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https://github.com/Toumash/mlflow-docker
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feature/10
| Author | SHA1 | Date | |
|---|---|---|---|
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6a93c977e4 |
22
Caddyfile
Normal file
22
Caddyfile
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@@ -0,0 +1,22 @@
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# Minio Console
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s3.localhost:9001 {
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handle_path /* {
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reverse_proxy s3:9001
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}
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}
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# Minio API
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s3.localhost:9000 {
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handle_path /* {
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reverse_proxy s3:9000
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}
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}
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mlflow.localhost {
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basicauth /* {
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root JDJhJDEwJEVCNmdaNEg2Ti5iejRMYkF3MFZhZ3VtV3E1SzBWZEZ5Q3VWc0tzOEJwZE9TaFlZdEVkZDhX # root hiccup
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}
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handle_path /* {
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reverse_proxy mlflow:5000
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}
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}
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@@ -1,19 +1,35 @@
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version: '3.2'
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services:
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caddy:
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image: caddy:2-alpine
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container_name: caddy
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volumes:
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- ./Caddyfile:/etc/caddy/Caddyfile
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- /caddy/data:/data
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- /caddy/config:/config
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ports:
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- 80:80
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- 443:443
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- 9000:9000
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- 9001:9001
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restart: unless-stopped
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s3:
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image: minio/minio:RELEASE.2021-06-14T01-29-23Z
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restart: always
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image: minio/minio:latest
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container_name: aws-s3
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ports:
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- 9000:9000
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- 9000
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- 9001
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environment:
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- MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID}
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- MINIO_SECRET_KEY=${AWS_SECRET_ACCESS_KEY}
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command:
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server /date
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networks:
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- A
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- MINIO_ROOT_USER=${AWS_ACCESS_KEY_ID}
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- MINIO_ROOT_PASSWORD=${AWS_SECRET_ACCESS_KEY}
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command:
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server /date --console-address ":9001"
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volumes:
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- ./s3:/date
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networks:
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- default
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- proxy-net
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db:
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restart: always
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image: mysql/mysql-server:5.7.28
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@@ -28,8 +44,9 @@ services:
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volumes:
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- ./dbdata:/var/lib/mysql
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networks:
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- A
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- default
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mlflow:
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restart: always
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container_name: tracker_mlflow
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image: tracker_ml
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build:
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@@ -37,14 +54,16 @@ services:
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dockerfile: Dockerfile
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ports:
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- "5000:5000"
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environment:
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environment:
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- AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
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- AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
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- AWS_DEFAULT_REGION=${AWS_REGION}
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- MLFLOW_S3_ENDPOINT_URL=http://s3:9000
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entrypoint: mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
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networks:
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- A
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entrypoint: ./wait-for-it.sh db:3306 -t 90 -- mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
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- proxy-net
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- default
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networks:
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A:
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driver: bridge
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default:
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proxy-net:
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@@ -5,7 +5,7 @@ from mlflow import mlflow,log_metric, log_param, log_artifacts
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if __name__ == "__main__":
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with mlflow.start_run() as run:
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mlflow.set_tracking_uri('http://localhost:5000')
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mlflow.set_tracking_uri('https://mlflow.localhost')
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print("Running mlflow_tracking.py")
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log_param("param1", randint(0, 100))
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