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Function _process_homogeneous_column has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def _process_homogeneous_column(series: pd.Series) -> "PreprocessedColumn":
        """
        Column must be of homogeneous type. NaN, None, other missing data not allowed.
        """
Severity: Minor
Found in python/whylogs/core/preprocessing.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

Function _populate_common_profile_metadata has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def _populate_common_profile_metadata(
    metadata: Optional[Dict[str, str]] = None,
    *,
    name: Optional[str] = None,
    trace_id: Optional[str] = None,
Severity: Minor
Found in python/whylogs/core/metadata.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

Function add_overall_statistics has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def add_overall_statistics(target_view: DatasetProfileView) -> OverallStats:
    observations: int = 0
    missing_cells: int = 0
    missing_percentage: float = 0
    target_col_views = target_view.get_columns()
Severity: Minor
Found in python/whylogs/viz/utils/profile_viz_calculations.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

Function _run_udfs has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def _run_udfs(
        self, pandas: Optional[pd.DataFrame] = None, row: Optional[Dict[str, Any]] = None
    ) -> Tuple[Optional[pd.DataFrame], Optional[Mapping[str, Any]]]:
        new_columns = deepcopy(row) if row else None
        new_df = pd.DataFrame()
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

Function send has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def send(self, message: Union[MessageType, CloseMessage]) -> None:
        if self.is_closed():
            raise Exception("Actor is closed, can't send message.")

        if isinstance(message, CloseMessage):
Severity: Minor
Found in python/whylogs/api/logger/experimental/logger/actor/actor.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

Function get_many has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def get_many(self, timeout: float = DEFAULT_TIMEOUT, max: Optional[int] = None) -> List[MPWrapperType]:
        if max is None or max < 1:
            return []

        messages: List[MPWrapperType] = []
Severity: Minor
Found in python/whylogs/api/logger/experimental/logger/actor/mp_queue_wrapper.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

Function columnar_update has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
        count = 0
        for image in list(chain.from_iterable(view.raw_iterator())):
            if isinstance(image, np.ndarray):
                image = Image.fromarray(image.astype(np.uint8))
Severity: Minor
Found in python/whylogs/extras/image_metric.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

Function append_validator has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def append_validator(schema_name, col_name: str, validator: Validator):
    global _validator_udfs
    validator_name = validator.name
    exists = False
    # if validator with same name and column exists, replace it
Severity: Minor
Found in python/whylogs/experimental/core/validators/validator.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

Function _merge_segments has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def _merge_segments(
    lhs_segments: Dict[Segment, Union[DatasetProfile, DatasetProfileView]],
    rhs_segments: Dict[Segment, Union[DatasetProfile, DatasetProfileView]],
) -> Dict[Segment, DatasetProfileView]:
    lhs_keys = lhs_segments.keys()
Severity: Minor
Found in python/whylogs/api/logger/result_set.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

Function _allowed_metric has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def _allowed_metric(self, name: str, why_type: DataType, config: MetricConfig, metric: Metric) -> bool:
        """Return False for any metrics turned off in the config"""

        namespace = metric.get_namespace()
        if config.fi_disabled and namespace == "frequent_items":
Severity: Minor
Found in python/whylogs/core/resolvers.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

Function _run_udfs_on_row has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def _run_udfs_on_row(
        self, row: Mapping[str, Any], new_columns: Dict[str, Any], input_cols: Collection[str]
    ) -> None:
        for spec in self.multicolumn_udfs:
            if spec.column_names and set(spec.column_names).issubset(set(row.keys())):
Severity: Minor
Found in python/whylogs/experimental/core/udf_schema.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

Function get_many has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def get_many(self, timeout: float = DEFAULT_TIMEOUT, max: Optional[int] = None) -> List[DefaultQueueWrapperType]:
        if max is None or max < 1:
            return []

        messages: List[DefaultQueueWrapperType] = []
Severity: Minor
Found in python/whylogs/api/logger/experimental/logger/actor/thread_actor.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

Function __init__ has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def __init__(
        self,
        labels: Optional[List[Union[str, int, bool, float]]] = None,
    ):
        if labels:
Severity: Minor
Found in python/whylogs/core/model_performance_metrics/confusion_matrix.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

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

    def set_parameters(
        self,
        inference_interval: Optional[str] = None,
        baseline_timestamp: Optional[Union[date, datetime]] = None,
        inference_start_timestamp: Optional[Union[date, datetime]] = None,
Severity: Minor
Found in python/whylogs/datasets/weather.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

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

    def resolve(self, name: str, why_type: DataType, column_schema: ColumnSchema) -> Dict[str, Metric]:
        metrics: List[StandardMetric] = [StandardMetric.counts, StandardMetric.types]

        if isinstance(why_type, Integral):
            metrics.append(StandardMetric.distribution)
Severity: Minor
Found in python/whylogs/core/resolvers.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

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

    def _process_status_message(self, message: StatusMessage) -> None:
        profiles = 0
        segment_caches = 0
        views: List[bytes] = []
        for container in self._cache.values():
Severity: Minor
Found in python/whylogs/api/logger/experimental/logger/actor/thread_rolling_logger.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

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

    def set_parameters(
        self,
        inference_interval: Optional[str] = None,
        baseline_timestamp: Optional[Union[date, datetime]] = None,
        inference_start_timestamp: Optional[Union[date, datetime]] = None,
Severity: Minor
Found in python/whylogs/datasets/ecommerce.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

Function _write_v1 has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
Open

    def _write_v1(self, out_f: BinaryIO) -> Tuple[bool, str]:
        all_metric_component_names = set()
        file_to_write = out_f
        path = file_to_write.name
Severity: Minor
Found in python/whylogs/core/view/segmented_dataset_profile_view.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

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

    def _process_dicts(
        self,
        dicts: List[DictType],
        reducer: Callable[[DictType, DictType], DictType],
        pre_processor: Callable[[DictType], Tuple[TrackData, int]],
Severity: Minor
Found in python/whylogs/api/logger/experimental/logger/actor/process_rolling_logger.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

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

    def __init__(
        self,
        schema: Optional[DatasetSchema] = None,
        *,
        base_name: Optional[str] = None,
Severity: Minor
Found in python/whylogs/api/logger/rolling.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

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