[processing] added native raster calculator algorithm

Conflicts:
	python/plugins/processing/algs/qgis/QGISAlgorithmProvider.py
This commit is contained in:
volaya 2016-11-17 12:06:54 +01:00
parent fcc343724e
commit a7f9018e11
6 changed files with 689 additions and 2 deletions

View File

@ -552,3 +552,18 @@ qgis:voronoipolygons: >
qgis:zonalstatistics:
qgis:rastercalculator: >
This algorithm allows to perform algebraic operations using raster layers.
The resulting layer will have its values computed according to an expression. The expression can contain numerical values, operators and references to any of the layers in the current project. The following functions are also supported:
- sin(), cos(), tan(), atan2(), ln(), log10()
The extent and cellsize can be defined by the user. If the extent is not specified, the minimum extent that covers the input layers will be used. If the cellsize is not specified, the minimum cellsize of all input layers will be used.
The cellsize is assumed to be the same in both X and Y axes.
Layers are refered by their name as displayed in the layer list and the number of the band to use (based on 1), using the pattern 'layer_name@band number'. For instance, the first band from a layer named DEM will be referred as DEM@1.
When using the calculator in the batch interface or from the console, the files to use have to be specified. The corresponding layers are refered using the base name of the file (without the full path). For instance, is using a layer at path/to/my/rasterfile.tif, the first band of that layer will be refered as rasterfile.tif@1.

View File

@ -178,6 +178,7 @@ from .ExtractSpecificNodes import ExtractSpecificNodes
from .GeometryByExpression import GeometryByExpression
from .SnapGeometries import SnapGeometriesToLayer
from .PoleOfInaccessibility import PoleOfInaccessibility
from .RasterCalculator import RasterCalculator
from .CreateAttributeIndex import CreateAttributeIndex
from .DropGeometry import DropGeometry
from .BasicStatistics import BasicStatisticsForField
@ -245,7 +246,7 @@ class QGISAlgorithmProvider(AlgorithmProvider):
RemoveNullGeometry(), ExtractByExpression(), ExtendLines(),
ExtractSpecificNodes(), GeometryByExpression(), SnapGeometriesToLayer(),
PoleOfInaccessibility(), CreateAttributeIndex(), DropGeometry(),
BasicStatisticsForField()
BasicStatisticsForField(), RasterCalculator()
]
if hasMatplotlib:

