Complete PR comments for hyperopt refactoring

[jimthompson5802]

Code Pull Requests

This PR addresses remaining coments from PR #1994

• Refactor HyperOpt to use RayTune #1994 (comment)
• Refactor HyperOpt to use RayTune #1994 (comment)

Local unit test

root@1892eaa3c210:/opt/project/sandbox/pytest_area# pytest -v /opt/project/tests/integration_tests/test_hyperopt.py
=========================================================== test session starts ============================================================
platform linux -- Python 3.8.13, pytest-7.1.2, pluggy-1.0.0 -- /usr/local/bin/python
cachedir: .pytest_cache
rootdir: /opt/project, configfile: pytest.ini
plugins: typeguard-2.13.3, timeout-2.1.0, pycharm-0.7.0, cov-3.0.0, xdist-2.5.0, forked-1.4.0, anyio-3.6.1
collected 25 items

../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[None] PASSED                                                [  4%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[variant_generator] PASSED                                   [  8%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[random] PASSED                                              [ 12%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[hyperopt] PASSED                                            [ 16%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[bohb] PASSED                                                [ 20%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[ax] PASSED                                                  [ 24%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[bayesopt] PASSED                                            [ 28%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[blendsearch] PASSED                                         [ 32%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[cfo] PASSED                                                 [ 36%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[dragonfly] PASSED                                           [ 40%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[hebo] PASSED                                                [ 44%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[skopt] PASSED                                               [ 48%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_search_alg[optuna] PASSED                                              [ 52%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_executor_with_metric PASSED                                            [ 56%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[fifo] PASSED                                                 [ 60%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[asynchyperband] PASSED                                       [ 64%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[async_hyperband] PASSED                                      [ 68%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[median_stopping_rule] PASSED                                 [ 72%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[medianstopping] PASSED                                       [ 76%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[hyperband] PASSED                                            [ 80%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[hb_bohb] PASSED                                              [ 84%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[pbt] PASSED                                                  [ 88%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_scheduler[resource_changing] PASSED                                    [ 92%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_run_hyperopt[random] PASSED                                            [ 96%]
../../tests/integration_tests/test_hyperopt.py::test_hyperopt_run_hyperopt[grid] PASSED                                              [100%]

[github-actions]

Unit Test Results

       6 files  ±0         6 suites  ±0   2h 21m 40s ⏱️ + 9m 43s
2 799 tests ±0  2 767 ✔️ +3    32 💤  - 3  0 ❌ ±0 
8 397 runs  ±0  8 297 ✔️ +9  100 💤  - 9  0 ❌ ±0 

Results for commit 4621bb5. ± Comparison against base commit 698a0e0.

♻️ This comment has been updated with latest results.

[justinxzhao]

Thank you!