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[tune] implement shim instantiation (#10456)

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* Create ray.tune.suggest.create.create_scheduler

* Update __init__.py

* Resolve conflict in __init__.py

* Create ray.tune.schedulers.create.create_scheduler

* Update __init__.py

* Move create_scheduler to tune.schedulers.__init__

* Move create_searcher to tune.suggest.__init__

* Delete tune.suggest.create

* Delete tune.schedulers.create

* Update imports for shim functions in tune.__init__

* Remove shim from tune.suggest.__init__.__all__

* Remove shim from tune.schedulers.__init__.__all__

* Add ShimCreationTest

* Move ShimCreationTest to test_api

* Delete test_shim.py

* Add docstring for ray.tune.create_scheduler

* Add docstring to ray.tune.create_searcher

* Fix typo in ray.tune.create_scheduler docstring

* Fix lint errors in tune.schedulers.__init__

* Fix lint errors in tune.suggest.__init__

* Fix lint errors in tune.suggest.__init__

* Fix lint errors in tune.schedulers.__init__

* Fix imports in test_api

* Fix lint errors in test_api

* Fix kwargs in create_searcher

* Fix kwargs in create_scheduler

* Merge branch 'master' into shim-instantiation

* Update use-case in docs in tune.create_scheduler

* Update use-case in docs in tune.create_searcher

* Remove duplicate pytest run from test_api

* Add check to create_searcher


Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Add check to create_scheduler

* lint

* Compare types of instances in test_api

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Add tune.create_searcher to docs

* Fix doc build

* Fix tests

* Add tune.create_scheduler to docs

* Fix tests

* Fix lint errors

* Update Ax search for master

* Fix metric kwarg for Ax in test_api

* Fix doc build

* Fix HyperOptSearch import in test_api

* Fix HyperOptSearch import in create_searcher

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
This commit is contained in:
Sumanth Ratna
2020-09-05 09:36:42 -07:00
committed by GitHub
co-authored by Richard Liaw
parent f03e91788a
commit 54215ff287
6 changed files with 197 additions and 2 deletions
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doc/source/tune/api_docs/schedulers.rst
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@@ -196,3 +196,9 @@ TrialScheduler
.. autoclass:: ray.tune.schedulers.TrialScheduler
:members:
Shim Instantiation (tune.create_scheduler)
------------------------------------------
There is also a shim function that constructs the scheduler based on the provided string. This can be useful if the scheduler you want to use changes often (e.g., specifying the scheduler via a CLI option or config file).
.. automethod:: ray.tune.create_scheduler