Ubuntu Manpage: Hashtbl - Hash tables and hash functions.

Provided by: ocaml-man_4.14.1-1ubuntu1_all

NAME

       Hashtbl - Hash tables and hash functions.

Module

       Module   Hashtbl

Documentation

Module Hashtbl
: sig end

Hash tables and hash functions.

Hash tables are hashed association tables, with in-place modification.

Generic interface
type ('a, 'b) t

The type of hash tables from type 'a to type 'b .

val create : ?random:bool -> int -> ('a, 'b) t

Hashtbl.create n creates a new, empty hash table, with initial size n . For best results,
n should be on the order of the expected number of elements that will be in the table.
The table grows as needed, so n is just an initial guess.

The optional ~ random parameter (a boolean) controls whether the internal organization of
the hash table is randomized at each execution of Hashtbl.create or deterministic over all
executions.

A hash table that is created with ~ random set to false uses a fixed hash function (
Hashtbl.hash ) to distribute keys among buckets. As a consequence, collisions between
keys happen deterministically. In Web-facing applications or other security-sensitive
applications, the deterministic collision patterns can be exploited by a malicious user to
create a denial-of-service attack: the attacker sends input crafted to create many
collisions in the table, slowing the application down.

A hash table that is created with ~ random set to true uses the seeded hash function
Hashtbl.seeded_hash with a seed that is randomly chosen at hash table creation time. In
effect, the hash function used is randomly selected among 2^{30} different hash functions.
All these hash functions have different collision patterns, rendering ineffective the
denial-of-service attack described above. However, because of randomization, enumerating
all elements of the hash table using Hashtbl.fold or Hashtbl.iter is no longer
deterministic: elements are enumerated in different orders at different runs of the
program.

If no ~ random parameter is given, hash tables are created in non-random mode by default.
This default can be changed either programmatically by calling Hashtbl.randomize or by
setting the R flag in the OCAMLRUNPARAM environment variable.

Before4.00.0 the ~ random parameter was not present and all hash tables were created in
non-randomized mode.

val clear : ('a, 'b) t -> unit

Empty a hash table. Use reset instead of clear to shrink the size of the bucket table to
its initial size.

val reset : ('a, 'b) t -> unit

Empty a hash table and shrink the size of the bucket table to its initial size.

Since 4.00.0

val copy : ('a, 'b) t -> ('a, 'b) t

Return a copy of the given hashtable.

val add : ('a, 'b) t -> 'a -> 'b -> unit

Hashtbl.add tbl key data adds a binding of key to data in table tbl . Previous bindings
for key are not removed, but simply hidden. That is, after performing Hashtbl.remove tbl
key , the previous binding for key , if any, is restored. (Same behavior as with
association lists.)

val find : ('a, 'b) t -> 'a -> 'b

Hashtbl.find tbl x returns the current binding of x in tbl , or raises Not_found if no
such binding exists.

val find_opt : ('a, 'b) t -> 'a -> 'b option

Hashtbl.find_opt tbl x returns the current binding of x in tbl , or None if no such
binding exists.

Since 4.05

val find_all : ('a, 'b) t -> 'a -> 'b list

Hashtbl.find_all tbl x returns the list of all data associated with x in tbl . The
current binding is returned first, then the previous bindings, in reverse order of
introduction in the table.

val mem : ('a, 'b) t -> 'a -> bool

Hashtbl.mem tbl x checks if x is bound in tbl .

val remove : ('a, 'b) t -> 'a -> unit

Hashtbl.remove tbl x removes the current binding of x in tbl , restoring the previous
binding if it exists. It does nothing if x is not bound in tbl .

val replace : ('a, 'b) t -> 'a -> 'b -> unit

Hashtbl.replace tbl key data replaces the current binding of key in tbl by a binding of
key to data . If key is unbound in tbl , a binding of key to data is added to tbl . This
is functionally equivalent to Hashtbl.remove tbl key followed by Hashtbl.add tbl key data
.

val iter : ('a -> 'b -> unit) -> ('a, 'b) t -> unit

Hashtbl.iter f tbl applies f to all bindings in table tbl . f receives the key as first
argument, and the associated value as second argument. Each binding is presented exactly
once to f .

The order in which the bindings are passed to f is unspecified. However, if the table
contains several bindings for the same key, they are passed to f in reverse order of
introduction, that is, the most recent binding is passed first.

