Apache Airflow

  1. Airflow Best Practices and Patterns
    1. DAG Design Principles
      1. Idempotency Requirements
        1. Atomicity of Operations
          1. Single Responsibility Principle
            1. Modularity and Reusability
            2. Code Organization and Structure
              1. Project Structure Standards
                1. DAG File Organization
                  1. Plugin and Utility Organization
                    1. Naming Conventions
                      1. DAG Naming
                        1. Task Naming
                          1. Variable Naming
                          2. Documentation Standards
                            1. Code Comments and Docstrings
                            2. Performance Best Practices
                              1. DAG Parsing Optimization
                                1. Task Design for Performance
                                  1. Resource Usage Optimization
                                    1. Connection Pool Management
                                      1. XCom Usage Guidelines
                                      2. Security Best Practices
                                        1. Credential Management
                                          1. Secret Handling
                                            1. Access Control Implementation
                                              1. Audit Trail Maintenance
                                                1. Network Security
                                                2. Operational Best Practices
                                                  1. Monitoring Strategy
                                                    1. Alerting Configuration
                                                      1. Maintenance Procedures
                                                        1. Capacity Planning
                                                          1. Disaster Recovery Planning
                                                          2. Development Workflow
                                                            1. Local Development Setup
                                                              1. Testing Strategies
                                                                1. Code Review Processes
                                                                  1. Deployment Procedures
                                                                    1. Version Control Strategies
                                                                    2. Troubleshooting Guidelines
                                                                      1. Common Problem Patterns
                                                                        1. Diagnostic Procedures
                                                                          1. Performance Issue Resolution
                                                                            1. Error Recovery Strategies
                                                                            2. Migration and Upgrade Strategies
                                                                              1. Version Upgrade Planning
                                                                                1. DAG Migration Procedures
                                                                                  1. Configuration Migration
                                                                                    1. Testing Migration Changes
                                                                                      1. Rollback Procedures

                                                                                    Previous

                                                                                    14. Scaling and Production Deployment

                                                                                    Go to top

                                                                                    Back to Start

                                                                                    1. Introduction to Apache Airflow