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kmerminhash.jl's Introduction

Kash.jl

Kmer minhashing in Julia

Build Status Codecov

This package is work in progress. I'll work on it when I have time.

The purpose of this package is to:

  • Provide a simple Julia interface
  • Provide methods for minhashing DNA sequences and FASTA files
  • Provide methods for distance calculation between minhash sketches
  • Be highly efficient

The purpose of this package is NOT:

  • To hash amino acids or arbitrary alphabets
  • To hash reads. This functionality may be added later.

Usage

Note: The API is not stable. Version is not yet 1.0

To be determined.

Benchmarks

Case 1: Sketching 1 core, 51k sequences, 330 Mbp, 1 sketch

Hashes     1e3     1e4
Mash 2.2: 15.4s   15.2s
Kash    :  2.6s    2.6s

Case 2: Sketching 1 core, 51k sequences, 330 Mbp, 51k sketches

Hashes     1e2     1e3
Mash 2.2: 20.4s   53.5s
Kash    :  4.2s   12.5s

Case 3: Distance matrix, 1k sketches, 1k hashes

Mash 2.2: 17.87s
Kash    :   .17s

kmerminhash.jl's People

Contributors

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