40: A Library of Streams40: A Library of Streamsby Philip L. Bewig
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Along with higher-order functions, one of the hallmarks of functional programming is lazy evaluation. A primary manifestation of lazy evaluation is lazy lists, generally called streams by Scheme programmers, where evaluation of a list element is delayed until its value is needed.
The literature on lazy evaluation distinguishes two styles of laziness, called even and odd. Odd style streams are ubiquitous among Scheme programs and can be easily encoded with the Scheme primitives delay and force defined in R5RS. However, the even style delays evaluation in a manner closer to that of traditional lazy languages such as Haskell and avoids an "off by one" error that is symptomatic of the odd style.
This SRFI defines the stream data type in the even style, some essential procedures and syntax that operate on streams, and motivates our choice of the even style. A companion SRFI 41 Stream Library provides additional procedures and syntax which make for more convenient processing of streams and shows several examples of their use.
Two of the defining characteristics of functional programming
languages are higher-order functions, which provide a powerful tool to
allow programmers to abstract data representations away from an
underlying concrete implementation, and lazy evaluation, which allows
programmers to modularize a program and recombine the pieces in useful
ways. Scheme provides higher-order functions through its lambda
keyword and lazy evaluation through its delay keyword. A primary
manifestation of lazy evaluation is lazy lists, generally called
streams by Scheme programmers, where evaluation of a list element is
delayed until its value is needed. Streams can be used, among other
things, to compute with infinities, conveniently process simulations,
program with coroutines, and reduce the number of passes over data.
This library defines a minimal set of functions and syntax for
programming with streams.
Scheme has a long tradition of computing with streams. The great computer science textbook Structure and Interpretation of Computer Programs, uses streams extensively. The example given in R5RS makes use of streams to integrate systems of differential equations using the method of Runge-Kutta. MIT Scheme, the original implementation of Scheme, provides streams natively. Scheme and the Art of Programming, discusses streams. Some Scheme-like languages also have traditions of using streams: Winston and Horn, in their classic Lisp textbook, discuss streams, and so does Larry Paulson in his text on ML. Streams are an important and useful data structure.
Basically, a stream is much like a list, and can either be null or can
consist of an object (the stream element) followed by another stream;
the difference to a list is that elements aren't evaluated until they
are accessed. All the streams mentioned above use the same underlying
representation, with the null stream represented by '()
and stream pairs constructed by (cons car (delay cdr)),
which must be implemented as syntax. These streams are known as
head-strict, because the head of the stream is always computed,
whether or not it is needed.
Streams are the central data type -- just as arrays are for most imperative languages and lists are for Lisp and Scheme -- for the "pure" functional languages Miranda and Haskell. But those streams are subtly different from the traditional Scheme streams of SICP et al. The difference is at the head of the stream, where Miranda and Haskell provide streams that are fully lazy, with even the head of the stream not computed until it is needed. We'll see in a moment the operational difference between the two types of streams.
Philip Wadler, Walid Taha, and David MacQueen, in their paper "How to add laziness to a strict language
without even being odd", describe how they added streams to the
SML/NJ compiler. They discuss two kinds of streams: odd streams, as
in SICP et al, and even streams, as in Haskell; the names odd and even
refer to the parity of the number of constructors (delay,
cons, nil) used to represent the stream.
