2 Deques
Double ended queues (or deque) are queues where elements can be added or removed from either end. The deque data structures provided by this library implement and provide the following operations: deque, empty?, enqueue, enqueue-front, head, tail, last, init and deque->list.
2.1 Bankers Deque
| (require pfds/deque/bankers) | package: pfds |
Bankers deques are amortized double ended deques developed using the Bankers method. They provide an amortized running time of O(1) for the operations head, tail, last, init, enqueue-front and enqueue. They use lazy evaluation and memoization to achieve the amortized running time.
syntax
(Deque A)
> (deque 1 2 3 4 5 6)
- : #(struct:Deque
((Rec
g298596
(U (Pairof Positive-Byte g298596) (Promiseof g298596) Null))
Integer
(Rec
g298598
(U (Pairof Positive-Byte g298598) (Promiseof g298598) Null))
Integer))
#<Deque>
In the above example, the deque obtained will have 1 as its head element.
procedure
(enqueue-front a deq) → (Deque A)
a : A deq : (Deque A)
> (enqueue-front 10 (deque 5 6 3 4))
- : #(struct:Deque
((Rec
g298689
(U (Pairof Positive-Byte g298689) (Promiseof g298689) Null))
Integer
(Rec
g298691
(U (Pairof Positive-Byte g298691) (Promiseof g298691) Null))
Integer))
#<Deque>
In the above example, (enqueue-front 10 (deque 5 6 3 4)) adds 10 to the front of the (deque 5 6 3 4). 10 will be the head element.
In the above example, (head (empty Integer)) throws an error since the given deque is empty.
In the above example, (last (empty Integer))throws an error since the given deque is empty.
In the above example, (tail (deque 1 2 3 4 5 6)), removes the head of the given deque returns (deque 2 3 4 5 6).
In the above example, (init (deque 1 2 3 4 5 6)), removes the last element 6 and returns (deque 1 2 3 4 5).
procedure
(deque->list deq) → (Listof A)
deq : (Deque A)
> (deque->list (deque 10 2 34 4 15 6)) - : (Listof Positive-Byte)
'(10 2 34 4 15 6)
> (deque->list (empty Integer)) - : (Listof Integer)
'()
> (deque->list (map add1 (deque 1 2 3 4 5 6))) - : (Listof Positive-Index)
'(2 3 4 5 6 7)
> (deque->list (map * (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6))) - : (Listof Positive-Index)
'(1 4 9 16 25 36)
procedure
(foldl func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldl currently does not produce correct results when the given function is non-commutative.
> (foldl + 0 (deque 1 2 3 4 5 6)) - : Integer [more precisely: Nonnegative-Integer]
21
> (foldl * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer [more precisely: Positive-Integer]
518400
procedure
(foldr func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldr currently does not produce correct results when the given function is non-commutative.
> (foldr + 0 (deque 1 2 3 4 5 6)) - : Integer [more precisely: Nonnegative-Integer]
21
> (foldr * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer [more precisely: Positive-Integer]
518400
> (define que (deque 1 2 3 4 5 6)) > (deque->list (filter (λ: ([x : Integer]) (> x 5)) que)) - : (Listof Positive-Byte)
'(6)
> (deque->list (filter (λ: ([x : Integer]) (< x 5)) que)) - : (Listof Positive-Byte)
'(1 2 3 4)
> (deque->list (filter (λ: ([x : Integer]) (<= x 5)) que)) - : (Listof Positive-Byte)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (> x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (< x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(5 6)
> (deque->list (remove (λ: ([x : Integer]) (<= x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(6)
procedure
(andmap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (andmap even? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap odd? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap positive? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (andmap negative? (deque -1 -2)) - : Boolean
#t
procedure
(ormap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (ormap even? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap odd? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap positive? (deque -1 -2 3 4 -5 6)) - : Boolean
#t
> (ormap negative? (deque 1 -2)) - : Boolean
#t
procedure
(build-deque size func) → (Deque A)
size : Natural func : (Natural -> A)
> (deque->list (build-deque 5 (λ:([x : Integer]) (add1 x)))) - : (Listof Integer)
'(1 2 3 4 5)
> (deque->list (build-deque 5 (λ:([x : Integer]) (* x x)))) - : (Listof Integer)
'(0 1 4 9 16)
> (head+tail (deque 1 2 3 4 5))
- : (Pairof
Positive-Byte
#(struct:Deque
((Rec
g299500
(U (Pairof Positive-Byte g299500) (Promiseof g299500) Null))
Integer
(Rec
g299502
(U (Pairof Positive-Byte g299502) (Promiseof g299502) Null))
Integer)))
'(1 . #<Deque>)
> (head+tail (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec g299526 (U (Pairof Integer g299526) (Promiseof g299526) Null))
Integer
(Rec g299528 (U (Pairof Integer g299528) (Promiseof g299528) Null))
Integer)))
'(0 . #<Deque>)
> (head+tail (empty Integer)) head+tail: given deque is empty
> (last+init (deque 1 2 3 4 5))
- : (Pairof
Positive-Byte
#(struct:Deque
((Rec
g299569
(U (Pairof Positive-Byte g299569) (Promiseof g299569) Null))
Integer
(Rec
g299571
(U (Pairof Positive-Byte g299571) (Promiseof g299571) Null))
Integer)))
'(5 . #<Deque>)
> (last+init (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec g299595 (U (Pairof Integer g299595) (Promiseof g299595) Null))
Integer
(Rec g299597 (U (Pairof Integer g299597) (Promiseof g299597) Null))
Integer)))
'(16 . #<Deque>)
> (last+init (empty Integer)) last+init: given deque is empty
2.2 Implicit Deque
| (require pfds/deque/implicit) | package: pfds |
Deques obtained by applying Implicit Recursive Slowdown. Provides amortized running time of O(1) for the operations head, tail, last, init, enqueue-front and enqueue. Implicit Recursive Slowdown combines laziness and technique called Recursive Slow-Down developed by Kaplan and Tarjan in their paper Persistant Lists with Catenation via Recursive Slow-Down.
