You're viewing version 2.15 of the OpenSearch documentation. This version is no longer maintained. For the latest version, see the current documentation. For information about OpenSearch version maintenance, see Release Schedule and Maintenance Policy.
Geo-bounding box query
To search for documents that contain geopoint fields, use a geo-bounding box query. The geo-bounding box query returns documents whose geopoints are within the bounding box specified in the query. A document with multiple geopoints matches the query if at least one geopoint is within the bounding box.
Example
You can use a geo-bounding box query to search for documents that contain geopoints.
Create a mapping with the point
field mapped as geo_point
:
PUT testindex1
{
"mappings": {
"properties": {
"point": {
"type": "geo_point"
}
}
}
}
Index three geopoints as objects with latitudes and longitudes:
PUT testindex1/_doc/1
{
"point": {
"lat": 74.00,
"lon": 40.71
}
}
PUT testindex1/_doc/2
{
"point": {
"lat": 72.64,
"lon": 22.62
}
}
PUT testindex1/_doc/3
{
"point": {
"lat": 75.00,
"lon": 28.00
}
}
Search for all documents and filter the documents whose points lie within the rectangle defined in the query:
GET testindex1/_search
{
"query": {
"bool": {
"must": {
"match_all": {}
},
"filter": {
"geo_bounding_box": {
"point": {
"top_left": {
"lat": 75,
"lon": 28
},
"bottom_right": {
"lat": 73,
"lon": 41
}
}
}
}
}
}
}
The response contains the matching document:
{
"took" : 20,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 1,
"relation" : "eq"
},
"max_score" : 1.0,
"hits" : [
{
"_index" : "testindex1",
"_id" : "1",
"_score" : 1.0,
"_source" : {
"point" : {
"lat" : 74.0,
"lon" : 40.71
}
}
}
]
}
}
The preceding response does not include the document with a geopoint of "lat": 75.00, "lon": 28.00
because of the geopoint’s limited precision.
Precision
Geopoint coordinates are always rounded down at index time. At query time, the upper boundaries of the bounding box are rounded down, and the lower boundaries are rounded up. Therefore, the documents with geopoints that lie on the lower and left edges of the bounding box might not be included in the results due to rounding error. On the other hand, geopoints that lie on the upper and right edges of the bounding box might be included in the results even though they are outside the boundaries. The rounding error is less than 4.20 × 10−8 degrees for latitude and less than 8.39 × 10−8 degrees for longitude (around 1 cm).
Specifying the bounding box
You can specify the bounding box by providing any of the following combinations of its vertex coordinates:
top_left
andbottom_right
top_right
andbottom_left
top
,left
,bottom
, andright
The following example shows how to specify the bounding box using the top
, left
, bottom
, and right
coordinates:
GET testindex1/_search
{
"query": {
"bool": {
"must": {
"match_all": {}
},
"filter": {
"geo_bounding_box": {
"point": {
"top": 75,
"left": 28,
"bottom": 73,
"right": 41
}
}
}
}
}
}
Request fields
Geo-bounding box queries accept the following fields.
Field | Data type | Description |
---|---|---|
_name | String | The name of the filter. Optional. |
validation_method | String | The validation method. Valid values are IGNORE_MALFORMED (accept geopoints with invalid coordinates), COERCE (try to coerce coordinates to valid values), and STRICT (return an error when coordinates are invalid). Default is STRICT . |
type | String | Specifies how to execute the filter. Valid values are indexed (index the filter) and memory (execute the filter in memory). Default is memory . |
ignore_unmapped | Boolean | Specifies whether to ignore an unmapped field. If set to true , the query does not return any documents that have an unmapped field. If set to false , an exception is thrown when the field is unmapped. Default is false . |
Accepted formats
You can specify coordinates of the bounding box vertices in any format that the geopoint field type accepts.
Using a geohash to specify the bounding box
If you use a geohash to specify the bounding box, the geohash is treated as a rectangle. The upper-left vertex of the bounding box corresponds to the upper-left vertex of the top_left
geohash, and the lower-right vertex of the bounding box corresponds to the lower-right vertex of the bottom_right
geohash.
The following example shows how to use a geohash to specify the same bounding box as the previous examples:
GET testindex1/_search
{
"query": {
"bool": {
"must": {
"match_all": {}
},
"filter": {
"geo_bounding_box": {
"point": {
"top_left": "ut7ftjkfxm34",
"bottom_right": "uuvpkcprc4rc"
}
}
}
}
}
}
To specify a bounding box that covers the whole area of a geohash, provide that geohash as both top_left
and bottom_right
parameters of the bounding box:
GET testindex1/_search
{
"query": {
"bool": {
"must": {
"match_all": {}
},
"filter": {
"geo_bounding_box": {
"point": {
"top_left": "ut",
"bottom_right": "ut"
}
}
}
}
}
}