Statistics#
Statistics#
hsfs.statistics.Statistics(
computation_time,
row_percentage=1.0,
feature_descriptive_statistics=None,
feature_group_id=None,
window_start_commit_time=None,
window_end_commit_time=None,
feature_view_name=None,
feature_view_version=None,
training_dataset_version=None,
split_statistics=None,
before_transformation=False,
href=None,
expand=None,
items=None,
count=None,
type=None,
**kwargs
)
Properties#
before_transformation#
Whether or not the statistics were computed on feature values before applying model-dependent transformations.
computation_time#
Time at which the statistics were computed.
feature_descriptive_statistics#
List of feature descriptive statistics.
feature_group_id#
Id of the feature group on whose data the statistics were computed.
feature_view_name#
Name of the feature view whose query was used to retrieve the data on which the statistics were computed.
feature_view_version#
Id of the feature view whose query was used to retrieve the data on which the statistics were computed.
row_percentage#
Percentage of data on which statistics were computed.
split_statistics#
List of statistics computed on each split of a training dataset.
training_dataset_version#
Version of the training dataset on which statistics were computed.
window_end_commit_time#
End time of the window of data on which statistics were computed.
window_start_commit_time#
Start time of the window of data on which statistics were computed.