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Author SHA1 Message Date
Markus Cozowicz
49439611f1
[autoscaler] Replace cluster yaml validation with json schema v… (#7261) 
* replace manual cluster yaml validation with json schema
- improved error message
- support for intellisense in VSCode (or other IDEs)
- run linting
- moved schema to ray/autoscaler
- fixed typo
- remove importlib dependency

* Update python/ray/autoscaler/autoscaler.py

* read

* restrict allowed properties

* added unit test for invalid yaml
added ray[test] package (remove pytest from default dependencies)

* updated autoscaler test to use ValidationError exception

* add missing dependency

* added pytest

* replace manual cluster yaml validation with json schema
- improved error message
- support for intellisense in VSCode (or other IDEs)
- run linting
- moved schema to ray/autoscaler
- fixed typo
- remove importlib dependency

* Update python/ray/autoscaler/autoscaler.py

* read

* restrict allowed properties

* added unit test for invalid yaml
added ray[test] package (remove pytest from default dependencies)

* updated autoscaler test to use ValidationError exception

* add missing dependency

* added pytest

* removed parameterized dependency
reverted ray[test] intro

* removed parameterized

* fix_tests

* format

Co-authored-by: Ubuntu <marcozo@mc-ray-jumpbox.chcbtljllnieveqhw3e4c1ducc.xx.internal.cloudapp.net>
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-03-10 18:58:55 -07:00
Sven Mika
510c850651
[RLlib] SAC add discrete action support. (#7320) 
* Exploration API (+EpsilonGreedy sub-class).

* Exploration API (+EpsilonGreedy sub-class).

* Cleanup/LINT.

* Add `deterministic` to generic Trainer config (NOTE: this is still ignored by most Agents).

* Add `error` option to deprecation_warning().

* WIP.

* Bug fix: Get exploration-info for tf framework.
Bug fix: Properly deprecate some DQN config keys.

* WIP.

* LINT.

* WIP.

* Split PerWorkerEpsilonGreedy out of EpsilonGreedy.
Docstrings.

* Fix bug in sampler.py in case Policy has self.exploration = None

* Update rllib/agents/dqn/dqn.py

Co-Authored-By: Eric Liang <ekhliang@gmail.com>

* WIP.

* Update rllib/agents/trainer.py

Co-Authored-By: Eric Liang <ekhliang@gmail.com>

* WIP.

* Change requests.

* LINT

* In tune/utils/util.py::deep_update() Only keep deep_updat'ing if both original and value are dicts. If value is not a dict, set

* Completely obsolete syn_replay_optimizer.py's parameters schedule_max_timesteps AND beta_annealing_fraction (replaced with prioritized_replay_beta_annealing_timesteps).

* Update rllib/evaluation/worker_set.py

Co-Authored-By: Eric Liang <ekhliang@gmail.com>

* Review fixes.

* Fix default value for DQN's exploration spec.

* LINT

* Fix recursion bug (wrong parent c'tor).

* Do not pass timestep to get_exploration_info.

* Update tf_policy.py

* Fix some remaining issues with test cases and remove more deprecated DQN/APEX exploration configs.

* Bug fix tf-action-dist

* DDPG incompatibility bug fix with new DQN exploration handling (which is imported by DDPG).

* Switch off exploration when getting action probs from off-policy-estimator's policy.

* LINT

* Fix test_checkpoint_restore.py.

* Deprecate all SAC exploration (unused) configs.

* Properly use `model.last_output()` everywhere. Instead of `model._last_output`.

* WIP.

* Take out set_epsilon from multi-agent-env test (not needed, decays anyway).

* WIP.

* Trigger re-test (flaky checkpoint-restore test).

* WIP.

* WIP.

* Add test case for deterministic action sampling in PPO.

* bug fix.

* Added deterministic test cases for different Agents.

* Fix problem with TupleActions in dynamic-tf-policy.

* Separate supported_spaces tests so they can be run separately for easier debugging.

* LINT.

* Fix autoregressive_action_dist.py test case.

* Re-test.

* Fix.

* Remove duplicate py_test rule from bazel.

* LINT.

* WIP.

* WIP.

* SAC fix.

* SAC fix.

* WIP.

* WIP.

* WIP.

* FIX 2 examples tests.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* Fix.

* LINT.

* Renamed test file.

* WIP.

