Sign upLogin

deeplearning4j/deeplearning4j

View on GitHub
Star
deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java

Summary

Maintainability
F
5 days
Test Coverage

Method getKerasLayerFromConfig has a Cognitive Complexity of 82 (exceeds 5 allowed). Consider refactoring.
Open

    public static KerasLayer getKerasLayerFromConfig(Map<String, Object> layerConfig,
                                                     boolean enforceTrainingConfig,
                                                     KerasLayerConfiguration conf,
                                                     Map<String, Class<? extends KerasLayer>> customLayers,
                                                     Map<String, SameDiffLambdaLayer> lambdaLayers,
Severity: Minor
Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 1 day 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

File KerasLayerUtils.java has 506 lines of code (exceeds 250 allowed). Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 1 day to fix

    Method getKerasLayerFromConfig has 163 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

        public static KerasLayer getKerasLayerFromConfig(Map<String, Object> layerConfig,
                                                     boolean enforceTrainingConfig,
                                                     KerasLayerConfiguration conf,
                                                     Map<String, Class<? extends KerasLayer>> customLayers,
                                                     Map<String, SameDiffLambdaLayer> lambdaLayers,
    Severity: Major
    Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 6 hrs to fix

      KerasLayerUtils has 22 methods (exceeds 20 allowed). Consider refactoring.
      Open

      @Slf4j
public class KerasLayerUtils {

    /**
     * Checks whether layer config contains unsupported options.
      Severity: Minor
      Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 2 hrs to fix

        Method checkForUnknownRegularizer has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
        Open

            private static void checkForUnknownRegularizer(Map<String, Object> regularizerConfig, boolean enforceTrainingConfig,
                                                   KerasLayerConfiguration conf)
            throws UnsupportedKerasConfigurationException {
        if (regularizerConfig != null) {
            for (String field : regularizerConfig.keySet()) {
        Severity: Minor
        Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 1 hr 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

        Method getInboundLayerNamesFromConfig has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
        Open

            public static List<String> getInboundLayerNamesFromConfig(Map<String, Object> layerConfig, KerasLayerConfiguration conf) {
        List<String> inboundLayerNames = new ArrayList<>();
        if (layerConfig.containsKey(conf.getLAYER_FIELD_INBOUND_NODES())) {
            List<Object> inboundNodes = (List<Object>) layerConfig.get(conf.getLAYER_FIELD_INBOUND_NODES());
            if (!inboundNodes.isEmpty()) {
        Severity: Minor
        Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 1 hr 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

        Method getDimOrderFromConfig has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
        Open

            public static KerasLayer.DimOrder getDimOrderFromConfig(Map<String, Object> layerConfig,
                                                            KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
        KerasLayer.DimOrder dimOrder = KerasLayer.DimOrder.NONE;
        Severity: Minor
        Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 1 hr 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

        Method getKerasLayerFromConfig has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            public static KerasLayer getKerasLayerFromConfig(Map<String, Object> layerConfig,
                                                     boolean enforceTrainingConfig,
                                                     KerasLayerConfiguration conf,
                                                     Map<String, Class<? extends KerasLayer>> customLayers,
                                                     Map<String, SameDiffLambdaLayer> lambdaLayers,
        Severity: Minor
        Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 45 mins to fix

          Method getMaskingConfiguration has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
          Open

              public static Pair<Boolean, Double> getMaskingConfiguration(List<String> inboundLayerNames,
                                                                Map<String, ? extends KerasLayer> previousLayers) {
        Boolean hasMasking = false;
        Double maskingValue = 0.0;
        for (String inboundLayerName : inboundLayerNames) {
          Severity: Minor
          Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - 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

          Consider simplifying this complex logical expression.
          Open

                  } else if (layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_1D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_2D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_3D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_MAX_POOLING_1D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_MAX_POOLING_2D()) ||
          Severity: Major
          Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 40 mins to fix

            Method getKerasLayerFromConfig has 5 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                public static KerasLayer getKerasLayerFromConfig(Map<String, Object> layerConfig,
                                                     KerasLayerConfiguration conf,
                                                     Map<String, Class<? extends KerasLayer>> customLayers,
                                                     Map<String, SameDiffLambdaLayer> lambdaLayers,
                                                     Map<String, ? extends KerasLayer> previousLayers)
            Severity: Minor
            Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - About 35 mins to fix

