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lappis-unb/rasa-ptbr-boilerplate

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bot/components/sentiment_analyzer.py

Summary

Maintainability
A
3 hrs
Test Coverage

Function train has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
Open

    def train(self, training_data, cfg, **kwargs):
        """Load the sentiment polarity labels from the text
        file, retrieve training tokens and after formatting
        data train the classifier."""
Severity: Minor
Found in bot/components/sentiment_analyzer.py - About 2 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

Avoid deeply nested control flow statements.
Open

                        if stemmed_word not in self.corpus_words:
                            self.corpus_words[stemmed_word] = 1
                        else:
                            self.corpus_words[stemmed_word] += 1
Severity: Major
Found in bot/components/sentiment_analyzer.py - About 45 mins to fix

    Function load has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def load(
    Severity: Minor
    Found in bot/components/sentiment_analyzer.py - About 35 mins to fix

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