* Add unittest.main.

* Make action_dist_class mandatory.

* fix

* FIX.

* WIP.

* WIP.

* Fix.

* Fix.

* Fix explorations test case (contextlib cannot find its own nullcontext??).

* Force torch to be installed for QMIX.

* LINT.

* Fix determine_tests_to_run.py.

* Fix determine_tests_to_run.py.

* WIP

* Add Random exploration component to tests (fixed issue with "static-graph randomness" via py_function).

* Add Random exploration component to tests (fixed issue with "static-graph randomness" via py_function).

* Rename some stuff.

* Rename some stuff.

* WIP.

* update.

* WIP.

* Gumbel Softmax Dist.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP.

* WIP

* WIP.

* WIP.

* Hypertune.

* Hypertune.

* Hypertune.

* Lock-in.

* Cleanup.

* LINT.

* Fix.

* Update rllib/policy/eager_tf_policy.py

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* Update rllib/agents/sac/sac_policy.py

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* Update rllib/agents/sac/sac_policy.py

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* Update rllib/models/tf/tf_action_dist.py

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* Update rllib/models/tf/tf_action_dist.py

Co-Authored-By: Kristian Hartikainen <kristian.hartikainen@gmail.com>

* Fix items from review comments.

* Add dm_tree to RLlib dependencies.

* Add dm_tree to RLlib dependencies.

* Fix DQN test cases ((Torch)Categorical).

* Fix wrong pip install.

Co-authored-by: Eric Liang <ekhliang@gmail.com>
Co-authored-by: Kristian Hartikainen <kristian.hartikainen@gmail.com>
 2020-03-06 10:37:12 -08:00
chaokunyang
8b6784de06
[Streaming] Streaming Python API (#6755) 2020-02-25 10:33:33 +08:00
Simon Mo
b804d40c04
Stop vendoring pyarrow (#7233) 2020-02-19 19:01:26 -08:00
Simon Mo
7bef7031c2
Revert "Revert "Revert "Removing Pyarrow dependency (#7146)" (#7209) (#7214)" (#7232) 2020-02-19 13:35:29 -08:00
Simon Mo
e8941b1b79
Revert "Revert "Removing Pyarrow dependency (#7146)" (#7209) (#7214) 2020-02-19 10:08:52 -08:00
Eric Liang
0aa9373d62
Revert "Removing Pyarrow dependency (#7146)" (#7209) 
This reverts commit 2116fd3bca.
 2020-02-18 14:12:06 -08:00
ijrsvt
2116fd3bca
Removing Pyarrow dependency (#7146) 2020-02-17 18:00:13 -08:00
Qing Wang
94a286ef1d
[Java] Add session_dir as temp_dir for logs, socket files like Python (#7044) 
* Support

* Add gcs_server support

* Fix ut

* Fix

* Remove unused py code

* Fix linting

* Fix cross language ci

* Fix CI

* Add docstring

* Fix

* Fix linting

* Add a singleton for config

* Refine

* fix

* Fix

* linting

* Remove FileUnit

* Fix

* Fix

* Fix

* Update java/runtime/src/main/java/org/ray/runtime/config/RayConfig.java

Co-Authored-By: Hao Chen <chenh1024@gmail.com>

* Fix streaming singleprocess CI

* Fix checkstyle

Co-authored-by: Hao Chen <chenh1024@gmail.com>
 2020-02-13 17:49:52 +08:00
ijrsvt
0826f95e1c
Including psutil & setproctitle (#7031) 2020-02-05 14:16:58 -08:00
fangfengbin
ade7ebfc0c
Add service based gcs client (#6686) 2020-02-05 12:06:25 +08:00
Richard Liaw
341ddd0a09
[tune] Default to TensorboardX and include in requirements. (#6836) 2020-01-19 01:49:33 -08:00
Mitchell Stern
763818b476 [Dashboard] Add static assets for speedscope v1.5.3 (#6822) 2020-01-17 20:53:53 -08:00
chaokunyang
4097d076d4 Package ray java jars into wheels (#6600) 2020-01-10 11:41:00 +08:00
Sven
60d4d5e1aa Remove future imports (#6724) 
* Remove all __future__ imports from RLlib.

* Remove (object) again from tf_run_builder.py::TFRunBuilder.

* Fix 2xLINT warnings.

