jax.numpy.searchsorted¶

jax.numpy.searchsorted(a, v, side='left', sorter=None)[source]¶

Find indices where elements should be inserted to maintain order.

LAX-backend implementation of searchsorted().

Original docstring below.

Find the indices into a sorted array a such that, if the corresponding elements in v were inserted before the indices, the order of a would be preserved.

Assuming that a is sorted:

side

returned index i satisfies

left

a[i-1] < v <= a[i]

right

a[i-1] <= v < a[i]
Parameters

  • a (1-D array_like) – Input array. If sorter is None, then it must be sorted in ascending order, otherwise sorter must be an array of indices that sort it.

  • v (array_like) – Values to insert into a.

  • side ({'left', 'right'}, optional) – If ‘left’, the index of the first suitable location found is given. If ‘right’, return the last such index. If there is no suitable index, return either 0 or N (where N is the length of a).

  • sorter (1-D array_like, optional) –

    Optional array of integer indices that sort array a into ascending order. They are typically the result of argsort.

    New in version 1.7.0.

Returns

indices – Array of insertion points with the same shape as v, or an integer if v is a scalar.

Return type

int or array of ints