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izikeros/trend_classifier

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Showing 6 of 6 total issues

File segmentation.py has 259 lines of code (exceeds 250 allowed). Consider refactoring.
Confirmed

import warnings
from typing import Optional
from typing import Union

import numpy as np
Severity: Minor
Found in trend_classifier/segmentation.py - About 2 hrs to fix

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

        def calculate_segments(self) -> list[Segment]:
        """Calculate segments with similar trend for the given timeserie.

        Calculates:
         - boundaries of segments
    Severity: Minor
    Found in trend_classifier/segmentation.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 __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Minor
    Found in trend_classifier/segmentation.py - About 45 mins to fix

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

          def _handle_input_data(self, column, df, x, y):
        # --- Handle input data
        # error - most likely pandas dataframe as argument instead of kwarg
        if x is not None and not isinstance(x, list):
            # TODO: KS: 2022-09-07: accept also numpy array, ndarray,np.matrix, pd.Series
      Severity: Minor
      Found in trend_classifier/segmentation.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 _handle_configuration has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
      Open

          def _handle_configuration(self, config, n):
        # Handle configuration
        if config is None:
            # use default configuration if no configuration is provided
            self.config = Config()
      Severity: Minor
      Found in trend_classifier/segmentation.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

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

      def _plot_segments(obj, fig_size: FigSize = (8, 4)) -> None:
    """Plot all segments and linear trend lines.

    Args:
        fig_size: size of the figure e.g. (8, 4)
      Severity: Minor
      Found in trend_classifier/visuals.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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