DevOps¶

This section covers DevOps practices, CI/CD pipelines, and operational automation for Azure Cloud Scale Analytics.

Overview¶

Implement modern DevOps practices to ensure reliable, repeatable deployments and operational excellence across your analytics infrastructure.

Contents¶

CI/CD Pipelines¶

• DevOps Overview - Introduction to DevOps concepts
• Pipeline CI/CD - General pipeline patterns
• Databricks CI/CD - Databricks-specific deployment patterns

Testing¶

• Automated Testing - Testing strategies and frameworks

Security¶

• Security Best Practices - Security in DevOps workflows

Key Topics¶

Infrastructure as Code¶

• Terraform configurations
• ARM/Bicep templates
• Resource provisioning automation

Deployment Automation¶

• Azure DevOps pipelines
• GitHub Actions workflows
• Release management

Monitoring & Observability¶

• Pipeline monitoring
• Deployment tracking
• Alert configuration

Related Resources¶

• Monitoring - Operational monitoring
• Best Practices - General best practices
• Troubleshooting - Issue resolution