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Author SHA1 Message Date
SangBin Cho
20ab9188c6
[Ray Usage Stats] Record cluster metadata + Refactoring. (#22170) 
This is the first PR to implement usage stats on Ray. Please refer to the file `usage_lib.py` for more details.

The full specification is here https://docs.google.com/document/d/1ZT-l9YbGHh-iWRUC91jS-ssQ5Qe2UQ43Lsoc1edCalc/edit#heading=h.17dss3b9evbj.

You can see the full PR for phase 1 from here; https://github.com/rkooo567/ray/pull/108/files.

The PR is doing some basic refactoring + adding cluster metadata to GCS instead of the version numbers. 

After this PR, we will add code to enable usage report "off by default".
 2022-02-08 22:12:36 -08:00
Sven Mika
c17a44cdfa
Revert "Revert "[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learni…" (#22153) 2022-02-08 16:43:00 +01:00
SangBin Cho
a887763b38
Revert "[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learni… (#22105) 
This reverts commit 3f03ef8ba8.
 2022-02-04 00:54:50 -08:00
Sven Mika
3f03ef8ba8
[RLlib] AlphaStar: Parallelized, multi-agent/multi-GPU learning via league-based self-play. (#21356) 2022-02-03 09:32:09 +01:00
Dhruv Nair
3d79815cd0
Comet Integration (#20766) 
This PR adds a `CometLoggerCallback` to the Tune Integrations, allowing users to log runs from Ray to [Comet](https://www.comet.ml/site/).

Co-authored-by: Michael Cullan <mjcullan@gmail.com>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2022-01-25 11:42:00 -08:00
Sven Mika
c288b97e5f
[RLlib] Issue 21629: Video recorder env wrapper not working. Added test case. (#21670) 2022-01-24 19:38:21 +01:00
dependabot[bot]
1f563aaf9b
[data](deps): Bump dask[complete] from 2021.11.0 to 2022.1.0 in /python/requirements/data_processing (#21621) 
Bumps [dask[complete]](https://github.com/dask/dask) from 2021.11.0 to 2022.1.0.
 2022-01-18 15:32:07 -08:00
Antoni Baum
6ba4513777
[tune] Load experiment into searcher (#21506) 
This PR adds a new method to the Searcher class, add_evaluated_trials. This method wraps around add_evaluated_point and allows the user to pass a Trial, list of Trials or ExperimentAnalysis to load into the searcher. Furthermore, this PR updates the HEBO version to the latest and removes outdated documentation, and adds add_evaluated_point methods to Dragonfly and SkOpt searchers.
 2022-01-11 15:58:20 -08:00
Yi Cheng
d2d749b6f9
[workflow] Fix test_serialization.py (#21522) 
The new version of responses will introduce some errors in the test. This PR fixed responses.

It also fixed moto in case of future updates upstream.
 2022-01-11 11:45:18 -08:00
Sven Mika
c01245763e
[RLlib] Revert "Revert "updated pettingzoo wrappers, env versions, urls"" (#21339) 2022-01-04 18:30:26 +01:00
Kai Fricke
489e6945a6
Revert "[RLlib] Updated pettingzoo wrappers, env versions, urls (#20113)" (#21338) 
This reverts commit 327eb84154.
 2022-01-03 10:21:25 +00:00
Benjamin Black
327eb84154
[RLlib] Updated pettingzoo wrappers, env versions, urls (#20113) 2022-01-02 21:29:09 +01:00
Amog Kamsetty
57db4640ca
[Train] [Tune] Refactor MLflow (#20802) 
Pulls out Tune's MLflow logging logic to a shared MLflow util.
Adds an MLflow logger callback to Ray Train

