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

def test_temporal_global_avg_return_tensor():
    block = blocks.TemporalReduction(reduction_type="global_avg")

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/reduction_test.py and 1 other location - About 3 hrs to fix
autokeras/blocks/reduction_test.py on lines 92..100

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 68.

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_temporal_global_max_return_tensor():
    block = blocks.TemporalReduction(reduction_type="global_max")

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/reduction_test.py and 1 other location - About 3 hrs to fix
autokeras/blocks/reduction_test.py on lines 103..111

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 68.

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_general_build_return_tensor():
    block = blocks.GeneralBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/wrapper_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/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

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_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_image_build_return_tensor():
    block = blocks.ImageBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/wrapper_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/basic_test.py on lines 198..206
autokeras/blocks/reduction_test.py on lines 145..153
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 7 locations. Consider refactoring.
Open

def test_spatial_build_return_tensor():
    block = blocks.SpatialReduction()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/reduction_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/basic_test.py on lines 198..206
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_merge_single_input_return_tensor():
    block = blocks.Merge()

    outputs = block.build(
        keras_tuner.HyperParameters(),
Severity: Major
Found in autokeras/blocks/reduction_test.py and 2 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 334..341
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 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 3 locations. Consider refactoring.
Open

def test_text_build_return_tensor():
    block = blocks.TextBlock()

    outputs = block.build(
        keras_tuner.HyperParameters(), keras.Input(shape=(1,), dtype=tf.string)
Severity: Major
Found in autokeras/blocks/wrapper_test.py and 2 other locations - About 3 hrs to fix
autokeras/blocks/basic_test.py on lines 334..341
autokeras/blocks/reduction_test.py on lines 38..46

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 2 locations. Consider refactoring.
Open

    if cmd == "py2nb":
        if not source.endswith(".py"):
            raise ValueError(
                "The source filename should be a Python file. Got:", source
            )
Severity: Major
Found in docs/tutobooks.py and 1 other location - About 3 hrs to fix
docs/tutobooks.py on lines 545..554

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 62.

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 cmd == "nb2py":
        if not source.endswith(".ipynb"):
            raise ValueError(
                "The source filename should be a notebook file. Got:", source
            )
Severity: Major
Found in docs/tutobooks.py and 1 other location - About 3 hrs to fix
docs/tutobooks.py on lines 535..544

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 62.

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 _get_metrics(self):
        metrics = {}
        for output_node in self.outputs:
            block = output_node.in_blocks[0]
            if isinstance(block, head_module.Head):
Severity: Major
Found in autokeras/graph.py and 1 other location - About 2 hrs to fix
autokeras/graph.py on lines 251..257

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 61.

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 _get_loss(self):
        loss = {}
        for output_node in self.outputs:
            block = output_node.in_blocks[0]
            if isinstance(block, head_module.Head):
Severity: Major
Found in autokeras/graph.py and 1 other location - About 2 hrs to fix
autokeras/graph.py on lines 243..249

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 61.

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_sigmoid_postprocess_to_zero_one():
    postprocessor = postprocessors.SigmoidPostprocessor()

    y = postprocessor.postprocess(np.random.rand(10, 3))
Severity: Major
Found in autokeras/preprocessors/postprocessors_test.py and 1 other location - About 2 hrs to fix
autokeras/preprocessors/postprocessors_test.py on lines 48..53

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 61.

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_softmax_postprocess_to_zero_one():
    postprocessor = postprocessors.SoftmaxPostprocessor()

    y = postprocessor.postprocess(np.random.rand(10, 3))
Severity: Major
Found in autokeras/preprocessors/postprocessors_test.py and 1 other location - About 2 hrs to fix
autokeras/preprocessors/postprocessors_test.py on lines 22..27

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 61.

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_text_input_type_error():
    x = "unknown"
    adapter = input_adapters.TextAdapter()
    with pytest.raises(TypeError) as info:
        x = adapter.adapt(x, batch_size=32)
Severity: Major
Found in autokeras/adapters/input_adapters_test.py and 2 other locations - About 2 hrs to fix
autokeras/adapters/input_adapters_test.py on lines 31..36
autokeras/adapters/input_adapters_test.py on lines 47..52

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 60.

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_input_type_error():
    x = "unknown"
    adapter = input_adapters.InputAdapter()
    with pytest.raises(TypeError) as info:
        x = adapter.adapt(x, batch_size=32)
Severity: Major
Found in autokeras/adapters/input_adapters_test.py and 2 other locations - About 2 hrs to fix
autokeras/adapters/input_adapters_test.py on lines 31..36
autokeras/adapters/input_adapters_test.py on lines 92..97

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 60.

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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