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How to use minimap2 with mappy within python script

Hello Biostar,

I'm trying to use minimap2 within a python script using it's python binding mappy ( https://github.com/lh3/minimap2/tree/master/python ).

A bit of context first, my ultimate goal with this script is to split a fastq into 4 files by Nanopore quality range (0-4 ,4-8, 8-12, 12+) and to align those sub-fastq to a reference and produce a bam file on each. Then work on those bam with samtools to calculate the error rate depending of each. I want to be able to compare raw Nanopore reads error rate accross different quality categories, and compare on different sequencing experiment depending on the basecallers used (flip-flop versus non flip-flop).

I've got the first part to split into sub-fastq. Now I'm trying to use mappy to produce a BAM output file. But from what I can see from the help, I feel like mappy was more designed to work on the alignement result "on the go" rather than producing a big output file.

This is the line (from usage example) that make me think of this :

for name, seq, qual in mp.fastx_read("test/MT-orang.fa"): # read a fasta/q sequence
     for hit in a.map(seq): # traverse alignments
     print("{}\t{}\t{}\t{}".format(hit.ctg, hit.r_st, hit.r_en, hit.cigar_str))

I can't find an example on how to just print the alignment result into a file...

Anyone can give me advices on this ?

Thank you !

Roxane

alignment nanopore
• 5,590 views • link
written by Rox Rox

1 answer

Well, figured it out myself !

In case anyone wonder, here is the portion of code I have made :

 #Build index is not existing or just load ref
aligner = mp.Aligner(ref, preset="map-ont")
logging.info("Loaded/built index for reference file.")
if not aligner:
    logging.error("Failed to load/build index")
    raise Exception("ERROR: failed to load/build index")
    sys.exit("ERROR: failed to load/build index")
#Calculate an error rate per aligned read
for name, seq, qual in mp.fastx_read(fastq_file):
    logging.info("Aligning sequence "+name+" : ")
    for hit in aligner.map(seq):
        #Count and store every occurence of a specific letter from the CIGAR string
        M = sum([int(i) for i in re.findall(r'(\d+)M',hit.cigar_str)])
...

You first have to import mappy as mp. Then you produce an aligner that contains several arguments, it is described on the mappy page, but I only used hit.cigar_str.

• 0 views • link
written by Rox Rox

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