solarwindpy.solar_activity.base.ActivityIndicator

class ActivityIndicator[source]

Bases: Base

property id

property loader

property data: Shortcut to self.loader.data.

property extrema

property norm_by

property interpolated

set_id(new)[source]

abstractmethod interpolate_data(source_data, target_index)[source]

Interpolate source_data onto target_index.

Parameters:

source_data (pandas.Series or pandas.DataFrame) – Data with a DatetimeIndex to interpolate.
target_index (pandas.DatetimeIndex) – Target time axis for the interpolation.

Returns:

Data interpolated onto target_index.

Return type:

pandas.DataFrame

abstract property normalized

abstractmethod set_extrema()[source]

abstractmethod run_normalization()[source]

Normalize the indicator within each solar cycle.

Parameters:: norm_by ({{"max", "zscore", "feature-scale"}}) – Normalization algorithm to apply.
Returns:: Normalized values indexed by time.
Return type:: pandas.Series

property logger: logging.Logger attached to the instance.