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Ray merge#2

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eugenevinitsky wants to merge 198 commits intomasterflow-project/ray:masterfrom ray_mergeflow-project/ray:ray_mergeCopy head branch name to clipboard

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Commits on Oct 1, 2018

• [rllib] Simplify sample batch size and num envs config, n_step adjustment (ray-project#2995)

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• [rllib] Default to truncate_episodes and add some more config validators (ray-project#2967)

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• [rllib] Propagate model options correctly in ARS / ES, to action dist of PPO (ray-project#2974)

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• [Java] Fix the required-resources issue of actor member function in Java worker. (ray-project#3002)

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  jovany-wang

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• [rllib] Remove legacy multiagent support (ray-project#2975)

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Commits on Oct 2, 2018

• Test dying_worker_get and dying_worker_wait for xray. (ray-project#2997)

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  robertnishihara

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Commits on Oct 3, 2018

• fix bug: (ray-project#3000)

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  bibabolynn

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• Change logfile names and also allow plasma store socket to be passed in. (ray-project#2862)

  

  suquark

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• Update links to use latest 0.5.3 wheels instead of 0.5.2. (ray-project#3018)

  

  robertnishihara

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• Move function/actor exporting & loading code to function_manager.py (ray-project#3003)

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  guoyuhong

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Commits on Oct 4, 2018

• Minor improvements and fixes in Python code. (ray-project#3022)

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  suquark

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• Suppress errors when worker or driver intentionally disconnects. (ray-project#2935)

  

  richardliaw

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• Introduce concept of resources required for placing a task. (ray-project#2837)

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  robertnishihara

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Commits on Oct 5, 2018

• [tune/core] Use Global State API for resources (ray-project#3004)

  

  richardliaw

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• [core] Improve logging message when plasma store is started. (ray-project#3029)

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  richardliaw

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Commits on Oct 6, 2018

• Bug/log syncer fails with parentheses (ray-project#2653)

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  hartikainen

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  ericl

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Commits on Oct 8, 2018

• [Java] Load driver resources from local path. (ray-project#3001)

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  jovany-wang

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• Fix the uniqueId toString format. (ray-project#3035)

  

  jovany-wang

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Commits on Oct 10, 2018

• [cmake] avoid to re-build pyarrow (ray-project#2963)

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  chuxi

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Commits on Oct 11, 2018

• [Java] Improve some Java code (ray-project#3040)

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  jovany-wang

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• [Java] Fix loading driver resources issue. (ray-project#3046)

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  jovany-wang

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Commits on Oct 12, 2018

• [tune] Tweaks to Trainable and Verbosity (ray-project#2889)

  richardliaw

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• move make clean before cmake command, avoid always running mvn install plasma java lib (ray-project#3047)

  

  chuxi

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Commits on Oct 13, 2018

• [rllib] Add unit test and some better error messages for custom policy states (ray-project#3032)

  ericl

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Commits on Oct 14, 2018

• [rllib] Don't crash printing out error message (ray-project#3054)

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  ericl

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Commits on Oct 15, 2018

• [tune] Fix misleading comment (ray-project#3058)

  

  marlonjan

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  ericl

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• [rllib] Parallel-data loading and multi-gpu support for IMPALA (ray-project#2766)

  ericl

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• [rllib] Add more warnings when multi-agent envs might not be set up right (ray-project#3061)

  ericl

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Commits on Oct 16, 2018

• [tune] Fix (some more) misleading comments in tune/results.py (ray-project#3068)

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  praveen-palanisamy

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• [Java] Add jvm-parameters in Config. (ray-project#3065)

  

  jovany-wang

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• [rllib] Include config dicts in the sphinx docs (ray-project#3064)

  ericl

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Commits on Oct 17, 2018

• Add password authentication to Redis ports (ray-project#2952)

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  pschafhalter

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Commits on Oct 18, 2018

• [rllib] use ray.wait to get next worker result in async sample optimizer (ray-project#2993)

  

  richard4912

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• Fix actor handle id creation when actor handle was pickled (ray-project#3074)

  

  pcmoritz

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• Remove Redis protected mode (ray-project#3073)

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  pschafhalter

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• [c++] Refine Log Code (ray-project#2816)

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  guoyuhong

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Commits on Oct 19, 2018

• Adding Python3.7 wheels support (ray-project#2546)

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  devin-petersohn

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• Fix bug when connecting to password-secured cluster (ray-project#3083)

  

  pschafhalter

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• [xray] All messages on main asio event loop should be written asynchronously (ray-project#3023)

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  ericl

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• [Java] Support dynamically defining resources when submitting task. (ray-project#3070)

