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

def test_cast_to_float32_from_float32():
    tensor = tf.constant([0.1, 0.2], dtype=tf.float32)
    assert tf.float32 == data_utils.cast_to_float32(tensor).dtype
Severity: Major
Found in autokeras/utils/data_utils_test.py and 1 other location - About 1 hr to fix
autokeras/utils/data_utils_test.py on lines 39..41

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 43.

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

        for pps_list, data in zip(self.outputs, sources_y):
            for preprocessor in pps_list:
                preprocessor.fit(data)
                data = preprocessor.transform(data)
Severity: Major
Found in autokeras/pipeline.py and 1 other location - About 1 hr to fix
autokeras/pipeline.py on lines 99..102

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_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 2 locations. Consider refactoring.
Open

        for pps_list, data in zip(self.inputs, sources_x):
            for preprocessor in pps_list:
                preprocessor.fit(data)  # pragma: no cover
                data = preprocessor.transform(data)  # pragma: no cover
Severity: Major
Found in autokeras/pipeline.py and 1 other location - About 1 hr to fix
autokeras/pipeline.py on lines 105..108

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_text_deserialize_to_text():
    serialized_block = blocks.serialize(blocks.TextBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/wrapper_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/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

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_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_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_spatial_deserialize_to_spatial():
    serialized_block = blocks.serialize(blocks.SpatialReduction())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/reduction_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/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/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_image_deserialize_to_image():
    serialized_block = blocks.serialize(blocks.ImageBlock())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/wrapper_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/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 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_temporal_deserialize_to_temporal():
    serialized_block = blocks.serialize(blocks.TemporalReduction())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/reduction_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/basic_test.py on lines 344..349
autokeras/blocks/reduction_test.py on lines 63..68
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 2 locations. Consider refactoring.
Open

        elif cell["cell_type"] == "markdown":
            py += '"""\n'
            py += "".join(cell["source"]) + "\n"
            py += '"""\n\n'
Severity: Major
Found in docs/tutobooks.py and 1 other location - About 1 hr to fix
docs/tutobooks.py on lines 90..98

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

Similar blocks of code found in 11 locations. Consider refactoring.
Open

def test_merge_deserialize_to_merge():
    serialized_block = blocks.serialize(blocks.Merge())

    block = blocks.deserialize(serialized_block)
Severity: Major
Found in autokeras/blocks/reduction_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/basic_test.py on lines 344..349
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 2 locations. Consider refactoring.
Open

            if (
                cell["source"]
                and cell["source"][0]
                and cell["source"][0][0] == "!"
            ):
Severity: Major
Found in docs/tutobooks.py and 1 other location - About 1 hr to fix
docs/tutobooks.py on lines 102..105

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 2 locations. Consider refactoring.
Open

class MNIST(ImageClassifierExperiment):
    def __init__(self):
        super().__init__(name="MNIST")

    @staticmethod
Severity: Major
Found in benchmark/experiments/image.py and 1 other location - About 1 hr to fix
benchmark/experiments/image.py on lines 37..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 38.

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

class CIFAR10(ImageClassifierExperiment):
    def __init__(self):
        super().__init__(name="CIFAR10")

    @staticmethod
Severity: Major
Found in benchmark/experiments/image.py and 1 other location - About 1 hr to fix
benchmark/experiments/image.py on lines 28..34

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 38.

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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