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[processing][needs-doc][FEATURE] Sample raster values to point
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| # -*- coding: utf-8 -*- | ||
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| """ | ||
| *************************************************************************** | ||
| RasterSampling.py | ||
| ----------------------- | ||
| Date : July 2018 | ||
| Copyright : (C) 2018 by Matteo Ghetta | ||
| Email : matteo dot ghetta at gmail dot com | ||
| *************************************************************************** | ||
| * * | ||
| * This program is free software; you can redistribute it and/or modify * | ||
| * it under the terms of the GNU General Public License as published by * | ||
| * the Free Software Foundation; either version 2 of the License, or * | ||
| * (at your option) any later version. * | ||
| * * | ||
| *************************************************************************** | ||
| """ | ||
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| __author__ = 'Matteo Ghetta' | ||
| __date__ = 'July 2018' | ||
| __copyright__ = '(C) 2018, Matteo Ghetta' | ||
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| # This will get replaced with a git SHA1 when you do a git archive | ||
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| __revision__ = '$Format:%H$' | ||
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| import os | ||
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| from qgis.PyQt.QtGui import QIcon | ||
| from qgis.PyQt.QtCore import QVariant | ||
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| from qgis.core import (QgsApplication, | ||
| QgsField, | ||
| QgsFeatureSink, | ||
| QgsRaster, | ||
| QgsProcessing, | ||
| QgsProcessingParameterMultipleLayers, | ||
| QgsFields, | ||
| QgsProcessingUtils, | ||
| QgsProcessingException, | ||
| QgsProcessingParameterFeatureSource, | ||
| QgsProcessingParameterFeatureSink) | ||
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| from processing.algs.qgis.QgisAlgorithm import QgisAlgorithm | ||
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| class RasterSampling(QgisAlgorithm): | ||
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| INPUT = 'INPUT' | ||
| RASTERCOPY = 'RASTERCOPY' | ||
| OUTPUT = 'OUTPUT' | ||
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| def name(self): | ||
| return 'rastersampling' | ||
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| def displayName(self): | ||
| return self.tr('Sample Raster Values') | ||
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| def group(self): | ||
| return self.tr('Raster analysis') | ||
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| def groupId(self): | ||
| return 'rasteranalysis' | ||
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| def __init__(self): | ||
| super().__init__() | ||
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| def initAlgorithm(self, config=None): | ||
| self.addParameter( | ||
| QgsProcessingParameterFeatureSource( | ||
| self.INPUT, | ||
| self.tr('Input Point Layer'), | ||
| [QgsProcessing.TypeVectorPoint] | ||
| ) | ||
| ) | ||
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| self.addParameter( | ||
| QgsProcessingParameterMultipleLayers( | ||
| self.RASTERCOPY, | ||
| self.tr('Raster Layer to sample'), | ||
| QgsProcessing.TypeRaster | ||
| ) | ||
| ) | ||
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| self.addParameter( | ||
| QgsProcessingParameterFeatureSink( | ||
| self.OUTPUT, | ||
| self.tr('Sampled Points') | ||
| ) | ||
| ) | ||
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| def processAlgorithm(self, parameters, context, feedback): | ||
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| source = self.parameterAsSource( | ||
| parameters, | ||
| self.INPUT, | ||
| context | ||
| ) | ||
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| sampled_rasters = self.parameterAsLayerList( | ||
| parameters, | ||
| self.RASTERCOPY, | ||
| context | ||
| ) | ||
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| if source is None: | ||
| raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) | ||
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| source_fields = source.fields() | ||
| raster_fields = QgsFields() | ||
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| # append field to vector as rasterName_bandCount | ||
| for i in sampled_rasters: | ||
| for b in range(i.bandCount()): | ||
| raster_fields.append(QgsField(i.name() + str('_{}'.format(b+1)), QVariant.Double)) | ||
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| # combine all the vector fields | ||