Closes #20642
 2021-12-21 17:17:52 -08:00
matthewdeng
0de105d42f
[train] update Trainer._is_tune_enabled to work when Tune is not installed (#20767) 2021-11-29 20:08:51 -08:00
matthewdeng
caa4ff3783
[train][datasets] update example and remove dask (#20592) 2021-11-21 17:06:44 -08:00
shrekris-anyscale
a91ddbdeb9
Add smart_open dependency to ray[default] (#20420) 2021-11-18 10:00:30 -06:00
gjoliver
724a140795
[rllib] Make sure json can serialize result dict (#20439) 
We may have fields in the result dict that are or None.
Make sure our results are json serializable.
 2021-11-17 10:27:00 -08:00
Teofilo Zosa
abf0eb53cc
Fix aiohttp 3.8.0 breaking changes (and unpin from 3.7) (#20261) 2021-11-11 15:35:20 -08:00
Amog Kamsetty
f8430e6eca
[CI] Pin shortuuid to fix CI (#20153) 2021-11-08 12:08:32 -08:00
dependabot[bot]
adf39941f4
[data](deps): Bump dask[complete] (#20125) 
Bumps [dask[complete]](https://github.com/dask/dask) from 2021.9.1 to 2021.11.0.
- [Release notes](https://github.com/dask/dask/releases)
- [Changelog](https://github.com/dask/dask/blob/main/docs/release-procedure.md)
- [Commits](https://github.com/dask/dask/compare/2021.09.1...2021.11.0)

---
updated-dependencies:
- dependency-name: dask[complete]
  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-11-07 11:55:39 -08:00
matthewdeng
78e9ff7c91
[train][datasets] add example for big data training (#20042) 
* [train][datasets] add example for big data training

* add title docstring

* lint and dependencies

* add dask_ml requirement
 2021-11-05 09:28:48 -07:00
Amog Kamsetty
adb8d77b2b
[Deps] Bump tensorflow on Docker image and add Codeowners (#20041) 2021-11-05 00:58:34 -07:00
dependabot[bot]
60e9737679
[tune](deps): Bump mlflow in /python/requirements/ml (#19913) 
Bumps [mlflow](https://github.com/mlflow/mlflow) from 1.19.0 to 1.21.0.
- [Release notes](https://github.com/mlflow/mlflow/releases)
- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/mlflow/mlflow/compare/v1.19.0...v1.21.0)

---
updated-dependencies:
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  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-11-04 23:37:01 -07:00
dependabot[bot]
9897ee0eab
[tune](deps): Bump onnxruntime in /python/requirements/ml (#19666) 
Bumps [onnxruntime](https://github.com/microsoft/onnxruntime) from 1.8.0 to 1.9.0.
- [Release notes](https://github.com/microsoft/onnxruntime/releases)
- [Changelog](https://github.com/microsoft/onnxruntime/blob/master/docs/ReleaseManagement.md)
- [Commits](https://github.com/microsoft/onnxruntime/compare/v1.8.0...v1.9.0)

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  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-11-04 23:34:48 -07:00
dependabot[bot]
f214c4a4ab
[tune](deps): Bump datasets from 1.11.0 to 1.14.0 in /python/requirements/ml (#19645) 
* [tune](deps): Bump datasets in /python/requirements/ml

Bumps [datasets](https://github.com/huggingface/datasets) from 1.11.0 to 1.14.0.
- [Release notes](https://github.com/huggingface/datasets/releases)
- [Commits](https://github.com/huggingface/datasets/compare/1.11.0...1.14.0)

---
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  dependency-type: direct:production
  update-type: version-update:semver-minor
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* Update requirements_tune.txt

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Co-authored-by: Amog Kamsetty <amogkam@users.noreply.github.com>
 2021-11-04 23:33:55 -07:00
Amog Kamsetty
ede9d0ed76
[CI] Pin keras (#20032) 
* try fix

* try again

* revert back

* add todo
 2021-11-03 15:32:10 -07:00
Avnish Narayan
026bf01071
[RLlib] Upgrade gym version to 0.21 and deprecate pendulum-v0. (#19535) 
* Fix QMix, SAC, and MADDPA too.

* Unpin gym and deprecate pendulum v0

Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1

Lastly, all of the RLlib tests and have
been moved to python 3.7

* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

* Reformatting

* Fixing tests

* Move atari-py install conditional to req.txt

* migrate to new ale install method

* Fix QMix, SAC, and MADDPA too.

