Sign upLogin

tensorflow/models

View on GitHub
Star
official/projects/centernet/dataloaders/centernet_input.py

Summary

Maintainability
C
7 hrs
Test Coverage

Function _parse_train_data has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring.
Open

  def _parse_train_data(self, data):
    """Generates images and labels that are usable for model training.

    We use random flip, random scaling (between 0.6 to 1.3), cropping,
    and color jittering as data augmentation
Severity: Minor
Found in official/projects/centernet/dataloaders/centernet_input.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

File centernet_input.py has 264 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/centernet/dataloaders/centernet_input.py - About 2 hrs to fix

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

      def __init__(self,
    Severity: Major
    Found in official/projects/centernet/dataloaders/centernet_input.py - About 1 hr to fix

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

        def _build_label(self,
      Severity: Minor
      Found in official/projects/centernet/dataloaders/centernet_input.py - About 35 mins to fix

        There are no issues that match your filters.

        Category
        Status