From 11086d5c7d65c581c4c88c1e5362a21360f051d8 Mon Sep 17 00:00:00 2001 From: Tal Levy Date: Thu, 18 Jun 2020 12:36:24 -0700 Subject: [PATCH] add geo_shape documentation for supported aggregations (#58284) (#58354) This commit adds documentation for geo_shape fields in aggregations Closes #55495. --- .../bucket/geohashgrid-aggregation.asciidoc | 10 ++ .../bucket/geotilegrid-aggregation.asciidoc | 11 +++ .../metrics/geobounds-aggregation.asciidoc | 64 ++++++++++++- .../metrics/geocentroid-aggregation.asciidoc | 87 +++++++++++++++++- .../images/spatial/geoshape_grid.png | Bin 0 -> 261387 bytes 5 files changed, 168 insertions(+), 4 deletions(-) create mode 100644 docs/reference/images/spatial/geoshape_grid.png diff --git a/docs/reference/aggregations/bucket/geohashgrid-aggregation.asciidoc b/docs/reference/aggregations/bucket/geohashgrid-aggregation.asciidoc index a83994006ec..1a092d6e940 100644 --- a/docs/reference/aggregations/bucket/geohashgrid-aggregation.asciidoc +++ b/docs/reference/aggregations/bucket/geohashgrid-aggregation.asciidoc @@ -268,6 +268,16 @@ Cell dimensions vary with latitude and so the table is for the worst-case scenar 12:: 3.7cm x 1.9cm +[discrete] +[role="xpack"] +==== Aggregating `geo_shape` fields + +Aggregating on <> fields works just as it does for points, except that a single +shape can be counted for in multiple tiles. A shape will contribute to the count of matching values +if any part of its shape intersects with that tile. Below is an image that demonstrates this + + +image:images/spatial/geoshape_grid.png[] ==== Options diff --git a/docs/reference/aggregations/bucket/geotilegrid-aggregation.asciidoc b/docs/reference/aggregations/bucket/geotilegrid-aggregation.asciidoc index 41b7d0f42c3..44238ee9bb9 100644 --- a/docs/reference/aggregations/bucket/geotilegrid-aggregation.asciidoc +++ b/docs/reference/aggregations/bucket/geotilegrid-aggregation.asciidoc @@ -219,6 +219,17 @@ POST /museums/_search?size=0 -------------------------------------------------- // TESTRESPONSE[s/\.\.\./"took": $body.took,"_shards": $body._shards,"hits":$body.hits,"timed_out":false,/] +[discrete] +[role="xpack"] +==== Aggregating `geo_shape` fields + +Aggregating on <> fields works just as it does for points, except that a single +shape can be counted for in multiple tiles. A shape will contribute to the count of matching values +if any part of its shape intersects with that tile. Below is an image that demonstrates this + + +image:images/spatial/geoshape_grid.png[] + ==== Options [horizontal] diff --git a/docs/reference/aggregations/metrics/geobounds-aggregation.asciidoc b/docs/reference/aggregations/metrics/geobounds-aggregation.asciidoc index f705bbe0bed..43c2ee0e5f2 100644 --- a/docs/reference/aggregations/metrics/geobounds-aggregation.asciidoc +++ b/docs/reference/aggregations/metrics/geobounds-aggregation.asciidoc @@ -1,7 +1,7 @@ [[search-aggregations-metrics-geobounds-aggregation]] === Geo Bounds Aggregation -A metric aggregation that computes the bounding box containing all geo_point values for a field. +A metric aggregation that computes the bounding box containing all geo values for a field. Example: @@ -77,3 +77,65 @@ The response for the above aggregation: } -------------------------------------------------- // TESTRESPONSE[s/\.\.\./"took": $body.took,"_shards": $body._shards,"hits":$body.hits,"timed_out":false,/] + +[discrete] +[role="xpack"] +==== Geo Bounds Aggregation on `geo_shape` fields + +The Geo Bounds Aggregation is also supported on `geo_shape` fields. + +Example: + +[source,console] +-------------------------------------------------- +PUT /places +{ + "mappings": { + "properties": { + "geometry": { + "type": "geo_shape" + } + } + } +} + +POST /places/_bulk?refresh +{"index":{"_id":1}} +{"name": "NEMO Science Museum", "geometry": "POINT(4.912350 52.374081)" } +{"index":{"_id":2}} +{"name": "Sportpark De Weeren", "geometry": { "type": "Polygon", "coordinates": [ [ [ 4.965305328369141, 52.39347642069457 ], [ 4.966979026794433, 52.391721758934835 ], [ 4.969425201416015, 52.39238958618537 ], [ 4.967944622039794, 52.39420969150824 ], [ 4.965305328369141, 52.39347642069457 ] ] ] } } + +POST /places/_search?size=0 +{ + "aggs" : { + "viewport" : { + "geo_bounds" : { + "field" : "geometry" + } + } + } +} +-------------------------------------------------- +// TEST + +[source,console-result] +-------------------------------------------------- +{ + ... + "aggregations": { + "viewport": { + "bounds": { + "top_left": { + "lat": 52.39420966710895, + "lon": 4.912349972873926 + }, + "bottom_right": { + "lat": 52.374080987647176, + "lon": 4.969425117596984 + } + } + } + } +} +-------------------------------------------------- +// TESTRESPONSE[s/\.