Files
meilisearch/crates/milli/src/fields_ids_map/metadata.rs
2025-07-24 18:11:16 +02:00

372 lines
13 KiB
Rust

use std::collections::{BTreeMap, HashSet};
use std::num::NonZeroU16;
use charabia::Language;
use heed::RoTxn;
use super::FieldsIdsMap;
use crate::attribute_patterns::{match_field_legacy, PatternMatch};
use crate::constants::{
RESERVED_GEOJSON_FIELD_NAME, RESERVED_GEO_FIELD_NAME, RESERVED_VECTORS_FIELD_NAME,
};
use crate::{
is_faceted_by, FieldId, FilterableAttributesFeatures, FilterableAttributesRule, Index,
LocalizedAttributesRule, Result, Weight,
};
#[derive(Debug, Clone, Copy)]
pub struct Metadata {
/// The weight as defined in the FieldidsWeightsMap of the searchable attribute if it is searchable.
pub searchable: Option<Weight>,
/// The field is part of the sortable attributes.
pub sortable: bool,
/// The field is defined as the distinct attribute.
pub distinct: bool,
/// The field has been defined as asc/desc in the ranking rules.
pub asc_desc: bool,
/// The field is a geo field (`_geo`, `_geo.lat`, `_geo.lng`).
pub geo: bool,
/// The field is a geo json field (`_geojson`).
pub geo_json: bool,
/// The id of the localized attributes rule if the field is localized.
pub localized_attributes_rule_id: Option<NonZeroU16>,
/// The id of the filterable attributes rule if the field is filterable.
pub filterable_attributes_rule_id: Option<NonZeroU16>,
}
#[derive(Debug, Clone)]
pub struct FieldIdMapWithMetadata {
fields_ids_map: FieldsIdsMap,
builder: MetadataBuilder,
metadata: BTreeMap<FieldId, Metadata>,
}
impl FieldIdMapWithMetadata {
pub fn new(existing_fields_ids_map: FieldsIdsMap, builder: MetadataBuilder) -> Self {
let metadata = existing_fields_ids_map
.iter()
.map(|(id, name)| (id, builder.metadata_for_field(name)))
.collect();
Self { fields_ids_map: existing_fields_ids_map, builder, metadata }
}
pub fn as_fields_ids_map(&self) -> &FieldsIdsMap {
&self.fields_ids_map
}
/// Returns the number of fields ids in the map.
pub fn len(&self) -> usize {
self.fields_ids_map.len()
}
/// Returns `true` if the map is empty.
pub fn is_empty(&self) -> bool {
self.fields_ids_map.is_empty()
}
/// Returns the field id related to a field name, it will create a new field id if the
/// name is not already known. Returns `None` if the maximum field id as been reached.
pub fn insert(&mut self, name: &str) -> Option<FieldId> {
let id = self.fields_ids_map.insert(name)?;
self.metadata.insert(id, self.builder.metadata_for_field(name));
Some(id)
}
/// Get the id of a field based on its name.
pub fn id(&self, name: &str) -> Option<FieldId> {
self.fields_ids_map.id(name)
}
pub fn id_with_metadata(&self, name: &str) -> Option<(FieldId, Metadata)> {
let id = self.fields_ids_map.id(name)?;
Some((id, self.metadata(id).unwrap()))
}
/// Get the name of a field based on its id.
pub fn name(&self, id: FieldId) -> Option<&str> {
self.fields_ids_map.name(id)
}
/// Get the name of a field based on its id.
pub fn name_with_metadata(&self, id: FieldId) -> Option<(&str, Metadata)> {
let name = self.fields_ids_map.name(id)?;
Some((name, self.metadata(id).unwrap()))
}
pub fn metadata(&self, id: FieldId) -> Option<Metadata> {
self.metadata.get(&id).copied()
}
/// Iterate over the ids and names in the ids order.
