feat: add obilayeredmap crate for disk-backed k-mer indexing
Introduces the `obilayeredmap` crate (v0.1.0), implementing an append-only, disk-backed k-mer index using a minimal perfect hash function (MPHF). The module features memory-mapped reads, buffered writes, custom error handling, partition metadata persistence, and comprehensive unit tests. Also adds a reverse complement benchmark for `obikseq` and updates `Cargo.lock` with the new dependencies.
This commit is contained in:
Generated
+13
@@ -1649,6 +1649,19 @@ dependencies = [
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"xxhash-rust",
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]
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[[package]]
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name = "obilayeredmap"
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version = "0.1.0"
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dependencies = [
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"memmap2",
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"obikseq",
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"obiskio",
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"ph",
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"serde",
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"serde_json",
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"tempfile",
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]
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[[package]]
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name = "obipipeline"
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version = "0.1.0"
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+1
-1
@@ -1,5 +1,5 @@
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[workspace]
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resolver = "3"
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members = ["obikseq", "obiread", "obiskbuilder", "obifastwrite", "obikmer","obikrope","obipipeline", "obikpartitionner","obiskio","obidebruinj"]
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members = ["obikseq", "obiread", "obiskbuilder", "obifastwrite", "obikmer","obikrope","obipipeline", "obikpartitionner","obiskio","obidebruinj","obilayeredmap"]
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[profile.release]
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debug = 1
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@@ -1,5 +1,7 @@
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use criterion::{BatchSize, BenchmarkId, Criterion, Throughput, criterion_group, criterion_main};
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use obikseq::packed_seq::PackedSeq;
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use obikseq::superkmer::SuperKmer;
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use obikseq::Sequence;
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const LENGTHS: &[usize] = &[1, 4, 8, 16, 40, 64, 128, 255, 256];
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@@ -50,12 +52,12 @@ fn bench_write_ascii(c: &mut Criterion) {
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fn bench_revcomp(c: &mut Criterion) {
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let mut group = c.benchmark_group("revcomp");
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for &len in LENGTHS {
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let sk = SuperKmer::from_ascii(&make_ascii(len));
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let seq = PackedSeq::from_ascii(&make_ascii(len));
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group.throughput(Throughput::Bytes(len as u64));
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group.bench_with_input(BenchmarkId::from_parameter(len), &sk, |b, sk| {
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group.bench_with_input(BenchmarkId::from_parameter(len), &seq, |b, seq| {
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b.iter_batched(
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|| sk.clone(),
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|mut s| { std::hint::black_box(&mut s).revcomp(); s },
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|| seq.clone(),
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|s| { let mut s = std::hint::black_box(s); s.revcomp_inplace(); s },
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BatchSize::SmallInput,
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);
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});
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@@ -0,0 +1,16 @@
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[package]
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name = "obilayeredmap"
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version = "0.1.0"
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edition = "2024"
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[dependencies]
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obikseq = { path = "../obikseq" }
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obiskio = { path = "../obiskio" }
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ph = "0.11"
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memmap2 = "0.9"
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serde = { version = "1", features = ["derive"] }
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serde_json = "1"
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[dev-dependencies]
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tempfile = "3"
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obikseq = { path = "../obikseq", features = ["test-utils"] }
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@@ -0,0 +1,54 @@
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// u32 per MPHF slot: raw occurrence count for the kmer at that slot.
