whylabs/whylogs-python

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Avoid too many return statements within this function.
Open

        return PreprocessedColumn.apply(list_format)
Severity: Major
Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

    Avoid too many return statements within this function.
    Open

            return False
    Severity: Major
    Found in python/whylogs/core/datatypes.py - About 30 mins to fix

      Avoid too many return statements within this function.
      Open

                  return self._left(metric or x) and self._right(metric or x)  # type: ignore
      Severity: Major
      Found in python/whylogs/core/relations.py - About 30 mins to fix

        Avoid too many return statements within this function.
        Open

                return Predicate(Relation._not, right=right, component=right._component), i
        Severity: Major
        Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

          Avoid too many return statements within this function.
          Open

                      return
          Severity: Major
          Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

            Avoid too many return statements within this function.
            Open

                            return result
            Severity: Major
            Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

              Avoid too many return statements within this function.
              Open

                      return False
              Severity: Major
              Found in python/whylogs/core/datatypes.py - About 30 mins to fix

                Avoid too many return statements within this function.
                Open

                            return self._left(metric or x) or self._right(metric or x)  # type: ignore
                Severity: Major
                Found in python/whylogs/core/relations.py - About 30 mins to fix

                  Avoid too many return statements within this function.
                  Open

                      return LiteralGetter(float(token[i])), i + 1
                  Severity: Major
                  Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

                    Avoid too many return statements within this function.
                    Open

                                return x > value
                    Severity: Major
                    Found in python/whylogs/core/relations.py - About 30 mins to fix

                      Avoid too many return statements within this function.
                      Open

                              return Predicate(Relation.geq, value, component=component), i
                      Severity: Major
                      Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

                        Avoid too many return statements within this function.
                        Open

                                    return PreprocessedColumn.apply(list_format)
                        Severity: Major
                        Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

                          Avoid too many return statements within this function.
                          Open

                                      return x < value
                          Severity: Major
                          Found in python/whylogs/core/relations.py - About 30 mins to fix

                            Avoid too many return statements within this function.
                            Open

                                        return self._udf(metric or x)  # type: ignore
                            Severity: Major
                            Found in python/whylogs/core/relations.py - About 30 mins to fix

                              Avoid too many return statements within this function.
                              Open

                                      return lambda x: x <= value  # type: ignore
                              Severity: Major
                              Found in python/whylogs/core/metrics/condition_count_metric.py - About 30 mins to fix

                                Avoid too many return statements within this function.
                                Open

                                        return Predicate(Relation.leq, value, component=component), i
                                Severity: Major
                                Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

                                  Avoid too many return statements within this function.
                                  Open

                                          return Predicate(Relation.greater, value, component=component), i
                                  Severity: Major
                                  Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

                                    Function is_k_item_relevant has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                    Open

                                        def is_k_item_relevant(self, row: pd.core.series.Series, k: int) -> int:
                                            if self.convert_non_numeric:
                                                return 1 if row[self.prediction_column][k - 1] in row[self.target_column] else 0
                                            else:
                                                index_ki = row[self.prediction_column].index(k)
                                    Severity: Minor
                                    Found in python/whylogs/experimental/api/logger/__init__.py - About 25 mins 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 _validate_timestamp has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                    Open

                                    def _validate_timestamp(timestamp: Union[date, datetime, pd.Timestamp, str]) -> datetime:
                                        if isinstance(timestamp, pd.Timestamp):
                                            return timestamp.to_pydatetime()
                                        if isinstance(timestamp, str):
                                            try:
                                    Severity: Minor
                                    Found in python/whylogs/datasets/utils.py - About 25 mins 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 _histogram_from_sketch has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                    Open

                                    def _histogram_from_sketch(
                                        sketch: kll_doubles_sketch,
                                        max_buckets: Optional[int] = None,
                                        avg_per_bucket: Optional[float] = None,
                                        min_n_buckets: Optional[int] = None,
                                    Severity: Minor
                                    Found in python/whylogs/viz/utils/histogram_calculations.py - About 25 mins 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

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