pub fn iter(&self) -> impl Iterator<Item = (FieldId, &str, Metadata)> {
self.fields_ids_map.iter().map(|(id, name)| (id, name, self.metadata(id).unwrap()))
}
pub fn iter_id_metadata(&self) -> impl Iterator<Item = (FieldId, Metadata)> + '_ {
self.metadata.iter().map(|(k, v)| (*k, *v))
}
pub fn iter_metadata(&self) -> impl Iterator<Item = Metadata> + '_ {
self.metadata.values().copied()
}
pub fn metadata_builder(&self) -> &MetadataBuilder {
&self.builder
}
}
impl Metadata {
pub fn locales<'rules>(
&self,
rules: &'rules [LocalizedAttributesRule],
) -> Option<&'rules [Language]> {
let localized_attributes_rule_id = self.localized_attributes_rule_id?.get();
// - 1: `localized_attributes_rule_id` is NonZero
let rule = rules.get((localized_attributes_rule_id - 1) as usize).unwrap();
Some(rule.locales())
}
pub fn filterable_attributes<'rules>(
&self,
rules: &'rules [FilterableAttributesRule],
) -> Option<&'rules FilterableAttributesRule> {
self.filterable_attributes_with_rule_index(rules).map(|(_, rule)| rule)
}
pub fn filterable_attributes_with_rule_index<'rules>(
&self,
rules: &'rules [FilterableAttributesRule],
) -> Option<(usize, &'rules FilterableAttributesRule)> {
let filterable_attributes_rule_id = self.filterable_attributes_rule_id?.get();
let rule_id = (filterable_attributes_rule_id - 1) as usize;
let rule = rules.get(rule_id).unwrap();
Some((rule_id, rule))
}
pub fn filterable_attributes_features(
&self,
rules: &[FilterableAttributesRule],
) -> FilterableAttributesFeatures {
let (_, features) = self.filterable_attributes_features_with_rule_index(rules);
features
}
pub fn filterable_attributes_features_with_rule_index(
&self,
rules: &[FilterableAttributesRule],
) -> (Option<usize>, FilterableAttributesFeatures) {
self.filterable_attributes_with_rule_index(rules)
.map(|(rule_index, rule)| (Some(rule_index), rule.features()))
// if there is no filterable attributes rule, return no features
.unwrap_or_else(|| (None, FilterableAttributesFeatures::no_features()))
}
pub fn is_sortable(&self) -> bool {
self.sortable
}
pub fn is_searchable(&self) -> bool {
self.searchable.is_some()
}
pub fn searchable_weight(&self) -> Option<Weight> {
self.searchable
}
pub fn is_distinct(&self) -> bool {
self.distinct
}
pub fn is_asc_desc(&self) -> bool {
self.asc_desc
}
pub fn is_geo(&self) -> bool {
self.geo
}
/// Returns `true` if the field is part of the facet databases. (sortable, distinct, asc_desc, filterable or facet searchable)
pub fn is_faceted(&self, rules: &[FilterableAttributesRule]) -> bool {
if self.is_distinct() || self.is_sortable() || self.is_asc_desc() {
return true;
}
let features = self.filterable_attributes_features(rules);
if features.is_filterable() || features.is_facet_searchable() {
return true;
}
false
}
pub fn require_facet_level_database(&self, rules: &[FilterableAttributesRule]) -> bool {
let features = self.filterable_attributes_features(rules);
self.is_sortable() || self.is_asc_desc() || features.is_filterable_comparison()
}
}
#[derive(Debug, Clone)]
pub struct MetadataBuilder {
searchable_attributes: Option<Vec<String>>,
filterable_attributes: Vec<FilterableAttributesRule>,
sortable_attributes: HashSet<String>,
localized_attributes: Option<Vec<LocalizedAttributesRule>>,
distinct_attribute: Option<String>,
asc_desc_attributes: HashSet<String>,
}
impl MetadataBuilder {
pub fn from_index(index: &Index, rtxn: &RoTxn) -> Result<Self> {
let searchable_attributes = index
.user_defined_searchable_fields(rtxn)?
.map(|fields| fields.into_iter().map(|s| s.to_string()).collect());
let filterable_attributes = index.filterable_attributes_rules(rtxn)?;
let sortable_attributes = index.sortable_fields(rtxn)?;
let localized_attributes = index.localized_attributes_rules(rtxn)?;
let distinct_attribute = index.distinct_field(rtxn)?.map(|s| s.to_string());
let asc_desc_attributes = index.asc_desc_fields(rtxn)?;
Ok(Self::new(
searchable_attributes,
filterable_attributes,
sortable_attributes,
localized_attributes,
distinct_attribute,
asc_desc_attributes,
))
}
/// Build a new `MetadataBuilder` from the given parameters.
