aggregate_downsample¶
-
astropy.timeseries.
aggregate_downsample
(time_series, *, time_bin_size=None, time_bin_start=None, n_bins=None, aggregate_func=None)[source]¶ Downsample a time series by binning values into bins with a fixed size, using a single function to combine the values in the bin.
- Parameters
- time_series
TimeSeries
The time series to downsample.
- time_bin_size
Quantity
The time interval for the binned time series.
- time_bin_start
Time
, optional The start time for the binned time series. Defaults to the first time in the sampled time series.
- n_binsint, optional
The number of bins to use. Defaults to the number needed to fit all the original points.
- aggregate_funccallable, optional
The function to use for combining points in the same bin. Defaults to np.nanmean.
- time_series
- Returns
- binned_time_series
BinnedTimeSeries
The downsampled time series.
- binned_time_series