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ML Auto Deployment

adding github actions to automatic model deployment with mlflow and f… #3

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adding github actions to automatic model deployment with mlflow and f…

adding github actions to automatic model deployment with mlflow and f… #3

Workflow file for this run

.github/workflows/main.yaml at 3fab3f9
# Automatic deployment workflow
name: ML Auto Deployment
on:
push:
branches:
- main
workflow_dispatch:
jobs:
shadow_deployment:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up python
uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install mlflow==2.12.1 loguru
- name: Run Automatic deployment
env:
MLFLOW_TRACKING_URI: ${{ vars.MLFLOW_TRACKING_URI }}
MLFLOW_TRACKING_USERNAME: ${{ secrets.MLFLOW_TRACKING_USERNAME }}
MLFLOW_TRACKING_PASSWORD: ${{ secrets.MLFLOW_TRACKING_PASSWORD }}
run: |
python mlflowmodeldeployment.py