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WenjieDu/PyPOTS

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Showing 319 of 356 total issues

Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Major
Found in pypots/imputation/scinet/model.py - About 2 hrs to fix

    Function __init__ has 21 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in pypots/imputation/fedformer/model.py - About 2 hrs to fix

      Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in pypots/classification/raindrop/model.py - About 2 hrs to fix

        Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Major
        Found in pypots/imputation/pyraformer/model.py - About 2 hrs to fix

          Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Major
          Found in pypots/imputation/transformer/model.py - About 2 hrs to fix

            Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def __init__(
            Severity: Major
            Found in pypots/imputation/itransformer/model.py - About 2 hrs to fix

              Function __init__ has 20 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __init__(
              Severity: Major
              Found in pypots/imputation/crossformer/model.py - About 2 hrs to fix

                File model.py has 268 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                """
The implementation of FEDformer for the partially-observed time-series imputation task.

"""
                Severity: Minor
                Found in pypots/imputation/fedformer/model.py - About 2 hrs to fix

                  File model.py has 268 lines of code (exceeds 250 allowed). Consider refactoring.
                  Open

                  """
The implementation of Nonstationary-Transformer for the partially-observed time-series imputation task.

"""
                  Severity: Minor
                  Found in pypots/imputation/nonstationary_transformer/model.py - About 2 hrs to fix

                    Function _train_model has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def _train_model(
        self,
        training_loader: DataLoader,
        val_loader: DataLoader = None,
    ) -> None:
                    Severity: Minor
                    Found in pypots/clustering/vader/model.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 _train_model has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def _train_model(
        self,
        training_loader: DataLoader,
        val_loader: DataLoader = None,
    ) -> None:
                    Severity: Minor
                    Found in pypots/clustering/base.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 run has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def run(self):
        """Execute the given command."""
        # run checks first
        self.checkup()
                    Severity: Minor
                    Found in pypots/cli/env.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

                    File model.py has 266 lines of code (exceeds 250 allowed). Consider refactoring.
                    Open

                    """
The implementation of SCINet for the partially-observed time-series imputation task.

"""
                    Severity: Minor
                    Found in pypots/imputation/scinet/model.py - About 2 hrs to fix

                      File model.py has 266 lines of code (exceeds 250 allowed). Consider refactoring.
                      Open

                      """
The implementation of SCINet for the partially-observed time-series imputation task.

"""
                      Severity: Minor
                      Found in pypots/imputation/revinscinet/model.py - About 2 hrs to fix

                        File data.py has 266 lines of code (exceeds 250 allowed). Consider refactoring.
                        Open

                        """
Dataset class for the imputation model CSDI.
"""

# Created by Wenjie Du <wenjay.du@gmail.com>
                        Severity: Minor
                        Found in pypots/imputation/csdi/data.py - About 2 hrs to fix

                          Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                          Open

                              def __init__(
                          Severity: Major
                          Found in pypots/imputation/koopa/model.py - About 2 hrs to fix

                            Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                            Open

                                def __init__(
                            Severity: Major
                            Found in pypots/clustering/crli/model.py - About 2 hrs to fix

                              Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                              Open

                                  def __init__(
                              Severity: Major
                              Found in pypots/imputation/autoformer/model.py - About 2 hrs to fix

                                Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                                Open

                                    def __init__(
                                Severity: Major
                                Found in pypots/imputation/etsformer/model.py - About 2 hrs to fix

                                  Function __init__ has 19 arguments (exceeds 4 allowed). Consider refactoring.
                                  Open

                                      def __init__(
                                  Severity: Major
                                  Found in pypots/imputation/nonstationary_transformer/model.py - About 2 hrs to fix
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