palladium.tests package¶

Submodules¶

palladium.tests.conftest module¶

palladium.tests.test_R module¶

class palladium.tests.test_R.TestAbstractModel¶

Bases: object

test_fit_with_numpy_data(Model, data)¶

test_fit_with_pandas_data(Model, dataframe)¶

class palladium.tests.test_R.TestClassification¶

Bases: object

test_fit_and_predict(dataset, model)¶

test_fit_and_score(dataset, model)¶

class palladium.tests.test_R.TestClassificationModel¶

Bases: palladium.tests.test_R.TestAbstractModel

test_predict_with_numpy_data(Model, data)¶

test_predict_with_pandas_data(Model, dataframe)¶

class palladium.tests.test_R.TestClassificationWithNumpyDataset¶: Bases: palladium.tests.test_R.TestClassification

class palladium.tests.test_R.TestClassificationWithPandasDataset¶: Bases: palladium.tests.test_R.TestClassification

class palladium.tests.test_R.TestDatasetLoader¶

Bases: object

test_it(DatasetLoader)¶

palladium.tests.test_cache module¶

class palladium.tests.test_cache.TestDiskCache¶

Bases: object

test_it(diskcache)¶

test_it_ignore(diskcache)¶

test_it_no_compute_key(diskcache)¶

class palladium.tests.test_cache.TestPickleDiskCache¶: Bases: palladium.tests.test_cache.TestDiskCache

palladium.tests.test_dataset module¶

class palladium.tests.test_dataset.TestSQL¶

Bases: object

test_concurrency(sql)¶

test_it(sql)¶

test_ndarray_false(sql)¶

class palladium.tests.test_dataset.TestScheduledDatasetLoader¶

Bases: object

test_call(process_store, loader)¶

test_call_custom_value(process_store, loader)¶

test_update_cache(loader)¶

class palladium.tests.test_dataset.TestTable¶

Bases: object

test_it(Table)¶

test_ndarray_false(Table)¶

test_no_slice(Table)¶

test_table_no_target(Table)¶

palladium.tests.test_dataset.test_empty_dataset_loader()¶

palladium.tests.test_eval module¶

class palladium.tests.test_eval.TestList¶

Bases: object

test(list)¶

class palladium.tests.test_eval.TestTest¶

Bases: object

test_test(test)¶

test_test_no_score(test)¶

palladium.tests.test_fit module¶

class palladium.tests.test_fit.TestFit¶

Bases: object

test_activate_no_persist(fit, dataset_loader)¶

test_evaluate_annotations(fit, dataset_loader)¶

test_evaluate_no_test_dataset(fit)¶

test_evaluate_with_test_dataset(fit)¶

test_it(fit)¶

test_no_persist(fit)¶

test_persist_if_better_than(fit, dataset_loader)¶

test_persist_if_better_than_false(fit, dataset_loader)¶

test_persist_if_better_than_no_dataset_test(fit, dataset_loader)¶

test_persist_if_better_than_persist_false(fit, dataset_loader)¶

test_timestamp(fit, dataset_loader)¶

class palladium.tests.test_fit.TestGridSearch¶

Bases: object

test_grid_search(grid_search)¶

test_it(grid_search)¶

test_no_score_method_raises(grid_search)¶

palladium.tests.test_fit.test_activate()¶

palladium.tests.test_fit.test_delete()¶

palladium.tests.test_interfaces module¶

class palladium.tests.test_interfaces.TestAnnotate¶

Bases: object

test_with_existing_data(annotate)¶

test_without_existing_data(annotate)¶

class palladium.tests.test_interfaces.TestPredictError¶

Bases: object

test_str(PredictError)¶

palladium.tests.test_julia module¶

class palladium.tests.test_julia.TestAbstractModel¶

Bases: object

test_fit(model)¶

test_fit_with_label_encoder(model)¶

test_getstate(model)¶

test_initialize_julia(model, bridge)¶

test_predict(model)¶

test_predict_convert_to_float(model)¶

test_predict_with_label_encoder(model)¶

test_setstate(model, bridge)¶

class palladium.tests.test_julia.TestClassificationModel¶

Bases: palladium.tests.test_julia.TestAbstractModel

test_score(model)¶

palladium.tests.test_persistence module¶

class palladium.tests.test_persistence.Dummy(**kwargs)¶: Bases: object

class palladium.tests.test_persistence.TestCachedUpdatePersister¶

Bases: object

test_dont_cache(process_store, CachedUpdatePersister, config)¶

test_proxy_activate(CachedUpdatePersister)¶

test_proxy_delete(CachedUpdatePersister)¶

test_proxy_list_models(CachedUpdatePersister)¶

test_proxy_list_properties(CachedUpdatePersister)¶

test_proxy_upgrade(CachedUpdatePersister)¶

test_read(process_store, persister)¶

test_read_custom_value(process_store, persister)¶

test_update_cache(persister)¶

test_update_cache_rrule(process_store, CachedUpdatePersister, config)¶

test_write(persister)¶

class palladium.tests.test_persistence.TestDatabase¶

Bases: object

test_activate(database, dbmodel)¶

test_concurrent_read_write(database, dbmodel)¶

test_delete(database, dbmodel)¶

test_initialize_properties(database)¶

test_list_models_no_entries(database)¶

test_list_models_with_existing_entry(database, dbmodel)¶

test_list_models_with_two_entries(database, dbmodel)¶

test_read(database, dbmodel)¶

test_read_activated_model_missing(database, dbmodel)¶

test_read_no_active_model(database, dbmodel)¶

test_read_no_model(database)¶

test_read_with_version(database, dbmodel)¶

test_table_postfix(Database, request)¶

test_upgrade_1_0(database, dbmodel)¶

test_upgrade_from_version(database)¶

test_upgrade_no_args(database)¶

test_write_no_entry(database)¶

test_write_with_existing_entry(database, dbmodel)¶

class palladium.tests.test_persistence.TestDatabaseCLOB¶: Bases: palladium.tests.test_persistence.TestDatabase

