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WenjieDu/PyPOTS

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Showing 398 of 455 total issues

Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Major
Found in pypots/imputation/informer/core.py - About 1 hr to fix

    Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in pypots/imputation/pyraformer/core.py - About 1 hr to fix

      Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in pypots/imputation/transformer/core.py - About 1 hr to fix

        Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Major
        Found in pypots/imputation/brits/model.py - About 1 hr to fix

          Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Major
          Found in pypots/imputation/mrnn/model.py - About 1 hr to fix

            Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def __init__(
            Severity: Major
            Found in pypots/imputation/crossformer/core.py - About 1 hr to fix

              Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __init__(
              Severity: Major
              Found in pypots/imputation/grud/model.py - About 1 hr to fix

                Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                    def __init__(
                Severity: Major
                Found in pypots/imputation/reformer/core.py - About 1 hr to fix

                  Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      def __init__(
                  Severity: Major
                  Found in pypots/imputation/autoformer/core.py - About 1 hr to fix

                    Function forward has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def forward(
        self,
        q: torch.Tensor,
        k: torch.Tensor,
        v: torch.Tensor,
                    Severity: Minor
                    Found in pypots/nn/modules/fedformer/layers.py - About 1 hr 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_scheduler has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def init_scheduler(self, optimizer):
        """Initialize the scheduler. This method should be called in
        :class:`pypots.optim.base.Optimizer.init_optimizer()` to initialize the scheduler together with the optimizer.

        Parameters
                    Severity: Minor
                    Found in pypots/optim/lr_scheduler/base.py - About 1 hr 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 sample_factor_x has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                    def sample_factor_x(tau_sparse_tensor, tau_ind, time_lags, U, V, X, A, Lambda_x):
    """Sampling T-by-R factor matrix X."""

    dim3, rank = X.shape
    tmax = np.max(time_lags)
                    Severity: Minor
                    Found in pypots/forecasting/bttf/submodules.py - About 1 hr 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 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def __init__(
        self,
        in_channels: Union[int, Tuple[int, int]],
        out_channels: int,
        n_nodes: int,
                    Severity: Minor
                    Found in pypots/nn/modules/raindrop/layers.py - About 1 hr 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 a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def forward(
        self,
        qk,
        v,
        query_len=None,
                    Severity: Minor
                    Found in pypots/nn/modules/reformer/lsh_attention.py - About 1 hr 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 cache_method_decorator has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                    def cache_method_decorator(cache_attr, cache_namespace, reexecute=False):
    def inner_fn(fn):
        @wraps(fn)
        def wrapper(self, *args, key_namespace=None, fetch=False, set_cache=True, **kwargs):
            namespace_str = str(default(key_namespace, ""))
                    Severity: Minor
                    Found in pypots/nn/modules/reformer/lsh_attention.py - About 1 hr 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 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def run(self):
        """Execute the given command."""
        # run checks first
        self.checkup()
                    Severity: Minor
                    Found in pypots/cli/dev.py - About 1 hr 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 _fetch_data_from_file has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def _fetch_data_from_file(self, idx: int) -> Iterable:
        """Fetch data with the lazy-loading strategy, i.e. only loading data from the file while requesting for samples.
        Here the opened file handle doesn't load the entire dataset into RAM but only load the currently accessed slice.

        Parameters
                    Severity: Minor
                    Found in pypots/imputation/csdi/data.py - About 1 hr 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 11 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                        def __init__(
                    Severity: Major
                    Found in pypots/nn/modules/fedformer/autoencoder.py - About 1 hr to fix

                      Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

                          def __init__(
                      Severity: Major
                      Found in pypots/nn/modules/timemixer/layers.py - About 1 hr to fix

                        Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

                            def __init__(
                        Severity: Major
                        Found in pypots/classification/template/model.py - About 1 hr to fix
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