Sign upLogin

IBM/pytorchpipe

View on GitHub
Star

Showing 320 of 320 total issues

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

                with open(os.path.join(os.path.join(self.data_folder, dataset), self.lang_source + ".valid.txt"), mode='w+') as f:
                    f.write('\n'.join(lines_source[test_index:valid_index]))
Severity: Major
Found in ptp/components/tasks/text_to_text/translation_pairs.py and 1 other location - About 3 hrs to fix
ptp/components/tasks/text_to_text/translation_pairs.py on lines 119..120

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 2 locations. Consider refactoring.
Open

                with open(os.path.join(os.path.join(self.data_folder, dataset), self.lang_target + ".valid.txt"), mode='w+') as f:
                    f.write('\n'.join(lines_target[test_index:valid_index]))
Severity: Major
Found in ptp/components/tasks/text_to_text/translation_pairs.py and 1 other location - About 3 hrs to fix
ptp/components/tasks/text_to_text/translation_pairs.py on lines 117..118

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

PipelineManager has 27 functions (exceeds 20 allowed). Consider refactoring.
Open

class PipelineManager(object):
    """
    Class responsible for instantiating the pipeline consisting of several components.
    """
Severity: Minor
Found in ptp/application/pipeline_manager.py - About 3 hrs to fix

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

                    if self.curric_done or not self.must_finish_curriculum:

                    # Check the Partial Validation loss.
                    if (validation_set_loss < self.loss_stop_threshold):
                        # Change the status.
    Severity: Major
    Found in ptp/workers/offline_trainer.py and 1 other location - About 3 hrs to fix
    ptp/workers/online_trainer.py on lines 264..275

    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 64.

    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 self.curric_done or not self.must_finish_curriculum:

                            # Check the Partial Validation loss.
                            if (validation_batch_loss < self.loss_stop_threshold):
                                # Change the status.
    Severity: Major
    Found in ptp/workers/online_trainer.py and 1 other location - About 3 hrs to fix
    ptp/workers/offline_trainer.py on lines 290..301

    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 64.

    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

                    with open(os.path.join(os.path.join(self.data_folder, dataset), self.lang_target + ".train.txt"), mode='w+') as f:
                    f.write('\n'.join(lines_target[valid_index:]))
    Severity: Major
    Found in ptp/components/tasks/text_to_text/translation_pairs.py and 1 other location - About 3 hrs to fix
    ptp/components/tasks/text_to_text/translation_pairs.py on lines 122..123

    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

    Function load_models has a Cognitive Complexity of 22 (exceeds 5 allowed). Consider refactoring.
    Open

        def load_models(self):
        """
        Method analyses the configuration and loads models one by one by looking whether they got 'load' variable present in their configuration section.

        ..note::
    Severity: Minor
    Found in ptp/application/pipeline_manager.py - About 3 hrs to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Identical blocks of code found in 3 locations. Consider refactoring.
    Open

            if type(self.hidden_size) == list:
            if len(self.hidden_size) == 1:
                self.hidden_size = self.hidden_size[0]
            else:
                raise ConfigurationError("RNN hidden_size must be a single dimension (current {})".format(self.hidden_size))
    Severity: Major
    Found in ptp/components/models/general_usage/recurrent_neural_network.py and 2 other locations - About 3 hrs to fix
    ptp/components/models/general_usage/attention_decoder.py on lines 73..77
    ptp/components/models/general_usage/seq2seq.py on lines 68..72

    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

                    with open(os.path.join(os.path.join(self.data_folder, dataset), self.lang_source + ".train.txt"), mode='w+') as f:
                    f.write('\n'.join(lines_source[valid_index:]))
    Severity: Major
    Found in ptp/components/tasks/text_to_text/translation_pairs.py and 1 other location - About 3 hrs to fix
    ptp/components/tasks/text_to_text/translation_pairs.py on lines 124..125

    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

    Identical blocks of code found in 3 locations. Consider refactoring.
    Open

            if type(self.hidden_size) == list:
            if len(self.hidden_size) == 1:
                self.hidden_size = self.hidden_size[0]
            else:
                raise ConfigurationError("RNN hidden_size must be a single dimension (current {})".format(self.hidden_size))
    Severity: Major
    Found in ptp/components/models/general_usage/attention_decoder.py and 2 other locations - About 3 hrs to fix
    ptp/components/models/general_usage/recurrent_neural_network.py on lines 98..102
    ptp/components/models/general_usage/seq2seq.py on lines 68..72

    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

    Identical blocks of code found in 3 locations. Consider refactoring.
    Open

            if type(self.hidden_size) == list:
            if len(self.hidden_size) == 1:
                self.hidden_size = self.hidden_size[0]
            else:
                raise ConfigurationError("RNN hidden_size must be a single dimension (current {})".format(self.hidden_size))
    Severity: Major
    Found in ptp/components/models/general_usage/seq2seq.py and 2 other locations - About 3 hrs to fix
    ptp/components/models/general_usage/attention_decoder.py on lines 73..77
    ptp/components/models/general_usage/recurrent_neural_network.py on lines 98..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 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

        def output_data_definitions(self):
        """ 
        Function returns a dictionary with definitions of output data produced the component.

