`whylogs.core.column_profile`#

Module Contents#

Classes#

ColumnProfile

Attributes#

whylogs.core.column_profile.logger#

class whylogs.core.column_profile.ColumnProfile(name: str, schema: whylogs.core.schema.ColumnSchema, cache_size: int)#

Bases: object

Parameters

name (str) –
schema (whylogs.core.schema.ColumnSchema) –
cache_size (int) –

add_metric(metric: whylogs.core.metrics.Metric) → None#

Parameters: metric (whylogs.core.metrics.Metric) –
Return type: None

track(row: Dict[str, Any]) → None#

Parameters: row (Dict[str, Any]) –
Return type: None

flush() → None#

Force emptying the cache and update the internal metrics.

Return type: None

track_column(series: Any, identity_values: Optional[Any] = None) → None#

Parameters

series (Any) –
identity_values (Optional[Any]) –

Return type

to_protobuf() → whylogs.core.proto.ColumnMessage#

Return type: whylogs.core.proto.ColumnMessage

view() → whylogs.core.view.ColumnProfileView#

Return type: whylogs.core.view.ColumnProfileView