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Docker autoscaling#15

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richardliaw wants to merge 249 commits intofix_autoscaling_tunerichardliaw/ray:fix_autoscaling_tunefrom docker_autoscalingrichardliaw/ray:docker_autoscalingCopy head branch name to clipboard

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Commits on Jul 2, 2019

• Fix up docker usage

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Commits on Jul 11, 2019

• Merge branch 'master' into docker_autoscaling

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• Merge branch 'fix_autoscaling_tune' into docker_autoscaling

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• lint

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• lit

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• revert

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• fix

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• lint

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• Track newly created actor's parent actor (ray-project#5098)

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Commits on Jul 12, 2019

• Only get actor ID if actor task (ray-project#5180)

  

  stephanie-wang

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• Fix Java MultithreadingTest (ray-project#5182)

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• [tune] Fast Node Recovery (ray-project#5053)

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• update mounting

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• lint

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Commits on Jul 13, 2019

• Update wheels to 0.8.0dev2 (ray-project#5186)

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• Merge branch 'master' into docker_autoscaling

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• Fix: ServerCallFactory's destructor not marked as virtual (ray-project#5185)

  

  raulchen

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• config files

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• Update arrow to include user defined status for plasma (ray-project#5156)

  

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• nits

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• nit

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Commits on Jul 14, 2019

• Keep parameter space noise consistent with action space noise (Fix 5173) (ray-project#5193)

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Commits on Jul 15, 2019

• Fix a multithreading bug in grpc ClientCall (ray-project#5196)

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• Reconstruct failed actors without sending tasks. (ray-project#5161)

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  raulchen

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• Improve release process 0.7.2 (ray-project#5187)

  

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Commits on Jul 16, 2019

• Remove dependencies from TaskExecutionSpecification (ray-project#5166)

  

  edoakes

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• [Java worker] Refactor object store and worker context on top of core worker (ray-project#5079)

  

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• [rllib] Fix rollout.py with tuple action space (ray-project#5201)

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• [rllib] Remove nested import (ray-project#5204)

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Commits on Jul 17, 2019

• Add heartbeat test + Fix monitor.py (ray-project#5191)

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• [rllib] Make RLLib handle zero-length observation arrays (ray-project#5208)

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• Fixed inconsistent action placeholder (ray-project#5213)

  

  joneswong

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• Remove redundant scaler of l2 reg (ray-project#5172)

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Commits on Jul 18, 2019

• Improve memory check (ray-project#5216)

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• Enable seeding actors for reproducible experiments (ray-project#5197)

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Commits on Jul 19, 2019

• [GCS] introduce new gcs client and refactor actor table (ray-project#5058)

  

  micafan

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• [direct call] add local plasma provider (ray-project#5184)

  

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• [rllib] Move some inline defs to avoid deserialization errors (ray-project#5228)

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• Removed the implicit sync barrier at the end of each training iteration (ray-project#5217)

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  joneswong

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• [rllib] MultiCategorical shouldn't return array for kl or entropy (ray-project#5215)

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Commits on Jul 21, 2019

• [tune] Fixup exception messages (ray-project#5238)

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• [rllib] Remove experimental eager support

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Commits on Jul 22, 2019

• Improved KeyboardInterrupt Exception Handling (ray-project#5237)

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• [autoscaler] Clean up error messages on setup failure (ray-project#5210)

  richardliaw

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• Ray namespace added for k8s (ray-project#4111)

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• [sgd] Deprecate old distributed SGD implementation (ray-project#5160)

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Commits on Jul 23, 2019

• Fix the issue when passing multiple options in one string (ray-project#5241)

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• Leave ray.wait calls open until the task or actor exits (ray-project#5234)

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• Add regression test for actor load balancing (ray-project#5224)

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Commits on Jul 24, 2019

• [rllib] Fix trainer state restore (ray-project#5257)

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• Fix two types of eviction hangs (ray-project#5225)

  ericl

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• [rllib] Add Keras LSTM example with ModelV2 (ray-project#5258)

  ericl

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• [rllib] Port DDPG to the build_tf_policy pattern (ray-project#5242)

