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//!
//! This module is responsible for searching the PLACE database.
use crate::db::IUPAC_MAP;
use crate::io::{RecordDesc, SearchResult};
use crate::place_desc::SeqDesc;
use crate::{db::PLACE_DB, io::SearchedDesc};
use rayon::prelude::*;
use std::sync::Mutex;
pub struct Search;
impl Search {
/// The function is to search element in PLACE database,
/// by input your query string that is fasta format.
///
/// When there's multiple sequences in the query,
/// The function will run multiple threads to increase the speed.
///
pub fn search_elements(
query: &[RecordDesc],
) -> Result<Vec<SearchResult>, Box<dyn std::error::Error>> {
let mut res_p: Vec<SearchResult> = Vec::new();
// not gonna use rayon as it's a overhead for small data.
query
.iter()
.for_each(|seq| match Self::search_elements_single_seq(&seq) {
Ok(r) => {
res_p.extend(r);
}
Err(e) => {
println!("Error: {}", e);
}
});
let res = res_p.to_owned();
Ok(res)
}
/// The function is to search on 1 sequence.
pub fn search_elements_single_seq(
query: &RecordDesc,
) -> Result<Vec<SearchResult>, Box<dyn std::error::Error>> {
let mut searched: Vec<SearchedDesc> = vec![];
let pre_size = query.len() / 5;
let res_exact = Self::search_element_exact(query, pre_size)?;
let res_iupac = Self::search_element_iupac(query, pre_size)?;
searched.extend(res_exact);
searched.extend(res_iupac);
searched.sort_unstable_by(|a, b| a.q_start.cmp(&b.q_start));
let total = vec![SearchResult::new(
&query.id(), // id
searched, // search results
)];
Ok(total)
}
/// Search element by exact match with KMP algorithm.
fn search_element_exact(
query: &RecordDesc,
presize: usize,
) -> Result<Vec<SearchedDesc>, Box<dyn std::error::Error>> {
let seqs = &PLACE_DB.seq_desc.exact;
let descs = Mutex::new(Vec::with_capacity(presize));
// Search the forward sequence
seqs.par_iter().for_each(|pattern| {
let matches = Self::kmp_search(&query.seq(), &pattern.sq);
let mut partial_descs = Vec::with_capacity(matches.len());
for &start in &matches {
let end = start + pattern.sq.len();
let searched = SearchedDesc::new(
&query.id(), // id
start + 1, // start position (1-based)
end + 1, // end position (1-based)
1, // sequence direction
&pattern.id, // element id
pattern.sq.len(), // element length
&pattern.sq, // element sequence
&pattern.ac, // element accession number
&pattern.de, // element description
);
partial_descs.push(searched);
}
descs.lock().unwrap().extend(partial_descs);
});
// Search the reverse complement sequence
let reverse = Self::reverse_complement(&query.seq());
seqs.par_iter().for_each(|pattern| {
let matches = Self::kmp_search(&reverse, &pattern.sq);
let mut partial_descs = Vec::with_capacity(matches.len());
for &start in &matches {
let end = start + pattern.sq.len();
let searched = SearchedDesc::new(
&query.id(), // id
query.len() + 1 - end, // start position
query.len() + 1 - start, // end position
0, // sequence direction
&pattern.id, // element id
pattern.sq.len(), // element length
&pattern.sq, // element sequence
&pattern.ac, // element accession number
&pattern.de, // element description
);
partial_descs.push(searched);
}
descs.lock().unwrap().extend(partial_descs);
});
Ok(descs.into_inner().unwrap())
}
/// Search element by IUPAC match with KMP-based pattern matching.
fn search_element_iupac(
query: &RecordDesc,
presize: usize,
) -> Result<Vec<SearchedDesc>, Box<dyn std::error::Error>> {
let seqs = &PLACE_DB.seq_desc.iupac;
let descs = Mutex::new(Vec::with_capacity(presize));
seqs.par_iter().for_each(|pattern| {
// Search the forward sequence
let matches = Self::kmp_search_with_iupac(&query.seq(), &pattern.sq);
let mut partial_descs = Vec::with_capacity(matches.len());
for &start in &matches {
let end = start + pattern.sq.len();
let searched = SearchedDesc::new(
&query.id(), // id
start + 1, // start position (1-based)
end + 1, // end position (1-based)
1, // sequence direction
&pattern.id, // element id
pattern.sq.len(), // element length
&pattern.sq, // element sequence
&pattern.ac, // element accession number
&pattern.de, // element description
);
partial_descs.push(searched);
}
descs.lock().unwrap().extend(partial_descs);
});
seqs.par_iter().for_each(|pattern| {
// Search the reverse complement sequence
let reverse = Self::reverse_complement(&query.seq());
let matches = Self::kmp_search_with_iupac(&reverse, &pattern.sq);
let mut partial_descs = Vec::with_capacity(matches.len());
for &start in &matches {
let end = start + pattern.sq.len();
let searched = SearchedDesc::new(
&query.id(), // id
query.len() + 1 - end, // start position
query.len() + 1 - start, // end position
0, // sequence direction
&pattern.id, // element id
pattern.sq.len(), // element length
&pattern.sq, // element sequence
&pattern.ac, // element accession number
&pattern.de, // element description
);
partial_descs.push(searched);
}
descs.lock().unwrap().extend(partial_descs);
});
Ok(descs.into_inner().unwrap())
}
/// Query elements by ID.
