657 lines
22 KiB
Rust
657 lines
22 KiB
Rust
use std::cmp::min;
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use std::collections::{BTreeMap, BTreeSet, HashSet};
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use std::str::FromStr;
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use std::time::Instant;
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use either::Either;
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use milli::tokenizer::TokenizerBuilder;
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use milli::{
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AscDesc, FieldId, FieldsIdsMap, Filter, FormatOptions, MatchBounds, MatcherBuilder, SortError,
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DEFAULT_VALUES_PER_FACET,
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};
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use regex::Regex;
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use serde::{Deserialize, Serialize};
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use serde_json::{json, Value};
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use crate::index::error::FacetError;
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use super::error::{IndexError, Result};
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use super::index::Index;
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pub type Document = serde_json::Map<String, Value>;
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type MatchesPosition = BTreeMap<String, Vec<MatchBounds>>;
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pub const DEFAULT_SEARCH_LIMIT: fn() -> usize = || 20;
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pub const DEFAULT_CROP_LENGTH: fn() -> usize = || 10;
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pub const DEFAULT_CROP_MARKER: fn() -> String = || "…".to_string();
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pub const DEFAULT_HIGHLIGHT_PRE_TAG: fn() -> String = || "<em>".to_string();
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pub const DEFAULT_HIGHLIGHT_POST_TAG: fn() -> String = || "</em>".to_string();
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/// The maximimum number of results that the engine
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/// will be able to return in one search call.
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pub const HARD_RESULT_LIMIT: usize = 1000;
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#[derive(Deserialize, Debug, Clone, PartialEq)]
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#[serde(rename_all = "camelCase", deny_unknown_fields)]
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pub struct SearchQuery {
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pub q: Option<String>,
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pub offset: Option<usize>,
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#[serde(default = "DEFAULT_SEARCH_LIMIT")]
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pub limit: usize,
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pub attributes_to_retrieve: Option<BTreeSet<String>>,
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pub attributes_to_crop: Option<Vec<String>>,
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#[serde(default = "DEFAULT_CROP_LENGTH")]
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pub crop_length: usize,
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pub attributes_to_highlight: Option<HashSet<String>>,
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// Default to false
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#[serde(default = "Default::default")]
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pub show_matches_position: bool,
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pub filter: Option<Value>,
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pub sort: Option<Vec<String>>,
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pub facets: Option<Vec<String>>,
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#[serde(default = "DEFAULT_HIGHLIGHT_PRE_TAG")]
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pub highlight_pre_tag: String,
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#[serde(default = "DEFAULT_HIGHLIGHT_POST_TAG")]
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pub highlight_post_tag: String,
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#[serde(default = "DEFAULT_CROP_MARKER")]
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pub crop_marker: String,
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}
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#[derive(Debug, Clone, Serialize, PartialEq)]
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pub struct SearchHit {
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#[serde(flatten)]
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pub document: Document,
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#[serde(rename = "_formatted", skip_serializing_if = "Document::is_empty")]
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pub formatted: Document,
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#[serde(rename = "_matchesPosition", skip_serializing_if = "Option::is_none")]
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pub matches_position: Option<MatchesPosition>,
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}
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#[derive(Serialize, Debug, Clone, PartialEq)]
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#[serde(rename_all = "camelCase")]
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pub struct SearchResult {
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pub hits: Vec<SearchHit>,
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pub estimated_total_hits: u64,
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pub query: String,
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pub limit: usize,
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pub offset: usize,
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pub processing_time_ms: u128,
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#[serde(skip_serializing_if = "Option::is_none")]
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pub facet_distribution: Option<BTreeMap<String, BTreeMap<String, u64>>>,
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}
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impl Index {
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pub fn perform_search(&self, query: SearchQuery) -> Result<SearchResult> {
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let before_search = Instant::now();
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let rtxn = self.read_txn()?;
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let mut search = self.search(&rtxn);
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if let Some(ref query) = query.q {
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search.query(query);
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}
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// Make sure that a user can't get more documents than the hard limit,
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// we align that on the offset too.
