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use crate::search::*;
use crate::util::*;
use chrono::{DateTime, Utc};
use serde::ser::Serialize;
use std::fmt::Debug;
#[doc(hidden)]
pub trait Origin: Debug + PartialEq + Serialize + Clone {
type Pivot: Debug + PartialEq + Serialize + Clone;
}
impl Origin for DateTime<Utc> {
type Pivot = Time;
}
impl Origin for GeoPoint {
type Pivot = Distance;
}
/// Boosts the [relevance score](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-filter-context.html#relevance-scores)
/// of documents closer to a provided `origin` date or point.
/// For example, you can use this query to give more weight to documents
/// closer to a certain date or location.
///
/// You can use the `distance_feature` query to find the nearest neighbors to a location.
/// You can also use the query in a [bool](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-bool-query.html)
/// search’s `should` filter to add boosted relevance scores to the `bool` query’s scores.
///
/// **How the `distance_feature` query calculates relevance scores**
///
/// The `distance_feature` query dynamically calculates the distance between the
/// `origin` value and a document's field values. It then uses this distance as a
/// feature to boost the
/// [relevance-scores](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-filter-context.html#relevance-scores)
/// of closer documents.
///
/// The `distance_feature` query calculates a document's
/// [relevance score](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-filter-context.html#relevance-scores)
/// as follows:
///
/// ```text
/// relevance score = boost * pivot / (pivot + distance)
/// ```
///
/// The `distance` is the absolute difference between the `origin` value and a
/// document's field value.
///
/// **Skip non-competitive hits**
///
/// Unlike the
/// [`function_score`](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html)
/// query or other ways to change
/// [relevance scores](https://www.elastic.co/guide/en/elasticsearch/reference/current/query-filter-context.html#relevance-scores)
/// , the `distance_feature` query efficiently skips non-competitive hits when the
/// [`track_total_hits`](https://www.elastic.co/guide/en/elasticsearch/reference/current/search-uri-request.html)
/// parameter is **not** `true`.
///
/// To create distance feature query date query:
/// ```
/// # use elasticsearch_dsl::Time;
/// # use elasticsearch_dsl::queries::*;
/// # use elasticsearch_dsl::queries::params::*;
/// # use chrono::prelude::*;
/// # let query =
/// Query::distance_feature("test", Utc.ymd(2014, 7, 8).and_hms(9, 1, 0), Time::Days(7))
/// .boost(1.5)
/// .name("test");
/// ```
/// To create distance feature query geo query:
/// ```
/// # use elasticsearch_dsl::{Distance, GeoPoint};
/// # use elasticsearch_dsl::queries::*;
/// # use elasticsearch_dsl::queries::params::*;
/// # let query =
/// Query::distance_feature("test", GeoPoint::coordinates(12.0, 13.0), Distance::Kilometers(15))
/// .boost(1.5)
/// .name("test");
/// ```
/// Distance Feature is built to allow only valid origin and pivot values,
/// the following won't compile:
/// ```compile_fail
/// # use elasticsearch_dsl::Distance;
/// # use chrono::prelude::*;
/// # use elasticsearch_dsl::queries::*;
/// # use elasticsearch_dsl::queries::params::*;
/// # let query =
/// Query::distance_feature("test", Utc.ymd(2014, 7, 8).and_hms(9, 1, 0), Distance::Kilometers(15))
/// .boost(1.5)
/// .name("test");
/// ```
///
/// <https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-distance-feature-query.html>
#[derive(Debug, Clone, PartialEq, Serialize)]
pub struct DistanceFeatureQuery<O: Origin> {
#[serde(rename = "distance_feature")]
inner: Inner<O>,
}
#[derive(Debug, Clone, PartialEq, Serialize)]
struct Inner<O: Origin> {
field: String,
origin: O,
pivot: <O as Origin>::Pivot,
#[serde(skip_serializing_if = "ShouldSkip::should_skip")]
boost: Option<Boost>,
#[serde(skip_serializing_if = "ShouldSkip::should_skip")]
_name: Option<String>,
}
impl Query {
/// Creates an instance of [DistanceFeatureQuery](DistanceFeatureQuery)
///
/// - `field` - Name of the field used to calculate distances. This field must meet the following criteria:<br>
/// - Be a [`date`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date.html),
/// [`date_nanos`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date_nanos.html) or
/// [`geo_point`](https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-point.html) field
/// - Have an [index](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-index.html)
/// mapping parameter value of `true`, which is the default
/// - Have an [`doc_values`](https://www.elastic.co/guide/en/elasticsearch/reference/current/doc-values.html)
/// mapping parameter value of `true`, which is the default
/// - `origin` - Date or point of origin used to calculate distances.<br>
/// If the `field` value is a
/// [`date`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date.html) or
/// [`date_nanos`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date_nanos.html)
/// field, the `origin` value must be a
/// [date](https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-bucket-daterange-aggregation.html#date-format-pattern).
