Advanced topics#
This section covers extended topics on how to use Ray.
- Tips for first-time users
- Starting Ray
- Ray Generators
- Getting started
- Error handling
- Generator from Actor Tasks
- Using the Ray generator with asyncio
- Garbage collection of object references
- Fault tolerance
- Cancellation
- How to wait for generator without blocking a thread (compatibility to ray.wait and ray.get)
- Thread safety
- Limitation
- Deprecated Dynamic Generator
- Using Namespaces
- Cross-language programming
- Working with Jupyter Notebooks & JupyterLab
- Lazy Computation Graphs with the Ray DAG API
- Miscellaneous Topics
- Authenticating Remote URIs in runtime_env
- Lifetimes of a User-Spawn Process