| out_fields = QgsProcessingUtils.combineFields(source_fields, raster_fields) | ||
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| (sink, dest_id) = self.parameterAsSink( | ||
| parameters, | ||
| self.OUTPUT, | ||
| context, | ||
| out_fields, | ||
| source.wkbType(), | ||
| source.sourceCrs() | ||
| ) | ||
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| if sink is None: | ||
| raise QgsProcessingException(self.invalidSinkError(parameters, self.OUTPUT)) | ||
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| total = 100.0 / source.featureCount() if source.featureCount() else 0 | ||
| features = source.getFeatures() | ||
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| for n, i in enumerate(source.getFeatures()): | ||
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| for rr in sampled_rasters: | ||
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| attrs = i.attributes() | ||
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| if rr.bandCount() >1: | ||
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| for b in range(rr.bandCount()): | ||
| attrs.append(rr.dataProvider().identify(i.geometry().asPoint(), | ||
| QgsRaster.IdentifyFormatValue).results()[b+1]) | ||
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| attrs.append(rr.dataProvider().identify(i.geometry().asPoint(), QgsRaster.IdentifyFormatValue).results()[1]) | ||
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| i.setAttributes(attrs) | ||
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| sink.addFeature(i, QgsFeatureSink.FastInsert) | ||
| feedback.setProgress(int(n * total)) | ||
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| return {self.OUTPUT: dest_id} |
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|---|---|---|
| @@ -0,0 +1,56 @@ | ||
| <?xml version="1.0" encoding="utf-8" ?> | ||
| <ogr:FeatureCollection | ||
| xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://ogr.maptools.org/ raster_sampling.xsd" | ||
| xmlns:ogr="http://ogr.maptools.org/" | ||
| xmlns:gml="http://www.opengis.net/gml"> | ||
| <gml:boundedBy> | ||
| <gml:Box> | ||
| <gml:coord><gml:X>18.67356158120081</gml:X><gml:Y>45.78707029401009</gml:Y></gml:coord> | ||
| <gml:coord><gml:X>18.6923582796333</gml:X><gml:Y>45.80603482010714</gml:Y></gml:coord> | ||
| </gml:Box> | ||
| </gml:boundedBy> | ||
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| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.0"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6735615812008,45.8060348201071</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>1</ogr:id> | ||
| <ogr:dem_1>91.9273986816406</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.1"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6891695540064,45.8035174051385</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>2</ogr:id> | ||
| <ogr:dem_1>122.21053314209</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.2"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6923582796333,45.7875737770038</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>3</ogr:id> | ||
| <ogr:dem_1>129.417877197266</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.3"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6796033771255,45.7870702940101</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>4</ogr:id> | ||
| <ogr:dem_1>109.654373168945</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.4"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6812816537713,45.7964686432263</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>5</ogr:id> | ||
| <ogr:dem_1>174.289291381836</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| <gml:featureMember> | ||
| <ogr:raster_sampling fid="raster_sampling.5"> | ||
| <ogr:geometryProperty><gml:Point srsName="EPSG:4326"><gml:coordinates>18.6735615812008,45.7926086069411</gml:coordinates></gml:Point></ogr:geometryProperty> | ||
| <ogr:id>6</ogr:id> | ||
| <ogr:dem_1>93.1188354492188</ogr:dem_1> | ||
| </ogr:raster_sampling> | ||
| </gml:featureMember> | ||
| </ogr:FeatureCollection> |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| <?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="raster_sampling" type="ogr:raster_sampling_Type" substitutionGroup="gml:_Feature"/> | ||
| <xs:complexType name="raster_sampling_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="id" nillable="true" minOccurs="0" maxOccurs="1"> | ||
| <xs:simpleType> | ||
| <xs:restriction base="xs:long"> | ||
| <xs:totalDigits value="10"/> | ||
| </xs:restriction> | ||
| </xs:simpleType> | ||
| </xs:element> | ||
| <xs:element name="dem_1" 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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