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suffix_array.rs
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306 lines (259 loc) · 9.33 KB
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use crate::error::Error;
use crate::genome::Genome;
use crate::index::packed_array::PackedArray;
/// Suffix array for genome indexing.
///
/// Stores positions in the genome (forward + reverse complement) sorted
/// by their suffixes, enabling fast exact match search.
#[derive(Clone)]
pub struct SuffixArray {
/// Packed array of suffix positions (with strand bit)
pub data: PackedArray,
/// Strand bit position (position where bit distinguishes forward/reverse)
pub gstrand_bit: u32,
/// Mask for extracting position (all bits below gstrand_bit)
pub gstrand_mask: u64,
}
impl SuffixArray {
/// Calculate GstrandBit from genome size.
///
/// Formula: max(32, floor(log2(nGenome)) + 1)
pub fn calculate_gstrand_bit(n_genome: u64) -> u32 {
if n_genome == 0 {
return 32;
}
let log2_bits = 64 - n_genome.leading_zeros();
u32::max(32, log2_bits)
}
/// Build suffix array from genome.
///
/// This is a simplified implementation that works for small genomes.
/// For production, STAR uses prefix bucketing and parallel sorting.
pub fn build(genome: &Genome) -> Result<Self, Error> {
let n_genome = genome.n_genome as usize;
let gstrand_bit = Self::calculate_gstrand_bit(genome.n_genome);
let gstrand_mask = (1u64 << gstrand_bit) - 1;
let word_length = gstrand_bit + 1;
// Create array of (position, is_reverse) tuples for all valid suffixes
let mut suffixes = Vec::new();
// Add forward strand suffixes
for i in 0..n_genome {
// Only include positions that start with a valid base (not padding)
if genome.sequence[i] < 5 {
suffixes.push((i as u64, false));
}
}
// Add reverse strand suffixes
for i in n_genome..(2 * n_genome) {
if genome.sequence[i] < 5 {
suffixes.push(((i - n_genome) as u64, true));
}
}
let sa_length = suffixes.len();
log::info!(
"Building suffix array with {sa_length} entries (gstrand_bit={gstrand_bit}, word_length={word_length})"
);
// Sort suffixes using custom comparator
suffixes.sort_by(|a, b| compare_suffixes(genome, a.0 as usize, a.1, b.0 as usize, b.1));
// Pack into PackedArray
let mut packed = PackedArray::new(word_length, sa_length);
let n2bit = 1u64 << gstrand_bit;
for (i, &(pos, is_reverse)) in suffixes.iter().enumerate() {
let packed_value = if is_reverse {
pos | n2bit // Set strand bit for reverse
} else {
pos
};
packed.write(i, packed_value);
}
Ok(SuffixArray {
data: packed,
gstrand_bit,
gstrand_mask,
})
}
/// Get the number of suffixes in the array.
pub fn len(&self) -> usize {
self.data.len()
}
/// Check if the suffix array is empty.
pub fn is_empty(&self) -> bool {
self.data.is_empty()
}
/// Decode a suffix array entry into (position, is_reverse).
pub fn decode(&self, sa_value: u64) -> (u64, bool) {
let is_reverse = (sa_value >> self.gstrand_bit) != 0;
let position = sa_value & self.gstrand_mask;
(position, is_reverse)
}
/// Read a suffix array entry.
pub fn get(&self, index: usize) -> u64 {
self.data.read(index)
}
}
/// Compare two suffixes for sorting.
///
/// Implements STAR's comparison logic:
/// - Compares up to 8-byte words at a time
/// - Stops at padding (value 5)
/// - Uses anti-stable sort when both hit padding at same depth
fn compare_suffixes(
genome: &Genome,
pos_a: usize,
reverse_a: bool,
pos_b: usize,
reverse_b: bool,
) -> std::cmp::Ordering {
use std::cmp::Ordering;
let n_genome = genome.n_genome as usize;
let sequence = &genome.sequence;
// Adjust positions for reverse complement
let start_a = if reverse_a { pos_a + n_genome } else { pos_a };
let start_b = if reverse_b { pos_b + n_genome } else { pos_b };
// Compare up to n_genome bytes. Padding (5) stops the comparison early
// in practice. Out-of-bounds (RC suffixes near the genome boundary) is
// treated as padding so those entries sort correctly rather than falling
// through to the position-only fallback.
let max_len = n_genome;
for offset in 0..max_len {
let idx_a = start_a + offset;
let idx_b = start_b + offset;
let byte_a = if idx_a < sequence.len() {
sequence[idx_a]
} else {
5
};
let byte_b = if idx_b < sequence.len() {
sequence[idx_b]
} else {
5
};
// Stop at padding (value 5) - this is STAR's sentinel
let is_padding_a = byte_a == 5;
let is_padding_b = byte_b == 5;
if is_padding_a && is_padding_b {
// Both hit padding at same depth — sort ascending by packed SA value
// (strand bit at position gstrand_bit, same as what's stored in the SA).