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Commits on Jul 25, 2019

• [gRPC] Migrate raylet client implementation to grpc (ray-project#5120)

  

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• [rllib] ModelV2 support for pytorch (ray-project#5249)

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• Increase timeout for ray.wait test (ray-project#5273)

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Commits on Jul 26, 2019

• avoid copying ActorTableData when NodeMananger updates an actor to GCS (ray-project#5244)

  

  micafan

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• [rllib] Configure learner queue timeout (ray-project#5270)

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• Add CODEOWNERS file (ray-project#5259)

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Commits on Jul 27, 2019

• [tune] configurable maximum length of trial identifier (ray-project#5287)

  

  llan-ml

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• [autoscaler] Add a 'request_cores' function for manual autoscaling (ray-project#4754)

  

  ls-daniel

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• [sgd] Example for Training (ray-project#5292)

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• [tune] experiment_analysis split to Analysis (ray-project#5115)

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• Retry and exception for hang on memory store full (ray-project#5143)

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• [rllib] Document ModelV2 and clean up the models/ directory (ray-project#5277)

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• Correctly setting the input to Train (ray-project#3853)

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• [autoscaler] Local YAML readability (ray-project#5290)

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• [tune] support nested dictionaries for CSVLogger (ray-project#5295)

  

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• Revert "[autoscaler] Clean up error messages on setup failure (ray-project#5210)" (ray-project#5299)

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Commits on Jul 28, 2019

• [sgd] hotfix example failure (ray-project#5297)

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• Fix releasing CPUs incorrectly when actor creation task blocked. (ray-project#5271)

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• [rllib] Better example rnn envs (ray-project#5300)

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Commits on Jul 29, 2019

• Bump version to 0.7.3 (ray-project#5301)

  

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• [rllib] Importance Sampling and KL Loss for APPO (ray-project#5051)

  

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Commits on Jul 30, 2019

• Bump version to 0.8.0.dev3 (ray-project#5308)

  

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• Rename ClientTableData to GcsNodeInfo (ray-project#5251)

  

  micafan

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• Fix Redis Test (ray-project#5302)

  

  simon-mo

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• Support direct actor call (ray-project#5183)

  

  zhijunfu

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• Submit task asynchronously from raylet client (ray-project#5313)

  

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Commits on Jul 31, 2019

• Fix bug in passing large arguments to tasks. (ray-project#5325)

  

  robertnishihara

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• Lineage cache performance optimization to avoid duplicate GCS requests ray-project#5327

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• Fix Tuple spaces in rollout.py (ray-project#5332)

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• [autoscaler] Change sys.exit(1) in update ssh_cmd (ray-project#5266)

  

  hartikainen

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• [Asyncio] Allow Async_API to init when loop is running (ray-project#5323)

  

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Commits on Aug 1, 2019

• Added CARLA Community Example (ray-project#5333)

  

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• Fixed link in tune that was not working (ray-project#5331)

  

  lukasfolle

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• [sgd] Replaced class Resources in sgd with use_gpu (ray-project#5252)

  

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• [rllib] Add rock paper scissors multi-agent example (ray-project#5336)

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• Fix log monitor read error (ray-project#5221)

  

  ConeyLiu

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Commits on Aug 2, 2019

• [rllib] Feature/soft actor critic v2 (ray-project#5328)

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  hartikainen

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• [tune] Distributed example + walkthrough (ray-project#5157)

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• ray stop sends SIGKILL instead of SIGTERM (ray-project#5354)

  

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Commits on Aug 5, 2019

• [direct call] In memory store (ray-project#5303)

  

  zhijunfu

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• [tune] Fix small bug in experiment_analysis (ray-project#5365)

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  Michael Gump

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• Reduce Ray / RLlib startup messages (ray-project#5368)

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• Fix the issue of not initializing GLOG

  

  jovany-wang

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Commits on Aug 6, 2019

• [tune] Pandas as soft dep

  

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• Fix duplicated timeout logic in AbstractRayRuntime.get() (ray-project#5338)

