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nyalldawsonnyalldawson
committedJul 16, 2018
Tests for dbscan algorithm
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‎python/plugins/processing/tests/testdata/expected/dbscan_5_2.gml

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<?xml version="1.0" encoding="utf-8" ?>
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<ogr:FeatureCollection
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://ogr.maptools.org/ dbscan_5_2.xsd"
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xmlns:ogr="http://ogr.maptools.org/"
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xmlns:gml="http://www.opengis.net/gml">
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<gml:boundedBy>
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<gml:Box>
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<gml:coord><gml:X>-0.426063829787234</gml:X><gml:Y>-2.61063829787234</gml:Y></gml:coord>
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<gml:coord><gml:X>9.09095744680851</gml:X><gml:Y>4.22553191489362</gml:Y></gml:coord>
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</gml:Box>
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</gml:boundedBy>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.0">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>-0.426063829787234,2.19255319148936</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.1">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.45053191489362,1.96914893617021</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.2">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.40585106382979,0.807446808510639</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.3">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.199468085106383,-0.443617021276596</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.4">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.63989361702128,0.315957446808511</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.5">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>4.28776595744681,-0.823404255319149</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>1</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.6">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,0.070212765957447</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.7">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>6.90159574468085,0.40531914893617</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.8">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>9.09095744680851,-2.61063829787234</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>6</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_5_2 fid="points_wighted.9">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,4.22553191489362</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>8</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_5_2>
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</gml:featureMember>
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</ogr:FeatureCollection>

‎python/plugins/processing/tests/testdata/expected/dbscan_5_2.xsd

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<?xml version="1.0" encoding="UTF-8"?>
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<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">
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<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
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<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
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<xs:complexType name="FeatureCollectionType">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureCollectionType">
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<xs:attribute name="lockId" type="xs:string" use="optional"/>
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<xs:attribute name="scope" type="xs:string" use="optional"/>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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<xs:element name="dbscan_5_2" type="ogr:dbscan_5_2_Type" substitutionGroup="gml:_Feature"/>
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<xs:complexType name="dbscan_5_2_Type">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureType">
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<xs:sequence>
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<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
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<xs:element name="id" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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<xs:element name="CLUSTER_ID" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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</xs:sequence>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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</xs:schema>

‎python/plugins/processing/tests/testdata/expected/dbscan_multiple_clusters.gml

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<?xml version="1.0" encoding="utf-8" ?>
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<ogr:FeatureCollection
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://ogr.maptools.org/ dbscan_multiple_clusters.xsd"
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xmlns:ogr="http://ogr.maptools.org/"
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xmlns:gml="http://www.opengis.net/gml">
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<gml:boundedBy>
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<gml:Box>
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<gml:coord><gml:X>-0.426063829787234</gml:X><gml:Y>-2.61063829787234</gml:Y></gml:coord>
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<gml:coord><gml:X>9.09095744680851</gml:X><gml:Y>4.22553191489362</gml:Y></gml:coord>
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</gml:Box>
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</gml:boundedBy>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.0">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>-0.426063829787234,2.19255319148936</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.1">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.45053191489362,1.96914893617021</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.2">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.40585106382979,0.807446808510639</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.3">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.199468085106383,-0.443617021276596</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>1</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.4">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.63989361702128,0.315957446808511</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID>2</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.5">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>4.28776595744681,-0.823404255319149</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>1</ogr:id>
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<ogr:CLUSTER_ID>2</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.6">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,0.070212765957447</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID>2</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.7">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>6.90159574468085,0.40531914893617</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID>2</ogr:CLUSTER_ID>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.8">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>9.09095744680851,-2.61063829787234</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>6</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_multiple_clusters fid="points_wighted.9">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,4.22553191489362</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>8</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_multiple_clusters>
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</gml:featureMember>
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</ogr:FeatureCollection>

