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DragonComputer/Dragonfire

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dragonfire/deepconv/textdata.py

Summary

Maintainability
C
1 day
Test Coverage

Function filterFromFull has a Cognitive Complexity of 31 (exceeds 5 allowed). Consider refactoring.
Open

    def filterFromFull(self):
        """ Load the pre-processed full corpus and filter the vocabulary / sentences
        to match the given model options
        """
Severity: Minor
Found in dragonfire/deepconv/textdata.py - About 4 hrs to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

TextData has 25 functions (exceeds 20 allowed). Consider refactoring.
Open

class TextData:
    """Dataset class
    Warning: No vocabulary limit
    """
Severity: Minor
Found in dragonfire/deepconv/textdata.py - About 2 hrs to fix

    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 !!!
    Severity: Minor
    Found in dragonfire/deepconv/textdata.py - About 1 hr to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    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
    Severity: Minor
    Found in dragonfire/deepconv/textdata.py - About 1 hr to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Function sequence2str has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
    Open

        def sequence2str(self, sequence, clean=False, reverse=False):
        """Convert a list of integer into a human readable string
        Args:
            sequence (list<int>): the sentence to print
            clean (Bool): if set, remove the <go>, <pad> and <eos> tokens
    Severity: Minor
    Found in dragonfire/deepconv/textdata.py - About 35 mins to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Function extractConversation has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

        def extractConversation(self, conversation):
        """Extract the sample lines from the conversations
        Args:
            conversation (Obj): a conversation object containing the lines to extract
        """
    Severity: Minor
    Found in dragonfire/deepconv/textdata.py - About 25 mins to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

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