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Similar blocks of code found in 12 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowDataTypeToInt.kt and 11 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowArgDescriptorConstant.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowAttributeNDArrayToScalarAttribute.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowAttributeNumberListNDArray.kt on lines 1..81
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowFlattenDims.kt on lines 1..83
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowListAttributeValueLookupToIndex.kt on lines 1..78
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowListNumberToListNumber.kt on lines 1..78
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowMapStringToInt.kt on lines 1..81
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArrayAttributeToNDArrayInput.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArrayInputToNumericalAttribute.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNdArrayToStringIndex.kt on lines 1..81
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowStringAttributeToNDArray.kt on lines 1..81

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 1652.

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 5 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArraySizeAt.kt and 4 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexArrayRule.kt on lines 1..89
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexNDArrayRule.kt on lines 1..88
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowInvertBooleanNumber.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowValueMappingRule.kt on lines 1..82

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 1640.

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 5 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexArrayRule.kt and 4 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexNDArrayRule.kt on lines 1..88
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowInvertBooleanNumber.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArraySizeAt.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowValueMappingRule.kt on lines 1..82

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 1640.

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 5 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowValueMappingRule.kt and 4 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexArrayRule.kt on lines 1..89
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexNDArrayRule.kt on lines 1..88
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowInvertBooleanNumber.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArraySizeAt.kt on lines 1..82

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 1640.

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 5 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowInvertBooleanNumber.kt and 4 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexArrayRule.kt on lines 1..89
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexNDArrayRule.kt on lines 1..88
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArraySizeAt.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowValueMappingRule.kt on lines 1..82

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 1640.

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 5 locations. Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexNDArrayRule.kt and 4 other locations - About 3 days to fix
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowConditionalFieldValueIntIndexArrayRule.kt on lines 1..89
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowInvertBooleanNumber.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowNDArraySizeAt.kt on lines 1..82
nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/rule/attribute/TensorflowValueMappingRule.kt on lines 1..82

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 1640.

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

NDBase has 166 methods (exceeds 20 allowed). Consider refactoring.
Open

public class NDBase {
  public NDBase() {
  }

  /**
Severity: Major
Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/ops/NDBase.java - About 3 days to fix

    Method getOutputsHelperTensorArrayOps has a Cognitive Complexity of 158 (exceeds 5 allowed). Consider refactoring.
    Open

        public ExecutionResult getOutputsHelperTensorArrayOps(DifferentialFunction op, FrameIter outputFrameIter, Set<VarId> opInputs, Set<VarId> allIterInputs, Map<String, SDValue> otherPlaceHolders) {
        /*
        TODO: TensorArray memory management note: For now, we'll close any INDArrays stored in the TensorArray at the end of
        graph execution. This uses more memory than necessary for an earlier close strategy, but simplifies memory management.
        This should be revisited and optimized later
    Severity: Minor
    Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/internal/InferenceSession.java - About 3 days 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

    FlatNode has 160 methods (exceeds 20 allowed). Consider refactoring.
    Open

    @SuppressWarnings("unused")
public final class FlatNode extends Table {
  public static void ValidateVersion() { Constants.FLATBUFFERS_1_12_0(); }
  public static FlatNode getRootAsFlatNode(ByteBuffer _bb) { return getRootAsFlatNode(_bb, new FlatNode()); }
  public static FlatNode getRootAsFlatNode(ByteBuffer _bb, FlatNode obj) { _bb.order(ByteOrder.LITTLE_ENDIAN); return (obj.__assign(_bb.getInt(_bb.position()) + _bb.position(), _bb)); }
    Severity: Major
    Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/graph/FlatNode.java - About 3 days to fix

      SDVariable has 157 methods (exceeds 20 allowed). Consider refactoring.
      Open

      @Data
@NoArgsConstructor
@Slf4j
public class SDVariable implements Serializable {
      Severity: Major
      Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/SDVariable.java - About 3 days to fix

        Method getOutputs has a Cognitive Complexity of 152 (exceeds 5 allowed). Consider refactoring.
        Open