* Fix broken appo_policy import (must be appo_tf_policy)

* Remove future imports from all other ray files (not just RLlib).

* Remove future imports from all other ray files (not just RLlib).

* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).

* Add two empty lines before Schedule class.

* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
 2020-01-09 00:15:48 -08:00
Chaokun Yang
7bbfa85c66 [Streaming] Streaming data transfer java (#6474) 2019-12-22 10:56:05 +08:00
Philipp Moritz
4d71ab83cf require packaging (#6517) 2019-12-17 12:01:14 -08:00
Philipp Moritz
afae8406da Make sure numpy >= 1.16.0 is installed for fast pickling support (#6486) 
* Make sure numpy >= 1.16.0 is installed

* Works for 1.15.4

* lint

* formatting

* update

* put check into the right place

* lint
 2019-12-14 16:36:49 -08:00
alindkhare
76e678d775 [Serve] Added deadline awareness (#6442) 
* [Serve] Added deadline awareness

Added deadline awareness while enqueuing a query
Using Blist sorted-list implementation (ascending order) to get queries according to their specified deadlines. [buffer_queues]
Exposed slo_ms via handle/http request
Added slo example 
The queries in example will be executed in almost the opposite order of which they are fired
Added slo pytest
Added check for slo_ms to not be negative
Included the changes suggested

* Linting Corrections

* Adding the code changes suggested by format.sh

* Added the suggested changes

Added justification for blist
Added blist in travis/ci/install-dependencies.sh

* Fixed linting issues

* Added blist to ray/doc/requirements-doc.txt
 2019-12-11 16:41:54 -08:00
Chaokun Yang
6272907a57 [Streaming] Streaming data transfer and python integration (#6185) 2019-12-10 20:33:24 +08:00
Simon Mo
22b305223a
Build Docker Containers for Linux Wheels (#6233) 2019-11-27 17:05:36 -08:00
Philipp Moritz
decaa65cd6
Use pickle by default for serialization (#5978) 2019-11-10 18:12:18 -08:00
Philipp Moritz
f7455839bf
Expose raylet info to dashboard (#6045) 2019-10-31 17:36:59 -07:00
Ujval Misra
a851d7eb87 [tune] Readable trial progress output (#5822) 
* Cleaner, tabulated progress output.

* Minor HTML changes, trial ID instead of name

* Revert basic variant changes

* Cleanup, address richard's comments, add progress_reporter.py

* Add tabulate dependency

* Added more info to table, auto-hide columns with no data.

* lint

* Address comments

* Replace experiment tag w/ trial ID

* Fixed tests.

* Fixed test

* Added requirement

* Fix formatting
 2019-10-08 16:38:39 -07:00
Simon Mo
9bb3633cd9
[Serve] Implement metric interface (#5852) 
* Implement metric interface

* Address comment: made actor_handles a dict

* Fix iteration

* Lint

* Mark lightweight actors as num_cpus=0 to prevent resource starvation

* Be more explicit about the readiness condition

* Make task_runner non-blocking

* Lint
 2019-10-07 09:29:26 -07:00
Simon Mo
e8570874b6
[Serve] Implement flask_request and named python request (#5849) 
* Implement flask_request and named python request

* Forgot to include missing files

* Address comment

* Add flask to requirements for doc (lint failed)

* Update doc requirement so lint will build

* Install flask in CI

* Fix typo in .travis.yml
 2019-10-06 15:12:30 -07:00
Edward Oakes
972dddd776
[autoscaler] Kubernetes autoscaler backend (#5492) 
* Add Kubernetes NodeProvider to autoscaler

* Split off SSHCommandRunner

* Add KubernetesCommandRunner

* Cleanup

* More config options

* Check if auth present

* More auth checks

* Better output

* Always bootstrap config

* All working

* Add k8s-rsync comment

* Clean up manual k8s examples

* Fix up submit.yaml

* Automatically configure permissisons

* Fix get_node_provider arg

* Fix permissions

* Fill in empty auth

* Remove ray-cluster from this PR

* No hard dep on kubernetes library

* Move permissions into autoscaler config

* lint

* Fix indentation

* namespace validation

* Use cluster name tag

* Remove kubernetes from setup.py

* Comment in example configs

* Same default autoscaling config as aws

* Add Kubernetes quickstart

* lint

* Revert changes to submit.yaml (other PR)

