Avoid too many `return` statements within this function.
Open

        return Predicate(Relation._and, left=left, right=right, component=left._component), i

Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

        return lambda x: x > value  # type: ignore

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 PreprocessedColumn.apply(list_format)

Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

        return False

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

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

Found in python/whylogs/core/predicate_parser.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

            return

Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

                return result

Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

        return False

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

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

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

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

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)

Found in python/whylogs/core/preprocessing.py - About 30 mins to fix

Avoid too many `return` statements within this function.
Open

            return x < value

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

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

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

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

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)

Found in python/whylogs/experimental/api/logger/__init__.py - About 25 mins to fix

Read up
Read up

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"

whylabs/whylogs-python

Showing 236 of 3,918 total issues

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

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

Cognitive Complexity

A method's cognitive complexity is based on a few simple rules:

Further reading

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whylabs/whylogs-python

Showing 236 of 3,918 total issues

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

Avoid too many return statements within this function. Open

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

Cognitive Complexity

A method's cognitive complexity is based on a few simple rules:

Further reading

Severity

Category

Status

Source

Language

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

Avoid too many `return` statements within this function.
Open

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