\.\./"took": $body.took,"_shards": $body._shards,"hits":$body.hits,"timed_out":false,/] diff --git a/docs/reference/aggregations/metrics/geocentroid-aggregation.asciidoc b/docs/reference/aggregations/metrics/geocentroid-aggregation.asciidoc index 659dec496c8..39494b1a55b 100644 --- a/docs/reference/aggregations/metrics/geocentroid-aggregation.asciidoc +++ b/docs/reference/aggregations/metrics/geocentroid-aggregation.asciidoc @@ -1,7 +1,7 @@ [[search-aggregations-metrics-geocentroid-aggregation]] === Geo Centroid Aggregation -A metric aggregation that computes the weighted https://en.wikipedia.org/wiki/Centroid[centroid] from all coordinate values for a <> field. +A metric aggregation that computes the weighted https://en.wikipedia.org/wiki/Centroid[centroid] from all coordinate values for geo fields. Example: @@ -144,6 +144,87 @@ The response for the above aggregation: -------------------------------------------------- // TESTRESPONSE[s/\.\.\./"took": $body.took,"_shards": $body._shards,"hits":$body.hits,"timed_out":false,/] + +[discrete] +[role="xpack"] +==== Geo Centroid Aggregation on `geo_shape` fields + +The centroid metric for geo-shapes is more nuanced than for points. The centroid of a specific aggregation bucket +containing shapes is the centroid of the highest-dimensionality shape type in the bucket. For example, if a bucket contains +shapes comprising of polygons and lines, then the lines do not contribute to the centroid metric. Each type of shape's +centroid is calculated differently. Envelopes and circles ingested via the <> are treated +as polygons. + +|=== +|Geometry Type | Centroid Calculation + +|[Multi]Point +|equally weighted average of all the coordinates + +|[Multi]LineString +|a weighted average of all the centroids of each segment, where the weight of each segment is its length in degrees + +|[Multi]Polygon +|a weighted average of all the centroids of all the triangles of a polygon where the triangles are formed by every two consecutive vertices and the starting-point. + holes have negative weights. weights represent the area of the triangle in deg^2 calculated + +|GeometryCollection +|The centroid of all the underlying geometries with the highest dimension. If Polygons and Lines and/or Points, then lines and/or points are ignored. + If Lines and Points, then points are ignored +|=== + +Example: + +[source,console] +-------------------------------------------------- +PUT /places +{ + "mappings": { + "properties": { + "geometry": { + "type": "geo_shape" + } + } + } +} + +POST /places/_bulk?refresh +{"index":{"_id":1}} +{"name": "NEMO Science Museum", "geometry": "POINT(4.912350 52.374081)" } +{"index":{"_id":2}} +{"name": "Sportpark De Weeren", "geometry": { "type": "Polygon", "coordinates": [ [ [ 4.965305328369141, 52.39347642069457 ], [ 4.966979026794433, 52.391721758934835 ], [ 4.969425201416015, 52.39238958618537 ], [ 4.967944622039794, 52.39420969150824 ], [ 4.965305328369141, 52.39347642069457 ] ] ] } } + +POST /places/_search?size=0 +{ + "aggs" : { + "centroid" : { + "geo_centroid" : { + "field" : "geometry" + } + } + } +} +-------------------------------------------------- +// TEST + +[source,console-result] +-------------------------------------------------- +{ + ... + "aggregations": { + "centroid": { + "location": { + "lat": 52.39296147599816, + "lon": 4.967404240742326 + }, + "count": 2 + } + } +} +-------------------------------------------------- +// TESTRESPONSE[s/\.\.\./"took": $body.took,"_shards": $body._shards,"hits":$body.hits,"timed_out":false,/] + + [WARNING] .Using `geo_centroid` as a sub-aggregation of `geohash_grid` ==== @@ -152,8 +233,8 @@ aggregation places documents, not individual geo-points, into buckets. If a document's `geo_point` field contains <>, the document could be assigned to multiple buckets, even if one or more of its geo-points are outside the bucket boundaries. - + If a `geocentroid` sub-aggregation is also used, each centroid is calculated using all geo-points in a bucket, including those outside the bucket boundaries. 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