Nub Sieve

, Nubsieve, or Unique Mask, is a monadic function that returns a Boolean vector indicating which major cells of its argument would be included in the result of Unique (Nub). More precisely, it indicates all cells which do not match any earlier indicated cell. The Nub Sieve is more informative than Unique because it encodes not only which cells are unique but where they appear in the argument. This means it can be used for tasks such as filtering secondary arrays and working with duplicates that are difficult to do with Unique and slow to compute with Key.

Examples
Nub Sieve returns a 1 for each major cell in the argument that is unique, and a 0 if it's a duplicate: Using Key we can see which elements were labelled unique and duplicate:

Nub Sieve can be used to filter a matrix by some of its columns, or find its unique rows.

Description
While the Nub Sieve satisfies, this criterion is not a full definition because it doesn't specify which cell should be selected from among duplicates. The Nub Sieve should indicate cells by following the same procedure as Unique, that is, by considering all major cells in order and indicating those which do not match any cell already indicated.

Formally, let  be an array of rank at least 1. The Nub Sieve  of   is the array which satisfies the following two axioms (with  ) for all   in. The search  in   depends on   and so the Nub Sieve depends on comparison tolerance. The two comparisons  are taken to be independent of  ;   is exactly Boolean.

When the argument is a scalar, Unique returns its ravel, an instance of scalar rank extension. Correspondingly, Nub Sieve of a scalar is defined to be the singleton vector.

APL models
An implementation based on the above definition follows:

The Unique Mask can also be derived from the self-classify or index-in-nub function. The following two implementations arise from the fact that 1s in the Unique Mask appear exactly when a new value appears in the self-classify.

Use cases
One use of Nub Sieve is to remove duplicates from one array and also corresponding arrays, which may contain attributes of cells in that array. The statement  filters   and corresponding   in this way. A minor variation is to filter an array based on only one attribute of its major cells:  gets the rows of matrix   which introduce new values in column 3. Code like this might be used to compute, for example, the first Nobel prize winner from each country given a list of winners sorted by date. While Key can be used for such computations (for instance  in place of  ), the Nub Sieve is slightly simpler and considerably faster in most implementations: Key recomputes uniqueness information for its left argument each time.

The combination with Indices  finds the indices of unique elements of an array, which might be useful to iterate through these elements without extracting them into a separate array (it could even be used to modify them in their original positions). Again, this combination can be computed with Key, using, but the Nub Sieve implementation is more obvious and readable ("Where is A unique?") and much faster (while the particular Key operand   could be sped up, the function can be written in many ways, and recognising all of them is difficult).

Nub Sieve can be used to find all elements of an array that are duplicates, by inverting the result. This is useful in order to see or manipulate what is being discarded by Unique. A program might print duplicate values before discarding them: The same method can be used with a sieve derived from a function of an array rather than the array itself, for instance to keep only one namespace with a given  property but retain the discarded ones for future use.

History

 * See also Unique.

In A Programming Language, the forward set selector $$\sigma/\mathbf{v}$$ is a special notation indicating the nub sieve of $$\mathbf{v}$$, so that unique elements are found with a Compression $$(\sigma/\mathbf{v})/\mathbf{v}$$.

The function Nubsieve first appeared in A Dictionary of APL in 1987, and was eventually added to SHARP APL. It appears in J as  or Nub Sieve. It is also included in Dyalog APL 18.0, released June 2020.

Documentation

 * Dyalog
 * J Dictionary, NuVoc (as )
 * BQN (as )