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let offset = min(query.offset.unwrap_or(0), HARD_RESULT_LIMIT);
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let limit = min(query.limit, HARD_RESULT_LIMIT.saturating_sub(offset));
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search.offset(offset);
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search.limit(limit);
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if let Some(ref filter) = query.filter {
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if let Some(facets) = parse_filter(filter)? {
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search.filter(facets);
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}
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}
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if let Some(ref sort) = query.sort {
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let sort = match sort.iter().map(|s| AscDesc::from_str(s)).collect() {
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Ok(sorts) => sorts,
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Err(asc_desc_error) => {
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return Err(IndexError::Milli(SortError::from(asc_desc_error).into()))
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}
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};
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search.sort_criteria(sort);
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}
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let milli::SearchResult {
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documents_ids,
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matching_words,
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candidates,
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..
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} = search.execute()?;
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let fields_ids_map = self.fields_ids_map(&rtxn).unwrap();
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let displayed_ids = self
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.displayed_fields_ids(&rtxn)?
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.map(|fields| fields.into_iter().collect::<BTreeSet<_>>())
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.unwrap_or_else(|| fields_ids_map.iter().map(|(id, _)| id).collect());
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let fids = |attrs: &BTreeSet<String>| {
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let mut ids = BTreeSet::new();
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for attr in attrs {
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if attr == "*" {
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ids = displayed_ids.clone();
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break;
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}
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if let Some(id) = fields_ids_map.id(attr) {
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ids.insert(id);
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}
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}
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ids
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};
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// The attributes to retrieve are the ones explicitly marked as to retrieve (all by default),
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// but these attributes must be also be present
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// - in the fields_ids_map
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// - in the the displayed attributes
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let to_retrieve_ids: BTreeSet<_> = query
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.attributes_to_retrieve
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.as_ref()
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.map(fids)
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.unwrap_or_else(|| displayed_ids.clone())
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.intersection(&displayed_ids)
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.cloned()
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.collect();
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let attr_to_highlight = query.attributes_to_highlight.unwrap_or_default();
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let attr_to_crop = query.attributes_to_crop.unwrap_or_default();
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// Attributes in `formatted_options` correspond to the attributes that will be in `_formatted`
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// These attributes are:
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// - the attributes asked to be highlighted or cropped (with `attributesToCrop` or `attributesToHighlight`)
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// - the attributes asked to be retrieved: these attributes will not be highlighted/cropped
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// But these attributes must be also present in displayed attributes
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let formatted_options = compute_formatted_options(
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&attr_to_highlight,
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&attr_to_crop,
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query.crop_length,
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&to_retrieve_ids,
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&fields_ids_map,
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&displayed_ids,
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);
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let tokenizer = TokenizerBuilder::default().build();
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let mut formatter_builder = MatcherBuilder::new(matching_words, tokenizer);
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formatter_builder.crop_marker(query.crop_marker);
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formatter_builder.highlight_prefix(query.highlight_pre_tag);
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formatter_builder.highlight_suffix(query.highlight_post_tag);
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let mut documents = Vec::new();
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let documents_iter = self.documents(&rtxn, documents_ids)?;
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for (_id, obkv) in documents_iter {
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// First generate a document with all the displayed fields
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let displayed_document = make_document(&displayed_ids, &fields_ids_map, obkv)?;
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// select the attributes to retrieve
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let attributes_to_retrieve = to_retrieve_ids
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.iter()
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.map(|&fid| fields_ids_map.name(fid).expect("Missing field name"));
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let mut document =
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permissive_json_pointer::select_values(&displayed_document, attributes_to_retrieve);
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let (matches_position, formatted) = format_fields(
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&displayed_document,
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&fields_ids_map,
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&formatter_builder,
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&formatted_options,
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query.show_matches_position,
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&displayed_ids,
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)?;
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if let Some(sort) = query.sort.as_ref() {
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insert_geo_distance(sort, &mut document);
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}
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let hit = SearchHit {
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document,
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formatted,
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matches_position,
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};
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documents.push(hit);
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}
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let estimated_total_hits = candidates.len();
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let facet_distribution = match query.facets {
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Some(ref fields) => {
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let mut facet_distribution = self.facets_distribution(&rtxn);
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let max_values_by_facet = self
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.max_values_per_facet(&rtxn)?