‎python/plugins/processing/tests/testdata/expected/dbscan_multiple_clusters.xsd

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<?xml version="1.0" encoding="UTF-8"?>
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<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">
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<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
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<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
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<xs:complexType name="FeatureCollectionType">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureCollectionType">
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<xs:attribute name="lockId" type="xs:string" use="optional"/>
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<xs:attribute name="scope" type="xs:string" use="optional"/>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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<xs:element name="dbscan_multiple_clusters" type="ogr:dbscan_multiple_clusters_Type" substitutionGroup="gml:_Feature"/>
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<xs:complexType name="dbscan_multiple_clusters_Type">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureType">
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<xs:sequence>
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<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
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<xs:element name="id" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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<xs:element name="CLUSTER_ID" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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</xs:sequence>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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</xs:schema>

‎python/plugins/processing/tests/testdata/expected/dbscan_no_clusters.gml

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<?xml version="1.0" encoding="utf-8" ?>
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<ogr:FeatureCollection
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://ogr.maptools.org/ dbscan_no_clusters.xsd"
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xmlns:ogr="http://ogr.maptools.org/"
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xmlns:gml="http://www.opengis.net/gml">
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<gml:boundedBy>
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<gml:Box>
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<gml:coord><gml:X>-0.426063829787234</gml:X><gml:Y>-2.61063829787234</gml:Y></gml:coord>
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<gml:coord><gml:X>9.09095744680851</gml:X><gml:Y>4.22553191489362</gml:Y></gml:coord>
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</gml:Box>
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</gml:boundedBy>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.0">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>-0.426063829787234,2.19255319148936</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.1">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.45053191489362,1.96914893617021</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.2">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>1.40585106382979,0.807446808510639</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.3">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>0.199468085106383,-0.443617021276596</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.4">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>3.63989361702128,0.315957446808511</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.5">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>4.28776595744681,-0.823404255319149</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>1</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.6">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,0.070212765957447</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>4</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.7">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>6.90159574468085,0.40531914893617</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>5</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.8">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>9.09095744680851,-2.61063829787234</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>6</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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<gml:featureMember>
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<ogr:dbscan_no_clusters fid="points_wighted.9">
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<ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>5.04734042553191,4.22553191489362</gml:coordinates></gml:Point></ogr:geometryProperty>
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<ogr:id>8</ogr:id>
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<ogr:CLUSTER_ID xsi:nil="true"/>
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</ogr:dbscan_no_clusters>
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</gml:featureMember>
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</ogr:FeatureCollection>

‎python/plugins/processing/tests/testdata/expected/dbscan_no_clusters.xsd

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<?xml version="1.0" encoding="UTF-8"?>
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<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">
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<xs:import namespace="http://www.opengis.net/gml" schemaLocation="http://schemas.opengis.net/gml/2.1.2/feature.xsd"/>
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<xs:element name="FeatureCollection" type="ogr:FeatureCollectionType" substitutionGroup="gml:_FeatureCollection"/>
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<xs:complexType name="FeatureCollectionType">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureCollectionType">
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<xs:attribute name="lockId" type="xs:string" use="optional"/>
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<xs:attribute name="scope" type="xs:string" use="optional"/>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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<xs:element name="dbscan_no_clusters" type="ogr:dbscan_no_clusters_Type" substitutionGroup="gml:_Feature"/>
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<xs:complexType name="dbscan_no_clusters_Type">
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<xs:complexContent>
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<xs:extension base="gml:AbstractFeatureType">
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<xs:sequence>
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<xs:element name="geometryProperty" type="gml:PointPropertyType" nillable="true" minOccurs="0" maxOccurs="1"/>
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<xs:element name="id" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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<xs:element name="CLUSTER_ID" nillable="true" minOccurs="0" maxOccurs="1">
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<xs:simpleType>
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<xs:restriction base="xs:integer">
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<xs:totalDigits value="10"/>
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</xs:restriction>
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</xs:simpleType>
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</xs:element>
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</xs:sequence>
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</xs:extension>
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</xs:complexContent>
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</xs:complexType>
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</xs:schema>

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