You can use Polyaxon CLI in your Github Actions to lint and check your Polyaxonfiles, pull information about projects and runs, and submit operations remotely from Github.

Lint & Check

In order to automate the process of checking and linting your Polyaxonfile, you can use polyaxon/polyaxon-cli docker image in your Github Actions similarly to how you would do in your local machine:

name: Test Component

on: [push]

jobs:
  check:
    runs-on: ubuntu-latest
    container: docker://polyaxon/polyaxon-cli:1.x.x.
    steps:
      - uses: actions/[email protected]
      - name: lint
        run: |
          polyaxon check -f polyaxonfies/operation.yaml
          polyaxon check -f polyaxonfies/component.yaml --lint
      - name: validate
        run: polyaxon check -f polyaxonfies/component.yaml -P activation=relu -P lr=0.01

Submit runs

In order to submit runs from a Github action, you need to provide information about your host if you are using Polyaxon CE, and your token if you are using one of Polyaxon commercial products.

This example assumes that the user changes the operation.yaml file with new params and/or new information about the environment (e.g. GPU) on every push.

name: Submit Job

on: [push]

jobs:
  check:
    runs-on: ubuntu-latest
    container: docker://polyaxon/polyaxon-cli:1.x.x.
    steps:
      - uses: actions/[email protected]
      - name: config
        run: polyaxon config --host=${{ secrets.POLYAXON_HOST }}
      - name: login
        run: polyaxon login -t ${{ secrets.POLYAXON_TOKEN }}
      - name: submit
        run: polyaxon run -p MY-PROJECT -f operation.yaml