Introduction
An introduction to Sling
Last updated
An introduction to Sling
Last updated
Moving data from one platform to another has long been a critical process. Sling is a modern data movement and transformation platform designed to simplify and streamline data operations. It provides both a powerful CLI tool and a comprehensive platform for managing data workflows between various sources and destinations.
Data Movement: Transfer data between different storage systems and databases efficiently
Flexible Connectivity: Support for numerous databases, data warehouses, and file storage systems
Transformation Capabilities: Built-in data transformation features during transfer
Multiple Operation Modes: Support for various replication modes including full-refresh, incremental, and snapshot
Production-Ready: Deployable with monitoring, scheduling, and error handling
The command-line interface provides direct access to Sling's capabilities, perfect for:
Local development and testing
CI/CD pipeline integration
Automated data operations
Quick data transfers and transformations
You can by running a command like this:
cat my_file.csv | sling run --tgt-conn MYDB --tgt-object my_schema.my_table
The web-based platform offers:
Visual interface for creating and managing data workflows
Agent based architecture for scalable execution
Team collaboration features
Monitoring and alerting
Centralized connection management
Job scheduling and orchestration
Agents are the workers that execute your data operations:
Run in your own infrastructure
Secure access to your data sources
Support for both development and production environments
Database replication and synchronization
Data warehouse loading and ETL operations
File system to database ingestion
Cross-platform data migration
Backup and archival operations
Real-time data copying and transformation
To begin using Sling, you can either:
Use both in combination for a complete data operations solution
Choose the approach that best fits your needs and scale up as your requirements grow.
for local development and testing
for a managed experience
