hub / github.com/ray-project/ray

github.com/ray-project/ray @ray-2.56.0 sqlite

repository ↗ · DeepWiki ↗ · release ray-2.56.0 ↗

62,105 symbols 338,204 edges 5,294 files 20,843 documented · 34%

Extension points exported contracts — how you extend this code

Represents a reference to an object in the object store. @param The object type. [125 implementers]

java/api/src/main/java/io/ray/api/ObjectRef.java

Base interface of a Ray task's function descriptor. A function descriptor is a list of strings that can uniquely des [6 …

java/runtime/src/main/java/io/ray/runtime/functionmanager/FunctionDescriptor.java

ExampleInterface (Interface)

(no doc) [35 implementers]

java/test/src/main/java/io/ray/test/ExampleInterface.java

RayServeReplica (Interface)

(no doc) [3 implementers]

java/serve/src/main/java/io/ray/serve/replica/RayServeReplica.java

RayFuncVoid1 (Interface)

Functional interface for a remote function that has 1 parameter. [17 implementers]

java/api/src/main/java/io/ray/api/function/RayFuncVoid1.java

TaskSubmitter (Interface)

A set of methods to submit tasks and create actors. [4 implementers]

java/runtime/src/main/java/io/ray/runtime/task/TaskSubmitter.java

StaticDefinedInterface (Interface)

(no doc) [4 implementers]

java/test/src/main/java/io/ray/test/ConcurrencyGroupTest.java

ServeController (Interface)

(no doc) [2 implementers]

java/serve/src/main/java/io/ray/serve/controller/ServeController.java

Core symbols most depended-on inside this repo

get

called by 13706

java/api/src/main/java/io/ray/api/ObjectRef.java

remote

called by 5499

python/ray/train/horovod/config.py

range

called by 4505

python/ray/data/read_api.py

called by 4293

doc/source/serve/doc_code/http_guide/disconnects.py

list

called by 2172

python/ray/dashboard/modules/job/cli.py

join

called by 1784

python/ray/data/dataset.py

items

called by 1768

rllib/policy/policy_map.py

remote

called by 1628

python/ray/util/client/api.py

Shape

Method 32,357

Function 20,676

Class 7,853

Route 1,147

Interface 50

Enum 22

Languages

Python94%

Java4%

TypeScript2%

Modules by API surface

python/ray/_private/thirdparty/pynvml/pynvml.py612 symbols

python/ray/dashboard/client/public/speedscope-1.5.3/speedscope.75eb7d8e.js492 symbols

python/ray/serve/_private/deployment_state.py284 symbols

python/ray/serve/tests/unit/test_deployment_state.py230 symbols

python/ray/serve/_private/test_utils.py228 symbols

python/ray/serve/tests/unit/test_router.py185 symbols

python/ray/data/expressions.py183 symbols

python/ray/tune/tests/test_trial_scheduler.py179 symbols

python/ray/tests/test_actor.py169 symbols

python/ray/data/dataset.py169 symbols

python/ray/serve/tests/unit/test_application_state.py162 symbols

python/ray/tune/tests/test_api.py158 symbols

Used by 6 indexed graphs manifest dependencies, hub-wide

github.com/Alibaba-NLP/DeepResearch

github.com/Jiayi-Pan/TinyZero

github.com/TJU-DRL-LAB/AI-Optimizer

github.com/rllm-org/rllm

github.com/ruc-datalab/DeepAnalyze

github.com/wyf3/llm_related

Dependencies from manifests, versioned

com.puppycrawl.tools:checkstyle8.19 · 1×

org.testng:testng7.5.1 · 1×

@emotion/react11.11.3 · 1×

@emotion/styled11.11.0 · 1×

@mui/icons-material5.15.5 · 1×

@mui/material5.15.5 · 1×

@reduxjs/toolkit1.3.1 · 1×

@testing-library/jest-dom5.16.5 · 1×

@testing-library/react14.3.0 · 1×

@testing-library/user-event14.4.3 · 1×

@types/jest27.5.2 · 1×

@types/js-yaml4.0.5 · 1×

Datastores touched

(mongodb)Database · 1 repos

(mysql)Database · 1 repos

For agents

$ claude mcp add ray \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact