From fd17de86bea22a2815a66a3a3503f73d2ce97785 Mon Sep 17 00:00:00 2001 From: Craig Taverner Date: Mon, 6 Feb 2023 11:18:48 +0100 Subject: [PATCH] Add docs for geo_grid ingest processor Adds docs for https://github.com/elastic/elasticsearch/pull/93370 --- docs/reference/images/spatial/geogrid_h3.png | Bin 0 -> 924277 bytes .../images/spatial/geogrid_h3_child.png | Bin 0 -> 856639 bytes .../images/spatial/geogrid_h3_children.png | Bin 0 -> 1549537 bytes .../reference/images/spatial/geogrid_tile.png | Bin 0 -> 649917 bytes .../images/spatial/geogrid_tile_child.png | Bin 0 -> 376504 bytes docs/reference/ingest/processors.asciidoc | 1 + .../ingest/processors/circle.asciidoc | 4 +- .../ingest/processors/geo-grid.asciidoc | 250 ++++++++++++++++++ 8 files changed, 253 insertions(+), 2 deletions(-) create mode 100644 docs/reference/images/spatial/geogrid_h3.png create mode 100644 docs/reference/images/spatial/geogrid_h3_child.png create mode 100644 docs/reference/images/spatial/geogrid_h3_children.png create mode 100644 docs/reference/images/spatial/geogrid_tile.png create mode 100644 docs/reference/images/spatial/geogrid_tile_child.png create mode 100644 docs/reference/ingest/processors/geo-grid.asciidoc diff --git a/docs/reference/images/spatial/geogrid_h3.png b/docs/reference/images/spatial/geogrid_h3.png new file mode 100644 index 0000000000000000000000000000000000000000..7552104044c28827f0ae2d23dd9fb6b30d727676 GIT binary patch literal 924277 zcmZU)19YX$vOm1zOgyoZiEZz2l8Nn1Y}>YN+qP}nPA0aKiT`=eIrrYPzOUEn-Su>L zRXvUMtol{e4waP_frr6{0RRB-VxmIw006Wb007Pl4f)kmhC4O_0Kn9k3JS`K2?`R* z+F2W!S{MQVqM?b&P_haq=sutB^MXGmpnr)UOT`c&@rxhlJ{b{{fcy+){817D|6N7r z*Z1!rh5{=5s2Z?@=D$$U&_M>n=thY0s=^^~lAL{iw7ed6vR_TS*>|~LK2LLgW`0g& zzyeao&|wsGT>*38Cwa2g>~0Q{Gq9peDJ_W%mCs-LmBnYEmy09S0^!%8vkW;3n)Gg4&uD;*@ z5DU3b@e+TubA)<_W6?*B8j*{;9@5PFJ?(@CmY%bI9v%JNj!U9Soz(TAk&hc8N1YYb zoY_o3^O8p&fP$Q4$_8HWO^P9Bho~KfZ0Z}Qjz3<XCHufVMt(;XQJ_rbJrTL z(1a@oh})BfY^2stpidqo76^%6h;b*ecp1sNEYKKV6N4G6Wgs82AMMdKhLhyZy|{u} zH@9|Z&D9r&b_40NNjKB8P%nvjfbLaZSw5T?3b?eDk>hvQ8F!&EFR=5Q1+4+4z4G2# zWz7q8Q_x?pAVRmlv88juE@|`%In8tpwdI3AgoKCi69mNt1RWYY>!f2*!5Ous8ma30 z4NCmniDbdJi$ju+K5w>_p{^l(kK*){Mku>;vHSPD-6IS27Z95lAD^j=$VLbs{b)eU z>y%MSU_<^lK=Kd=vfNOFWmzTw63G`g2UIENn}hFn1~BCwbPiCJoo^ljNb=Tjs*oIn z-wHs!t3uTEkj22>_9E2aB>0Nk02ci6cQ{NSjeCCCKsfl}&miLa2rz(V`P*J2Nd80$ z@E<{fkPmDi^c+F0^TUi`-v9P2m@5m13Pt)8R20-uAU)Tk1e(gfEQjkDo_=x+--`OMYd|^xMm>@%hzP;SeWBOl94J%1&HaTotRCQ2e)N5rHhkRB ze8J?h08;2W80feB*H9@kX9HJ(q z8-x)^WT7xZf_W&687Yz*LNugoNc1RBA=U;41`Y=2hCdDdGT|7C8%B+4Bx1!qi^`Lv z#%zd5h$7E9$-|$3p5ULrr%JLBw#Vs@p6p-jbKR2O65m3pg;liDNF-6W3p8moi8aYQ z7UBv>Ye!KwOVTM+30($kz_()Dg1dsbI=eQ#xjoxG&)+)llcQ3=B*6&4n8HB71fx|^ zaw`o`VpF(L*`e8^B2s9{;}+#mw4pk~1lOh7#n`1X{T!5sFQqYKV$F6-Sd+q2kyrd( zf?C?}yHw+(VvZ307jsUnNom8+HQP1IHF86E!y+ab*K|97yX;%{L|3XRD(*z?MBzlQ zM42)NC7DIk#mutFGQ`ChGcvOuX5|Zy<(kUwjL}@vw)n>0{+OegXD+)5tK>1Cl-|p`0X;R; 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cells to regular bounding boxes or polygons which describe their shape. +This is useful if there is a need to interact with the tile shapes as spatially indexable fields. +For example the `geotile` field value `"4/8/3"` could be indexed as a string field, but that would not enable +any spatial operations on it. +Instead we should convert it to the value +`"POLYGON ((0.0 40.979898069620134, 22.5 40.979898069620134, 22.5 55.77657301866769, 0.0 55.77657301866769, 0.0 40.979898069620134))"`, +which can be indexed as a <> field. + +[[geo-grid-processor-options]] +.geo_grid processor options +[options="header"] +|====== +| Name | Required | Default | Description +| `field` | yes | - | The field to interpret as a geo-tile. The field format is determined by the `tile_type`. +| `tile_type` | yes | - | Three tile formats are understood: `geohash`, `geotile` and `geohex`. +| `target_field` | no | `field` | The field to assign the polygon shape to, by default `field` is updated in-place. +| `parent_field` | no | - | If specified and a parent tile exists, save that tile address to this field. +| `children_field` | no | - | If specified and children tiles exist, save those tile addresses to this field as an array of strings. +| `non_children_field` | no | - | If specified and intersecting non-child tiles exist, save their addresses to this field as an array of strings. +| `precision_field` | no | - | If specified, save the tile precision (zoom) as an integer to this field. +| `ignore_missing` | no | - | If `true` and `field` does not exist, the processor quietly exits without modifying the document. +| `target_format` | no | "GEOJSON" | Which format to save the generated polygon in. Either `WKT` or `GeoJSON`. +include::common-options.asciidoc[] +|====== + +To demonstrate the usage of this ingest processor, consider an index called `geocells` +with a mapping for a field `geocell` of type `geo_shape`. +In order to populate that index using `geotile` and `geohex` fields, we would need to define +two ingest processors: + +[source,console] +-------------------------------------------------- +PUT geocells +{ + "mappings": { + "properties": { + "geocell": { + "type": "geo_shape" + } + } + } +} + +PUT _ingest/pipeline/geotile2shape +{ + "description": "translate rectangular z/x/y geotile to bounding box", + "processors": [ + { + "geo_grid": { + "field": "geocell", + "tile_type": "geotile" + } + } + ] +} + +PUT _ingest/pipeline/geohex2shape +{ + "description": "translate H3 cell to polygon", + "processors": [ + { + "geo_grid": { + "field": "geocell", + "tile_type": "geohex", + "target_format": "wkt" + } + } + ] +} +-------------------------------------------------- + +Using the two pipelines above, we can attempt to index documents into the `geocells` index. +The `geocell` field will be the string version of either a rectangular tile with format `z/x/y` or an H3 cell address, +depending on which ingest processor we use when indexing the document. +The resulting geometry will be represented and indexed as a <> field in either +http://geojson.org[GeoJSON] or the https://docs.opengeospatial.org/is/12-063r5/12-063r5.html[Well-Known Text] format. + +==== Example: Rectangular geo-tile with envelope in GeoJSON + +In this example a `geocell` field with a value defined in `z/x/y` format is indexed as a +http://geojson.org[GeoJSON Envelope] since the ingest-processor above was defined with default `target_format`. + +[source,console] +-------------------------------------------------- +PUT geocells/_doc/1?pipeline=geotile2shape +{ + "geocell": "4/8/5" +} + +GET geocells/_doc/1 +-------------------------------------------------- +// TEST[continued] + +The response shows how the ingest-processor has replaced the `geocell` field with an indexable `geo_shape`: + +[source,console-result] +-------------------------------------------------- +{ + "_index": "geocells", + "_id": "1", + "_version": 1, + "_seq_no": 0, + "_primary_term": 1, + "found": true, + "_source": { + "geocell": { + "type": "Envelope", + "coordinates": [ + [ 0.0, 55.77657301866769 ], + [ 22.5, 40.979898069620134 ] + ] + } + } +} +-------------------------------------------------- +// TESTRESPONSE[s/"_version": \d+/"_version": $body._version/ s/"_seq_no": \d+/"_seq_no": $body._seq_no/ s/"_primary_term": 1/"_primary_term": $body._primary_term/] + +image:images/spatial/geogrid_tile.png[Kibana map with showing the geotile at 4/8/5 and its four child cells] + +==== Example: Hexagonal geo-tile with polygon in WKT format + +In this example a `geocell` field with an H3 string address is indexed as a +https://docs.opengeospatial.org/is/12-063r5/12-063r5.html[WKT Polygon], since the ingest-processor explicitly +defined the `target_format` above. + +[source,console] +-------------------------------------------------- +PUT geocells/_doc/1?pipeline=geohex2shape +{ + "geocell": "811fbffffffffff" +} + +GET geocells/_doc/1 +-------------------------------------------------- +// TEST[continued] + +The