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[FEATURE] New Processing algorithm "Join attributes by nearest" 
K-nearest neighbour joins from the Processing toolbox!

This algorithm takes an input vector layer and creates a new
vector layer that is an with additional attributes in its attribute table
The additional attributes and their values are taken from a second
vector layer, where features are joined by finding the closest features
from each layer.

By default only the single nearest feature is joined, but optionally
the join can use the n-nearest neighboring features instead.

If a maximum distance is specified, then only features which are
closer than this distance will be matched.
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@nyalldawson
nyalldawson committed Apr 2, 2019
1 parent 8d6e3dc commit 95af4d4a45f48889358446a0c9d02eb9d54860d7
Unified Split
Showing with 1,996 additions and 1 deletion.
  1. +48 −0 python/plugins/processing/tests/testdata/custom/snap_lines_3857.gml
  2. +23 −0 python/plugins/processing/tests/testdata/custom/snap_lines_3857.xsd
  3. +62 −0 python/plugins/processing/tests/testdata/expected/join_points_to_layers_discard.gml
  4. +43 −0 python/plugins/processing/tests/testdata/expected/join_points_to_layers_discard.xsd
  5. +29 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_no_matches.gml
  6. +23 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_no_matches.xsd
  7. +86 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_self.gml
  8. +43 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_self.xsd
  9. +158 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_self_2.gml
  10. +43 −0 python/plugins/processing/tests/testdata/expected/join_to_nearest_self_2.xsd
  11. +86 −0 python/plugins/processing/tests/testdata/expected/nearest_lines_to_points_reprojected.gml
  12. +43 −0 python/plugins/processing/tests/testdata/expected/nearest_lines_to_points_reprojected.xsd
  13. +118 −0 python/plugins/processing/tests/testdata/expected/nearest_lines_to_polys.gml
  14. +63 −0 python/plugins/processing/tests/testdata/expected/nearest_lines_to_polys.xsd
  15. +60 −0 python/plugins/processing/tests/testdata/expected/nearest_points_to_lines.gml
  16. +43 −0 python/plugins/processing/tests/testdata/expected/nearest_points_to_lines.xsd
  17. +125 −0 python/plugins/processing/tests/testdata/expected/nearest_points_to_reproj_lines.gml
  18. +43 −0 python/plugins/processing/tests/testdata/expected/nearest_points_to_reproj_lines.xsd
  19. +113 −0 python/plugins/processing/tests/testdata/expected/nearest_polys_to_points.gml
  20. +63 −0 python/plugins/processing/tests/testdata/expected/nearest_polys_to_points.xsd
  21. +110 −0 python/plugins/processing/tests/testdata/expected/nearest_polys_to_points_options.gml
  22. +43 −0 python/plugins/processing/tests/testdata/expected/nearest_polys_to_points_options.xsd
  23. +170 −0 python/plugins/processing/tests/testdata/qgis_algorithm_tests.yaml
  24. +1 −0 src/analysis/CMakeLists.txt
  25. +1 −1 src/analysis/processing/qgsalgorithmjoinbyattribute.cpp
  26. +296 −0 src/analysis/processing/qgsalgorithmjoinbynearest.cpp
  27. +58 −0 src/analysis/processing/qgsalgorithmjoinbynearest.h
  28. +2 −0 src/analysis/processing/qgsnativealgorithms.cpp
48 python/plugins/processing/tests/testdata/custom/snap_lines_3857.gml
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<?xml version="1.0" encoding="utf-8" ?>
<ogr:FeatureCollection
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://ogr.maptools.org/ snap_lines_3857.xsd"
xmlns:ogr="http://ogr.maptools.org/"
xmlns:gml="http://www.opengis.net/gml">
<gml:boundedBy>
<gml:Box>
<gml:coord><gml:X>-111319.4907932723</gml:X><gml:Y>-557305.2572745769</gml:Y></gml:coord>
<gml:coord><gml:X>1263118.772597438</gml:X><gml:Y>589605.7184501204</gml:Y></gml:coord>
</gml:Box>
</gml:boundedBy>

