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docker-compose.yaml
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docker-compose.yaml
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version: "3.4"
services:
klarna-task-base:
build: .
image: ${DOCKER_REGISTRY}/klarna-task
rest-api-prod:
image: ${DOCKER_REGISTRY}/klarna-task
depends_on:
- klarna-task-base
command: python src/server.py
environment:
- RUN_PROD=1
ports:
- "80:80"
rest-api:
image: ${DOCKER_REGISTRY}/klarna-task
depends_on:
- klarna-task-base
command: python src/server.py
ports:
- "5000:5000"
volumes:
- .:/home/project
train-model:
image: ${DOCKER_REGISTRY}/klarna-task
depends_on:
- klarna-task-base
command: python src/train.py
--input-csv /home/project/data/dataset.csv
--output-model /home/project/models/model.joblib
--output-test-pred /home/project/data/test_predictions.csv
volumes:
- .:/home/project
notebook:
image: ${DOCKER_REGISTRY}/klarna-task
depends_on:
- klarna-task-base
command: jupyter notebook
--notebook-dir=/home/project/notebooks
--ip 0.0.0.0
--no-browser
--allow-root
--port 8899
ports:
- "8899:8899"
volumes:
- .:/home/project