  

  kfstorm

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• [rllib] Try moving RLlib to top level dir (ray-project#5324)

  ericl

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• [docs] rewrite (ray-project#5175)

  

  richardliaw

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• Send raylet error logs through the log monitor (ray-project#5351)

  ericl

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• Add common preprocessing for each request in node manager. (ray-project#5296)

  

  jiangzihao2009

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• [docs] Hotfix for removing unneeded files (ray-project#5383)

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• Custom action distributions (ray-project#5164)

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  mawright

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• Cap concurrent requests (ray-project#5341)

  

  raulchen

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• Ray projects schema and validation (ray-project#5329)

  pcmoritz

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• [tune] Allow nested values in trial runner (ray-project#5346)

  richardliaw

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• MADDPG implementation in RLlib (ray-project#5348)

  

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Commits on Aug 7, 2019

• [docs] remove table from walkthrough (ray-project#5389)

  

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• Check upstream with git remote (ray-project#5377)

  

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• [ID Refactor] Refactor ActorID, TaskID and ObjectID (ray-project#5286)

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• [rllib] [docs] Add some architecture diagrams (ray-project#5390)

  ericl

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• Fix compiler warnings and make warnings fatal (ray-project#5375)

  pcmoritz

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• Fix setup (ray-project#5400)

  ericl

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• Silence some installation process for build from source (ray-project#5396)

  

  simon-mo

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Commits on Aug 8, 2019

• [tune,autoscaler] Test yaml, add better distributed docs (ray-project#5403)

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• [rllib] Centralized critic / PPO example on TwoStepGame (ray-project#5392)

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Commits on Aug 9, 2019

• [Project] Implementing Project CLI (ray-project#5397)

  

  simon-mo

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• Clean up top level Ray dir (ray-project#5404)

  ericl

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• Bump 0.8.0.dev2 -> 0.8.0.dev3 (ray-project#5409)

  

  simon-mo

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• [tune] Add hyperopt warm start feature (ray-project#5372)

  

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Commits on Aug 10, 2019

• Allow address instead of redis_address (ray-project#5412)

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• [sgd] Tune interface for Pytorch MultiNode SGD (ray-project#5350)

  

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• [rllib] Fix output API when lz4 not installed (ray-project#5421)

  

  ericl

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• [rllib] Autoregressive action distributions (ray-project#5304)

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• [tune] Allow relative local_dir at tune.run() (ray-project#4734)

  

  Peng Zhenghao

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Commits on Aug 11, 2019

• [hotfix] fix Travis action dist test (ray-project#5428)

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• Fix TestDirectActorTaskCrossNodesFailure test (ray-project#5406)

  

  zhijunfu

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• [minor][tune] update pbt docs (ray-project#5420)

  richardliaw

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• Don't stop Jupyter notebook in ray stop. (ray-project#5387)

  

  robertnishihara

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Commits on Aug 12, 2019

• Rename function to make actor example correct (ray-project#5432)

  

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• [tune] Fix get_best_logdir behaviour (ray-project#5429)

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• [rllib] RLlib in 60 seconds documentation (ray-project#5430)

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• [tune] Implement BOHB (ray-project#5382)

  

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• [tune] Reporter crash fix (ray-project#5426)

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• [tune] Fix Travis Blocking (ray-project#5448)

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• [tune] Quick Fix BOHB example (ray-project#5449)

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• [tune] MLFlow Logger (ray-project#5438)

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Commits on Aug 16, 2019

• Update the pull request template (ray-project#5460)

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• [Java worker] Migrate task execution and submission on top of core worker (ray-project#5370)

  

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• Fix json.loads compatibility issue for Python 3.5 (ray-project#5466)

  

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• Add test for mutually recursive remote functions. (ray-project#5349)

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• Fix test_logging_to_driver and test_not_logging_to_driver (ray-project#5462)

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• Revert raylet to worker GRPC communication back to asio (ray-project#5450)

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• Check for dead processes in blocked ray start (ray-project#5458)

  

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• [docs] Added Instructions for Slurm (ray-project#5467)