<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.0">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>664056.507372498,256164.946276216 963271.043268034,178910.815565725 1263118.77259744,589605.71845012</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.1">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>-111319.490793272,-111325.142866386 111319.490793272,-111325.142866386</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.2">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>222638.981586547,-0.000000000708115 203336.794650833,238136.038774373 246182.324006617,233067.497373915 364841.971476963,202083.784506753</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.3">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>333958.47237982,-334111.171401961 333958.47237982,-557305.257274577</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.4">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>779236.435552915,-334111.171401961 1113194.90793273,-334111.171401961</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.5">
<ogr:geometryProperty><gml:LineString srsName="EPSG:3857"><gml:coordinates>648614.757823928,-318649.196224542 862884.352006337,-182767.696351667 1012154.59764253,36015.6211455719 1136357.53225559,94594.3964176019</gml:coordinates></gml:LineString></ogr:geometryProperty>
</ogr:snap_lines_3857>
</gml:featureMember>
<gml:featureMember>
<ogr:snap_lines_3857 fid="lines.6">
</ogr:snap_lines_3857>
</gml:featureMember>
</ogr:FeatureCollection>
23 python/plugins/processing/tests/testdata/custom/snap_lines_3857.xsd
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@@ -0,0 +1,23 @@
<?xml version="1.0" encoding="UTF-8"?>
<xs:schema targetNamespace="http://ogr.maptools.org/" xmlns:ogr="http://ogr.maptools.org/" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:gml="http://www.opengis.net/gml" elementFormDefault="qualified" version="1.0">
<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
<xs:complexType name="FeatureCollectionType">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureCollectionType">
<xs:attribute name="lockId" type="xs:string" use="optional"/>
<xs:attribute name="scope" type="xs:string" use="optional"/>
</xs:extension>
</xs:complexContent>
</xs:complexType>
<xs:element name="snap_lines_3857" type="ogr:snap_lines_3857_Type" substitutionGroup="gml:_Feature"/>
<xs:complexType name="snap_lines_3857_Type">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureType">
<xs:sequence>
<xs:element name="geometryProperty" type="gml:LineStringPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
</xs:sequence>
</xs:extension>
</xs:complexContent>
</xs:complexType>
</xs:schema>
62 python/plugins/processing/tests/testdata/expected/join_points_to_layers_discard.gml
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@@ -0,0 +1,62 @@
<?xml version="1.0" encoding="utf-8" ?>
<ogr:FeatureCollection
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://ogr.maptools.org/ join_points_to_layers_discard.xsd"
xmlns:ogr="http://ogr.maptools.org/"
xmlns:gml="http://www.opengis.net/gml">
<gml:boundedBy>
<gml:Box>
<gml:coord><gml:X>0.220296465222349</gml:X><gml:Y>-1.268187001140251</gml:Y></gml:coord>
<gml:coord><gml:X>7.181984036488029</gml:X><gml:Y>2.74139110604333</gml:Y></gml:coord>
</gml:Box>
</gml:boundedBy>

<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.0">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1,1</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.915920625957996</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.1">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.13409350057012,2.74139110604333</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.860133820101952</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.2">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>2,2</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.117399851996412</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.4">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.68392246294185,0.961687571265678</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.945227772283215</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.7">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>7.18198403648803,-1.26818700114025</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.5</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.620215569426356</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
<gml:featureMember>
<ogr:join_points_to_layers_discard fid="points.8">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.220296465222349,-1.21071835803877</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>lines.1</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>0.210718358038768</ogr:distance>
</ogr:join_points_to_layers_discard>
</gml:featureMember>
</ogr:FeatureCollection>
43 python/plugins/processing/tests/testdata/expected/join_points_to_layers_discard.xsd
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@@ -0,0 +1,43 @@
<?xml version="1.0" encoding="UTF-8"?>
<xs:schema targetNamespace="http://ogr.maptools.org/" xmlns:ogr="http://ogr.maptools.org/" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:gml="http://www.opengis.net/gml" elementFormDefault="qualified" version="1.0">
<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
<xs:complexType name="FeatureCollectionType">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureCollectionType">
<xs:attribute name="lockId" type="xs:string" use="optional"/>
<xs:attribute name="scope" type="xs:string" use="optional"/>
</xs:extension>
</xs:complexContent>
</xs:complexType>
<xs:element name="join_points_to_layers_discard" type="ogr:join_points_to_layers_discard_Type" substitutionGroup="gml:_Feature"/>
<xs:complexType name="join_points_to_layers_discard_Type">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureType">
<xs:sequence>
<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
<xs:element name="fid_2" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:string">
<xs:maxLength value="255"/>
</xs:restriction>
</xs:simpleType>
</xs:element>
<xs:element name="n" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:integer">
<xs:totalDigits value="10"/>
</xs:restriction>
</xs:simpleType>
</xs:element>
<xs:element name="distance" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:decimal">
</xs:restriction>
</xs:simpleType>
</xs:element>
</xs:sequence>
</xs:extension>
</xs:complexContent>
</xs:complexType>
</xs:schema>
29 python/plugins/processing/tests/testdata/expected/join_to_nearest_no_matches.gml
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@@ -0,0 +1,29 @@
<?xml version="1.0" encoding="utf-8" ?>
<ogr:FeatureCollection
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://ogr.maptools.org/ join_to_nearest_no_matches.xsd"
xmlns:ogr="http://ogr.maptools.org/"
xmlns:gml="http://www.opengis.net/gml">
<gml:boundedBy>
<gml:Box>
<gml:coord><gml:X>0.201140250855188</gml:X><gml:Y>-4.827594070695552</gml:Y></gml:coord>
<gml:coord><gml:X>7.971265678449257</gml:X><gml:Y>1.578563283922463</gml:Y></gml:coord>
</gml:Box>
</gml:boundedBy>

