version: '3.8' # ============================================================ # AGENTIC BI - E-COMMERCE DATA ENGINEERING PROJECT # Docker Compose - Complete Infrastructure # ============================================================ services: # ==================== MESSAGE BROKER ==================== zookeeper: image: confluentinc/cp-zookeeper:7.5.0 hostname: zookeeper container_name: zookeeper ports: - "2181:2181" environment: ZOOKEEPER_CLIENT_PORT: 2181 ZOOKEEPER_TICK_TIME: 2000 volumes: - zookeeper-data:/var/lib/zookeeper/data healthcheck: test: echo ruok | nc localhost 2181 | grep imok interval: 10s timeout: 5s retries: 5 networks: - agentic-bi kafka: image: confluentinc/cp-kafka:7.5.0 hostname: kafka container_name: kafka depends_on: zookeeper: condition: service_healthy ports: - "9092:9092" - "29092:29092" environment: KAFKA_BROKER_ID: 1 KAFKA_ZOOKEEPER_CONNECT: 'zookeeper:2181' KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:29092,PLAINTEXT_HOST://localhost:9092 KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1 KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: 1 KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR: 1 KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS: 0 KAFKA_AUTO_CREATE_TOPICS_ENABLE: 'true' KAFKA_LOG_RETENTION_HOURS: 168 KAFKA_MESSAGE_MAX_BYTES: 10485760 volumes: - kafka-data:/var/lib/kafka/data healthcheck: test: kafka-broker-api-versions --bootstrap-server kafka:29092 interval: 10s timeout: 10s retries: 10 networks: - agentic-bi schema-registry: image: confluentinc/cp-schema-registry:7.5.0 hostname: schema-registry container_name: schema-registry depends_on: kafka: condition: service_healthy ports: - "8081:8081" environment: SCHEMA_REGISTRY_HOST_NAME: schema-registry SCHEMA_REGISTRY_KAFKASTORE_BOOTSTRAP_SERVERS: 'kafka:29092' SCHEMA_REGISTRY_LISTENERS: http://0.0.0.0:8081 healthcheck: test: curl -f http://localhost:8081/subjects || exit 1 interval: 10s timeout: 5s retries: 5 networks: - agentic-bi # ==================== KAFKA UI ==================== kafka-ui: image: provectuslabs/kafka-ui:latest container_name: kafka-ui depends_on: kafka: condition: service_healthy ports: - "8080:8080" environment: KAFKA_CLUSTERS_0_NAME: local KAFKA_CLUSTERS_0_BOOTSTRAPSERVERS: kafka:29092 KAFKA_CLUSTERS_0_SCHEMAREGISTRY: http://schema-registry:8081 networks: - agentic-bi # ==================== STORAGE ==================== minio: image: minio/minio:latest hostname: minio container_name: minio ports: - "9000:9000" - "9001:9001" environment: MINIO_ROOT_USER: minioadmin MINIO_ROOT_PASSWORD: minioadmin123 command: server /data --console-address ":9001" volumes: - minio-data:/data healthcheck: test: ["CMD", "mc", "ready", "local"] interval: 10s timeout: 5s retries: 5 networks: - agentic-bi minio-setup: image: minio/mc:latest container_name: minio-setup depends_on: minio: condition: service_healthy entrypoint: > /bin/sh -c " mc alias set myminio http://minio:9000 minioadmin minioadmin123; mc mb myminio/bronze --ignore-existing; mc mb myminio/silver --ignore-existing; mc mb myminio/gold --ignore-existing; mc mb myminio/checkpoints --ignore-existing; echo 'MinIO buckets created!'; " networks: - agentic-bi # ==================== DATABASES ==================== postgresql: image: postgres:16 hostname: postgresql container_name: postgresql ports: - "5432:5432" environment: POSTGRES_DB: ecommerce_dw POSTGRES_USER: dw_user POSTGRES_PASSWORD: dw_password POSTGRES_MULTIPLE_DATABASES: ecommerce_dw,airflow_db volumes: - postgres-data:/var/lib/postgresql/data - ./init-scripts/postgres:/docker-entrypoint-initdb.d healthcheck: test: pg_isready -U dw_user -d ecommerce_dw interval: 10s timeout: 5s retries: 5 networks: - agentic-bi clickhouse: image: clickhouse/clickhouse-server:24 hostname: clickhouse container_name: clickhouse ports: - "8123:8123" - "9002:9000" environment: CLICKHOUSE_DB: ecommerce_realtime CLICKHOUSE_USER: ch_user CLICKHOUSE_PASSWORD: ch_password volumes: - clickhouse-data:/var/lib/clickhouse - ./init-scripts/clickhouse:/docker-entrypoint-initdb.d healthcheck: test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1 interval: 10s timeout: 5s retries: 5 networks: - agentic-bi # ==================== VECTOR STORE ==================== chromadb: image: chromadb/chroma:latest hostname: chromadb container_name: chromadb ports: - "8000:8000" volumes: - chroma-data:/chroma/chroma environment: IS_PERSISTENT: TRUE ANONYMIZED_TELEMETRY: FALSE networks: - agentic-bi # ==================== PROCESSING ==================== spark-master: image: