DB-GPT/docker/compose_examples/ha-cluster-docker-compose.yml

127 lines
4.5 KiB
YAML

# An example of using docker-compose to start a HA model serving cluster with two controllers and one worker.
# For simplicity, we use chatgpt_proxyllm as the model for the worker, and we build a new docker image named eosphorosai/dbgpt-openai:latest.
# How to build the image:
# run `bash ./docker/base/build_proxy_image.sh` in the root directory of the project.
# If you want to use other pip index url, you can run command with `--pip-index-url` option.
# For example, `bash ./docker/base/build_proxy_image.sh --pip-index-url https://pypi.tuna.tsinghua.edu.cn/simple`
#
# How to start the cluster:
# 1. run `cd docker/compose_examples`
# 2. run `OPENAI_API_KEY="{your api key}" OPENAI_API_BASE="https://api.openai.com/v1" docker compose -f ha-cluster-docker-compose.yml up -d`
# Note: Make sure you have set the environment variables OPENAI_API_KEY.
version: '3.10'
services:
init:
image: busybox
volumes:
- ../examples/sqls:/sqls
- ../../assets/schema/dbgpt.sql:/dbgpt.sql
- dbgpt-init-scripts:/docker-entrypoint-initdb.d
command: /bin/sh -c "cp /dbgpt.sql /docker-entrypoint-initdb.d/ && cp /sqls/* /docker-entrypoint-initdb.d/ && ls /docker-entrypoint-initdb.d/"
db:
image: mysql/mysql-server
environment:
MYSQL_USER: 'user'
MYSQL_PASSWORD: 'password'
MYSQL_ROOT_PASSWORD: 'aa123456'
ports:
- 3306:3306
volumes:
- dbgpt-myql-db:/var/lib/mysql
- ../examples/my.cnf:/etc/my.cnf
- dbgpt-init-scripts:/docker-entrypoint-initdb.d
restart: unless-stopped
networks:
- dbgptnet
depends_on:
- init
controller-1:
image: eosphorosai/dbgpt-openai:latest
command: dbgpt start controller --registry_type database --registry_db_type mysql --registry_db_name dbgpt --registry_db_host db --registry_db_port 3306 --registry_db_user root --registry_db_password aa123456
volumes:
- ../../:/app
restart: unless-stopped
networks:
- dbgptnet
depends_on:
- db
controller-2:
image: eosphorosai/dbgpt-openai:latest
command: dbgpt start controller --registry_type database --registry_db_type mysql --registry_db_name dbgpt --registry_db_host db --registry_db_port 3306 --registry_db_user root --registry_db_password aa123456
volumes:
- ../../:/app
restart: unless-stopped
networks:
- dbgptnet
depends_on:
- db
llm-worker:
image: eosphorosai/dbgpt-openai:latest
command: dbgpt start worker --model_type proxy --model_name chatgpt_proxyllm --model_path chatgpt_proxyllm --proxy_server_url ${OPENAI_API_BASE}/chat/completions --proxy_api_key ${OPENAI_API_KEY} --controller_addr "http://controller-1:8000,http://controller-2:8000"
environment:
- DBGPT_LOG_LEVEL=DEBUG
# Your real openai model name, e.g. gpt-3.5-turbo, gpt-4o
- PROXYLLM_BACKEND=gpt-3.5-turbo
depends_on:
- controller-1
- controller-2
volumes:
- ../../:/app
restart: unless-stopped
networks:
- dbgptnet
ipc: host
embedding-worker:
image: eosphorosai/dbgpt-openai:latest
command: dbgpt start worker --worker_type text2vec --model_name proxy_http_openapi --model_path proxy_http_openapi --proxy_server_url ${OPENAI_API_BASE}/embeddings --proxy_api_key ${OPENAI_API_KEY} --controller_addr "http://controller-1:8000,http://controller-2:8000"
environment:
- DBGPT_LOG_LEVEL=DEBUG
- proxy_http_openapi_proxy_backend=text-embedding-3-small
depends_on:
- controller-1
- controller-2
volumes:
- ../../:/app
restart: unless-stopped
networks:
- dbgptnet
ipc: host
webserver:
image: eosphorosai/dbgpt-openai:latest
command: dbgpt start webserver --light --remote_embedding --controller_addr "http://controller-1:8000,http://controller-2:8000"
environment:
- DBGPT_LOG_LEVEL=DEBUG
- LOCAL_DB_TYPE=mysql
- LOCAL_DB_HOST=db
- LOCAL_DB_USER=root
- LOCAL_DB_PASSWORD=aa123456
- LLM_MODEL=chatgpt_proxyllm
- EMBEDDING_MODEL=proxy_http_openapi
depends_on:
- controller-1
- controller-2
- llm-worker
- embedding-worker
volumes:
- ../../:/app
- dbgpt-data:/app/pilot/data
- dbgpt-message:/app/pilot/message
# env_file:
# - .env.template
ports:
- 5670:5670/tcp
# webserver may be failed, it must wait all sqls in /docker-entrypoint-initdb.d execute finish.
restart: unless-stopped
networks:
- dbgptnet
volumes:
dbgpt-init-scripts:
dbgpt-myql-db:
dbgpt-data:
dbgpt-message:
networks:
dbgptnet:
driver: bridge
name: dbgptnet