<gml:featureMember>
<ogr:join_to_nearest_no_matches fid="points.3">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.25860889395667,1.57856328392246</gml:coordinates></gml:Point></ogr:geometryProperty>
</ogr:join_to_nearest_no_matches>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_no_matches fid="points.5">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.201140250855188,-4.82759407069555</gml:coordinates></gml:Point></ogr:geometryProperty>
</ogr:join_to_nearest_no_matches>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_no_matches fid="points.6">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>7.97126567844926,0.609122006841505</gml:coordinates></gml:Point></ogr:geometryProperty>
</ogr:join_to_nearest_no_matches>
</gml:featureMember>
</ogr:FeatureCollection>
23 python/plugins/processing/tests/testdata/expected/join_to_nearest_no_matches.xsd
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@@ -0,0 +1,23 @@
<?xml version="1.0" encoding="UTF-8"?>
<xs:schema targetNamespace="http://ogr.maptools.org/" xmlns:ogr="http://ogr.maptools.org/" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:gml="http://www.opengis.net/gml" elementFormDefault="qualified" version="1.0">
<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
<xs:complexType name="FeatureCollectionType">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureCollectionType">
<xs:attribute name="lockId" type="xs:string" use="optional"/>
<xs:attribute name="scope" type="xs:string" use="optional"/>
</xs:extension>
</xs:complexContent>
</xs:complexType>
<xs:element name="join_to_nearest_no_matches" type="ogr:join_to_nearest_no_matches_Type" substitutionGroup="gml:_Feature"/>
<xs:complexType name="join_to_nearest_no_matches_Type">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureType">
<xs:sequence>
<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
</xs:sequence>
</xs:extension>
</xs:complexContent>
</xs:complexType>
</xs:schema>
86 python/plugins/processing/tests/testdata/expected/join_to_nearest_self.gml
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@@ -0,0 +1,86 @@
<?xml version="1.0" encoding="utf-8" ?>
<ogr:FeatureCollection
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://ogr.maptools.org/ join_to_nearest_self.xsd"
xmlns:ogr="http://ogr.maptools.org/"
xmlns:gml="http://www.opengis.net/gml">
<gml:boundedBy>
<gml:Box>
<gml:coord><gml:X>0.201140250855188</gml:X><gml:Y>-4.827594070695552</gml:Y></gml:coord>
<gml:coord><gml:X>7.971265678449257</gml:X><gml:Y>2.74139110604333</gml:Y></gml:coord>
</gml:Box>
</gml:boundedBy>

<gml:featureMember>
<ogr:join_to_nearest_self fid="points.0">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1,1</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>1.4142135623731</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.1">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.13409350057012,2.74139110604333</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.2</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>1.3549276143601</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.2">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>2,2</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.1</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>1.3549276143601</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.3">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.25860889395667,1.57856328392246</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.4</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>1.69120460054011</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.4">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.68392246294185,0.961687571265678</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.3</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>1.69120460054011</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.5">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.201140250855188,-4.82759407069555</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.8</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>3.61692644124198</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.6">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>7.97126567844926,0.609122006841505</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.7</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>2.03648094068824</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.7">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>7.18198403648803,-1.26818700114025</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.6</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>2.03648094068824</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
<gml:featureMember>
<ogr:join_to_nearest_self fid="points.8">
<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.220296465222349,-1.21071835803877</gml:coordinates></gml:Point></ogr:geometryProperty>
<ogr:fid_2>points.0</ogr:fid_2>
<ogr:n>1</ogr:n>
<ogr:distance>2.34418712152302</ogr:distance>
</ogr:join_to_nearest_self>
</gml:featureMember>
</ogr:FeatureCollection>
43 python/plugins/processing/tests/testdata/expected/join_to_nearest_self.xsd
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@@ -0,0 +1,43 @@
<?xml version="1.0" encoding="UTF-8"?>
<xs:schema targetNamespace="http://ogr.maptools.org/" xmlns:ogr="http://ogr.maptools.org/" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:gml="http://www.opengis.net/gml" elementFormDefault="qualified" version="1.0">
<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
<xs:complexType name="FeatureCollectionType">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureCollectionType">
<xs:attribute name="lockId" type="xs:string" use="optional"/>
<xs:attribute name="scope" type="xs:string" use="optional"/>
</xs:extension>
</xs:complexContent>
</xs:complexType>
<xs:element name="join_to_nearest_self" type="ogr:join_to_nearest_self_Type" substitutionGroup="gml:_Feature"/>
<xs:complexType name="join_to_nearest_self_Type">
<xs:complexContent>
<xs:extension base="gml:AbstractFeatureType">
<xs:sequence>
<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
<xs:element name="fid_2" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:string">
<xs:maxLength value="255"/>
</xs:restriction>
</xs:simpleType>
</xs:element>
<xs:element name="n" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:integer">
<xs:totalDigits value="10"/>
</xs:restriction>
</xs:simpleType>
</xs:element>
<xs:element name="distance" nillable="true" minOccurs="0" maxOccurs="1">
<xs:simpleType>
<xs:restriction base="xs:decimal">
</xs:restriction>
</xs:simpleType>
</xs:element>
</xs:sequence>
</xs:extension>
</xs:complexContent>
</xs:complexType>
</xs:schema>

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