Median in Prolog - prolog

I'm trying to write rules for prolog that define a median of a list by using a partitioning method.
partition([], V, [], []).
partition([X | L], V, [X | A], B) :- (V > X), !, partition(L, V, A, B).
partition([X | L], V, A, [X | B]) :- (V < X), !, partition(L, V, A, B).
partition([X | L], V, A, B) :- (V =:= X), partition(L, V, A, B).
median([A], A).
median(L, M) :- partition(L, M, A, B), length(A, X), length(B, X).
partition(L, V, A, B) partitions list L into 2 sublists A and B with A having values less than V and B having values greater than V.
That part works fine, but when I try to write my median, I'm trying to say that it is a median when after partitioning, A and B are the same length.
median works when I use concrete values, like median([1, 2, 3], 2)
but when I try median([1, 2, 3], X).
it gives an error message ERROR: >/2: Arguments are not sufficiently instantiated.
I was wondering how to fix that? Thanks!

=:= operator requires both its operands to be instantiated. When you ask for median([1, 2, 3], X), one of its operands becomes X, which is not instantiated yet. The same problem is with other arithmetic operators like >.
To correct it, you can either use constraints programming (which provides arithmetic operators that aren't so strict) or rework your program to only use arithmetic on list elements. For example, try a classical approach like: sort the list of numbers, then divide the list into three segments: list of length N, a single element, list of length N. Hint: you can do the part after sorting using just a single append/3 and two length/2 invocations.

Easy way to make your program work with median([1, 2, 3], X) query - is to instantiate M to a member of L in the last rule:
median(L, M) :-
member(M, L),
partition(L, M, A, B), length(A, X), length(B, X).

Related

Get set of elements from list (Prolog)

I am trying to get a set of elements from a list in prolog, such that a query:
get_elems([1, 2, 4, 10], [a, b, c, d, e], X).
yields:
X = [a, b, d]
I would like to implement it without using the built in predicate nth.
I have tried using the following, but it does not work:
minus_one([], []).
minus_one([X|Xs], [Y|Ys]) :- minus_one(Xs, Ys), Y is X-1.
get_elems([], _, []).
get_elems(_, [], []).
get_elems([1|Ns], [A|As], Z) :- get_elems(Ns, As, B), [A|B] = Z.
get_elems(Ns, [_|As], Z) :- minus_one(Ns, Bs), get_elems(Bs, As, Z).
Edit: The list of indices is guaranteed to be ascending, also I want to avoid implementing my own version of nth.
Give this a go:
get_elems(Xs,Ys,Zs) :- get_elems(Xs,1,Ys,Zs).
get_elems(Xs,_,Ys,[]) :- Xs = []; Ys = [].
get_elems([N|Xs],N,[H|Ys],[H|Zs]) :- !, N1 is N + 1, get_elems(Xs,N1,Ys,Zs).
get_elems(Xs,N,[_|Ys],Zs) :- N1 is N + 1, get_elems(Xs,N1,Ys,Zs).
This just keeps counting up and when the head of the second term is equal to the current index it peels off the head and makes it the head of the current output term. If it doesn't match it just discards the head and keeps going.