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use std::fs::File;
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use std::io::{BufWriter, Write};
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use std::path::Path;
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use memmap2::Mmap;
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use crate::error::{OLMError, OLMResult};
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pub struct Counts {
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mmap: Mmap,
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}
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impl Counts {
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pub fn open(path: &Path) -> OLMResult<Self> {
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let f = File::open(path)?;
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let mmap = unsafe { Mmap::map(&f)? };
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Ok(Self { mmap })
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}
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#[inline]
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pub fn get(&self, slot: usize) -> u32 {
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let off = slot * 4;
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u32::from_le_bytes(self.mmap[off..off + 4].try_into().unwrap())
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}
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pub fn len(&self) -> usize {
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self.mmap.len() / 4
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}
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}
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pub struct CountsWriter {
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buf: Vec<u32>,
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}
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impl CountsWriter {
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pub fn new(n_slots: usize) -> Self {
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Self { buf: vec![0u32; n_slots] }
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}
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#[inline]
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pub fn set(&mut self, slot: usize, count: u32) {
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self.buf[slot] = count;
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}
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pub fn write(self, path: &Path) -> OLMResult<()> {
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let mut f = BufWriter::new(File::create(path)?);
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for v in self.buf {
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f.write_all(&v.to_le_bytes()).map_err(OLMError::Io)?;
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}
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Ok(())
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}
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}
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@@ -0,0 +1,50 @@
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use std::fmt;
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use std::io;
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#[derive(Debug)]
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pub enum OLMError {
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Io(io::Error),
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Json(serde_json::Error),
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Mphf(String),
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InvalidLayer(String),
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}
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pub type OLMResult<T> = Result<T, OLMError>;
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impl fmt::Display for OLMError {
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fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
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match self {
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OLMError::Io(e) => write!(f, "I/O error: {e}"),
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OLMError::Json(e) => write!(f, "JSON error: {e}"),
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OLMError::Mphf(s) => write!(f, "MPHF error: {s}"),
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OLMError::InvalidLayer(s) => write!(f, "invalid layer: {s}"),
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}
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}
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}
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impl std::error::Error for OLMError {
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fn source(&self) -> Option<&(dyn std::error::Error + 'static)> {
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match self {
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OLMError::Io(e) => Some(e),
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OLMError::Json(e) => Some(e),
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_ => None,
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}
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}
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}
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impl From<io::Error> for OLMError {
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fn from(e: io::Error) -> Self { OLMError::Io(e) }
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}
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impl From<serde_json::Error> for OLMError {
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fn from(e: serde_json::Error) -> Self { OLMError::Json(e) }
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}
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impl From<obiskio::SKError> for OLMError {
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fn from(e: obiskio::SKError) -> Self {
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match e {
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obiskio::SKError::Io(io_err) => OLMError::Io(io_err),
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other => OLMError::InvalidLayer(other.to_string()),
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}
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}
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}
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@@ -0,0 +1,60 @@
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// u32 per MPHF slot: bits [31:7] = chunk_id (25 bits), bits [6:0] = rank (7 bits).
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use std::fs::File;
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use std::io::{BufWriter, Write};
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use std::path::Path;
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use memmap2::Mmap;
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use crate::error::{OLMError, OLMResult};
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pub struct Evidence {
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mmap: Mmap,
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}
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impl Evidence {
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pub fn open(path: &Path) -> OLMResult<Self> {
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let f = File::open(path)?;
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let mmap = unsafe { Mmap::map(&f)? };
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Ok(Self { mmap })
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}
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#[inline]
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pub fn decode(&self, slot: usize) -> (u32, u8) {
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let off = slot * 4;
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let raw = u32::from_le_bytes(self.mmap[off..off + 4].try_into().unwrap());
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(raw >> 7, (raw & 0x7F) as u8)
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}
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pub fn len(&self) -> usize {
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self.mmap.len() / 4
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}
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}
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#[inline]
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pub fn encode(chunk_id: u32, rank: u8) -> u32 {
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(chunk_id << 7) | (rank as u32 & 0x7F)
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}
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pub struct EvidenceWriter {
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buf: Vec<u32>,
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}
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impl EvidenceWriter {
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pub fn new(n_slots: usize) -> Self {
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Self { buf: vec![0u32; n_slots] }
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}
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#[inline]
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pub fn set(&mut self, slot: usize, chunk_id: u32, rank: u8) {
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self.buf[slot] = encode(chunk_id, rank);
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}
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pub fn write(self, path: &Path) -> OLMResult<()> {
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let mut f = BufWriter::new(File::create(path)?);
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for v in self.buf {
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f.write_all(&v.to_le_bytes()).map_err(OLMError::Io)?;
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}
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Ok(())
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}
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}
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@@ -0,0 +1,122 @@
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use std::collections::HashMap;
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use std::fs;
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use std::io::BufWriter;
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use std::path::Path;
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use obikseq::{CanonicalKmer, Kmer, Sequence};
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use obiskio::{UnitigFileReader, UnitigFileWriter};
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use ph::fmph;
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use crate::counts::{Counts, CountsWriter};
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use crate::error::{OLMError, OLMResult};
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use crate::evidence::{Evidence, EvidenceWriter};
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const MPHF_FILE: &str = "mphf.bin";
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const UNITIGS_FILE: &str = "unitigs.bin";
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const EVIDENCE_FILE: &str = "evidence.bin";
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const COUNTS_FILE: &str = "counts.bin";
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pub struct Layer {
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mphf: fmph::Function,
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evidence: Evidence,
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unitigs: UnitigFileReader,
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counts: Counts,
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}
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pub struct Hit {
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pub slot: usize,
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pub count: u32,
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}
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impl Layer {
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pub fn open(path: &Path) -> OLMResult<Self> {
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let mphf = fmph::Function::read(
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&mut fs::File::open(path.join(MPHF_FILE))?