View File

@ -0,0 +1,164 @@
# -*- coding: utf-8 -*-
"""
***************************************************************************
RasterLayerCalculator.py
---------------------
Date : November 2016
Copyright : (C) 2016 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. *
* *
***************************************************************************
"""
from processing.modeler.ModelerAlgorithm import ValueFromInput, ValueFromOutput
import os
__author__ = 'Victor Olaya'
__date__ = 'November 2016'
__copyright__ = '(C) 2016, Victor Olaya'
# This will get replaced with a git SHA1 when you do a git archive
__revision__ = '$Format:%H$'
import math
from processing.core.GeoAlgorithm import GeoAlgorithm
from processing.core.parameters import ParameterMultipleInput, ParameterExtent, ParameterString, ParameterRaster, ParameterNumber
from processing.core.outputs import OutputRaster
from processing.tools import dataobjects
from processing.algs.gdal.GdalUtils import GdalUtils
from qgis.core import QgsRectangle
from qgis.analysis import QgsRasterCalculator, QgsRasterCalculatorEntry
from processing.core.GeoAlgorithmExecutionException import GeoAlgorithmExecutionException
from processing.algs.qgis.ui.RasterCalculatorWidgets import LayersListWidgetWrapper, ExpressionWidgetWrapper
class RasterCalculator(GeoAlgorithm):
LAYERS = 'LAYERS'
EXTENT = 'EXTENT'
CELLSIZE = 'CELLSIZE'
EXPRESSION = 'EXPRESSION'
OUTPUT = 'OUTPUT'
def defineCharacteristics(self):
self.name, self.i18n_name = self.trAlgorithm('Raster calculator')
self.group, self.i18n_group = self.trAlgorithm('Raster')
self.addParameter(ParameterMultipleInput(self.LAYERS,
self.tr('Input layers'),
datatype=dataobjects.TYPE_RASTER,
optional=True,
metadata = {'widget_wrapper': LayersListWidgetWrapper}))
class ParameterExpression(ParameterString):
def evaluateForModeler(self, value, model):
#print value
for i in list(model.inputs.values()):
param = i.param
if isinstance(param, ParameterRaster):
new = "%s@" % os.path.basename(param.value)
old = "%s@" % param.name
value = value.replace(old, new)
for alg in list(model.algs.values()):
for out in alg.algorithm.outputs:
print out, out.value
if isinstance(out, OutputRaster):
if out.value:
new = "%s@" % os.path.basename(out.value)
old = "%s:%s@" % (alg.name, out.name)
value = value.replace(old, new)
return value
self.addParameter(ParameterExpression(self.EXPRESSION, self.tr('Expression'),
multiline=True,
metadata = {'widget_wrapper': ExpressionWidgetWrapper}))
self.addParameter(ParameterNumber(self.CELLSIZE,
self.tr('Cellsize (use 0 or empty to set it automatically)'),
minValue=0.0, default=0.0, optional=True))
self.addParameter(ParameterExtent(self.EXTENT,
self.tr('Output extent'),
optional=True))
self.addOutput(OutputRaster(self.OUTPUT, self.tr('Output')))
def processAlgorithm(self, progress):
expression = self.getParameterValue(self.EXPRESSION)
layersValue = self.getParameterValue(self.LAYERS)
layersDict = {}
if layersValue:
layers = [dataobjects.getObjectFromUri(f) for f in layersValue.split(";")]
layersDict = {os.path.basename(lyr.source()): lyr for lyr in layers}
for lyr in dataobjects.getRasterLayers():
name = lyr.name()
if (name + "@") in expression:
layersDict[name] = lyr
entries = []
for name, lyr in layersDict.iteritems():
for n in xrange(lyr.bandCount()):
entry = QgsRasterCalculatorEntry()
entry.ref = '%s@%i' % (name, n + 1)
entry.raster = lyr
entry.bandNumber = n + 1
entries.append(entry)
output = self.getOutputValue(self.OUTPUT)
extentValue = self.getParameterValue(self.EXTENT)
if extentValue:
extent = extentValue.split(',')
bbox = QgsRectangle(float(extent[0]), float(extent[2]),
float(extent[1]), float(extent[3]))
else:
if layersDict:
bbox = layersDict.values()[0].extent()
for lyr in layersDict.values():
bbox.combineExtentWith(lyr.extent())
else:
raise GeoAlgorithmExecutionException(self.tr("No layers selected"))
def _cellsize(layer):
return (layer.extent().xMaximum() - layer.extent().xMinimum()) / layer.width()
cellsize = self.getParameterValue(self.CELLSIZE) or min([_cellsize(lyr) for lyr in layersDict.values()])
width = math.floor((bbox.xMaximum() - bbox.xMinimum()) / cellsize)
height = math.floor((bbox.yMaximum() - bbox.yMinimum()) / cellsize)
driverName = GdalUtils.getFormatShortNameFromFilename(output)
calc = QgsRasterCalculator(expression,
output,
driverName,
bbox,
width,
height,
entries)
res = calc.processCalculation()
if res == QgsRasterCalculator.ParserError:
raise GeoAlgorithmExecutionException(self.tr("Error parsing formula"))
def processBeforeAddingToModeler(self, algorithm, model):
values = []
expression = algorithm.params[self.EXPRESSION]
for i in list(model.inputs.values()):
param = i.param
if isinstance(param, ParameterRaster) and "%s@" % param.name in expression:
values.append(ValueFromInput(param.name))
if algorithm.name:
dependent = model.getDependentAlgorithms(algorithm.name)
else:
dependent = []
for alg in list(model.algs.values()):
if alg.name not in dependent:
for out in alg.algorithm.outputs:
if (isinstance(out, OutputRaster)
and "%s:%s@" % (alg.name, out.name) in expression):
values.append(ValueFromOutput(alg.name, out.name))
algorithm.params[self.LAYERS] = values

