def test_builds_a_neural_net_using_the_computed_max_length(self):
TestHelper.assertCallParameter(self.UpdateTestData.data.max_length,
self.NeuralNetBuilderService.call, 0)
def test_builds_a_neural_net_using_the_computed_number_of_output_neurons(
self):
TestHelper.assertCallParameter(
self.UpdateTestData.data.numberOfOutputNeurons,
self.NeuralNetBuilderService.call, 1)
def test_askUserForChoice_displays_prompt(self):
TestHelper.assertCallParameter(self.UiTestData.PROMPT,
self.mockedInput, 0)
def test_the_database_row_with_the_the_oid_for_the_row_computed_from_problemoids_is_obtained(
self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.UpdateTestData.oidAsStr,
self.RowProviderService.call, 1)
def test_updates_categories_based_on_predictions(self):
TestHelper.assertCallParameter(self.UpdateTestData.data,
self.UpdateService.call, 0)
def test_prepareOptionsToOffer_displays_probability(self):
TestHelper.assertCallParameter(self.UpdateTestData.data.problemValues[0][2], self.OptionDisplayService.call, 1)
def test_the_oid_passed_to_update_is_the_oid_for_the_row(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.UpdateTestData.oidAsStr,
self.UpdateDBService.call, 1)
def test_uses_the_trained_neural_net_to_get_the_predictions_from_problemValues(
self):
TestHelper.assertCallParameter(self.UpdateTestData.data.problemValues,
self.AiTestData.model.predict, 0)
def test_option_preparation_uses_the_categories(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.UpdateTestData.categories,
self.OptionPreparatorService.call, 2)
def test_the_choice_passed_to_update_is_the_choice_obtained(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.choice, self.UpdateDBService.call,
3)
def test_option_preparation_uses_the_row_number(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.UpdateTestData.rowNumber,
self.OptionPreparatorService.call, 0)
def test_the_database_row_is_displayed(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.DbTestData.fetched_row,
self.TransactionDisplayService.call, 0)
def test_the_database_row_is_obtained_through_the_connections(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.DbTestData.connection,
self.RowProviderService.call, 0)
def test_trains_the_built_model(self):
TestHelper.assertCallParameter(self.AiTestData.model,
self.NeuralNetTrainerService.call, 2)
def test_the_database_row_is_updated_through_the_connections(self):
self.runTest(self.choice)
TestHelper.assertCallParameter(self.DbTestData.connection,
self.UpdateDBService.call, 0)
def test_trains_the_built_model_using_training_results(self):
TestHelper.assertCallParameter(self.UpdateTestData.data.trainResults,
self.NeuralNetTrainerService.call, 1)
def test_checkAccuracy_displays_accuracy(self):
self.runTestWithAccuracy(self.AiTestData.ACCURACY)
TestHelper.assertCallParameter(self.AiTestData.ACCURACY,
self.DisplayAccuracyService.call, 0)
def test_checks_the_accuracy_of_the_built_modell(self):
TestHelper.assertCallParameter(self.AiTestData.ACCURACY,
self.AccuracyCheckService.call, 0)
def test_checkAccuracy_exits_when_accuracy_is_low(self):
self.runTestWithAccuracy(self.AiTestData.LOW_ACCURACY)
TestHelper.assertCallParameter(-1, self.sysExit, 0)
def test_prepareOptionsToOffer_displays_choice_key(self):
TestHelper.assertCallParameter(self.UpdateTestData.resultKeys[0], self.OptionDisplayService.call, 0)
def test_it_prepares_data_with_the_loaded_train_set(self):
TestHelper.assertCallParameter(self.DataTestData.TRAIN_SET,
self.PrepareDataService.call,
0,
prepareForCheck=lambda x: x.to_dict())
def test_prepareOptionsToOffer_displays_categories(self):
TestHelper.assertCallParameter(self.UpdateTestData.categories[3], self.OptionDisplayService.call, 2)
def test_it_prepares_data_with_the_loaded_problem_set(self):
TestHelper.assertCallParameter(self.DataTestData.PROBLEM_SET,
self.PrepareDataService.call,
1,
prepareForCheck=lambda x: x.to_dict())
def test_executes_SQL_TO_OBTAIN_CATEGORIES(self):
self.fakeConnection.cursor.execute.assert_called_once()
TestHelper.assertCallParameter(config.SQL_TO_OBTAIN_CATEGORIES,
self.fakeConnection.cursor.execute, 0)
def test_executes_the_formatted_update_query(self):
TestHelper.assertCallParameter(self.DbTestData.formattedUpdateQuery,
self.fakeConnection.cursor.execute, 0)
self.fakeConnection.cursor.execute.assert_called_once()
