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pull_img.yaml
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name: build docker img
on:
push:
branches:
- main
paths: # if any changes detected in below dir then runner'll trigger cicd pipeline
- ./src/**
- .github/**
- ./prod/**
- Dockerfile
- docker_requirements.txt
pull_request:
branches:
- main
jobs:
pull-latest-model:
name: pull latest prod model
runs-on: ubuntu-latest
steps:
- name: Checkout Code
uses: actions/checkout@v2
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ secrets.AWS_REGION }}
- name: Install Utilities # install utilities required to fetch model from backend
run: |
python -m pip install --upgrade pip
if [ -f model_requirements.txt ]; then pip install -r model_requirements.txt; fi
- name: Pull Latest Model From Mlflow # below script will executed and fetch the prod model
run: |
python ./prod/mlflowdb.py ${{ secrets.TRACKING_URI }}
- name: Upload Model Artifact # save the artifacts so that we can utilise it in next stage
uses: actions/upload-artifact@v2
with:
name: model
# in path give correct repository name as here "cicd-aws/cicd-aws"
path: |
/home/runner/work/cicd-aws/cicd-aws/model.joblib
/home/runner/work/cicd-aws/cicd-aws/model_details.json
- name: Print Current Directory # for debuging purpoer, u can remove it
run: ls /home/runner/work/cicd-aws/cicd-aws
build-nd-push-docker-image:
name: build & push img to dockerhub
needs: pull-latest-model # previous stage must be successfully completed (job dependency)
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
- name: Print Current Directory be-down # for debug purpose
run: ls /home/runner/work/cicd-aws/cicd-aws
- name: Download Model Artifacts # download the previously saved artifacts
uses: actions/download-artifact@v2
with:
name: model
path: /home/runner/work/cicd-aws/cicd-aws
- name: Print Current Directory af-down # for debugging
run: ls /home/runner/work/cicd-aws/cicd-aws
# push img to docker hub
- name: Build Docker Image
run: |
docker build -t ${{ secrets.DOCKER_USERNAME }}/wineqcicdaws:latest .
- name: Log-in to Docker Hub
run: docker login -u ${{ secrets.DOCKER_USERNAME }} -p ${{ secrets.DOCKER_PASSWORD }}
- name: Push Docker Img # push the previously built img to dockerhub
run: docker push ${{ secrets.DOCKER_USERNAME }}/wineqcicdaws:latest