Ray Core API# The Ray Core API reference documents Ray Core’s public Python API and CLIs. Each page below covers one group of APIs. Core API Tasks Actors Objects Runtime Context Cross Language Scheduling API Scheduling Strategy Placement Group Runtime Env API Utility Custom Metrics Debugging Exceptions Ray Core CLI Debugging applications Usage Stats Sandbox API Sandbox lifecycle and execution Data structures and status Exceptions State CLI State Log State API State Python SDK State APIs Schema State APIs Exceptions Ray Direct Transport (RDT) API Usage with Core APIs Collective tensor transports Advanced APIs Python SDK API Reference JobSubmissionClient JobStatus JobInfo JobDetails JobType DriverInfo Compiled Graph API Input and Output Nodes DAG Construction Compiled Graph Operations Configurations Programmatic Cluster Scaling ray.autoscaler.sdk.request_resources