Here are the first two figures from their paper, rewritten in Scheme:
;;; FIGURE 1 -- ODD
(define nil1 '())
(define (nil1? strm)
(null? strm))
(define-syntax cons1
(syntax-rules ()
((cons1 obj strm)
(cons obj (delay strm)))))
(define (car1 strm)
(car strm))
(define (cdr1 strm)
(force (cdr strm)))
(define (map1 func strm)
(if (nil1? strm)
nil1
(cons1
(func (car1 strm))
(map1 func (cdr1 strm)))))
(define (countdown1 n)
(cons1 n (countdown1 (- n 1))))
(define (cutoff1 n strm)
(cond
((zero? n) '())
((nil1? strm) '())
(else
(cons
(car1 strm)
(cutoff1 (- n 1)
(cdr1 strm))))))
|
;;; FIGURE 2 -- EVEN
(define nil2 (delay '()))
(define (nil2? strm)
(null? (force strm)))
(define-syntax cons2
(syntax-rules ()
((cons2 obj strm)
(delay (cons obj strm)))))
(define (car2 strm)
(car (force strm)))
(define (cdr2 strm)
(cdr (force strm)))
(define (map2 func strm)
(delay (force
(if (nil2? strm)
nil2
(cons2
(func (car2 strm))
(map2 func (cdr2 strm)))))))
(define (countdown2 n)
(delay (force
(cons2 n (countdown2 (- n 1))))))
(define (cutoff2 n strm)
(cond
((zero? n) '())
((nil2? strm) '())
(else
(cons
(car2 strm)
(cutoff2 (- n 1)
(cdr2 strm))))))
|
It is easy to see the operational difference between the two kinds of streams, using an example adapted from the paper:
> (define (12div n) (/ 12 n))
> (cutoff1 4
(map1 12div (countdown1 4)))
error: divide by zero
|
> (define (12div n) (/ 12 n))
> (cutoff2 4
(map2 12div (countdown2 4)))
(3 4 6 12)
|
The problem of odd streams is that they do too much work, having an "off-by-one" error that causes them to evaluate the next element of a stream before it is needed. Mostly that's just a minor leak of space and time, but if evaluating the next element causes an error, such as dividing by zero, it's a silly, unnecessary bug.
It is instructive to look at the coding differences between odd
and even streams. We expect the two constructors nil and
cons to be different, and they are; the odd
nil and cons return a strict list, but the
even nil and cons return promises.
Nil?, car and cdr change to
accomodate the underlying representation differences.
Cutoff is identical in the two versions, because it
doesn't return a stream.
The subtle but critical difference is in map and
countdown, the two functions that return streams. They
are identical except for the (delay (force ...)) that
wraps the return value in the even version. That looks odd, but is
correct. It is tempting to just eliminate the (delay (force
...)), but that doesn't work, because, given a promise
x, even though (delay (force x)) and
x both evaluate to x when forced, their semantics are
different, with x being evaluated and cached in one case but
not the other. That evaluation is, of course, the same "off-by-one"
error that caused the problem with odd streams. Note that
(force (delay x)) is something different entirely,
even though it looks much the same.
Unfortunately, that (delay (force ...)) is a major
notational inconvenience, because it means that the representation of
streams can't be hidden inside a few primitives but must infect each
function that returns a stream, making streams harder to use, harder
to explain, and more prone to error. Wadler et al solve the
notational inconvenience in their SML/NJ implementation by adding
special syntax -- the keyword lazy -- within the
compiler. Since Scheme allows syntax to be added via a macro, it
doesn't require any compiler modifications to provide streams. Shown
below is a Scheme implementation of Figure 1 to 3 from the paper, with
the (delay (force ...)) hidden within
stream-define, which is the syntax used to create a
function that returns a stream:
;;; FIGURE 1 -- ODD
(define nil1
'())
(define (nil1? strm)
(null? strm))
(define-syntax cons1
(syntax-rules ()
((cons1 obj strm)
(cons
obj
(delay
strm)))))
(define (car1 strm)
(car strm))
(define (cdr1 strm)
(force (cdr strm)))
(define (map1 func strm)
(if (nil1? strm)
nil1
(cons1
(func
(car1 strm))
(map1
func
(cdr1
strm)))))
(define (countdown1 n)
(cons1
n
(countdown1
(- n 1))))
(define (cutoff1 n strm)
(cond
((zero? n) '())
((nil1? strm) '())
(else
(cons
(car1 strm)
(cutoff1
(- n 1)
(cdr1
strm))))))
|
;;; FIGURE 2 -- EVEN
(define nil2
(delay '()))
(define (nil2? strm)
(null? (force strm))
(define-syntax cons2
(syntax-rules ()
((cons2 obj strm)
(delay
(cons
obj
strm)))))
(define (car2 strm)
(car (force strm)))
(define (cdr2 strm)
(cdr (force strm)))
(define (map2 func strm)
(delay (force
(if (nil2? strm)
nil2
(cons2
(func
(car2 strm))
(map2
func
(cdr2
strm)))))))
(define (countdown2 n)
(delay (force
(cons2
n
(countdown2
(- n 1))))))
(define (cutoff2 n strm)
(cond
((zero? n) '())
((nil2? strm) '())
(else
(cons
(car2 strm)
(cutoff2
(- n 1)
(cdr2
strm))))))
|
;;; FIGURE 3 -- EASY
(define nil3
(delay '()))
(define (nil3? strm)
(null? (force strm)))
(define-syntax cons3
(syntax-rules ()
((cons3 obj strm)
(delay
(cons
obj
strm)))))
(define (car3 strm)
(car (force strm)))
(define (cdr3 strm)
(cdr (force strm)))
(define-syntax stream-define
(syntax-rules ()
((stream-define (name args ...)
