Description
Description
We're introducing Visual RDB, a new integrated visual debugging experience for Ray applications directly within the Ray Dashboard. This feature allows users to debug distributed actors and tasks through a familiar debugging interface within ray dashboard.
Features
- Live debugging of running Ray actors and tasks without stopping ray application
- Source code navigation to view and navigate through code of distributed components
- Breakpoint management to enable and disable breakpoints across distributed code
- Variable inspection to examine runtime values in the current context
- Call stack navigation to understand execution flow
- Standard debugging controls (continue, pause, step over, step in, step out)
- Multi-thread support for debugging applications with multiple threads
Use case
- Track blocking actors and tasks and find out the root cause
- Inspect variables and state across different nodes in a Ray cluster
- Diagnose race conditions in multi-actor systems by pausing execution at specific points
Description
Description
We're introducing Visual RDB, a new integrated visual debugging experience for Ray applications directly within the Ray Dashboard. This feature allows users to debug distributed actors and tasks through a familiar debugging interface within ray dashboard.
Features
Use case