View File

@ -0,0 +1,372 @@
<?xml version="1.0" encoding="UTF-8"?>
<ui version="4.0">
<class>Form</class>
<widget class="QWidget" name="Form">
<property name="geometry">
<rect>
<x>0</x>
<y>0</y>
<width>644</width>
<height>296</height>
</rect>
</property>
<property name="windowTitle">
<string>Form</string>
</property>
<layout class="QVBoxLayout" name="verticalLayout_3">
<property name="spacing">
<number>0</number>
</property>
<property name="margin">
<number>0</number>
</property>
<item>
<layout class="QHBoxLayout" name="horizontalLayout_2">
<property name="spacing">
<number>5</number>
</property>
<item>
<widget class="QGroupBox" name="verticalGroupBox">
<property name="title">
<string>Layers (double-click to add)</string>
</property>
<layout class="QVBoxLayout" name="verticalLayout">
<property name="spacing">
<number>0</number>
</property>
<property name="margin">
<number>0</number>
</property>
<item>
<widget class="QListWidget" name="listWidget">
<property name="minimumSize">
<size>
<width>300</width>
<height>150</height>
</size>
</property>
</widget>
</item>
</layout>
</widget>
</item>
<item>
<spacer name="horizontalSpacer_4">
<property name="orientation">
<enum>Qt::Horizontal</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>40</width>
<height>20</height>
</size>
</property>
</spacer>
</item>
<item>
<widget class="QGroupBox" name="buttonsGroupBox">
<property name="title">
<string>Values and operators</string>
</property>
<layout class="QGridLayout" name="gridLayout">
<property name="horizontalSpacing">
<number>0</number>
</property>
<property name="verticalSpacing">
<number>-1</number>
</property>
<property name="margin">
<number>0</number>
</property>
<item row="2" column="9">
<spacer name="horizontalSpacer_2">
<property name="orientation">
<enum>Qt::Horizontal</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>40</width>
<height>20</height>
</size>
</property>
</spacer>
</item>
<item row="4" column="1">
<widget class="QPushButton" name="button7">
<property name="text">
<string>7</string>
</property>
</widget>
</item>
<item row="2" column="1">
<widget class="QPushButton" name="button4">
<property name="text">
<string>4</string>
</property>
</widget>
</item>
<item row="1" column="2">
<widget class="QPushButton" name="button2">
<property name="text">
<string>2</string>
</property>
</widget>
</item>
<item row="2" column="7">
<widget class="QPushButton" name="mOpenBracketPushButton">
<property name="text">
<string>(</string>
</property>
</widget>
</item>
<item row="2" column="0">
<spacer name="horizontalSpacer">
<property name="orientation">
<enum>Qt::Horizontal</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>40</width>
<height>20</height>
</size>
</property>
</spacer>
</item>
<item row="1" column="1">
<widget class="QPushButton" name="button1">
<property name="text">
<string>1</string>
</property>
</widget>
</item>
<item row="2" column="2">
<widget class="QPushButton" name="button5">
<property name="text">
<string>5</string>
</property>
</widget>
</item>
<item row="4" column="2">
<widget class="QPushButton" name="button8">
<property name="text">
<string>8</string>
</property>
</widget>
</item>
<item row="2" column="4">
<widget class="QPushButton" name="mSqrtButton">
<property name="text">
<string>sqrt</string>
</property>
</widget>
</item>
<item row="2" column="8">
<widget class="QPushButton" name="mCloseBracketPushButton">
<property name="text">
<string>)</string>
</property>
</widget>
</item>
<item row="1" column="3">
<widget class="QPushButton" name="button3">
<property name="text">
<string>3</string>
</property>
</widget>
</item>
<item row="2" column="6">
<widget class="QPushButton" name="mExpButton">
<property name="text">
<string>^</string>
</property>
</widget>
</item>
<item row="1" column="6">
