whylabs/whylogs-python

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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 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 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 not 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.search, 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 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 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
                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 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 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 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._or, left=left, right=right, component=left._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 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 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 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

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

                                  def get_pil_exif_metadata(img: ImageType) -> Dict:
                                      """
                                      Grab EXIF metadata from image
                                  
                                      Args:
                                  Severity: Minor
                                  Found in python/whylogs/extras/image_metric.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 feature_statistics has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                  Open

                                      def feature_statistics(
                                          self, feature_name: Union[str, List[str]], profile: str = "reference", cell_height: Optional[str] = None
                                      ) -> HTML:
                                          """
                                          Generate a report for the main statistics of specified feature, for a given profile (target or reference).
                                  Severity: Minor
                                  Found in python/whylogs/viz/notebook_profile_viz.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 _get_user_choice has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                  Open

                                  def _get_user_choice(prompt: str, options: List[str]) -> int:
                                      il.question(prompt, ignore_suppress=True)
                                      for i, option in enumerate(options, 1):
                                          il.option(f"{i}. {option}", ignore_suppress=True)
                                  
                                  
                                  Severity: Minor
                                  Found in python/whylogs/api/whylabs/session/prompts.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 wait_result_while has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                                  Open

                                  def wait_result_while(future: "Future[T]", predicate: Callable[[], bool]) -> T:
                                      """
                                      Wait on a future while the condition is true.
                                      """
                                      try:
                                  Severity: Minor
                                  Found in python/whylogs/api/logger/experimental/logger/actor/future_util.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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