📄️ Architecture
Data Formulator follows a modular microservices architecture designed for scalability and reliability. The system consists of several core components that work together to process and transform data efficiently.
📄️ Installation
Ubuntu Installation
📄️ Configuration
Configuration management in Data Formulator is handled through YAML files located in /etc/dataformulator/. The main configuration file is config.yaml, which contains global settings for the entire system.
📄️ Integration
Data Formulator supports integration with various external systems through APIs, webhooks, and direct database connections. The integration framework is designed to be extensible and supports both real-time and batch processing scenarios.
📄️ Monitoring
Comprehensive monitoring is essential for maintaining Data Formulator in production environments. The system provides built-in metrics collection, alerting capabilities, and integration with popular monitoring tools.
📄️ Maintenance
Regular maintenance ensures optimal performance and prevents issues before they impact production workloads. Establish a maintenance schedule that includes database cleanup, log rotation, and performance optimization tasks.
📄️ Support
Data Formulator provides multiple support channels and troubleshooting resources to help resolve issues quickly and maintain system reliability.
📄️ Upgrade
Upgrading Data Formulator requires careful planning to minimize downtime and ensure data integrity. The upgrade process varies depending on the version jump and deployment configuration.