// For yeast (gstrand_bit=32): FW entries have packed_value = pos (no bit 32),
// RC entries have packed_value = pos | (1<<32). All FW entries therefore
// sort before all RC entries, matching STAR's tie-breaking behavior.
let packed_a = if reverse_a {
pos_a | (1usize << 32)
} else {
pos_a
};
let packed_b = if reverse_b {
pos_b | (1usize << 32)
} else {
pos_b
};
return packed_a.cmp(&packed_b);
}
if is_padding_a {
return Ordering::Greater; // Padding sorts after valid bases
}
if is_padding_b {
return Ordering::Less;
}
// Normal byte comparison
let byte_cmp = byte_a.cmp(&byte_b);
if byte_cmp != Ordering::Equal {
return byte_cmp;
}
}
// If we exhausted max_len, fall back to packed SA value comparison
let packed_a = if reverse_a {
pos_a | (1usize << 32)
} else {
pos_a
};
let packed_b = if reverse_b {
pos_b | (1usize << 32)
} else {
pos_b
};
packed_a.cmp(&packed_b)
}
#[cfg(test)]
mod tests {
use super::*;
use crate::params::Parameters;
use clap::Parser;
use std::io::Write;
use tempfile::NamedTempFile;
fn make_test_genome(sequence: &str, bin_nbits: u32) -> Genome {
let mut file = NamedTempFile::new().unwrap();
writeln!(file, ">test").unwrap();
writeln!(file, "{sequence}").unwrap();
let bin_nbits_str = bin_nbits.to_string();
let args = vec![
"rustar-aligner",
"--runMode",
"genomeGenerate",
"--genomeFastaFiles",
file.path().to_str().unwrap(),
"--genomeChrBinNbits",
&bin_nbits_str,
];
let params = Parameters::parse_from(args);
Genome::from_fasta(¶ms).unwrap()
}
#[test]
fn gstrand_bit_calculation() {
assert_eq!(SuffixArray::calculate_gstrand_bit(0), 32);
assert_eq!(SuffixArray::calculate_gstrand_bit(1), 32);
assert_eq!(SuffixArray::calculate_gstrand_bit(1000), 32);
assert_eq!(SuffixArray::calculate_gstrand_bit(1u64 << 32), 33);
assert_eq!(SuffixArray::calculate_gstrand_bit(1u64 << 33), 34);
}
#[test]
fn build_small_genome() {
let genome = make_test_genome("ACGT", 2);
let sa = SuffixArray::build(&genome).unwrap();
// Should have suffixes for forward + reverse (excluding padding)
assert!(!sa.is_empty());
assert_eq!(sa.gstrand_bit, 32); // Small genome
}
#[test]
fn decode_sa_entry() {
let genome = make_test_genome("ACGT", 2);
let sa = SuffixArray::build(&genome).unwrap();
// Read first entry and decode
let entry = sa.get(0);
let (pos, _is_reverse) = sa.decode(entry);
// Position should be valid
assert!(pos < genome.n_genome);
}
#[test]
fn suffix_sorting() {
// Simple test: "AAB" should sort as A, AA, AAB, B
let genome = make_test_genome("AAB", 2);
let sa = SuffixArray::build(&genome).unwrap();
// Verify we have entries
assert!(!sa.is_empty());
// The lexicographically first suffix should start with the smallest base
let first_entry = sa.get(0);
let (first_pos, _) = sa.decode(first_entry);
let first_base = genome.sequence[first_pos as usize];
// In "AAB", the first suffix lexicographically is "A" (from pos 0 or 1)
assert!(first_base == 0); // A
}
#[test]
fn reverse_complement_included() {
let genome = make_test_genome("ACGT", 2);
let sa = SuffixArray::build(&genome).unwrap();
let mut has_forward = false;
let mut has_reverse = false;
for i in 0..sa.len() {
let entry = sa.get(i);
let (_, is_reverse) = sa.decode(entry);
if is_reverse {
has_reverse = true;
} else {
has_forward = true;
}
}
assert!(has_forward, "SA should include forward strand suffixes");
assert!(has_reverse, "SA should include reverse strand suffixes");
}
}