QGIS/python/plugins/processing/algs/qgis/RasterLayerHistogram.py

82 lines
3.1 KiB
Python

# -*- coding: utf-8 -*-
"""
***************************************************************************
RasterLayerHistogram.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. *
* *
***************************************************************************
"""
__author__ = 'Victor Olaya'
__date__ = 'January 2013'
__copyright__ = '(C) 2013, Victor Olaya'
# This will get replaced with a git SHA1 when you do a git archive
__revision__ = '$Format:%H$'
import matplotlib.pyplot as plt
import matplotlib.pylab as lab
from PyQt4.QtCore import *
from qgis.core import *
from processing.core.GeoAlgorithm import GeoAlgorithm
from processing.parameters.ParameterNumber import ParameterNumber
from processing.parameters.ParameterRaster import ParameterRaster
from processing.outputs.OutputTable import OutputTable
from processing.outputs.OutputHTML import OutputHTML
from processing.tools import dataobjects
from processing.tools import raster
class RasterLayerHistogram(GeoAlgorithm):
INPUT = 'INPUT'
PLOT = 'PLOT'
TABLE = 'TABLE'
BINS = 'BINS'
def processAlgorithm(self, progress):
uri = self.getParameterValue(self.INPUT)
layer = dataobjects.getObjectFromUri(uri)
outputplot = self.getOutputValue(self.PLOT)
outputtable = self.getOutputFromName(self.TABLE)
values = raster.scanraster(layer, progress)
nbins = self.getParameterValue(self.BINS)
# ALERT: this is potentially blocking if the layer is too big
plt.close()
valueslist = []
for v in values:
if v is not None:
valueslist.append(v)
(n, bins, values) = plt.hist(valueslist, nbins)
fields = [QgsField('CENTER_VALUE', QVariant.Double),
QgsField('NUM_ELEM', QVariant.Double)]
writer = outputtable.getTableWriter(fields)
for i in xrange(len(values)):
writer.addRecord([str(bins[i]) + '-' + str(bins[i + 1]), n[i]])
plotFilename = outputplot + '.png'
lab.savefig(plotFilename)
f = open(outputplot, 'w')
f.write('<img src="' + plotFilename + '"/>')
f.close()
def defineCharacteristics(self):
self.name = 'Raster layer histogram'
self.group = 'Graphics'
self.addParameter(ParameterRaster(self.INPUT, 'Input layer'))
self.addParameter(ParameterNumber(self.BINS, 'Number of bins', 2,
None, 10))
self.addOutput(OutputHTML(self.PLOT, 'Output plot'))
self.addOutput(OutputTable(self.TABLE, 'Output table'))