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[FEAT] Model Registry & Model load & Use mlflow #27

[FEAT] Model Registry & Model load & Use mlflow

[FEAT] Model Registry & Model load & Use mlflow #27

Workflow file for this run

name: Model Serving
on:
pull_request:
branches: ['develop'] # develop 브랜치에 pull request될 때 동작
push:
branches: ['develop'] # develop 브랜치에 push될 때 동작
jobs:
ci:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Login to Docker Hub
uses: docker/login-action@v3
with:
username: ${{secrets.DOCKERHUB_USERNAME}}
password: ${{secrets.DOCKERHUB_PASSWORD}}
- name: Build docker file and setting deploy files
run: |
docker build -t makezenerator/serving:latest serving/
docker push makezenerator/serving:latest
cd:
runs-on: ubuntu-latest
needs: [ci]
steps:
- name: Connect to server
uses: appleboy/ssh-action@master
with:
host: ${{secrets.SERVER3_HOST}}
username: ${{secrets.SERVER_USERNAME}}
key: ${{secrets.SERVER3_KEY}}
port: ${{secrets.SERVER_PORT}}
script: |
docker login -u "${{secrets.DOCKERHUB_USERNAME}}" -p "${{secrets.DOCKERHUB_PASSWORD}}"
docker stop $(docker ps -a -q)
docker rm -f $(docker ps -a -q)
docker pull makezenerator/serving:latest
docker run -d -p 5050:5050 makezenerator/serving:latest
docker image prune -f