commands.txt

TF-serving:

# Download the TensorFlow Serving Docker image and repo
docker pull tensorflow/serving


# Start TensorFlow Serving container and open the REST API port
docker run -p 8501:8501 --name tfserving_classifier --mount type=bind,source=/Users/pachaar/Eigene/MLOps_workshop/models/,target=/models/img_classifier -e MODEL_NAME=img_classifier -t tensorflow/serving

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Remove all Stopped container 
sudo docker ps -a | grep Exit | cut -d ' ' -f 1 | xargs sudo docker rm

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# Login inside running container:
docker exec -it container_id /bin/bash

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# create docker image from docker file
docker build -t mlops_espol .

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# run container os mlops_espol
docker build -p 8080:8080 mlops_espol