Library
Module
Module type
Parameter
Class
Class type
OSeq: Functional Iterators
type 'a t = 'a Seq.t
type 'a seq = 'a Seq.t
type 'a printer = Format.formatter -> 'a -> unit
val head_exn : 'a t -> 'a
Returns first element, or fails.
val repeatedly : (unit -> 'a) -> 'a t
Call the same function an infinite number of times (useful for instance if the function is a random iterator).
val fold : ('b -> 'a -> 'b) -> 'b -> 'a t -> 'b
Fold on the iterator, tail-recursively.
val foldi : (int -> 'b -> 'a -> 'b) -> 'b -> 'a t -> 'b
Fold on the iterator, tail-recursively.
val reduce : ('a -> 'a -> 'a) -> 'a t -> 'a
Fold on non-empty iterators.
Lazy fold and map. No iteration is performed now, the function will be called when the result is traversed. The result is an iterator over the successive states of the fold. The final accumulator is discarded. Unlike scan
, fold_map does not return the first accumulator.
Same as app
but interleaves the values of the function and the argument iterators. See interleave
for more details.
flat_map_interleave f seq
is similar to flat_map f seq
, except that each sub-sequence is interleaved rather than concatenated in order. See interleave
for more details.
val mem : ('a -> 'a -> bool) -> 'a -> 'a t -> bool
Is the given element, member of the iterator?
val nth : int -> 'a t -> 'a
n-th element, or Not_found
take_nth n g
returns every element of g
whose index is a multiple of n
. For instance take_nth 2 (1--10) |> to_list
will return [1;3;5;7;9]
val fold_while : ('a -> 'b -> 'a * [ `Stop | `Continue ]) -> 'a -> 'b t -> 'a
Fold elements until ('a, `Stop
) is indicated by the accumulator.
val min : lt:('a -> 'a -> bool) -> 'a t -> 'a
Minimum element, according to the given comparison function.
val sum : int t -> int
Sum of all elements
Fold the common prefix of the two iterators
Combine common part of the gens (stops when one is exhausted)
Pick elements fairly in each sub-iterator. The merge of gens e1, e2, ...
picks elements in e1
, e2
, in e3
, e1
, e2
.... Once an iterator is empty, it is skipped; when they are all empty, and none remains in the input, their merge is also empty. For instance, merge [1;3;5] [2;4;6]
will be, in disorder, 1;2;3;4;5;6
.
Intersection of two sorted iterators. Only elements that occur in both inputs appear in the output
Split the iterator into n
iterators in a fair way. Elements with index = k mod n
with go to the k-th iterator. n
default value is 2.
Put the separator element between all elements of the given iterator
Cartesian product of three iterators, see product.
Cartesian product of four iterators, see product.
Cartesian product of five iterators, see product.
Cartesian product of six iterators, see product.
val product7 :
'a t ->
'b t ->
'c t ->
'd t ->
'e t ->
'f t ->
'g t ->
('a * 'b * 'c * 'd * 'e * 'f * 'g) t
Cartesian product of seven iterators, see product.
Produce the cartesian product of this sequence of sequences, by returning all the ways of picking one element per sequence. NOTE the order of the returned sequence is unspecified.
This assumes each sub-sequence is finite, and that the main sequence is also finite.
For example:
# cartesian_product [[1;2];[3];[4;5;6]] |> sort =
[[1;3;4];[1;3;5];[1;3;6];[2;3;4];[2;3;5];[2;3;6]];;
# cartesian_product [[1;2];[];[4;5;6]] = [];;
# cartesian_product [[1;2];[3];[4];[5];[6]] |> sort =
[[1;3;4;5;6];[2;3;4;5;6]];;
invariant: cartesian_product l = map_product_l id l
.
map_product_l f l
maps each element of l
to a list of objects of type 'b
using f
. We obtain [l1;l2;...;ln]
where length l=n
and li : 'b list
. Then, it returns all the ways of picking exactly one element per li
.
Remove consecutive duplicate elements. Basically this is like fun e -> map List.hd (group e)
.
Sort according to the given comparison function. The iterator must be finite.
Sort and remove duplicates. The iterator must be finite.
chunks n e
returns a iterator of arrays of length n
, composed of successive elements of e
. The last array may be smaller than n
val permutations : 'a list -> 'a list t
Permutations of the list.
