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official/vision/evaluation/panoptic_quality.py

Summary

Maintainability
D
1 day
Test Coverage

File panoptic_quality.py has 536 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/evaluation/panoptic_quality.py - About 1 day to fix

    Function compare_and_accumulate has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
    Open

      def compare_and_accumulate(self, groundtruths, predictions):
    """Compares predictions with ground-truths, and accumulates the metrics.

    It is not assumed that instance ids are unique across different categories.
    See for example combine_semantic_and_instance_predictions.py in official
    Severity: Minor
    Found in official/vision/evaluation/panoptic_quality.py - About 2 hrs 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 _update_thing_classes has 30 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

      def _update_thing_classes(
      self,
      category_mask: tf.Tensor,
      instance_mask: tf.Tensor,
      gt_category_mask: tf.Tensor,
    Severity: Minor
    Found in official/vision/evaluation/panoptic_quality.py - About 1 hr to fix

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

        def __init__(
      Severity: Major
      Found in official/vision/evaluation/panoptic_quality.py - About 50 mins to fix

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