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official/legacy/image_classification/augment.py

Summary

Maintainability
D
2 days
Test Coverage

File augment.py has 766 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: Major
Found in official/legacy/image_classification/augment.py - About 1 day to fix

    Function apply_transform_to_images has 7 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def apply_transform_to_images(
    Severity: Major
    Found in official/legacy/image_classification/augment.py - About 50 mins to fix

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

      def apply_transform_to_images(
    images,
    transforms,
    fill_mode='reflect',
    fill_value=0.0,
      Severity: Minor
      Found in official/legacy/image_classification/augment.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"

      Further reading

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

        def distort(self, image: tf.Tensor) -> tf.Tensor:
    """Applies the AutoAugment policy to `image`.

    AutoAugment is from the paper: https://arxiv.org/abs/1805.09501.
      Severity: Minor
      Found in official/legacy/image_classification/augment.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"

      Further reading

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

      def _parse_policy_info(name: Text, prob: float, level: float,
      Severity: Minor
      Found in official/legacy/image_classification/augment.py - About 45 mins to fix

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

          def __init__(self,
        Severity: Minor
        Found in official/legacy/image_classification/augment.py - About 35 mins to fix

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

            def __init__(self,
          Severity: Minor
          Found in official/legacy/image_classification/augment.py - About 35 mins to fix

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