Sign upLogin

tensorflow/models

View on GitHub
Star
official/projects/mosaic/mosaic_tasks_test.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function test_semantic_segmentation_task has 32 lines of code (exceeds 25 allowed). Consider refactoring.
Open

  def test_semantic_segmentation_task(self, test_config, is_training):
    """Tests mosaic task for training and eval using toy configs."""
    input_image_size = [1024, 2048]
    test_tfrecord_file = os.path.join(self.get_temp_dir(), 'seg_test.tfrecord')
    example = tfexample_utils.create_segmentation_test_example(
Severity: Minor
Found in official/projects/mosaic/mosaic_tasks_test.py - About 1 hr to fix

    Identical blocks of code found in 4 locations. Consider refactoring.
    Open

      def _create_test_tfrecord(self, tfrecord_file, example, num_samples):
    examples = [example] * num_samples
    tfexample_utils.dump_to_tfrecord(
    Severity: Major
    Found in official/projects/mosaic/mosaic_tasks_test.py and 3 other locations - About 50 mins to fix
    official/projects/mosaic/qat/tasks/mosaic_tasks_test.py on lines 33..35
    official/projects/qat/vision/tasks/image_classification_test.py on lines 33..35
    official/projects/qat/vision/tasks/retinanet_test.py on lines 33..35

    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 36.

    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

    There are no issues that match your filters.

    Category
    Status