model-registry/docker-compose-local.yaml

107 lines
2.9 KiB
YAML

# Local development demo/example compose file
# Composes:
# - a MySQL database,
# - a model-registry server built from source connected to the MySQL database.
# - a model-catalog server built from source.
# or
# - a PostgreSQL database,
# - a model-registry server built from source connected to the PostgreSQL database.
# - a model-catalog server built from source.
version: '3.8'
services:
model-catalog:
build:
context: .
dockerfile: Dockerfile
command: ["catalog", "--listen", "0.0.0.0:8081", "--catalogs-path", "/testdata/test-catalog-sources.yaml"]
container_name: model-catalog
ports:
- "8081:8081"
volumes:
- ./catalog/internal/catalog/testdata:/testdata
depends_on:
- postgres
profiles:
- postgres
environment:
- PGHOST=postgres
- PGDATABASE=model_catalog
- PGUSER=postgres
- PGPASSWORD=demo
model-registry:
build:
context: .
dockerfile: Dockerfile
entrypoint: ["/bin/sh"]
command:
- -c
- |
if [ "$$DB_TYPE" = "postgres" ]; then
exec /model-registry proxy --hostname 0.0.0.0 --datastore-type embedmd --embedmd-database-type postgres --embedmd-database-dsn "host=postgres port=5432 user=postgres password=demo dbname=model_registry sslmode=disable"
else
exec /model-registry proxy --hostname 0.0.0.0 --datastore-type embedmd --embedmd-database-dsn "root:demo@tcp(mysql:3306)/model_registry?charset=utf8mb4"
fi
container_name: model-registry
ports:
- "8080:8080"
depends_on:
- ${DB_TYPE:-mysql}
environment:
- DB_TYPE=${DB_TYPE:-mysql}
mysql:
image: mysql:8.3
container_name: mysql
command:
- --datadir=/var/lib/mysql/datadir
- --default-authentication-plugin=mysql_native_password
environment:
- MYSQL_ROOT_PASSWORD=demo
- MYSQL_DATABASE=model_registry
ports:
- "3306:3306"
volumes:
- mysql_data:/var/lib/mysql
healthcheck:
test: ["CMD-SHELL", "mysql -D $$MYSQL_DATABASE -uroot -p$$MYSQL_ROOT_PASSWORD -e 'SELECT 1'"]
interval: 10s
timeout: 5s
retries: 5
start_period: 20s
profiles:
- mysql
postgres:
image: postgres:15
container_name: postgres
environment:
- POSTGRES_DB=model_registry
- POSTGRES_USER=postgres
- POSTGRES_PASSWORD=demo
ports:
- "5432:5432"
volumes:
- postgres_data:/var/lib/postgresql/data
healthcheck:
test: ["CMD-SHELL", "pg_isready -U postgres -d model_registry"]
interval: 10s
timeout: 5s
retries: 5
start_period: 20s
profiles:
- postgres
configs:
- source: pginit
target: /docker-entrypoint-initdb.d/pginit.sql
volumes:
mysql_data:
postgres_data:
configs:
pginit:
content: |
CREATE DATABASE model_catalog;
GRANT ALL PRIVILEGES ON model_catalog TO postgres;