eliyahu77/ci-demo

Demo ml function CI/CD using MLRun and CircleCI

MLRun ci-demo

Demo ml function CI/CD with MLRun and CircleCI

in order to add automated CI to ML functions you need to register your repo in CircleCI and add the following YAML file to the .circleci/config.yml path.

You can also add a badge to your project like the one above, check the source of this MD file to see how

version: 2
jobs:
  build:
    docker: 
      - image: python:3.6
    steps:
      - checkout
      - run: pip install mlrun
      - run: mlrun run --handler my_func --param-file params.csv --dump myfunc.py

The YAML instructs CircleCI to run a job every time you commit code to the branch, the Job will do the following:

1. Load a docker image (specified) and pull the code into it
2. Install MLRun package
3. Test the function handler my_func in myfunc.py

Note: it will run multiple tests, each test will use a set of parameters (a line) from the specified parameter file, at the end it will print (--dump) the run results as YAML