2. Setup and Configuration

Prerequisites

• Install docker

  • For Ubuntu (and Linux distros) - Install Docker on Ubuntu
  • For Windows - Install Docker on Windows
  • For Mac -

• Install docker-compose

  • For Ubuntu (and Linux distros) - Install docker-compose on Linux
  • For Windows and Mac -

Steps

• Clone the repo : https://github.com/kartik4949/AutoDeploy
• Download a sample model and dependencies
  • Run the command in a terminal from the AutoDeploy folder wget https://github.com/kartik4949/AutoDeploy/files/7134516/model_dependencies.zip
• Extract the zip folder to get a model_dependencies folder
• Have your model ready
  • Pickle file for scikitlearn
  • ONNX model for Tensorflow,Pytorch, MXNet etc. How to convert to ONNX model
• Create the model dependencies
• Copy the dependencies over to a model_dependencies folder
• Setup configuration
• Build your docker image
  • docker build . -t autodeploy
• Start your containers
  • docker-compose up