* Install kubernetes in travis

* address comments

* Improve autoscaling doc

* kubectl command in setup

* Force use_internal_ips

* comments

* backend env in docs

* Change namespace config

* comments

* comments

* Fix yaml test
 2019-10-03 10:17:00 -07:00
Mitchell Stern
b03147e7bf Update call to py-spy to conform to new API (#5758) 2019-09-23 14:52:23 -07:00
Mitchell Stern
98dcc1d440 [Dashboard] Add initial version of new dashboard (#5730) 2019-09-23 08:50:40 -07:00
Philipp Moritz
a6dd794818 [Projects] Fix template path (#5716) 2019-09-16 19:58:54 -07:00
Simon Mo
5f88823c49
[Serve] Rewrite Ray.Serve From Scratch (#5562) 
* Commit and format files

* address stylistic concerns

* Replcae "Usage" by "Example" in doc

* Rename srv to serve

* Add serve to CI process; Fix 3.5 compat

* Improve determine_tests_to_run.py

* Quick cosmetic for determien_tests

* Address comments

* Address comments

* Address comment

* Fix typos and grammar

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

* Update python/ray/experimental/serve/global_state.py

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

* Use __init__ for Query and WorkIntent class

* Remove dataclasses dependency

* Rename oid to object_id for clarity

* Rename produce->enqueue_request, consume->dequeue_request

* Address last round of comment
 2019-09-13 21:36:56 -07:00
Devin Petersohn
c33d6662ce Remove Modin from Ray wheels. (#5647) 
There are several reasons for this:

* We no longer support python2
* There should be only 1 way of installing Modin
  * Issue management on these wheels
* I have never heard of anyone using this feature
* It is rarely kept up to date
* Modin depends on specific versions of Ray because of past API changes
 2019-09-05 23:46:27 -07:00
Simon Mo
d9b45cceec [Project] Implementing Project CLI (#5397) 2019-08-08 21:28:25 -07:00
Philipp Moritz
e8d9cfc1f1
Ray projects schema and validation (#5329) 2019-08-06 14:36:04 -07:00
Simon Mo
196495a4de Fix Redis Test (#5302) 2019-07-30 00:22:16 -07:00
Hao Chen
8a30b93e42
Define common data structures with protobuf. (#5121) 2019-07-08 22:41:37 +08:00
Eric Liang
0448847a02
Update protobuf version (#5128) 2019-07-06 15:59:55 -07:00
Hao Chen
0131353d42 [gRPC] Migrate gcs data structures to protobuf (#5024) 2019-06-25 14:31:19 -07:00
Robert Nishihara
d2f5b71c3b Remove typing from setup.py install_requirements. (#4971) 2019-06-12 15:02:12 -07:00
Philipp Moritz
b0f6ddf6d1 Remove CMake files (#4493) 2019-04-02 22:17:33 -07:00
Philipp Moritz
c5e2c9af4d Build wheels for macOS with Bazel (#4280) 2019-03-15 10:37:57 -07:00
Richard Liaw
6630a35353
[tune] Initial Commit for Tune CLI (#3983) 
This introduces a light CLI for Tune.
 2019-03-08 16:46:05 -08:00
Philipp Moritz
95254b3d71 Remove the old web UI (#4301) 2019-03-07 23:15:11 -08:00
Hao Chen
f0465bc68c
[Java] Refine tests and fix single-process mode (#4265) 2019-03-07 09:59:13 +08:00
Robert Nishihara
387c98cf01 Make sure dashboard is packaged with wheels. (#4175) 2019-02-27 18:36:49 -08:00
Yuhong Guo
41b81af11b Downgrade six to 1.0.0 (#4180) 2019-02-27 13:05:25 -08:00
Philipp Moritz
ba52caff37 Make Bazel the default build system (#3898) 2019-02-23 11:58:59 -08:00
Daniel Edgecumbe
2e30f7ba38 Add a web dashboard for monitoring node resource usage (#4066) 2019-02-21 00:10:04 -08:00
Yuhong Guo
1f864a02bc Add option of load_code_from_local which is required in cross-language ray call. (#3675) 2019-02-21 12:37:17 +08:00
Philipp Moritz
cfc7e2c5a9 Fix modin test (#4069) 2019-02-18 12:17:36 -08:00