syntax
(Deque A)
> (deque 1 2 3 4 5 6) - : (U (Deep Positive-Byte) (Shallow Positive-Byte))
#<Deep>
In the above example, the deque obtained will have 1 as its head element.
In the above example, enqueue adds the element 10 to (deque 1 2 3 4 5 6 10).
procedure
(enqueue-front a deq) → (Deque A)
a : A deq : (Deque A)
> (enqueue-front 10 (deque 5 6 3 4)) - : (U (Deep Positive-Byte) (Shallow Positive-Byte))
#<Deep>
In the above example, (enqueue-front 10 (deque 5 6 3 4)) adds 10 to the front of the (deque 5 6 3 4). 10 will be the head element.
In the above example, (tail (deque 1 2 3 4 5 6)), removes 1 and returns (tail (deque 2 3 4 5 6)).
In the above example, (init (deque 1 2 3 4 5 6)), removes the last element 6 and returns (deque 1 2 3 4 5)
procedure
(deque->list deq) → (Listof A)
deq : (Deque A)
> (deque->list (deque 10 2 34 4 15 6)) - : (Listof Positive-Byte)
'(10 2 34 4 15 6)
> (deque->list (map add1 (deque 1 2 3 4 5 6))) - : (Listof Positive-Index)
'(2 3 4 5 6 7)
> (deque->list (map * (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6))) - : (Listof Positive-Index)
'(1 4 9 16 25 36)
procedure
(foldl func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldl currently does not produce correct results when the given function is non-commutative.
> (foldl + 0 (deque 1 2 3 4 5 6)) - : Integer [more precisely: Nonnegative-Integer]
21
> (foldl * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer [more precisely: Positive-Integer]
518400
procedure
(foldr func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldr currently does not produce correct results when the given function is non-commutative.
> (foldr + 0 (deque 1 2 3 4 5 6)) - : Integer [more precisely: Nonnegative-Integer]
21
> (foldr * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer [more precisely: Positive-Integer]
518400
> (define que (deque 1 2 3 4 5 6)) > (deque->list (filter (λ: ([x : Integer]) (> x 5)) que)) - : (Listof Positive-Byte)
'(6)
> (deque->list (filter (λ: ([x : Integer]) (< x 5)) que)) - : (Listof Positive-Byte)
'(1 2 3 4)
> (deque->list (filter (λ: ([x : Integer]) (<= x 5)) que)) - : (Listof Positive-Byte)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (> x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (< x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(5 6)
> (deque->list (remove (λ: ([x : Integer]) (<= x 5)) (deque 1 2 3 4 5 6))) - : (Listof Positive-Byte)
'(6)
procedure
(andmap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (andmap even? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap odd? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap positive? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (andmap negative? (deque -1 -2)) - : Boolean
#t
procedure
(ormap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (ormap even? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap odd? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap positive? (deque -1 -2 3 4 -5 6)) - : Boolean
#t
> (ormap negative? (deque 1 -2)) - : Boolean
#t
procedure
(build-deque size func) → (Deque A)
size : Natural func : (Natural -> A)
> (deque->list (build-deque 5 (λ:([x : Integer]) (add1 x)))) - : (Listof Integer)
'(1 2 3 4 5)
> (deque->list (build-deque 5 (λ:([x : Integer]) (* x x)))) - : (Listof Integer)
'(0 1 4 9 16)
2.3 Real-Time Deque
| (require pfds/deque/real-time) | package: pfds |
Real-Time Deques eliminate the amortization by using two techniques Scheduling and a variant of Global Rebuilding called Lazy Rebuilding. The data structure gives a worst case running time of O(1) for the operations head, tail, last, init, enqueue-front and enqueue.