<widget class="QPushButton" name="mMinusPushButton">
<property name="text">
<string>-</string>
</property>
</widget>
</item>
<item row="1" column="8">
<widget class="QPushButton" name="mDividePushButton">
<property name="text">
<string>/</string>
</property>
</widget>
</item>
<item row="5" column="1" colspan="2">
<widget class="QPushButton" name="button0">
<property name="text">
<string>0</string>
</property>
</widget>
</item>
<item row="4" column="6">
<widget class="QPushButton" name="mGreaterButton">
<property name="text">
<string>&gt;</string>
</property>
</widget>
</item>
<item row="0" column="2">
<spacer name="verticalSpacer_2">
<property name="orientation">
<enum>Qt::Vertical</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>20</width>
<height>40</height>
</size>
</property>
</spacer>
</item>
<item row="1" column="7">
<widget class="QPushButton" name="mMultiplyPushButton">
<property name="text">
<string>*</string>
</property>
</widget>
</item>
<item row="5" column="7">
<widget class="QPushButton" name="mAndButton">
<property name="text">
<string>AND</string>
</property>
</widget>
</item>
<item row="5" column="4">
<widget class="QPushButton" name="mLesserEqualButton">
<property name="text">
<string>&lt;=</string>
</property>
</widget>
</item>
<item row="4" column="4">
<widget class="QPushButton" name="mLessButton">
<property name="text">
<string>&lt;</string>
</property>
</widget>
</item>
<item row="5" column="6">
<widget class="QPushButton" name="mGreaterEqualButton">
<property name="text">
<string>&gt;=</string>
</property>
</widget>
</item>
<item row="2" column="5">
<spacer name="horizontalSpacer_3">
<property name="orientation">
<enum>Qt::Horizontal</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>40</width>
<height>20</height>
</size>
</property>
</spacer>
</item>
<item row="5" column="8">
<widget class="QPushButton" name="mOrButton">
<property name="text">
<string>OR</string>
</property>
</widget>
</item>
<item row="4" column="8">
<widget class="QPushButton" name="mEqualButton">
<property name="text">
<string>=</string>
</property>
</widget>
</item>
<item row="2" column="3">
<widget class="QPushButton" name="button6">
<property name="text">
<string>6</string>
</property>
</widget>
</item>
<item row="5" column="3">
<widget class="QPushButton" name="buttonDot">
<property name="text">
<string>.</string>
</property>
</widget>
</item>
<item row="4" column="7">
<widget class="QPushButton" name="mNotEqualButton">
<property name="text">
<string>!=</string>
</property>
</widget>
</item>
<item row="1" column="4">
<widget class="QPushButton" name="mPlusPushButton">
<property name="text">
<string>+</string>
</property>
</widget>
</item>
<item row="4" column="3">
<widget class="QPushButton" name="button9">
<property name="text">
<string>9</string>
</property>
</widget>
</item>
<item row="6" column="1">
<spacer name="verticalSpacer">
<property name="orientation">
<enum>Qt::Vertical</enum>
</property>
<property name="sizeHint" stdset="0">
<size>
<width>20</width>
<height>40</height>
</size>
</property>
</spacer>
</item>
</layout>
</widget>
</item>
</layout>
</item>
<item>
<widget class="QGroupBox" name="groupBox">
<property name="title">
<string>Expression</string>
</property>
<layout class="QVBoxLayout" name="verticalLayout_2">
<property name="margin">
<number>0</number>
</property>
<item>
<widget class="QPlainTextEdit" name="text">
<property name="sizePolicy">
<sizepolicy hsizetype="MinimumExpanding" vsizetype="Expanding">
<horstretch>0</horstretch>
<verstretch>0</verstretch>
</sizepolicy>
</property>
<property name="minimumSize">
<size>
<width>0</width>
<height>100</height>
</size>
</property>
</widget>
</item>
</layout>
</widget>
</item>
</layout>
</widget>
<resources/>
<connections/>
</ui>

