1 Release published by 1 person

• ray-2.32.0 Ray-2.32.0

  published Jul 10, 2024

102 Pull requests merged by 28 people

• [doc] correct a typo in the parameter server example

  #45927 merged Jul 12, 2024

• [ci] fix horovod master test

  #46602 merged Jul 12, 2024

• [test] fix test_pip_with_env_vars for python 3.12 support (#46591)

  #46605 merged Jul 12, 2024

• [test] fix test_pip_with_env_vars for python 3.12 support

  #46591 merged Jul 12, 2024

• [ci] split window serve jobs into two

  #46595 merged Jul 12, 2024

• [RLlib] Fix sample_timeout_s setting being ignored by PPO/DQN/SAC/... on old API stack.

  #46594 merged Jul 12, 2024

• [test] disable test_runtime_env_cache_with_pip_check on python 3.12 (#46581)

  #46600 merged Jul 12, 2024

• [Docs][Kuberay] Create an example doc for Modin

  #46345 merged Jul 12, 2024

• [test] runtime env pip version pinned to 24.1.2 for python 3.12 support

  #46584 merged Jul 12, 2024

• [image] upgrade to 22.04 for real

  #46589 merged Jul 12, 2024

• [test] disable test_runtime_env_cache_with_pip_check on python 3.12

  #46581 merged Jul 12, 2024

• setup-dev.py: remove outdated dashboard link

  #46585 merged Jul 12, 2024

• [data] fix doc build

  #46587 merged Jul 12, 2024

• Update shipped dependencies for 2.32.0 pre cut

  #46558 merged Jul 11, 2024

• [Docs] Fix dark mode table visibility issues

  #46203 merged Jul 11, 2024

• [test] skip test_run_in_virtualenv in py312

  #46578 merged Jul 11, 2024

• [test] runtime env pip version pinned to 24.1.2 for python 3.12 support

  #46574 merged Jul 11, 2024

• [lint] fix : add extra line between function

  #46582 merged Jul 11, 2024

• [Data] Deprecate Dataset.get_internal_block_refs()

  #46455 merged Jul 11, 2024

• [data][doc] auto-generate dataset api documentation

  #46557 merged Jul 11, 2024

• [Data] Replace lambda mutable default arguments

  #46493 merged Jul 11, 2024

• [core][logging] Add a unix timestamp for the structured logger

  #46074 merged Jul 11, 2024

• [ci] deflake serve window tests

  #46560 merged Jul 11, 2024

• docs: update ray summit banner text

  #46542 merged Jul 11, 2024

• [ci] deflake //python/ray/tests:test_implicit_resource

  #46572 merged Jul 11, 2024

• [test] skip test_run_in_virtualenv in py312

  #46577 merged Jul 11, 2024

• [Data] Add unit to progress bars

  #46432 merged Jul 11, 2024

• [Serve] Fix return type of _DeploymentHandleBase._get_or_create_router

  #46480 merged Jul 11, 2024

• [release auto] block pre-release jobs when RAY_VERSION is specified

  #46568 merged Jul 11, 2024

• [Core] Replace lambda default arguments

  #46554 merged Jul 11, 2024

• Update starting-ray.rst to fix broken link

  #46475 merged Jul 11, 2024

• [Serve] Add status code to retry when request timed out

  #46527 merged Jul 11, 2024

• remove "dask-expr" from requirements_compiled.txt

  #46566 merged Jul 11, 2024

• docs: update GTM tag

  #46549 merged Jul 11, 2024

• compile dependencies with python 3.12

  #46561 merged Jul 11, 2024

• [core] Add 1s timeout in RPC to CoreWorkerService.NumPendingTasks in GcsJobManager::HandleGetAllJobInfo

  #46335 merged Jul 11, 2024

• upgrade cuda

  #46555 merged Jul 11, 2024

• Update shipped dependencies for 2.32.0

  #46559 merged Jul 11, 2024

• [Data] Set for better performance in loop

  #46541 merged Jul 11, 2024

• [doc][api] fix check for auto-generated api docs

  #46543 merged Jul 11, 2024

• [Data] Rename _estimated_output_blocks to _estimated_num_output_bundles

  #46547 merged Jul 10, 2024

• [data] lint fixes on unnecessary comprehension

  #46463 merged Jul 10, 2024

• [Data] Remove dead InputDataBuffer._set_num_output_blocks

  #46546 merged Jul 10, 2024

• [Data] Add snowflake-connector-python to test requirements

  #46544 merged Jul 10, 2024

• [Doc] Fix security doc link

  #46352 merged Jul 10, 2024

• [doc][api] recursively get all rsts from the head file

  #46530 merged Jul 10, 2024

• [Data] Add decord to test dependencies

  #46526 merged Jul 10, 2024

• [core] Add more methods to GcsClient Accessors.