pub fn query_elements_by_id(query: &[&str]) -> Vec<Option<SeqDesc>> {
let map = &PLACE_DB.seq_index.id_index;
let mut elements = Vec::new();
for &id in query {
if let Some(&index) = map.get(id) {
elements.push(Some(PLACE_DB.seq_desc.all[index].clone()));
} else {
elements.push(None);
}
}
elements
}
/// Query elements by AC.
pub fn query_elements_by_ac(query: &[&str]) -> Vec<Option<SeqDesc>> {
println!("{:?}", query);
let map = &PLACE_DB.seq_index.ac_index;
let mut elements = Vec::new();
for &ac in query {
if let Some(&index) = map.get(ac) {
elements.push(Some(PLACE_DB.seq_desc.all[index].clone()));
} else {
elements.push(None);
}
}
elements
}
}
/// KMP Algorithm
impl Search {
/// Compute the longest prefix-suffix (LPS) array
fn compute_lps(pattern: &str) -> Vec<usize> {
let chars: Vec<char> = pattern.chars().collect();
let n = chars.len();
let mut lps = vec![0; n];
let mut len = 0;
let mut i = 1;
while i < n {
if chars[i] == chars[len] {
len += 1;
lps[i] = len;
i += 1;
} else {
if len != 0 {
len = lps[len - 1];
} else {
lps[i] = 0;
i += 1;
}
}
}
lps
}
/// KMP search algorithm
fn kmp_search(text: &str, pattern: &str) -> Vec<usize> {
let mut matches = Vec::new();
if pattern.is_empty() {
return matches;
}
let text_chars: Vec<char> = text.chars().collect();
let pattern_chars: Vec<char> = pattern.chars().collect();
let n = text_chars.len();
let m = pattern_chars.len();
if m > n {
return matches;
}
let lps = Self::compute_lps(pattern);
let mut i = 0; // Text pointer
let mut j = 0; // Pattern pointer
while i < n {
if pattern_chars[j] == text_chars[i] {
i += 1;
j += 1;
}
if j == m {
matches.push(i - j);
j = lps[j - 1];
} else if i < n && pattern_chars[j] != text_chars[i] {
if j != 0 {
j = lps[j - 1];
} else {
i += 1;
}
}
}
matches
}
/// KMP search algorithm with IUPAC support
fn kmp_search_with_iupac(text: &str, pattern: &str) -> Vec<usize> {
let mut matches = Vec::new();
if pattern.is_empty() {
return matches;
}
let text_chars: Vec<char> = text.chars().collect();
let pattern_chars: Vec<char> = pattern.chars().collect();
let n = text_chars.len();
let m = pattern_chars.len();
if m > n {
return matches;
}
// Check if the pattern matches
'outer: for i in 0..=n - m {
for j in 0..m {
if !Self::is_iupac_match(text_chars[i + j], pattern_chars[j]) {
continue 'outer;
}
}
matches.push(i);
}
matches
}
}
/// Tool functions
impl Search {
/// Check if a character in the text matches the IUPAC pattern
fn is_iupac_match(text_char: char, pattern_char: char) -> bool {
if pattern_char == text_char {
return true;
}
if let Some(pattern) = IUPAC_MAP.get(&pattern_char) {
let regex_pattern = pattern.to_string();
if regex_pattern.len() == 1 {
return regex_pattern.chars().next().unwrap() == text_char;
} else {
let mut chars_inside_brackets = regex_pattern
.trim_start_matches('[')
.trim_end_matches(']')
.chars();
return chars_inside_brackets.any(|c| c == text_char);
}
}
false
}
/// Get reverse complement chain
fn reverse_complement(query: &str) -> String {
let mut rev_comp = String::with_capacity(query.len());
for c in query.chars().rev() {
match c {
'A' => rev_comp.push('T'),
'T' => rev_comp.push('A'),
'C' => rev_comp.push('G'),
'G' => rev_comp.push('C'),
_ => rev_comp.push(c),
}
}
rev_comp
}
}