View File

@ -0,0 +1,135 @@
from processing.gui.wrappers import WidgetWrapper, DIALOG_STANDARD, DIALOG_BATCH
from processing.tools import dataobjects
from processing.gui.BatchInputSelectionPanel import BatchInputSelectionPanel
from qgis.PyQt.QtWidgets import QListWidget, QLineEdit, QPushButton
from qgis.PyQt.QtGui import QTextCursor
from processing.core.outputs import OutputRaster
from processing.core.parameters import ParameterRaster
from processing.gui.wrappers import InvalidParameterValue
import os
from qgis.PyQt import uic
from functools import partial
pluginPath = os.path.dirname(__file__)
WIDGET, BASE = uic.loadUiType(
os.path.join(pluginPath, 'ExpressionWidget.ui'))
class ExpressionWidget(BASE, WIDGET):
def __init__(self, options):
super(ExpressionWidget, self).__init__(None)
self.setupUi(self)
self.setList(options)
def doubleClicked(item):
self.text.insertPlainText(self.options[item.text()])
def addButtonText(text):
if any(c for c in text if c.islower()):
self.text.insertPlainText(" %s()" % text)
self.text.moveCursor(QTextCursor.PreviousCharacter, QTextCursor.MoveAnchor)
else:
self.text.insertPlainText(" %s " % text)
buttons = [b for b in self.buttonsGroupBox.children()if isinstance(b, QPushButton)]
for button in buttons:
button.clicked.connect(partial(addButtonText, button.text()))
self.listWidget.itemDoubleClicked.connect(doubleClicked)
def setList(self, options):
self.options = options
self.listWidget.clear()
for opt in options.keys():
self.listWidget.addItem(opt)
def setValue(self, value):
self.text.setPlainText(value)
def value(self):
return self.text.toPlainText()
class ExpressionWidgetWrapper(WidgetWrapper):
def _panel(self, options):
return ExpressionWidget(options)
def createWidget(self):
if self.dialogType == DIALOG_STANDARD:
layers = dataobjects.getRasterLayers(sorting=False)
options = {}
for lyr in layers:
for n in xrange(lyr.bandCount()):
name = '%s@%i' % (lyr.name(), n + 1)
options[name] = name
return self._panel(options)
elif self.dialogType == DIALOG_BATCH:
return QLineEdit()
else:
layers = self.dialog.getAvailableValuesOfType(ParameterRaster, OutputRaster)
options = {self.dialog.resolveValueDescription(lyr): "%s@1" % lyr for lyr in layers}
return self._panel(options)
def refresh(self):
layers = dataobjects.getRasterLayers()
options = {}
for lyr in layers:
for n in xrange(lyr.bandCount()):
options[lyr.name()] = '%s@%i' % (lyr.name(), n + 1)
self.widget.setList(options)
def setValue(self, value):
if self.dialogType == DIALOG_STANDARD:
pass # TODO
elif self.dialogType == DIALOG_BATCH:
return self.widget.setText(value)
else:
self.widget.setValue(value)
def value(self):
if self.dialogType in DIALOG_STANDARD:
return self.widget.value()
elif self.dialogType == DIALOG_BATCH:
return self.widget.text()
else:
return self.widget.value()
class LayersListWidgetWrapper(WidgetWrapper):
def createWidget(self):
if self.dialogType == DIALOG_BATCH:
widget = BatchInputSelectionPanel(self.param, self.row, self.col, self.dialog)
widget.valueChanged.connect(lambda: self.widgetValueHasChanged.emit(self))
return widget
else:
return None
def setValue(self, value):
if self.dialogType == DIALOG_BATCH:
return self.widget.setText(value)
def value(self):
if self.dialogType == DIALOG_STANDARD:
if self.param.datatype == dataobjects.TYPE_FILE:
return self.param.setValue(self.widget.selectedoptions)
else:
if self.param.datatype == dataobjects.TYPE_RASTER:
options = dataobjects.getRasterLayers(sorting=False)
elif self.param.datatype == dataobjects.TYPE_VECTOR_ANY:
options = dataobjects.getVectorLayers(sorting=False)
else:
options = dataobjects.getVectorLayers([self.param.datatype], sorting=False)
return [options[i] for i in self.widget.selectedoptions]
elif self.dialogType == DIALOG_BATCH:
return self.widget.getText()
else:
options = self._getOptions()
values = [options[i] for i in self.widget.selectedoptions]
if len(values) == 0 and not self.param.optional:
raise InvalidParameterValue()
return values

View File

@ -200,7 +200,7 @@ class ValueFromOutput(object):
return False
def __str__(self):
return self.alg + "," + self.output
return self.alg + ":" + self.output
def asPythonParameter(self):
return "outputs_%s['%s']" % (self.alg, self.output)