deeplearning4j/deeplearning4j

View on GitHub

Showing 6,111 of 13,975 total issues

Method SDBaseOps has a Cognitive Complexity of 2008 (exceeds 20 allowed). Consider refactoring.
Open

fun SDBaseOps() =  Namespace("BaseOps"){

    val keepDimsDoc = Mixin("keepDims"){
        Doc(Language.ANY, DocScope.ALL){
            """
Severity: Minor
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/SDBaseOps.kt - About 1 mo 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 Math has a Cognitive Complexity of 1120 (exceeds 20 allowed). Consider refactoring.
Open

fun Math() =  Namespace("Math") {
    Op("abs", transformSame) {
        javaOpClass = "Abs"
        Doc(Language.ANY, DocScope.ALL){
            """
Severity: Minor
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Math.kt - About 3 wks 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 TensorNamespace.java has 6609 lines of code (exceeds 250 allowed). Consider refactoring.
Open

// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: tensor.proto

package org.nd4j.ir;

    File MapperNamespace.java has 6107 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    // Generated by the protocol buffer compiler.  DO NOT EDIT!
    // source: mapper.proto
    
    package org.nd4j.ir;
    
    

      Method SDCNN has a Cognitive Complexity of 664 (exceeds 20 allowed). Consider refactoring.
      Open

      fun SDCNN() =  Namespace("CNN"){
          val namespaceJavaPackage = "org.nd4j.linalg.api.ops.impl.layers.convolution"
      
          val dataFormat = Mixin("dataFormat"){
              Arg(ENUM, "dataFormat") { possibleValues = listOf("NCHW", "NHWC"); description = "Data format: \"NCHW\" or \"NHWC\"" }
      Severity: Minor
      Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/CNN.kt - About 1 wk 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 BaseNDArray.java has 4162 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

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

        File SameDiff.java has 4043 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

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

          Nd4j has 507 methods (exceeds 20 allowed). Consider refactoring.
          Open

          @Slf4j
          public class Nd4j {
          
              /**
               * Bitwise namespace - operations related to bitwise manipulation of arrays

            Method NN has a Cognitive Complexity of 486 (exceeds 20 allowed). Consider refactoring.
            Open

            fun NN() = Namespace("NN") {
                val convPkg = "org.nd4j.linalg.api.ops.impl.layers.convolution"
            
                Op("batchNorm") {
                    javaPackage = convPkg

            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 doExtractArgDescriptors has 1853 lines of code (exceeds 25 allowed). Consider refactoring.
            Open

                @SneakyThrows
                public Map<String, List<ArgDescriptorProposal>> doExtractArgDescriptors() {
                    Map<String, List<ArgDescriptorProposal>> ret = new HashMap<>();
                    List<OpDeclarationDescriptor> opDeclarationDescriptors = new ArrayList<>();
                    Map<String,OpDeclarationDescriptor> descriptorMap = new HashMap<>();

              File Nd4j.java has 3147 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

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

                File OpNamespace.java has 3049 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                // Generated by the protocol buffer compiler.  DO NOT EDIT!
                // source: op.proto
                
                package org.nd4j.ir;
                
                

                  File ArrayUtil.java has 3038 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-common/src/main/java/org/nd4j/common/util/ArrayUtil.java - About 1 wk to fix

                    File ComputationGraph.java has 3001 lines of code (exceeds 250 allowed). Consider refactoring.
                    Open

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

                      BaseNDArray has 391 methods (exceeds 20 allowed). Consider refactoring.
                      Open

                      @Slf4j
                      public abstract class BaseNDArray implements INDArray, Iterable {
                      
                          private static final long serialVersionUID = 3285982317165542614L;
                      
                      

                        SDMath has 370 methods (exceeds 20 allowed). Consider refactoring.
                        Open

                        public class SDMath extends SDOps {
                          public SDMath(SameDiff sameDiff) {
                            super(sameDiff);
                          }
                        
                        

                          Method importGraph has a Cognitive Complexity of 359 (exceeds 20 allowed). Consider refactoring.
                          Open

                              /**
                               * Import a Graph based on a {@link IRGraph} model from a GraphDef, with optional import overrides
                               *
                               * @param irGraph       IRGraph reflecting the needed model import
                               * @param importOverride Optional import override for specific ops, keyed by op name

                          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

                          INDArray has 347 methods (exceeds 20 allowed). Consider refactoring.
                          Open

                          public interface INDArray extends Serializable, AutoCloseable {
                              /**
                               * Returns the shape information debugging information
                               * @return the shape information.
                               */

                            ArrayUtil has 347 methods (exceeds 20 allowed). Consider refactoring.
                            Open

                            public class ArrayUtil {
                            
                            
                                private ArrayUtil() {}
                            
                            
                            Severity: Major
                            Found in nd4j/nd4j-common/src/main/java/org/nd4j/common/util/ArrayUtil.java - About 1 wk to fix

                              File MultiLayerNetwork.java has 2498 lines of code (exceeds 250 allowed). Consider refactoring.
                              Open

                              /*
                               *  ******************************************************************************
                               *  *
                               *  *
                               *  * This program and the accompanying materials are made available under the
                                Severity
                                Category
                                Status
                                Source
                                Language