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Merge pull request #3592 from alexbruy/processing-interpolation

[processing] add interpolation tools
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alexbruy committed Oct 20, 2016
2 parents 2d4e3da + 58f31f1 commit ea0ad5dd2127c0225fe11e9ea96b5625cce72b50
@@ -0,0 +1,147 @@
# -*- coding: utf-8 -*-

"""
***************************************************************************
IdwInterpolationAttribute.py
---------------------
Date : October 2016
Copyright : (C) 2016 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__ = 'October 2016'
__copyright__ = '(C) 2016, Alexander Bruy'

# This will get replaced with a git SHA1 when you do a git archive

__revision__ = '$Format:%H$'

import os

from qgis.PyQt.QtGui import QIcon

from qgis.core import QgsRectangle
from qgis.analysis import (QgsInterpolator,
QgsIDWInterpolator,
QgsGridFileWriter
)

from processing.core.GeoAlgorithm import GeoAlgorithm
from processing.core.parameters import ParameterVector
from processing.core.parameters import ParameterTableField
from processing.core.parameters import ParameterSelection
from processing.core.parameters import ParameterNumber
from processing.core.parameters import ParameterExtent
from processing.core.outputs import OutputRaster
from processing.tools import dataobjects

pluginPath = os.path.split(os.path.split(os.path.dirname(__file__))[0])[0]


class IdwInterpolationAttribute(GeoAlgorithm):

INPUT_LAYER = 'INPUT_LAYER'
ATTRIBUTE = 'ATTRIBUTE'
LAYER_TYPE = 'LAYER_TYPE'
DISTANCE_COEFFICIENT = 'DISTANCE_COEFFICIENT'
COLUMNS = 'COLUMNS'
ROWS = 'ROWS'
CELLSIZE_X = 'CELLSIZE_X'
CELLSIZE_Y = 'CELLSIZE_Y'
EXTENT = 'EXTENT'
OUTPUT_LAYER = 'OUTPUT_LAYER'

def getIcon(self):
return QIcon(os.path.join(pluginPath, 'images', 'interpolation.png'))

def defineCharacteristics(self):
self.name, self.i18n_name = self.trAlgorithm('IDW interpolation (using attribute)')
self.group, self.i18n_group = self.trAlgorithm('Interpolation')

self.TYPES = [self.tr('Points'),
self.tr('Structure lines'),
self.tr('Break lines')
]

self.addParameter(ParameterVector(self.INPUT_LAYER,
self.tr('Vector layer')))
self.addParameter(ParameterTableField(self.ATTRIBUTE,
self.tr('Interpolation attribute'),
self.INPUT_LAYER,
ParameterTableField.DATA_TYPE_NUMBER))
self.addParameter(ParameterSelection(self.LAYER_TYPE,
self.tr('Type'),
self.TYPES,
0))
self.addParameter(ParameterNumber(self.DISTANCE_COEFFICIENT,
self.tr('Distance coefficient P'),
0.0, 99.99, 2.0))
self.addParameter(ParameterNumber(self.COLUMNS,
self.tr('Number of columns'),
0, 10000000, 300))
self.addParameter(ParameterNumber(self.ROWS,
self.tr('Number of rows'),
0, 10000000, 300))
self.addParameter(ParameterNumber(self.CELLSIZE_X,
self.tr('Cellsize X'),
0.0, 999999.000000, 0.0))
self.addParameter(ParameterNumber(self.CELLSIZE_Y,
self.tr('Cellsize Y'),
0.0, 999999.000000, 0.0))
self.addParameter(ParameterExtent(self.EXTENT,
self.tr('Extent')))
self.addOutput(OutputRaster(self.OUTPUT_LAYER,
self.tr('Interpolated')))

def processAlgorithm(self, progress):
layer = dataobjects.getObjectFromUri(
self.getParameterValue(self.INPUT_LAYER))
fieldName = self.getParameterValue(self.ATTRIBUTE)
layerType = self.getParameterValue(self.LAYER_TYPE)
coefficient = self.getParameterValue(self.DISTANCE_COEFFICIENT)
columns = self.getParameterValue(self.COLUMNS)
rows = self.getParameterValue(self.ROWS)
cellsizeX = self.getParameterValue(self.CELLSIZE_X)
cellsizeY = self.getParameterValue(self.CELLSIZE_Y)
extent = self.getParameterValue(self.EXTENT).split(',')
output = self.getOutputValue(self.OUTPUT_LAYER)

xMin = float(extent[0])
xMax = float(extent[1])
yMin = float(extent[2])
yMax = float(extent[3])
bbox = QgsRectangle(xMin, yMin, xMax, yMax)

layerData = QgsInterpolator.LayerData()
layerData.vectorLayer = layer
layerData.zCoordInterpolation = False
layerData.interpolationAttribute = layer.dataProvider().fieldNameIndex(fieldName)

if layerType == 0:
layerData.mInputType = QgsInterpolator.POINTS
elif layerType == 1:
layerData.mInputType = QgsInterpolator.STRUCTURE_LINES
else:
layerData.mInputType = QgsInterpolator.BREAK_LINES

interpolator = QgsIDWInterpolator([layerData])
interpolator.setDistanceCoefficient(coefficient)

writer = QgsGridFileWriter(interpolator,
output,
bbox,
columns,
rows,
cellsizeX,
cellsizeY)

writer.writeFile()
@@ -0,0 +1,144 @@
# -*- coding: utf-8 -*-

"""
***************************************************************************
IdwInterpolationZValue.py
---------------------
Date : October 2016
Copyright : (C) 2016 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__ = 'October 2016'
__copyright__ = '(C) 2016, Alexander Bruy'

