whylogs.core.metrics.column_metrics

Module Contents

Classes

TypeCountersMetric
ColumnCountsMetric

class whylogs.core.metrics.column_metrics.TypeCountersMetric

Bases: whylogs.core.metrics.metrics.Metric

property namespace: str

Return type

str

integral: whylogs.core.metrics.metric_components.IntegralComponent

fractional: whylogs.core.metrics.metric_components.IntegralComponent

boolean: whylogs.core.metrics.metric_components.IntegralComponent

string: whylogs.core.metrics.metric_components.IntegralComponent

object: whylogs.core.metrics.metric_components.IntegralComponent

tensor: whylogs.core.metrics.metric_components.IntegralComponent

to_summary_dict(cfg: Optional[whylogs.core.configs.SummaryConfig] = None) → Dict[str, Any]

Parameters

cfg (Optional[whylogs.core.configs.SummaryConfig]) –

Return type

Dict[str, Any]

columnar_update(data: whylogs.core.preprocessing.PreprocessedColumn) → whylogs.core.metrics.metrics.OperationResult

Parameters

data (whylogs.core.preprocessing.PreprocessedColumn) –

Return type

whylogs.core.metrics.metrics.OperationResult

classmethod zero(config: Optional[whylogs.core.metrics.metrics.MetricConfig] = None) → TypeCountersMetric

Parameters

config (Optional[whylogs.core.metrics.metrics.MetricConfig]) –

Return type

TypeCountersMetric

class whylogs.core.metrics.column_metrics.ColumnCountsMetric

Bases: whylogs.core.metrics.metrics.Metric

property namespace: str

Return type

str

n: whylogs.core.metrics.metric_components.IntegralComponent

null: whylogs.core.metrics.metric_components.IntegralComponent

nan: whylogs.core.metrics.metric_components.IntegralComponent

inf: whylogs.core.metrics.metric_components.IntegralComponent

columnar_update(data: whylogs.core.preprocessing.PreprocessedColumn) → whylogs.core.metrics.metrics.OperationResult

Parameters

data (whylogs.core.preprocessing.PreprocessedColumn) –

Return type

whylogs.core.metrics.metrics.OperationResult

to_summary_dict(cfg: Optional[whylogs.core.configs.SummaryConfig] = None) → Dict[str, Any]

Parameters

cfg (Optional[whylogs.core.configs.SummaryConfig]) –

Return type

Dict[str, Any]

classmethod zero(config: Optional[whylogs.core.metrics.metrics.MetricConfig] = None) → ColumnCountsMetric

Parameters

config (Optional[whylogs.core.metrics.metrics.MetricConfig]) –

Return type

ColumnCountsMetric