Awesome

hashbrown

This crate is a Rust port of Google's high-performance SwissTable hash map, adapted to make it a drop-in replacement for Rust's standard HashMap and HashSet types.

The original C++ version of SwissTable can be found here, and this CppCon talk gives an overview of how the algorithm works.

Features

Drop-in replacement for the standard library HashMap and HashSet types.
Uses FxHash as the default hasher, which is much faster than SipHash.
Around 2x faster than FxHashMap and 8x faster than the standard HashMap.
Lower memory usage: only 1 byte of overhead per entry instead of 8.
Compatible with #[no_std] (currently requires nightly for the alloc crate).
Empty hash maps do not allocate any memory.
SIMD lookups to scan multiple hash entries in parallel.

Performance

Compared to std::collections::HashMap:

 name               stdhash ns/iter  hashbrown ns/iter  diff ns/iter    diff %  speedup
 find_existing      23,831           2,935                   -20,896   -87.68%   x 8.12
 find_nonexisting   25,326           2,283                   -23,043   -90.99%  x 11.09
 get_remove_insert  124              25                          -99   -79.84%   x 4.96
 grow_by_insertion  197              177                         -20   -10.15%   x 1.11
 hashmap_as_queue   72               18                          -54   -75.00%   x 4.00
 new_drop           14               0                           -14  -100.00%    x inf
 new_insert_drop    78               55                          -23   -29.49%   x 1.42

Compared to rustc_hash::FxHashMap (standard HashMap using FxHash instead of SipHash):

 name               fxhash ns/iter  hashbrown ns/iter  diff ns/iter    diff %  speedup
 find_existing      5,951           2,935                    -3,016   -50.68%   x 2.03
 find_nonexisting   4,637           2,283                    -2,354   -50.77%   x 2.03
 get_remove_insert  29              25                           -4   -13.79%   x 1.16
 grow_by_insertion  160             177                          17    10.62%   x 0.90
 hashmap_as_queue   22              18                           -4   -18.18%   x 1.22
 new_drop           9               0                            -9  -100.00%    x inf
 new_insert_drop    64              55                           -9   -14.06%   x 1.16

Usage

Add this to your Cargo.toml:

[dependencies]
hashbrown = "0.3"

This crate has the following Cargo features:

nightly: Enables nightly-only features: no_std support and #[may_dangle].
serde: Enables serde serialization support.
rayon: Enables rayon parallel iterator support.

License

Licensed under either of:

Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)

at your option.

Contribution

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.