syntax
(Deque A)
> (deque 1 2 3 4 5 6)
- : #(struct:Deque
((Rec
g303246
(U (Boxof (U (-> (Pairof Integer g303246)) (Pairof Integer g303246)))
Null))
Integer
(Rec
g303249
(U (Boxof (U (-> (Pairof Integer g303249)) (Pairof Integer g303249)))
Null))
(Rec
g303252
(U (Boxof (U (-> (Pairof Integer g303252)) (Pairof Integer g303252)))
Null))
Integer
(Rec
g303255
(U (Boxof (U (-> (Pairof Integer g303255)) (Pairof Integer g303255)))
Null))))
#<Deque>
In the above example, the deque obtained will have 1 as its head element.
> (enqueue 10 (deque 1 2 3 4 5 6))
- : #(struct:Deque
((Rec
g303287
(U (Boxof (U (-> (Pairof Integer g303287)) (Pairof Integer g303287)))
Null))
Integer
(Rec
g303290
(U (Boxof (U (-> (Pairof Integer g303290)) (Pairof Integer g303290)))
Null))
(Rec
g303293
(U (Boxof (U (-> (Pairof Integer g303293)) (Pairof Integer g303293)))
Null))
Integer
(Rec
g303296
(U (Boxof (U (-> (Pairof Integer g303296)) (Pairof Integer g303296)))
Null))))
#<Deque>
In the above example, enqueue adds the element 10 to the end of (deque 1 2 3 4 5 6).
procedure
(enqueue-front a deq) → (Deque A)
a : A deq : (Deque A)
> (enqueue-front 10 (deque 1 2 3 4 5 6))
- : #(struct:Deque
((Rec
g303308
(U (Boxof (U (-> (Pairof Integer g303308)) (Pairof Integer g303308)))
Null))
Integer
(Rec
g303311
(U (Boxof (U (-> (Pairof Integer g303311)) (Pairof Integer g303311)))
Null))
(Rec
g303314
(U (Boxof (U (-> (Pairof Integer g303314)) (Pairof Integer g303314)))
Null))
Integer
(Rec
g303317
(U (Boxof (U (-> (Pairof Integer g303317)) (Pairof Integer g303317)))
Null))))
#<Deque>
In the above example, enqueue adds the element 10 to the front of (deque 1 2 3 4 5 6) and returns (deque 10 1 2 3 4 5 6).
> (tail (deque 1 2 3 4 5 6))
- : #(struct:Deque
((Rec
g303367
(U (Boxof (U (-> (Pairof Integer g303367)) (Pairof Integer g303367)))
Null))
Integer
(Rec
g303370
(U (Boxof (U (-> (Pairof Integer g303370)) (Pairof Integer g303370)))
Null))
(Rec
g303373
(U (Boxof (U (-> (Pairof Integer g303373)) (Pairof Integer g303373)))
Null))
Integer
(Rec
g303376
(U (Boxof (U (-> (Pairof Integer g303376)) (Pairof Integer g303376)))
Null))))
#<Deque>
> (tail (empty Integer)) tail: given deque is empty
In the above example, (tail (deque 1 2 3 4 5 6)), removes the head of the given deque returns (deque 2 3 4 5 6).
> (init (deque 1 2 3 4 5 6))
- : #(struct:Deque
((Rec
g303410
(U (Boxof (U (-> (Pairof Integer g303410)) (Pairof Integer g303410)))
Null))
Integer
(Rec
g303413
(U (Boxof (U (-> (Pairof Integer g303413)) (Pairof Integer g303413)))
Null))
(Rec
g303416
(U (Boxof (U (-> (Pairof Integer g303416)) (Pairof Integer g303416)))
Null))
Integer
(Rec
g303419
(U (Boxof (U (-> (Pairof Integer g303419)) (Pairof Integer g303419)))
Null))))
#<Deque>
> (init (empty Integer)) init: given deque is empty
In the above example, (init (deque 1 2 3 4 5 6)), removes the last element 6 of the given deque and returns (deque 1 2 3 4 5).
procedure
(deque->list deq) → (Listof A)
deq : (Deque A)
> (deque->list (deque 10 2 34 4 15 6)) - : (Listof Integer)
'(10 2 34 4 15 6)
> (deque->list (map add1 (deque 1 2 3 4 5 6))) - : (Listof Integer)
'(2 3 4 5 6 7)
> (deque->list (map * (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6))) - : (Listof Integer)
'(1 4 9 16 25 36)
procedure
(foldl func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldl currently does not produce correct results when the given function is non-commutative.
