​
Jenkins Pipeline

Add the following stage to your Jenkinsfile. It triggers on pushes to the configured branches: 
pipeline {
    agent any
    
    environment {
        ACCESS_TOKEN = credentials('ACCESS_TOKEN')
        API_BASE = 'https://api.codeant.ai'
    }
    
    stages {
        stage('Test Coverage') {
            steps {
                script {
                    // Extract repository information
                    def repoUrl = env.GIT_URL
                    def repoName = ""
                    
                    if (repoUrl && repoUrl.contains('github.com')) {
                        repoName = repoUrl.replaceAll(/.*github\.com[\/:]([^\/]+\/[^\/]+)\.git.*/, '$1')
                    } else if (repoUrl && repoUrl.contains('gitlab.com')) {
                        repoName = repoUrl.replaceAll(/.*gitlab\.com[\/:]([^\/]+\/[^\/]+)\.git.*/, '$1')
                    } else {
                        // Fallback: use a configured value or extract from job name
                        repoName = "org/repo_name" // Replace with your actual repo
                    }
                    
                    def branchName = env.GIT_BRANCH.replaceAll(/^origin\//, '')
                    
                    echo "Running tests and generating coverage"
                    sh """
                        # Activate virtual environment if exists
                        if [ -f .venv/bin/activate ]; then
                            source .venv/bin/activate
                        fi
                        
                        # Install coverage tools
                        pip install coverage pytest
                        
                        # Run tests with coverage
                        coverage run -m pytest tests/
                        coverage xml -o coverage.xml
                        
                        # Display coverage report
                        cat coverage.xml
                    """
                    
                    echo "Fetching coverage-upload script"
                    sh """
                        curl -sS -X GET "${API_BASE}/pr/analysis/coverage/script/get" \\
                            --output upload_coverage.sh.b64
                    """
                    
                    echo " Making script executable"
                    sh """
                        base64 -d upload_coverage.sh.b64 > upload_coverage.sh
                        chmod +x upload_coverage.sh
                    """
                    
                    echo "Uploading coverage and setting status"
                    sh """
                        bash upload_coverage.sh \\
                            -t "${ACCESS_TOKEN}" \\
                            -r "${repoName}" \\
                            -c "${env.GIT_COMMIT}" \\
                            -f coverage.xml \\
                            -p github \\
                            -b "${branchName}"
                    """
                }
            }
            post {
                always {
                    // Archive coverage report
                    archiveArtifacts artifacts: 'coverage.xml', allowEmptyArchive: true
                    
                    // Clean up temporary files
                    sh """
                        rm -f upload_coverage.sh upload_coverage.sh.b64
                    """
                }
                success {
                    echo " Coverage report uploaded successfully"
                }
                failure {
                    echo "Failed to upload coverage report"
                }
            }
        }
    }
}
For monorepo projects, add the module name parameter -m module_name to the upload script. You can upload multiple coverage files using multiple -m flags.

​
Credentials Configuration

Add your access token to Jenkins credentials:
  1. Go to Manage Jenkins -> Credentials -> System -> Global credentials
  2. Click Add Credentials
  3. Select Secret text as the kind
  4. Enter ACCESS_TOKEN as the ID
  5. Paste your Github access token as the secret
  6. Add a description like “CodeAnt Access Token”
  7. Click Create

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Token Permissions

The access token requires the following permissions:
  • Metadata: Read-only access
  • Commit statuses: Read and write access
These permissions allow the token to access repository metadata and update commit status checks for coverage reporting.

​
Coverage config file

You have to create a .coveragerc file in the project’s root folder to include all the source files in the test coverage calculation. Example: 
# include every Python file under the repo root
source = .

# exclude tests, virtualenvs, build artifacts, etc.
omit =
    */tests/*
    */.venv/*
    */build/*
    */dist/*
When you assign source to ”.” , It checks for every python file in the root folder and its sub directories. You can omit some directories by placing them in the omit section of the file.

​
How it works

With the above configuration:
  1. coverage run -m pytest tests/ will count every .py under the workspace as “valid” lines except for those in the omitted directories.
  2. Lines actually executed by your tests are marked “covered.”
  3. coverage xml -o coverage.xml produces a Cobertura-style report reflecting true coverage over the entire codebase.
  4. Using this coverage xml, we calculate the coverage percentage and the status check will be done on every new push to the branch.

​
Troubleshooting

​
Coverage file not found

If the coverage file is not generated:
  • Verify tests are running successfully
  • Check that coverage is installed: pip install coverage
  • Ensure the correct test command is used
  • Check the working directory

​
Upload fails with authentication error

If you see “Access token invalid”:
  • Verify the ACCESS_TOKEN credential is correctly configured
  • Ensure the token has the required permissions
  • Check that the credential ID matches exactly

​
Coverage percentage is 0%

If coverage shows 0%:
  • Check your .coveragerc configuration
  • Verify the source paths are correct
  • Ensure tests are actually exercising the code
  • Check omit patterns aren’t excluding too much

​
Branch name extraction issues

If the branch name is incorrect:
  • Debug with echo "Branch: ${env.GIT_BRANCH}"
  • Handle different branch name formats
  • Consider using env.BRANCH_NAME for multibranch pipelines