* Unpin gym and deprecate pendulum v0

Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1

Lastly, all of the RLlib tests and have
been moved to python 3.7
* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

Move atari-py install conditional to req.txt

migrate to new ale install method

Make parametric_actions_cartpole return float32 actions/obs

Adding type conversions if obs/actions don't match space

Add utils to make elements match gym space dtypes

Co-authored-by: Jun Gong <jungong@anyscale.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
 2021-11-03 16:24:00 +01:00
Simon Mo
6040319d02
[CI] Pin aiohttp version to fix master branch (#19948) 2021-11-01 23:00:08 -07:00
Sven Mika
4d945fe651
[RLlib] Issue 19878: Re-instate bare_metal_policy example script (#19881) 2021-10-30 12:50:39 -07:00
dependabot[bot]
5ed1530170
[tune](deps): Bump starlette in /python/requirements/ml (#18691) 
Bumps [starlette](https://github.com/encode/starlette) from 0.14.2 to 0.16.0.
- [Release notes](https://github.com/encode/starlette/releases)
- [Changelog](https://github.com/encode/starlette/blob/master/docs/release-notes.md)
- [Commits](https://github.com/encode/starlette/compare/0.14.2...0.16.0)

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updated-dependencies:
- dependency-name: starlette
  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-10-23 18:34:14 -07:00
dependabot[bot]
55ab8da3c8
[tune](deps): Bump accelerate in /python/requirements/ml (#19057) 
Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.3.0 to 0.5.1.
- [Release notes](https://github.com/huggingface/accelerate/releases)
- [Commits](https://github.com/huggingface/accelerate/compare/v0.3.0...v0.5.1)

---
updated-dependencies:
- dependency-name: accelerate
  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-10-23 18:33:01 -07:00
dependabot[bot]
9201687b34
[tune](deps): Bump pytorch-lightning in /python/requirements/ml (#19059) 
Bumps [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) from 1.4.5 to 1.4.9.
- [Release notes](https://github.com/PyTorchLightning/pytorch-lightning/releases)
- [Changelog](https://github.com/PyTorchLightning/pytorch-lightning/blob/master/CHANGELOG.md)
- [Commits](https://github.com/PyTorchLightning/pytorch-lightning/compare/1.4.5...1.4.9)

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- dependency-name: pytorch-lightning
  dependency-type: direct:production
  update-type: version-update:semver-patch
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 2021-10-23 18:30:59 -07:00
dependabot[bot]
bea802cb80
[tune](deps): Bump wandb in /python/requirements/ml (#19646) 
Bumps [wandb](https://github.com/wandb/client) from 0.10.29 to 0.12.5.
- [Release notes](https://github.com/wandb/client/releases)
- [Changelog](https://github.com/wandb/client/blob/master/CHANGELOG.md)
- [Commits](https://github.com/wandb/client/compare/v0.10.29...v0.12.5)

---
updated-dependencies:
- dependency-name: wandb
  dependency-type: direct:production
  update-type: version-update:semver-minor
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 2021-10-23 18:23:52 -07:00
Jiajun Yao
256bf0bf3a
[Release] Bump up dask to latest compatible version 2021.9.1 (#19592) 
* Bump up dask to latest compatible version 2021.9.1

* Bump up dask to latest compatible version 2021.9.1
 2021-10-22 09:16:28 -07:00
matthewdeng
4674c78050
[Train] Rename Ray SGD v2 to Ray Train (#19436) 2021-10-18 22:27:46 -07:00
Kai Fricke
6798bdbb5d
Revert "Revert "[RLlib](deps): Bump tensorflow from 2.5.0 to 2.6.0 in /python/requirements/rllib"" (#19352) 
This reverts commit bde9e058da.
 2021-10-18 22:29:16 +01:00
Antoni Baum
e9df253f5d
[CI/docs] Remove [default] from xgboost-ray (#19186) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2021-10-14 16:29:55 +01:00
Edward Oakes
888fb24c25
Remove deprecated ray.services package (#18475) 
Co-authored-by: Kai Fricke <kai@anyscale.com>
 2021-10-14 16:28:16 +01:00
Kai Fricke
bde9e058da
Revert "[RLlib](deps): Bump tensorflow from 2.5.0 to 2.6.0 in /python/requirements/rllib (#18183)" (#19351) 
This reverts commit 74ee99ff99.
 2021-10-13 13:06:36 +01:00
dependabot[bot]
74ee99ff99
[RLlib](deps): Bump tensorflow from 2.5.0 to 2.6.0 in /python/requirements/rllib (#18183) 
* [RLlib](deps): Bump tensorflow in /python/requirements/rllib

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.0 to 2.6.0.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.0...v2.6.0)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
  update-type: version-update:semver-minor
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* wip.

