def __init__(self):
super().__init__()
self.__logger = Logger()
self.__file_dialog = QFileDialog()
self.__logger.info('FileReader was successfully initialized.',
__name__)
def __init__(self):
# Services
self.__recognizer = sr.Recognizer()
self.__logger = Logger()
self._exceptions_handler = ExceptionsHandler()
self.__logger.info('SpeechRecognizer was successfully initialized.', __name__)
def __init__(self):
# Services
self.__logger = Logger()
self._exceptions_handler = ExceptionsHandler()
self.__logger.info('SpellChecker was successfully initialized.',
__name__)
def __init__(self, classifier_name='NBC'):
# Services
self._configurator = Configurator()
self._configurator.configure_system()
self._database_cursor = DatabaseCursor()
self._document_preparer = DocumentPreparer()
self._text_weight_counter = TextWeightCounter()
self._classifier = Classifier()
self.__logger = Logger()
self._lemmatizer = Lemmatizer()
self._path_service = PathService()
# Data
self._classifier_name = classifier_name
self._text = None
self.tonal = None
self.probability = 0
self._unigrams = None
self._bigrams = None
self._trigrams = None
self._unigrams_weight = None
self._bigrams_weight = None
self._trigrams_weight = None
self.__logger.info('TextTonalAnalyzer was successfully initialized.',
__name__)
def __init__(self):
self.__logger = Logger()
self._request_exceptions = [
type(item) for item in [
requests.ConnectionError(),
requests.HTTPError(),
requests.TooManyRedirects(),
requests.Timeout(),
requests.TooManyRedirects(),
requests.RequestException(),
requests.ConnectTimeout(),
requests.ReadTimeout()
]
]
self._system_errors = [
type(item) for item in [
KeyError(),
AttributeError(),
IndexError(),
ZeroDivisionError(),
SystemError(),
ValueError(),
AssertionError()
]
]
self._file_errors = [
type(item) for item in [FileExistsError(),
FileNotFoundError()]
]
self._database_errors = [
type(item) for item in [
sqlite3.Error(),
sqlite3.DataError(),
sqlite3.ProgrammingError(),
sqlite3.DatabaseError(),
sqlite3.NotSupportedError(),
sqlite3.IntegrityError(),
sqlite3.InterfaceError(),
sqlite3.InternalError(),
sqlite3.OperationalError()
]
]
self._speech_recognizer_errors = [
type(item) for item in [
sr.RequestError(),
sr.UnknownValueError(),
sr.WaitTimeoutError(),
sr.RequestError()
]
]
self.__logger.info('ExceptionsHandler was successfully initialized.',
__name__)
def __init__(self):
# Services
self.__logger = Logger()
self._path_service = PathService()
self._exceptions_handler = ExceptionsHandler()
# Data
self._container = ClassificationDataContainer()
self._possible_classifiers = ['NBC', 'LogisticRegression', 'KNN']
self.__logger.info('Classifier was successfully initialized.',
__name__)
def __init__(self):
# Services
self._spell_checker = SpellChecker()
self.__logger = Logger()
self._path_service = PathService()
self._morph_analyzer = pymorphy2.MorphAnalyzer()
# Data
self._stop_words = self._read_stop_words()
self._parts_of_speech_to_remove = ['NUMR', 'NPRO', 'PREP']
self.__logger.info('Lemmatizer was successfully initialized.',
__name__)
def __init__(self):
# Services
self.__logger = Logger()
self._path_service = PathService()
self._configurator = Configurator()
self._exceptions_handler = ExceptionsHandler()
# Data
self._wd = os.getcwd()
self._request_url = None
self.databases_public_keys = None
self.__logger.info('DatabaseCursor was successfully initialized.',
__name__)
def __init__(self):
# Services
self._database_cursor = DatabaseCursor()
self._ngram_analyzer = NgramAnalyzer()
self.__logger = Logger()
self._path_service = PathService()
# Data
self._docs_count = dict()
self._count_all_docs()
self.__logger.info('TextWeightCounter was successfully initialized.',
__name__)
def __init__(self):
# Services
self._database_cursor = DatabaseCursor()
self.__logger = Logger()
self._exceptions_hanlder = ExceptionsHandler()
self._lemmatizer = Lemmatizer()
self._path_service = PathService()
self._configurator = Configurator()
self._morph_analyzer = pymorphy2.MorphAnalyzer()
# Data
self._vec_model = None
self._load_vec_model()
self.__logger.info('NgramAnalyzer was successfully initialized.', __name__)
def __init__(self):
# Services
self.__logger = Logger()
self._path_service = PathService()
self._exceptions_handler = ExceptionsHandler()
# Data
self._config = dict()
self._wd = os.getcwd()
self._path_to_databases = None
self._request_url = None
self._vector_model_public_key = None
self._databases_public_keys = None
self._load_public_keys()
self.__logger.info('Configurator was successfully initialized.',
__name__)
def __init__(self):
# Services
self.__logger = Logger()
# Data
self._wd = os.getcwd()
self.path_to_databases = None
self.path_to_configs = None
self._valid_classifiers = None
self._valid_model_types = None
self._valid_databases = None
self._valid_test_results_modes = None
self._valid_datasets = None
self.path_to_stop_words = None
self._path_to_main_directory = None
self.path_to_vector_model = None
self._path_to_classifier_models = None
self._path_to_test_results = None
self.configure()
self.__logger.info('PathService was successfully configured.', __name__)
def __init__(self):
super().__init__()
self.os = platform.system().lower()
# Services
self._speech_recognizer = SpeechRecognizer()
self._file_reader = FileReader()
self.__logger = Logger()
self._path_service = PathService()
self._text_tonal_analyzer = TextTonalAnalyzer('NBC')
self._config = None
self._load_config()
# GUI Elements
self.line_edit = QLineEdit(self)
self.answer_label = QLabel(self)
self.voice_button = QPushButton(self)
self.answer_button = QPushButton(self)
self.file_dialog_button = QPushButton(self)
self.delete_button = QPushButton(self)
self.message_box = QMessageBox()
def __init__(self):
self.__logger = Logger()
self.__logger.info('DocumentPreparer was successfully initialized.',
__name__)