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
g298393
(U (Pairof Positive-Byte g298393) (Promiseof g298393) Null))
Integer
(Rec
g298395
(U (Pairof Positive-Byte g298395) (Promiseof g298395) 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
g298486
(U (Pairof Positive-Byte g298486) (Promiseof g298486) Null))
Integer
(Rec
g298488
(U (Pairof Positive-Byte g298488) (Promiseof g298488) 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
g299297
(U (Pairof Positive-Byte g299297) (Promiseof g299297) Null))
Integer
(Rec
g299299
(U (Pairof Positive-Byte g299299) (Promiseof g299299) Null))
Integer)))
'(1 . #<Deque>)
> (head+tail (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec g299323 (U (Pairof Integer g299323) (Promiseof g299323) Null))
Integer
(Rec g299325 (U (Pairof Integer g299325) (Promiseof g299325) 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
g299366
(U (Pairof Positive-Byte g299366) (Promiseof g299366) Null))
Integer
(Rec
g299368
(U (Pairof Positive-Byte g299368) (Promiseof g299368) Null))
Integer)))
'(5 . #<Deque>)
> (last+init (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec g299392 (U (Pairof Integer g299392) (Promiseof g299392) Null))
Integer
(Rec g299394 (U (Pairof Integer g299394) (Promiseof g299394) 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
g303043
(U (Boxof (U (-> (Pairof Integer g303043)) (Pairof Integer g303043)))
Null))
Integer
(Rec
g303046
(U (Boxof (U (-> (Pairof Integer g303046)) (Pairof Integer g303046)))
Null))
(Rec
g303049
(U (Boxof (U (-> (Pairof Integer g303049)) (Pairof Integer g303049)))
Null))
Integer
(Rec
g303052
(U (Boxof (U (-> (Pairof Integer g303052)) (Pairof Integer g303052)))
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
g303084
(U (Boxof (U (-> (Pairof Integer g303084)) (Pairof Integer g303084)))
Null))
Integer
(Rec
g303087
(U (Boxof (U (-> (Pairof Integer g303087)) (Pairof Integer g303087)))
Null))
(Rec
g303090
(U (Boxof (U (-> (Pairof Integer g303090)) (Pairof Integer g303090)))
Null))
Integer
(Rec
g303093
(U (Boxof (U (-> (Pairof Integer g303093)) (Pairof Integer g303093)))
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
g303105
(U (Boxof (U (-> (Pairof Integer g303105)) (Pairof Integer g303105)))
Null))
Integer
(Rec
g303108
(U (Boxof (U (-> (Pairof Integer g303108)) (Pairof Integer g303108)))
Null))
(Rec
g303111
(U (Boxof (U (-> (Pairof Integer g303111)) (Pairof Integer g303111)))
Null))
Integer
(Rec
g303114
(U (Boxof (U (-> (Pairof Integer g303114)) (Pairof Integer g303114)))
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
g303164
(U (Boxof (U (-> (Pairof Integer g303164)) (Pairof Integer g303164)))
Null))
Integer
(Rec
g303167
(U (Boxof (U (-> (Pairof Integer g303167)) (Pairof Integer g303167)))
Null))
(Rec
g303170
(U (Boxof (U (-> (Pairof Integer g303170)) (Pairof Integer g303170)))
Null))
Integer
(Rec
g303173
(U (Boxof (U (-> (Pairof Integer g303173)) (Pairof Integer g303173)))
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
g303207
(U (Boxof (U (-> (Pairof Integer g303207)) (Pairof Integer g303207)))
Null))
Integer
(Rec
g303210
(U (Boxof (U (-> (Pairof Integer g303210)) (Pairof Integer g303210)))
Null))
(Rec
g303213
(U (Boxof (U (-> (Pairof Integer g303213)) (Pairof Integer g303213)))
Null))
Integer
(Rec
g303216
(U (Boxof (U (-> (Pairof Integer g303216)) (Pairof Integer g303216)))
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
g303590
(U (Boxof (U (-> (Pairof Integer g303590)) (Pairof Integer g303590)))
Null))
Integer
(Rec
g303593
(U (Boxof (U (-> (Pairof Integer g303593)) (Pairof Integer g303593)))
Null))
(Rec
g303596
(U (Boxof (U (-> (Pairof Integer g303596)) (Pairof Integer g303596)))
Null))
Integer
(Rec
g303599
(U (Boxof (U (-> (Pairof Integer g303599)) (Pairof Integer g303599)))
Null)))))
'(1 . #<Deque>)
> (head+tail (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303616
(U (Boxof (U (-> (Pairof Integer g303616)) (Pairof Integer g303616)))
Null))
Integer
(Rec
g303619
(U (Boxof (U (-> (Pairof Integer g303619)) (Pairof Integer g303619)))
Null))
(Rec
g303622
(U (Boxof (U (-> (Pairof Integer g303622)) (Pairof Integer g303622)))
Null))
Integer
(Rec
g303625
(U (Boxof (U (-> (Pairof Integer g303625)) (Pairof Integer g303625)))
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
g303659
(U (Boxof (U (-> (Pairof Integer g303659)) (Pairof Integer g303659)))
Null))
Integer
(Rec
g303662
(U (Boxof (U (-> (Pairof Integer g303662)) (Pairof Integer g303662)))
Null))
(Rec
g303665
(U (Boxof (U (-> (Pairof Integer g303665)) (Pairof Integer g303665)))
Null))
Integer
(Rec
g303668
(U (Boxof (U (-> (Pairof Integer g303668)) (Pairof Integer g303668)))
Null)))))
'(5 . #<Deque>)
> (last+init (build-deque 5 (λ:([x : Integer]) (* x x))))
- : (Pairof
Integer
#(struct:Deque
((Rec
g303685
(U (Boxof (U (-> (Pairof Integer g303685)) (Pairof Integer g303685)))
Null))
Integer
(Rec
g303688
(U (Boxof (U (-> (Pairof Integer g303688)) (Pairof Integer g303688)))
Null))
(Rec
g303691
(U (Boxof (U (-> (Pairof Integer g303691)) (Pairof Integer g303691)))
Null))
Integer
(Rec
g303694
(U (Boxof (U (-> (Pairof Integer g303694)) (Pairof Integer g303694)))
Null)))))
'(16 . #<Deque>)
> (last+init (empty Integer)) last+init: given deque is empty