Dockerize setup #4
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* rename knn_classifier to classifier * remove deprecated file * support changing classifier type * add classifier type flag * update readme * linting
* rename knn_classifier to classifier * remove deprecated file * support changing classifier type * add classifier type flag * update readme * linting * Add method to import persisted model and allow user to set env variable * pickle is not needed anymore in the server file * add workaround for using pickle with gunicorn * linting --------- Co-authored-by: Tarun <[email protected]>
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Motivation
Right now the current setup allows the deployment through linux services. However, being able to deploy the through docker would allow anyone to easily run the full setup with a single command. With this Pull Request, we intend to develop the needed files to deploy the application with Docker.
Description
We need to create a docker-compose file and allow all the needed variables through the environment variables.
TODOs:
Proof
Notes
We still need to figure out what is the best way to use the model inside the application, we we need to provide the path and mount the volume so that it is accesible.