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dssg/timechop

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timechop/timechop.py

Summary

Maintainability
C
7 hrs
Test Coverage

File timechop.py has 340 lines of code (exceeds 250 allowed). Consider refactoring.
Open

from . import utils
from dateutil.relativedelta import relativedelta
import warnings
import logging
import itertools
Severity: Minor
Found in timechop/timechop.py - About 4 hrs to fix

    Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in timechop/timechop.py - About 1 hr to fix

      Function generate_matrix_definitions has 6 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def generate_matrix_definitions(
      Severity: Minor
      Found in timechop/timechop.py - About 45 mins to fix

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

            def calculate_as_of_times(
        self,
        as_of_start_limit,
        as_of_end_limit,
        data_frequency,
        Severity: Minor
        Found in timechop/timechop.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 chop_time has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
        Open

            def chop_time(self):
        """ Given the attributes of the object, define all train/test splits
        for all combinations of the temporal parameters.

        :return: a list of dictionaries defining train/test splits
        Severity: Minor
        Found in timechop/timechop.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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