/spark/jobs:/opt/spark/jobs
healthcheck:
test: ["CMD", "curl", "-f", "http://spark-master:8080"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
deploy:
resources:
limits:
cpus: '1.00'
memory: 2048M
reservations:
cpus: '0.50'
memory: 1024M
depends_on:
spark-master:
condition: service_healthy
profiles: [core]
redis:
build:
context: ./infra/redis
expose:
- 6379
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 10s
timeout: 30s
retries: 50
start_period: 30s
profiles: [core,airflow]
clickhouse:
build:
context: ./infra/clickhouse
ports:
- "8123:8123"
- "9002:9000"
volumes:
- clickhouse-data:/var/lib/clickhouse
- ./infra/clickhouse/config.xml:/etc/clickhouse-server/config.xml
- ./infra/clickhouse/users.xml:/etc/clickhouse-server/users.xml
environment:
- CLICKHOUSE_USER=${CLICKHOUSE_USER}
- CLICKHOUSE_PASSWORD=${CLICKHOUSE_PASSWORD}
- CLICKHOUSE_DB=${CLICKHOUSE_DB}
healthcheck:
test: ["CMD", "wget", "--no-verbose", "--tries=1", "--spider", "http://localhost:8123/ping"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
profiles: [core]
airflow-apiserver:
<<: *airflow-common
command: api-server
ports:
- "8085:8080"
healthcheck:
test: ["CMD", "curl", "--fail", "http://localhost:8080/api/v2/version"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
depends_on:
redis:
condition: service_healthy
postgres:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
profiles: [airflow]
airflow-scheduler:
<<: *airflow-common
command: scheduler
healthcheck:
test: ["CMD", "curl", "--fail", "http://localhost:8974/health"]
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
deploy:
resources:
limits:
cpus: '1.00'
memory: 1024M
reservations:
cpus: '0.50'
memory: 512M
depends_on:
redis:
condition: service_healthy
postgres:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
profiles: [airflow]
airflow-worker:
<<: *airflow-common
command: celery worker
environment:
<<: *airflow-common-env
DUMB_INIT_SETSID: "0"
healthcheck:
test:
- "CMD-SHELL"
- 'celery --app airflow.providers.celery.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}" || celery --app airflow.executors.celery_executor.app inspect ping -d "celery@$${HOSTNAME}"'
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
deploy:
resources:
limits:
cpus: '1.00'
memory: 2048M
reservations:
cpus: '0.75'
memory: 1024M
depends_on:
airflow-apiserver:
condition: service_healthy
redis:
condition: service_healthy
postgres:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
profiles: [airflow]
airflow-triggerer:
<<: *airflow-common
command: triggerer
healthcheck:
test: ["CMD-SHELL", 'airflow jobs check --job-type TriggererJob --hostname "$${HOSTNAME}"']
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
deploy:
resources:
limits:
cpus: '1.00'
memory: 1024M
reservations:
cpus: '0.50'
memory: 512M
depends_on:
redis:
condition: service_healthy
postgres:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
profiles: [airflow]
airflow-dag-processor:
<<: *airflow-common
command: dag-processor
healthcheck:
test: ["CMD-SHELL", 'airflow jobs check --job-type DagProcessorJob --hostname "$${HOSTNAME}"']
interval: 30s
timeout: 10s
retries: 5
start_period: 30s
restart: always
deploy:
resources:
limits:
cpus: '1.00'
memory: 1024M
reservations:
cpus: '0.50'
memory: 512M
depends_on:
redis:
condition: service_healthy
postgres:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
profiles: [airflow]
airflow-init:
<<: *airflow-common
entrypoint: /bin/bash
command:
- -c
- |
if [[ -z "${AIRFLOW_UID}" ]]; then
export AIRFLOW_UID=$(id -u)
fi
mkdir -p /opt/airflow/{logs,dags,plugins}
chown -R "${AIRFLOW_UID}:0" /opt/airflow/
airflow db migrate
airflow users create --username ${AIRFLOW_ADMIN_USERNAME} --password ${AIRFLOW_ADMIN_PASSWORD} --firstname ${AIRFLOW_ADMIN_FIRSTNAME} --lastname ${AIRFLOW_ADMIN_LASTNAME} --role Admin --email ${AIRFLOW_ADMIN_EMAIL}
airflow connections delete spark_default || true
airflow connections add spark_default \
--conn-type spark \
--conn-host spark://spark-master \
--conn-port 7077 \
--conn-extra '{"master":"spark://spark-master:7077","deploy_mode":"client","spark_binary":"/opt/spark/bin/spark-submit","conf":{},"env_vars":{}}'
environment:
<<: *airflow-common-env
user: "0:0"
depends_on:
redis:
condition: service_healthy
postgres:
condition: service_healthy
profiles: [airflow]
superset:
build:
context: ./infra/superset
environment:
- SUPERSET_SECRET_KEY=${SUPERSET_SECRET_KEY}
- SUPERSET_ADMIN_USERNAME=${SUPERSET_ADMIN_USERNAME}
- SUPERSET_ADMIN_PASSWORD=${SUPERSET_ADMIN_PASSWORD}
- SUPERSET_ADMIN_FIRSTNAME=${SUPERSET_ADMIN_FIRSTNAME}
- SUPERSET_ADMIN_LASTNAME=${SUPERSET_ADMIN_LASTNAME}
- SUPERSET_ADMIN_EMAIL=${SUPERSET_ADMIN_EMAIL}
entrypoint: ["/app/pythonpath/create_admin.sh"]
ports:
- "8089:8088"
volumes:
- ./infra/superset/provisioning:/app/provisioning
- ./infra/superset/create_admin.sh:/app/pythonpath/create_admin.sh
depends_on:
- trino
profiles: [core]
jupyterlab:
build:
context: ./infra/jupyterlab
ports:
- "8888:8888"
volumes:
- ./notebooks:/home/jovyan/work
- ./spark-jobs:/home/jovyan/spark-jobs
environment:
- JUPYTER_ENABLE_LAB=${JUPYTER_ENABLE_LAB}
- POSTGRES_USER=${POSTGRES_USER}
- POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
- POSTGRES_DB=${POSTGRES_DB}
- CLICKHOUSE_USER=${CLICKHOUSE_USER}
- CLICKHOUSE_PASSWORD=${CLICKHOUSE_PASSWORD}
- CLICKHOUSE_DB=${CLICKHOUSE_DB}
- MINIO_ROOT_USER=${MINIO_ROOT_USER}
- MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD}
- KAFKA_BOOTSTRAP_SERVERS=kafka:9092
- SCHEMA_REGISTRY_URL=http://schema-registry:8081
- SPARK_MASTER_URL=${SPARK_MASTER_URL}
- TRINO_URL=http://trino:8080
- SUPERSET_URL=http://superset:8088
- AIRFLOW_URL=http://airflow-apiserver:8080
profiles: [explore]
volumes:
minio-data:
pg-data:
kafka-data:
trino-data:
clickhouse-data: