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official/projects/s3d/modeling/inception_utils.py

Summary

Maintainability
D
1 day
Test Coverage

File inception_utils.py has 462 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/projects/s3d/modeling/inception_utils.py - About 7 hrs to fix

    Function inception_v1_stem_cells has 15 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def inception_v1_stem_cells(
    Severity: Major
    Found in official/projects/s3d/modeling/inception_utils.py - About 1 hr to fix

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

        def __init__(
      Severity: Major
      Found in official/projects/s3d/modeling/inception_utils.py - About 1 hr to fix

        Function inception_v1_stem_cells has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
        Open

        def inception_v1_stem_cells(
    inputs: tf.Tensor,
    depth_multiplier: float,
    final_endpoint: Text,
    temporal_conv_endpoints: Optional[Set[Text]] = None,
        Severity: Minor
        Found in official/projects/s3d/modeling/inception_utils.py - About 1 hr 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 inception_v1_stem_cells has 30 lines of code (exceeds 25 allowed). Consider refactoring.
        Open

        def inception_v1_stem_cells(
    inputs: tf.Tensor,
    depth_multiplier: float,
    final_endpoint: Text,
    temporal_conv_endpoints: Optional[Set[Text]] = None,
        Severity: Minor
        Found in official/projects/s3d/modeling/inception_utils.py - About 1 hr to fix

          Function _construct_branch_3_layers has 6 arguments (exceeds 4 allowed). Consider refactoring.
          Open

          def _construct_branch_3_layers(
          Severity: Minor
          Found in official/projects/s3d/modeling/inception_utils.py - About 45 mins to fix

            Avoid too many return statements within this function.
            Open

              return net, end_points
            Severity: Major
            Found in official/projects/s3d/modeling/inception_utils.py - About 30 mins to fix

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