Python counter in Prolog

In Python you can do
>>> import from collections counter
>>> Counter(['a','b','b','c'])
>>> Counter({'b': 2, 'a': 1, 'c': 1})
Is there something similar in Prolog? Like so:
counter([a,b,b,c],S).
S=[a/1,b/2,c/1].
This is my implementation:
counter([],List,Counts,Counts).
counter([H|T],List,Counts0,[H/N|Counts]):-
findall(H, member(H,List), S),
length(S,N),
counter(T,List,Counts0,Counts).
counter(List,Counts):-
list_to_set(List,Set),
counter(Set,List,[],Counts).
It's rather verbose, so I wondered if there was a builtin predicate or a more terse implementation.
There is no builtin predicate, here is another way to do that :
counter([X], [X/1]).
counter([H | T], R) :-
counter(T, R1),
( select(H/V, R1, R2)
-> V1 is V+1,
R = [H/V1 | R2]
; R = [H/1 | R1]).
I like #joel76's solution. I will add a few more variations on the theme.
VARIATION I
Here's another simple approach, which sorts the list first:
counter(L, C) :-
msort(L, S), % Use 'msort' instead of 'sort' to preserve dups
counter(S, 1, C).
counter([X], A, [X-A]).
counter([X,X|T], A, C) :-
A1 is A + 1,
counter([X|T], A1, C).
counter([X,Y|T], A, [X-A|C]) :-
X \= Y,
counter([Y|T], 1, C).
Quick trial:
| ?- counter([a,b,b,c], S).
S = [a-1,b-2,c-1] ?
yes
This will fail on counter([], C). but you can simply include the clause counter([], []). if you want it to succeed. It doesn't maintain the initial order of appearance of the elements (it's unclear whether this is a requirement). This implementation is fairly efficient and is tail recursive, and it will work as long as the first argument is instantiated.
VARIATION II
This version will maintain order of appearance of elements, and it succeeds on counter([], []).. It's also tail recursive:
counter(L, C) :-
length(L, N),
counter(L, N, C).
counter([H|T], L, [H-C|CT]) :-
delete(T, H, T1), % Remove all the H's
length(T1, L1), % Length of list without the H's
C is L - L1, % Count is the difference in lengths
counter(T1, L1, CT). % Recursively do the sublist
counter([], _, []).
With some results:
| ?- counter([a,b,a,a,b,c], L).
L = [a-3,b-2,c-1]
yes
| ?- counter([], L).
L = []
yes
VARIATION III
This one uses a helper which isn't tail recursive, but it preserves the original order of elements, is fairly concise, and I think more efficient.
counter([X|T], [X-C|CT]) :-
remove_and_count(X, [X|T], C, L), % Remove and count X from the list
counter(L, CT). % Count remaining elements
counter([], []).
% Remove all (C) instances of X from L leaving R
remove_and_count(X, L, C, R) :-
select(X, L, L1), !, % Cut to prevent backtrack to other clause
remove_and_count(X, L1, C1, R),
C is C1 + 1.
remove_and_count(_, L, 0, L).
This implementation will work as long as the first argument to counter is instantiated.
SIDEBAR
In the above predicates, I used the Element-Count pattern rather than Element/Count since some Prolog interpreters, SWI in particular, offer a number of predicates that know how to operate on associative lists of Key-Value pairs (see SWI library(pairs) and ISO predicate keysort/2).
I also like #joel76 solution (and #mbratch suggestions, also). Here I'm just to note that library(aggregate), if available, has a count aggregate operation, that can be used with the ISO builtin setof/3:
counter(L, Cs) :-
setof(K-N, (member(K, L), aggregate(count, member(K, L), N)), Cs).
yields
?- counter([a,b,b,c], L).
L = [a-1, b-2, c-1].
If the selection operation was more complex, a nice way to avoid textually repeating the code could be
counter(L, Cs) :-
P = member(K, L),
setof(K-N, (P, aggregate(count, P, N)), Cs).
edit
Since I'm assuming library(aggregate) available, could be better to task it the set construction also:
counter(L, Cs) :-
P = member(E,L), aggregate(set(E-C), (P, aggregate(count,P,C)), Cs).

swi Prolog - Error arguments not sufficiently Instantiated

I am new to Prolog and when I query
sortedUnion([1,1,1,2,3,4,4,5], [0,1,3,3,6,7], [0,1,2,3,4,5,6,7]).
I get an error
Exception: (7) unite([_G114, _G162, _G201, _G231, _G243], [_G249, _G297, _G336, _G357, _G369], [0, 1, 2, 3, 4, 5, 6, 7]) ?
So I am hoping someone will be able to tell me where my code is mistaken and why it is wrong?
%undup(L, U) holds precisely when U can be obtained from L by eliminating repeating occurrences of the same element
undup([], []).
undup([X|Xs], [_|B]) :- remove(X,Xs,K), undup(K, B).
remove(_,[],[]).
remove(Y,[Y|T],D) :- remove(Y,T,D).
remove(Y,[S|T],[S|R]) :- not(Y = S), remove(Y,T,R).
%sortedUnion(L1,L2,U) holds when U contains exactly one instance of each element
%of L1 and L2
sortedunion([H|T], [S|R], [F|B]) :- undup([H|T], N), undup([S|R], M), unite(N,M,[F|B]).
unite([], [], []).
unite([X], [], [X]).
unite([], [X], [X]).
unite([H|T], [S|R], [X|Xs]) :- S=H, X is S, unite(T, R, Xs).
unite([H|T], [S|R], [X|Xs]) :- H<S, X is H, unite(T, [S|R], Xs).
unite([H|T], [S|R], [X|Xs]) :- S<H, X is S, unite([H|T], R, Xs).
An advice first: try to keep your code as simple as possible. Your code can reduce to this (that surely works)
sortedunion(A, B, S) :-
append(A, B, C),
sort(C, S).
but of course it's instructive to attempt to solve by yourself. Anyway, try to avoid useless complications.
sortedunion(A, B, S) :-
undup(A, N),
undup(B, M),
unite(N, M, S).
it's equivalent to your code, just simpler, because A = [H|T] and so on.
Then test undup/2:
1 ?- undup([1,1,1,2,3,4,4,5],L).
L = [_G2760, _G2808, _G2847, _G2877, _G2889] ;
false.
Clearly, not what you expect. The culprit should that anon var. Indeed, this works:
undup([], []).
undup([X|Xs], [X|B]) :- remove(X,Xs,K), undup(K, B).
2 ?- undup([1,1,1,2,3,4,4,5],L).
L = [1, 2, 3, 4, 5] ;
false.
Now, unite/3. First of all, is/2 is abused. It introduces arithmetic, then plain unification suffices here: X = S.
Then the base cases are hardcoded to work where lists' length differs at most by 1. Again, simpler code should work better:
unite([], [], []).
unite( X, [], X).
unite([], X, X).
...
Also, note the first clause is useless, being already covered by (both) second and third clauses.

