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stellargraph/stellargraph

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stellargraph/ensemble.py

Summary

Maintainability
A
3 hrs
Test Coverage

Remove this commented out code.
Open

        # if len(predictions.shape) > 4:
Severity: Major
Found in stellargraph/ensemble.py by sonar-python

Programmers should not comment out code as it bloats programs and reduces readability.

Unused code should be deleted and can be retrieved from source control history if required.

See

  • MISRA C:2004, 2.4 - Sections of code should not be "commented out".
  • MISRA C++:2008, 2-7-2 - Sections of code shall not be "commented out" using C-style comments.
  • MISRA C++:2008, 2-7-3 - Sections of code should not be "commented out" using C++ comments.
  • MISRA C:2012, Dir. 4.4 - Sections of code should not be "commented out"

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

        if use_early_stopping and validation_data is not None:
            es_callback = [
                EarlyStopping(
                    monitor=early_stopping_monitor,
                    patience=self.early_stoppping_patience,
Severity: Minor
Found in stellargraph/ensemble.py and 1 other location - About 50 mins to fix
stellargraph/ensemble.py on lines 699..703

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 36.

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

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

            if use_early_stopping and validation_data is not None:
                es_callback = [
                    EarlyStopping(
                        monitor=early_stopping_monitor,
                        patience=self.early_stoppping_patience,
Severity: Minor
Found in stellargraph/ensemble.py and 1 other location - About 50 mins to fix
stellargraph/ensemble.py on lines 274..278

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 36.

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

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

        if test_data is not None and not isinstance(
            generator,
            (
                sg.mapper.GraphSAGENodeGenerator,
                sg.mapper.HinSAGENodeGenerator,
Severity: Minor
Found in stellargraph/ensemble.py and 1 other location - About 50 mins to fix
stellargraph/ensemble.py on lines 654..661

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 36.

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

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

        if not isinstance(
            generator,
            (
                sg.mapper.GraphSAGENodeGenerator,
                sg.mapper.HinSAGENodeGenerator,
Severity: Minor
Found in stellargraph/ensemble.py and 1 other location - About 50 mins to fix
stellargraph/ensemble.py on lines 351..358

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 36.

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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