body0 body1 ...)
(define (name args ...)
(delay (force
(begin body0 body1 ...)))))))
(stream-define (map3 func strm)
(if (nil3? strm)
nil3
(cons3
(func
(car3 strm))
(map3
func
(cdr3
strm)))))
(stream-define (countdown3 n)
(cons3
n
(countdown3
(- n 1))))
(define (cutoff3 n strm)
(cond
((zero? n) '())
((nil3? strm) '())
(else
(cons
(car3 strm)
(cutoff3
(- n 1)
(cdr3
strm))))))
|
It is now easy to see the notational inconvenience of Figure 2, as
the bodies of map1 and map3 are identical,
as are countdown1 and countdown3. All of
the inconvenience is hidden in the stream primitives, where it
belongs, so functions that use the primitives won't be burdened. This
means that users can just step up and use the library without any
knowledge of how the primitives are implemented, and indeed the
implementation of the primitives can change without affecting users of
the primitives, which would not have been possible with the streams of
Figure 2. With this implementation of streams, (cutoff3 4 (map3 12div
(countdown3 4))) evaluates to (3 4 6 12), as it should.
This library provides streams that are even, not odd. This decision overturns years of experience in the Scheme world, but follows the traditions of the "pure" functional languages such as Miranda and Haskell. The primary benefit is elimination of the "off-by-one" error that odd streams suffer. Of course, it is possible to use even streams to represent odd streams, as Wadler et al show in their Figure 4, so nothing is lost by choosing even streams as the default.
Obviously, stream elements are evaluated when they are accessed, not when they are created; that's the definition of lazy. Additionally, stream elements must be evaluated only once, and the result cached in the event it is needed again; that's common practice in all languages that support streams. Following the rule of R5RS section 1.1 fourth paragraph, an implementation of streams is permitted to delete a stream element from the cache and reclaim the storage it occupies if it can prove that the stream element cannot possibly matter to any future computation.
The fact that objects are permitted, but not required, to be reclaimed has a significant impact on streams. Consider for instance the following example, due to Joe Marshall. Stream-filter is a function that takes a predicate and a stream and returns a new stream containing only those elements of the original stream that pass the predicate; it can be simply defined as follows:
(stream-define (stream-filter pred? strm)
(cond ((stream-null? strm) strm)
((pred? (stream-car strm))
(stream-cons (stream-car strm)
(stream-filter pred? (stream-cdr strm))))
(else (stream-filter pred? (stream-cdr strm)))))
But this implementation of stream-filter has a problem:
(define (times3 n)
(stream-car
(stream-cdr
(stream-cdr
(stream-cdr
(stream-cdr
(stream-filter
(lambda (x) (zero? (modulo x n)))
from0)))))))
Called as (times3 5), the function evaluates to 15, as
desired. But called as (times3 1000000), it churns the
disk, creating closures and caching each result as it counts slowly to
3,000,000; on most Scheme systems, this function will run out of
memory long before it computes an answer. A space leak occurs when
there is a gap between elements that pass the predicate, because the
naive definition hangs on to the head of the gap. Unfortunately, this
space leak can be very hard to fix, depending on the underlying Scheme
implementation, and solutions that work in one Scheme implementation
may not work in another. And, since R5RS itself doesn't specify any
safe-for-space requirements, this SRFI can't make any specific
requirements either. Thus, this SRFI encourages native
implementations of the streams described in this SRFI to "do the right
thing" with respect to space consumption, and implement streams that
are as safe-for-space as the rest of the implementation. Of course,
if the stream is bound in a scope outside the stream-filter
expression, there is nothing to be done except cache the elements as
they are filtered.
