use std::ops::{Deref, Range}; use std::{mem, vec, str}; use std::error::Error; use std::hash::Hash; use ::rocksdb::rocksdb::{DB, Snapshot}; use group_by::GroupByMut; use hashbrown::HashMap; use fst::Streamer; use crate::automaton::{self, DfaExt, AutomatonExt}; use crate::rank::criterion::{self, Criterion}; use crate::rank::distinct_map::DistinctMap; use crate::database::retrieve_data_index; use crate::blob::PositiveBlob; use crate::{Match, DocumentId}; use crate::rank::Document; fn clamp_range(range: Range, big: Range) -> Range { Range { start: range.start.min(big.end).max(big.start), end: range.end.min(big.end).max(big.start), } } fn split_whitespace_automatons(query: &str) -> Vec { let mut automatons = Vec::new(); for query in query.split_whitespace().map(str::to_lowercase) { let lev = automaton::build_prefix_dfa(&query); automatons.push(lev); } automatons } pub struct QueryBuilder, C> { snapshot: Snapshot, blob: PositiveBlob, criteria: Vec, } impl> QueryBuilder> { pub fn new(snapshot: Snapshot) -> Result> { QueryBuilder::with_criteria(snapshot, criterion::default()) } } impl QueryBuilder where T: Deref, { pub fn with_criteria(snapshot: Snapshot, criteria: Vec) -> Result> { let blob = retrieve_data_index(&snapshot)?; Ok(QueryBuilder { snapshot, blob, criteria }) } pub fn criteria(&mut self, criteria: Vec) -> &mut Self { self.criteria = criteria; self } pub fn with_distinct(self, function: F, size: usize) -> DistinctQueryBuilder { DistinctQueryBuilder { inner: self, function: function, size: size } } fn query_all(&self, query: &str) -> Vec { let automatons = split_whitespace_automatons(query); let mut stream = { let mut op_builder = fst::map::OpBuilder::new(); for automaton in &automatons { let stream = self.blob.as_map().search(automaton); op_builder.push(stream); } op_builder.union() }; let mut matches = HashMap::new(); while let Some((input, indexed_values)) = stream.next() { for iv in indexed_values { let automaton = &automatons[iv.index]; let distance = automaton.eval(input).to_u8(); let is_exact = distance == 0 && input.len() == automaton.query_len(); let doc_indexes = self.blob.as_indexes(); let doc_indexes = &doc_indexes[iv.value as usize]; for doc_index in doc_indexes { let match_ = Match { query_index: iv.index as u32, distance: distance, attribute: doc_index.attribute, attribute_index: doc_index.attribute_index, is_exact: is_exact, }; matches.entry(doc_index.document_id).or_insert_with(Vec::new).push(match_); } } } matches.into_iter().map(|(id, matches)| Document::from_matches(id, matches)).collect() } } impl QueryBuilder where T: Deref, C: Criterion, { pub fn query(&self, query: &str, limit: usize) -> Vec { let mut documents = self.query_all(query); let mut groups = vec![documents.as_mut_slice()]; 'group: for criterion in &self.criteria { let tmp_groups = mem::replace(&mut groups, Vec::new()); let mut computed = 0; for group in tmp_groups { group.sort_unstable_by(|a, b| criterion.evaluate(a, b)); for group in GroupByMut::new(group, |a, b| criterion.eq(a, b)) { computed += group.len(); groups.push(group); if computed >= limit { break 'group } } } } documents.truncate(limit); documents } } pub struct DistinctQueryBuilder, F, C> { inner: QueryBuilder, function: F, size: usize, } pub struct DocDatabase; impl, F, K, C> DistinctQueryBuilder where T: Deref, F: Fn(DocumentId, &DocDatabase) -> Option, K: Hash + Eq, C: Criterion, { pub fn query(&self, query: &str, range: Range) -> Vec { let mut documents = self.inner.query_all(query); let mut groups = vec![documents.as_mut_slice()]; for criterion in &self.inner.criteria { let tmp_groups = mem::replace(&mut groups, Vec::new()); for group in tmp_groups { group.sort_unstable_by(|a, b| criterion.evaluate(a, b)); for group in GroupByMut::new(group, |a, b| criterion.eq(a, b)) { groups.push(group); } } } let doc_database = DocDatabase; let mut out_documents = Vec::with_capacity(range.len()); let mut seen = DistinctMap::new(self.size); for document in documents { let accepted = match (self.function)(document.id, &doc_database) { Some(key) => seen.digest(key), None => seen.accept_without_key(), }; if accepted { if seen.len() == range.end { break } if seen.len() >= range.start { out_documents.push(document); } } } out_documents } }