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).map_err(OLMError::Io)?;
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let unitigs = UnitigFileReader::open(&path.join(UNITIGS_FILE))?;
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let evidence = Evidence::open(&path.join(EVIDENCE_FILE))?;
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let counts = Counts::open(&path.join(COUNTS_FILE))?;
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Ok(Self { mphf, evidence, unitigs, counts })
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}
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pub fn query(&self, kmer: CanonicalKmer) -> Option<Hit> {
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let slot = self.mphf.get(&kmer.raw())? as usize;
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let (chunk_id, rank) = self.evidence.decode(slot);
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if self.unitigs.verify_canonical_kmer(chunk_id as usize, rank as usize, kmer) {
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Some(Hit { slot, count: self.counts.get(slot) })
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} else {
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None
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}
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}
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/// Build a layer from unitigs already written to `out_dir/unitigs.bin`.
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///
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/// `count_of` maps each canonical kmer to its occurrence count.
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/// Returns the number of kmers indexed.
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pub fn build(
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out_dir: &Path,
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count_of: impl Fn(CanonicalKmer) -> u32,
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) -> OLMResult<usize> {
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let k = obikseq::params::k();
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let unitigs = UnitigFileReader::open(&out_dir.join(UNITIGS_FILE))?;
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let mut entries: Vec<(u64, u32, u8)> = Vec::new();
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for chunk_id in 0..unitigs.len() {
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let n_kmers = unitigs.seql(chunk_id) - k + 1;
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for rank in 0..n_kmers {
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let raw = unitigs.raw_kmer(chunk_id, rank);
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let canonical: CanonicalKmer = Kmer::from_raw(raw).canonical();
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entries.push((canonical.raw(), chunk_id as u32, rank as u8));
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}
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}
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let n = entries.len();
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if n == 0 {
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fs::File::create(out_dir.join(EVIDENCE_FILE))?;
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fs::File::create(out_dir.join(COUNTS_FILE))?;
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let mphf = fmph::Function::new(Vec::<u64>::new());
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mphf.write(&mut BufWriter::new(fs::File::create(out_dir.join(MPHF_FILE))?))?;
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return Ok(0);
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}
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let keys: Vec<u64> = entries.iter().map(|(k, _, _)| *k).collect();
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let mphf = fmph::Function::new(keys);
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mphf.write(&mut BufWriter::new(fs::File::create(out_dir.join(MPHF_FILE))?))?;
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let mut ev = EvidenceWriter::new(n);
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let mut cnt = CountsWriter::new(n);
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for (key, chunk_id, rank) in &entries {
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let slot = mphf.get(key).unwrap() as usize;
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ev.set(slot, *chunk_id, *rank);
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let kmer = CanonicalKmer::from_raw_unchecked(*key);
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cnt.set(slot, count_of(kmer));
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}
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ev.write(&out_dir.join(EVIDENCE_FILE))?;
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cnt.write(&out_dir.join(COUNTS_FILE))?;
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Ok(n)
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}
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/// Convenience variant of `build` that accepts a `HashMap`.
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pub fn build_from_map(
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out_dir: &Path,
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counts: &HashMap<CanonicalKmer, u32>,
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) -> OLMResult<usize> {
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Self::build(out_dir, |kmer| counts.get(&kmer).copied().unwrap_or(0))
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}
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/// Return a `UnitigFileWriter` targeting this layer's `unitigs.bin`.
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/// The caller writes unitigs, then calls `Layer::build` to finish the layer.