Combinations of given length. The ordering of the elements within each combination is unspecified. Example (ignoring ordering): combinations 2 (1--3) |> to_list = [[1;2]; [1;3]; [2;3]]
All subsets of the iterator (in no particular order). The ordering of the elements within each subset is unspecified.
module type HashedType = Hashtbl.HashedType
A type that can be compared and hashed. invariant: for any x
and y
, if equal x y
then hash x=hash y
must hold.
val group_by :
(module HashedType with type t = 'key) ->
project:('a -> 'key) ->
'a t ->
('key * 'a list) t
Group together elements that project onto the same key, ignoring their order of appearance. The order of each resulting list is unspecified.
This function needs to consume the whole input before it can emit anything.
val group_by_fold :
(module HashedType with type t = 'key) ->
project:('a -> 'key) ->
fold:('b -> 'a -> 'b) ->
init:'b ->
'a t ->
('key * 'b) t
Group together elements that project onto the same key, folding them into some aggregate of type 'b
as they are met. This is the most general version of the "group_by" functions.
This function needs to consume the whole input before it can emit anything.
val group_count : (module HashedType with type t = 'a) -> 'a t -> ('a * int) t
Map each distinct element to its number of occurrences in the whole seq. Similar to group_by_fold hash_key ~project:(fun x->x) ~fold:(fun a _->a+1) ~init:0 seq
.
This function needs to consume the whole input before it can emit anything.
val join_by :
(module HashedType with type t = 'key) ->
project_left:('a -> 'key) ->
project_right:('b -> 'key) ->
merge:('key -> 'a -> 'b -> 'c option) ->
'a t ->
'b t ->
'c t
join_by ~project_left ~project_right ~merge a b
takes every pair of elements x
from a
and y
from b
, and if they map onto the same key k
by project_left
and project_right
respectively, and if merge k x y = Some res
, then it yields res
.
If merge k x y
returns None
, the combination of values is discarded.
This function works with infinite inputs, it does not have to consume the whole input before yielding elements.
val join_by_fold :
(module HashedType with type t = 'key) ->
project_left:('a -> 'key) ->
project_right:('b -> 'key) ->
init:'c ->
merge:('key -> 'a -> 'b -> 'c -> 'c) ->
'a t ->
'b t ->
'c t
join_by_fold ~project_left ~project_right ~init ~merge a b
takes every pair of elements x
from a
and y
from b
, and if they map onto the same key k
by project_left
and project_right
respectively, it fold x
and y
into the accumulator for this key (which starts at init
).
This function consumes both inputs entirely before it emits anything.
val of_list : 'a list -> 'a t
Enumerate elements of the list
val to_list : 'a t -> 'a list
non tail-call trasnformation to list, in the same order
val to_rev_list : 'a t -> 'a list
Tail call conversion to list, in reverse order (more efficient)
val to_array : 'a t -> 'a array
Convert the iterator to an array (not very efficient). The iterator must be memoized, as it's traversed twice.
val of_array : ?start:int -> ?len:int -> 'a array -> 'a t
Iterate on (a slice of) the given array
Build a functional iterator from a mutable, imperative generator. The result is properly memoized and can be iterated on several times, as a normal functional value.
val of_string : ?start:int -> ?len:int -> string -> char t
Iterate on bytes of the string
val to_string : char t -> string
Convert into a string
Traverse the iterator and writes its content to the buffer
val concat_string : sep:string -> string t -> string
concat_string ~sep s
concatenates all strings of i
, separated with sep
. The iterator must be memoized.
module Infix : sig ... end
Pretty print the content of the iterator on a formatter.
module Generator : sig ... end
This interface is designed to make it easy to build complex streams of values in a way that resembles Python's generators (using "yield").
module IO : sig ... end
module type MONAD = sig ... end
include module type of Seq
with type 'a node = 'a Seq.node
and type 'a t := 'a t
A node is either Nil
, which means that the sequence is empty, or Cons (x, xs)
, which means that x
is the first element of the sequence and that xs
is the remainder of the sequence.
