spiketools.utils.extract.get_value_range

spiketools.utils.extract.get_value_range(timestamps, data, min_value=None, max_value=None, reset=None)

Extract data and associated timestamps for a desired value range.

Parameters:

timestamps1d array

Timestamps, in seconds.

data1d array

Data values, corresponding to the timestamps.

min_value, max_valuefloat, optional

Minimum and/or maximum value to extract from the input array. The minimum value is inclusive, but the maximum value is exclusive.

resetfloat, optional

If provided, resets the time values by the given reset value.

Returns:

timestamps1d array

Timestamps, in seconds, selected by value.

data1d array

Array of data, selected by value.

Examples

Extract data and corresponding timestamps based on value range:

>>> data = np.array([1, 2, 3, 4, 5, 6, 7, 8])
>>> timestamps = np.array([0.2, 0.3, 0.4, 0.5, 0.7, 0.9, 1.2, 1.5])
>>> get_value_range(timestamps, data, min_value=2.5, max_value=6.5)
(array([0.4, 0.5, 0.7, 0.9]), array([3, 4, 5, 6]))