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pub fn unitig_writer(out_dir: &Path) -> OLMResult<UnitigFileWriter> {
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fs::create_dir_all(out_dir)?;
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Ok(UnitigFileWriter::create(&out_dir.join(UNITIGS_FILE))?)
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}
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}
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#[cfg(test)]
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#[path = "tests/layer.rs"]
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mod tests;
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@@ -0,0 +1,10 @@
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pub mod counts;
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pub mod error;
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pub mod evidence;
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pub mod layer;
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pub mod map;
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pub mod meta;
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pub use error::{OLMError, OLMResult};
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pub use layer::{Hit, Layer};
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pub use map::LayeredMap;
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@@ -0,0 +1,94 @@
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use std::collections::HashMap;
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use std::fs;
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use std::path::{Path, PathBuf};
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use obikseq::CanonicalKmer;
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use obiskio::UnitigFileWriter;
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use crate::error::OLMResult;
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use crate::layer::{Hit, Layer};
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use crate::meta::PartitionMeta;
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/// Layered kmer index for a single partition.
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///
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/// Each layer covers a disjoint kmer set. Queries probe layers in order;
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/// the first match wins. Adding a dataset appends a new layer without
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/// rebuilding existing ones.
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pub struct LayeredMap {
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root: PathBuf,
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meta: PartitionMeta,
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layers: Vec<Layer>,
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}
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impl LayeredMap {
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/// Open an existing layered index at `root`.
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pub fn open(root: &Path) -> OLMResult<Self> {
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let meta = PartitionMeta::load(root)?;
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let layers = (0..meta.n_layers)
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.map(|i| Layer::open(&layer_dir(root, i)))
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.collect::<OLMResult<Vec<_>>>()?;
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Ok(Self { root: root.to_owned(), meta, layers })
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}
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/// Create a new, empty layered index at `root`.
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pub fn create(root: &Path) -> OLMResult<Self> {
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fs::create_dir_all(root)?;
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let meta = PartitionMeta::new();
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meta.save(root)?;
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Ok(Self { root: root.to_owned(), meta, layers: Vec::new() })
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}
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pub fn n_layers(&self) -> usize {
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self.layers.len()
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}
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pub fn layer(&self, i: usize) -> &Layer {
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&self.layers[i]
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}
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/// Query `kmer` across all layers. Returns `(layer_index, Hit)` on match.
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pub fn query(&self, kmer: CanonicalKmer) -> Option<(usize, Hit)> {
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self.layers.iter().enumerate().find_map(|(i, layer)| {
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layer.query(kmer).map(|hit| (i, hit))
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})
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}
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/// Return a `UnitigFileWriter` for the next layer to be built.
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/// The caller writes unitigs, calls `.close()` on the writer,
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/// then calls `push_layer` to finish.
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pub fn next_layer_writer(&self) -> OLMResult<UnitigFileWriter> {
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let dir = layer_dir(&self.root, self.layers.len());
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Layer::unitig_writer(&dir)
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}
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/// Build and append the next layer from a count closure.
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/// Unitigs must already have been written via `next_layer_writer`.
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pub fn push_layer(
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&mut self,
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count_of: impl Fn(CanonicalKmer) -> u32,
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) -> OLMResult<usize> {
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let i = self.layers.len();
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let dir = layer_dir(&self.root, i);
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Layer::build(&dir, count_of)?;
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self.layers.push(Layer::open(&dir)?);
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self.meta.n_layers = self.layers.len();
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self.meta.save(&self.root)?;
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Ok(i)
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}
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/// Convenience variant of `push_layer` that accepts a `HashMap`.
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pub fn push_layer_from_map(
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&mut self,
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counts: &HashMap<CanonicalKmer, u32>,
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) -> OLMResult<usize> {
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self.push_layer(|kmer| counts.get(&kmer).copied().unwrap_or(0))
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}
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}
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|
||||
fn layer_dir(root: &Path, i: usize) -> PathBuf {
|
||||
root.join(format!("layer_{i}"))
|
||||
}
|
||||
|
||||
#[cfg(test)]
|
||||
#[path = "tests/map.rs"]
|
||||
mod tests;
|
||||
@@ -0,0 +1,34 @@
|
||||
use std::fs::File;
|
||||
use std::path::Path;
|
||||
|
||||
use serde::{Deserialize, Serialize};
|
||||
|
||||
use crate::error::OLMResult;
|
||||
|
||||
const META_FILE: &str = "meta.json";
|
||||
|
||||
#[derive(Debug, Clone, Serialize, Deserialize)]
|
||||
pub struct PartitionMeta {
|
||||
pub n_layers: usize,
|
||||
}
|
||||
|
||||
impl PartitionMeta {
|
||||
pub fn new() -> Self {
|
||||
Self { n_layers: 0 }
|
||||
}
|
||||
|
||||
pub fn load(dir: &Path) -> OLMResult<Self> {
|
||||
let f = File::open(dir.join(META_FILE))?;
|
||||
Ok(serde_json::from_reader(f)?)
