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official/projects/yolo/modeling/layers/nn_blocks_test.py

Summary

Maintainability
F
6 days
Test Coverage

File nn_blocks_test.py has 307 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/yolo/modeling/layers/nn_blocks_test.py - About 3 hrs to fix

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

      def test_gradient_pass_though(self, width, height, filters, repetitions, spp):
    Severity: Minor
    Found in official/projects/yolo/modeling/layers/nn_blocks_test.py - About 35 mins to fix

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

        def test_pass_through(self, width, height, filters, pool_sizes, scale):
      Severity: Minor
      Found in official/projects/yolo/modeling/layers/nn_blocks_test.py - About 35 mins to fix

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

          def test_pass_through(self, width, height, filters, repetitions, spp):
        Severity: Minor
        Found in official/projects/yolo/modeling/layers/nn_blocks_test.py - About 35 mins to fix

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

            def test_gradient_pass_though(
          Severity: Minor
          Found in official/projects/yolo/modeling/layers/nn_blocks_test.py - About 35 mins to fix

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('same', 224, 224, 64, 1),
                                  ('downsample', 224, 224, 128, 2))
  def test_gradient_pass_though(self, filters, width, height, mod):
    loss = tf_keras.losses.MeanSquaredError()
    optimizer = tf_keras.optimizers.SGD()
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 2 days to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 81..105

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 266.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('same', 224, 224, 64, 1),
                                  ('downsample', 224, 224, 128, 2))
  def test_gradient_pass_though(self, filters, width, height, mod):
    loss = tf_keras.losses.MeanSquaredError()
    optimizer = tf_keras.optimizers.SGD()
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 2 days to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 39..63

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 266.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Similar blocks of code found in 2 locations. Consider refactoring.
            Open

                    int((224 - kernel_size[0] + (2 * pad_const)) / strides[0] + 1),
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 130..130

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 47.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Similar blocks of code found in 2 locations. Consider refactoring.
            Open

                    int((224 - kernel_size[1] + (2 * pad_const)) / strides[1] + 1), 64
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 129..129

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 47.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('SPPCSPC', 224, 224, 8, [5, 9, 13], 0.5),
                                  ('test1', 300, 300, 32, [2, 3, 4, 5], 1.0),
                                  ('test2', 256, 256, 16, [10], 2.0))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 315..317

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 41.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('SPPCSPC', 224, 224, 8, [5, 9, 13], 0.5),
                                  ('test1', 300, 300, 32, [2, 3, 4, 5], 1.0),
                                  ('test2', 256, 256, 16, [10], 2.0))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 306..308

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 41.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('RouteProcessSpp', 224, 224, 3, [5, 9, 13]),
                                  ('test1', 300, 300, 10, [2, 3, 4, 5]),
                                  ('test2', 256, 256, 5, [10]))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 219..221

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 38.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(('RouteProcessSpp', 224, 224, 3, [5, 9, 13]),
                                  ('test1', 300, 300, 10, [2, 3, 4, 5]),
                                  ('test2', 256, 256, 5, [10]))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 208..210

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 38.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(
      ('test1', 224, 224, 64, 7, False), ('test2', 223, 223, 32, 3, False),
      ('tiny', 223, 223, 16, 1, False), ('spp', 224, 224, 64, 7, False))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 248..250

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 38.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

            Identical blocks of code found in 2 locations. Consider refactoring.
            Open

              @parameterized.named_parameters(
      ('test1', 224, 224, 64, 7, False), ('test2', 223, 223, 32, 3, False),
      ('tiny', 223, 223, 16, 1, False), ('spp', 224, 224, 64, 7, False))
            Severity: Major
            Found in official/projects/yolo/modeling/layers/nn_blocks_test.py and 1 other location - About 1 hr to fix
            official/projects/yolo/modeling/layers/nn_blocks_test.py on lines 269..271

            Duplicated Code

            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

            Tuning

            This issue has a mass of 38.

            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

            Refactorings

            Further Reading

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