  #46359 merged Jul 10, 2024

• [Data] Update Dataset.count() to avoid unnecessarily keeping BlockRefs in-memory

  #46369 merged Jul 10, 2024

• [spark] Fix Ray on Spark fractional GPU error

  #46443 merged Jul 10, 2024

• [serve] deflake test_serve_dashboard

  #46535 merged Jul 10, 2024

• [RLlib] Cleanup examples folder 20: Add example script for new API stack and two separate optimizers (w/ different learning rates).

  #46540 merged Jul 10, 2024

• [Core] Fix structured logging to use explicit value (#46523)

  #46534 merged Jul 10, 2024

• Add perf metrics for 2.32.0

  #46478 merged Jul 10, 2024

• [dashboard] revert back to pushd and popd for win build

  #46532 merged Jul 10, 2024

• [ci] fix bazel version in window flaky tests

  #46533 merged Jul 10, 2024

• [core] fix structured logging to use explicit value

  #46523 merged Jul 10, 2024

• [core][experimental] Check whether the channel is closed for the shared memory write operation

  #46508 merged Jul 10, 2024

• [core][experimental] Support multiple readers for IntraProcessChannel

  #46431 merged Jul 10, 2024

• [ci] split window flaky tests into smaller jobs

  #46531 merged Jul 10, 2024

• [Release] Use with clause to make sure result json file is closed properly

  #46484 merged Jul 10, 2024

• [ci] do not block windows on release automation run

  #46520 merged Jul 10, 2024

• Revert https://github.com/ray-project/ray/pull/46393

  #46517 merged Jul 10, 2024

• [image] fix manual docker image building script

  #46490 merged Jul 10, 2024

• [dashboard] remove symbolic link

  #46461 merged Jul 10, 2024

• [Core] Rename state_ts to state_ts_ns to indicate that the unit is nanosecond

  #46518 merged Jul 10, 2024

• [github action] limit branches of pr sync hook

  #46487 merged Jul 9, 2024

• [ci] promote kevin to reviewer

  #46514 merged Jul 9, 2024

• [wheel] exclude 3rd-party __pycache__ and tests dir

  #46405 merged Jul 9, 2024

• [doc] buildifier format doc/BUILD

  #46458 merged Jul 9, 2024

• [core] add "last exception" to error message when GCS connection fails in ray.init().

  #46516 merged Jul 9, 2024

• Revert "docs: warn about running multiple local Ray instances (#45836)"

  #46515 merged Jul 9, 2024

• [core] catch exception in async_callback (#46488)

  #46519 merged Jul 9, 2024

• [Dashboard] Correct the event time of failed tasks

  #46439 merged Jul 9, 2024

• [rllib] only run rllib gpu tests on rllib changes

  #46509 merged Jul 9, 2024

• [core] catch exception in async_callback

  #46488 merged Jul 9, 2024

• [Data] Prevent from_pandas from combining input blocks

  #46363 merged Jul 9, 2024

• [Core] Task status should start with PENDING_ARGS_AVAIL when retry

  #46494 merged Jul 9, 2024

• docs: warn about running multiple local Ray instances

  #45836 merged Jul 9, 2024

• [ci] remove nvidia-disable-check

  #46491 merged Jul 9, 2024

• Revert "[Data] Change offsets to int64 and change to LargeList for ArrowTensorArray"

  #46511 merged Jul 9, 2024

• Add section on launching clusters on Kubernetes to Getting Started

  #46149 merged Jul 9, 2024

• [core] move cluster_id to GcsClientOptions, and sends RPC to get it if absent.

  #46358 merged Jul 9, 2024

• [rllib] skip rllib gpu test on premerge

  #46504 merged Jul 9, 2024

• [RLlib] - Enable multi-learner setup for hybrid stack BC

  #46436 merged Jul 9, 2024

• [Data] Change offsets to int64 and change to LargeList for ArrowTensorArray

  #45352 merged Jul 9, 2024

• [dashboard] apply isort to dashboard dir

  #46483 merged Jul 8, 2024

• [Core] Add object back to memory store when object recovery is skipped

  #46460 merged Jul 8, 2024

• CI: enable jemalloc in release tests

  #46393 merged Jul 8, 2024

• [doc] update read_csv api comment

  #46466 merged Jul 8, 2024

• [Doc] Update visibility of the search button

  #46237 merged Jul 8, 2024

• [release auto] fix bash styling stuff in osx wheel verify script

  #46471 merged Jul 8, 2024

• [Serve] Avoid looping over all snapshot ids for each long poll request

  #45881 merged Jul 8, 2024

• docs: setup unified GTM

  #46290 merged Jul 8, 2024

• [doc] drop ray-ml reference in runtime env

  #46388 merged Jul 8, 2024

• [RLlib] Replace all Mapping typehints with Dict.

