* Added basic functionality and tests
* Feature parity with old tune search space config
* Convert Optuna search spaces
* Introduced quantized values
* Updated Optuna resolving
* Added HyperOpt search space conversion
* Convert search spaces to AxSearch
* Convert search spaces to BayesOpt
* Added basic functionality and tests
* Feature parity with old tune search space config
* Convert Optuna search spaces
* Introduced quantized values
* Updated Optuna resolving
* Added HyperOpt search space conversion
* Convert search spaces to AxSearch
* Convert search spaces to BayesOpt
* Re-factored samplers into domain classes
* Re-added base classes
* Re-factored into list comprehensions
* Added `from_config` classmethod for config conversion
* Applied suggestions from code review
* Removed truncated normal distribution
* Set search properties in tune.run
* Added test for tune.run search properties
* Move sampler initializers to base classes
* Add tune API sampling test, fixed includes, fixed resampling bug
* Add to API docs
* Fix docs
* Update metric and mode only when set. Set default metric and mode to experiment analysis object.
* Fix experiment analysis tests
* Raise error when delimiter is used in the config keys
* Added randint/qrandint to API docs, added additional check in tune.run
* Fix tests
* Fix linting error
* Applied suggestions from code review. Re-aded tune.function for the time being
* Fix sampling tests
* Fix experiment analysis tests
* Fix tests and linting error
* Removed unnecessary default_config attribute from OptunaSearch
* Revert to set AxSearch default metric
* fix-min-max
* fix
* nits
* Added function check, enhanced loguniform error message
* fix-print
* fix
* fix
* Raise if unresolved values are in config and search space is already set
Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
* Write a test.
* Basic structure done.
* Reduce flakiness of tests.
* Addressed code review.
* Skipping tests because it is flaky for now.
* Fix linting issues.
* Increase sleep time to see lint messages.
* Lint issue fixed.
* Fix errors in ActorPool documentation
1. map() and map_unordered() name
2. The print statement doesn't work
* Correctly change lines
* Address comments from pr
* Patch error that occurred when there was an entry in the dashboard logs or errors internal data structures, and a worker was removed from the cluster. This would crash the cluster with a KeyError.
* lint
Co-authored-by: Max Fitton <max@semprehealth.com>
* Improve reporter module
* Add test_node_physical_stats to test_reporter.py
* Add test_class_method_route_table to test_dashboard.py
* Add stats_collector module for dashboard
* Subscribe actor table data
* Add log module for dashboard
* Only enable test module in some test cases
* CI run all dashboard tests
* Reduce test timeout to 10s
* Use fstring
* Remove unused code
* Remove blank line
* Fix dashboard tests
* Fix asyncio.create_task not available in py36; Fix lint
* Add format_web_url to ray.test_utils
* Update dashboard/modules/reporter/reporter_head.py
Co-authored-by: Max Fitton <mfitton@berkeley.edu>
* Add DictChangeItem type for Dict change
* Refine logger.exception
* Refine GET /api/launch_profiling
* Remove disable_test_module fixture
* Fix test_basic may fail
Co-authored-by: 刘宝 <po.lb@antfin.com>
Co-authored-by: Max Fitton <mfitton@berkeley.edu>