class palladium.tests.test_persistence.TestFile¶

Bases: object

test_activate(File)¶

test_activate_bad_version(File)¶

test_delete(File)¶

test_delete_bad_version(File)¶

test_init_path_without_version(File)¶

test_list_models_no_metadata(File)¶

test_list_models_with_metadata(File)¶

test_list_properties_no_metadata(File)¶

test_list_properties_with_metadata(File)¶

test_read(File)¶

test_read_activated_model_missing(File)¶

test_read_md(File)¶

test_read_md_no_file(File)¶

test_read_no_active_model(File)¶

test_read_no_model(File)¶

test_read_no_model_with_given_version(File)¶

test_read_with_version(File)¶

test_update_md(File)¶

test_update_metadata(File)¶

test_upgrade_1_0(File)¶

test_upgrade_1_0_no_metadata(File)¶

test_upgrade_from_version(File)¶

test_upgrade_no_args(File)¶

test_upgrade_with_legacy_md(File)¶

test_write_no_model_files(File)¶

test_write_with_model_files(File)¶

class palladium.tests.test_persistence.TestUpgradeSteps¶

Bases: object

test_empty(steps)¶

test_three_steps_no_overlap(three_steps)¶

test_three_steps_overlap(three_steps)¶

palladium.tests.test_server module¶

class palladium.tests.test_server.TestAliveFunctional¶

Bases: object

test_empty_process_state(config, flask_client)¶

test_filled_process_state(config, process_store, flask_client)¶

test_missing_process_state(config, process_store, flask_client)¶

class palladium.tests.test_server.TestPredict¶

Bases: object

test_predict_functional(config, flask_app, flask_client)¶

test_unknown_exception(predict, flask_app)¶

class palladium.tests.test_server.TestPredictService¶

Bases: object

test_bad_request(PredictService, flask_app)¶

test_functional(PredictService, flask_app)¶

test_generic_error(PredictService, flask_app)¶

test_post_request(PredictService, flask_app)¶

test_predict_error(PredictService, flask_app)¶

test_probas(PredictService, flask_app)¶

test_sample_from_data(PredictService)¶

class palladium.tests.test_server.TestPredictStream¶

Bases: object

test_listen(stream)¶

test_listen_direct_exit(stream)¶

test_predict_error(stream)¶

test_predict_params(config, stream)¶

palladium.tests.test_util module¶

class palladium.tests.test_util.MyDummyComponent(arg1, arg2='blargh', subcomponent=None)¶

Bases: object

initialize_component(config)¶

class palladium.tests.test_util.TestApplyKwargs¶

Bases: object

test_it(apply_kwargs, myfunc)¶

test_typeerror(apply_kwargs, myfunc)¶

class palladium.tests.test_util.TestGetConfig¶

Bases: object

test_read(get_config, config)¶

test_read_environ(get_config, config)¶

class palladium.tests.test_util.TestInitializeConfig¶

Bases: object

test_initialize_config_already_initialized(config, initialize_config)¶

test_initialize_config_extra(config, initialize_config)¶

class palladium.tests.test_util.TestInitializeConfigImpl¶

Bases: object

test_initialize_config(_initialize_config)¶

test_initialize_config_logging(_initialize_config)¶

class palladium.tests.test_util.TestPartial¶

Bases: object

classmethod myfunc(one, two, three='three')¶

test_dotted(Partial)¶

test_it(Partial)¶

class palladium.tests.test_util.TestPluggableDecorator¶

Bases: object

test_no_config(PluggableDecorator, config)¶

test_two_decorators(PluggableDecorator, config)¶

test_wrapped(PluggableDecorator, config)¶

test_wrapped_empty_list(PluggableDecorator, config)¶

class palladium.tests.test_util.TestProcessStore¶

Bases: object

test_clear(store)¶

test_delitem(store)¶

test_get(store)¶

test_getitem(store)¶

test_in(store)¶

test_init(store)¶

test_mtime_delitem(store)¶

test_mtime_no_entry(store)¶

test_mtime_setitem(store)¶

test_setitem(store)¶

class palladium.tests.test_util.TestResolveDottedName¶

Bases: object

test_with_colon(resolve_dotted_name)¶

test_with_dots(resolve_dotted_name)¶

class palladium.tests.test_util.TestRruleThread¶

Bases: object

test_func_raises(RruleThread)¶

test_last_execution(RruleThread)¶

test_rrule_from_dict(RruleThread)¶

test_sleep_between_checks(RruleThread)¶

class palladium.tests.test_util.TestSessionScope¶

Bases: object

test_exception()¶

test_success()¶

class palladium.tests.test_util.TestUpgrade¶

Bases: object

test_from_version(upgrade)¶

test_from_version_and_to_version(upgrade)¶

test_no_args(upgrade)¶

palladium.tests.test_util.dec1(func)¶

palladium.tests.test_util.dec2(func)¶

palladium.tests.test_util.test_args_from_config(config)¶

palladium.tests.test_util.test_config_class_keyerror()¶

palladium.tests.test_util.test_create_component()¶

Module contents¶

palladium.tests.change_cwd(path)¶

palladium.tests.predict(path='/predict?sepal length=1.0&sepal width=1.1&petal length=0.777&petal width=5')¶

palladium.tests.pytest_addoption(parser)¶

palladium.tests.pytest_configure(config)¶

palladium.tests.pytest_runtest_setup(item)¶

palladium.tests.run_smoke_tests_with_config(config_fname, run=None, raise_errors=True, func_kwargs=None)¶