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  jovany-wang

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• [java] fix check exception type (ray-project#3093)

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  bibabolynn

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• Add links for latest Python 3.7 wheels to documentation. (ray-project#3091)

  

  robertnishihara

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Commits on Oct 20, 2018

• [rllib] Native support for Dict and Tuple spaces; fix Tuple action spaces; add prev a, r to LSTM (ray-project#3051)

  ericl

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Commits on Oct 21, 2018

• Fill driver id into actor notification when finishing assigned task. (ray-project#3080)

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  jovany-wang

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• Cluster Utilities for Fault Tolerance Tests (ray-project#3008)

  

  richardliaw

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  robertnishihara

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Commits on Oct 22, 2018

• [rllib] switch to python logger (ray-project#3098)

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  ericl

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• [tune] Fix SearchAlg finishing early (ray-project#3081)

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  richardliaw

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Commits on Oct 23, 2018

• Retry connections to redis for async and subscribe contexts (ray-project#3105)

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  pcmoritz

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  robertnishihara

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• update (ray-project#3112)

  ericl

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• Add test for wait reconstruction. (ray-project#3110)

  

  robertnishihara

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  pcmoritz

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• Fix Python linting error. (ray-project#3113)

  

  robertnishihara

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  ericl

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• Use XRay backend by default. (ray-project#3020)

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  robertnishihara

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Commits on Oct 24, 2018

• [Java] support python worker command in raylet (ray-project#3092)

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  chuxi

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• [autoscaler] Also grant roles to worker nodes

  ericl

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• Fix linting errors. (ray-project#3127)

  

  robertnishihara

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Commits on Oct 26, 2018

• Update Gemfile Jekyll version (ray-project#3140)

  

  pcmoritz

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• [SGD] Provide better error message if model graphs have different numbers of variables (ray-project#3139)

  

  pcmoritz

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• [java] customize path of ray.conf (ray-project#3100)

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  bibabolynn

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• [autoscaler] better message if there are more than 10 key pairs

  ericl

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• Remove legacy Ray code. (ray-project#3121)

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  robertnishihara

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• [rllib] Better error message when action space dim too high (ray-project#3119)

  

  ericl

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Commits on Oct 27, 2018

• Delete empty pubsub keys (ray-project#3146)

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  guoyuhong

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Commits on Oct 28, 2018

• [sgd] Merge sharded param server based SGD implementation (ray-project#3033)

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  ericl

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• Solve hang caused by ray.get in collect_metrics (ray-project#3096)

  

  joneswong

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  ericl

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• Update agent.py to fix lint error

  ericl

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Commits on Oct 29, 2018

• Allow the node manager port and object manager port to be set through… (ray-project#3130)

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  robertnishihara

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• Add more description to setup.py. (ray-project#3153)

  

  robertnishihara

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• Use /tmp instead of /dev/shm for object store on Linux if /dev/shm is too small. (ray-project#3149)

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  robertnishihara

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• Deprecate num_workers argument to ray.init and ray start. (ray-project#3114)

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  robertnishihara

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• Fix linting. (ray-project#3155)

  

  robertnishihara

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Commits on Oct 30, 2018

• [rllib] Add custom value functions, fix up and document multi-agent variable sharing (ray-project#3151)

  ericl

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• [xray] Implement faster flush policy for lineage cache (ray-project#3071)

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• [tune] Modify stop criteria in hyperopt example (ray-project#3102)

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  stvreumi

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Commits on Oct 31, 2018

• Update task_table and object_table API. (ray-project#3161)

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  robertnishihara

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Commits on Nov 1, 2018

• [tune] Add Fractional GPU example/docs (ray-project#3169)

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• [rllib] Document env compatibility, Ape-X support for multi-agent (ray-project#3147)

  ericl

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• [minor] fix a3c pytorch example dim 80 => 84

  ericl

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• Document fractional resources. (ray-project#3174)

  

  robertnishihara

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• Update actor fault tolerance documentation. (ray-project#3175)

  

  robertnishihara

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• Add use_raylet option for backwards compatibility. (ray-project#3176)

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  robertnishihara

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Commits on Nov 2, 2018

• Revert "[autoscaler] Also grant roles to worker nodes" (ray-project#3199)

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• Rename get_task -> worker_idle in timeline. (ray-project#3179)

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  robertnishihara

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• Fix some paths /tmp/raylogs -> /tmp/ray. (ray-project#3189)

  

  robertnishihara

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• Add warning about using latest wheels (ray-project#3207)

  

  ericl

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• Fix 'tempfile' docs (ray-project#3180)

