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Airflow: development container experiment
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services: | |
postgres: | |
image: postgres:bookworm | |
environment: | |
- POSTGRES_USER=airflow | |
- POSTGRES_PASSWORD=airflow | |
- POSTGRES_DB=airflow | |
volumes: | |
- postgres-data:/var/lib/postgresql/data | |
healthcheck: | |
test: ["CMD-SHELL", "pg_isready -U airflow"] | |
interval: 5s | |
retries: 5 | |
redis: | |
image: redis:bookworm | |
ports: | |
- "6379:6379" | |
healthcheck: | |
test: ["CMD", "redis-cli", "ping"] | |
interval: 5s | |
retries: 5 | |
airflow-init: | |
image: apache/airflow:latest-python3.9 | |
environment: | |
- AIRFLOW__CORE__EXECUTOR=CeleryExecutor | |
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__RESULT_BACKEND=db+postgresql://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__BROKER_URL=redis://redis:6379/0 | |
- AIRFLOW__CORE__FERNET_KEY=buPwcmzoBgneft9xW74SwaKtbTUkSCS6Z8YRrL3_590= | |
- AIRFLOW__WEBSERVER__SECRET_KEY=F1WFDl8NKjuyvh0wZPpA3A | |
- AIRFLOW__CORE__LOAD_EXAMPLES=false | |
depends_on: | |
postgres: | |
condition: service_healthy | |
redis: | |
condition: service_healthy | |
command: | |
- bash | |
- -c | |
- | | |
set -e | |
airflow db migrate | |
airflow users create --username admin --password admin --firstname Admin --lastname User --role Admin --email admin@example.com | |
volumes: | |
- ./dags:/opt/airflow/dags | |
restart: "no" | |
airflow-webserver: | |
image: apache/airflow:latest-python3.9 | |
environment: | |
- AIRFLOW__CORE__EXECUTOR=CeleryExecutor | |
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__RESULT_BACKEND=db+postgresql://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__BROKER_URL=redis://redis:6379/0 | |
- AIRFLOW__CORE__FERNET_KEY=buPwcmzoBgneft9xW74SwaKtbTUkSCS6Z8YRrL3_590= | |
- AIRFLOW__WEBSERVER__SECRET_KEY=F1WFDl8NKjuyvh0wZPpA3A | |
- AIRFLOW__CORE__LOAD_EXAMPLES=false | |
depends_on: | |
airflow-init: | |
condition: service_completed_successfully | |
postgres: | |
condition: service_healthy | |
redis: | |
condition: service_healthy | |
command: webserver | |
ports: | |
- "8080:8080" | |
volumes: | |
- ./dags:/opt/airflow/dags | |
airflow-scheduler: | |
image: apache/airflow:latest-python3.9 | |
environment: | |
- AIRFLOW__CORE__EXECUTOR=CeleryExecutor | |
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__RESULT_BACKEND=db+postgresql://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__BROKER_URL=redis://redis:6379/0 | |
- AIRFLOW__CORE__FERNET_KEY=buPwcmzoBgneft9xW74SwaKtbTUkSCS6Z8YRrL3_590= | |
- AIRFLOW__CORE__LOAD_EXAMPLES=false | |
depends_on: | |
airflow-init: | |
condition: service_completed_successfully | |
postgres: | |
condition: service_healthy | |
redis: | |
condition: service_healthy | |
command: scheduler | |
volumes: | |
- ./dags:/opt/airflow/dags | |
airflow-worker: | |
image: apache/airflow:latest-python3.9 | |
environment: | |
- AIRFLOW__CORE__EXECUTOR=CeleryExecutor | |
- AIRFLOW__DATABASE__SQL_ALCHEMY_CONN=postgresql+psycopg2://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__RESULT_BACKEND=db+postgresql://airflow:airflow@postgres/airflow | |
- AIRFLOW__CELERY__BROKER_URL=redis://redis:6379/0 | |
- AIRFLOW__CORE__FERNET_KEY=buPwcmzoBgneft9xW74SwaKtbTUkSCS6Z8YRrL3_590= | |
- AIRFLOW__CORE__LOAD_EXAMPLES=false | |
depends_on: | |
airflow-init: | |
condition: service_completed_successfully | |
postgres: | |
condition: service_healthy | |
redis: | |
condition: service_healthy | |
command: celery worker | |
volumes: | |
- ./dags:/opt/airflow/dags | |
volumes: | |
postgres-data: |
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TODO:
AIRFLOW__WEBSERVER__RATE_LIMITING_STORAGE_URI: redis://redis:6379/0
AIRFLOW__CELERY__BROKER_CONNECTION_RETRY_ON_STARTUP: True
docker compose up -d --scale airflow-worker=3