|
||||
}
|
||||
|
||||
pub fn save(&self, dir: &Path) -> OLMResult<()> {
|
||||
let f = File::create(dir.join(META_FILE))?;
|
||||
serde_json::to_writer_pretty(f, self)?;
|
||||
Ok(())
|
||||
}
|
||||
}
|
||||
|
||||
impl Default for PartitionMeta {
|
||||
fn default() -> Self { Self::new() }
|
||||
}
|
||||
@@ -0,0 +1,77 @@
|
||||
use super::*;
|
||||
use obikseq::{set_k, Unitig};
|
||||
use tempfile::tempdir;
|
||||
|
||||
fn write_unitigs(dir: &Path, seqs: &[&[u8]]) {
|
||||
let mut w = UnitigFileWriter::create(&dir.join(UNITIGS_FILE)).unwrap();
|
||||
for s in seqs {
|
||||
w.write(&Unitig::from_ascii(s)).unwrap();
|
||||
}
|
||||
w.close().unwrap();
|
||||
}
|
||||
|
||||
fn all_canonical_kmers(dir: &Path, k: usize) -> Vec<CanonicalKmer> {
|
||||
let r = UnitigFileReader::open(&dir.join(UNITIGS_FILE)).unwrap();
|
||||
let mut out = Vec::new();
|
||||
for ci in 0..r.len() {
|
||||
let n = r.seql(ci) - k + 1;
|
||||
for rank in 0..n {
|
||||
out.push(Kmer::from_raw(r.raw_kmer(ci, rank)).canonical());
|
||||
}
|
||||
}
|
||||
out
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn build_and_query_all_kmers_found() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
write_unitigs(dir.path(), &[b"AAAACGT"]);
|
||||
let kmers = all_canonical_kmers(dir.path(), 4);
|
||||
Layer::build(dir.path(), |_| 1).unwrap();
|
||||
let layer = Layer::open(dir.path()).unwrap();
|
||||
for kmer in kmers {
|
||||
assert!(layer.query(kmer).is_some(), "kmer should be present");
|
||||
}
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn counts_are_stored_and_retrieved() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
write_unitigs(dir.path(), &[b"AAAACGT"]);
|
||||
let kmers = all_canonical_kmers(dir.path(), 4);
|
||||
let count_map: HashMap<CanonicalKmer, u32> =
|
||||
kmers.iter().enumerate().map(|(i, &k)| (k, i as u32 + 1)).collect();
|
||||
Layer::build(dir.path(), |kmer| count_map.get(&kmer).copied().unwrap_or(0)).unwrap();
|
||||
let layer = Layer::open(dir.path()).unwrap();
|
||||
for kmer in &kmers {
|
||||
let hit = layer.query(*kmer).expect("kmer must be present");
|
||||
assert_eq!(hit.count, count_map[kmer]);
|
||||
}
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn query_absent_returns_none() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
write_unitigs(dir.path(), &[b"AAAACGT"]);
|
||||
Layer::build(dir.path(), |_| 1).unwrap();
|
||||
let layer = Layer::open(dir.path()).unwrap();
|
||||
let absent = Kmer::from_ascii(b"CCCC").unwrap().canonical();
|
||||
assert!(layer.query(absent).is_none());
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn open_after_build_is_consistent() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
// "AAAACGT": 7 nucl → 4 kmers, all with distinct canonical forms
|
||||
write_unitigs(dir.path(), &[b"AAAACGT"]);
|
||||
let n = Layer::build(dir.path(), |_| 7).unwrap();
|
||||
assert_eq!(n, 4);
|
||||
let layer = Layer::open(dir.path()).unwrap();
|
||||
let kmer = Kmer::from_ascii(b"AAAA").unwrap().canonical();
|
||||
let hit = layer.query(kmer).expect("AAAA must be present");
|
||||
assert_eq!(hit.count, 7);
|
||||
}
|
||||
@@ -0,0 +1,100 @@
|
||||
use super::*;
|
||||
use obikseq::{set_k, Sequence as _, Unitig};
|
||||
use tempfile::tempdir;
|
||||
|
||||
