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  docker_bnp:
    runs-on: ubuntu-latest
    needs: package
    steps:
      - uses: actions/checkout@v3

      - name: Log in to DockerHub
        run: echo "${{ secrets.DOCKERHUB_TOKEN }}" | docker login -u "${{ vars.DOCKERHUB_USERNAME }}" --password-stdin

      - name: Build Docker image

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  package:
    runs-on: ubuntu-latest
    needs: test
    steps:
      - uses: actions/checkout@v3

      - name: Set up JDK 17
        uses: actions/setup-java@v3
        with:
          java-version: '17'

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  test:
    runs-on: ubuntu-latest
    needs: build
    strategy:
      matrix:
        job: [unit-test, sca, sbom]
    name: Run ${{ matrix.job }}
    steps:
      - name: Checkout code
        uses: actions/checkout@v3

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      - name: Set up JDK 17
        uses: actions/setup-java@v3
        with:
          java-version: '17'
          distribution: 'temurin'
          cache: 'maven'

      - name: Compile sysfoo app
        run: mvn compile

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name: CI Pipeline

on:
  push:
    branches:
      - main
  pull_request:

jobs:
  build:

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name: CI Pipeline

on:
  push:
    branches:
      - main
  pull_request:

jobs:
  build:

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---
apiVersion: "autoscaling.k8s.io/v1"
kind: VerticalPodAutoscaler
metadata:
  name: model
  labels:
    role: model
spec: 
  targetRef:
    apiVersion: "apps/v1"

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apiVersion: keda.sh/v1alpha1
kind: ScaledObject
metadata:
  name: fastapi-latency-autoscaler
  namespace: default
spec:
  scaleTargetRef:
    apiVersion: apps/v1
    kind: Deployment
    name: model  # update to your actual deployment name

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name: Streamlit CI

on:
  push:
    paths:
      - 'streamlit_app/**'
  workflow_dispatch:

jobs:
  build-and-push:

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# .github/workflows/mlops-pipeline.yml
name: MLOps Pipeline

on:
  push:
    branches: [ main ]
    tags: [ 'v*.*.*' ]
  pull_request:
    branches: [ main ]