Data.Hashable

hashable-1.2.3.3: A class for types that can be converted to a hash value

Copyright | (c) Milan Straka 2010 (c) Johan Tibell 2011 (c) Bryan O'Sullivan 2011, 2012
License | BSD-style
Maintainer | johan.tibell@gmail.com
Stability | provisional
Portability | portable
Safe Haskell | Trustworthy
Language | Haskell98

Data.Hashable

Contents

- Hashing and security
- Computing hash values
- Creating new instances
  - Generic instances
    - Understanding a compiler error
  - Writing instances by hand
    - Hashing contructors with multiple fields
    - Hashing types with multiple constructors

Description

This module defines a class, `Hashable`, for types that can be converted to a hash value. This class exists for the benefit of hashing-based data structures. The module provides instances for most standard types. Efficient instances for other types can be generated automatically and effortlessly using the generics support in GHC 7.2 and above.

The easiest way to get started is to use the `hash` function. Here is an example session with `ghci`.

    ghci> import Data.Hashable
    ghci> hash "foo"
    60853164

Synopsis

- class Hashable a where
  - hashWithSalt :: Int -> a -> Int
  - hash :: a -> Int
- hashUsing :: Hashable b => (a -> b) -> Int -> a -> Int
- hashPtr :: Ptr a -> Int -> IO Int
- hashPtrWithSalt :: Ptr a -> Int -> Int -> IO Int
- hashByteArray :: ByteArray# -> Int -> Int -> Int
- hashByteArrayWithSalt :: ByteArray# -> Int -> Int -> Int -> Int

# Hashing and security

Applications that use hash-based data structures to store input from untrusted users can be susceptible to "hash DoS", a class of denial-of-service attack that uses deliberately chosen colliding inputs to force an application into unexpectedly behaving with quadratic time complexity.

At this time, the string hashing functions used in this library are susceptible to such attacks and users are recommended to either use a `Map` to store keys derived from untrusted input or to use a hash function (e.g. SipHash) that's resistant to such attacks. A future version of this library might ship with such hash functions.

# Computing hash values

class Hashable a where

The class of types that can be converted to a hash value.

Minimal implementation: `hashWithSalt`.

Minimal complete definition

Nothing

Methods

hashWithSalt :: Int -> a -> Int infixl 0

Return a hash value for the argument, using the given salt.

The general contract of `hashWithSalt` is:

- If two values are equal according to the `==` method, then applying the `hashWithSalt` method on each of the two values must produce the same integer result if the same salt is used in each case.
- It is not required that if two values are unequal according to the `==` method, then applying the `hashWithSalt` method on each of the two values must produce distinct integer results. However, the programmer should be aware that producing distinct integer results for unequal values may improve the performance of hashing-based data structures.
- This method can be used to compute different hash values for the same input by providing a different salt in each application of the method. This implies that any instance that defines `hashWithSalt` must make use of the salt in its implementation.

hash :: a -> Int

Like `hashWithSalt`, but no salt is used. The default implementation uses `hashWithSalt` with some default salt. Instances might want to implement this method to provide a more efficient implementation than the default implementation.

Instances

Hashable Bool |
Hashable Char |
Hashable Double |
Hashable Float |
Hashable Int |
Hashable Int8 |
Hashable Int16 |
Hashable Int32 |
Hashable Int64 |
Hashable Integer |
Hashable Ordering |
Hashable Word |
Hashable Word8 |
Hashable Word16 |
Hashable Word32 |
Hashable Word64 |
Hashable TypeRep |
Hashable () |
Hashable BigNat |
Hashable Void |
Hashable Natural |
Hashable ThreadId |
Hashable ByteString |
Hashable ByteString |
Hashable ShortByteString |
Hashable Text |
Hashable Text |
Hashable a => Hashable [a] |
(Integral a, Hashable a) => Hashable (Ratio a) |
Hashable (StableName a) |
Hashable a => Hashable (Maybe a) |
(Hashable a, Hashable b) => Hashable (Either a b) |
(Hashable a1, Hashable a2) => Hashable (a1, a2) |
(Hashable a1, Hashable a2, Hashable a3) => Hashable (a1, a2, a3) |
(Hashable a1, Hashable a2, Hashable a3, Hashable a4) => Hashable (a1, a2, a3, a4) |
(Hashable a1, Hashable a2, Hashable a3, Hashable a4, Hashable a5) => Hashable (a1, a2, a3, a4, a5) |
(Hashable a1, Hashable a2, Hashable a3, Hashable a4, Hashable a5, Hashable a6) => Hashable (a1, a2, a3, a4, a5, a6) |
(Hashable a1, Hashable a2, Hashable a3, Hashable a4, Hashable a5, Hashable a6, Hashable a7) => Hashable (a1, a2, a3, a4, a5, a6, a7) |

# Creating new instances

There are two ways to create new instances: by deriving instances automatically using GHC's generic programming support or by writing instances manually.

## Generic instances

Beginning with GHC 7.2, the recommended way to make instances of `Hashable` for most types is to use the compiler's support for automatically generating default instances.

