unique_values

unique_values(x: array, /) → array

Returns the unique elements of an input array x.

Data-dependent output shape

The shapes of two of the output arrays for this function depend on the data values in the input array; hence, array libraries which build computation graphs (e.g., JAX, Dask, etc.) may find this function difficult to implement without knowing array values. Accordingly, such libraries may choose to omit this function. See Data-dependent output shapes section for more details.

Note

Uniqueness should be determined based on value equality (i.e., x_i == x_j). For input arrays having floating-point data types, value-based equality implies the following behavior.

  • As nan values compare as False, nan values should be considered distinct.

  • As -0 and +0 compare as True, signed zeros should not be considered distinct, and the corresponding unique element will be implementation-dependent (e.g., an implementation could choose to return -0 if -0 occurs before +0).

Parameters:

x (array) – input array. If x has more than one dimension, the function must flatten x and return the unique elements of the flattened array.

Returns:

out (array) – an array containing the set of unique elements in x. The returned array must have the same data type as x.

Note

The order of unique elements is not specified and may vary between implementations.