  #46474 merged Jul 8, 2024

• [RLlib] Enable complex action spaces with stateful modules.

  #46468 merged Jul 8, 2024

• [RLlib] Cleanup examples folder vol19: Add example script for custom loss function (new API stack).

  #46445 merged Jul 8, 2024

• [release] change version to 2.32.0

  #46470 merged Jul 8, 2024

• [ray client] lint: do not use comprehension

  #46465 merged Jul 7, 2024

• [ray client] use is / is not on type check

  #46464 merged Jul 7, 2024

• [release-auto] smartly detect ray version and commit

  #46456 merged Jul 7, 2024

29 Pull requests opened by 21 people

• [doc test] tests hashes of external examples

  #46457 opened Jul 6, 2024

• [Doc] Add Algolia search to docs

  #46477 opened Jul 8, 2024

• [Serve/Logs] Break serve status details across multiple lines

  #46486 opened Jul 8, 2024

• Accelerated DAG: Support channel writes larger than the max gRPC payload size

  #46498 opened Jul 9, 2024

• python/ray/autoscaler/gcp/*.yaml: change scheduling from dict to list

  #46500 opened Jul 9, 2024

• [RLlib] Optimize rnn_sequencing performance

  #46502 opened Jul 9, 2024

• Bump zipp from 3.17.0 to 3.19.1 in /python

  #46513 opened Jul 9, 2024

• [autoscaler][aws] Fix replace cloudwatch alarm config

  #46537 opened Jul 10, 2024

• [Core]Fix the issue of actor tasks hanging during resubmission

  #46539 opened Jul 10, 2024

• [Data] [1/n] Fix dependency related Ray Data tests for Python 3.12

  #46545 opened Jul 10, 2024

• [Data] Enable streaming json read

  #46550 opened Jul 10, 2024

• [dont review] release 2.10.0+pinterest1

  #46551 opened Jul 10, 2024

• [RLlib] Replace lambda default argument

  #46553 opened Jul 10, 2024

• [dashboard] don't prepend "0" or "1" on non streaming logs

  #46556 opened Jul 11, 2024

• [Core] Fix ObjectFetchTimedOutError

  #46562 opened Jul 11, 2024

• [Ray Dashboard] make memory profile href link relative path

  #46564 opened Jul 11, 2024

• soloved ScalingConfig issue

  #46565 opened Jul 11, 2024

• [WIP][core][experimental][1/n] Readers across different nodes

  #46567 opened Jul 11, 2024

• Fix mlflow artifact logging

  #46570 opened Jul 11, 2024

• [Data] Update `ExecutionPlan.execute_to_iterator()` to return `RefBundles` instead of `(Block, BlockMetadata)`

  #46575 opened Jul 11, 2024

• [Train] Replace lambda default arguments

  #46576 opened Jul 11, 2024

• Fix return type annotation for parse_placement_group_resource_str.

  #46583 opened Jul 11, 2024

• [util] remove pygloo support

  #46590 opened Jul 12, 2024

• [Tune] Replace lambda default arguments

  #46596 opened Jul 12, 2024

• docs: update readme to include debugger

  #46597 opened Jul 12, 2024

• small ui fixes to the serve page

  #46599 opened Jul 12, 2024

• [Data] Allow unknown estimate of operator output bundles and `ProgressBar` totals

  #46601 opened Jul 12, 2024

• [ADAG] Fix DAG input

  #46604 opened Jul 12, 2024

• [Doc] Switch to RTD search

  #46606 opened Jul 12, 2024

52 Issues closed by 13 people

• CI test linux:https://rllib:learning_tests_multi_agent_cartpole_appo_gpu is flaky

  #46316 closed Jul 13, 2024

• CI test windows:https://python/ray/tests:test_actor_retry is flaky

  #43845 closed Jul 12, 2024

• CI test linux:https://rllib:learning_tests_cartpole_appo_fake_gpus_old_api_stack is consistently_failing

