Array utils (Labeled version of CCArray
)
type 'a iter = ('a -> unit) -> unit
type 'a gen = unit -> 'a option
type 'a equal = 'a -> 'a -> bool
type 'a ord = 'a -> 'a -> int
Arrays
An alias for the type of arrays.
val length : 'a array -> int
Return the length (number of elements) of the given array.
val get : 'a array -> int -> 'a
get a n
returns the element number n
of array a
. The first element has number 0. The last element has number length a - 1
. You can also write a.(n)
instead of get a n
.
val set : 'a array -> int -> 'a -> unit
set a n x
modifies array a
in place, replacing element number n
with x
. You can also write a.(n) <- x
instead of set a n x
.
val make : int -> 'a -> 'a array
make n x
returns a fresh array of length n
, initialized with x
. All the elements of this new array are initially physically equal to x
(in the sense of the ==
predicate). Consequently, if x
is mutable, it is shared among all elements of the array, and modifying x
through one of the array entries will modify all other entries at the same time.
val create_float : int -> float array
create_float n
returns a fresh float array of length n
, with uninitialized data.
val init : int -> f:(int -> 'a) -> 'a array
init n ~f
returns a fresh array of length n
, with element number i
initialized to the result of f i
. In other terms, init n ~f
tabulates the results of f
applied in order to the integers 0
to n-1
.
val make_matrix : dimx:int -> dimy:int -> 'a -> 'a array array
make_matrix ~dimx ~dimy e
returns a two-dimensional array (an array of arrays) with first dimension dimx
and second dimension dimy
. All the elements of this new matrix are initially physically equal to e
. The element (x,y
) of a matrix m
is accessed with the notation m.(x).(y)
.
val append : 'a array -> 'a array -> 'a array
append v1 v2
returns a fresh array containing the concatenation of the arrays v1
and v2
.
val concat : 'a array list -> 'a array
Same as append
, but concatenates a list of arrays.
val sub : 'a array -> pos:int -> len:int -> 'a array
sub a ~pos ~len
returns a fresh array of length len
, containing the elements number pos
to pos + len - 1
of array a
.
val copy : 'a array -> 'a array
copy a
returns a copy of a
, that is, a fresh array containing the same elements as a
.
val fill : 'a array -> pos:int -> len:int -> 'a -> unit
fill a ~pos ~len x
modifies the array a
in place, storing x
in elements number pos
to pos + len - 1
.
val blit :
src:'a array ->
src_pos:int ->
dst:'a array ->
dst_pos:int ->
len:int ->
unit
blit ~src ~src_pos ~dst ~dst_pos ~len
copies len
elements from array src
, starting at element number src_pos
, to array dst
, starting at element number dst_pos
. It works correctly even if src
and dst
are the same array, and the source and destination chunks overlap.
val to_list : 'a array -> 'a list
to_list a
returns the list of all the elements of a
.
val of_list : 'a list -> 'a array
of_list l
returns a fresh array containing the elements of l
.
Iterators
val iter : f:('a -> unit) -> 'a array -> unit
iter ~f a
applies function f
in turn to all the elements of a
. It is equivalent to f a.(0); f a.(1); ...; f a.(length a - 1); ()
.
val iteri : f:(int -> 'a -> unit) -> 'a array -> unit
Same as iter
, but the function is applied to the index of the element as first argument, and the element itself as second argument.
val map : f:('a -> 'b) -> 'a array -> 'b array
map ~f a
applies function f
to all the elements of a
, and builds an array with the results returned by f
: [| f a.(0); f a.(1); ...; f a.(length a - 1) |]
.
val map_inplace : f:('a -> 'a) -> 'a array -> unit
map_inplace ~f a
applies function f
to all elements of a
, and updates their values in place.
val mapi : f:(int -> 'a -> 'b) -> 'a array -> 'b array
Same as map
, but the function is applied to the index of the element as first argument, and the element itself as second argument.
val mapi_inplace : f:(int -> 'a -> 'a) -> 'a array -> unit
Same as map_inplace
, but the function is applied to the index of the element as first argument, and the element itself as second argument.
