Added logger class #166
Workflow file for this run
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# Train model, build containerized model, and deploy model | |
name: CI/CD | |
on: | |
push: | |
branches: ["main"] | |
pull_request: | |
branches: ["main"] | |
# Run workflow manually from the Actions tab | |
workflow_dispatch: | |
jobs: | |
# train: | |
# runs-on: ubuntu-latest | |
# steps: | |
# # Checks-out repository under $GITHUB_WORKSPACE, so the job can access it | |
# - uses: actions/checkout@v3 | |
# - name: Set up Python 3.10.* | |
# uses: actions/setup-python@v1 | |
# with: | |
# python-version: 3.10.* | |
# - name: Install dependencies | |
# run: | | |
# make install | |
# - name: Add project path to sys.path | |
# run: | | |
# echo "PYTHONPATH=${{github.workspace}}" >> $GITHUB_ENV | |
# - name: Sort imports with isort | |
# run: | | |
# make isort | |
# - name: Format with black | |
# run: | | |
# make format | |
# - name: Test with pytest | |
# run: | | |
# make test | |
# - name: Lint with pylint | |
# run: | | |
# make lint | |
# - name: Prepare data | |
# run: | | |
# make prep_data | |
# - name: Setup Feast | |
# run: | | |
# make setup_feast | |
# - name: Split data | |
# run: | | |
# make split_data | |
# - name: Train | |
# env: | |
# COMET_API_KEY: ${{secrets.COMET_API_KEY}} | |
# run: | | |
# make train | |
# - name: Evaluate models | |
# env: | |
# COMET_API_KEY: ${{secrets.COMET_API_KEY}} | |
# run: | | |
# make evaluate | |
# - name: Test champion model | |
# env: | |
# COMET_API_KEY: ${{secrets.COMET_API_KEY}} | |
# run: | | |
# make test_model | |
build: | |
runs-on: ubuntu-latest | |
# needs: train | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Set up Docker Buildx | |
uses: docker/setup-buildx-action@v1 | |
# Login using same GitHub Actions credentials | |
- name: Log in to GitHub container registry | |
uses: docker/[email protected] | |
with: | |
registry: ghcr.io | |
username: ${{ github.actor }} | |
password: ${{ github.token }} | |
# Ensures that repo name is lowercase, which is a requirement for publishing to ghcr.io | |
- name: Lowercase the repo name and username | |
run: echo "REPO=${GITHUB_REPOSITORY,,}" >>${GITHUB_ENV} | |
- name: Build and push container image to registry | |
uses: docker/build-push-action@v2 | |
with: | |
push: true | |
tags: ghcr.io/${{ env.REPO }}:${{ github.sha }} | |
file: ./src/inference/Dockerfile |