6 releases
0.2.6 | Feb 15, 2024 |
---|---|
0.1.5 | Feb 8, 2024 |
#96 in Biology
25 downloads per month
Used in 2 crates
24KB
356 lines
A simple Rust library for storing data indexed by a chromosome name
genomap is a small library for storing a key-value map between chromosome
names and some generic data in a GenomeMap
. Since in nearly every case we
want chromosomes to be sorted by their names, GenomeMap
maintains an internal
sorted set of keys. GenomeMap
uses a specialized chromosome name sorting
function that should properly sort autosomes, sex chromosomes, handle
Drosophila Chromosome names (e.g. 2L and 2R), etc. Please file a GitHub
issue if the sort order is not
as you'd anticipate.
Internally, the data stored in a genomap::GenomeMap<T>
is in a Vec<T>
, and
the type maintains a sorted list of chromosome names, and a forward and reverse
lookup table that associated the position in the Vec
to the chromosome's name.
Below is a code example:
use genomap::GenomeMap;
let mut sm: GenomeMap<i32> = GenomeMap::new();
sm.insert("chr1", 1).unwrap();
sm.insert("chr2", 2).unwrap();
// get a reference to a value by name
println!("{:?}", sm.get("chr1"));
// iterate through name/values
for (name, value) in sm.iter() {
println!("{} -> {}", name, value);
}
// get the index for a chromosome name
let index = sm.get_index_by_name("chr1").unwrap();
assert_eq!(index, 0);
// get a name by index
assert_eq!(sm.get_name_by_index(index).unwrap(), "chr1");
In Rust, working with non-Copy
able types, such as a String
chromosome name
key, can necessitate generic lifetime annotations. This can clutter code and
increase complexity significantly. To prevent this, genomap
has O(1) access
by a usize
index, so a chromosome name index can be stored in Struct
s
rather than the String
key.
Performance
Multiple creation and access benchmarks are available in
benches/comparison.rs
. Here is a small highlight of a sample of benchmarks.
For creation time, GenomeMap
is about 20% slower. But this is incurred once
(and the absolute scale is insignificant).
Data structure | Time | Factor |
---|---|---|
FnvHashMap | 28.217 µs | 1.000 |
IndexMap | 29.844 µs | 1.058 |
BTreeMap | 29.401 µs | 1.041 |
HashMap | 29.420 µs | 1.043 |
GenomeMap | 33.913 µs | 1.202 |
GenomeMap
has the second fastest sorted access times (it uses FnvHashMap
's
hasher internally, but there's one additional constant lookup time operation).
Data structure | Time | Factor |
---|---|---|
FnvHashMap | 68.555 ns | 1.00 |
GenomeMap | 198.55 ns | 2.89 |
IndexMap | 237.47 ns | 3.46 |
HashMap | 336.32 ns | 4.91 |
BTreeMap | 567.95 ns | 8.28 |
Dependencies
~290–750KB
~18K SLoC