val fold_left : f:('acc -> 'a -> 'acc) -> init:'acc -> 'a array -> 'acc
fold_left ~f ~init a
computes f (... (f (f init a.(0)) a.(1)) ...) a.(n-1)
, where n
is the length of the array a
.
val fold_left_map :
f:('acc -> 'a -> 'acc * 'b) ->
init:'acc ->
'a array ->
'acc * 'b array
fold_left_map
is a combination of fold_left
and map
that threads an accumulator through calls to f
.
val fold_right : f:('a -> 'acc -> 'acc) -> 'a array -> init:'acc -> 'acc
fold_right ~f a ~init
computes f a.(0) (f a.(1) ( ... (f a.(n-1) init) ...))
, where n
is the length of the array a
.
Iterators on two arrays
Array scanning
val for_all : f:('a -> bool) -> 'a array -> bool
for_all ~f [|a1; ...; an|]
checks if all elements of the array satisfy the predicate f
. That is, it returns (f a1) && (f a2) && ... && (f an)
.
val exists : f:('a -> bool) -> 'a array -> bool
exists ~f [|a1; ...; an|]
checks if at least one element of the array satisfies the predicate f
. That is, it returns (f a1) || (f a2) || ... || (f an)
.
val memq : 'a -> set:'a array -> bool
Same as mem
, but uses physical equality instead of structural equality to compare list elements.
val find_opt : f:('a -> bool) -> 'a array -> 'a option
find_opt ~f a
returns the first element of the array a
that satisfies the predicate f
, or None
if there is no value that satisfies f
in the array a
.
val find_index : f:('a -> bool) -> 'a array -> int option
find_index ~f a
returns Some i
, where i
is the index of the first element of the array a
that satisfies f x
, if there is such an element.
It returns None
if there is no such element.
val find_mapi : f:(int -> 'a -> 'b option) -> 'a array -> '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.
Arrays of pairs
val split : ('a * 'b) array -> 'a array * 'b array
split [|(a1,b1); ...; (an,bn)|]
is ([|a1; ...; an|], [|b1; ...; bn|])
.
val combine : 'a array -> 'b array -> ('a * 'b) array
combine [|a1; ...; an|] [|b1; ...; bn|]
is [|(a1,b1); ...; (an,bn)|]
. Raise Invalid_argument
if the two arrays have different lengths.
Sorting
val sort : cmp:('a -> 'a -> int) -> 'a array -> unit
Sort an array in increasing order according to a comparison function. The comparison function must return 0 if its arguments compare as equal, a positive integer if the first is greater, and a negative integer if the first is smaller (see below for a complete specification). For example, Stdlib.compare
is a suitable comparison function. After calling sort
, the array is sorted in place in increasing order. sort
is guaranteed to run in constant heap space and (at most) logarithmic stack space.
The current implementation uses Heap Sort. It runs in constant stack space.
Specification of the comparison function: Let a
be the array and cmp
the comparison function. The following must be true for all x
, y
, z
in a
:
cmp x y
> 0 if and only if cmp y x
< 0- if
cmp x y
>= 0 and cmp y z
>= 0 then cmp x z
>= 0
When sort
returns, a
contains the same elements as before, reordered in such a way that for all i and j valid indices of a
:
cmp a.(i) a.(j)
>= 0 if and only if i >= j
val stable_sort : cmp:('a -> 'a -> int) -> 'a array -> unit
Same as sort
, but the sorting algorithm is stable (i.e. elements that compare equal are kept in their original order) and not guaranteed to run in constant heap space.
The current implementation uses Merge Sort. It uses a temporary array of length n/2
, where n
is the length of the array. It is usually faster than the current implementation of sort
.
val fast_sort : cmp:('a -> 'a -> int) -> 'a array -> unit
Arrays and Sequences
val to_seqi : 'a array -> (int * 'a) Seq.t
Iterate on the array, in increasing order, yielding indices along elements. Modifications of the array during iteration will be reflected in the sequence.
val of_seq : 'a Seq.t -> 'a array
Create an array from the generator
Arrays and concurrency safety
Care must be taken when concurrently accessing arrays from multiple domains: accessing an array will never crash a program, but unsynchronized accesses might yield surprising (non-sequentially-consistent) results.