        :return: dictionary containing output data definitions (each of type :py:class:`ptp.utils.DataDefinition`).
    Severity: Major
    Found in ptp/components/tasks/text_to_class/language_identification.py and 1 other location - About 3 hrs to fix
    ptp/components/tasks/text_to_class/wily_ngram_language_modeling.py on lines 110..120

    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

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

            elif self.initial_state == "Zero":
            self.logger.info("Using zero initial (h0/c0) state")
            # We will still embedd it into parameter to enable storing/loading of both types of models by each other.
            self.init_hidden = torch.nn.Parameter(h0, requires_grad=False)
            if self.cell_type == 'LSTM':
    Severity: Major
    Found in ptp/components/models/general_usage/seq2seq.py and 1 other location - About 3 hrs to fix
    ptp/components/models/general_usage/recurrent_neural_network.py on lines 138..143

    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 output_data_definitions(self):
        """ 
        Function returns a dictionary with definitions of output data produced the component.

        :return: dictionary containing output data definitions (each of type :py:class:`ptp.utils.DataDefinition`).
    Severity: Major
    Found in ptp/components/tasks/text_to_class/wily_ngram_language_modeling.py and 1 other location - About 3 hrs to fix
    ptp/components/tasks/text_to_class/language_identification.py on lines 48..57

    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

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

            elif self.initial_state == "Zero":
            self.logger.info("Using zero initial (h0/c0) state")
            # We will still embedd it into parameter to enable storing/loading of both types of models by each other.
            self.init_hidden = torch.nn.Parameter(h0, requires_grad=False)
            if self.cell_type == 'LSTM':
    Severity: Major
    Found in ptp/components/models/general_usage/recurrent_neural_network.py and 1 other location - About 3 hrs to fix
    ptp/components/models/general_usage/seq2seq.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 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

            precisions = [float(tpi) / float(tpi+fpi) if (tpi+fpi) > 0 else 0.0 for (tpi,fpi) in zip(tp,fp)]
    Severity: Major
    Found in ptp/components/statistics/precision_recall_statistics.py and 1 other location - About 2 hrs to fix
    ptp/components/statistics/precision_recall_statistics.py on lines 217..217

    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 59.

    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

            recalls = [float(tpi) / float(tpi+fni) if (tpi+fni) > 0 else 0.0 for (tpi,fni) in zip(tp,fn)]
    Severity: Major
    Found in ptp/components/statistics/precision_recall_statistics.py and 1 other location - About 2 hrs to fix
    ptp/components/statistics/precision_recall_statistics.py on lines 213..213

    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 59.

    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

    Function __init__ has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
    Open

        def __init__(self, name, config):
        """
        Initializes task object. Calls base constructor. Downloads the dataset if not present and loads the adequate files depending on the mode.

        :param name: Name of the component.
    Severity: Minor
    Found in ptp/components/tasks/image_text_to_class/vqa_med_2019.py - About 2 hrs to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Function __init__ has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
    Open

        def __init__(self, name, config):
        """
        Initializes the model.

        :param config: Dictionary of parameters (read from configuration ``.yaml`` file).
    Severity: Minor
    Found in ptp/components/models/general_usage/attention_decoder.py - About 2 hrs to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Similar blocks of code found in 6 locations. Consider refactoring.
    Open

            self.width_features_maxpool2 = np.floor(
            ((self.width_features_conv2 - self.maxpool2.kernel_size + 2 * self.maxpool2.padding) / self.maxpool2.stride) + 1)
    Severity: Major
    Found in ptp/components/models/vision/convnet_encoder.py and 5 other locations - About 2 hrs to fix
    ptp/components/models/vision/convnet_encoder.py on lines 129..130
    ptp/components/models/vision/convnet_encoder.py on lines 132..133
    ptp/components/models/vision/convnet_encoder.py on lines 157..158
    ptp/components/models/vision/convnet_encoder.py on lines 180..181
    ptp/components/models/vision/convnet_encoder.py on lines 183..184

    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 57.

    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

    Severity
    Category
    Status
    Source
    Language