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autokeras/blocks/preprocessing_test.py

Summary

Maintainability
D
2 days
Test Coverage

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

def test_augment_build_with_no_flip_return_tensor():
    block = blocks.ImageAugmentation(vertical_flip=False, horizontal_flip=False)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 1 other location - About 3 hrs to fix
autokeras/blocks/preprocessing_test.py on lines 58..66

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 72.

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

def test_augment_build_with_vflip_only_return_tensor():
    block = blocks.ImageAugmentation(vertical_flip=True, horizontal_flip=False)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 1 other location - About 3 hrs to fix
autokeras/blocks/preprocessing_test.py on lines 47..55

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 72.

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 4 locations. Consider refactoring.
Open

def test_augment_build_with_contrast_factor_return_tensor():
    block = blocks.ImageAugmentation(contrast_factor=0.1)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 3 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 209..217
autokeras/blocks/preprocessing_test.py on lines 25..33
autokeras/blocks/preprocessing_test.py on lines 69..77

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 69.

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 4 locations. Consider refactoring.
Open

def test_augment_build_return_tensor():
    block = blocks.ImageAugmentation(rotation_factor=0.2)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 3 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 209..217
autokeras/blocks/preprocessing_test.py on lines 69..77
autokeras/blocks/preprocessing_test.py on lines 80..88

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 69.

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 4 locations. Consider refactoring.
Open

def test_augment_build_with_zoom_factor_return_tensor():
    block = blocks.ImageAugmentation(zoom_factor=0.1)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 3 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 209..217
autokeras/blocks/preprocessing_test.py on lines 25..33
autokeras/blocks/preprocessing_test.py on lines 80..88

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 69.

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 12 locations. Consider refactoring.
Open

def test_augment_get_config_has_all_attributes():
    block = blocks.ImageAugmentation()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/preprocessing_test.py and 11 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 100..106
autokeras/blocks/basic_test.py on lines 177..183
autokeras/blocks/basic_test.py on lines 228..234
autokeras/blocks/basic_test.py on lines 269..275
autokeras/blocks/basic_test.py on lines 324..330
autokeras/blocks/basic_test.py on lines 352..358
autokeras/blocks/reduction_test.py on lines 71..77
autokeras/blocks/reduction_test.py on lines 135..141
autokeras/blocks/reduction_test.py on lines 164..170
autokeras/blocks/wrapper_test.py on lines 87..93
autokeras/blocks/wrapper_test.py on lines 115..121

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

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