Sequence of Fibonnaci Numbers - Prolog

While attempting to learn Prolog I came across a good exercise which was to write a program that displays the Nth Fibonacci number. After some work I got it working and then decided to see if I could write a program that displays a range of Fibonacci numbers according to the input.
For instance the input:
?- fib_sequence(2,5,Output).
Gives the output:
?- Output = [1,1,2,3]
I am having difficulty, however, in finding a good starting point. This is what I have so far:
fib(0, 0).
fib(1, 1).
fib(N, F) :- X is N - 1, Y is N - 2, fib(X, A), fib(Y, B), F is A + B.
fib_sequence(A,B,R) :- fib(A,Y) , fib(B,Z).
I know I must assign a value to R, but I'm not sure how to assign multiple values. Any help is greatly appreciated.
Observe that your fib_sequence cannot be done in a single predicate clause: you need at least two to keep things recursive - one to produce an empty list when A is greater than B (i.e. we've exhausted the range from A to B), and another one to prepend X from fib(A,X) to a list that you are building, increment A by 1, and call fib_sequence recursively to produce the rest of the sequence.
The first predicate clause would look like this:
fib_sequence(A,B,[]) :- A > B.
The second predicate clause is a bit harder:
fib_sequence(A,B,[H|T]) :-
A =< B /* Make sure A is less than or equal to B */
, fib(A, H) /* Produce the head value from fib(A,...) */
, AA is A + 1 /* Produce A+1 */
, fib_sequence(AA, B, T). /* Produce the rest of the list */
Prolog has some helper builtin to handle numeric sequences, then as an alternative to dasblinkenlight' answer, here is an idiomatic 'query':
fib_sequence(First, Last, Seq) :-
findall(F, (between(First,Last,N), fib(N,F)), Seq).
note that it will not work out-of-the-box with your fib/2, because there is a bug: I've added a condition that avoid the endless loop you would experience trying to backtrack on fib/2 solutions:
fib(N, F) :- N > 1, % added sanity check
X is N - 1, Y is N - 2, fib(X, A), fib(Y, B), F is A + B.
Here's yet another approach. First, I redid fib a little so that it only recursively calls itself once instead of twice. To do this, I created a predicate that returns the prior the last two Fibonacci values instead of the last one:
fib(N, F) :-
fib(N, F, _).
fib(N, F, F1) :-
N > 2,
N1 is N-1,
fib(N1, F1, F0),
F is F0 + F1.
fib(1, 1, 0).
fib(2, 1, 1).
For getting the sequence, I chose an algorithm with the Fibonacci calculation built-in so that it doesn't need to call fib O(n^2) times. It does, however, need to reverse the list when complete:
fib_sequence(A, B, FS) :-
fib_seq_(A, B, FSR),
reverse(FSR, FS).
fib_sequence_(A, B, []) :-
A > B.
fib_sequence_(A, B, [F]) :-
A =:= B,
fib(A, F, _).
fib_sequence_(A, B, [F1,F0]) :-
1 is B - A,
fib(B, F1, F0).
fib_sequence_(A, B, [F2,F1,F0|FT] ) :-
B > A,
B1 is B - 1,
fib_sequence_(A, B1, [F1,F0|FT]),
F2 is F1 + F0.
Here's one more way, to do it without the reverse, but the reverse method above still appears to be a little faster in execution.
fib_sequence_dl(A, B, F) :-
fib_sequence_dl_(A, B, F, [_,_|[]]).
fib_sequence_dl_(A, B, [], _) :-
A > B, !.
fib_sequence_dl_(A, B, [F], _) :-
A =:= B,
fib(A, F, _), !.
fib_sequence_dl_(A, B, [F0,F1|T], [F0,F1|T]) :-
1 is B - A,
fib(B, F1, F0), !.
fib_sequence_dl_(A, B, F, [F1,F2|T]) :-
A < B,
B1 is B - 1,
fib_sequence_dl_(A, B1, F, [F0,F1|[F2|T]]),
F2 is F0 + F1.

