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Sourmash Branchwater Enables Lightweight Petabyte-Scale Sequence Search

View ORCID ProfileLuiz Irber, View ORCID ProfileN. Tessa Pierce-Ward, View ORCID ProfileC. Titus Brown
doi: https://doi.org/10.1101/2022.11.02.514947
Luiz Irber
1Graduate Group in Computer Science, UC Davis; Department of Population Health and Reproduction, UC Davis · Funded by Grant GBMF4551 from the Gordon and Betty Moore Foundation; Grant R01HG007513 from the NIH NHGRI
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N. Tessa Pierce-Ward
2Department of Population Health and Reproduction, UC Davis · Funded by Grant 1711984 from the NSF; Grant GBMF4551 from the Gordon and Betty Moore Foundation; Grant 2018911 from the NSF
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C. Titus Brown
3Department of Population Health and Reproduction, UC Davis · Funded by Grant GBMF4551 from the Gordon and Betty Moore Foundation; Grant R01HG007513 from the NIH NHGRI; Grant 2018911 from the NSF; Grant R03OD030596 from the NIH Common Fund
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  • For correspondence: ctbrown@ucdavis.edu
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Abstract

We introduce branchwater, a flexible and fast petabase-scale search for the 767,000 public metagenomes presently in the NCBI Sequence Read Archive. Our search is based on the FracMinHash k-mer sketching technique and can search all public metagenomes with 1000 query genomes in approximately 36 hours using 50 GB of RAM and 32 threads. Branchwater is a Rust-based multithreading front-end built on top of the sourmash library. We provide biological use cases, examine performance, and discuss design and performance considerations.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/dib-lab/2022-branchwater-benchmarking

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted November 03, 2022.
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Sourmash Branchwater Enables Lightweight Petabyte-Scale Sequence Search
Luiz Irber, N. Tessa Pierce-Ward, C. Titus Brown
bioRxiv 2022.11.02.514947; doi: https://doi.org/10.1101/2022.11.02.514947
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Sourmash Branchwater Enables Lightweight Petabyte-Scale Sequence Search
Luiz Irber, N. Tessa Pierce-Ward, C. Titus Brown
bioRxiv 2022.11.02.514947; doi: https://doi.org/10.1101/2022.11.02.514947

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