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alignmentsieve.rs
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297 lines (275 loc) · 11.1 KB
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use pyo3::prelude::*;
use pyo3::types::PyList;
use rayon::prelude::*;
use rayon::ThreadPoolBuilder;
use rust_htslib::bam::{self, Header, IndexedReader, Read, Reader, Writer};
use tempfile::{Builder, TempPath};
use std::fs::File;
use std::io::Write;
use crate::covcalc::{parse_regions, Alignmentfilters, Region};
#[pyfunction]
pub fn r_alignmentsieve(
bamifile: &str, // input bamfile
ofile: &str, // output file
nproc: usize, // threads
filter_metrics: &str, // filter metrics file.
filtered_out_readsfile: &str, // filtered_out_reads bam/bedfile.
verbose: bool, // verbose
shift: Py<PyList>, // python list of the shift to perform.
_bed: bool, // output format in BEDPE.
filter_rna_strand: &str, // "forward", "reverse" or "None".
min_mapping_quality: u8, // minimum mapping quality.
sam_flag_incl: u16, // sam flag include
sam_flag_excl: u16, // sam flag exclude
_blacklist: &str, // blacklist file name.
min_fragment_length: u32, // minimum fragment length.
max_fragment_length: u32, // maximum fragment length.
_extend_reads: u32,
_center_reads: bool,
) -> PyResult<()> {
// Input bam file
let bam = Reader::from_path(bamifile).unwrap();
let header = Header::from_template(bam.header());
let _header_view = bam.header().clone();
let mut write_filters: bool = false;
if filtered_out_readsfile != "None" {
write_filters = true;
}
let mut readshift: Vec<i32> = Vec::new();
Python::with_gil(|py| {
readshift = shift.extract(py).expect("Failed to extract shift.");
});
// shift is of length 0, 2, or 4.
// Define regions
let (regions, _chromsizes) = parse_regions("None", vec![bamifile]);
let filters = Alignmentfilters{
minmappingquality: min_mapping_quality,
samflaginclude: sam_flag_incl,
samflagexclude: sam_flag_excl,
minfraglen: min_fragment_length,
maxfraglen: max_fragment_length
};
let pool = ThreadPoolBuilder::new().num_threads(1).build().unwrap();
let (sieve, filtersieve, totalreads, filteredreads) = pool.install(|| {
regions.par_iter()
.map(|i| sieve_bamregion(bamifile, i, &filters, filter_rna_strand, &readshift, write_filters, nproc, verbose))
.reduce(
|| (Vec::new(), Vec::new(), 0, 0),
|(mut _sieve, mut _filtersieve, mut _total, mut _filter), (sieve, filtersieve, total, filter)| {
_sieve.extend(sieve);
_filtersieve.extend(filtersieve);
_total += total;
_filter += filter;
(_sieve, _filtersieve, _total, _filter)
}
)
});
// write output
let mut obam = Writer::from_path(ofile, &header, bam::Format::Bam).unwrap();
let _ = obam.set_threads(nproc);
for sb in sieve.into_iter() {
if let Some(sb) = sb {
let mut bam = Reader::from_path(&sb).unwrap();
for result in bam.records() {
let record = result.unwrap();
obam.write(&record).unwrap();
}
}
}
// write filtered reads if necessary
if write_filters {
let mut ofilterbam = Writer::from_path(filtered_out_readsfile, &header, bam::Format::Bam).unwrap();
let _ = ofilterbam.set_threads(nproc);
for sb in filtersieve.into_iter() {
if let Some(sb) = sb {
let mut bam = Reader::from_path(&sb).unwrap();
for result in bam.records() {
let record = result.unwrap();
ofilterbam.write(&record).unwrap();
}
}
}
}
let _ofilterbam = Writer::from_path(filtered_out_readsfile, &header, bam::Format::Bam).unwrap();
if filter_metrics != "None" {
let mut of = File::create(filter_metrics).unwrap();
// write header
writeln!(of, "#bamFilterReads --filterMetrics").unwrap();
writeln!(of, "#File\tReads\tRemaining Total\tInitial Reads").unwrap();
writeln!(of, "{}\t{}\t{}", bamifile, totalreads-filteredreads, totalreads).unwrap();
}
Ok(())
}
fn sieve_bamregion(ibam: &str, regstruct: &Region, alfilters: &Alignmentfilters, filter_rna_strand: &str, _shift: &Vec<i32>, write_filters: bool, nproc: usize, verbose: bool) -> (Vec<Option<TempPath>>, Vec<Option<TempPath>>, u64, u64) {
