;
; dot-product.scm -- take dot products of vectors for query
;
; The QueryLink not only performs searches, but it can apply rewrite
; rules to the results. These re-write rules can generate (numeric)
; Values, which are returned to the caller. This example illustrates
; a query that returns two vectors of numbers, which are multiplied
; and accumulated, resulting in a dot-product of the two.
(use-modules (opencog))
(define tvkey (Predicate "counting key"))
(define (count-of ATOM) (ElementOf (Number 2) (ValueOf ATOM tvkey)))
; Define a pair of vectors. One vector is called "dog", the other is
; called "cat". The basis elements of both vectors are "has legs",
; "has nose" and so on. The numeric value for that basis element is
; stored in a FloatValue attached to each.
;
(cog-set-value! (Edge (Predicate "has legs") (Concept "dog")) tvkey (FloatValue 1 0 1))
(cog-set-value! (Edge (Predicate "has nose") (Concept "dog")) tvkey (FloatValue 1 0 2))
(cog-set-value! (Edge (Predicate "has tail") (Concept "dog")) tvkey (FloatValue 1 0 3))
(cog-set-value! (Edge (Predicate "furry") (Concept "dog")) tvkey (FloatValue 1 0 4))
(cog-set-value! (Edge (Predicate "domestic") (Concept "dog")) tvkey (FloatValue 1 0 5))
(cog-set-value! (Edge (Predicate "has legs") (Concept "cat")) tvkey (FloatValue 1 0 1))
(cog-set-value! (Edge (Predicate "has nose") (Concept "cat")) tvkey (FloatValue 1 0 2))
(cog-set-value! (Edge (Predicate "has tail") (Concept "cat")) tvkey (FloatValue 1 0 3))
(cog-set-value! (Edge (Predicate "furry") (Concept "cat")) tvkey (FloatValue 1 0 4))
(cog-set-value! (Edge (Predicate "domestic") (Concept "cat")) tvkey (FloatValue 1 0 5))
; Define a Query that looks for the basis elements on the "dog" and
; "cat" vectors. Once these are found, obtain the counts, and multiply
; them together.
(define qdot-math
(Query
; The search variable.
(TypedVariable (Variable "$prop") (Type 'Predicate))
; What to look for.
(Present
(Edge (Variable "$prop") (Concept "dog"))
(Edge (Variable "$prop") (Concept "cat")))
; Multiply the counts on the search results.
(Times
(count-of (Edge (Variable "$prop") (Concept "dog")))
(count-of (Edge (Variable "$prop") (Concept "cat"))))))
; Dry run -- this should return a list of numbers 1,4,9,16,25
(cog-execute! qdot-math)
; Accumulate the numeric values: this should return 1+4+9+16+25 = 55.
(cog-execute! (Accumulate qdot-math))
; That's all folks! The End.