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whylabs/whylogs-python

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python/whylogs/core/metrics/metrics.py

Summary

Maintainability
C
1 day
Test Coverage

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

    def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
        """
        Update the operation

        Algorithm: https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm
Severity: Minor
Found in python/whylogs/core/metrics/metrics.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 columnar_update has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
        successes = 0
        if view.numpy.len > 0:
            if view.numpy.ints is not None:
                self.hll.value.update_np(view.numpy.ints)
Severity: Minor
Found in python/whylogs/core/metrics/metrics.py - About 2 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

DistributionMetric has 21 functions (exceeds 20 allowed). Consider refactoring.
Open

class DistributionMetric(Metric):
    kll: KllComponent
    mean: FractionalComponent
    m2: FractionalComponent
Severity: Minor
Found in python/whylogs/core/metrics/metrics.py - About 2 hrs to fix

    Function columnar_update has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
        successes = 0
        for arr in [view.numpy.floats, view.numpy.ints]:
            if arr is not None:
                self.frequent_strings.value.update_np(arr)
    Severity: Minor
    Found in python/whylogs/core/metrics/metrics.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

    Avoid deeply nested control flow statements.
    Open

                            if isinstance(arr, pd.Series):
                            first = welford_online_variance_m2(existing=first, new_value=arr.iloc[0])
                        else:
                            first = welford_online_variance_m2(existing=first, new_value=arr[0])
    Severity: Major
    Found in python/whylogs/core/metrics/metrics.py - About 45 mins to fix

      TODO found
      Open

              # TODO: Include strings in above when we update whylogs-sketching fi.update_np to take strings
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by fixme

      TODO found
      Open

          # TODO: deprecate config argument
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by fixme

      Line too long (92 > 79 characters)
      Open

          max_frequent_item_size: int = field(default_factory=lambda: conf.max_frequent_item_size)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (100 > 79 characters)
      Open

      def register_metric(metrics: Union[Metric, Type[METRIC], List[Metric], List[Type[METRIC]]]) -> None:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Whitespace before ':'
      Open

                  strings = [s[0 : self.max_frequent_item_size] for s in view.pandas.strings.to_list()]
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Avoid extraneous whitespace.

      Avoid extraneous whitespace in these situations:
- Immediately inside parentheses, brackets or braces.
- Immediately before a comma, semicolon, or colon.

Okay: spam(ham[1], {eggs: 2})
E201: spam( ham[1], {eggs: 2})
E201: spam(ham[ 1], {eggs: 2})
E201: spam(ham[1], { eggs: 2})
E202: spam(ham[1], {eggs: 2} )
E202: spam(ham[1 ], {eggs: 2})
E202: spam(ham[1], {eggs: 2 })

E203: if x == 4: print x, y; x, y = y , x
E203: if x == 4: print x, y ; x, y = y, x
E203: if x == 4 : print x, y; x, y = y, x

      Line too long (81 > 79 characters)
      Open

          def zero(cls, config: Optional[MetricConfig] = None) -> "DistributionMetric":
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (85 > 79 characters)
      Open

          def get_upper_bound(self, number_of_standard_deviations: int) -> Optional[float]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (80 > 79 characters)
      Open

          def zero(cls, config: Optional[MetricConfig] = None) -> "CardinalityMetric":
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (105 > 79 characters)
      Open

          unicode_ranges: Dict[str, Tuple[int, int]] = field(default_factory=lambda: dict(conf.unicode_ranges))
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (105 > 79 characters)
      Open

                  quantiles = self.kll.value.get_quantiles([0.01, 0.05, 0.1, 0.25, 0.5, 0.75, 0.9, 0.95, 0.99])
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (102 > 79 characters)
      Open

              return DistributionMetric(kll=kll, mean=FractionalComponent(mean), m2=FractionalComponent(m2))
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (111 > 79 characters)
      Open

                  frequent_strings=FrequentStringsComponent(sk), max_frequent_item_size=config.max_frequent_item_size
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (86 > 79 characters)
      Open

                  f"upper_{cfg.hll_stddev}": self.hll.value.get_upper_bound(cfg.hll_stddev),
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (104 > 79 characters)
      Open

              return IntsMetric(max=MaxIntegralComponent(-sys.maxsize), min=MinIntegralComponent(sys.maxsize))
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (101 > 79 characters)
      Open

                                  first = welford_online_variance_m2(existing=first, new_value=arr.iloc[0])
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (97 > 79 characters)
      Open

                  strings = [s[0 : self.max_frequent_item_size] for s in view.pandas.strings.to_list()]
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (103 > 79 characters)
      Open

