def view_statistics(self, magic: bool = False):
"""
View statistics for infer pipeline in HTML.
Args:
magic (bool): Creates HTML page if False, else
creates a notebook cell.
"""
uri = self.get_artifacts_uri_by_component(
GDPComponent.DataStatistics.name)[0]
view_statistics(uri, magic)
def view_statistics(self, magic: bool = False):
"""
View statistics for training pipeline in HTML.
Args:
magic (bool): Creates HTML page if False, else
creates a notebook cell.
"""
logger.info(
'Viewing statistics. If magic=False then a new window will open '
'up with a notebook for evaluation. If magic=True, then an '
'attempt will be made to append to the current notebook.')
uri = self.get_artifacts_uri_by_component(
GDPComponent.SplitStatistics.name)[0]
view_statistics(uri, magic)
def view_statistics(self):
"""View statistics of data flowing in pipeline."""
pipeline = self._get_one_pipeline()
uri = pipeline.get_artifacts_uri_by_component(
GDPComponent.DataStatistics.name)[0]
view_statistics(uri)