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  suquark

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Commits on Nov 3, 2018

• Enable to specify driver id by user. (ray-project#3084)

  

  jovany-wang

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• Add ray stack tool for debugging (ray-project#3213)

  

  ericl

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• Fix build system dependency for local_scheduler_client (ray-project#3215)

  

  pcmoritz

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Commits on Nov 4, 2018

• [rllib] Decouple ape-x sampling and learning speed

  ericl

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• [rllib] Implement custom metrics (ray-project#3144)

  ericl

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• single sourcing the package version (ray-project#3220)

  

  xutianming

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Commits on Nov 5, 2018

• Update CMake to support Mac OS X 10.14 (ray-project#3218)

  

  pcmoritz

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• [rllib] Fix rllib rollouts script and add test (ray-project#3211)

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  ericl

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• Caching task resource requirements. (ray-project#3231)

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  istoica

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Commits on Nov 6, 2018

• Increase timeout before reconstruction is triggered (ray-project#3217)

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• Fix a small typo (ray-project#3240)

  

  jovany-wang

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• Cap object store memory to 20GB when size is None (ray-project#3243)

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  ericl

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• Remove suppressing duplicate error message (missed a couple)

  ericl

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• Fix password authentication in worker (ray-project#3124)

  

  pschafhalter

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• Set the process title in workers and actors (ray-project#3219)

  

  ericl

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Commits on Nov 7, 2018

• [rllib] Fix filter sync for ES and ARS (ray-project#2918)

  

  eugenevinitsky

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• Refactor ObjectDirectory to reduce and fix callback usage (ray-project#3227)

  

  stephanie-wang

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• Change dict serialization warning to debug (ray-project#3230)

  

  ericl

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• Cache resources in SchedulingQueue (ray-project#3232)

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  pcmoritz

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• Enable timeline visualizations of object transfers. (ray-project#3255)

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  robertnishihara

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• Better errors on process deaths (ray-project#3252)

  ericl

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• [tune] Raise Error when overstepping (ray-project#3235)

  richardliaw

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• [rllib] Add some debug logs during agent setup (ray-project#3247)

  

  ericl

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Commits on Nov 8, 2018

• Expose internal config parameters for starting Ray (ray-project#3246)

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• Allow multiple threads to call ray.get and ray.wait (ray-project#3244)

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• [minor] Change chunk already exists to DEBUG, add flags for rllib multi node testing (ray-project#3228)

  ericl

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• Force kill web UI in ray stop (ray-project#3257)

  

  pcmoritz

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Commits on Nov 9, 2018

• [autoscaler] Add option to allow private ips only (ray-project#3270)

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  ericl

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• [tune] Annotated Example Page and showcase Tutorials (ray-project#3267)

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• [rllib] rollout.py should reduce num workers (ray-project#3263)

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• [autoscaler] missing example-full.yaml file in the latest wheel for provider type "local"

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• [tune] Support "None" for upload_dir

  

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• Speed up task dispatch. (ray-project#3234)

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• [sgd] Document and add simple MNIST example (ray-project#3236)

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• [tune] Track and warn on low memory (ray-project#3298)

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• [rllib] Don't reset envs when possible (ray-project#3290)

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• added dill dump

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• [tune] Fix default handling for timesteps (ray-project#3293)

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• [rllib] Rename ServingEnv => ExternalEnv (ray-project#3302)

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• enable incremental builds (ray-project#3292)

  

  pcmoritz

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• [rllib] Add self-supervised loss to model (ray-project#3291)

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• [core] Add Global State Test for multi-node setting (ray-project#3239)

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• [rllib] Raise worker TF intra_op threads to 2, lower driver intra_op threads to 8 (ray-project#3299)

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• [tune] Doc: Autofilled, StatusReporter (ray-project#3294)

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• Clean up Ray processes after cluster util exits (ray-project#3278)

  

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• Update profiling instructions for raylet (ray-project#3311)

  

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• [rllib] Clean up agent resource configurations (ray-project#3296)

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• [hot-fix] Fix error when calling Ray.init() twice. (ray-project#3314)

  

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• Release sender connections as soon as WriteMessageAsync completes (ray-project#3313)

  

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• Kill actor child processes on shutdown (ray-project#3297)

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• KL Divergence Metrics (ray-project#3300)

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• [rllib] Add test for multi-agent support and fix IMPALA multi-agent (ray-project#3289)

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Commits on Nov 15, 2018

• Update redis version in setup.py (ray-project#3333)

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• Fix socket retry message (ray-project#3325)

  

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• Raise exception if the node is nearly out of memory (ray-project#3323)

