Sign upLogin

WenjieDu/PyPOTS

View on GitHub
Star

Showing 398 of 455 total issues

Function __init__ has 18 arguments (exceeds 4 allowed). Consider refactoring.
Open

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

    Function forward has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
    Open

        def forward(self, q, k, v, mask=None, input_mask=None, attn_bias=None, window_size=None):

        mask = default(mask, input_mask)

        assert not (
    Severity: Minor
    Found in pypots/nn/modules/reformer/local_attention.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 18 arguments (exceeds 4 allowed). Consider refactoring.
    Open

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

      Function __init__ has 18 arguments (exceeds 4 allowed). Consider refactoring.
      Open

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

        File layers.py has 260 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        """

"""

# Created by Wenjie Du <wenjay.du@gmail.com>
        Severity: Minor
        Found in pypots/nn/modules/autoformer/layers.py - About 2 hrs to fix

          File model.py has 259 lines of code (exceeds 250 allowed). Consider refactoring.
          Open

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

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

            File model.py has 259 lines of code (exceeds 250 allowed). Consider refactoring.
            Open

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

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

              File model.py has 259 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

              """
The package of the partially-observed time-series imputation model ImputeFormer.

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

                File model.py has 256 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

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

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

                  File model.py has 256 lines of code (exceeds 250 allowed). Consider refactoring.
                  Open

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

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

                    Function __init__ has 17 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                        def __init__(
                    Severity: Major
                    Found in pypots/nn/modules/moderntcn/backbone.py - About 2 hrs to fix

                      Function __init__ has 17 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

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

                        Function __init__ has 17 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

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

                          File data.py has 254 lines of code (exceeds 250 allowed). Consider refactoring.
                          Open

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

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

                            Function forward has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.
                            Open

                                def forward(self, x):
        if self.pos_enc:
            pe = self.get_position_encoding(x)
            if pe.shape[2] > x.shape[2]:
                x += pe[:, :, :-1]
                            Severity: Minor
                            Found in pypots/nn/modules/scinet/backbone.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 forward has 52 lines of code (exceeds 25 allowed). Consider refactoring.
                            Open

                                def forward(
        self,
        qk,
        v,
        query_len=None,
                            Severity: Major
                            Found in pypots/nn/modules/reformer/lsh_attention.py - About 2 hrs to fix

                              File model.py has 252 lines of code (exceeds 250 allowed). Consider refactoring.
                              Open

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

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

                                File model.py has 251 lines of code (exceeds 250 allowed). Consider refactoring.
                                Open

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

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

                                  File model.py has 251 lines of code (exceeds 250 allowed). Consider refactoring.
                                  Open

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

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

                                    Function __init__ has 16 arguments (exceeds 4 allowed). Consider refactoring.
                                    Open

                                        def __init__(
                                    Severity: Major
                                    Found in pypots/imputation/segrnn/model.py - About 2 hrs to fix
                                      Severity
                                      Category
                                      Status
                                      Source
                                      Language