            @Override
    public ExecutionResult getOutputs(Pair<SameDiffOp, OpContext> opPair,
                                      FrameIter outputFrameIter,
                                      Set<VarId> opInputs,
                                      Set<VarId> allIterInputs,
        Severity: Minor
        Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/internal/InferenceSession.java - About 3 days 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 InferenceSession.java has 1172 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        /*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
        Severity: Major
        Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/internal/InferenceSession.java - About 3 days to fix

          Method fitHelper has a Cognitive Complexity of 148 (exceeds 5 allowed). Consider refactoring.
          Open

              protected synchronized History fitHelper(@NonNull MultiDataSetIterator iter, int numEpochs, boolean incrementEpochCount,
                                             MultiDataSetIterator validationData, int validationFrequency, @NonNull List<Listener> listeners) {
        Preconditions.checkNotNull(iter, "Iterator must not be null");
        Preconditions.checkState(numEpochs > 0, "Number of training epochs must be a positive number. Got: %s", numEpochs);
        Preconditions.checkState(trainingConfig != null, "No training configuration has been set. A training configuration must " +
          Severity: Minor
          Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/SameDiff.java - About 3 days 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

          StaticInfoEncoder has 152 methods (exceeds 20 allowed). Consider refactoring.
          Open

          @javax.annotation.Generated(value = {"org.deeplearning4j.ui.stats.sbe.StaticInfoEncoder"})
@SuppressWarnings("all")
public class StaticInfoEncoder {
    public static final int BLOCK_LENGTH = 40;
    public static final int TEMPLATE_ID = 1;
          Severity: Major
          Found in deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/src/main/java/org/deeplearning4j/ui/model/stats/sbe/StaticInfoEncoder.java - About 3 days to fix

            File Evaluation.java has 1132 lines of code (exceeds 250 allowed). Consider refactoring.
            Open

            /*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
            Severity: Major
            Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/evaluation/classification/Evaluation.java - About 2 days to fix

              Method fit has a Cognitive Complexity of 141 (exceeds 5 allowed). Consider refactoring.
              Open

                  protected EarlyStoppingResult<T> fit(boolean pretrain) {
        esConfig.validate();
        log.info("Starting early stopping training");
        if (esConfig.getScoreCalculator() == null)
            log.warn("No score calculator provided for early stopping. Score will be reported as 0.0 to epoch termination conditions");
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/earlystopping/trainer/BaseEarlyStoppingTrainer.java - About 2 days 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 encode has a Cognitive Complexity of 139 (exceeds 5 allowed). Consider refactoring.
              Open

                  @Override
    public void encode(MutableDirectBuffer buffer) {
        MessageHeaderEncoder enc = new MessageHeaderEncoder();
        UpdateEncoder ue = new UpdateEncoder();
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/src/main/java/org/deeplearning4j/ui/model/stats/impl/SbeStatsReport.java - About 2 days 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 importWeights has a Cognitive Complexity of 137 (exceeds 5 allowed). Consider refactoring.
              Open

                  public static void importWeights(Hdf5Archive weightsArchive, String weightsRoot, Map<String, KerasLayer> layers,
                                     int kerasVersion, String backend)
            throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException {
        // check to ensure naming scheme doesn't include forward slash
        boolean includesSlash = false;
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasModelUtils.java - About 2 days 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

              Builder has 141 methods (exceeds 20 allowed). Consider refactoring.
              Open

                  public static final class Builder extends
        org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<Builder> implements
        // @@protoc_insertion_point(builder_implements:org.nd4j.ir.TensorProto)
        org.nd4j.ir.TensorNamespace.TensorProtoOrBuilder {
      public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
              Severity: Major
              Found in nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/ir/TensorNamespace.java - About 2 days to fix

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

                package org.deeplearning4j;

import com.github.javaparser.ParserConfiguration;
import com.github.javaparser.StaticJavaParser;
import com.github.javaparser.symbolsolver.JavaSymbolSolver;
                Severity: Major
                Found in contrib/blas-lapack-generator/src/main/java/org/deeplearning4j/OpenblasBlasLapackGenerator.java and 1 other location - About 2 days to fix
                codegen/blas-lapack-generator/src/main/java/org/deeplearning4j/OpenblasBlasLapackGenerator.java on lines 1..286

                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 1339.

                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

                Severity
                Category
                Status
                Source
                Language