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query.rs
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query.rs
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use std::fmt;
use downcast_rs::impl_downcast;
use super::bm25::Bm25StatisticsProvider;
use super::Weight;
use crate::core::searcher::Searcher;
use crate::query::Explanation;
use crate::schema::Schema;
use crate::{DocAddress, Term};
/// Argument used in `Query::weight(..)`
#[derive(Copy, Clone)]
pub enum EnableScoring<'a> {
/// Pass this to enable scoring.
Enabled {
/// The searcher to use during scoring.
searcher: &'a Searcher,
/// A [Bm25StatisticsProvider] used to compute BM25 scores.
///
/// Normally this should be the [Searcher], but you can specify a custom
/// one to adjust the statistics.
statistics_provider: &'a dyn Bm25StatisticsProvider,
},
/// Pass this to disable scoring.
/// This can improve performance.
Disabled {
/// Schema is required.
schema: &'a Schema,
/// Searcher should be provided if available.
searcher_opt: Option<&'a Searcher>,
},
}
impl<'a> EnableScoring<'a> {
/// Create using [Searcher] with scoring enabled.
pub fn enabled_from_searcher(searcher: &'a Searcher) -> EnableScoring<'a> {
EnableScoring::Enabled {
searcher,
statistics_provider: searcher,
}
}
/// Create using a custom [Bm25StatisticsProvider] with scoring enabled.
pub fn enabled_from_statistics_provider(
statistics_provider: &'a dyn Bm25StatisticsProvider,
searcher: &'a Searcher,
) -> EnableScoring<'a> {
EnableScoring::Enabled {
statistics_provider,
searcher,
}
}
/// Create using [Searcher] with scoring disabled.
pub fn disabled_from_searcher(searcher: &'a Searcher) -> EnableScoring<'a> {
EnableScoring::Disabled {
schema: searcher.schema(),
searcher_opt: Some(searcher),
}
}
/// Create using [Schema] with scoring disabled.
pub fn disabled_from_schema(schema: &'a Schema) -> EnableScoring<'a> {
Self::Disabled {
schema,
searcher_opt: None,
}
}
/// Returns the searcher if available.
pub fn searcher(&self) -> Option<&Searcher> {
match self {
EnableScoring::Enabled { searcher, .. } => Some(*searcher),
EnableScoring::Disabled { searcher_opt, .. } => searcher_opt.to_owned(),
}
}
/// Returns the schema.
pub fn schema(&self) -> &Schema {
match self {
EnableScoring::Enabled { searcher, .. } => searcher.schema(),
EnableScoring::Disabled { schema, .. } => schema,
}
}
/// Returns true if the scoring is enabled.
pub fn is_scoring_enabled(&self) -> bool {
matches!(self, EnableScoring::Enabled { .. })
}
}
/// The `Query` trait defines a set of documents and a scoring method
/// for those documents.
///
/// The `Query` trait is in charge of defining :
///
/// - a set of documents
/// - a way to score these documents
///
/// When performing a [search](Searcher::search), these documents will then
/// be pushed to a [`Collector`](crate::collector::Collector),
/// which will in turn be in charge of deciding what to do with them.
///
/// Concretely, this scored docset is represented by the
/// [`Scorer`] trait.
///
/// Because our index is actually split into segments, the
/// query does not actually directly creates [`DocSet`](crate::DocSet) object.
/// Instead, the query creates a [`Weight`] object for a given searcher.
///
/// The weight object, in turn, makes it possible to create
/// a scorer for a specific [`SegmentReader`].
///
/// So to sum it up :
/// - a `Query` is a recipe to define a set of documents as well the way to score them.
/// - a [`Weight`] is this recipe tied to a specific [`Searcher`]. It may for instance
/// hold statistics about the different term of the query. It is created by the query.
/// - a [`Scorer`] is a cursor over the set of matching documents, for a specific
/// [`SegmentReader`]. It is created by the [`Weight`].
///
/// When implementing a new type of `Query`, it is normal to implement a
/// dedicated `Query`, [`Weight`] and [`Scorer`].
///
/// [`Scorer`]: crate::query::Scorer
/// [`SegmentReader`]: crate::SegmentReader
pub trait Query: QueryClone + Send + Sync + downcast_rs::Downcast + fmt::Debug {
/// Create the weight associated with a query.
///
/// If scoring is not required, setting `scoring_enabled` to `false`
/// can increase performances.
///
/// See [`Weight`].
fn weight(&self, enable_scoring: EnableScoring<'_>) -> crate::Result<Box<dyn Weight>>;
/// Returns an `Explanation` for the score of the document.
fn explain(&self, searcher: &Searcher, doc_address: DocAddress) -> crate::Result<Explanation> {
let weight = self.weight(EnableScoring::enabled_from_searcher(searcher))?;
let reader = searcher.segment_reader(doc_address.segment_ord);
weight.explain(reader, doc_address.doc_id)
}
/// Returns the number of documents matching the query.
fn count(&self, searcher: &Searcher) -> crate::Result<usize> {
let weight = self.weight(EnableScoring::disabled_from_searcher(searcher))?;
let mut result = 0;
for reader in searcher.segment_readers() {
result += weight.count(reader)? as usize;
}
Ok(result)
}
/// Extract all of the terms associated with the query and pass them to the
/// given closure.
///
/// Each term is associated with a boolean indicating whether
/// positions are required or not.
///
/// Note that there can be multiple instances of any given term
/// in a query and deduplication must be handled by the visitor.
fn query_terms<'a>(&'a self, _visitor: &mut dyn FnMut(&'a Term, bool)) {}
}
/// Implements `box_clone`.
pub trait QueryClone {
/// Returns a boxed clone of `self`.
fn box_clone(&self) -> Box<dyn Query>;
}
impl<T> QueryClone for T
where T: 'static + Query + Clone
{
fn box_clone(&self) -> Box<dyn Query> {
Box::new(self.clone())
}
}
impl Query for Box<dyn Query> {
fn weight(&self, enabled_scoring: EnableScoring) -> crate::Result<Box<dyn Weight>> {
self.as_ref().weight(enabled_scoring)
}
fn count(&self, searcher: &Searcher) -> crate::Result<usize> {
self.as_ref().count(searcher)
}
fn query_terms<'a>(&'a self, visitor: &mut dyn FnMut(&'a Term, bool)) {
self.as_ref().query_terms(visitor);
}
}
impl QueryClone for Box<dyn Query> {
fn box_clone(&self) -> Box<dyn Query> {
self.as_ref().box_clone()
}
}
impl_downcast!(Query);