              Algorithm: https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (88 > 79 characters)
      Open

                          first = welford_online_variance_m2(existing=first, new_value=lst[0])
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (104 > 79 characters)
      Open

              items = [FrequentItem(value=x[0], est=x[1], lower=x[2], upper=x[3]) for x in limited_freq_items]
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (88 > 79 characters)
      Open

          identity_column: Optional[str] = field(default_factory=lambda: conf.identity_column)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (90 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Any]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (115 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Union[int, float, str, None]]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (96 > 79 characters)
      Open

                                  first = welford_online_variance_m2(existing=first, new_value=arr[0])
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (84 > 79 characters)
      Open

                  self.frequent_strings.value.update_str_list(view.numpy.strings.tolist())
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (82 > 79 characters)
      Open

          def zero(cls, config: Optional[MetricConfig] = None) -> "FrequentItemsMetric":
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (83 > 79 characters)
      Open

              mcm.dataclass_param.update(asdict(self, dict_factory=_drop_private_fields))
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (89 > 79 characters)
      Open

          track_unicode_ranges: bool = field(default_factory=lambda: conf.track_unicode_ranges)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (81 > 79 characters)
      Open

          def zero(cls: Type[METRIC], config: Optional[MetricConfig] = None) -> METRIC:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (86 > 79 characters)
      Open

              _METRIC_DESERIALIZER_REGISTRY[metric.get_namespace()] = metric  # type: ignore
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (85 > 79 characters)
      Open

                  strings = [s[0 : self.max_frequent_item_size] for s in view.list.strings]
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (95 > 79 characters)
      Open

                  if view.bool_count_where_true > 0 and view.bool_count > view.bool_count_where_true:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (120 > 79 characters)
      Open

                  raise ValueError(f"quantile={quantile} is not supported, please specify a value between 0 and 1 inclusive.")
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (102 > 79 characters)
      Open

              # TODO: Include strings in above when we update whylogs-sketching fi.update_np to take strings
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (90 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Any]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (82 > 79 characters)
      Open

                  result = self.hll.value.get_lower_bound(number_of_standard_deviations)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (87 > 79 characters)
      Open

              return [_STRUCT_NAME]  # Assumes everything to be serde'd will be in the Struct
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (104 > 79 characters)
      Open

                              # fall back to https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (115 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Union[int, float, str, None]]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (82 > 79 characters)
      Open

                  result = self.hll.value.get_upper_bound(number_of_standard_deviations)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (85 > 79 characters)
      Open

          def get_lower_bound(self, number_of_standard_deviations: int) -> Optional[float]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (90 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Any]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (98 > 79 characters)
      Open

              first = VarianceM2Result(n=self.kll.value.get_n(), mean=self.mean.value, m2=self.m2.value)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (80 > 79 characters)
      Open

                              first = parallel_variance_m2(first=first, second=second)
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (85 > 79 characters)
      Open

              configured_kll_k = config.kll_k_large if config.large_kll_k else config.kll_k
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Whitespace before ':'
      Open

                  strings = [s[0 : self.max_frequent_item_size] for s in view.list.strings]
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Avoid extraneous whitespace.

      Avoid extraneous whitespace in these situations:
- Immediately inside parentheses, brackets or braces.
- Immediately before a comma, semicolon, or colon.

Okay: spam(ham[1], {eggs: 2})
E201: spam( ham[1], {eggs: 2})
E201: spam(ham[ 1], {eggs: 2})
E201: spam(ham[1], { eggs: 2})
E202: spam(ham[1], {eggs: 2} )
E202: spam(ham[1 ], {eggs: 2})
E202: spam(ham[1], {eggs: 2 })

E203: if x == 4: print x, y; x, y = y , x
E203: if x == 4: print x, y ; x, y = y, x
E203: if x == 4 : print x, y; x, y = y, x

      Line too long (90 > 79 characters)
      Open

          def to_summary_dict(self, cfg: Optional[conf.SummaryConfig] = None) -> Dict[str, Any]:
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      Line too long (86 > 79 characters)
      Open

                  f"lower_{cfg.hll_stddev}": self.hll.value.get_lower_bound(cfg.hll_stddev),
      Severity: Minor
      Found in python/whylogs/core/metrics/metrics.py by pep8

      Limit all lines to a maximum of 79 characters.

      There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

      There are no issues that match your filters.

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