bwa-mem2 on Biowulf
Bwa-mem2 is the next version of the bwa-mem algorithm in bwa. It produces alignment identical to bwa and is ~1.3-3.1x faster depending on the use-case, dataset and the running machine.
Reference
Vasimuddin Md, Sanchit Misra, Heng Li, Srinivas Aluru. Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems. IEEE Parallel and Distributed Processing Symposium (IPDPS), 2019. Documentation
Important Notes
- Module Name: bwa-mem2 (see the modules page for more information)
- Multi-threaded using '-t' flag
- Index files in /fdb/bwa-mem2
Interactive job
Interactive jobs should be used for debugging, graphics, or applications that cannot be run as batch jobs.
Allocate an interactive session and run the program.
Sample session (user input in bold):
[user@biowulf]$ sinteractive --mem=100g --cpus-per-task=4 salloc.exe: Pending job allocation 46116226 salloc.exe: job 46116226 queued and waiting for resources salloc.exe: job 46116226 has been allocated resources salloc.exe: Granted job allocation 46116226 salloc.exe: Waiting for resource configuration salloc.exe: Nodes cn3144 are ready for job [user@cn3144 ~]$ module load bwa-mem2 [user@cn3144 ~]$ bwa-mem2 mem -t $SLURM_CPUS_PER_TASK /fdb/bwa-mem2/hg38/genome.fa f1.fastq.gz f2.fastq.gz > /data/$USER/Ourfile [user@cn3144 ~]$ exit salloc.exe: Relinquishing job allocation 46116226 [user@biowulf ~]$
Batch job
Most jobs should be run as batch jobs.
Create a batch input file (e.g. bwa-mem2.sh). For example:
#!/bin/bash set -e module load bwa-mem2 cd /data/$USER bwa-mem2 mem -t $SLURM_CPUS_PER_TASK /fdb/bwa-mem2/hg38/genome.fa f1.fastq.gz f2.fastq.gz > /data/$USER/Ourfile
Submit this job using the Slurm sbatch command.
sbatch --mem=50g --cpus-per-task=4 bwa-mem2.sh
Swarm of Jobs
A swarm of jobs is an easy way to submit a set of independent commands requiring identical resources.
Create a swarmfile (e.g. bwa-mem2.swarm). For example:
cd dir1; bwa-mem2 mem -t $SLURM_CPUS_PER_TASK /fdb/bwa-mem2/hg38/genome.fa f1.fastq.gz f2.fastq.gz > /data/$USER/Ourfile cd dir2; bwa-mem2 mem -t $SLURM_CPUS_PER_TASK /fdb/bwa-mem2/hg38/genome.fa f1.fastq.gz f2.fastq.gz > /data/$USER/Ourfileq ... cd dir10; bwa-mem2 mem -t $SLURM_CPUS_PER_TASK /fdb/bwa-mem2/hg38/genome.fa f1.fastq.gz f2.fastq.gz > /data/$USER/Ourfileq
Submit this job using the swarm command.
swarm -f bwa-mem2.swarm -g 50 -t 4 --module bwa-mem2where
-g # | Number of Gigabytes of memory required for each process (1 line in the swarm command file) |
-t # | Number of threads/CPUs required for each process (1 line in the swarm command file). |
--module bwa-mem2 | Loads the bwa-mem2 module for each subjob in the swarm |