mirror of
https://github.com/Toumash/mlflow-docker
synced 2025-11-04 15:19:21 +01:00
feat: adds new, working docker-compose
This commit is contained in:
4
.gitignore
vendored
4
.gitignore
vendored
@@ -144,4 +144,6 @@ Temporary Items
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.apdisk
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.apdisk
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node_modules/
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node_modules/
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.localstack/
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.localstack/
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dbdata/
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s3/
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@@ -1,15 +1,50 @@
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version: '3.2'
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version: '3.2'
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services:
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services:
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localstack:
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s3:
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image: minio/minio:latest
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image: minio/minio:latest
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container_name: aws-s3
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container_name: aws-s3
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ports:
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ports:
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- 9000:9000
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- 9000:9000
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environment:
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environment:
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- MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID}
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- MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID}
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- MINIO_SECRET_KEY=${AWS_SECRET_KEY}
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- MINIO_SECRET_KEY=${AWS_SECRET_ACCESS_KEY}
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command:
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command:
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server /date
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server /date
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#volumes:
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networks:
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# - './.localstack:/tmp/localstack'
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- A
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# - '/var/run/docker.sock:/var/run/docker.sock'
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volumes:
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- ./s3:/date
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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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container_name: mlflow_db
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expose:
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- "3306"
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environment:
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- MYSQL_DATABASE=${MYSQL_DATABASE}
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- MYSQL_USER=${MYSQL_USER}
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- MYSQL_PASSWORD=${MYSQL_PASSWORD}
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- MYSQL_ROOT_PASSWORD=${MYSQL_ROOT_PASSWORD}
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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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mlflow:
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container_name: tracker_mlflow
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image: tracker_ml
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build:
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context: ./mlflow
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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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- 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=${AWS_REGION}
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networks:
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- A
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entrypoint: mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root http://localhost:9000/${AWS_BUCKET_NAME}/mlflow/ -h 0.0.0.0
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networks:
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A:
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driver: bridge
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@@ -3,4 +3,4 @@ FROM continuumio/miniconda3:latest
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ADD . /app
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ADD . /app
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WORKDIR /app
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WORKDIR /app
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RUN pip install mlflow
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RUN pip install mlflow boto3 pymysql
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