deeplearning4j/deeplearning4j

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deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/main/java/org/deeplearning4j/models/embeddings/loader/VectorsConfiguration.java

Summary

Maintainability
F
3 days
Test Coverage

VectorsConfiguration has 90 methods (exceeds 20 allowed). Consider refactoring.
Open

public class VectorsConfiguration implements Serializable {

    // word2vec params
    private Integer minWordFrequency = 5;
    private Double learningRate = 0.025;

    File VectorsConfiguration.java has 585 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    /*
     *  ******************************************************************************
     *  *
     *  *
     *  * This program and the accompanying materials are made available under the

      Method equals has a Cognitive Complexity of 37 (exceeds 5 allowed). Consider refactoring.
      Open

          @Override
          public boolean equals(Object o) {
              if (this == o) return true;
              if (!(o instanceof VectorsConfiguration)) return false;
              VectorsConfiguration that = (VectorsConfiguration) o;

      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

      Method toString has 36 lines of code (exceeds 25 allowed). Consider refactoring.
      Open

          @Override
          public String toString() {
              return "VectorsConfiguration{" +
                      "minWordFrequency=" + minWordFrequency +
                      ", learningRate=" + learningRate +

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

            public static VectorsConfiguration fromJson(String json) {
                ObjectMapper mapper = mapper();
                try {
                    VectorsConfiguration ret = mapper.readValue(json, VectorsConfiguration.class);
                    return ret;
        deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/src/main/java/org/deeplearning4j/models/word2vec/wordstore/VocabularyWord.java on lines 123..131
        deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/conf/NeuralNetConfiguration.java on lines 392..400
        deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/conf/NeuralNetConfiguration.java on lines 423..431

        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 44.

        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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