`whylogs.core.view.segmented_dataset_profile_view`#

Module Contents#

Classes#

SegmentedDatasetProfileView

Helper class that provides a standard way to create an ABC using

Attributes#

whylogs.core.view.segmented_dataset_profile_view.logger#

class whylogs.core.view.segmented_dataset_profile_view.SegmentedDatasetProfileView(*, profile_view: whylogs.core.view.dataset_profile_view.DatasetProfileView, segment: whylogs.core.segment.Segment, partition: whylogs.core.segmentation_partition.SegmentationPartition)#

Bases: whylogs.api.writer.writer.Writable

Helper class that provides a standard way to create an ABC using inheritance.

Parameters

profile_view (whylogs.core.view.dataset_profile_view.DatasetProfileView) –
segment (whylogs.core.segment.Segment) –
partition (whylogs.core.segmentation_partition.SegmentationPartition) –

property segment: whylogs.core.segment.Segment#

Return type: whylogs.core.segment.Segment

property partition: whylogs.core.segmentation_partition.SegmentationPartition#

Return type: whylogs.core.segmentation_partition.SegmentationPartition

property profile_view: whylogs.core.view.dataset_profile_view.DatasetProfileView#

Return type: whylogs.core.view.dataset_profile_view.DatasetProfileView

property dataset_timestamp: Optional[datetime.datetime]#

Return type: Optional[datetime.datetime]

property creation_timestamp: Optional[datetime.datetime]#

Return type: Optional[datetime.datetime]

property model_performance_metrics: Any#

Return type: Any

property metadata: Dict[str, str]#

Return type: Dict[str, str]

get_default_path() → str#

Return type: str

get_segment_string() → str#

Return type: str

write(path: Optional[str] = None, **kwargs: Any) → Tuple[bool, str]#

Parameters

path (Optional[str]) –
kwargs (Any) –

Return type

Tuple[bool, str]