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WenjieDu/PyPOTS

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pypots/forecasting/csdi/model.py

Summary

Maintainability
C
1 day
Test Coverage

File model.py has 386 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""
The implementation of CSDI for the partially-observed time-series forecasting task.

"""
Severity: Minor
Found in pypots/forecasting/csdi/model.py - About 5 hrs to fix

    Function _train_model has a Cognitive Complexity of 25 (exceeds 5 allowed). Consider refactoring.
    Open

        def _train_model(
        self,
        training_loader: DataLoader,
        val_loader: DataLoader = None,
    ) -> None:
    Severity: Minor
    Found in pypots/forecasting/csdi/model.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

    Function __init__ has 25 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in pypots/forecasting/csdi/model.py - About 3 hrs to fix

      Function fit has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def fit(
      Severity: Minor
      Found in pypots/forecasting/csdi/model.py - About 35 mins to fix

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