Atomicity
Every array operation that accesses more than one array element is not atomic. This includes iteration, scanning, sorting, splitting and combining arrays.
For example, consider the following program:
let size = 100_000_000
let a = ArrayLabels.make size 1
let d1 = Domain.spawn (fun () ->
ArrayLabels.iteri ~f:(fun i x -> a.(i) <- x + 1) a
)
let d2 = Domain.spawn (fun () ->
ArrayLabels.iteri ~f:(fun i x -> a.(i) <- 2 * x + 1) a
)
let () = Domain.join d1; Domain.join d2
After executing this code, each field of the array a
is either 2
, 3
, 4
or 5
. If atomicity is required, then the user must implement their own synchronization (for example, using Mutex.t
).
Data races
If two domains only access disjoint parts of the array, then the observed behaviour is the equivalent to some sequential interleaving of the operations from the two domains.
A data race is said to occur when two domains access the same array element without synchronization and at least one of the accesses is a write. In the absence of data races, the observed behaviour is equivalent to some sequential interleaving of the operations from different domains.
Whenever possible, data races should be avoided by using synchronization to mediate the accesses to the array elements.
Indeed, in the presence of data races, programs will not crash but the observed behaviour may not be equivalent to any sequential interleaving of operations from different domains. Nevertheless, even in the presence of data races, a read operation will return the value of some prior write to that location (with a few exceptions for float arrays).
Float arrays
Float arrays have two supplementary caveats in the presence of data races.
First, the blit operation might copy an array byte-by-byte. Data races between such a blit operation and another operation might produce surprising values due to tearing: partial writes interleaved with other operations can create float values that would not exist with a sequential execution.
For instance, at the end of
let zeros = Array.make size 0.
let max_floats = Array.make size Float.max_float
let res = Array.copy zeros
let d1 = Domain.spawn (fun () -> Array.blit zeros 0 res 0 size)
let d2 = Domain.spawn (fun () -> Array.blit max_floats 0 res 0 size)
let () = Domain.join d1; Domain.join d2
the res
array might contain values that are neither 0.
nor max_float
.
Second, on 32-bit architectures, getting or setting a field involves two separate memory accesses. In the presence of data races, the user may observe tearing on any operation.
empty
is the empty array, physically equal to ||
.
equal eq a1 a2
is true
if the lengths of a1
and a2
are the same and if their corresponding elements test equal, using eq
.
compare cmp a1 a2
compares arrays a1
and a2
using the function comparison cmp
.
val swap : 'a t -> int -> int -> unit
swap a i j
swaps elements at indices i
and j
.
val get_safe : 'a t -> int -> 'a option
get_safe a i
returns Some a.(i)
if i
is a valid index.
val fold : f:('a -> 'b -> 'a) -> init:'a -> 'b t -> 'a
fold ~f ~init a
computes f (… (f (f init a.(0)) a.(1)) …) a.(n-1)
, where n
is the length of the array a
. Same as ArrayLabels.fold_left
val foldi : f:('a -> int -> 'b -> 'a) -> init:'a -> 'b t -> 'a
foldi ~f ~init a
is just like fold
, but it also passes in the index of each element as the second argument to the folded function f
.
val fold_while :
f:('a -> 'b -> 'a * [ `Stop | `Continue ]) ->
init:'a ->
'b t ->
'a
fold_while ~f ~init a
folds left on array a
until a stop condition via ('a, `Stop)
is indicated by the accumulator.
val fold_map : f:('acc -> 'a -> 'acc * 'b) -> init:'acc -> 'a t -> 'acc * 'b t
fold_map ~f ~init a
is a fold_left
-like function, but it also maps the array to another array.
val scan_left : f:('acc -> 'a -> 'acc) -> init:'acc -> 'a t -> 'acc t
scan_left ~f ~init a
returns the array [|init; f init x0; f (f init a.(0)) a.(1); …|]
.
val reverse_in_place : 'a t -> unit
reverse_in_place a
reverses the array a
in place.
val sorted : f:('a -> 'a -> int) -> 'a t -> 'a array
sorted ~f a
makes a copy of a
and sorts it with f
.
val sort_indices : f:('a -> 'a -> int) -> 'a t -> int array
sort_indices ~f a
returns a new array b
, with the same length as a
, such that b.(i)
is the index at which the i
-th element of sorted f a
appears in a
. a
is not modified.
