Function _createBatch has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.

Open

    def _createBatch(self, samples):
        """Create a single batch from the list of sample. The batch size is automatically defined by the number of
        samples given.
        The inputs should already be inverted. The target should already have <go> and <eos>
        Warning: This function should not make direct calls to args.batchSize !!!

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Function loadCorpus has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.

Open

    def loadCorpus(self):
        """Load/create the conversations data
        """
        datasetExist = os.path.isfile(self.filteredSamplesPath)
        if not datasetExist:  # First time we load the database: creating all files

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Function __init__ has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.

Open

    def __init__(self, dirName):
        """
        Args:
            dirName (string): directory where to load the corpus
        """

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Function execute has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.

Open

    def execute(self, cmd="", msg="", speak=False, duration=0):
        """Method to execute the given bash command and display a desktop environment independent notification.

        Keyword Args:
            cmd (str):          Bash command.

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Function buildNetwork has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.

Open

    def buildNetwork(self):
        """ Create the computational graph
        """

        # TODO: Create name_scopes (for better graph visualisation)

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Function async_performer has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.

Open

    def async_performer(self, thread_number, samples, results, s_print):
        s_print('\nThead {0} is started.\n'.format(thread_number + 1))
        from termcolor import colored

        correct_counter = 0

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Function extract has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.

Open

    def extract(self, sentence):
        """Extract the main topics from the sentence.

        Returns:
            (list) of (str)s:  List of strings.

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Function predictTestset has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.

Open

    def predictTestset(self, sess):
        """ Try predicting the sentences from the samples.txt file.
        The sentences are saved on the modelDir under the same name
        Args:
            sess: The current running session

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Consider simplifying this complex logical expression.

Open

                        if not (token.lemma_ == "search" or token.lemma_ == "find" or token.lemma_ == "Google" or token.lemma_ == "web" or token.lemma_ == "internet" or token.lemma_ == "image" or token.is_stop):
                            search_query += ' ' + token.text
                    search_query = search_query.strip()

Function greet has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

Open

def greet(userin):
    """The top-level method to greet the user with message like "*Good morning, sir.*".

    Args:
        userin:  :class:`dragonfire.utilities.TextToAction` instance.

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Function loadConversations has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

Open

    def loadConversations(self, dirName):
        """
        Args:
            dirName (str): folder to load
        Return:

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Avoid deeply nested control flow statements.

Open

                        if not (token.lemma_ == "search" or token.lemma_ == "find" or token.lemma_ == "Google" or token.lemma_ == "web" or token.lemma_ == "internet" or token.is_stop):
                            search_query += ' ' + token.text
                    search_query = search_query.strip()

Function get_config has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.

Open

    def get_config(self, key):
        config = {}
        config['model'] = "/usr/share/dragonfire/deepspeech/models/output_graph.pb"
        config['alphabet'] = "/usr/share/dragonfire/deepspeech/models/alphabet.txt"
        config['lm'] = "/usr/share/dragonfire/deepspeech/models/lm.binary"

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Avoid deeply nested control flow statements.

Open

                        if not args["server"] and not self.testing:
                            time.sleep(5)
                            k.tap_key(k.tab_key)
                            k.tap_key(k.tab_key)
                            k.tap_key(k.tab_key)

Avoid deeply nested control flow statements.

Open

                        if reduction < 1:
                            reduction = None
                        text = text[:reduction] + " " + cmd[1]

Avoid deeply nested control flow statements.

Open

                        if not first_clause:  # if the first verbtense assignment does not made yet
                            answer += ' ' + clause  # concatenate with a whitespace
                            first_clause = True
                        else:
                            answer += ' and ' + clause  # otherwise concatenate with ' AND '

Avoid deeply nested control flow statements.

Open

                        for character in com[n:]:
                            k.tap_key(character)
                        k.tap_key(" ")

Avoid deeply nested control flow statements.

Open

                        if img_url:
                            response = urllib.request.urlopen(img_url)
                            img_data = response.read()
                            img_extension = mimetypes.guess_extension(response.headers['content-type'])
                            filename = "/tmp/tmp" + uuid.uuid4().hex + img_extension

Avoid deeply nested control flow statements.

Open

                        if not (token.lemma_ == "search" or token.lemma_ == "find" or token.lemma_ == "Google" or token.lemma_ == "web" or token.lemma_ == "internet" or token.lemma_ == "image" or token.is_stop):
                            search_query += ' ' + token.text
                    search_query = search_query.strip()

Avoid deeply nested control flow statements.

Open

                        if not self.testing:
                            m.scroll(0, 5)
                return "swipe right"