The functions in this section consume their argument, a sequence, either partially or completely:
is_empty
and uncons
consume the sequence down to depth 1. That is, they demand the first argument of the sequence, if there is one.iter
, fold_left
, length
, etc., consume the sequence all the way to its end. They terminate only if the sequence is finite.for_all
, exists
, find
, etc. consume the sequence down to a certain depth, which is a priori unpredictable.Similarly, among the functions that consume two sequences, one can distinguish two groups:
iter2
and fold_left2
consume both sequences all the way to the end, provided the sequences have the same length.for_all2
, exists2
, equal
, compare
consume the sequences down to a certain depth, which is a priori unpredictable.The functions that consume two sequences can be applied to two sequences of distinct lengths: in that case, the excess elements in the longer sequence are ignored. (It may be the case that one excess element is demanded, even though this element is not used.)
None of the functions in this section is lazy. These functions are consumers: they force some computation to take place.
val is_empty : 'a t -> bool
is_empty xs
determines whether the sequence xs
is empty.
It is recommended that the sequence xs
be persistent. Indeed, is_empty xs
demands the head of the sequence xs
, so, if xs
is ephemeral, it may be the case that xs
cannot be used any more after this call has taken place.
If xs
is empty, then uncons xs
is None
.
If xs
is nonempty, then uncons xs
is Some (x, ys)
where x
is the head of the sequence and ys
its tail.
val length : 'a t -> int
length xs
is the length of the sequence xs
.
The sequence xs
must be finite.
val iter : ('a -> unit) -> 'a t -> unit
iter f xs
invokes f x
successively for every element x
of the sequence xs
, from left to right.
It terminates only if the sequence xs
is finite.
val fold_left : ('acc -> 'a -> 'acc) -> 'acc -> 'a t -> 'acc
fold_left f _ xs
invokes f _ x
successively for every element x
of the sequence xs
, from left to right.
An accumulator of type 'a
is threaded through the calls to f
.
It terminates only if the sequence xs
is finite.
val iteri : (int -> 'a -> unit) -> 'a t -> unit
iteri f xs
invokes f i x
successively for every element x
located at index i
in the sequence xs
.
It terminates only if the sequence xs
is finite.
iteri f xs
is equivalent to iter (fun (i, x) -> f i x) (zip (ints 0) xs)
.
val fold_lefti : ('acc -> int -> 'a -> 'acc) -> 'acc -> 'a t -> 'acc
fold_lefti f _ xs
invokes f _ i x
successively for every element x
located at index i
of the sequence xs
.
An accumulator of type 'b
is threaded through the calls to f
.
It terminates only if the sequence xs
is finite.
fold_lefti f accu xs
is equivalent to fold_left (fun accu (i, x) -> f accu i x) accu (zip (ints 0) xs)
.
val for_all : ('a -> bool) -> 'a t -> bool
for_all p xs
determines whether all elements x
of the sequence xs
satisfy p x
.
The sequence xs
must be finite.
val exists : ('a -> bool) -> 'a t -> bool
exists xs p
determines whether at least one element x
of the sequence xs
satisfies p x
.
The sequence xs
must be finite.
val find : ('a -> bool) -> 'a t -> 'a option
find p xs
returns Some x
, where x
is the first element of the sequence xs
that satisfies p x
, if there is such an element.
It returns None
if there is no such element.
The sequence xs
must be finite.
val find_index : ('a -> bool) -> 'a t -> int option
find_index p xs
returns Some i
, where i
is the index of the first element of the sequence xs
that satisfies p x
, if there is such an element.
It returns None
if there is no such element.
The sequence xs
must be finite.
val find_map : ('a -> 'b option) -> 'a t -> 'b option
find_map f xs
returns Some y
, where x
is the first element of the sequence xs
such that f x = Some _
, if there is such an element, and where y
is defined by f x = Some y
.
It returns None
if there is no such element.
The sequence xs
must be finite.
val find_mapi : (int -> 'a -> 'b option) -> 'a t -> 'b option
Same as find_map
, but the predicate is applied to the index of the element as first argument (counting from 0), and the element itself as second argument.
The sequence xs
must be finite.
iter2 f xs ys
invokes f x y
successively for every pair (x, y)
of elements drawn synchronously from the sequences xs
and ys
.
