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autokeras/blocks/basic_test.py

Summary

Maintainability
F
1 wk
Test Coverage

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

def test_xception_pretrained_error_with_two_channels():
    block = blocks.XceptionBlock(pretrained=True)

    with pytest.raises(ValueError) as info:
        block.build(
Severity: Major
Found in autokeras/blocks/basic_test.py and 1 other location - About 4 hrs to fix
autokeras/blocks/basic_test.py on lines 80..89

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 75.

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_resnet_pretrained_error_with_two_channels():
    block = blocks.ResNetBlock(pretrained=True)

    with pytest.raises(ValueError) as info:
        block.build(
Severity: Major
Found in autokeras/blocks/basic_test.py and 1 other location - About 4 hrs to fix
autokeras/blocks/basic_test.py on lines 157..166

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 75.

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_conv_build_with_dropout_return_tensor():
    block = blocks.ConvBlock(dropout=0.5)

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

def test_resnet_v1_return_tensor():
    block = blocks.ResNetBlock(version="v1")

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 1 other location - About 3 hrs to fix
autokeras/blocks/wrapper_test.py on lines 46..54

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 6 locations. Consider refactoring.
Open

def test_resnet_pretrained_build_return_tensor():
    block = blocks.ResNetBlock(pretrained=True)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 5 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 69..77
autokeras/blocks/basic_test.py on lines 135..143
autokeras/blocks/basic_test.py on lines 146..154
autokeras/blocks/wrapper_test.py on lines 57..65
autokeras/blocks/wrapper_test.py on lines 68..76

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 6 locations. Consider refactoring.
Open

def test_xception_pretrained_build_return_tensor():
    block = blocks.XceptionBlock(pretrained=True)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 5 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 58..66
autokeras/blocks/basic_test.py on lines 69..77
autokeras/blocks/basic_test.py on lines 146..154
autokeras/blocks/wrapper_test.py on lines 57..65
autokeras/blocks/wrapper_test.py on lines 68..76

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 6 locations. Consider refactoring.
Open

def test_resnet_pretrained_with_one_channel_input():
    block = blocks.ResNetBlock(pretrained=True)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 5 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 58..66
autokeras/blocks/basic_test.py on lines 135..143
autokeras/blocks/basic_test.py on lines 146..154
autokeras/blocks/wrapper_test.py on lines 57..65
autokeras/blocks/wrapper_test.py on lines 68..76

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 6 locations. Consider refactoring.
Open

def test_xception_pretrained_with_one_channel_input():
    block = blocks.XceptionBlock(pretrained=True)

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 5 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 58..66
autokeras/blocks/basic_test.py on lines 69..77
autokeras/blocks/basic_test.py on lines 135..143
autokeras/blocks/wrapper_test.py on lines 57..65
autokeras/blocks/wrapper_test.py on lines 68..76

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 7 locations. Consider refactoring.
Open

def test_conv_build_return_tensor():
    block = blocks.ConvBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 6 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 25..33
autokeras/blocks/basic_test.py on lines 124..132
autokeras/blocks/basic_test.py on lines 198..206
autokeras/blocks/reduction_test.py on lines 145..153
autokeras/blocks/wrapper_test.py on lines 24..32
autokeras/blocks/wrapper_test.py on lines 35..43

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 65.

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 7 locations. Consider refactoring.
Open

def test_conv_with_small_image_size_return_tensor():
    block = blocks.ConvBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 6 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 25..33
autokeras/blocks/basic_test.py on lines 124..132
autokeras/blocks/basic_test.py on lines 187..195
autokeras/blocks/reduction_test.py on lines 145..153
autokeras/blocks/wrapper_test.py on lines 24..32
autokeras/blocks/wrapper_test.py on lines 35..43

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 65.

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 7 locations. Consider refactoring.
Open

def test_xception_build_return_tensor():
    block = blocks.XceptionBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 6 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 25..33
autokeras/blocks/basic_test.py on lines 187..195
autokeras/blocks/basic_test.py on lines 198..206
autokeras/blocks/reduction_test.py on lines 145..153
autokeras/blocks/wrapper_test.py on lines 24..32
autokeras/blocks/wrapper_test.py on lines 35..43

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 65.

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 7 locations. Consider refactoring.
Open

def test_resnet_build_return_tensor():
    block = blocks.ResNetBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/basic_test.py and 6 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 124..132
autokeras/blocks/basic_test.py on lines 187..195
autokeras/blocks/basic_test.py on lines 198..206
autokeras/blocks/reduction_test.py on lines 145..153
autokeras/blocks/wrapper_test.py on lines 24..32
autokeras/blocks/wrapper_test.py on lines 35..43

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 65.

