Showing 220 of 3,581 total issues
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,
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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]:
cfg = cfg or SummaryConfig()
res = {}
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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 _split_tags_and_metadata
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _split_tags_and_metadata(
tags: Optional[Dict[str, str]]
) -> Tuple[Optional[Dict[str, str]], Optional[Dict[str, str]]]:
# nothing to split, return (None, None)
# for use in serializing dataset property's tags and metadata
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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 _tag_custom_perf_metrics
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _tag_custom_perf_metrics(self, view: Union[DatasetProfileView, SegmentedDatasetProfileView]):
if isinstance(view, DatasetProfileView):
column_names = view.get_columns().keys()
for column_name in column_names:
for perf_col in KNOWN_CUSTOM_PERFORMANCE_METRICS:
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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 _load_messages
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _load_messages(self) -> Optional[List[Union[MessageType, CloseMessage]]]:
max = self._queue_config.max_batch_size
batch: List[Union[MessageType, CloseMessage]] = []
last_message_time = time.perf_counter()
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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 __init__
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
org_id: Optional[str] = None,
api_key: Optional[str] = None,
dataset_id: Optional[str] = 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 _run_udfs_on_dataframe
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _run_udfs_on_dataframe(self, pandas: pd.DataFrame, new_df: pd.DataFrame, input_cols: Collection[str]) -> None:
for spec in self.multicolumn_udfs:
if spec.column_names and set(spec.column_names).issubset(set(pandas.keys())):
if spec.udf is not None:
_apply_udf_on_dataframe(
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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 _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():
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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 merge_submetrics
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def merge_submetrics(self: COMPOUND_METRIC, other: COMPOUND_METRIC) -> Dict[str, Metric]:
if self.namespace != other.namespace:
raise ValueError(f"Attempt to merge CompoundMetrics {self.namespace} and {other.namespace}")
submetric_names = set(self.submetrics.keys())
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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
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 _pandas_or_dict
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def _pandas_or_dict(
obj: Any, pandas: Optional[pd.DataFrame] = None, row: Optional[Mapping[str, Any]] = None
) -> Tuple[Optional[pd.DataFrame], Optional[Mapping[str, Any]]]:
if obj is not None:
if pandas is not 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 output_fields
has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def output_fields(self) -> Optional[List[str]]:
output_column_names = None
if self.field_metadata:
for column_name in self.field_metadata:
field_categories = self.field_metadata[column_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 columnar_update
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def columnar_update(self, data: PreprocessedColumn) -> OperationResult:
reference_dim = self.references.value.shape[1] # number of columns in reference matrix
successes = 0
failures = 0
pandas_tensors = data.pandas.tensors if data.pandas.tensors is not None else []
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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 notebook_session_log_comparison
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def notebook_session_log_comparison(
data: Dict[str, Union["pd.DataFrame", List[Dict[str, Any]]]], result_sets: Dict[str, ResultSet]
) -> None:
session = get_current_session()
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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 _process_logger_status_message
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _process_logger_status_message(self, messages: List[ProcessStatusMessage]) -> None:
if self._pipe_signaler is None:
raise Exception(
"Can't log synchronously without a pipe signaler. Initialize the process logger with sync_enabled=True."
)
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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 _filter_inputs
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _filter_inputs(
filter: SegmentFilter, pandas: Optional[pd.DataFrame] = None, row: Optional[Mapping[str, Any]] = None
) -> Tuple[Optional[pd.DataFrame], Optional[Dict[str, Any]]]:
assert (
filter.filter_function or filter.query_string
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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_write
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _do_write(self, out_f: BinaryIO) -> Tuple[bool, str]:
all_metric_component_names = set()
# capture the list of all metric component paths
for col in self._columns.values():
all_metric_component_names.update(col.get_metric_component_paths())
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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 register_multioutput_udf
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def register_multioutput_udf(
col_names: List[str],
udf_name: Optional[str] = None,
prefix: Optional[str] = None,
namespace: Optional[str] = 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 collect_segmented_results
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def collect_segmented_results(
input_df: SparkDataFrame,
schema: DatasetSchema,
dataset_timestamp: Optional[datetime] = None,
creation_timestamp: Optional[datetime] = 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 log_image
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def log_image(
images: Union[ImageType, List[ImageType], Dict[str, ImageType]],
default_column_prefix: str = "image",
schema: Optional[DatasetSchema] = None,
trace_id: Optional[str] = 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"