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• Fix redis crash when duplicate messages are appended to log. (ray-project#3316)

  

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• Note requirement cython==0.27.3 in installation instructions. (ray-project#3322)

  

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• Rename _submit -> _remote. (ray-project#3321)

  

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• Add debug string to raylet (ray-project#3317)

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• Don't unsubscribe dependencies for infeasible tasks. (ray-project#3338)

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• Merge branch 'multiagent-rollouts' into ray_merge

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• support home path and relative path for temp-dir (ray-project#3329)

  

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• Suppress duplicate pre-emptive object pushes. (ray-project#3276)

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• Update stale example links

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Commits on Nov 19, 2018

• Merge branch 'master' of https://github.com/ray-project/ray into ray_merge

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• Fix logging when ray cluster utils is used

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Commits on Nov 20, 2018

• Don't retry IPC connect an absurd number of times (ray-project#3355)

  

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• Add ordered_set container. (ray-project#3352)

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• Don't setpgid() on actors (ray-project#3347)

  

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• [rllib] Set ape-x local exploration to 0, also load explorations before training steps (ray-project#3349)

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• [rllib] Update multi-gpu impala numbers (ray-project#3327)

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• Batch heartbeats from node manager together in the monitor. (ray-project#3011)

  

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• Ready queue refactor to make Dispatching tasks more efficient (ray-project#3324)

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• [autoscaler] Submit command (ray-project#3312)

  

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• Remove uses of std::list::size (ray-project#3358)

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• Merge branch 'master' of https://github.com/ray-project/ray into ray_merge

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• Fix $MACOSX_DEPLOYMENT_TARGET (ray-project#3337)

  

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• minor bug fix

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• Fix failure handling for actor death (ray-project#3359)

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• [tune] Node Fault Tolerance (ray-project#3238)

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Commits on Nov 22, 2018

• Fix memory leak in lineage cache (ray-project#3366)

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• Enable Twin Delayed DDPG for RLlib DDPG agent (ray-project#3353)

  

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• When getting a role/profile, catch only exception that indicates the role/profile already exists, allow others to be raised (ray-project#3383)

  

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• fix py3 (ray-project#3382)

  

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• [rllib] docs for td3 (ray-project#3381)

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Commits on Nov 24, 2018

• [rllib] Fix use_lstm option when using custom model with dict space (ray-project#3368)

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• [rllib] Clip DDPG ou-noise to avoid exceeding action bounds (ray-project#3386)

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Commits on Nov 25, 2018

• Fix incompatibility with most recent version of Redis. (ray-project#3379)

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• [rllib] Refactor the sampler (ray-project#3387)

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• UI changes, fix the task timeline and add the object transfer timeline to UI. (ray-project#3397)

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Commits on Nov 27, 2018

• [autoscaler] Allow more than 5s from node creation to first heartbeat (ray-project#3385)

  

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• [rllib] PPO doesn't work with fractional num gpus (ray-project#3396)

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• Add script for running stress tests. (ray-project#3378)

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• Move setproctitle to ray[debug] package (ray-project#3415)

  

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Commits on Nov 28, 2018

• Don't put entire actor registry in debug string since it's too long (ray-project#3395)

  

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• [rllib] example and docs on how to use parametric actions with DQN / PG algorithms (ray-project#3384)

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• [autoscaler] Update autoscaler to use heartbeat batches. (ray-project#3409)

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• Initialize client_id_ in ObjectManager constructor that takes user-defined ObjectDirectory (ray-project#3403)

  

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• Click 0.7 changes the naming convention for commands; fix this

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Commits on Nov 29, 2018

• Automatically indent tune logger params (ray-project#3399)

  

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• Remove: duplicate feed_dict constructing (ray-project#3431)

  

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• Fault tolerance for actor creation (ray-project#3422)

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• Ship Modin with Ray. (ray-project#3109)

  

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• [rllib] Support batch norm layers (ray-project#3369)

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Commits on Nov 30, 2018

• Use actor ID for the dummy object (ray-project#3437)

  

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Commits on Dec 1, 2018

• [docs] Snippet did not have a code-block tag above it (ray-project#3442)

  

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• Update readme to contain logo (ray-project#3443)

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• Bump version from 0.5.3 to 0.6.0. (ray-project#3420)

  

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• Add stress test for Java worker (ray-project#3424)

  

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• Upgrade Arrow to include Plasma TensorFlow Op release fix (ray-project#3448)

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• Update README.rst with 0.6.0 version number. (ray-project#3453)

  

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• Fix bug in ray.wait (ray-project#3445)

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• merged in ray 0.6

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