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official/projects/videoglue/datasets/common/utils.py

Summary

Maintainability
F
5 days
Test Coverage

File utils.py has 1056 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/projects/videoglue/datasets/common/utils.py - About 2 days to fix

    Function add_image has a Cognitive Complexity of 41 (exceeds 5 allowed). Consider refactoring.
    Open

    def add_image(parser_builder: builders.BaseParserBuilder,
              sampler_builder: builders.SamplerBuilder,
              decoder_builder: builders.DecoderBuilder,
              preprocessor_builder: builders.PreprocessorBuilder,
              postprocessor_builder: builders.PostprocessorBuilder,
    Severity: Minor
    Found in official/projects/videoglue/datasets/common/utils.py - About 6 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 add_image has 25 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def add_image(parser_builder: builders.BaseParserBuilder,
    Severity: Major
    Found in official/projects/videoglue/datasets/common/utils.py - About 3 hrs to fix

      Function add_context_label has 14 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def add_context_label(
      Severity: Major
      Found in official/projects/videoglue/datasets/common/utils.py - About 1 hr to fix

        Function add_frame_label has 13 arguments (exceeds 4 allowed). Consider refactoring.
        Open

        def add_frame_label(
        Severity: Major
        Found in official/projects/videoglue/datasets/common/utils.py - About 1 hr to fix

          Function add_instance_box_dim has 12 arguments (exceeds 4 allowed). Consider refactoring.
          Open

          def add_instance_box_dim(
          Severity: Major
          Found in official/projects/videoglue/datasets/common/utils.py - About 1 hr to fix

            Function add_context_box_dim has 8 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def add_context_box_dim(
            Severity: Major
            Found in official/projects/videoglue/datasets/common/utils.py - About 1 hr to fix

              Function merge_multi_labels has 8 arguments (exceeds 4 allowed). Consider refactoring.
              Open

              def merge_multi_labels(
              Severity: Major
              Found in official/projects/videoglue/datasets/common/utils.py - About 1 hr to fix

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

                def add_context_features(
                Severity: Major
                Found in official/projects/videoglue/datasets/common/utils.py - About 50 mins to fix

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

                  def merge_boxes_with_multiple_labels(boxes: tf.Tensor,
                                     classes: tf.Tensor,
                                     confidences: tf.Tensor,
                                     num_classes: int,
                                     quantization_bins: int = 10000):
                  Severity: Minor
                  Found in official/projects/videoglue/datasets/common/utils.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 true_fn has 6 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                    def true_fn(box, label, weight,
                  Severity: Minor
                  Found in official/projects/videoglue/datasets/common/utils.py - About 45 mins to fix

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

                    def merge_boxes_with_multiple_labels(boxes: tf.Tensor,
                    Severity: Minor
                    Found in official/projects/videoglue/datasets/common/utils.py - About 35 mins to fix

                      Function add_context_label has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
                      Open

                      def add_context_label(
    parser_builder: builders.SequenceExampleParserBuilder,
    sampler_builder: builders.SamplerBuilder,
    preprocessor_builder: builders.PreprocessorBuilder,
    input_label_index_feature_name: str = 'clip/key_frame/bbox/label/index',
                      Severity: Minor
                      Found in official/projects/videoglue/datasets/common/utils.py - About 35 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

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