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docker_iris_clf's Introduction

docker_iris_clf

simple iris clf docker image

test flask app by filling in the form and click 'run' or by entering this into browser http://localhost:5001/score?petal_length=5.0&petal_width=2.0&sepal_length=3.5&sepal_width=1.0

pip freeze > requirements.txt

docker build . -t <image_name>

docker run -d -p 5001:5001 <image_name>

test container by entering this into browser http://localhost:5001/score?petal_length=5.0&petal_width=2.0&sepal_length=3.5&sepal_width=1.0

loading image to dockerhub

docker login -u <your_docker_id> --password <your_docker_password>

docker build -t <your_docker_id>/<image_name>:<image_version>

docker push <your_docker_id>/<image_name>

see image at

hub.docker.com/repository/docker/<your_docker_id>/<image_name>

pull image

docker pull <your_docker_id>/<image_name>:<image_version>

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