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• [rllib] Add autoregressive KL (ray-project#5469)

  

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• [Project] Add Basic Session CLI Commands (ray-project#5433)

  

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• Fixed few broken links in docs (ray-project#5477)

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• [autoscaler] Fix ssh control path length issue (ray-project#5476)

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• Scale bazel HTTP timeout by 5x (ray-project#5482)

  

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• Add a script for benchmarking performance for Ray developers. (ray-project#5472)

  

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• support for subscription to an actor (ray-project#5269)

  

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• Fix direct actor transport not treating some tasks as failed (ray-project#5464)

  

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Commits on Aug 21, 2019

• Fix impala stress test (ray-project#5491)

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• modify ActorStateAccessor::AsyncGet callback (ray-project#5417)

  

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• Support multiple store providers in ObjectInterface (ray-project#5452)

  

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• [projects] Project examples and documentation (ray-project#5407)

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Commits on Aug 22, 2019

• Ray, Tune, and RLlib support for memory, object_store_memory options (ray-project#5226)

  

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• [tune] ASHA xgboost and lightgbm examples (ray-project#5500)

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• [rllib] Adds eager support with a generic TFEagerPolicy class (ray-project#5436)

  

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• [Java] Fix getCurrentActorId in multi-threading scenario. (ray-project#5506)

  

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• [Java] Support calling functions returning void (ray-project#5494)

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Commits on Aug 24, 2019

• Bump version to 0.7.4 (ray-project#5474)

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• [tune] Fix for keras threading (ray-project#5517)

  

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• [Java] Destroy native core worker before killing ray processes (ray-project#5516)

  

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• [Java] Automatically clean up temp files. (ray-project#5507)

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Commits on Aug 25, 2019

• Add docs for memory quota settings (ray-project#5441)

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• Fixed: missing brackets when appending proc info on OutOfMemory (ray-project#5530)

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• [rllib] Document on traj postprocess (ray-project#5532)

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Commits on Aug 26, 2019

• [rllib] Enable object store memory limit by default (ray-project#5534)

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• [projects] Add named commands to sessions (ray-project#5525)

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Commits on Aug 27, 2019

• Remove previous version of ray.serve (ray-project#5541)

  

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• [rllib] Fix some eager execution regressions with 1.13 (ray-project#5537)

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• fix test (ray-project#5544)

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• Fix autoscaler format string for memory (ray-project#5542)

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• [tune] TF2.0 TensorBoard support (ray-project#5547)

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• Fix log files being opened as unicode files (ray-project#5545)

  

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Commits on Aug 28, 2019

• [Java] ObjectID::fromRandom sets proper flags (ray-project#5548)

  

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Commits on Aug 29, 2019

• [docs] Second push of changes (ray-project#5391)

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• Make RAY_CHECK for actor re-creation non-fatal (ray-project#5553)

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• Fix O(n^2) behavior in the log_monitor (ray-project#5569)

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• [docs] Distributed Training Quickfix (ray-project#5571)

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• Fix rllib image in readme and doc typo (ray-project#5579)

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Commits on Aug 30, 2019

• [rllib] Forgot to register param noise layer variables

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• Bump version string to 0.8.0.dev4 (ray-project#5523)

  

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• Update doc versions from 0.8.0.dev3 to 0.8.0.dev4. (ray-project#5585)

  

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• Ref count objects created with ray.put (ray-project#5590)

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• Warn on resource deadlock; improve object store error messages (ray-project#5555)

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Commits on Aug 31, 2019

• [rllib] Add docs on policy.model (ray-project#5597)

  

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• [docs] Add Pull Request Template Check (ray-project#5600)

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  richardliaw

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• Fix impala stress test (ray-project#5596)

  pcmoritz

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• [tune] Deprecate tune.function (ray-project#5601)

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Commits on Sep 1, 2019

• Create session_latest symlink for Ray sessions (ray-project#5580)

  

  edoakes

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• Fix DeprecationWarning (ray-project#5608)

  

  suquark

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• [tune] Add encoder for PBT (ray-project#5599)

