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rusty1s/embedded_gcnn

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Showing 54 of 54 total issues

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

def preprocess_pipeline_fixed(segmentation_algorithm,
Severity: Minor
Found in lib/pipeline/preprocess.py - About 45 mins to fix

    Function next_batch has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
    Open

        def next_batch(self, batch_size, shuffle=True):
        # This code is nearly complete identical to the default next_batch
        # method of the default dataset class, but instead of shuffling the
        # examples in memory, we shuffle just the filenames.
        #
    Severity: Minor
    Found in lib/datasets/pascal_voc.py - About 45 mins 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 __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(self,
    Severity: Minor
    Found in lib/layer/conv2d.py - About 45 mins to fix

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

          def test_adjust_contrast(self):
        image = np.array([
            [[0.1, 0.4, 0.3], [0.4, 0.5, 0.6]],
            [[0.6, 0.5, 0.4], [0.3, 0.2, 0.5]],
        ])
      Severity: Minor
      Found in lib/datasets/augment_test.py and 1 other location - About 45 mins to fix
      lib/datasets/augment_test.py on lines 32..46

      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 123.

      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

          def test_adjust_brightness(self):
        image = np.array([
            [[0.1, 0.2, 0.3], [0.4, 0.5, 0.6]],
            [[0.6, 0.5, 0.4], [0.3, 0.2, 0.1]],
        ])
      Severity: Minor
      Found in lib/datasets/augment_test.py and 1 other location - About 45 mins to fix
      lib/datasets/augment_test.py on lines 48..62

      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 123.

      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

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

      def slic(image, num_segments, compactness=10, max_iterations=10, sigma=0):
      Severity: Minor
      Found in lib/segmentation/algorithm.py - About 35 mins to fix

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

        def conv(features, adj_dist, adj_rad, weights, K=2):
        Severity: Minor
        Found in lib/layer/embedded_gcnn.py - About 35 mins to fix

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

          def _generate_queues(data, preprocess_first, preprocess_algorithm, augment,
          Severity: Minor
          Found in lib/model/train.py - About 35 mins to fix

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

            def weight_variable(shape, name, stddev=0.1, decay=0.0, dtype=tf.float32):
            Severity: Minor
            Found in lib/layer/inits.py - About 35 mins to fix

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

              def bias_variable(shape, name, constant=0.1, decay=0.0, dtype=tf.float32):
              Severity: Minor
              Found in lib/layer/inits.py - About 35 mins to fix

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

                def quickshift(image, ratio=1, kernel_size=5, max_dist=1, sigma=0):
                Severity: Minor
                Found in lib/segmentation/algorithm.py - About 35 mins to fix

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

                      def __init__(self, in_channels, out_channels, adjs, degree, **kwargs):
                  Severity: Minor
                  Found in lib/layer/chebyshev_gcnn.py - About 35 mins to fix

                    Function next_batch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def next_batch(self, batch_size, shuffle=True):
        start = self._index_in_epoch

        # Shuffle for the first epoch.
        if self.epochs_completed == 0 and start == 0 and shuffle:
                    Severity: Minor
                    Found in lib/pipeline/dataset.py - About 25 mins 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 next_batch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def next_batch(self, batch_size, shuffle=True):
        start = self._index_in_epoch

        # Shuffle for the first epoch.
        if self.epochs_completed == 0 and start == 0 and shuffle:
                    Severity: Minor
                    Found in lib/datasets/dataset.py - About 25 mins 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

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