  #45402 closed Jul 12, 2024

• CI test linux:https://python/ray/dashboard:test_serve_dashboard is flaky

  #46459 closed Jul 12, 2024

• CI test windows:https://python/ray/serve/tests:test_model_composition is flaky

  #46449 closed Jul 12, 2024

• Ray Rllib+Tune does not check if the stopping condition metric exist

  #46593 closed Jul 12, 2024

• Release test microbenchmark_unstable failed

  #46291 closed Jul 12, 2024

• CI test linux:https://rllib:examples/offline_rl/pretrain_bc_single_agent_evaluate_as_multi_agent is flaky

  #46338 closed Jul 11, 2024

• [Docs] First time users table is not easily visible in dark mode

  #44072 closed Jul 11, 2024

• CI test windows:https://python/ray/tests:test_implicit_resource is consistently_failing

  #43849 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_regression is consistently_failing

  #46450 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_metrics is consistently_failing

  #45843 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_long_poll is consistently_failing

  #46044 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_kv_store is consistently_failing

  #46042 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_enable_task_events is consistently_failing

  #46026 closed Jul 11, 2024

• CI test windows:https://python/ray/serve/tests:test_deploy_app is consistently_failing

  #46448 closed Jul 11, 2024

• [Ray Core] Add a `timestamp_ns` for the structured logger

  #46050 closed Jul 11, 2024

• [Data] Unclear what "it" represents in progress bars

  #46383 closed Jul 11, 2024

• [Core] Getting the job list from gcs might hang, causing /api/jobs to time out.

  #40922 closed Jul 11, 2024

• CI test windows:https://python/ray/tests:test_reference_counting_2 is flaky

  #45964 closed Jul 11, 2024

• [Data] Inefficient iteration over Arrow table columns

  #46482 closed Jul 11, 2024

• 【Ray doc】Can't access ray-security doc

  #46350 closed Jul 10, 2024

• Ray on Spark fractional GPU error calling setup_ray_cluster

  #39537 closed Jul 10, 2024

• Release test single_node_oom.aws failed

  #46536 closed Jul 10, 2024

• [core][experimental] Support multiple readers for IntraProcessChannel

  #46469 closed Jul 10, 2024

• Python 3.12: test `python/ray/tests/test_logging_2.py::TestTextModeE2E` failed

  #46522 closed Jul 10, 2024

• Ray + pynndescent (numba) compatibility issue

  #44714 closed Jul 10, 2024

• CI test linux:https://python/ray/data:test_streaming_integration is flaky

  #43481 closed Jul 10, 2024

• Failed to start the dashboard , return code 1

  #45871 closed Jul 10, 2024

• Ray installation in Azure fail for timeout

  #44525 closed Jul 10, 2024

• [Core] ray.init() stuck at "Started a local Ray instance."

  #37373 closed Jul 10, 2024

• CI test linux:https://rllib:examples/learners/custom_loss_fn_simple is flaky

  #46510 closed Jul 9, 2024

• CI: `test_on_completed_callback_refcount` failed on Python 3.12

  #46452 closed Jul 9, 2024

• Release test torch_batch_inference_1_gpu_10gb_parquet.aws failed

  #46495 closed Jul 9, 2024

• Release test torch_batch_inference_16_gpu_300gb_parquet.aws failed

  #46496 closed Jul 9, 2024

• Release test stable_diffusion_benchmark.aws failed

  #46499 closed Jul 9, 2024

• [docs] [kuberay] Add instructions and link to RayClusters Quickstart in top level Getting Started

  #42129 closed Jul 9, 2024

• [CI] `linux:https://rllib:learning_tests_cartpole_crashing_and_stalling_appo` is failing/flaky on master.

  #41792 closed Jul 9, 2024

• Release test rllib_learning_tests_impala_old_api_stack_tf.aws failed

  #44551 closed Jul 9, 2024

• Release test rllib_learning_tests_sac_tf.aws failed

  #44550 closed Jul 9, 2024

• Release test rllib_learning_tests_appo_old_api_stack_tf.aws failed

  #44549 closed Jul 9, 2024

• Release test rllib_learning_tests_ppo_old_stack_tf.aws failed

  #44548 closed Jul 9, 2024

• Release test rllib_learning_tests_dqn_old_api_stack_tf.aws failed

  #44547 closed Jul 9, 2024

• Release test rllib_learning_tests_cql_old_api_stack_tf.aws failed

  #44521 closed Jul 9, 2024

• Release test rllib_learning_tests_bc_hybrid_api_stack_tf2.aws failed

  #43703 closed Jul 9, 2024

• Release test rllib_learning_tests_appo_hybrid_api_stack_torch.aws failed

  #43705 closed Jul 9, 2024

• Release test rllib_learning_tests_dqn_old_api_stack_torch.aws failed

  #43710 closed Jul 9, 2024

• Release test rllib_learning_tests_marwil_old_api_stack_tf.aws failed

  #44553 closed Jul 9, 2024

• [docs] Dark mode > search bar has low visibility

  #43566 closed Jul 8, 2024

• [RLlib] Action masking example with new API stack error

  #44452 closed Jul 8, 2024

• CI test linux:https://rllib:learning_tests_multi_agent_cartpole_crashing_appo_old_api_stack is flaky