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• Replace --redis-address with --address in test, docs, tune, rllib (ray-project#5602)

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Commits on Sep 2, 2019

• Fix the rllib-stack image display problem (ray-project#5612)

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• [docs] Add a feedback form (ray-project#5610)

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• Simplify symlinking and don't print warnings (ray-project#5615)

  

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• fix CallbackReply resize (ray-project#5589)

  

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• Remove the unused argument cusomt_loggers in Experiment. (ray-project#5619)

  

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• Better error message for actor class inheritance (ray-project#5598)

  

  edoakes

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• Clean up Wait() and Get() in the core worker (ray-project#5556)

  

  edoakes

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• [training] Tensorflow interface for MultiNode SGD (ray-project#5440)

  

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• [tune] Global checkpointing for tune at end (ray-project#5499)

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Commits on Sep 4, 2019

• Temporarily remove pytest-sugar dependency (ray-project#5627)

  

  edoakes

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• [tune] Fix TB Memory Leak (ray-project#5629)

  

  richardliaw

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• Fix code style in unit test of GCS. (ray-project#5634)

  

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• Lazily create summary writer for TF2 logger. (ray-project#5631)

  

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• [tune] Update trainable docs and support hparams (ray-project#5558)

  

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Commits on Sep 5, 2019

• ignore object exists error for memory store provider (ray-project#5607)

  

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• Clean up Wait() in the core worker (ray-project#5628)

  

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• [rllib] Revert [rllib] Port DDPG to the build_tf_policy pattern (ray-project#5626)

  

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• Project fixes and cleanups (ray-project#5632)

  

  stephanie-wang

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• Fix bug in ray.errors and update its default behavior (ray-project#5576)

  

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Commits on Sep 6, 2019

• Remove Modin from Ray wheels. (ray-project#5647)

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• Update release documentation after 0.7.4 release (ray-project#5646)

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• ray stop kills processes more carefully (ray-project#5508)

  

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Commits on Sep 7, 2019

• [tune] Fix numerical error (ray-project#5653)

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• [Java] Support multiple workers in Java worker process (ray-project#5505)

  

  kfstorm

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• Consolidate and clean up documentation (ray-project#5645)

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• [rllib] Fix TF2 import of EagerVariableStore (ray-project#5625)

  ericl

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• Fix log monitor process error when attempting to read raylet PID. (ray-project#5655)

  

  pcmoritz

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• [projects] Wrap ProjectDefinition in a class (ray-project#5654)

  

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• Support metadata for passing by value task arguments (ray-project#5527)

  

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• Add internal_api.pin_object_data() for pinning arbitrary object ids (ray-project#5637)

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• Remove timeout in test_actor_lifetime_load_balancing. (ray-project#5659)

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Commits on Sep 9, 2019

• [rllib] Improve accessing model state docs (ray-project#5656)

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• [Java] Support direct actor call in Java worker (ray-project#5504)

  

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Commits on Sep 10, 2019

• Update Cloudpickle (ray-project#5643)

  

  richardliaw

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• [Flaky tests] FIx test fork (ray-project#5671)

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• Fix PyPI version in readme. (ray-project#5662)

  

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• [tune] Save and Restore for bayesopt (ray-project#5623)

  

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Commits on Sep 11, 2019

• [Projects] Add "session execute" (ray-project#5681)

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• Take into account queue length in autoscaling (ray-project#5684)

  ericl

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• [rllib] Eager execution for centralized critic example, fix simple optimizer for multiagent (ray-project#5683)

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• Deflake cluster heartbeat test (ray-project#5552)

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• [rllib] Validate that entropy coeff is not an integer (ray-project#5687)

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Commits on Sep 12, 2019

• Properly short circuit core worker Get() on exception (ray-project#5672)

  

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• Raise error if space in redis password (ray-project#5673)

  

  edoakes

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• Replace NotImplementedException with UnsupportedOperationException (ray-project#5694)

  

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Commits on Sep 13, 2019

• Merge branch 'master' into docker_autoscaling

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