bitnami/spark:3.5 hostname: spark-master container_name: spark-master ports: - "8085:8080" - "7077:7077" environment: SPARK_MODE: master SPARK_MASTER_HOST: spark-master SPARK_MASTER_PORT: 7077 volumes: - ./spark_jobs:/opt/spark-jobs - ./data:/opt/data networks: - agentic-bi spark-worker: image: bitnami/spark:3.5 hostname: spark-worker container_name: 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 volumes: - ./spark_jobs:/opt/spark-jobs - ./data:/opt/data networks: - agentic-bi # ==================== ORCHESTRATION ==================== airflow-webserver: image: apache/airflow:2.8.0-python3.11 hostname: airflow-webserver container_name: airflow-webserver depends_on: postgresql: condition: service_healthy ports: - "8082:8080" environment: AIRFLOW__CORE__EXECUTOR: LocalExecutor AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://dw_user:dw_password@postgresql:5432/airflow_db AIRFLOW__CORE__FERNET_KEY: 'ZmDfcTF7_60GrrY167zsiPd67pEvs0aGOv2oasOM1Pg=' AIRFLOW__CORE__LOAD_EXAMPLES: 'false' AIRFLOW__WEBSERVER__SECRET_KEY: 'agentic-bi-secret-key' _AIRFLOW_DB_MIGRATE: 'true' _AIRFLOW_WWW_USER_CREATE: 'true' _AIRFLOW_WWW_USER_USERNAME: admin _AIRFLOW_WWW_USER_PASSWORD: admin volumes: - ./airflow_dags:/opt/airflow/dags - airflow-logs:/opt/airflow/logs command: > bash -c " airflow db migrate && airflow users create --username admin --password admin --firstname Admin --lastname User --role Admin --email admin@example.com || true && airflow webserver " networks: - agentic-bi airflow-scheduler: image: apache/airflow:2.8.0-python3.11 hostname: airflow-scheduler container_name: airflow-scheduler depends_on: - airflow-webserver environment: AIRFLOW__CORE__EXECUTOR: LocalExecutor AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://dw_user:dw_password@postgresql:5432/airflow_db AIRFLOW__CORE__FERNET_KEY: 'ZmDfcTF7_60GrrY167zsiPd67pEvs0aGOv2oasOM1Pg=' volumes: - ./airflow_dags:/opt/airflow/dags - airflow-logs:/opt/airflow/logs command: airflow scheduler networks: - agentic-bi # ==================== MONITORING ==================== prometheus: image: prom/prometheus:latest hostname: prometheus container_name: prometheus ports: - "9090:9090" volumes: - ./monitoring/prometheus/prometheus.yml:/etc/prometheus/prometheus.yml - prometheus-data:/prometheus networks: - agentic-bi grafana: image: grafana/grafana:10.0.0 hostname: grafana container_name: grafana depends_on: - prometheus ports: - "3000:3000" environment: GF_SECURITY_ADMIN_USER: admin GF_SECURITY_ADMIN_PASSWORD: admin GF_INSTALL_PLUGINS: grafana-clock-panel,grafana-simple-json-datasource volumes: - grafana-data:/var/lib/grafana - ./monitoring/grafana/dashboards:/etc/grafana/provisioning/dashboards - ./monitoring/grafana/datasources:/etc/grafana/provisioning/datasources networks: - agentic-bi # ==================== AGENTIC BI APP ==================== agentic-bi-app: build: context: . dockerfile: Dockerfile hostname: agentic-bi-app container_name: agentic-bi-app depends_on: postgresql: condition: service_healthy clickhouse: condition: service_healthy kafka: condition: service_healthy ports: - "8501:8501" environment: # Database connections POSTGRES_HOST: postgresql POSTGRES_PORT: 5432 POSTGRES_DB: ecommerce_dw POSTGRES_USER: dw_user POSTGRES_PASSWORD: dw_password CLICKHOUSE_HOST: clickhouse CLICKHOUSE_PORT: 8123 CLICKHOUSE_DB: ecommerce_realtime CLICKHOUSE_USER: ch_user CLICKHOUSE_PASSWORD: ch_password # Kafka KAFKA_BOOTSTRAP_SERVERS: kafka:29092 SCHEMA_REGISTRY_URL: http://schema-registry:8081 # Vector Store CHROMA_HOST: chromadb CHROMA_PORT: 8000 # LLM HF_TOKEN: ${HF_TOKEN} LLM_MODEL: Qwen/Qwen3-32B-Instruct volumes: - ./agentic_bi:/app/agentic_bi - ./frontend:/app/frontend - ./data:/app/data networks: - agentic-bi # ==================== STREAMING SIMULATOR ==================== streaming-simulator: build: context: . dockerfile: Dockerfile.simulator hostname: streaming-simulator container_name: streaming-simulator depends_on: kafka: condition: service_healthy schema-registry: condition: service_healthy environment: KAFKA_BOOTSTRAP_SERVERS: kafka:29092 SCHEMA_REGISTRY_URL: http://schema-registry:8081 SPEED_FACTOR: 1000 DATA_DIR: /app/data volumes: - ./streaming_simulator:/app/streaming_simulator - ./data:/app/data networks: - agentic-bi # ==================== VOLUMES ==================== volumes: zookeeper-data: kafka-data: minio-data: postgres-data: clickhouse-data: chroma-data: airflow-logs: prometheus-data: grafana-data: # ==================== NETWORKS ==================== networks: agentic-bi: driver: bridge name: agentic-bi-network