  #45693 closed Jul 8, 2024

• CI test windows:https://python/ray/tests:test_object_spilling_debug_mode is consistently_failing

  #43796 closed Jul 6, 2024

30 Issues opened by 29 people

• Accelerated DAG: Ensure chunks are received in order on the receiver node

  #46603 opened Jul 12, 2024

• [Core] Allow library to pass attributes to Ray's structured logger

  #46598 opened Jul 12, 2024

• [RLlib] Configurable log path/directory when using the train() API

  #46592 opened Jul 12, 2024

• [CORE][CLUSTER] Ray Autoscaler Overprovisioning Resources on AWS

  #46588 opened Jul 12, 2024

• [Core] Benchmarking response size of gRPC calls that Ray/RayServe uses, from a network egress traffic cost perspective

  #46580 opened Jul 11, 2024

• [Data] Update Data progress bars to use `row` as the iteration unit

  #46579 opened Jul 11, 2024

• PP + DAG

  #46573 opened Jul 11, 2024

• [air] MLFlowLoggerCallback Does not include Artifacts

  #46569 opened Jul 11, 2024

• [<Ray component: Core>] num_gpus not working with ROCM devices

  #46563 opened Jul 11, 2024

• [Cluster] ray running inside docker on a cloud VM losing GPU access after few hours

  #46552 opened Jul 10, 2024

• [<Ray component: Serve>] Worker node is killed after starting with reason of missing too many heartbeat checks

  #46548 opened Jul 10, 2024

• [Core] The actor task hangs when it is re-submitted

  #46538 opened Jul 10, 2024

• [core][experimental] Handle leaf node in accelerated DAG

  #46528 opened Jul 9, 2024

• RLLib: Vectorized Mult Agent Envs

  #46521 opened Jul 9, 2024

• [core] Using pybind11 to replace Cython bindings

  #46512 opened Jul 9, 2024

• [Data / Train] Inconsistent type conversion when using `map_batches` and preprocessors

  #46507 opened Jul 9, 2024

• [Ultralytics][Ray Tune] not reporting GPU usage

  #46506 opened Jul 9, 2024

• Error in example tune_tensorflow_autoencoder_example.py

  #46505 opened Jul 9, 2024

• [Core] Ray GCS should expose a KillNode rpc

  #46503 opened Jul 9, 2024

• ray.tune.error.TuneError: ('Trials did not complete', [A3C_A3C_four_way_train-v0_ff741_00000])

  #46501 opened Jul 9, 2024

• [Serve] Calculate autoscaling decisions over whole scale_delay_s period

  #46497 opened Jul 9, 2024

• [Ray Autoscaler] Autoscaler kills working nodes unexpectedly

  #46492 opened Jul 9, 2024

• [core] Fiber vs thread_local SIGSEGV in Actor async methods

  #46489 opened Jul 8, 2024

• [Data] `read_json` reads whole file into memory

  #46485 opened Jul 8, 2024

• [Data] Databricks UC Datasource schema() is not callable

  #46481 opened Jul 8, 2024

• [Data] Enhancement Proposal: Persistent Actors for Ray Dataset Pipeline

  #46479 opened Jul 8, 2024

• Ray Train incompatible broken with XGBoost 2.1.0

  #46476 opened Jul 8, 2024

• [Ray autoscaler v2] Can't scaler up when using autoscaler v2

  #46473 opened Jul 8, 2024

• [RLlib] Error when running pettingzoo_parameter_sharing.py on an environment in pettingzoo.mpe

  #46472 opened Jul 8, 2024

• SET STATIC NODEPORT WHEN DEPLOY RAY CLUSTER

  #46467 opened Jul 7, 2024

104 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [Train] Update run status and actor status for train runs.

  #46395 commented on Jul 12, 2024 • 39 new comments

• [RLlib] Make most RLlib components implementers of the new `Checkpointable` API for unified checkpointing experience.

