Python generate_smart_noise Beispiele

Beispiel #1

Datei: test_log_reg_intent_classifier.py Projekt: yucdong/snips-nlu

    def test_generate_noise_utterances_should_replace_unknown_words(
            self, mocked_noise):
        # Given
        utterances = [{
            "data": [{
                "text": "hello "
            }, {
                "text": " you ",
                "entity": "you"
            }, {
                "text": " how are you "
            }, {
                "text": "bobby",
                "entity": "you"
            }]
        }]
        language = LANGUAGE_EN
        mocked_noise.return_value = ["hello", "dear", "you", "fool"]
        replacement_string = "unknownword"

        # When
        noise = generate_smart_noise(utterances, replacement_string, language)

        # Then
        expected_noise = [
            "hello", replacement_string, "you", replacement_string
        ]
        self.assertEqual(noise, expected_noise)

Beispiel #2

Datei: test_log_reg_intent_classifier.py Projekt: lym0302/snips-nlu

    def test_generate_noise_utterances_should_replace_unknown_words(
            self, mocked_noise):
        # Given
        utterances = [
            {
                "data": [
                    {
                        "text": "hello "
                    },
                    {
                        "text": " you ",
                        "entity": "you"
                    },
                    {
                        "text": " how are you "
                    },
                    {
                        "text": "bobby",
                        "entity": "you"
                    }
                ]
            }
        ]
        language = LANGUAGE_EN
        mocked_noise.return_value = ["hello", "dear", "you", "fool"]
        replacement_string = "unknownword"

        # When
        noise = generate_smart_noise(utterances, replacement_string, language)

        # Then
        expected_noise = ["hello", replacement_string, "you",
                          replacement_string]
        self.assertEqual(noise, expected_noise)