# This will get replaced with a git SHA1 when you do a git archive

__revision__ = '$Format:%H$'

import os

from qgis.PyQt.QtGui import QIcon

from qgis.core import QgsRectangle, QgsWkbTypes
from qgis.analysis import (QgsInterpolator,
QgsIDWInterpolator,
QgsGridFileWriter
)

from processing.core.GeoAlgorithm import GeoAlgorithm
from processing.core.parameters import ParameterVector
from processing.core.parameters import ParameterSelection
from processing.core.parameters import ParameterNumber
from processing.core.parameters import ParameterExtent
from processing.core.outputs import OutputRaster
from processing.tools import dataobjects

pluginPath = os.path.split(os.path.split(os.path.dirname(__file__))[0])[0]


class IdwInterpolationZValue(GeoAlgorithm):

INPUT_LAYER = 'INPUT_LAYER'
LAYER_TYPE = 'LAYER_TYPE'
DISTANCE_COEFFICIENT = 'DISTANCE_COEFFICIENT'
COLUMNS = 'COLUMNS'
ROWS = 'ROWS'
CELLSIZE_X = 'CELLSIZE_X'
CELLSIZE_Y = 'CELLSIZE_Y'
EXTENT = 'EXTENT'
OUTPUT_LAYER = 'OUTPUT_LAYER'

def getIcon(self):
return QIcon(os.path.join(pluginPath, 'images', 'interpolation.png'))

def defineCharacteristics(self):
self.name, self.i18n_name = self.trAlgorithm('IDW interpolation (using Z-values)')
self.group, self.i18n_group = self.trAlgorithm('Interpolation')

self.TYPES = [self.tr('Points'),
self.tr('Structure lines'),
self.tr('Break lines')
]

self.addParameter(ParameterVector(self.INPUT_LAYER,
self.tr('Vector layer')))
self.addParameter(ParameterSelection(self.LAYER_TYPE,
self.tr('Type'),
self.TYPES,
0))
self.addParameter(ParameterNumber(self.DISTANCE_COEFFICIENT,
self.tr('Distance coefficient P'),
0.0, 99.99, 2.0))
self.addParameter(ParameterNumber(self.COLUMNS,
self.tr('Number of columns'),
0, 10000000, 300))
self.addParameter(ParameterNumber(self.ROWS,
self.tr('Number of rows'),
0, 10000000, 300))
self.addParameter(ParameterNumber(self.CELLSIZE_X,
self.tr('Cellsize X'),
0.0, 999999.000000, 0.0))
self.addParameter(ParameterNumber(self.CELLSIZE_Y,
self.tr('Cellsize Y'),
0.0, 999999.000000, 0.0))
self.addParameter(ParameterExtent(self.EXTENT,
self.tr('Extent')))
self.addOutput(OutputRaster(self.OUTPUT_LAYER,
self.tr('Interpolated')))

def processAlgorithm(self, progress):
layer = dataobjects.getObjectFromUri(
self.getParameterValue(self.INPUT_LAYER))
layerType = self.getParameterValue(self.LAYER_TYPE)
coefficient = self.getParameterValue(self.DISTANCE_COEFFICIENT)
columns = self.getParameterValue(self.COLUMNS)
rows = self.getParameterValue(self.ROWS)
cellsizeX = self.getParameterValue(self.CELLSIZE_X)
cellsizeY = self.getParameterValue(self.CELLSIZE_Y)
extent = self.getParameterValue(self.EXTENT).split(',')
output = self.getOutputValue(self.OUTPUT_LAYER)

if not QgsWkbTypes.hasZ(layer.wkbType()):
raise GeoAlgorithmExecutionException(
self.tr('Geometries in input layer does not have Z coordinates.'))

xMin = float(extent[0])
xMax = float(extent[1])
yMin = float(extent[2])
yMax = float(extent[3])
bbox = QgsRectangle(xMin, yMin, xMax, yMax)

layerData = QgsInterpolator.LayerData()
layerData.vectorLayer = layer
layerData.zCoordInterpolation = True
layerData.interpolationAttribute = -1

if layerType == 0:
layerData.mInputType = QgsInterpolator.POINTS
elif layerType == 1:
layerData.mInputType = QgsInterpolator.STRUCTURE_LINES
else:
layerData.mInputType = QgsInterpolator.BREAK_LINES

interpolator = QgsIDWInterpolator([layerData])
interpolator.setDistanceCoefficient(coefficient)

writer = QgsGridFileWriter(interpolator,
output,
bbox,
columns,
rows,
cellsizeX,
cellsizeY)

writer.writeFile()
@@ -163,6 +163,11 @@
from .Ruggedness import Ruggedness
from .Hillshade import Hillshade
from .ReliefAuto import ReliefAuto
from .IdwInterpolationZValue import IdwInterpolationZValue
from .IdwInterpolationAttribute import IdwInterpolationAttribute
from .TinInterpolationZValue import TinInterpolationZValue
from .TinInterpolationAttribute import TinInterpolationAttribute


pluginPath = os.path.normpath(os.path.join(
os.path.split(os.path.dirname(__file__))[0], os.pardir))
@@ -220,7 +225,9 @@ def __init__(self):
OffsetLine(), PolygonCentroids(), Translate(),
SingleSidedBuffer(), PointsAlongGeometry(),
Aspect(), Slope(), Ruggedness(), Hillshade(),
ReliefAuto(),
ReliefAuto(), IdwInterpolationZValue(),
IdwInterpolationAttribute(), TinInterpolationZValue(),
TinInterpolationAttribute()
]

if hasMatplotlib:

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