  #46435 commented on Jul 12, 2024 • 35 new comments

• [doc] Added MNIST training using KubeRay doc page

  #46123 commented on Jul 12, 2024 • 12 new comments

• fix dashboard process reporting on windows

  #45578 commented on Jul 12, 2024 • 4 new comments

• [Doc][KubeRay] Add KubeRay image resize example to Ray doc page

  #46447 commented on Jul 12, 2024 • 4 new comments

• [RFC][python 3.12] upgrade pytorch

  #46256 commented on Jul 12, 2024 • 2 new comments

• [Data] Add read API for Delta sharing tables

  #46072 commented on Jul 12, 2024 • 2 new comments

• add more execution and iteration metrics to prometheus

  #44971 commented on Jul 8, 2024 • 1 new comment

• [Dashboard] Add cleanup of `job_table` in `delete_job`

  #46173 commented on Jul 11, 2024 • 1 new comment

• [Data] Add support for objects to Arrow blocks

  #45272 commented on Jul 12, 2024 • 1 new comment

• [RLlib] Remove all remaining usages of `NestedDict`.

  #46446 commented on Jul 9, 2024 • 1 new comment

• fix performance bug in arrow to numpy transform

  #46433 commented on Jul 7, 2024 • 0 new comments

• [Serve] downscaling_factor logic is broken for no-scaling decisions

  #46148 commented on Jul 12, 2024 • 0 new comments

• [runtime_env] Passing NFS path to runtime_env raises error due to ValueError: ZIP does not support timestamps before 1980

  #46379 commented on Jul 11, 2024 • 0 new comments

• Python 3.12 alpha support

  #45904 commented on Jul 11, 2024 • 0 new comments

• [in-progress] Readers across different nodes - ADAG Developer Preview - Test Coverage

  #46269 commented on Jul 11, 2024 • 0 new comments

• [Data] Arguments for specifying ray_remote_args are not consistent among the APIs

  #40673 commented on Jul 11, 2024 • 0 new comments

• [Ray Dashboard] The format of the GPU profile file downloaded from the dashboard is incorrect

  #46240 commented on Jul 11, 2024 • 0 new comments

• [<Ray component: RLlib] module 'numpy' has no attribute 'product'

  #46250 commented on Jul 11, 2024 • 0 new comments

• [Workflow] Ray workflow does not work in kuberay rayjob

  #37607 commented on Jul 11, 2024 • 0 new comments

• CI test linux:https://rllib:learning_tests_multi_agent_cartpole_impala_multi_gpu is flaky

  #46225 commented on Jul 11, 2024 • 0 new comments

• [Dashboard] Decoupling dashboard and dashboard lifetime from Ray Cluster

  #46444 commented on Jul 11, 2024 • 0 new comments

• [Data] More GPUs in progress bar summary than actually running

  #46384 commented on Jul 10, 2024 • 0 new comments

• [Ray Air] ArrowVariableShapedTensorArray with LargeListArray

  #46434 commented on Jul 10, 2024 • 0 new comments

• [Core] ray.init() hangs/fails after "Started a local Ray instance."

  #31897 commented on Jul 10, 2024 • 0 new comments

• [RLLib] Evaluation duration doesn't match with results num episodes for evaluation

  #46412 commented on Jul 10, 2024 • 0 new comments

• Setup Commands not running with Ray Cluster on GCP

  #46451 commented on Jul 10, 2024 • 0 new comments

• Release test long_running_apex.aws failed

  #40950 commented on Jul 10, 2024 • 0 new comments

• EOFError error during remote_worker_envs flags

  #46346 commented on Jul 9, 2024 • 0 new comments

• [DAG] cpu tensor returned by DAG actor method gets automatically converted to gpu tensor

  #46440 commented on Jul 9, 2024 • 0 new comments

• [python 3.12][rllib] fix tests for python 3.12

  #46221 commented on Jul 9, 2024 • 0 new comments

• [RLlib] - `Algorithm.add_module` does not use the `module_state` argument.

  #46247 commented on Jul 9, 2024 • 0 new comments

• [Core] Use real CPU count available to a Ray process

  #46424 commented on Jul 11, 2024 • 0 new comments

• [serve] Update docs on max ongoing requests default change

  #46414 commented on Jul 9, 2024 • 0 new comments

• for wheel verification..

  #46402 commented on Jul 11, 2024 • 0 new comments

• [RLlib] Rename all np.product usage to np.prod

  #46317 commented on Jul 11, 2024 • 0 new comments

• [Dashboard] Fix the display of task/actor GPU info.

