Showing 34 of 920 total issues
Function apply
has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring. Open
def apply(data: Any) -> "PreprocessedColumn":
result = PreprocessedColumn()
result.original = data
if isinstance(data, pd.Series):
result._pandas_split(data)
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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 _flush
has a Cognitive Complexity of 24 (exceeds 5 allowed). Consider refactoring. Open
def _flush(self, profile: DatasetProfile) -> None:
if profile is None:
return
if self.skip_empty and profile.is_empty:
logger.debug("skip_empty is set. Skipping empty profiles")
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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 _do_track
has a Cognitive Complexity of 23 (exceeds 5 allowed). Consider refactoring. Open
def _do_track(
self,
obj: Any = None,
*,
pandas: Optional[pd.DataFrame] = None,
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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 generate_summaries
has a Cognitive Complexity of 21 (exceeds 5 allowed). Consider refactoring. Open
def generate_summaries(
target_view: DatasetProfileView, ref_view: Optional[DatasetProfileView], config: Optional[SummaryConfig]
) -> Optional[Dict[str, Any]]:
if config is None:
config = SummaryConfig()
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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 read
has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring. Open
def read(cls, path: str) -> "DatasetProfileView":
with open(path, "r+b") as f:
buf = f.read(WHYLOGS_MAGIC_HEADER_LEN)
try:
decoded_header = buf.decode("utf-8")
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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 20 (exceeds 5 allowed). Consider refactoring. Open
def columnar_update(self, view: PreprocessedColumn) -> OperationResult:
data = (
view.pandas.strings.to_list() if view.pandas.strings is not None and not view.pandas.strings.empty else []
)
data = (data + view.list.strings) if view.list.strings else data
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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 19 (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
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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 _display_distribution_chart
has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
def _display_distribution_chart(
self, feature_name: str, difference: bool, cell_height: str = None, config: Optional[SummaryConfig] = None
) -> Optional[HTML]:
if config is None:
config = SummaryConfig()
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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 from_protobuf
has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
def from_protobuf(cls, msg: ColumnMessage) -> "ColumnProfileView":
result_metrics: Dict[str, Metric] = {}
metric_messages: Dict[str, Dict[str, MetricComponentMessage]] = {}
for full_path, c_msg in msg.metric_components.items():
metric_name = full_path.split("/")[0]
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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 _compute_ks_test_p_value
has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
def _compute_ks_test_p_value(
target_distribution: kll_doubles_sketch, reference_distribution: kll_doubles_sketch
) -> Optional[ColumnDriftValue]:
"""Compute the Kolmogorov-Smirnov test p-value of two continuous distributions.
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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()
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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 _pandas_split
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _pandas_split(self, series: Union[pd.Series], parse_numeric_string: bool = False) -> None:
"""
Split a Pandas Series into numpy array and other Pandas series.
Args:
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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 to_summary_dict
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def to_summary_dict(
self, *, column_metric: Optional[str] = None, cfg: Optional[SummaryConfig] = None
) -> Dict[str, Any]:
if cfg is None:
cfg = SummaryConfig()
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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 10 (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)
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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 _display_histogram_chart
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _display_histogram_chart(self, feature_name: str, cell_height: str = None) -> Optional[HTML]:
page_spec = PageSpecEnum.DOUBLE_HISTOGRAM.value
template = _get_compiled_template(page_spec.html)
if self._target_view:
target_features: Dict[str, Dict[str, Any]] = {feature_name: {}}
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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 __post_init__
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def __post_init__(self):
super(type(self), self).__post_init__()
self.range_definitions["UNKNOWN"] = (0, 0) # catchall for characters not in a defined range
for key, range in self.range_definitions.items():
if range[0] > range[1]:
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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
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def write(self, path: str) -> None:
all_metric_component_names = set()
# capture the list of all metric component paths
for col in self._columns.values():
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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 9 (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)
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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 submetrics_from_protobuf
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def submetrics_from_protobuf(cls: Type[COMPOUND_METRIC], msg: MetricMessage) -> Dict[str, Metric]:
submetrics: Dict[str, Metric] = {}
submetric_msgs: Dict[str, Dict[str, MetricComponentMessage]] = {}
for key, comp_msg in msg.metric_components.items():
submetric_name, comp_name = key.split("/")
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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 _compute_chi_squared_test_p_value
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _compute_chi_squared_test_p_value(
target_distribution: FrequentStats, reference_distribution: FrequentStats
) -> Optional[ColumnDriftValue]:
"""
Calculate the Chi-Squared test p-value for two discrete distributions.
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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"