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https://github.com/meilisearch/meilisearch.git
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retrieve update status
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156
src/data/search.rs
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156
src/data/search.rs
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@ -0,0 +1,156 @@
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use std::borrow::Cow;
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use std::collections::HashSet;
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use std::mem;
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use std::time::Instant;
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use serde_json::{Value, Map};
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use serde::{Deserialize, Serialize};
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use milli::{SearchResult as Results, obkv_to_json};
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use meilisearch_tokenizer::{Analyzer, AnalyzerConfig};
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use super::Data;
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const DEFAULT_SEARCH_LIMIT: usize = 20;
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#[derive(Deserialize)]
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#[serde(rename_all = "camelCase", deny_unknown_fields)]
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#[allow(dead_code)]
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pub struct SearchQuery {
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q: Option<String>,
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offset: Option<usize>,
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limit: Option<usize>,
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attributes_to_retrieve: Option<Vec<String>>,
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attributes_to_crop: Option<Vec<String>>,
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crop_length: Option<usize>,
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attributes_to_highlight: Option<Vec<String>>,
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filters: Option<String>,
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matches: Option<bool>,
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facet_filters: Option<Value>,
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facets_distribution: Option<Vec<String>>,
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}
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#[derive(Serialize)]
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#[serde(rename_all = "camelCase")]
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pub struct SearchResult {
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hits: Vec<Map<String, Value>>,
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nb_hits: usize,
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query: String,
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limit: usize,
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offset: usize,
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processing_time_ms: u128,
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}
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struct Highlighter<'a, A> {
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analyzer: Analyzer<'a, A>,
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}
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impl<'a, A: AsRef<[u8]>> Highlighter<'a, A> {
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fn new(stop_words: &'a fst::Set<A>) -> Self {
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let analyzer = Analyzer::new(AnalyzerConfig::default_with_stopwords(stop_words));
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Self { analyzer }
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}
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fn highlight_value(&self, value: Value, words_to_highlight: &HashSet<String>) -> Value {
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match value {
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Value::Null => Value::Null,
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Value::Bool(boolean) => Value::Bool(boolean),
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Value::Number(number) => Value::Number(number),
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Value::String(old_string) => {
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let mut string = String::new();
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let analyzed = self.analyzer.analyze(&old_string);
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for (word, token) in analyzed.reconstruct() {
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if token.is_word() {
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let to_highlight = words_to_highlight.contains(token.text());
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if to_highlight { string.push_str("<mark>") }
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string.push_str(word);
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if to_highlight { string.push_str("</mark>") }
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} else {
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string.push_str(word);
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}
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}
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Value::String(string)
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},
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Value::Array(values) => {
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Value::Array(values.into_iter()
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.map(|v| self.highlight_value(v, words_to_highlight))
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.collect())
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},
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Value::Object(object) => {
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Value::Object(object.into_iter()
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.map(|(k, v)| (k, self.highlight_value(v, words_to_highlight)))
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.collect())
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},
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}
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}
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fn highlight_record(
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&self,
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object: &mut Map<String, Value>,
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words_to_highlight: &HashSet<String>,
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attributes_to_highlight: &HashSet<String>,
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) {
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// TODO do we need to create a string for element that are not and needs to be highlight?
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for (key, value) in object.iter_mut() {
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if attributes_to_highlight.contains(key) {
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let old_value = mem::take(value);
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*value = self.highlight_value(old_value, words_to_highlight);
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}
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}
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}
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}
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impl Data {
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pub fn search<S: AsRef<str>>(&self, _index: S, search_query: SearchQuery) -> anyhow::Result<SearchResult> {
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let start = Instant::now();
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let index = &self.indexes;
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let rtxn = index.read_txn()?;
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let mut search = index.search(&rtxn);
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if let Some(query) = &search_query.q {
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search.query(query);
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}
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if let Some(offset) = search_query.offset {
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search.offset(offset);
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}
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let limit = search_query.limit.unwrap_or(DEFAULT_SEARCH_LIMIT);
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search.limit(limit);
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let Results { found_words, documents_ids, nb_hits, .. } = search.execute().unwrap();
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let fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let displayed_fields = match index.displayed_fields(&rtxn).unwrap() {
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Some(fields) => Cow::Borrowed(fields),
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None => Cow::Owned(fields_ids_map.iter().map(|(id, _)| id).collect()),
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};
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let attributes_to_highlight = match search_query.attributes_to_highlight {
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Some(fields) => fields.iter().map(ToOwned::to_owned).collect(),
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None => HashSet::new(),
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};
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let stop_words = fst::Set::default();
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let highlighter = Highlighter::new(&stop_words);
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let mut documents = Vec::new();
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for (_id, obkv) in index.documents(&rtxn, documents_ids).unwrap() {
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let mut object = obkv_to_json(&displayed_fields, &fields_ids_map, obkv).unwrap();
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highlighter.highlight_record(&mut object, &found_words, &attributes_to_highlight);
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documents.push(object);
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}
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let processing_time_ms = start.elapsed().as_millis();
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let result = SearchResult {
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hits: documents,
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nb_hits,
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query: search_query.q.unwrap_or_default(),
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offset: search_query.offset.unwrap_or(0),
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limit,
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processing_time_ms,
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};
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Ok(result)
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}
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}
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