If the hash table was created in non-randomized mode, the order in which the bindings are
enumerated is reproducible between successive runs of the program, and even between minor
versions of OCaml. For randomized hash tables, the order of enumeration is entirely
random.

The behavior is not specified if the hash table is modified by f during the iteration.

val filter_map_inplace : ('a -> 'b -> 'b option) -> ('a, 'b) t -> unit

Hashtbl.filter_map_inplace f tbl applies f to all bindings in table tbl and update each
binding depending on the result of f . If f returns None , the binding is discarded. If
it returns Some new_val , the binding is update to associate the key to new_val .

Other comments for Hashtbl.iter apply as well.

Since 4.03.0

val fold : ('a -> 'b -> 'c -> 'c) -> ('a, 'b) t -> 'c -> 'c

Hashtbl.fold f tbl init computes (f kN dN ... (f k1 d1 init)...) , where k1 ... kN are
the keys of all bindings in tbl , and d1 ... dN are the associated values. Each binding
is presented exactly once to f .

The behavior is not specified if the hash table is modified by f during the iteration.

val length : ('a, 'b) t -> int

Hashtbl.length tbl returns the number of bindings in tbl . It takes constant time.
Multiple bindings are counted once each, so Hashtbl.length gives the number of times
Hashtbl.iter calls its first argument.

val randomize : unit -> unit

After a call to Hashtbl.randomize() , hash tables are created in randomized mode by
default: Hashtbl.create returns randomized hash tables, unless the ~random:false optional
parameter is given. The same effect can be achieved by setting the R parameter in the
OCAMLRUNPARAM environment variable.

It is recommended that applications or Web frameworks that need to protect themselves
against the denial-of-service attack described in Hashtbl.create call Hashtbl.randomize()
at initialization time.

Note that once Hashtbl.randomize() was called, there is no way to revert to the
non-randomized default behavior of Hashtbl.create . This is intentional. Non-randomized
hash tables can still be created using Hashtbl.create ~random:false .

Since 4.00.0

val is_randomized : unit -> bool

Return true if the tables are currently created in randomized mode by default, false
otherwise.

Since 4.03.0

val rebuild : ?random:bool -> ('a, 'b) t -> ('a, 'b) t

Return a copy of the given hashtable. Unlike Hashtbl.copy , Hashtbl.rebuild h re-hashes
all the (key, value) entries of the original table h . The returned hash table is
randomized if h was randomized, or the optional random parameter is true, or if the
default is to create randomized hash tables; see Hashtbl.create for more information.

Hashtbl.rebuild can safely be used to import a hash table built by an old version of the
Hashtbl module, then marshaled to persistent storage. After unmarshaling, apply
Hashtbl.rebuild to produce a hash table for the current version of the Hashtbl module.

Since 4.12.0

type statistics = {
num_bindings : int ; (* Number of bindings present in the table. Same value as returned
by Hashtbl.length .
*)
num_buckets : int ; (* Number of buckets in the table.
*)
max_bucket_length : int ; (* Maximal number of bindings per bucket.
*)
bucket_histogram : int array ; (* Histogram of bucket sizes. This array histo has
length max_bucket_length + 1 . The value of histo.(i) is the number of buckets whose size
is i .
*)
}

Since 4.00.0

val stats : ('a, 'b) t -> statistics

Hashtbl.stats tbl returns statistics about the table tbl : number of buckets, size of the
biggest bucket, distribution of buckets by size.

Since 4.00.0

Hash tables and Sequences
val to_seq : ('a, 'b) t -> ('a * 'b) Seq.t

Iterate on the whole table. The order in which the bindings appear in the sequence is
unspecified. However, if the table contains several bindings for the same key, they appear
in reversed order of introduction, that is, the most recent binding appears first.

The behavior is not specified if the hash table is modified during the iteration.