  #46295 commented on Jul 10, 2024 • 0 new comments

• [Dashboard] Display accelerators info on demand, add Huawei Ascend NPU monitoring.

  #46287 commented on Jul 10, 2024 • 0 new comments

• [core] The New GcsClient binding

  #46186 commented on Jul 12, 2024 • 0 new comments

• [train] Sort workers by node ID rather than by node IP

  #46163 commented on Jul 12, 2024 • 0 new comments

• [RLlib] Single-GPU, multi-CPU (Learner), multi-GPU tests for DQN/SAC single-/multi-agent setups in new API stack.

  #46153 commented on Jul 12, 2024 • 0 new comments

• Bump ws from 7.5.9 to 7.5.10 in /dashboard/client

  #46096 commented on Jul 10, 2024 • 0 new comments

• Bump braces from 3.0.2 to 3.0.3 in /dashboard/client

  #46082 commented on Jul 10, 2024 • 0 new comments

• [Serve] Expose Serve app source in `get_serve_instance_details`

  #45522 commented on Jul 8, 2024 • 0 new comments

• blind try on ubuntu upgrade ..

  #45427 commented on Jul 12, 2024 • 0 new comments

• [testing] cumulative pinterest upgrades for 2.10

  #45000 commented on Jul 8, 2024 • 0 new comments

• [RLlib] Initial design for Ray-Data based offline RL Algos (on new API stack).

  #44969 commented on Jul 12, 2024 • 0 new comments

• verify windows wheels.

  #43442 commented on Jul 13, 2024 • 0 new comments

• [Tune][Air] Fix MLflowLoggerCallback to enable its use with PBT (#27783)

  #42182 commented on Jul 8, 2024 • 0 new comments

• [Runtime Env] working dir refactor

  #36953 commented on Jul 8, 2024 • 0 new comments

• lonnie's workspace

  #36406 commented on Jul 10, 2024 • 0 new comments

• [air] Artifact syncing doesn't work for ddp workers

  #34475 commented on Jul 12, 2024 • 0 new comments

• [Core] Enormous memory usage scanning PyArrow Dataset in Ray worker

  #46366 commented on Jul 8, 2024 • 0 new comments

• [Serve] Make `max_num_models_per_replica` in `@serve.multiplexed` reconfigurable

  #46422 commented on Jul 8, 2024 • 0 new comments

• [Ray Head] How to ensures the High reliability of ray head?

  #46354 commented on Jul 8, 2024 • 0 new comments

• [ Core] cannot serialize polars.LazyFrame

  #46343 commented on Jul 8, 2024 • 0 new comments

• RPC issues with changing network topology

  #46301 commented on Jul 8, 2024 • 0 new comments

• [Serve] Expose internal VLLM metrics

  #46360 commented on Jul 8, 2024 • 0 new comments

• [SERVE] tracing_startup_hook doesn't work

  #46357 commented on Jul 8, 2024 • 0 new comments

• [Ray security] The redis password in ray head is plaintext password

  #46351 commented on Jul 8, 2024 • 0 new comments

• [Core] Allow customizing session name

  #46281 commented on Jul 8, 2024 • 0 new comments

• [Ray Core]: Cannot find gpu on Jetson AGX Orin

  #46263 commented on Jul 8, 2024 • 0 new comments

• [tune] Don't re-evaluate HyperOpt's points_to_evaluate

  #46325 commented on Jul 8, 2024 • 0 new comments

• [Data] Execution hangs when there are many operators in the pipeline

  #46319 commented on Jul 8, 2024 • 0 new comments

• [tune==2.10.0] TypeError: _setup_ray_cluster() missing 1 required keyword-only argument: 'num_worker_nodes'

  #44295 commented on Jul 8, 2024 • 0 new comments

• [Ray Core] Actor On Finish Function

  #46258 commented on Jul 8, 2024 • 0 new comments

• [Job] Ray job log streaming misses to report the last log line

  #46413 commented on Jul 8, 2024 • 0 new comments

• [<Ray component: data] `ray.data.read_text` raise `numpy.core._exceptions._ArrayMemoryError: Unable to allocate`

  #46293 commented on Jul 8, 2024 • 0 new comments

• Data: `PandasBlockAccessor` does not have the attribute `_munge_conflict`

  #46275 commented on Jul 8, 2024 • 0 new comments

• [Data] Support read Hudi table as a DataSource

  #46272 commented on Jul 8, 2024 • 0 new comments

• Create a graph that shows a ratio of cpu utilization / logical cpu per task name?

