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//! This crate offers rust implementations of simple and twisted tabulation hashing for 32-bit integer values. //! //! Instatiating `Tab32Simple` or `Tab32Twisted` will initialize a table and //! create a random hash function from the respective hash family. //! The hash value of a 32-bit integer can be computed by calling its `hash` method. //! //! # Example: //! //! ```rust //! use tab_hash::Tab32Simple; //! //! fn main() { //! let keys = vec![0, 8, 15, 47, 11]; //! let simple = Tab32Simple::new(); //! for k in keys { //! println!("{}", simple.hash(k)); //! } //! } //! ``` //! //! To reprocude hashes, save the table used by the hash function and save it. //! The function can be recreated using the `with_table` constructor. //! //! ```rust //! use tab_hash::Tab32Twisted; //! //! fn main() { //! let key = 42; //! let twisted_1 = Tab32Twisted::new(); //! let twisted_2 = Tab32Twisted::with_table(twisted_1.get_table()); //! let twisted_3 = Tab32Twisted::new(); //! assert_eq!(twisted_1.hash(key), twisted_2.hash(key)); //! assert_ne!(twisted_1.hash(key), twisted_3.hash(key)); //! } //! ``` //! //! # Note: //! These hash functions do not implement the `std::hash::Hasher` trait, //! since they do not work on arbitrary length byte streams. //! //! # Literature: //! This implementation is based on the articles of Mihai Patrascu and Mikkel Thorup: //! - [Simple Tabulation Hashing](http://dx.doi.org/10.1145/1993636.1993638) //! - [Twisted Tabulation Hashing](https://doi.org/10.1137/1.9781611973105.16) use rand; /// Split up a 32bit number into 8bit chunks fn byte_chunks(x: u32) -> [u8; 4] { [ (x & 0x0000_00FF) as u8, ((x & 0x0000_FF00) >> 8) as u8, ((x & 0x00FF_0000) >> 16) as u8, ((x & 0xFF00_0000) >> 24) as u8, ] } /// A universal hash function for 32-bit integers using simple tabulation. /// /// Usage: /// ```rust /// use tab_hash::Tab32Simple; /// /// fn main() { /// let keys = vec![0, 8, 15, 47, 11]; /// let simple = Tab32Simple::new(); /// for k in keys { /// println!("{}", simple.hash(k)); /// } /// } /// ``` pub struct Tab32Simple { table: [[u32; 256]; 4], } impl Tab32Simple { /// Create a new simple tabulation hash function with a random table. pub fn new() -> Self { Tab32Simple { table: Tab32Simple::initialize_table(), } } /// Create a new simple tabulation hash function with a given table. pub fn with_table(table: [[u32; 256]; 4]) -> Self { Tab32Simple { table } } /// Generate a table of 32bit uints for simple tabulation hashing fn initialize_table() -> [[u32; 256]; 4] { let table: [[u32; 256]; 4] = array_init::array_init(|_| array_init::array_init(|_| rand::random())); table } /// Get the table used by this hash function. pub fn get_table(&self) -> [[u32; 256]; 4] { self.table } /// Compute simple tabulation hash value for a 32bit integer number. pub fn hash(&self, x: u32) -> u32 { let mut h: u32 = 0; // initialize hash values as 0 for (i, c) in byte_chunks(x).iter().enumerate() { h ^= self.table[i as usize][*c as usize]; } h } } /// A universal hash function for 32-bit integers using twisted tabulation. /// /// Usage: /// ```rust /// use tab_hash::Tab32Twisted; /// /// fn main() { /// let keys = vec![0, 8, 15, 47, 11]; /// let twisted = Tab32Twisted::new(); /// for k in keys { /// println!("{}", twisted.hash(k)); /// } /// } /// ``` pub struct Tab32Twisted { table: [[u64; 256]; 4], } impl Tab32Twisted { /// Create a new twisted tabulation hash function with a random table. pub fn new() -> Self { Tab32Twisted { table: Tab32Twisted::initialize_table(), } } /// Create a new twisted tabulation hash function with a given table. pub fn with_table(table: [[u64; 256]; 4]) -> Self { Tab32Twisted { table } } /// Generate a table of 64bit uints for twisted tabulation hashing fn initialize_table() -> [[u64; 256]; 4] { let table: [[u64; 256]; 4] = array_init::array_init(|_| array_init::array_init(|_| rand::random())); table } /// Get the table used by this hash function. pub fn get_table(&self) -> [[u64; 256]; 4] { self.table } /// Compute twisted tabulation hash value for a 32bit integer number. pub fn hash(&self, x: u32) -> u32 { let mut h: u64 = 0; // initialize hash values as 0 let chunks = byte_chunks(x); for (i, c) in chunks[0..3].iter().enumerate() { h ^= self.table[i as usize][*c as usize]; } // compute address for last chunk by XOring the lowest byte of the // current hash value with the content of the last chunk of the key let c = chunks[3] ^ (h & 0xFF) as u8; h ^= self.table[3][c as usize]; // shift out the 32 low bits of the resulting hash h = h.overflowing_shr(32).0; h as u32 } }