moe.tests.views.rest package¶

Submodules¶

moe.tests.views.rest.bandit_bla_test module¶

Test class for bandit_bla view.

class moe.tests.views.rest.bandit_bla_test.TestBanditBLAViews[source]¶

Bases: moe.tests.views.rest.bandit_test.TestBanditViews

Integration test for the /bandit/bla endpoint.

test_historical_info_passed_through()[source]¶

Test that the historical info get passed through to the endpoint.

test_interface_returns_as_expected()[source]¶

Integration test for the /bandit/bla endpoint.

moe.tests.views.rest.bandit_epsilon_test module¶

Test class for bandit_epsilon view.

class moe.tests.views.rest.bandit_epsilon_test.TestBanditEpsilonViews[source]¶

Bases: moe.tests.views.rest.bandit_test.TestBanditViews

Integration test for the /bandit/epsilon endpoint.

test_epsilon_first_hyperparameters_passed_through()[source]¶

Test that the hyperparameters get passed through to the epsilon-first endpoint.

test_epsilon_greedy_hyperparameters_passed_through()[source]¶

Test that the hyperparameters get passed through to the epsilon-greedy endpoint.

test_historical_info_passed_through()[source]¶

Test that the historical info get passed through to the endpoint.

test_interface_returns_as_expected()[source]¶

Integration test for the /bandit/epsilon endpoint.

moe.tests.views.rest.bandit_test module¶

Test class for bandit views.

class moe.tests.views.rest.bandit_test.TestBanditViews[source]¶

Bases: moe.tests.bandit.bandit_test_case.BanditTestCase, moe.tests.views.rest_test_case.RestTestCase

Integration test for the /bandit endpoints.

moe.tests.views.rest.bandit_ucb_test module¶

Test class for bandit_ucb view.

class moe.tests.views.rest.bandit_ucb_test.TestBanditUCBViews[source]¶

Bases: moe.tests.views.rest.bandit_test.TestBanditViews

Integration test for the /bandit/ucb endpoint.

test_historical_info_passed_through()[source]¶

Test that the historical info get passed through to the endpoint.

test_interface_returns_as_expected()[source]¶

Integration test for the /bandit/ucb endpoint.

moe.tests.views.rest.gp_ei_test module¶

Test class for gp_mean_var view.

class moe.tests.views.rest.gp_ei_test.TestGpEiView[source]¶

Bases: moe.tests.optimal_learning.python.gaussian_process_test_case.GaussianProcessTestCase, moe.tests.views.rest_test_case.RestTestCase

Test that the /gp/ei endpoint does the same thing as the C++ interface.

endpoint = '/gp/ei'¶

precompute_gaussian_process_data = True¶

test_interface_returns_same_as_cpp()[source]¶

Test that the /gp/ei endpoint does the same thing as the C++ interface.

moe.tests.views.rest.gp_hyper_opt_test module¶

Test class for gp_hyper_opt view.

class moe.tests.views.rest.gp_hyper_opt_test.TestGpHyperOptViews[source]¶

Bases: moe.tests.optimal_learning.python.gaussian_process_test_case.GaussianProcessTestCase, moe.tests.views.rest_test_case.RestTestCase

Integration test for the /gp/hyper_opt endpoint.

precompute_gaussian_process_data = True¶

test_hyperparameters_passed_through()[source]¶

Test that the hyperparameters get passed through to the endpoint.

test_interface_returns_same_as_cpp()[source]¶

Integration test for the /gp/hyper_opt endpoint.

test_optimizer_params_passed_through()[source]¶

Test that the optimizer parameters get passed through to the endpoint.

moe.tests.views.rest.gp_mean_var_test module¶

Test class for gp_mean_var view.

class moe.tests.views.rest.gp_mean_var_test.TestGpMeanVarView[source]¶

Bases: moe.tests.optimal_learning.python.gaussian_process_test_case.GaussianProcessTestCase, moe.tests.views.rest_test_case.RestTestCase

Test that the /gp/mean_var endpoint does the same thing as the C++ interface.

endpoint = '/gp/mean_var'¶

num_sampled_list = (1, 2, 3, 11, 20)¶

precompute_gaussian_process_data = True¶

test_interfaces_equivalent()[source]¶

Test that the /gp/mean, var, mean_var, etc. endpoints are consistent.

test_mean_var_interface_returns_same_as_cpp()[source]¶

Test that the /gp/mean_var endpoint does the same thing as the C++ interface.

moe.tests.views.rest.gp_next_points_test module¶

Test class for gp_next_points_epi view.

class moe.tests.views.rest.gp_next_points_test.TestGpNextPointsViews[source]¶

Bases: moe.tests.optimal_learning.python.gaussian_process_test_case.GaussianProcessTestCase, moe.tests.views.rest_test_case.RestTestCase

Integration test for the /gp/next_points/* endpoints.

num_sampled_list = (1, 2, 10)¶

precompute_gaussian_process_data = True¶

test_all_constant_liar_methods_function()[source]¶

Test that each contant liar lie_method runs to completion. This is an integration test.

test_interface_returns_same_as_cpp()[source]¶

Integration test for the /gp/next_points/* endpoints.

test_optimizer_params_passed_through()[source]¶

Test that the optimizer parameters get passed through to the endpoint.

Module contents¶

Tests for the MOE REST interface.