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research/lstm_object_detection/lstm/utils.py

Summary

Maintainability
B
5 hrs
Test Coverage

Function quantizable_separable_conv2d has 11 arguments (exceeds 4 allowed). Consider refactoring.
Open

def quantizable_separable_conv2d(inputs,
Severity: Major
Found in research/lstm_object_detection/lstm/utils.py - About 1 hr to fix

    Function quantizable_concat has 8 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def quantizable_concat(inputs,
    Severity: Major
    Found in research/lstm_object_detection/lstm/utils.py - About 1 hr to fix

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

      def quantize_op(inputs,
      Severity: Major
      Found in research/lstm_object_detection/lstm/utils.py - About 50 mins to fix

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

        def fixed_quantize_op(inputs, is_quantized=True,
        Severity: Minor
        Found in research/lstm_object_detection/lstm/utils.py - About 35 mins to fix

          Function quantizable_concat has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
          Open

          def quantizable_concat(inputs,
                       axis,
                       is_training,
                       is_quantized=True,
                       default_min=0,
          Severity: Minor
          Found in research/lstm_object_detection/lstm/utils.py - About 35 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

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

          def _quant_var(
    name,
    initializer_val,
    vars_collection=tf.GraphKeys.MOVING_AVERAGE_VARIABLES,
):
          Severity: Minor
          Found in research/lstm_object_detection/lstm/utils.py and 1 other location - About 40 mins to fix
          research/object_detection/models/ssd_spaghettinet_feature_extractor.py on lines 55..64

          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

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