Although stream-define has been discussed as the basic stream
abstraction, in fact it is the (delay (force ...))
mechanism that is the basis for everything else. In the spirit of
Scheme minimality, the specification below gives stream-delay as the
syntax for converting an expression to a stream; stream-delay is
similar to delay, but returns a stream instead of a promise. Given
stream-delay, it is easy to create stream-lambda, which returns a
stream-valued function, and then stream-define, which binds a
stream-valued function to a name. However, stream-lambda and
stream-define are both library procedures, not fundamental to the use
of streams, and are thus excluded from this SRFI.
A stream-pair is a data structure consisting of two fields called
the stream-car and stream-cdr. Stream-pairs are created
by the procedure stream-cons, and the stream-car and
stream-cdr fields are accessed by the procedures
stream-car and stream-cdr. There also
exists a special stream object called stream-null, which
is a single stream object with no elements, distinguishable from all
other stream objects and, indeed, from all other objects of any type.
The stream-cdr of a stream-pair must be either another stream-pair or
stream-null.
Stream-null and stream-pair are used to represent streams. A stream can be defined recursively as either stream-null or a stream-pair whose stream-cdr is a stream. The objects in the stream-car fields of successive stream-pairs of a stream are the elements of the stream. For example, a two-element stream is a stream-pair whose stream-car is the first element and whose stream-cdr is a stream-pair whose stream-car is the second element and whose stream-cdr is stream-null. A chain of stream-pairs ending with stream-null is finite and has a length that is computed as the number of elements in the stream, which is the same as the number of stream-pairs in the stream. A chain of stream-pairs not ending with stream-null is infinite and has undefined length.
The way in which a stream can be infinite is that no element of the stream is evaluated until it is accessed. Thus, any initial prefix of the stream can be enumerated in finite time and space, but still the stream remains infinite. Stream elements are evaluated only once; once evaluated, the value of a stream element is saved so that the element will not be re-evaluated if it is accessed a second time. Streams and stream elements are never mutated; all functions involving streams are purely applicative. Errors are not required to be signalled, as in R5RS section 1.3.2, although implementations are encouraged to detect and report errors.
stream-null (constant)
Stream-null is the distinguished nil stream, a single
Scheme object distinguishable from all other objects. If the last
stream-pair in a stream contains stream-null in its cdr field, the
stream is finite and has a computable length. However, there is no
need for streams to terminate.
stream-null => (stream)
(stream-cons object stream) (syntax)
Stream-cons is the primitive constructor of streams,
returning a stream with the given object in its car field and the
given stream in its cdr field. The stream returned by
stream-cons must be different (in the sense of
eqv?) from every other Scheme object. The object may be
of any type, and there is no requirement that successive elements of a
stream be of the same type, although it is common for them to be. It
is an error if the second argument of stream-cons is not a stream.
(stream-cons 'a stream-null) => (stream 'a)
(stream-cons 'a (stream 'b 'c 'd)) => (stream 'a 'b 'c 'd)
(stream-cons "a" (stream 'b 'c)) => (stream "a" 'b 'c)
(stream-cons 'a 3) => error
(stream-cons (stream 'a 'b) (stream 'c)) => (stream (stream 'a 'b) 'c)
(stream? object) (function)
Stream? returns #t if the object is a stream, and otherwise returns #f. A stream
object may be either the null stream or a stream pair created by stream-cons.
