Lakehouse Studio
Lakehouse Studio is Singdata Lakehouse's unified data development and governance platform, providing a complete workflow from data ingestion, processing, and analysis to operations.
What is Lakehouse Studio
Studio is a web-based graphical interface natively provided by Lakehouse. Users can perform all data operations through a browser without writing code or using command-line tools.
Core Positioning: A one-stop data platform entry point, covering the daily needs of data engineers, analysts, and operations personnel.
Six Core Modules
| Module | Function | Typical Users |
|---|---|---|
| Data Sync | Visually configure data sources, supporting offline batch sync and real-time CDC sync for 40+ data sources | Data Engineers |
| Task Development | Visual IDE for writing SQL/Python/Shell tasks, supporting composite tasks, loops, branching, and other orchestration | Data Engineers |
| Task Scheduling | Cron scheduling + dependency management, automatically orchestrating upstream and downstream tasks | Data Engineers |
| Operations Monitoring | View task run status, logs, duration, configure alert rules and backfill operations | Data Operations |
| Data Catalog | Manage table/view metadata, configure data quality rules, cross-instance data sharing | Data Governance |
| Analysis | Interactive Notebook, supporting SQL query result visualization and data profiling | Data Analysts |
Relationship Between Studio and CLI
| Dimension | Studio | CLI / SQL |
|---|---|---|
| Usage Mode | Browser graphical interface | Command line / JDBC / SDK |
| Applicable Scenarios | Daily development, task orchestration, operations monitoring | Automation scripts, CI/CD, AI Agent |
| Learning Curve | Low (visual operations) | Medium (requires SQL/command syntax knowledge) |
| Recommended Users | Data engineers, analysts, operations personnel | Developers, AI Agents, automation workflows |
The two complement each other: Studio is suitable for daily development and visual operations, while CLI is suitable for automation and integration scenarios.
Quick Start
- Lakehouse Studio Quick Tour -- Understand interface layout and feature entry points
- Lakehouse Studio Getting Started Guide -- Start using Studio from scratch
- DataGPT Quick Tour -- AI-assisted data analysis
Related Documentation
- Studio Manual -- Complete feature descriptions
- Task Development and Scheduling -- Detailed guide for task development
- Data Synchronization -- Data source configuration and sync tasks
- Operations Monitoring -- Task operations and alert configuration