In other words, map (fun i -> a.(i)) (sort_indices f a) = sorted f a
. sort_indices
yields the inverse permutation of sort_ranking
.
val sort_ranking : f:('a -> 'a -> int) -> 'a t -> int array
sort_ranking ~f a
returns a new array b
, with the same length as a
, such that b.(i)
is the index at which the i
-th element of a
appears in sorted f a
. a
is not modified.
In other words, map (fun i -> (sorted f a).(i)) (sort_ranking f a) = a
. sort_ranking
yields the inverse permutation of sort_indices
.
In the absence of duplicate elements in a
, we also have lookup_exn a.(i) (sorted a) = (sorted_ranking a).(i)
.
val mem : ?eq:('a -> 'a -> bool) -> 'a -> 'a t -> bool
mem ~eq x a
return true if x is present in a
. Linear time.
val find_map : f:('a -> 'b option) -> 'a t -> 'b option
find_map ~f a
returns Some y
if there is an element x
such that f x = Some y
. Otherwise returns None
.
val find_map_i : f:(int -> 'a -> 'b option) -> 'a t -> 'b option
find_map_i ~f a
is like find_map
, but the index of the element is also passed to the predicate function f
.
val find_idx : f:('a -> bool) -> 'a t -> (int * 'a) option
find_idx ~f a
returns Some (i,x)
where x
is the i
-th element of a
, and f x
holds. Otherwise returns None
.
val lookup : cmp:'a ord -> key:'a -> 'a t -> int option
lookup ~cmp ~key a
lookups the index of some key key
in a sorted array a
. Undefined behavior if the array a
is not sorted wrt cmp
. Complexity: O(log (n))
(dichotomic search).
val lookup_exn : cmp:'a ord -> key:'a -> 'a t -> int
lookup_exn ~cmp ~key a
is like lookup
, but
val bsearch :
cmp:('a -> 'a -> int) ->
key:'a ->
'a t ->
[ `All_lower | `All_bigger | `Just_after of int | `Empty | `At of int ]
bsearch ~cmp ~key a
finds the index of the object key
in the array a
, provided a
is sorted using cmp
. If the array is not sorted, the result is not specified (may raise Invalid_argument).
Complexity: O(log n)
where n is the length of the array a
(dichotomic search).
val for_all2 : f:('a -> 'b -> bool) -> 'a t -> 'b t -> bool
for_all2 ~f [|a1; …; an|] [|b1; …; bn|]
is true
if each pair of elements ai bi
satisfies the predicate f
. That is, it returns (f a1 b1) && (f a2 b2) && … && (f an bn)
.
val exists2 : f:('a -> 'b -> bool) -> 'a t -> 'b t -> bool
exists2 ~f [|a1; …; an|] [|b1; …; bn|]
is true
if any pair of elements ai bi
satisfies the predicate f
. That is, it returns (f a1 b1) || (f a2 b2) || … || (f an bn)
.
val fold2 : f:('acc -> 'a -> 'b -> 'acc) -> init:'acc -> 'a t -> 'b t -> 'acc
fold2 ~f ~init a b
fold on two arrays a
and b
stepwise. It computes f (… (f init a1 b1) …) an bn
.
val iter2 : f:('a -> 'b -> unit) -> 'a t -> 'b t -> unit
iter2 ~f a b
iterates on the two arrays a
and b
stepwise. It is equivalent to f a0 b0; …; f a.(length a - 1) b.(length b - 1); ()
.
val shuffle : 'a t -> unit
shuffle a
randomly shuffles the array a
, in place.
shuffle_with rs a
randomly shuffles the array a
(like shuffle
) but a specialized random state rs
is used to control the random numbers being produced during shuffling (for reproducibility).
