Query DSL - Geo queries
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2023-12-01
Geo queries 地理位置查询
Elasticsearch支持两种类型的地理数据:geo_point类型支持成对的纬度/经度,geo_shape类型支持点、线、圆、多边形、多个多边形等。
在这组的查询中:
- geo_shape查询
查找要么相交,包含的,要么指定形状不相交的地理形状的文档。
geo_shape
类型使用Spatial4J
和JTS
,这两者都是可选的依赖项。 因此,必须将Spatial4J
和JTS
添加到classpath
中才能使用此类型:
<dependency>
<groupId>org.locationtech.spatial4j</groupId>
<artifactId>spatial4j</artifactId>
<version>0.6</version>
</dependency>
<dependency>
<groupId>com.vividsolutions</groupId>
<artifactId>jts</artifactId>
<version>1.13</version>
<exclusions>
<exclusion>
<groupId>xerces</groupId>
<artifactId>xercesImpl</artifactId>
</exclusion>
</exclusions>
</dependency>
// Import ShapeRelation and ShapeBuilder
import org.elasticsearch.common.geo.ShapeRelation;
import org.elasticsearch.common.geo.builders.ShapeBuilder;
List<Coordinate> points = new ArrayList<>();
points.add(new Coordinate(0, 0));
points.add(new Coordinate(0, 10));
points.add(new Coordinate(10, 10));
points.add(new Coordinate(10, 0));
points.add(new Coordinate(0, 0));
QueryBuilder qb = geoShapeQuery(
"pin.location", //field
ShapeBuilders.newMultiPoint(points) //shape
.relation(ShapeRelation.WITHIN); //relation 可以是 ShapeRelation.CONTAINS, ShapeRelation.WITHIN, ShapeRelation.INTERSECTS 或 ShapeRelation.DISJOINT
// Using pre-indexed shapes
QueryBuilder qb = geoShapeQuery(
"pin.location", //field
"DEU", //The ID of the document that containing the pre-indexed shape.
"countries") //Index type where the pre-indexed shape is.
.relation(ShapeRelation.WITHIN)) //relation
.indexedShapeIndex("shapes") //Name of the index where the pre-indexed shape is. Defaults to shapes.
.indexedShapePath("location"); //The field specified as path containing the pre-indexed shape. Defaults to shape.
- geo_bounding_box 查询
查找落入指定的矩形地理点的文档。
QueryBuilder qb = geoBoundingBoxQuery("pin.location") //field
.setCorners(40.73, -74.1, //bounding box top left point
40.717, -73.99); //bounding box bottom right point
- geo_distance 查询
查找在一个中心点指定范围内的地理点文档。
QueryBuilder qb = geoDistanceQuery("pin.location") //field
.point(40, -70) //center point
.distance(200, DistanceUnit.KILOMETERS); //distance from center point
- geo_polygon 查询
查找指定多边形内地理点的文档。
List<GeoPoint> points = new ArrayList<>(); //add your polygon of points a document should fall within
points.add(new GeoPoint(40, -70));
points.add(new GeoPoint(30, -80));
points.add(new GeoPoint(20, -90));
QueryBuilder qb =
geoPolygonQuery("pin.location", points); //initialise the query with field and points