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.unwrap_or(DEFAULT_VALUES_PER_FACET);
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facet_distribution.max_values_per_facet(max_values_by_facet);
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if fields.iter().all(|f| f != "*") {
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facet_distribution.facets(fields);
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}
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let distribution = facet_distribution.candidates(candidates).execute()?;
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Some(distribution)
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}
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None => None,
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};
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let result = SearchResult {
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hits: documents,
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estimated_total_hits,
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query: query.q.clone().unwrap_or_default(),
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limit: query.limit,
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offset: query.offset.unwrap_or_default(),
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processing_time_ms: before_search.elapsed().as_millis(),
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facet_distribution,
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};
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Ok(result)
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}
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}
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fn insert_geo_distance(sorts: &[String], document: &mut Document) {
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lazy_static::lazy_static! {
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static ref GEO_REGEX: Regex =
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Regex::new(r"_geoPoint\(\s*([[:digit:].\-]+)\s*,\s*([[:digit:].\-]+)\s*\)").unwrap();
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};
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if let Some(capture_group) = sorts.iter().find_map(|sort| GEO_REGEX.captures(sort)) {
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// TODO: TAMO: milli encountered an internal error, what do we want to do?
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let base = [
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capture_group[1].parse().unwrap(),
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capture_group[2].parse().unwrap(),
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];
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let geo_point = &document.get("_geo").unwrap_or(&json!(null));
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if let Some((lat, lng)) = geo_point["lat"].as_f64().zip(geo_point["lng"].as_f64()) {
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let distance = milli::distance_between_two_points(&base, &[lat, lng]);
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document.insert("_geoDistance".to_string(), json!(distance.round() as usize));
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}
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}
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}
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fn compute_formatted_options(
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attr_to_highlight: &HashSet<String>,
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attr_to_crop: &[String],
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query_crop_length: usize,
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to_retrieve_ids: &BTreeSet<FieldId>,
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fields_ids_map: &FieldsIdsMap,
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displayed_ids: &BTreeSet<FieldId>,
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) -> BTreeMap<FieldId, FormatOptions> {
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let mut formatted_options = BTreeMap::new();
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add_highlight_to_formatted_options(
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&mut formatted_options,
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attr_to_highlight,
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fields_ids_map,
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displayed_ids,
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);
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add_crop_to_formatted_options(
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&mut formatted_options,
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attr_to_crop,
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query_crop_length,
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fields_ids_map,
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displayed_ids,
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);
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// Should not return `_formatted` if no valid attributes to highlight/crop
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if !formatted_options.is_empty() {
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add_non_formatted_ids_to_formatted_options(&mut formatted_options, to_retrieve_ids);
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}
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formatted_options
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}
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fn add_highlight_to_formatted_options(
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formatted_options: &mut BTreeMap<FieldId, FormatOptions>,
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attr_to_highlight: &HashSet<String>,
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fields_ids_map: &FieldsIdsMap,
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displayed_ids: &BTreeSet<FieldId>,
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) {
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for attr in attr_to_highlight {
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let new_format = FormatOptions {
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highlight: true,
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crop: None,
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};
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if attr == "*" {
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for id in displayed_ids {
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formatted_options.insert(*id, new_format);
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}
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break;
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}
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if let Some(id) = fields_ids_map.id(attr) {
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if displayed_ids.contains(&id) {
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formatted_options.insert(id, new_format);
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}
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}
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}
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}
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fn add_crop_to_formatted_options(
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formatted_options: &mut BTreeMap<FieldId, FormatOptions>,
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attr_to_crop: &[String],
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crop_length: usize,
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fields_ids_map: &FieldsIdsMap,
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displayed_ids: &BTreeSet<FieldId>,
