[processing] new tool: random point in given extent

Work done for Faunalia funded by Prof. António Mira (University of Évora,
Portugal, Unidade de Biologia da Conservação) and Dr. Rosana Peixoto
This commit is contained in:
Alexander Bruy 2014-04-24 14:54:48 +03:00
parent bae196ba7d
commit bfc33ba0ba
2 changed files with 132 additions and 3 deletions

View File

@ -90,6 +90,7 @@ from PointsDisplacement import PointsDisplacement
from ZonalStatistics import ZonalStatistics
from PointsFromPolygons import PointsFromPolygons
from PointsFromLines import PointsFromLines
from RandomPointsExtent import RandomPointsExtent
# from VectorLayerHistogram import VectorLayerHistogram
# from VectorLayerScatterplot import VectorLayerScatterplot
@ -119,8 +120,9 @@ class QGISAlgorithmProvider(AlgorithmProvider):
VariableDistanceBuffer(), Dissolve(), Difference(),
Intersection(), Union(), Clip(), ExtentFromLayer(),
RandomSelection(), RandomSelectionWithinSubsets(),
SelectByLocation(), RandomExtract(), RandomExtractWithinSubsets(),
ExtractByLocation(), SpatialJoin(),
SelectByLocation(), RandomExtract(),
RandomExtractWithinSubsets(), ExtractByLocation(),
SpatialJoin(),
# ------ mmqgisx ------
mmqgisx_delete_columns_algorithm(),
mmqgisx_delete_duplicate_geometries_algorithm(),
@ -141,7 +143,7 @@ class QGISAlgorithmProvider(AlgorithmProvider):
StatisticsByCategories(), ConcaveHull(), Polygonize(),
RasterLayerStatistics(), PointsDisplacement(),
ZonalStatistics(), PointsFromPolygons(),
PointsFromLines(),
PointsFromLines(), RandomPointsExtent(),
# ------ raster ------
# CreateConstantRaster(),
# ------ graphics ------

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@ -0,0 +1,127 @@
# -*- coding: utf-8 -*-
"""
***************************************************************************
RandomPointsExtent.py
---------------------
Date : April 2014
Copyright : (C) 2014 by Alexander Bruy
Email : alexander dot bruy 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__ = 'Alexander Bruy'
__date__ = 'April 2014'
__copyright__ = '(C) 2014, Alexander Bruy'
# This will get replaced with a git SHA1 when you do a git archive
__revision__ = '$Format:%H$'
import math
import random
from PyQt4.QtCore import *
from qgis.core import *
from processing import interface
from processing.core.GeoAlgorithm import GeoAlgorithm
from processing.core.ProcessingLog import ProcessingLog
from processing.parameters.ParameterExtent import ParameterExtent
from processing.parameters.ParameterNumber import ParameterNumber
from processing.outputs.OutputVector import OutputVector
class RandomPointsExtent(GeoAlgorithm):
EXTENT = 'EXTENT'
POINT_NUMBER = 'POINT_NUMBER'
MIN_DISTANCE = 'MIN_DISTANCE'
OUTPUT = 'OUTPUT'
def defineCharacteristics(self):
self.name = 'Random points in extent'
self.group = 'Vector creation tools'
self.addParameter(ParameterExtent(self.EXTENT, 'Input extent'))
self.addParameter(
ParameterNumber(self.POINT_NUMBER, 'Points number', 1, 9999999, 1))
self.addParameter(ParameterNumber(
self.MIN_DISTANCE, 'Minimum distance', 0.0, 9999999, 0.0))
self.addOutput(OutputVector(self.OUTPUT, 'Random points'))
def processAlgorithm(self, progress):
pointCount = int(self.getParameterValue(self.POINT_NUMBER))
minDistance = float(self.getParameterValue(self.MIN_DISTANCE))
extent = str(self.getParameterValue(self.EXTENT)).split(',')
xMin = float(extent[0])
xMax = float(extent[1])
yMin = float(extent[2])
yMax = float(extent[3])
extent = QgsGeometry().fromRect(
QgsRectangle(xMin, yMin, xMax, yMax))
fields = QgsFields()
fields.append(QgsField('id', QVariant.Int, '', 10, 0))
mapCRS = interface.iface.mapCanvas().mapSettings().destinationCrs()
writer = self.getOutputFromName(self.OUTPUT).getVectorWriter(
fields, QGis.WKBPoint, mapCRS)
nPoints = 0
nIterations = 0
maxIterations = pointCount * 200
total = 100.0 / pointCount
index = QgsSpatialIndex()
points = dict()
while nIterations < maxIterations and nPoints < pointCount:
rx = xMin + (xMax - xMin) * random.random()
ry = yMin + (yMax - yMin) * random.random()
pnt = QgsPoint(rx, ry)
geom = QgsGeometry.fromPoint(pnt)
if geom.within(extent) and \
self.checkMinDistance(pnt, index, minDistance, points):
f = QgsFeature(nPoints)
f.initAttributes(1)
f.setFields(fields)
f.setAttribute('id', nPoints)
f.setGeometry(geom)
writer.addFeature(f)
index.insertFeature(f)
points[nPoints] = pnt
nPoints += 1
progress.setPercentage(int(nPoints * total))
nIterations += 1
if nPoints < pointCount:
ProcessingLog.addToLog(
ProcessingLog.LOG_INFO,
'Can not generate requested number of random points. Maximum '
'number of attempts exceeded.')
del writer
def checkMinDistance(self, point, index, distance, points):
if distance == 0:
return True
neighbors = index.nearestNeighbor(point, 1)
if len(neighbors) == 0:
return True
if neighbors[0] in points:
np = points[neighbors[0]]
if np.sqrDist(point) < (distance * distance):
return False
return True