Since 4.07

val to_seq_keys : ('a, 'b) t -> 'a Seq.t

Same as Seq.map fst (to_seq m)

Since 4.07

val to_seq_values : ('a, 'b) t -> 'b Seq.t

Same as Seq.map snd (to_seq m)

Since 4.07

val add_seq : ('a, 'b) t -> ('a * 'b) Seq.t -> unit

Add the given bindings to the table, using Hashtbl.add

Since 4.07

val replace_seq : ('a, 'b) t -> ('a * 'b) Seq.t -> unit

Add the given bindings to the table, using Hashtbl.replace

Since 4.07

val of_seq : ('a * 'b) Seq.t -> ('a, 'b) t

Build a table from the given bindings. The bindings are added in the same order they
appear in the sequence, using Hashtbl.replace_seq , which means that if two pairs have the
same key, only the latest one will appear in the table.

Since 4.07

Functorial interface
The functorial interface allows the use of specific comparison and hash functions, either
for performance/security concerns, or because keys are not hashable/comparable with the
polymorphic builtins.

For instance, one might want to specialize a table for integer keys:
module IntHash =
struct
type t = int
let equal i j = i=j
let hash i = i land max_int
end

module IntHashtbl = Hashtbl.Make(IntHash)

let h = IntHashtbl.create 17 in
IntHashtbl.add h 12 "hello"

This creates a new module IntHashtbl , with a new type 'a
IntHashtbl.t of tables from int to 'a . In this example, h contains string values so
its type is string IntHashtbl.t .

Note that the new type 'a IntHashtbl.t is not compatible with the type ('a,'b) Hashtbl.t
of the generic interface. For example, Hashtbl.length h would not type-check, you must use
IntHashtbl.length .

module type HashedType = sig end

The input signature of the functor Hashtbl.Make .

module type S = sig end

The output signature of the functor Hashtbl.Make .

module Make : functor (H : HashedType) -> sig end

Functor building an implementation of the hashtable structure. The functor Hashtbl.Make
returns a structure containing a type key of keys and a type 'a t of hash tables
associating data of type 'a to keys of type key . The operations perform similarly to
those of the generic interface, but use the hashing and equality functions specified in
the functor argument H instead of generic equality and hashing. Since the hash function
is not seeded, the create operation of the result structure always returns non-randomized
hash tables.

module type SeededHashedType = sig end

The input signature of the functor Hashtbl.MakeSeeded .

Since 4.00.0

module type SeededS = sig end

The output signature of the functor Hashtbl.MakeSeeded .

Since 4.00.0

module MakeSeeded : functor (H : SeededHashedType) -> sig end

Functor building an implementation of the hashtable structure. The functor
Hashtbl.MakeSeeded returns a structure containing a type key of keys and a type 'a t of
hash tables associating data of type 'a to keys of type key . The operations perform
similarly to those of the generic interface, but use the seeded hashing and equality
functions specified in the functor argument H instead of generic equality and hashing.
The create operation of the result structure supports the ~ random optional parameter and
returns randomized hash tables if ~random:true is passed or if randomization is globally
on (see Hashtbl.randomize ).

Since 4.00.0

The polymorphic hash functions
val hash : 'a -> int

Hashtbl.hash x associates a nonnegative integer to any value of any type. It is guaranteed
that if x = y or Stdlib.compare x y = 0 , then hash x = hash y . Moreover, hash always
terminates, even on cyclic structures.

val seeded_hash : int -> 'a -> int

A variant of Hashtbl.hash that is further parameterized by an integer seed.

Since 4.00.0

val hash_param : int -> int -> 'a -> int

Hashtbl.hash_param meaningful total x computes a hash value for x , with the same
properties as for hash . The two extra integer parameters meaningful and total give more
precise control over hashing. Hashing performs a breadth-first, left-to-right traversal of
the structure x , stopping after meaningful meaningful nodes were encountered, or total
nodes (meaningful or not) were encountered. If total as specified by the user exceeds a
certain value, currently 256, then it is capped to that value. Meaningful nodes are:
integers; floating-point numbers; strings; characters; booleans; and constant
constructors. Larger values of meaningful and total means that more nodes are taken into
account to compute the final hash value, and therefore collisions are less likely to
happen. However, hashing takes longer. The parameters meaningful and total govern the
tradeoff between accuracy and speed. As default choices, Hashtbl.hash and
Hashtbl.seeded_hash take meaningful = 10 and total = 100 .

val seeded_hash_param : int -> int -> int -> 'a -> int

A variant of Hashtbl.hash_param that is further parameterized by an integer seed. Usage:
Hashtbl.seeded_hash_param meaningful total seed x .

Since 4.00.0