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official/vision/ops/spatial_transform_ops.py

Summary

Maintainability
D
2 days
Test Coverage

File spatial_transform_ops.py has 678 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/vision/ops/spatial_transform_ops.py - About 1 day to fix

    Function bilinear_resize_to_bbox has 69 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

    def bilinear_resize_to_bbox(
    images: tf.Tensor, bbox: tf.Tensor, output_size: tf.Tensor
) -> tf.Tensor:
  """Bilinear resizes the images to fit into the bounding boxes in the output.
    Severity: Major
    Found in official/vision/ops/spatial_transform_ops.py - About 2 hrs to fix

      Function _compute_grid_positions has 28 lines of code (exceeds 25 allowed). Consider refactoring.
      Open

      def _compute_grid_positions(
    boxes: tf.Tensor, boundaries: tf.Tensor, output_size: int,
    sample_offset: float) -> Tuple[tf.Tensor, tf.Tensor, tf.Tensor, tf.Tensor]:
  """Computes the grid position w.r.t.
      Severity: Minor
      Found in official/vision/ops/spatial_transform_ops.py - About 1 hr to fix

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

        def _selective_crop_and_resize(features: tf.Tensor,
        Severity: Major
        Found in official/vision/ops/spatial_transform_ops.py - About 50 mins to fix

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

          def crop_mask_in_target_box(masks: tf.Tensor,
          Severity: Minor
          Found in official/vision/ops/spatial_transform_ops.py - About 45 mins to fix

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

            def bilinear_resize_to_bbox(
    images: tf.Tensor, bbox: tf.Tensor, output_size: tf.Tensor
) -> tf.Tensor:
  """Bilinear resizes the images to fit into the bounding boxes in the output.
            Severity: Minor
            Found in official/vision/ops/spatial_transform_ops.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 bilinear_resize_with_crop_and_pad has 5 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def bilinear_resize_with_crop_and_pad(images: tf.Tensor,
            Severity: Minor
            Found in official/vision/ops/spatial_transform_ops.py - About 35 mins to fix

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