> (foldl + 0 (deque 1 2 3 4 5 6)) - : Integer
21
> (foldl * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer
518400
procedure
(foldr func init deq1 deq2 ...) → C
func : (C A B ... B -> C) init : C deq1 : (Deque A) deq2 : (Deque B)
foldr currently does not produce correct results when the given function is non-commutative.
> (foldr + 0 (deque 1 2 3 4 5 6)) - : Integer
21
> (foldr * 1 (deque 1 2 3 4 5 6) (deque 1 2 3 4 5 6)) - : Integer
518400
> (define que (deque 1 2 3 4 5 6)) > (deque->list (filter (λ: ([x : Integer]) (> x 5)) que)) - : (Listof Integer)
'(6)
> (deque->list (filter (λ: ([x : Integer]) (< x 5)) que)) - : (Listof Integer)
'(1 2 3 4)
> (deque->list (filter (λ: ([x : Integer]) (<= x 5)) que)) - : (Listof Integer)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (> x 5)) (deque 1 2 3 4 5 6))) - : (Listof Integer)
'(1 2 3 4 5)
> (deque->list (remove (λ: ([x : Integer]) (< x 5)) (deque 1 2 3 4 5 6))) - : (Listof Integer)
'(5 6)
> (deque->list (remove (λ: ([x : Integer]) (<= x 5)) (deque 1 2 3 4 5 6))) - : (Listof Integer)
'(6)
procedure
(andmap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (andmap even? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap odd? (deque 1 2 3 4 5 6)) - : Boolean
#f
> (andmap positive? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (andmap negative? (deque -1 -2)) - : Boolean
#t
procedure
(ormap func deq1 deq2 ...) → Boolean
func : (A B ... B -> Boolean) deq1 : (Deque A) deq2 : (Deque B)
> (ormap even? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap odd? (deque 1 2 3 4 5 6)) - : Boolean
#t
> (ormap positive? (deque -1 -2 3 4 -5 6)) - : Boolean
#t
> (ormap negative? (deque 1 -2)) - : Boolean
#t
procedure
(build-deque size func) → (Deque A)
size : Natural func : (Natural -> A)
> (deque->list (build-deque 5 (λ:([x : Integer]) (add1 x)))) - : (Listof Integer)
'(1 2 3 4 5)
> (deque->list (build-deque 5 (λ:([x : Integer]) (* x x)))) - : (Listof Integer)
'(0 1 4 9 16)
> (head+tail (deque 1 2 3 4 5))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303793
(U (Boxof (U (-> (Pairof Integer g303793)) (Pairof Integer g303793)))
Null))
Integer
(Rec
g303796
(U (Boxof (U (-> (Pairof Integer g303796)) (Pairof Integer g303796)))
Null))
(Rec
g303799
(U (Boxof (U (-> (Pairof Integer g303799)) (Pairof Integer g303799)))
Null))
Integer
(Rec
g303802
(U (Boxof (U (-> (Pairof Integer g303802)) (Pairof Integer g303802)))
Null)))))
'(1 . #<Deque>)
> (head+tail (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303819
(U (Boxof (U (-> (Pairof Integer g303819)) (Pairof Integer g303819)))
Null))
Integer
(Rec
g303822
(U (Boxof (U (-> (Pairof Integer g303822)) (Pairof Integer g303822)))
Null))
(Rec
g303825
(U (Boxof (U (-> (Pairof Integer g303825)) (Pairof Integer g303825)))
Null))
Integer
(Rec
g303828
(U (Boxof (U (-> (Pairof Integer g303828)) (Pairof Integer g303828)))
Null)))))
'(0 . #<Deque>)
> (head+tail (empty Integer)) head+tail: given deque is empty
> (last+init (deque 1 2 3 4 5))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303862
(U (Boxof (U (-> (Pairof Integer g303862)) (Pairof Integer g303862)))
Null))
Integer
(Rec
g303865
(U (Boxof (U (-> (Pairof Integer g303865)) (Pairof Integer g303865)))
Null))
(Rec
g303868
(U (Boxof (U (-> (Pairof Integer g303868)) (Pairof Integer g303868)))
Null))
Integer
(Rec
g303871
(U (Boxof (U (-> (Pairof Integer g303871)) (Pairof Integer g303871)))
Null)))))
'(5 . #<Deque>)
> (last+init (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303888
(U (Boxof (U (-> (Pairof Integer g303888)) (Pairof Integer g303888)))
Null))
Integer
(Rec
g303891
(U (Boxof (U (-> (Pairof Integer g303891)) (Pairof Integer g303891)))
Null))
(Rec
g303894
(U (Boxof (U (-> (Pairof Integer g303894)) (Pairof Integer g303894)))
Null))
Integer
(Rec
g303897
(U (Boxof (U (-> (Pairof Integer g303897)) (Pairof Integer g303897)))
Null)))))
'(16 . #<Deque>)
> (last+init (empty Integer)) last+init: given deque is empty