(stream? stream-null) => #t
(stream? (stream-cons 'a stream-null)) => #t
(stream? 3) => #f
(stream-null? object) (function)
Stream-null? returns #t if the object is the distinguished nil stream, and
otherwise returns #f.
(stream-null? stream-null) => #t
(stream-null? (stream-cons 'a stream-null)) => #f
(stream-null? 3) => #f
(stream-pair? object) (function)
Stream-pair? returns #t if the object is a stream pair created by stream-cons, and
otherwise returns #f.
(stream-pair? stream-null) => #f
(stream-pair? (stream-cons 'a stream-null)) => #t
(stream-pair? 3) => #f
(stream-car stream) (function)
Stream-car returns the object in the stream-car field of
a stream-pair. It is an error to attempt to evaluate the stream-car
of stream-null.
(stream-car (stream 'a 'b 'c)) => a
(stream-car stream-null) => error
(stream-car 3) => error
(stream-cdr stream) (function)
Stream-cdr returns the stream in the stream-cdr field of
a stream-pair. It is an error to attempt to evaluate the stream-cdr
of stream-null.
(stream-cdr (stream 'a 'b 'c)) => (stream 'b 'c)
(stream-cdr stream-null) => error
(stream-cdr 3) => error
(stream-delay expression) (syntax)
Stream-delay is the essential mechanism for operating on streams, taking an
expression and returning a delayed form of the expression that can be asked at
some future point to evaluate the expression and return the resulting value. The
action of stream-delay is analogous to the action of delay, but it is specific to
the stream data type, returning a stream instead of a promise; no corresponding
stream-force is required, because each of the stream functions performs the force
implicitly.
(define from0
(let loop ((x 0))
(stream-delay
(stream-cons x (loop (+ x 1))))))
from0 => (stream 0 1 2 3 4 5 6 ...)
(stream object ...) (library function)
Stream returns a newly allocated finite stream of its arguments, in order.
(stream 'a (+ 3 4) 'c) => (stream 'a 7 'c)
(stream) => stream-null
(stream-unfoldn generator seed n)
(function)
Stream-unfoldn returns n streams whose contents are produced by successive calls
to generator, which takes the current seed as an arguments and returns n + 1
values:
(proc seed) -> seed result0 ... resultN
where resultI indicates how to produce the next element of the Ith result stream:
(value) |
value is the next car of this result stream |
#f |
no new information for this result stream |
() |
the end of this result stream has been reached |
(define (take5 s)
(stream-unfoldn
(lambda (x)
(let ((n (car x)) (s (cdr x)))
(if (zero? n)
(values 'dummy '())
(values
(cons (- n 1) (stream-cdr s))
(list (stream-car s))))))
(cons 5 s)
1))
(take5 from0) => (stream 0 1 2 3 4)
(stream-map function stream ...) (library
function)Stream-map creates a newly allocated stream built by
applying function elementwise to the elements of the streams. The
function must take as many arguments as there are streams and return a
single value (not multiple values). The stream returned by stream-map
is finite if the given stream is finite, and infinite if the given
stream is infinite. If more than one stream is given, stream-map
terminates when any of them terminate, or is infinite if all the
streams are infinite. The stream elements are evaluated in order.
(stream-map (lambda (x) (+ x x)) from0) => (stream 0 2 4 6 8 10 ...)
(stream-map + (stream 1 2 3) (stream 4 5 6)) => (stream 5 7 9)
(stream-map (lambda (x) (expt x x))
(stream 1 2 3 4 5)) => (stream 1 4 27 256 3125)
(stream-for-each procedure stream ...)
(library function)Stream-for-each applies procedure elementwise to the elements of the streams,
calling the procedure for its side effects rather than for its values. The
procedure must take as many arguments as there are streams. The value returned by
stream-for-each is unspecified. The stream elements are visited in order.