  #45910 commented on Jul 8, 2024 • 0 new comments

• [Data] Error converting dtype category to Arrow

  #41974 commented on Jul 8, 2024 • 0 new comments

• Release test dataset_shuffle_push_based_sort_1tb.aws failed

  #44085 commented on Jul 8, 2024 • 0 new comments

• [Data] Ray Data read_webdataset assumes files are ordered by key when reading a tarfile

  #44068 commented on Jul 8, 2024 • 0 new comments

• [RLlib + Tune] PermissionError: [WinError 5] Access is denied: '../.tmp_generator' -> '..basic-variant-state-..' while training with ``Tuner``

  #43702 commented on Jul 7, 2024 • 0 new comments

• [RLlib] 'PPOConfig' object has no attribute 'env_runners'

  #45665 commented on Jul 7, 2024 • 0 new comments

• Rllib: Fractional GPU setup

  #46176 commented on Jul 6, 2024 • 0 new comments

• [Dashboard] Kill a job

  #30182 commented on Jul 6, 2024 • 0 new comments

• Exception raised in creation task: The actor died because of an error raised in its creation task, ray::RolloutWorker.__init__()

  #46322 commented on Jul 9, 2024 • 0 new comments

• [RLLib] Want to update PolicyClient and PolicyServerInput to the new API stack

  #46430 commented on Jul 9, 2024 • 0 new comments

• [RLlib]: PPO agent training error: Invalid NaN values in Normal distribution parameters

  #46442 commented on Jul 9, 2024 • 0 new comments

• Feature Request: Python API to get current Ray cluster information

  #14998 commented on Jul 9, 2024 • 0 new comments

• [core] autoscaler occasionally goes into exception loop when using preemptible GCP instances

  #29698 commented on Jul 9, 2024 • 0 new comments

• [autoscaler][gcp] wrong values for scheduling in example gcp cluster yaml files

  #46248 commented on Jul 9, 2024 • 0 new comments

• Ray multiprocessing.Pool: core_worker_process.cc:278: The core worker has already been shutdown.

  #46144 commented on Jul 9, 2024 • 0 new comments

• specifying conda runtime_env using fullpath no longer works

  #44373 commented on Jul 9, 2024 • 0 new comments

• [data] autodoc mishandling type annotations

  #45129 commented on Jul 9, 2024 • 0 new comments

• [Core|Serve] Ray Serve inside Ray Remote introduces slowdowns related to number of available CPU's

  #46362 commented on Jul 9, 2024 • 0 new comments

• [Data] Progress bar estimates are initially incorrect it read tasks yields multiple outputs

  #46420 commented on Jul 8, 2024 • 0 new comments

• [RFC] Accelerated DAGs

  #44288 commented on Jul 8, 2024 • 0 new comments

• [core][serve] 1MB latency performance regression

  #46428 commented on Jul 8, 2024 • 0 new comments

• [Bug] Please add supports for 3.12.1 from pip pypi

  #45931 commented on Jul 8, 2024 • 0 new comments

• [Core] Extend chaos testing utility to more closely replicate spot instance preemptions

  #46367 commented on Jul 8, 2024 • 0 new comments

• [python 3.12][core] fix tests for python 3.12

  #46197 commented on Jul 8, 2024 • 0 new comments

• [Data] Ray Data prematurely closes progress bar

  #44979 commented on Jul 8, 2024 • 0 new comments

• [Ray Cluster on Google Cloud] Example YAML script breaks with A100 GPU type

  #44308 commented on Jul 8, 2024 • 0 new comments

• [Core] Ray's random generated port doesn't exclude already used ports

  #46453 commented on Jul 8, 2024 • 0 new comments

• [Ray-Clusters] Azure Cluster Autoscaler failing to start worker nodes when using non-spot instances.

  #46198 commented on Jul 8, 2024 • 0 new comments

• [core] lineage-reconstructed Non-deterministic generators hang callers

  #46425 commented on Jul 8, 2024 • 0 new comments

• [DAG] Incompatible `.execute()` API for DAG and Compiled DAG

  #46441 commented on Jul 8, 2024 • 0 new comments

• [Core] Optionally allow user code to directly produce data into a plasma store managed buffer

  #46438 commented on Jul 8, 2024 • 0 new comments

• [Core| Client] Ray client fail to reconnect after explicit disconnect

  #46403 commented on Jul 8, 2024 • 0 new comments

• Ray Core Hangs After Seconds of Parallel Execution

  #46396 commented on Jul 8, 2024 • 0 new comments

• [Ray Cluster] Resource monitoring of Ray Tasks and Actors

  #46377 commented on Jul 8, 2024 • 0 new comments