///
/// This is used for testing, prefer using `MetadataBuilder::from_index` instead.
pub fn new(
searchable_attributes: Option<Vec<String>>,
filterable_attributes: Vec<FilterableAttributesRule>,
sortable_attributes: HashSet<String>,
localized_attributes: Option<Vec<LocalizedAttributesRule>>,
distinct_attribute: Option<String>,
asc_desc_attributes: HashSet<String>,
) -> Self {
let searchable_attributes = match searchable_attributes {
Some(fields) if fields.iter().any(|f| f == "*") => None,
Some(fields) => Some(fields),
None => None,
};
Self {
searchable_attributes,
filterable_attributes,
sortable_attributes,
localized_attributes,
distinct_attribute,
asc_desc_attributes,
}
}
pub fn metadata_for_field(&self, field: &str) -> Metadata {
if is_faceted_by(field, RESERVED_VECTORS_FIELD_NAME) {
// Vectors fields are not searchable, filterable, distinct or asc_desc
return Metadata {
searchable: None,
sortable: false,
distinct: false,
asc_desc: false,
geo: false,
geo_json: false,
localized_attributes_rule_id: None,
filterable_attributes_rule_id: None,
};
}
// A field is sortable if it is faceted by a sortable attribute
let sortable = self
.sortable_attributes
.iter()
.any(|pattern| match_field_legacy(pattern, field) == PatternMatch::Match);
let filterable_attributes_rule_id = self
.filterable_attributes
.iter()
.position(|attribute| attribute.match_str(field) == PatternMatch::Match)
// saturating_add(1): make `id` `NonZero`
.map(|id| NonZeroU16::new(id.saturating_add(1).try_into().unwrap()).unwrap());
if match_field_legacy(RESERVED_GEO_FIELD_NAME, field) == PatternMatch::Match {
// Geo fields are not searchable, distinct or asc_desc
return Metadata {
searchable: None,
sortable,
distinct: false,
asc_desc: false,
geo: true,
geo_json: false,
localized_attributes_rule_id: None,
filterable_attributes_rule_id,
};
}
if match_field_legacy(RESERVED_GEOJSON_FIELD_NAME, field) == PatternMatch::Match {
debug_assert!(!sortable, "geojson fields should not be sortable");
return Metadata {
searchable: None,
sortable,
distinct: false,
asc_desc: false,
geo: false,
geo_json: true,
localized_attributes_rule_id: None,
filterable_attributes_rule_id,
};
}
let searchable = match &self.searchable_attributes {
// A field is searchable if it is faceted by a searchable attribute
Some(attributes) => attributes
.iter()
.enumerate()
.find(|(_i, pattern)| is_faceted_by(field, pattern))
.map(|(i, _)| i as u16),
None => Some(0),
};
let distinct =
self.distinct_attribute.as_ref().is_some_and(|distinct_field| field == distinct_field);
let asc_desc = self.asc_desc_attributes.contains(field);
let localized_attributes_rule_id = self
.localized_attributes
.iter()
.flat_map(|v| v.iter())
.position(|rule| rule.match_str(field) == PatternMatch::Match)
// saturating_add(1): make `id` `NonZero`
.map(|id| NonZeroU16::new(id.saturating_add(1).try_into().unwrap()).unwrap());
Metadata {
searchable,
sortable,
distinct,
asc_desc,
geo: false,
geo_json: false,
localized_attributes_rule_id,
filterable_attributes_rule_id,
}
}
pub fn searchable_attributes(&self) -> Option<&[String]> {
self.searchable_attributes.as_deref()
}
pub fn sortable_attributes(&self) -> &HashSet<String> {
&self.sortable_attributes
}
pub fn filterable_attributes(&self) -> &[FilterableAttributesRule] {
&self.filterable_attributes
}
pub fn localized_attributes_rules(&self) -> Option<&[LocalizedAttributesRule]> {
self.localized_attributes.as_deref()
}
}