(stream-for-each display from0) => no value, prints 01234 ...
(stream-filter predicate? stream) (library function)Stream-filter applies predicate? to each element
of stream and creates a newly allocated stream consisting of those
elements of the given stream for which predicate? returns a
non-#f value. Elements of the output stream are in the
same order as they were in the input stream, and are tested by
predicate? in order.
(stream-filter odd? stream-null) => stream-null
(take5 (stream-filter odd? from0)) => (stream 1 3 5 7 9)
A reference implementation of streams is shown below. It strongly
prefers simplicity and clarity to efficiency, and though a reasonable
attempt is made to be safe-for-space, no promises are made. The reference
implementation relies on the mechanism for defining record types of SRFI-9, and the functions
any and every from SRFI-1. The
stream-error function aborts by calling error as
defined in SRFI 23.
;;; PROMISES A LA SRFI-45:
;;; A separate implementation is necessary to
;;; have promises that answer #t to stream?
;;; This requires lots of complicated type conversions.
(define-record-type s:promise (make-s:promise kind content) s:promise?
(kind s:promise-kind set-s:promise-kind!)
(content s:promise-content set-s:promise-content!))
(define-record-type box (make-box x) box?
(x unbox set-box!))
(define-syntax srfi-40:lazy
(syntax-rules ()
((lazy exp)
(make-box (make-s:promise 'lazy (lambda () exp))))))
(define (srfi-40:eager x)
(make-stream (make-box (make-s:promise 'eager x))))
(define-syntax srfi-40:delay
(syntax-rules ()
((srfi-40:delay exp) (srfi-40:lazy (srfi-40:eager exp)))))
(define (srfi-40:force promise)
(let ((content (unbox promise)))
(case (s:promise-kind content)
((eager) (s:promise-content content))
((lazy)
(let* ((promise* (stream-promise ((s:promise-content content))))
(content (unbox promise)))
(if (not (eqv? 'eager (s:promise-kind content)))
(begin
(set-s:promise-kind! content (s:promise-kind (unbox promise*)))
(set-s:promise-content! content (s:promise-content (unbox promise*)))
(set-box! promise* content)))
(srfi-40:force promise))))))
;;; STREAM -- LIBRARY OF SYNTAX AND FUNCTIONS TO MANIPULATE STREAMS
;;; A stream is a new data type, disjoint from all other data types, that
;;; contains a promise that, when forced, is either nil (a single object
;;; distinguishable from all other objects) or consists of an object
;;; (the stream element) followed by a stream. Each stream element is
;;; evaluated exactly once, when it is first retrieved (not when it is
;;; created); once evaluated its value is saved to be returned by
;;; subsequent retrievals without being evaluated again.
;; STREAM-TYPE -- type of streams
;; STREAM? object -- #t if object is a stream, #f otherwise
(define-record-type stream-type
(make-stream promise)
stream?
(promise stream-promise))
;;; UTILITY FUNCTIONS
;; STREAM-ERROR message -- print message then abort execution
; replace this with a call to the native error handler
; if stream-error returns, so will the stream library function that called it
(define stream-error error)
;;; STREAM SYNTAX AND FUNCTIONS
;; STREAM-NULL -- the distinguished nil stream
(define stream-null (make-stream (srfi-40:delay '())))
;; STREAM-CONS object stream -- primitive constructor of streams
(define-syntax stream-cons
(syntax-rules ()
((stream-cons obj strm)
(make-stream
(srfi-40:delay
(if (not (stream? strm))
(stream-error "attempt to stream-cons onto non-stream")
(cons obj strm)))))))
;; STREAM-NULL? object -- #t if object is the null stream, #f otherwise
(define (stream-null? obj)
(and (stream? obj) (null? (srfi-40:force (stream-promise obj)))))
;; STREAM-PAIR? object -- #t if object is a non-null stream, #f otherwise
(define (stream-pair? obj)
(and (stream? obj) (not (null? (srfi-40:force (stream-promise obj))))))
;; STREAM-CAR stream -- first element of stream
(define (stream-car strm)
(cond ((not (stream? strm)) (stream-error "attempt to take stream-car of non-stream"))
((stream-null? strm) (stream-error "attempt to take stream-car of null stream"))
(else (car (srfi-40:force (stream-promise strm))))))
;; STREAM-CDR stream -- remaining elements of stream after first
(define (stream-cdr strm)
(cond ((not (stream? strm)) (stream-error "attempt to take stream-cdr of non-stream"))
((stream-null? strm) (stream-error "attempt to take stream-cdr of null stream"))
(else (cdr (srfi-40:force (stream-promise strm))))))
;; STREAM-DELAY object -- the essential stream mechanism
(define-syntax stream-delay
(syntax-rules ()
((stream-delay expr)
(make-stream
(srfi-40:lazy expr)))))
;; STREAM object ... -- new stream whose elements are object ...
