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# -*- coding: utf-8 -*- | ||
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""" | ||
*************************************************************************** | ||
BarPlot.py | ||
--------------------- | ||
Date : March 2015 | ||
Copyright : (C) 2017 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__ = 'March 2017' | ||
__copyright__ = '(C) 2017, 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 plotly as plt | ||
import plotly.graph_objs as go | ||
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from qgis.core import (QgsApplication) | ||
from processing.core.parameters import ParameterTable | ||
from processing.core.parameters import ParameterTableField | ||
from processing.core.parameters import ParameterSelection | ||
from processing.core.GeoAlgorithm import GeoAlgorithm | ||
from processing.core.outputs import OutputHTML | ||
from processing.tools import vector | ||
from processing.tools import dataobjects | ||
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class BoxPlot(GeoAlgorithm): | ||
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INPUT = 'INPUT' | ||
OUTPUT = 'OUTPUT' | ||
NAME_FIELD = 'NAME_FIELD' | ||
VALUE_FIELD = 'VALUE_FIELD' | ||
MSD = 'MSD' | ||
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def icon(self): | ||
return QgsApplication.getThemeIcon("/providerQgis.svg") | ||
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def svgIconPath(self): | ||
return QgsApplication.iconPath("providerQgis.svg") | ||
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def group(self): | ||
return self.tr('Graphics') | ||
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def name(self): | ||
return 'boxplot' | ||
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def displayName(self): | ||
return self.tr('Box plot') | ||
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def defineCharacteristics(self): | ||
self.addParameter(ParameterTable(self.INPUT, self.tr('Input table'))) | ||
self.addParameter(ParameterTableField(self.NAME_FIELD, | ||
self.tr('Category name field'), | ||
self.INPUT, | ||
ParameterTableField.DATA_TYPE_ANY)) | ||
self.addParameter(ParameterTableField(self.VALUE_FIELD, | ||
self.tr('Value field'), | ||
self.INPUT, | ||
ParameterTableField.DATA_TYPE_NUMBER)) | ||
msd = [self.tr('Show Mean'), | ||
self.tr('Show Standard Deviation'), | ||
self.tr('Don\'t show Mean and Standard Deviation') | ||
] | ||
self.addParameter(ParameterSelection( | ||
self.MSD, | ||
self.tr('Additional Statistic Lines'), | ||
msd, default=0)) | ||
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self.addOutput(OutputHTML(self.OUTPUT, self.tr('Box plot'))) | ||
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def processAlgorithm(self, feedback): | ||
layer = dataobjects.getLayerFromString( | ||
self.getParameterValue(self.INPUT)) | ||
namefieldname = self.getParameterValue(self.NAME_FIELD) | ||
valuefieldname = self.getParameterValue(self.VALUE_FIELD) | ||
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output = self.getOutputValue(self.OUTPUT) | ||
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values = vector.values(layer, valuefieldname) | ||
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x_var = [i[namefieldname] for i in layer.getFeatures()] | ||
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msdIndex = self.getParameterValue(self.MSD) | ||
msd = True | ||
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if msdIndex == 1: | ||
msd = 'sd' | ||
elif msdIndex == 2: | ||
msd = False | ||
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data = [go.Box( | ||
x=x_var, | ||
y=values[valuefieldname], | ||
boxmean=msd)] | ||
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plt.offline.plot(data, filename=output, auto_open=False) |
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100
python/plugins/processing/algs/qgis/VectorLayerScatterplot3D.py
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# -*- coding: utf-8 -*- | ||
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""" | ||
*************************************************************************** | ||
EquivalentNumField.py | ||
--------------------- | ||
Date : January 2013 | ||
Copyright : (C) 2013 by Victor Olaya | ||
Email : volayaf 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__ = 'Victor Olaya' | ||
__date__ = 'January 2013' | ||
__copyright__ = '(C) 2013, Victor Olaya' | ||
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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 plotly as plt | ||
import plotly.graph_objs as go | ||
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from qgis.core import (QgsApplication) | ||
from processing.core.GeoAlgorithm import GeoAlgorithm | ||
from processing.core.parameters import ParameterVector | ||
from processing.core.parameters import ParameterTableField | ||
from processing.core.outputs import OutputHTML | ||
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from processing.tools import vector | ||
from processing.tools import dataobjects | ||
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class VectorLayerScatterplot3D(GeoAlgorithm): | ||
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INPUT = 'INPUT' | ||
OUTPUT = 'OUTPUT' | ||
XFIELD = 'XFIELD' | ||
YFIELD = 'YFIELD' | ||
ZFIELD = 'ZFIELD' | ||
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def icon(self): | ||
return QgsApplication.getThemeIcon("/providerQgis.svg") | ||
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def svgIconPath(self): | ||
return QgsApplication.iconPath("providerQgis.svg") | ||
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def group(self): | ||
return self.tr('Graphics') | ||
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def name(self): | ||
return 'scatter3dplot' | ||
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def displayName(self): | ||
return self.tr('Vector layer scatterplot 3D') | ||
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def defineCharacteristics(self): | ||
self.addParameter(ParameterVector(self.INPUT, | ||
self.tr('Input layer'))) | ||
self.addParameter(ParameterTableField(self.XFIELD, | ||
self.tr('X attribute'), | ||
self.INPUT, | ||
ParameterTableField.DATA_TYPE_NUMBER)) | ||
self.addParameter(ParameterTableField(self.YFIELD, | ||
self.tr('Y attribute'), | ||
self.INPUT, | ||
ParameterTableField.DATA_TYPE_NUMBER)) | ||
self.addParameter(ParameterTableField(self.ZFIELD, | ||
self.tr('Z attribute'), | ||
self.INPUT, | ||
ParameterTableField.DATA_TYPE_NUMBER)) | ||
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self.addOutput(OutputHTML(self.OUTPUT, self.tr('Scatterplot 3D'))) | ||
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def processAlgorithm(self, feedback): | ||
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layer = dataobjects.getLayerFromString( | ||
self.getParameterValue(self.INPUT)) | ||
xfieldname = self.getParameterValue(self.XFIELD) | ||
yfieldname = self.getParameterValue(self.YFIELD) | ||
zfieldname = self.getParameterValue(self.ZFIELD) | ||
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output = self.getOutputValue(self.OUTPUT) | ||
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values = vector.values(layer, xfieldname, yfieldname, zfieldname) | ||
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data = [go.Scatter3d( | ||
x=values[xfieldname], | ||
y=values[yfieldname], | ||
z=values[zfieldname], | ||
mode='markers')] | ||
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plt.offline.plot(data, filename=output, auto_open=False) |