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

def test_bert_build_return_tensor():
    block = blocks.BertBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(), keras.Input(shape=(1,), dtype=tf.string)
Severity: Major
Found in autokeras/blocks/basic_test.py and 2 other locations - About 3 hrs to fix
autokeras/blocks/reduction_test.py on lines 38..46
autokeras/blocks/wrapper_test.py on lines 97..104

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 63.

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_xception_get_config_has_all_attributes():
    block = blocks.XceptionBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_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 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/preprocessing_test.py on lines 106..112
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

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

def test_bert_get_config_has_all_attributes():
    block = blocks.BertBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_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/preprocessing_test.py on lines 106..112
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

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

def test_dense_get_config_has_all_attributes():
    block = blocks.DenseBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_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 352..358
autokeras/blocks/preprocessing_test.py on lines 106..112
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

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

def test_resnet_get_config_has_all_attributes():
    block = blocks.ResNetBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_test.py and 11 other locations - About 1 hr to fix
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/preprocessing_test.py on lines 106..112
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

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

def test_conv_get_config_has_all_attributes():
    block = blocks.ConvBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_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 269..275
autokeras/blocks/basic_test.py on lines 324..330
autokeras/blocks/basic_test.py on lines 352..358
autokeras/blocks/preprocessing_test.py on lines 106..112
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

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

def test_rnn_get_config_has_all_attributes():
    block = blocks.RNNBlock()

    config = block.get_config()
Severity: Major
Found in autokeras/blocks/basic_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 324..330
autokeras/blocks/basic_test.py on lines 352..358
autokeras/blocks/preprocessing_test.py on lines 106..112
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

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

def test_efficientnet_wrong_version_error():
    with pytest.raises(ValueError) as info:
        blocks.EfficientNetBlock(version="abc")

    assert "Expect version to be" in str(info.value)
Severity: Major
Found in autokeras/blocks/basic_test.py and 1 other location - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 110..114

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 42.

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_resnet_wrong_version_error():
    with pytest.raises(ValueError) as info:
        blocks.ResNetBlock(version="abc")

    assert "Expect version to be" in str(info.value)
Severity: Major
Found in autokeras/blocks/basic_test.py and 1 other location - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 117..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 42.

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 11 locations. Consider refactoring.
Open

def test_bert_deserialize_to_bert():
    serialized_block = blocks.serialize(blocks.BertBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 92..97
autokeras/blocks/basic_test.py on lines 169..174
autokeras/blocks/basic_test.py on lines 220..225
autokeras/blocks/basic_test.py on lines 261..266
autokeras/blocks/basic_test.py on lines 316..321
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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 11 locations. Consider refactoring.
Open

def test_conv_deserialize_to_conv():
    serialized_block = blocks.serialize(blocks.ConvBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 92..97
autokeras/blocks/basic_test.py on lines 169..174
autokeras/blocks/basic_test.py on lines 261..266
autokeras/blocks/basic_test.py on lines 316..321
autokeras/blocks/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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 11 locations. Consider refactoring.
Open

def test_rnn_deserialize_to_rnn():
    serialized_block = blocks.serialize(blocks.RNNBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 92..97
autokeras/blocks/basic_test.py on lines 169..174
autokeras/blocks/basic_test.py on lines 220..225
autokeras/blocks/basic_test.py on lines 316..321
autokeras/blocks/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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 11 locations. Consider refactoring.
Open

def test_dense_deserialize_to_dense():
    serialized_block = blocks.serialize(blocks.DenseBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 92..97
autokeras/blocks/basic_test.py on lines 169..174
autokeras/blocks/basic_test.py on lines 220..225
autokeras/blocks/basic_test.py on lines 261..266
autokeras/blocks/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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 11 locations. Consider refactoring.
Open

def test_xception_deserialize_to_xception():
    serialized_block = blocks.serialize(blocks.XceptionBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 92..97
autokeras/blocks/basic_test.py on lines 220..225
autokeras/blocks/basic_test.py on lines 261..266
autokeras/blocks/basic_test.py on lines 316..321
autokeras/blocks/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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 11 locations. Consider refactoring.
Open

def test_resnet_deserialize_to_resnet():
    serialized_block = blocks.serialize(blocks.ResNetBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/basic_test.py and 10 other locations - About 1 hr to fix
autokeras/blocks/basic_test.py on lines 169..174
autokeras/blocks/basic_test.py on lines 220..225
autokeras/blocks/basic_test.py on lines 261..266
autokeras/blocks/basic_test.py on lines 316..321
autokeras/blocks/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
autokeras/blocks/reduction_test.py on lines 127..132
autokeras/blocks/reduction_test.py on lines 156..161
autokeras/blocks/wrapper_test.py on lines 79..84
autokeras/blocks/wrapper_test.py on lines 107..112

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 40.

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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