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official/modeling/hyperparams/base_config_test.py

Summary

Maintainability
C
1 day
Test Coverage

File base_config_test.py has 357 lines of code (exceeds 250 allowed). Consider refactoring.
Open

# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
Severity: Minor
Found in official/modeling/hyperparams/base_config_test.py - About 4 hrs to fix

    BaseConfigTest has 24 functions (exceeds 20 allowed). Consider refactoring.
    Open

    class BaseConfigTest(parameterized.TestCase, tf.test.TestCase):

  def assertHasSameTypes(self, c, d, msg=''):
    """Checks if a Config has the same structure as a given dict.
    Severity: Minor
    Found in official/modeling/hyperparams/base_config_test.py - About 2 hrs to fix

      Function assertHasSameTypes has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
      Open

        def assertHasSameTypes(self, c, d, msg=''):
    """Checks if a Config has the same structure as a given dict.

    Args:
      c: the Config object to be check.
      Severity: Minor
      Found in official/modeling/hyperparams/base_config_test.py - About 45 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"

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