If the sequences xs
and ys
have different lengths, then iteration stops as soon as one sequence is exhausted; the excess elements in the other sequence are ignored.
Iteration terminates only if at least one of the sequences xs
and ys
is finite.
iter2 f xs ys
is equivalent to iter (fun (x, y) -> f x y) (zip xs ys)
.
fold_left2 f _ xs ys
invokes f _ x y
successively for every pair (x, y)
of elements drawn synchronously from the sequences xs
and ys
.
An accumulator of type 'a
is threaded through the calls to f
.
If the sequences xs
and ys
have different lengths, then iteration stops as soon as one sequence is exhausted; the excess elements in the other sequence are ignored.
Iteration terminates only if at least one of the sequences xs
and ys
is finite.
fold_left2 f accu xs ys
is equivalent to fold_left (fun accu (x, y) -> f accu x y) (zip xs ys)
.
for_all2 p xs ys
determines whether all pairs (x, y)
of elements drawn synchronously from the sequences xs
and ys
satisfy p x y
.
If the sequences xs
and ys
have different lengths, then iteration stops as soon as one sequence is exhausted; the excess elements in the other sequence are ignored. In particular, if xs
or ys
is empty, then for_all2 p xs ys
is true. This is where for_all2
and equal
differ: equal eq xs ys
can be true only if xs
and ys
have the same length.
At least one of the sequences xs
and ys
must be finite.
for_all2 p xs ys
is equivalent to for_all (fun b -> b) (map2 p xs ys)
.
exists2 p xs ys
determines whether some pair (x, y)
of elements drawn synchronously from the sequences xs
and ys
satisfies p x y
.
If the sequences xs
and ys
have different lengths, then iteration must stop as soon as one sequence is exhausted; the excess elements in the other sequence are ignored.
At least one of the sequences xs
and ys
must be finite.
exists2 p xs ys
is equivalent to exists (fun b -> b) (map2 p xs ys)
.
Provided the function eq
defines an equality on elements, equal eq xs ys
determines whether the sequences xs
and ys
are pointwise equal.
At least one of the sequences xs
and ys
must be finite.
Provided the function cmp
defines a preorder on elements, compare cmp xs ys
compares the sequences xs
and ys
according to the lexicographic preorder.
For more details on comparison functions, see Array.sort
.
At least one of the sequences xs
and ys
must be finite.
The functions in this section are lazy: that is, they return sequences whose elements are computed only when demanded.
val empty : 'a t
empty
is the empty sequence. It has no elements. Its length is 0.
val return : 'a -> 'a t
return x
is the sequence whose sole element is x
. Its length is 1.
cons x xs
is the sequence that begins with the element x
, followed with the sequence xs
.
Writing cons (f()) xs
causes the function call f()
to take place immediately. For this call to be delayed until the sequence is queried, one must instead write (fun () -> Cons(f(), xs))
.
val init : int -> (int -> 'a) -> 'a t
init n f
is the sequence f 0; f 1; ...; f (n-1)
.
n
must be nonnegative.
If desired, the infinite sequence f 0; f 1; ...
can be defined as map f (ints 0)
.
val unfold : ('b -> ('a * 'b) option) -> 'b -> 'a t
unfold
constructs a sequence out of a step function and an initial state.
If f u
is None
then unfold f u
is the empty sequence. If f u
is Some (x, u')
then unfold f u
is the nonempty sequence cons x (unfold f u')
.
For example, unfold (function [] -> None | h :: t -> Some (h, t)) l
is equivalent to List.to_seq l
.
val repeat : 'a -> 'a t
repeat x
is the infinite sequence where the element x
is repeated indefinitely.
repeat x
is equivalent to cycle (return x)
.
val forever : (unit -> 'a) -> 'a t
forever f
is an infinite sequence where every element is produced (on demand) by the function call f()
.
For instance, forever Random.bool
is an infinite sequence of random bits.
forever f
is equivalent to map f (repeat ())
.
cycle xs
is the infinite sequence that consists of an infinite number of repetitions of the sequence xs
.
If xs
is an empty sequence, then cycle xs
is empty as well.