response shows how the ingest-processor has replaced the `geocell` field with an indexable `geo_shape`: + +[source,console-result] +-------------------------------------------------- +{ + "_index": "geocells", + "_id": "1", + "_version": 1, + "_seq_no": 0, + "_primary_term": 1, + "found": true, + "_source": { + "geocell": "POLYGON ((1.1885095294564962 49.470279179513454, 2.0265689212828875 45.18424864858389, 7.509948452934623 43.786609335802495, 12.6773177459836 46.40695743262768, 12.345747342333198 50.55427505169064, 6.259687012061477 51.964770150370896, 3.6300085578113794 50.610463307239115, 1.1885095294564962 49.470279179513454))" + } +} +-------------------------------------------------- +// TESTRESPONSE[s/"_version": \d+/"_version": $body._version/ s/"_seq_no": \d+/"_seq_no": $body._seq_no/ s/"_primary_term": 1/"_primary_term": $body._primary_term/] + +image:images/spatial/geogrid_h3.png[Kibana map with showing an H3 cell, and its seven child cells] + +==== Example: Enriched tile details + +As described in the <> above, +there are many other fields that can be set, which will enrich the information available. +For example, with H3 tiles there are 7 child tiles, but only the first is fully contained by the parent. +The remaining six are only partially overlapping the parent, and there exist a further six non-child tiles +that overlap the parent. +This can be investigated by adding parent and child additional fields to the ingest-processor: + +[source,console] +-------------------------------------------------- +PUT _ingest/pipeline/geohex2shape +{ + "description": "translate H3 cell to polygon with enriched fields", + "processors": [ + { + "geo_grid": { + "description": "Ingest H3 cells like '811fbffffffffff' and create polygons", + "field": "geocell", + "tile_type": "geohex", + "target_format": "wkt", + "target_field": "shape", + "parent_field": "parent", + "children_field": "children", + "non_children_field": "nonChildren", + "precision_field": "precision" + } + } + ] +} +-------------------------------------------------- + +Now when we index the document we will see a different result. + +[source,console] +-------------------------------------------------- +PUT geocells/_doc/1?pipeline=geohex2shape +{ + "geocell": "811fbffffffffff" +} + +GET geocells/_doc/1 +-------------------------------------------------- +// TEST[continued] + +The response from the above index request: + +[source,console-result] +-------------------------------------------------- +{ + "_index": "geocells", + "_id": "1", + "_version": 1, + "_seq_no": 0, + "_primary_term": 1, + "found": true, + "_source": { + "parent": "801ffffffffffff", + "geocell": "811fbffffffffff", + "precision": 1, + "shape": "POLYGON ((1.1885095294564962 49.470279179513454, 2.0265689212828875 45.18424864858389, 7.509948452934623 43.786609335802495, 12.6773177459836 46.40695743262768, 12.345747342333198 50.55427505169064, 6.259687012061477 51.964770150370896, 3.6300085578113794 50.610463307239115, 1.1885095294564962 49.470279179513454))", + "children": [ + "821f87fffffffff", + "821f8ffffffffff", + "821f97fffffffff", + "821f9ffffffffff", + "821fa7fffffffff", + "821faffffffffff", + "821fb7fffffffff" + ], + "nonChildren": [ + "821ea7fffffffff", + "82186ffffffffff", + "82396ffffffffff", + "821f17fffffffff", + "821e37fffffffff", + "82194ffffffffff" + ] + } +} +-------------------------------------------------- +// TESTRESPONSE[s/"_version": \d+/"_version": $body._version/ s/"_seq_no": \d+/"_seq_no": $body._seq_no/ s/"_primary_term": 1/"_primary_term": $body._primary_term/] + +This additional information will then allow us to, for example, create a visualization of the H3 cell, +its children and its intersecting non-children cells. + +image:images/spatial/geogrid_h3_children.png[Kibana map with three H3 layers: cell, children and intersecting non-children]

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