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WenjieDu/PyPOTS

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pypots/nn/modules/pyraformer/layers.py

Summary

Maintainability
A
1 hr
Test Coverage

Function get_mask has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
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def get_mask(input_size, window_size, inner_size):
    """Get the attention mask of PAM-Naive"""
    # Get the size of all layers
    all_size = [input_size]
    for i in range(len(window_size)):
Severity: Minor
Found in pypots/nn/modules/pyraformer/layers.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"

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