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official/vision/modeling/backbones/spinenet_test.py

Summary

Maintainability
C
7 hrs
Test Coverage

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

  def test_network_creation(self, input_size, filter_size_scale, block_repeats,
Severity: Major
Found in official/vision/modeling/backbones/spinenet_test.py - About 50 mins to fix

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

        for l in range(min_level, max_level + 1):
      self.assertIn(str(l), endpoints.keys())
      self.assertAllEqual(
          [1, input_size / 2**l, input_size / 2**l, endpoints_num_filters],
          endpoints[str(l)].shape.as_list())
    Severity: Major
    Found in official/vision/modeling/backbones/spinenet_test.py and 1 other location - About 5 hrs to fix
    official/vision/modeling/backbones/spinenet_mobile_test.py on lines 68..72

    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 90.

    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

        model = spinenet.SpineNet(
    Severity: Minor
    Found in official/vision/modeling/backbones/spinenet_test.py and 1 other location - About 40 mins to fix
    official/vision/modeling/backbones/spinenet_mobile_test.py on lines 54..54

    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 34.

    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 5 locations. Consider refactoring.
    Open

          input_specs = tf_keras.layers.InputSpec(
          shape=[None, input_size[0], input_size[1], 3])
    Severity: Major
    Found in official/vision/modeling/backbones/spinenet_test.py and 4 other locations - About 30 mins to fix
    official/projects/qat/vision/modeling/factory_test.py on lines 50..51
    official/projects/qat/vision/modeling/factory_test.py on lines 95..96
    official/projects/qat/vision/modeling/factory_test.py on lines 184..185
    official/projects/qat/vision/modeling/factory_test.py on lines 220..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 32.

    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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