random_choose a rs
randomly chooses an element of a
.
val to_string : ?sep:string -> ('a -> string) -> 'a array -> string
to_string ~sep item_to_string a
print a
to a string using sep
as a separator between elements of a
.
val to_iter : 'a t -> 'a iter
to_iter a
returns an iter
of the elements of an array a
. The input array a
is shared with the sequence and modification of it will result in modification of the iterator.
to_seq a
returns a Seq.t
of the elements of an array a
. The input array a
is shared with the sequence and modification of it will result in modification of the sequence. Renamed from to_std_seq
since 3.0.
val to_gen : 'a t -> 'a gen
to_gen a
returns a gen
of the elements of an array a
.
IO
pp ~pp_start ~pp_stop ~pp_sep pp_item ppf a
formats the array a
on ppf
. Each element is formatted with pp_item
, pp_start
is called at the beginning, pp_stop
is called at the end, pp_sep
is called between each elements. By defaults pp_start
and pp_stop
does nothing and pp_sep
defaults to (fun out -> Format.fprintf out ",@ ").
pp_i ~pp_start ~pp_stop ~pp_sep pp_item ppf a
prints the array a
on ppf
. The printing function pp_item
is giving both index and element. pp_start
is called at the beginning, pp_stop
is called at the end, pp_sep
is called between each elements. By defaults pp_start
and pp_stop
does nothing and pp_sep
defaults to (fun out -> Format.fprintf out ",@ ").
val map2 : f:('a -> 'b -> 'c) -> 'a t -> 'b t -> 'c t
map2 ~f a b
applies function f
to all elements of a
and b
, and builds an array with the results returned by f
: [| f a.(0) b.(0); …; f a.(length a - 1) b.(length b - 1)|]
.
rev a
copies the array a
and reverses it in place.
val filter : f:('a -> bool) -> 'a t -> 'a t
filter ~f a
filters elements out of the array a
. Only the elements satisfying the given predicate f
will be kept.
val filter_map : f:('a -> 'b option) -> 'a t -> 'b t
filter_map ~f [|a1; …; an|]
calls (f a1) … (f an)
and returns an array b
consisting of all elements bi
such as f ai = Some bi
. When f
returns None
, the corresponding element of a
is discarded.
val monoid_product : f:('a -> 'b -> 'c) -> 'a t -> 'b t -> 'c t
monoid_product ~f a b
passes all combinaisons of tuples from the two arrays a
and b
to the function f
.
val flat_map : f:('a -> 'b t) -> 'a t -> 'b array
flat_map ~f a
transforms each element of a
into an array, then flattens.
val except_idx : 'a t -> int -> 'a list
except_idx a i
removes the element of a
at given index i
, and returns the list of the other elements.
Generic Functions
val sort_generic :
(module MONO_ARRAY with type elt = 'elt and type t = 'arr) ->
cmp:('elt -> 'elt -> int) ->
'arr ->
unit
sort_generic (module M) ~cmp a
sorts the array a
, without allocating (eats stack space though). Performance might be lower than Array.sort
.
Infix Operators
It is convenient to openCCArray.Infix
to access the infix operators without cluttering the scope too much.
module Infix : sig ... end
include module type of Infix
val (>>=) : 'a t -> ('a -> 'b t) -> 'b t
a >>= f
is the infix version of flat_map
.
val (>>|) : 'a t -> ('a -> 'b) -> 'b t
a >>| f
is the infix version of map
.
val (>|=) : 'a t -> ('a -> 'b) -> 'b t
a >|= f
is the infix version of map
.
val (--) : int -> int -> int t
x -- y
creates an array containing integers in the range x .. y
. Bounds included.
val (--^) : int -> int -> int t
x --^ y
creates an array containing integers in the range x .. y
. Right bound excluded.
Let operators on OCaml >= 4.08.0, nothing otherwise
val let+ : 'a array -> ('a -> 'b) -> 'b array
val and+ : 'a array -> 'b array -> ('a * 'b) array
val let* : 'a array -> ('a -> 'b array) -> 'b array
val and* : 'a array -> 'b array -> ('a * 'b) array