Consuming (a prefix of) the sequence cycle xs
once can cause the sequence xs
to be consumed more than once. Therefore, xs
must be persistent.
val iterate : ('a -> 'a) -> 'a -> 'a t
iterate f x
is the infinite sequence whose elements are x
, f x
, f (f x)
, and so on.
In other words, it is the orbit of the function f
, starting at x
.
The functions in this section are lazy: that is, they return sequences whose elements are computed only when demanded.
map f xs
is the image of the sequence xs
through the transformation f
.
If xs
is the sequence x0; x1; ...
then map f xs
is the sequence f x0; f x1; ...
.
mapi
is analogous to map
, but applies the function f
to an index and an element.
mapi f xs
is equivalent to map2 f (ints 0) xs
.
filter p xs
is the sequence of the elements x
of xs
that satisfy p x
.
In other words, filter p xs
is the sequence xs
, deprived of the elements x
such that p x
is false.
filter_map f xs
is the sequence of the elements y
such that f x = Some y
, where x
ranges over xs
.
filter_map f xs
is equivalent to map Option.get (filter Option.is_some (map f xs))
.
If xs
is a sequence [x0; x1; x2; ...]
, then scan f a0 xs
is a sequence of accumulators [a0; a1; a2; ...]
where a1
is f a0 x0
, a2
is f a1 x1
, and so on.
Thus, scan f a0 xs
is conceptually related to fold_left f a0 xs
. However, instead of performing an eager iteration and immediately returning the final accumulator, it returns a sequence of accumulators.
For instance, scan (+) 0
transforms a sequence of integers into the sequence of its partial sums.
If xs
has length n
then scan f a0 xs
has length n+1
.
take n xs
is the sequence of the first n
elements of xs
.
If xs
has fewer than n
elements, then take n xs
is equivalent to xs
.
n
must be nonnegative.
drop n xs
is the sequence xs
, deprived of its first n
elements.
If xs
has fewer than n
elements, then drop n xs
is empty.
n
must be nonnegative.
drop
is lazy: the first n+1
elements of the sequence xs
are demanded only when the first element of drop n xs
is demanded. For this reason, drop 1 xs
is not equivalent to tail xs
, which queries xs
immediately.
take_while p xs
is the longest prefix of the sequence xs
where every element x
satisfies p x
.
drop_while p xs
is the sequence xs
, deprived of the prefix take_while p xs
.
Provided the function eq
defines an equality on elements, group eq xs
is the sequence of the maximal runs of adjacent duplicate elements of the sequence xs
.
Every element of group eq xs
is a nonempty sequence of equal elements.
The concatenation concat (group eq xs)
is equal to xs
.
Consuming group eq xs
, and consuming the sequences that it contains, can cause xs
to be consumed more than once. Therefore, xs
must be persistent.
The sequence memoize xs
has the same elements as the sequence xs
.
Regardless of whether xs
is ephemeral or persistent, memoize xs
is persistent: even if it is queried several times, xs
is queried at most once.
The construction of the sequence memoize xs
internally relies on suspensions provided by the module Lazy
. These suspensions are not thread-safe. Therefore, the sequence memoize xs
must not be queried by multiple threads concurrently.
This exception is raised when a sequence returned by once
(or a suffix of it) is queried more than once.
The sequence once xs
has the same elements as the sequence xs
.
Regardless of whether xs
is ephemeral or persistent, once xs
is an ephemeral sequence: it can be queried at most once. If it (or a suffix of it) is queried more than once, then the exception Forced_twice
is raised. This can be useful, while debugging or testing, to ensure that a sequence is consumed at most once.
If xss
is a matrix (a sequence of rows), then transpose xss
is the sequence of the columns of the matrix xss
.
The rows of the matrix xss
are not required to have the same length.
The matrix xss
is not required to be finite (in either direction).
The matrix xss
must be persistent.
append xs ys
is the concatenation of the sequences xs
and ys
.
Its elements are the elements of xs
, followed by the elements of ys
.
If xss
is a sequence of sequences, then concat xss
is its concatenation.
If xss
is the sequence xs0; xs1; ...
then concat xss
is the sequence xs0 @ xs1 @ ...
.
concat_map f xs
is equivalent to concat (map f xs)
.
concat_map
is an alias for flat_map
.
zip xs ys
is the sequence of pairs (x, y)
drawn synchronously from the sequences xs
and ys
.