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) {
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for attr in attr_to_crop {
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let mut split = attr.rsplitn(2, ':');
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let (attr_name, attr_len) = match split.next().zip(split.next()) {
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Some((len, name)) => {
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let crop_len = len.parse::<usize>().unwrap_or(crop_length);
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(name, crop_len)
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}
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None => (attr.as_str(), crop_length),
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};
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if attr_name == "*" {
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for id in displayed_ids {
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formatted_options
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.entry(*id)
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.and_modify(|f| f.crop = Some(attr_len))
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.or_insert(FormatOptions {
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highlight: false,
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crop: Some(attr_len),
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});
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}
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}
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if let Some(id) = fields_ids_map.id(attr_name) {
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if displayed_ids.contains(&id) {
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formatted_options
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.entry(id)
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.and_modify(|f| f.crop = Some(attr_len))
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.or_insert(FormatOptions {
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highlight: false,
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crop: Some(attr_len),
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});
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}
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}
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}
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}
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fn add_non_formatted_ids_to_formatted_options(
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formatted_options: &mut BTreeMap<FieldId, FormatOptions>,
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to_retrieve_ids: &BTreeSet<FieldId>,
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) {
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for id in to_retrieve_ids {
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formatted_options.entry(*id).or_insert(FormatOptions {
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highlight: false,
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crop: None,
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});
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}
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}
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fn make_document(
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displayed_attributes: &BTreeSet<FieldId>,
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field_ids_map: &FieldsIdsMap,
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obkv: obkv::KvReaderU16,
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) -> Result<Document> {
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let mut document = serde_json::Map::new();
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// recreate the original json
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for (key, value) in obkv.iter() {
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let value = serde_json::from_slice(value)?;
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let key = field_ids_map
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.name(key)
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.expect("Missing field name")
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.to_string();
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document.insert(key, value);
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}
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// select the attributes to retrieve
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let displayed_attributes = displayed_attributes
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.iter()
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.map(|&fid| field_ids_map.name(fid).expect("Missing field name"));
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let document = permissive_json_pointer::select_values(&document, displayed_attributes);
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Ok(document)
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}
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fn format_fields<'a, A: AsRef<[u8]>>(
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document: &Document,
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field_ids_map: &FieldsIdsMap,
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builder: &MatcherBuilder<'a, A>,
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formatted_options: &BTreeMap<FieldId, FormatOptions>,
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compute_matches: bool,
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displayable_ids: &BTreeSet<FieldId>,
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) -> Result<(Option<MatchesPosition>, Document)> {
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let mut matches_position = compute_matches.then(BTreeMap::new);
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let mut document = document.clone();
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// select the attributes to retrieve
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let displayable_names = displayable_ids
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.iter()
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.map(|&fid| field_ids_map.name(fid).expect("Missing field name"));
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permissive_json_pointer::map_leaf_values(&mut document, displayable_names, |key, value| {
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// To get the formatting option of each key we need to see all the rules that applies
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// to the value and merge them together. eg. If a user said he wanted to highlight `doggo`
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// and crop `doggo.name`. `doggo.name` needs to be highlighted + cropped while `doggo.age` is only
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// highlighted.
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let format = formatted_options
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.iter()
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.filter(|(field, _option)| {
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let name = field_ids_map.name(**field).unwrap();
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milli::is_faceted_by(name, key) || milli::is_faceted_by(key, name)
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})
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.map(|(_, option)| *option)
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.reduce(|acc, option| acc.merge(option));
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let mut infos = Vec::new();
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*value = format_value(