/// [Date Math](https://www.elastic.co/guide/en/elasticsearch/reference/current/common-options.html#date-math),
/// such as `now-1h`, is supported.<br>
/// If the `field` value is a
/// [`geo_point`](https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-point.html)
/// field, the `origin` value must be a geopoint.
/// - `pivot` - Distance from the `origin` at which relevance scores receive half of the boost value.<br>
/// If the field value is a
/// [`date`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date.html) or
/// [`date_nanos`](https://www.elastic.co/guide/en/elasticsearch/reference/current/date_nanos.html)
/// field, the `pivot` value must be a
/// [`time unit`](https://www.elastic.co/guide/en/elasticsearch/reference/current/common-options.html#time-units)
/// , such as `1h` or `10d`.<br>
/// If the `field` value is a
/// [`geo_point`](https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-point.html)
/// field, the `pivot` value must be a
/// [distance unit](https://www.elastic.co/guide/en/elasticsearch/reference/current/common-options.html#distance-units)
/// , such as `1km` or `12m`.
pub fn distance_feature<O: Origin>(
field: impl Into<String>,
origin: O,
pivot: <O as Origin>::Pivot,
) -> DistanceFeatureQuery<O> {
DistanceFeatureQuery {
inner: Inner {
field: field.into(),
origin,
pivot,
boost: None,
_name: None,
},
}
}
}
impl<O: Origin> DistanceFeatureQuery<O> {
add_boost_and_name!();
}
impl<O: Origin> ShouldSkip for DistanceFeatureQuery<O> {}
#[cfg(test)]
mod tests {
use super::*;
mod date {
use super::*;
use chrono::prelude::*;
test_serialization! {
with_required_fields(
Query::distance_feature("test", Utc.ymd(2014, 7, 8).and_hms(9, 1, 0), Time::Days(7)),
json!({
"distance_feature": {
"field": "test",
"origin": "2014-07-08T09:01:00Z",
"pivot": "7d",
}
})
);
with_all_fields(
Query::distance_feature("test", Utc.ymd(2014, 7, 8).and_hms(9, 1, 0), Time::Days(7))
.boost(1.5)
.name("test"),
json!({
"distance_feature": {
"field": "test",
"origin": "2014-07-08T09:01:00Z",
"pivot": "7d",
"boost": 1.5,
"_name": "test",
}
})
);
}
}
mod geo {
use super::*;
test_serialization! {
with_required_fields(
Query::distance_feature("test", GeoPoint::coordinates(12.0, 13.0), Distance::Kilometers(15)),
json!({
"distance_feature": {
"field": "test",
"origin": [13.0, 12.0],
"pivot": "15km",
}
})
);
with_all_fields(
Query::distance_feature("test", GeoPoint::coordinates(12.0, 13.0), Distance::Kilometers(15))
.boost(2)
.name("test"),
json!({
"distance_feature": {
"field": "test",
"origin": [13.0, 12.0],
"pivot": "15km",
"boost": 2,
"_name": "test",
}
})
);
}
}
}