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pipeline.yml
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name: Train-Pipeline
on:
push:
pull_request:
branches:
- main
workflow_dispatch:
repository_dispatch:
types:
- webhook
jobs:
test_train:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v1
with:
fetch-depth: 0
- name: Set up Python 3.11
uses: actions/setup-python@v1
with:
python-version: 3.11
- name: Install dependencies
run: |
python -m pip install --upgrade pip
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
- name: Test files
run: |
pytest tests/test_train.py
train_pipeline:
runs-on: ubuntu-latest
needs: [test_train]
steps:
- uses: actions/checkout@v1
with:
fetch-depth: 0
- name: Set up Python 3.11
uses: actions/setup-python@v1
with:
python-version: 3.11
- name: Install dependencies
run: |
python -m pip install --upgrade pip
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
- name: Train Model
run: |
python app/train.py
build_image:
runs-on: ubuntu-latest
needs: [train_pipeline]
steps:
- uses: actions/checkout@v2
- name: docker login
run: |
docker login -u ${{secrets.DOCKER_USER}} -p ${{secrets.DOCKER_PASSWORD}}
- name: Build the Docker image
run: docker build . --file Dockerfile --tag ${{secrets.DOCKER_USER}}/${{secrets.DOCKER_IMAGE_NAME}}
- name: Docker Push
run: docker push ${{secrets.DOCKER_USER}}/${{secrets.DOCKER_IMAGE_NAME}}