let region = (regstruct.chrom.clone(), regstruct.get_startu(), regstruct.get_endu());
let mut total_reads: u64 = 0;
let mut filtered_reads: u64 = 0;
let mut bam = IndexedReader::from_path(ibam).unwrap();
let header = Header::from_template(bam.header());
let mut written = false;
let mut filterwritten = false;
let sievebam = Builder::new()
.prefix("deeptoolstmp_alsieve_")
.suffix(".bam")
.rand_bytes(12)
.tempfile()
.expect("Failed to create temporary file.");
let sievebam_path = sievebam.into_temp_path();
let mut sievebamout = Writer::from_path(&sievebam_path, &header, bam::Format::Bam).unwrap();
let filterbam = Builder::new()
.prefix("deeptoolstmp_alsieve_filtered_")
.suffix(".bam")
.rand_bytes(12)
.tempfile()
.expect("Failed to create temporary file.");
let filterbam_path = filterbam.into_temp_path();
let mut filterbamout = if write_filters {
Some(Writer::from_path(&filterbam_path, &header, bam::Format::Bam).unwrap())
} else {
None
};
if nproc > 4 {
let readthreads = 2;
let writethreads = nproc - 2;
let _ = bam.set_threads(readthreads);
let _ = sievebamout.set_threads(writethreads);
if verbose {
println!("Reading = {}, Writing = {}", readthreads, writethreads);
}
}
bam.fetch((region.0.as_str(), region.1, region.2)).unwrap();
for result in bam.records() {
let record = result.unwrap();
total_reads += 1;
// Filter reads
// Filter unmapped reads.
if record.is_unmapped() {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
// Mapping qualities.
if record.mapq() < alfilters.minmappingquality {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
// SAM flags
if alfilters.samflaginclude != 0 && (record.flags() & alfilters.samflaginclude) == 0 {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
if alfilters.samflagexclude != 0 && (record.flags() & alfilters.samflagexclude) != 0 {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
// fragment length
if alfilters.minfraglen != 0 || alfilters.maxfraglen != 0 {
if record.is_paired() {
if record.insert_size().abs() < alfilters.minfraglen as i64 || record.insert_size().abs() > alfilters.maxfraglen as i64 {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
} else {
// Parse cigartuples
let mut tlen: u32 = 0;
for cig in record.cigar().iter() {
match cig {
bam::record::Cigar::Match(len) => tlen += len,
bam::record::Cigar::Del(len) => tlen += len,
bam::record::Cigar::Equal(len) => tlen += len,
bam::record::Cigar::Diff(len) => tlen += len,
_ => (),
}
}
if tlen < alfilters.minfraglen || tlen > alfilters.maxfraglen {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
}
}
if filter_rna_strand != "None" {
match (filter_rna_strand, record.is_paired()) {
("forward", true) => {
if !((record.flags() & 144 == 128) || (record.flags() & 96 == 64)) {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
},
("forward", false) => {
if !(record.flags() & 16 == 16) {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
},
("reverse", true) => {
if !((record.flags() & 144 == 144) || (record.flags() & 96 == 96)) {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
},
("reverse", false) => {
if !(record.flags() & 16 == 0) {
filtered_reads += 1;
if let Some(filterbamout) = &mut filterbamout {
filterbamout.write(&record).unwrap();
filterwritten = true;
}
continue;
}
},
_ => {},
}
}
sievebamout.write(&record).unwrap();
written = true;
}
match (written, filterwritten) {
(true, true) => {
(vec![Some(sievebam_path)], vec![Some(filterbam_path)], total_reads, filtered_reads)
},
(true, false) => {
(vec![Some(sievebam_path)], vec![None], total_reads, filtered_reads)
},
(false, true) => {
(vec![None], vec![Some(filterbam_path)], total_reads, filtered_reads)
},
(false, false) => {
(vec![None], vec![None], total_reads, filtered_reads)
}
}
}