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
 2021-10-12 17:56:36 +02:00
Carlo Grisetti
2d0355548e
[Dashboard] Try to work around aiohttp 4.0.0 breaking changes (#19120) 2021-10-11 16:25:52 -07:00
Sven Mika
d439fd7f17
[RLlib] TF2/eager memory leak fixes. (#19198) 2021-10-09 00:11:53 +02:00
dependabot[bot]
40aec916d7
[RLlib](deps): Bump pyglet from 1.5.0 to 1.5.18 in /python/requirements/rllib (#16687) 
* [RLlib](deps): Bump pyglet in /python/requirements/rllib

Bumps [pyglet](https://github.com/pyglet/pyglet) from 1.5.0 to 1.5.18.
- [Release notes](https://github.com/pyglet/pyglet/releases)
- [Changelog](https://github.com/pyglet/pyglet/blob/v1.5.18/RELEASE_NOTES)
- [Commits](https://github.com/pyglet/pyglet/compare/v1.5.0...v1.5.18)

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- dependency-name: pyglet
  dependency-type: direct:production
  update-type: version-update:semver-patch
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* fix

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Amog Kamsetty <amogkamsetty@yahoo.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
 2021-09-24 19:32:55 +02:00
Kai Fricke
cee18152f1
[tune] Remove deprecated features, promote warnings to errors (#18595) 2021-09-20 22:54:28 +01:00
Amog Kamsetty
84e958f330
[ML] Consolidate and upgrade Deep Learning Dependencies (#18574) 
* wip
'

* upgrade requirements

* add file

* fix

* fixes

* Apply suggestions from code review

Try mlagents==0.21.0 for now (works with torch 1.9).

* Apply suggestions from code review

* wip

* wip

* fix

* fix

* upgrade lightning bolts

* address comment

Co-authored-by: Sven Mika <sven@anyscale.io>
 2021-09-16 20:16:40 -07:00
Antoni Baum
d50ff16ccf
[ci] Fix HEBO breaking Tune tests (#18629) 2021-09-15 10:01:29 -07:00
Kai Fricke
0223ae9605
[xgboost] Bump xgboost_ray requirements_upstream.txt version to 0.1.3 (#18632) 2021-09-15 18:01:15 +01:00
Sven Mika
8a00154038
[RLlib] Bump tf version in ML docker to tf==2.5.0; add tfp to ML-docker. (#18544) 2021-09-15 08:46:37 +02:00
dependabot[bot]
30012c990f
[tune](deps): Bump matplotlib in /python/requirements/tune (#18025) 
Bumps [matplotlib](https://github.com/matplotlib/matplotlib) from 3.4.2 to 3.4.3.
- [Release notes](https://github.com/matplotlib/matplotlib/releases)
- [Commits](https://github.com/matplotlib/matplotlib/compare/v3.4.2...v3.4.3)

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  update-type: version-update:semver-patch
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 2021-09-10 16:00:16 -07:00
dependabot[bot]
42794c7a3e
[tune](deps): Bump pytorch-lightning in /python/requirements/tune (#18359) 
Bumps [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) from 1.4.3 to 1.4.5.
- [Release notes](https://github.com/PyTorchLightning/pytorch-lightning/releases)
- [Changelog](https://github.com/PyTorchLightning/pytorch-lightning/blob/master/CHANGELOG.md)
- [Commits](https://github.com/PyTorchLightning/pytorch-lightning/compare/1.4.3...1.4.5)

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- dependency-name: pytorch-lightning
  dependency-type: direct:production
  update-type: version-update:semver-patch
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 2021-09-10 15:59:26 -07:00