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std::mem::take(value),
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builder,
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format,
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&mut infos,
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compute_matches,
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);
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if let Some(matches) = matches_position.as_mut() {
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if !infos.is_empty() {
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matches.insert(key.to_owned(), infos);
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}
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}
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});
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let selectors = formatted_options
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.keys()
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// This unwrap must be safe since we got the ids from the fields_ids_map just
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// before.
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.map(|&fid| field_ids_map.name(fid).unwrap());
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let document = permissive_json_pointer::select_values(&document, selectors);
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Ok((matches_position, document))
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}
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|
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fn format_value<'a, A: AsRef<[u8]>>(
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value: Value,
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builder: &MatcherBuilder<'a, A>,
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format_options: Option<FormatOptions>,
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infos: &mut Vec<MatchBounds>,
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compute_matches: bool,
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) -> Value {
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match value {
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Value::String(old_string) => {
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let mut matcher = builder.build(&old_string);
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if compute_matches {
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let matches = matcher.matches();
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infos.extend_from_slice(&matches[..]);
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}
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|
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match format_options {
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Some(format_options) => {
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let value = matcher.format(format_options);
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Value::String(value.into_owned())
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}
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None => Value::String(old_string),
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}
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}
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Value::Array(values) => Value::Array(
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values
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.into_iter()
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.map(|v| {
|
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format_value(
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v,
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builder,
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format_options.map(|format_options| FormatOptions {
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highlight: format_options.highlight,
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crop: None,
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}),
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infos,
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compute_matches,
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|
)
|
|
})
|
|
.collect(),
|
|
),
|
|
Value::Object(object) => Value::Object(
|
|
object
|
|
.into_iter()
|
|
.map(|(k, v)| {
|
|
(
|
|
k,
|
|
format_value(
|
|
v,
|
|
builder,
|
|
format_options.map(|format_options| FormatOptions {
|
|
highlight: format_options.highlight,
|
|
crop: None,
|
|
}),
|
|
infos,
|
|
compute_matches,
|
|
),
|
|
)
|
|
})
|
|
.collect(),
|
|
),
|
|
Value::Number(number) => {
|
|
let s = number.to_string();
|
|
|
|
let mut matcher = builder.build(&s);
|
|
if compute_matches {
|
|
let matches = matcher.matches();
|
|
infos.extend_from_slice(&matches[..]);
|
|
}
|
|
|
|
match format_options {
|
|
Some(format_options) => {
|
|
let value = matcher.format(format_options);
|
|
Value::String(value.into_owned())
|
|
}
|
|
None => Value::Number(number),
|
|
}
|
|
}
|
|
value => value,
|
|
}
|
|
}
|
|
|
|
fn parse_filter(facets: &Value) -> Result<Option<Filter>> {
|
|
match facets {
|
|
Value::String(expr) => {
|
|
let condition = Filter::from_str(expr)?;
|
|
Ok(condition)
|
|
}
|
|
Value::Array(arr) => parse_filter_array(arr),
|
|
v => Err(FacetError::InvalidExpression(&["Array"], v.clone()).into()),
|
|
}
|
|
}
|
|
|
|
fn parse_filter_array(arr: &[Value]) -> Result<Option<Filter>> {
|
|
let mut ands = Vec::new();
|
|
for value in arr {
|
|
match value {
|
|
Value::String(s) => ands.push(Either::Right(s.as_str())),
|
|
Value::Array(arr) => {
|
|
let mut ors = Vec::new();
|
|
for value in arr {
|
|
match value {
|
|
Value::String(s) => ors.push(s.as_str()),
|
|
v => {
|
|
return Err(FacetError::InvalidExpression(&["String"], v.clone()).into())
|
|
}
|
|
}
|
|
}
|
|
ands.push(Either::Left(ors));
|
|
}
|
|
v => {
|
|
return Err(
|
|
FacetError::InvalidExpression(&["String", "[String]"], v.clone()).into(),
|
|
)
|
|
}
|
|
}
|
|
}
|
|
|
|
Ok(Filter::from_array(ands)?)
|
|
}
|
|
|
|
#[cfg(test)]
|
|
mod test {
|
|
use super::*;
|
|
|
|
#[test]
|
|
fn test_insert_geo_distance() {
|
|
let value: Document = serde_json::from_str(
|
|
r#"{
|
|
"_geo": {
|
|
"lat": 50.629973371633746,
|
|
"lng": 3.0569447399419567
|
|
},
|
|
"city": "Lille",
|
|
"id": "1"
|
|
}"#,
|
|
)
|
|
.unwrap();
|
|
|
|
let sorters = &["_geoPoint(50.629973371633746,3.0569447399419567):desc".to_string()];
|
|
let mut document = value.clone();
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), Some(&json!(0)));
|
|
|
|
let sorters = &["_geoPoint(50.629973371633746, 3.0569447399419567):asc".to_string()];
|
|
let mut document = value.clone();
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), Some(&json!(0)));
|
|
|
|
let sorters =
|
|
&["_geoPoint( 50.629973371633746 , 3.0569447399419567 ):desc".to_string()];
|
|
let mut document = value.clone();
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), Some(&json!(0)));
|
|
|
|
let sorters = &[
|
|
"prix:asc",
|
|
"villeneuve:desc",
|
|
"_geoPoint(50.629973371633746, 3.0569447399419567):asc",
|
|
"ubu:asc",
|
|
]
|
|
.map(|s| s.to_string());
|
|
let mut document = value.clone();
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), Some(&json!(0)));
|
|
|
|
// only the first geoPoint is used to compute the distance
|
|
let sorters = &[
|
|
"chien:desc",
|
|
"_geoPoint(50.629973371633746, 3.0569447399419567):asc",
|
|
"pangolin:desc",
|
|
"_geoPoint(100.0, -80.0):asc",
|
|
"chat:asc",
|
|
]
|
|
.map(|s| s.to_string());
|
|
let mut document = value.clone();
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), Some(&json!(0)));
|
|
|
|
// there was no _geoPoint so nothing is inserted in the document
|
|
let sorters = &["chien:asc".to_string()];
|
|
let mut document = value;
|
|
insert_geo_distance(sorters, &mut document);
|
|
assert_eq!(document.get("_geoDistance"), None);
|
|
}
|
|
}
|