fn push_unitigs_and_layer(
|
||||
map: &mut LayeredMap,
|
||||
seqs: &[&[u8]],
|
||||
count: u32,
|
||||
) {
|
||||
let mut w = map.next_layer_writer().unwrap();
|
||||
for s in seqs {
|
||||
w.write(&Unitig::from_ascii(s)).unwrap();
|
||||
}
|
||||
w.close().unwrap();
|
||||
map.push_layer(|_| count).unwrap();
|
||||
}
|
||||
|
||||
fn canonical(ascii: &[u8]) -> CanonicalKmer {
|
||||
obikseq::Kmer::from_ascii(ascii).unwrap().canonical()
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn create_empty_map() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
let map = LayeredMap::create(dir.path()).unwrap();
|
||||
assert_eq!(map.n_layers(), 0);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn open_reloads_layer_count() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
{
|
||||
let mut map = LayeredMap::create(dir.path()).unwrap();
|
||||
push_unitigs_and_layer(&mut map, &[b"AAAACGT"], 1);
|
||||
}
|
||||
let map = LayeredMap::open(dir.path()).unwrap();
|
||||
assert_eq!(map.n_layers(), 1);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn query_finds_kmer_in_layer_zero() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
let mut map = LayeredMap::create(dir.path()).unwrap();
|
||||
push_unitigs_and_layer(&mut map, &[b"AAAACGT"], 3);
|
||||
let kmer = canonical(b"AAAC");
|
||||
let (layer_idx, hit) = map.query(kmer).expect("kmer must be found");
|
||||
assert_eq!(layer_idx, 0);
|
||||
assert_eq!(hit.count, 3);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn query_finds_kmer_in_correct_layer() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
let mut map = LayeredMap::create(dir.path()).unwrap();
|
||||
// Layer 0: AAAACGT
|
||||
push_unitigs_and_layer(&mut map, &[b"AAAACGT"], 1);
|
||||
// Layer 1: GGGACGT (no kmer overlap with layer 0 by construction)
|
||||
push_unitigs_and_layer(&mut map, &[b"GGGACGT"], 2);
|
||||
assert_eq!(map.n_layers(), 2);
|
||||
|
||||
// AAAA is in layer 0
|
||||
let (li, hit) = map.query(canonical(b"AAAA")).expect("AAAA must be found");
|
||||
assert_eq!(li, 0);
|
||||
assert_eq!(hit.count, 1);
|
||||
|
||||
// GGGA is in layer 1
|
||||
let (li, hit) = map.query(canonical(b"GGGA")).expect("GGGA must be found");
|
||||
assert_eq!(li, 1);
|
||||
assert_eq!(hit.count, 2);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn query_absent_returns_none() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
let mut map = LayeredMap::create(dir.path()).unwrap();
|
||||
push_unitigs_and_layer(&mut map, &[b"AAAACGT"], 1);
|
||||
let absent = canonical(b"CCCC");
|
||||
assert!(map.query(absent).is_none());
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn push_layer_from_map_convenience() {
|
||||
set_k(4);
|
||||
let dir = tempdir().unwrap();
|
||||
let mut map = LayeredMap::create(dir.path()).unwrap();
|
||||
let mut w = map.next_layer_writer().unwrap();
|
||||
w.write(&Unitig::from_ascii(b"AAAACGT")).unwrap();
|
||||
w.close().unwrap();
|
||||
let counts: HashMap<CanonicalKmer, u32> = vec![
|
||||
(canonical(b"AAAA"), 10u32),
|
||||
].into_iter().collect();
|
||||
map.push_layer_from_map(&counts).unwrap();
|
||||
let (_, hit) = map.query(canonical(b"AAAA")).unwrap();
|
||||
assert_eq!(hit.count, 10);
|
||||
}
|
||||
Reference in New Issue
Block a user