If the sequences xs
and ys
have different lengths, then the sequence ends as soon as one sequence is exhausted; the excess elements in the other sequence are ignored.
zip xs ys
is equivalent to map2 (fun a b -> (a, b)) xs ys
.
map2 f xs ys
is the sequence of the elements f x y
, where the pairs (x, y)
are drawn synchronously from the sequences xs
and ys
.
If the sequences xs
and ys
have different lengths, then the sequence ends as soon as one sequence is exhausted; the excess elements in the other sequence are ignored.
map2 f xs ys
is equivalent to map (fun (x, y) -> f x y) (zip xs ys)
.
interleave xs ys
is the sequence that begins with the first element of xs
, continues with the first element of ys
, and so on.
When one of the sequences xs
and ys
is exhausted, interleave xs ys
continues with the rest of the other sequence.
If the sequences xs
and ys
are sorted according to the total preorder cmp
, then sorted_merge cmp xs ys
is the sorted sequence obtained by merging the sequences xs
and ys
.
For more details on comparison functions, see Array.sort
.
product xs ys
is the Cartesian product of the sequences xs
and ys
.
For every element x
of xs
and for every element y
of ys
, the pair (x, y)
appears once as an element of product xs ys
.
The order in which the pairs appear is unspecified.
The sequences xs
and ys
are not required to be finite.
The sequences xs
and ys
must be persistent.
The sequence map_product f xs ys
is the image through f
of the Cartesian product of the sequences xs
and ys
.
For every element x
of xs
and for every element y
of ys
, the element f x y
appears once as an element of map_product f xs ys
.
The order in which these elements appear is unspecified.
The sequences xs
and ys
are not required to be finite.
The sequences xs
and ys
must be persistent.
map_product f xs ys
is equivalent to map (fun (x, y) -> f x y) (product xs ys)
.
unzip
transforms a sequence of pairs into a pair of sequences.
unzip xs
is equivalent to (map fst xs, map snd xs)
.
Querying either of the sequences returned by unzip xs
causes xs
to be queried. Therefore, querying both of them causes xs
to be queried twice. Thus, xs
must be persistent and cheap. If that is not the case, use unzip (memoize xs)
.
partition_map f xs
returns a pair of sequences (ys, zs)
, where:
ys
is the sequence of the elements y
such that f x = Left y
, where x
ranges over xs
;zs
is the sequence of the elements z
such that f x = Right z
, where x
ranges over xs
.partition_map f xs
is equivalent to a pair of filter_map Either.find_left (map f xs)
and filter_map Either.find_right (map f xs)
.
Querying either of the sequences returned by partition_map f xs
causes xs
to be queried. Therefore, querying both of them causes xs
to be queried twice. Thus, xs
must be persistent and cheap. If that is not the case, use partition_map f (memoize xs)
.
partition p xs
returns a pair of the subsequence of the elements of xs
that satisfy p
and the subsequence of the elements of xs
that do not satisfy p
.
partition p xs
is equivalent to filter p xs, filter (fun x -> not (p x)) xs
.
Consuming both of the sequences returned by partition p xs
causes xs
to be consumed twice and causes the function f
to be applied twice to each element of the list. Therefore, f
should be pure and cheap. Furthermore, xs
should be persistent and cheap. If that is not the case, use partition p (memoize xs)
.
A dispenser is a representation of a sequence as a function of type unit -> 'a option
. Every time this function is invoked, it returns the next element of the sequence. When there are no more elements, it returns None
. A dispenser has mutable internal state, therefore is ephemeral: the sequence that it represents can be consumed at most once.
val of_dispenser : (unit -> 'a option) -> 'a t
of_dispenser it
is the sequence of the elements produced by the dispenser it
. It is an ephemeral sequence: it can be consumed at most once. If a persistent sequence is needed, use memoize (of_dispenser it)
.
val to_dispenser : 'a t -> unit -> 'a option
to_dispenser xs
is a fresh dispenser on the sequence xs
.
This dispenser has mutable internal state, which is not protected by a lock; so, it must not be used by several threads concurrently.
val ints : int -> int t
ints i
is the infinite sequence of the integers beginning at i
and counting up.