leaspy.io.data.event_dataframe_data_reader

Classes

EventDataframeDataReader

Methods to convert pandas.DataFrame to Leaspy-compliant data containers for event data only.

Module Contents

class EventDataframeDataReader(*, event_time_name='EVENT_TIME', event_bool_name='EVENT_BOOL', nb_events=None)[source]

Bases: leaspy.io.data.abstract_dataframe_data_reader.AbstractDataframeDataReader

Methods to convert pandas.DataFrame to Leaspy-compliant data containers for event data only.

Parameters:
event_time_name: str

Name of the columns in dataframe that contains the time of event

event_bool_name: str

Name of the columns in dataframe that contains if the event is censored of not

Raises:
LeaspyDataInputError
Parameters:

  • event_time_name (str)

  • event_bool_name (str)

  • nb_events (Optional[int])

event_time_name = 'EVENT_TIME'
event_bool_name = 'EVENT_BOOL'
nb_events = None