Prolog: Matching One or More Anonymous Variables

[_, [ X , _ ],_] will match a list like [d, [X,a], s]. Is there a way to match it to any pattern where there is one or more anonymous variables? ie. [[X,a],s] and [[d,a],[p,z], [X,b]] would match?
I am trying to write a program to count the elements in a list ie. [a,a,a,b,a,b] => [[a,4],[b,2]] but I am stuck:
listcount(L, N) :- listcountA(LS, [], N).
listcountA([X|Tail], [? [X, B], ?], N) :- B is B+1, listcountA(Tail, [? [X,B] ?], N).
listcountA([X|Tail], AL, N) :- listcountA(Tail, [[X,0]|AL], N).
Thanks.
A variable match a term, and the anonimus variable is not exception. A list is just syntax sugar for a binary relation, between head and tail. So a variable can match the list, the head, or the tail, but not an unspecified sequence.
Some note I hope will help you:
listcount(L, N) :- listcountA(LS, [], N).
In Prolog, predicates are identified by name and num.of.arguments, so called functor and arity. So usually 'service' predicates with added arguments keep the same name.
listcountA([X|Tail], [? [X, B], ?], N) :- B is B+1, listcountA(Tail, [? [X,B] ?], N).
B is B+1 will never succeed, you must use a new variable. And there is no way to match inside a list, using a 'wildcard', as you seem to do. Instead write a predicate to find and update the counter.
A final note: usually pairs of elements are denoted using a binary relation, conveniently some (arbitrary) operator. For instance, most used is the dash.
So I would write
listcount(L, Counters) :-
listcount(L, [], Counters).
listcount([X | Tail], Counted, Counters) :-
update(X, Counted, Updated),
!, listcount(Tail, Updated, Counters).
listcount([], Counters, Counters).
update(X, [X - C | R], [X - S | R]) :-
S is C + 1.
update(X, [H | T], [H | R]) :-
update(X, T, R).
update(X, [], [X - 1]). % X just inserted
update/3 can be simplified using some library predicate, 'moving inside' the recursion. For instance, using select/3:
listcount([X | Tail], Counted, Counters) :-
( select(X - C, Counted, Without)
-> S is C + 1
; S = 1, Without = Counted
),
listcount(Tail, [X - S | Without], Counters).
listcount([], Counters, Counters).
I'll preface this post by saying that if you like this answer, consider awarding the correct answer to #chac as this answer is based on theirs.
Here is a version which also uses an accumulator and handles variables in the input list, giving you the output term structure you asked for directly:
listcount(L, C) :-
listcount(L, [], C).
listcount([], PL, PL).
listcount([X|Xs], Acc, L) :-
select([X0,C], Acc, RAcc),
X == X0, !,
NewC is C + 1,
listcount(Xs, [[X0, NewC]|RAcc], L).
listcount([X|Xs], Acc, L) :-
listcount(Xs, [[X, 1]|Acc], L).
Note that listcount/2 defers to the accumulator-based version, listcount/3 which maintains the counts in the accumulator, and does not assume an input ordering or ground input list (named/labelled variables will work fine).
[_, [X, _], _] will match only lists which have 3 elements, 1st and 3rd can be atoms or lists, second element must be list of length 2, but i suppore you know that. It won't match to 2 element list, its better to use head to tail recursion in order to find element and insert it into result list.
Heres a predicate sketch, wich i bet wont work if copy paste ;)
% find_and_inc(+element_to_search, +list_to_search, ?result_list)
find_and_inc(E, [], [[E, 1]]);
find_and_inc(E, [[E,C]|T1], [[E,C1]|T2]) :- C1 is C+1;
find_and_inc(E, [[K,C]|T1], [[K,C]|T2]) :- find_and_inc(E, T1, T2).

Resources