              Method getLayerNameFromConfig has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
              Open

                  public static String getLayerNameFromConfig(Map<String, Object> layerConfig,
                                                KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        if (conf instanceof Keras2LayerConfiguration) {
            Keras2LayerConfiguration k2conf = (Keras2LayerConfiguration) conf;
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - 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

              Method getDropoutFromConfig has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
              Open

                  public static double getDropoutFromConfig(Map<String, Object> layerConfig,
                                              KerasLayerConfiguration conf) throws InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
        /* NOTE: Keras "dropout" parameter determines dropout probability,
         * while DL4J "dropout" parameter determines retention probability.
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - 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

              Method getOutboundLayerNamesFromConfig has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
              Open

                  public static List<String> getOutboundLayerNamesFromConfig(Map<String, Object> layerConfig, KerasLayerConfiguration conf) {
        List<String> outputLayerNames = new ArrayList<>();
        if (layerConfig.containsKey(conf.getLAYER_FIELD_OUTBOUND_NODES())) {
            List<Object> outboundNodes = (List<Object>) layerConfig.get(conf.getLAYER_FIELD_OUTBOUND_NODES());
            if (!outboundNodes.isEmpty()) {
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java - 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

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

                  public static double getBiasL1RegularizationFromConfig(Map<String, Object> layerConfig,
                                                           boolean enforceTrainingConfig,
                                                           KerasLayerConfiguration conf)
            throws UnsupportedKerasConfigurationException, InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
              Severity: Major
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 1 hr to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 111..123

              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 76.

              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

                  private static double getBiasL2RegularizationFromConfig(Map<String, Object> layerConfig,
                                                            boolean enforceTrainingConfig,
                                                            KerasLayerConfiguration conf)
            throws UnsupportedKerasConfigurationException, InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
              Severity: Major
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 1 hr to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 91..103

              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 76.

              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

                  public static boolean getHasBiasFromConfig(Map<String, Object> layerConfig,
                                               KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
        boolean hasBias = true;
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 50 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 637..646

              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 59.

              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

                  public static boolean getZeroMaskingFromConfig(Map<String, Object> layerConfig,
                                                   KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
        boolean hasZeroMasking = true;
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 50 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 619..628

              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 59.

              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

                      } else if (innerConfig.containsKey(conf.getLAYER_FIELD_DROPOUT_W())) {
            /* For LSTMs. */
            try {
                dropout = 1.0 - (double) innerConfig.get(conf.getLAYER_FIELD_DROPOUT_W());
            } catch (Exception e) {
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 50 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 592..600

              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 58.

              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

                      if (innerConfig.containsKey(conf.getLAYER_FIELD_DROPOUT())) {
            /* For most feedforward layers. */
            try {
                dropout = 1.0 - (double) innerConfig.get(conf.getLAYER_FIELD_DROPOUT());
            } catch (Exception e) {
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 50 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 600..608

              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 58.

              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 3 locations. Consider refactoring.
              Open

                      } else if (layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_1D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_2D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_3D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_MAX_POOLING_1D()) ||
                layerClassName.equals(conf.getLAYER_CLASS_NAME_GLOBAL_MAX_POOLING_2D()) ||
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 2 other locations - About 40 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/layers/pooling/KerasPoolingUtils.java on lines 46..50
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/layers/pooling/KerasPoolingUtils.java on lines 40..44

              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 48.

              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

                  public static String getClassNameFromConfig(Map<String, Object> layerConfig, KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        if (!layerConfig.containsKey(conf.getLAYER_FIELD_CLASS_NAME()))
            throw new InvalidKerasConfigurationException(
                    "Field " + conf.getLAYER_FIELD_CLASS_NAME() + " missing from layer config");
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 35 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 404..410

              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 45.

              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

                  public static Map<String, Object> getInnerLayerConfigFromConfig(Map<String, Object> layerConfig, KerasLayerConfiguration conf)
            throws InvalidKerasConfigurationException {
        if (!layerConfig.containsKey(conf.getLAYER_FIELD_CONFIG()))
            throw new InvalidKerasConfigurationException("Field "
                    + conf.getLAYER_FIELD_CONFIG() + " missing from layer config");
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java and 1 other location - About 35 mins to fix
              deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasLayerUtils.java on lines 359..365

              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 45.

              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