    {-# LANGUAGE DeriveGeneric #-}

    import GHC.Generics (Generic)
    import Data.Hashable

    data Foo a = Foo a String
                 deriving (Eq, Generic)

    instance Hashable a => Hashable (Foo a)

    data Colour = Red | Green | Blue
                  deriving Generic

    instance Hashable Colour

If you omit a body for the instance declaration, GHC will generate a default instance that correctly and efficiently hashes every constructor and parameter.

### Understanding a compiler error

Suppose you intend to use the generic machinery to automatically generate a `Hashable` instance.

    data Oops = Oops
         -- forgot to add "deriving Generic" here!

    instance Hashable Oops

And imagine that, as in the example above, you forget to add a "`deriving `Generic``" clause to your data type. At compile time, you will get an error message from GHC that begins roughly as follows:

    No instance for (GHashable (Rep Oops))

This error can be confusing, as `GHashable` is not exported (it is an internal typeclass used by this library's generics machinery). The correct fix is simply to add the missing "`deriving `Generic``".

## Writing instances by hand

To maintain high quality hashes, new `Hashable` instances should be built using existing `Hashable` instances, combinators, and hash functions.

The functions below can be used when creating new instances of `Hashable`. For example, for many string-like types the `hashWithSalt` method can be defined in terms of either `hashPtrWithSalt` or `hashByteArrayWithSalt`. Here's how you could implement an instance for the `ByteString` data type, from the `bytestring` package:

    import qualified Data.ByteString as B
    import qualified Data.ByteString.Internal as B
    import qualified Data.ByteString.Unsafe as B
    import Data.Hashable
    import Foreign.Ptr (castPtr)

    instance Hashable B.ByteString where
        hashWithSalt salt bs = B.inlinePerformIO $
                               B.unsafeUseAsCStringLen bs $ \(p, len) ->
                               hashPtrWithSalt p (fromIntegral len) salt

### Hashing contructors with multiple fields

Hash constructors with multiple fields by chaining `hashWithSalt`:

    data Date = Date Int Int Int

    instance Hashable Date where
        hashWithSalt s (Date yr mo dy) =
            s `hashWithSalt`
            yr `hashWithSalt`
            mo `hashWithSalt` dy

If you need to chain hashes together, use `hashWithSalt` and follow this recipe:

    combineTwo h1 h2 = h1 `hashWithSalt` h2

### Hashing types with multiple constructors

For a type with several value constructors, there are a few possible approaches to writing a `Hashable` instance.

If the type is an instance of `Enum`, the easiest path is to convert it to an `Int`, and use the existing `Hashable` instance for `Int`.

    data Color = Red | Green | Blue
                 deriving Enum

    instance Hashable Color where
        hashWithSalt = hashUsing fromEnum

If the type's constructors accept parameters, it is important to distinguish the constructors. To distinguish the constructors, add a different integer to the hash computation of each constructor:

    data Time = Days Int
              | Weeks Int
              | Months Int

    instance Hashable Time where
        hashWithSalt s (Days n)   = s `hashWithSalt`
                                    (0::Int) `hashWithSalt` n
        hashWithSalt s (Weeks n)  = s `hashWithSalt`
                                    (1::Int) `hashWithSalt` n
        hashWithSalt s (Months n) = s `hashWithSalt`
                                    (2::Int) `hashWithSalt` n

hashUsing

Arguments

:: Hashable b |
=> (a -> b) | Transformation function.
-> Int | Salt.
-> a | Value to transform.
-> Int |

Transform a value into a `Hashable` value, then hash the transformed value using the given salt.

This is a useful shorthand in cases where a type can easily be mapped to another type that is already an instance of `Hashable`. Example:

    data Foo = Foo | Bar
             deriving (Enum)

    instance Hashable Foo where
        hashWithSalt = hashUsing fromEnum

hashPtr

Arguments

:: Ptr a | pointer to the data to hash
-> Int | length, in bytes
-> IO Int | hash value

Compute a hash value for the content of this pointer.

hashPtrWithSalt

Arguments

:: Ptr a | pointer to the data to hash
-> Int | length, in bytes
-> Int | salt
-> IO Int | hash value

Compute a hash value for the content of this pointer, using an initial salt.

This function can for example be used to hash non-contiguous segments of memory as if they were one contiguous segment, by using the output of one hash as the salt for the next.

hashByteArray

Arguments

:: ByteArray# | data to hash
-> Int | offset, in bytes
-> Int | length, in bytes
-> Int | hash value

Compute a hash value for the content of this `ByteArray#`, beginning at the specified offset, using specified number of bytes.

hashByteArrayWithSalt

Arguments

:: ByteArray# | data to hash
-> Int | offset, in bytes
-> Int | length, in bytes
-> Int | salt
-> Int | hash value

Compute a hash value for the content of this `ByteArray#`, using an initial salt.

This function can for example be used to hash non-contiguous segments of memory as if they were one contiguous segment, by using the output of one hash as the salt for the next.