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codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt

Summary

Maintainability
F
5 days
Test Coverage

Method Linalg has a Cognitive Complexity of 226 (exceeds 20 allowed). Consider refactoring.
Open

fun Linalg() =  Namespace("Linalg") {
    //val namespaceJavaPackage = "org.nd4j.linalg"

    Op("Cholesky") {
        javaPackage = "org.nd4j.linalg.api.ops.impl.transforms"
Severity: Minor
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt - About 4 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

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

    Op("diag") {
        javaPackage = "org.nd4j.linalg.api.ops.impl.shape"
        javaOpClass = "Diag"

        Input(DataType.NUMERIC, "input") {"Input tensor"}
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 1 other location - About 2 hrs to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 194..206

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 169.

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

    Op("diag_part") {
        javaPackage = "org.nd4j.linalg.api.ops.impl.shape"
        javaOpClass = "DiagPart"

        Input(DataType.NUMERIC, "input") {"Input tensor"}
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 1 other location - About 2 hrs to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 180..192

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 169.

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

    Op("matrixDeterminant") {
        javaPackage = "org.nd4j.linalg.api.ops.impl.transforms.custom"
        javaOpClass = "MatrixDeterminant"

        Input(DataType.NUMERIC, "input") {"Input tensor"}
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 2 other locations - About 2 hrs to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 226..238
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 240..252

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 164.

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

    Op("logdet") {
        javaPackage = "org.nd4j.linalg.api.ops.custom"
        javaOpClass = "Logdet"

        Input(DataType.NUMERIC, "input") {"Input tensor"}
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 2 other locations - About 2 hrs to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 211..223
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 240..252

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 164.

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

    Op("matrixInverse") {
        javaPackage = "org.nd4j.linalg.api.ops.impl.transforms.custom"
        javaOpClass = "MatrixInverse"

        Input(DataType.NUMERIC, "input") {"Input tensor"}
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 2 other locations - About 2 hrs to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 211..223
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt on lines 226..238

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 164.

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

        Arg(DATA_TYPE, "dataType") { description = "Data type"; defaultValue = org.nd4j.linalg.api.buffer.DataType.FLOAT }
Severity: Major
Found in codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Linalg.kt and 2 other locations - About 50 mins to fix
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/Math.kt on lines 1594..1594
codegen/op-codegen/src/main/ops/org/nd4j/codegen/ops/SDBaseOps.kt on lines 1050..1050

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 82.

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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