(define (stream . objs)
(let loop ((objs objs))
(stream-delay
(if (null? objs)
stream-null
(stream-cons (car objs) (loop (cdr objs)))))))
;; STREAM-UNFOLDN generator seed n -- n+1 streams from (generator seed)
(define (stream-unfoldn gen seed n)
(define (unfold-result-stream gen seed)
(let loop ((seed seed))
(stream-delay
(call-with-values
(lambda () (gen seed))
(lambda (next . results)
(stream-cons results (loop next)))))))
(define (result-stream->output-stream result-stream i)
(stream-delay
(let ((result (list-ref (stream-car result-stream) i)))
(cond ((pair? result)
(stream-cons (car result)
(result-stream->output-stream
(stream-cdr result-stream) i)))
((not result)
(result-stream->output-stream (stream-cdr result-stream) i))
((null? result) stream-null)
(else (stream-error "can't happen"))))))
(define (result-stream->output-streams result-stream n)
(let loop ((i 0) (outputs '()))
(if (= i n)
(apply values (reverse outputs))
(loop (+ i 1)
(cons (result-stream->output-stream result-stream i)
outputs)))))
(result-stream->output-streams (unfold-result-stream gen seed) n))
;; STREAM-MAP func stream ... -- stream produced by applying func element-wise
(define (stream-map func . strms)
(cond ((not (procedure? func)) (stream-error "non-functional argument to stream-map"))
((null? strms) (stream-error "no stream arguments to stream-map"))
((not (every stream? strms)) (stream-error "non-stream argument to stream-map"))
(else (let loop ((strms strms))
(stream-delay
(if (any stream-null? strms)
stream-null
(stream-cons (apply func (map stream-car strms))
(loop (map stream-cdr strms)))))))))
;; STREAM-FOR-EACH proc stream ... -- apply proc element-wise for side-effects
(define (stream-for-each proc . strms)
(cond ((not (procedure? proc)) (stream-error "non-functional argument to stream-for-each"))
((null? strms) (stream-error "no stream arguments to stream-for-each"))
((not (every stream? strms)) (stream-error "non-stream argument to stream-for-each"))
(else (let loop ((strms strms))
(if (not (any stream-null? strms))
(begin (apply proc (map stream-car strms))
(loop (map stream-cdr strms))))))))
;; STREAM-FILTER pred? stream -- new stream including only items passing pred?
(define (stream-filter pred? strm)
(cond ((not (procedure? pred?)) (stream-error "non-functional argument to stream-filter"))
((not (stream? strm)) (stream-error "attempt to apply stream-filter to non-stream"))
(else (stream-unfoldn
(lambda (s)
(cond
((stream-null? s)
(values stream-null '()))
((pred? (stream-car s))
(values (stream-cdr s) (list (stream-car s))))
(else
(values (stream-cdr s) #f))))
strm
1))))
Copyright (C) 2003 by Philip L. Bewig of Saint Louis, Missouri, United States of America. All rights reserved.
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.