From 230cf728ba5590ccd6217b846847d66a9ae1ea90 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Mon, 23 Dec 2024 16:57:22 +0100 Subject: [PATCH 1/4] Add gdal related dependencies. rasterio, geopandas, fiona - add basemap to plot; rename ascUtils to rasterUtils - start inclusion of geotiff; working commit, squash - add cropshape option in plotAll - add alr tif --- avaframe/ana1Tests/FPtest.py | 4 +- avaframe/ana1Tests/rotationTest.py | 4 +- avaframe/ana1Tests/simiSolTest.py | 4 +- avaframe/ana3AIMEC/aimecTools.py | 6 +- avaframe/ana3AIMEC/ana3AIMEC.py | 5 +- avaframe/ana4Stats/getStats.py | 2 +- avaframe/ana4Stats/probAna.py | 6 +- avaframe/ana5Utils/distanceTimeAnalysis.py | 2 +- avaframe/avaframeCfg.ini | 9 + avaframe/com1DFA/com1DFA.py | 14 +- avaframe/com1DFA/deriveParameterSet.py | 4 +- avaframe/com1DFAOrig/com1DFAOrig.py | 2 +- avaframe/com2AB/com2AB.py | 11 +- avaframe/com4FlowPy/com4FlowPy.py | 8 +- avaframe/data/avaAlr/Inputs/avaAlr.asc | 921 ------------------ avaframe/data/avaAlr/Inputs/avaAlr.tif | Bin 0 -> 3058662 bytes avaframe/in1Data/getInput.py | 23 +- avaframe/in2Trans/ascUtils.py | 181 ---- avaframe/in2Trans/rasterUtils.py | 244 +++++ avaframe/in2Trans/transfromFields.py | 2 +- avaframe/in3Utils/fileHandlerUtils.py | 12 +- avaframe/in3Utils/generateTopo.py | 41 +- avaframe/in3Utils/geoTrans.py | 20 +- avaframe/in3Utils/initializeProject.py | 2 +- avaframe/out1Peak/outPlotAllPeak.py | 57 +- avaframe/out1Peak/plotPeaksWithMap.py | 79 ++ avaframe/out3Plot/outAna1Plots.py | 2 +- avaframe/out3Plot/outContours.py | 2 +- avaframe/out3Plot/outParticlesAnalysis.py | 4 +- avaframe/out3Plot/outQuickPlot.py | 6 +- avaframe/out3Plot/statsPlots.py | 4 +- avaframe/runCom1DFA.py | 4 +- avaframe/runCom4FlowPy.py | 2 +- avaframe/runPlotCom1DFA.py | 2 +- avaframe/runScripts/runD2Th.py | 4 +- .../runScripts/runParticleAnalysisPlots.py | 2 +- avaframe/runScripts/runPlotProfile.py | 2 +- avaframe/runScripts/runRangeTimeDiagram.py | 2 +- avaframe/runScripts/runThalwegTimeDiagram.py | 2 +- avaframe/tests/test_aimecTools.py | 2 +- avaframe/tests/test_ana3AIMEC.py | 675 +++++++------ avaframe/tests/test_ascUtils.py | 22 +- avaframe/tests/test_com1DFA.py | 8 +- avaframe/tests/test_distanceTimeAnalysis.py | 2 +- avaframe/tests/test_geoTrans.py | 8 +- avaframe/tests/test_getInput.py | 25 +- .../tests/test_outDistanceTimeAnalysis.py | 2 +- avaframe/tests/test_outParticlesAnalysis.py | 2 +- avaframe/tests/test_particleInitialisation.py | 2 +- avaframe/tests/test_plotUtils.py | 6 +- avaframe/tests/test_runD2Th.py | 4 +- avaframe/tests/test_shpConversion.py | 2 +- docs/moduleCom1DFA.rst | 9 + setup.py | 6 + 54 files changed, 921 insertions(+), 1555 deletions(-) delete mode 100644 avaframe/data/avaAlr/Inputs/avaAlr.asc create mode 100644 avaframe/data/avaAlr/Inputs/avaAlr.tif delete mode 100644 avaframe/in2Trans/ascUtils.py create mode 100644 avaframe/in2Trans/rasterUtils.py create mode 100644 avaframe/out1Peak/plotPeaksWithMap.py diff --git a/avaframe/ana1Tests/FPtest.py b/avaframe/ana1Tests/FPtest.py index 05317069c..c8739f839 100644 --- a/avaframe/ana1Tests/FPtest.py +++ b/avaframe/ana1Tests/FPtest.py @@ -12,7 +12,7 @@ # local imports import avaframe.com1DFA.DFAtools as DFAtls import avaframe.com1DFA.DFAfunctionsCython as DFAfunC -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.plotUtils as pU import avaframe.in3Utils.fileHandlerUtils as fU @@ -52,7 +52,7 @@ def getReleaseThickness(avaDir, cfg, demFile): relThPath = pathlib.Path(avaDir, 'Inputs', 'RELTH') fU.makeADir(relThPath) relThFile = relThPath / 'releaseThickness.asc' - IOf.writeResultToAsc(demOri['header'], relTh, relThFile, flip=True) + IOf.writeResultToRaster(demOri['header'], relTh, relThFile, flip=True) return relDict diff --git a/avaframe/ana1Tests/rotationTest.py b/avaframe/ana1Tests/rotationTest.py index 2c33242b3..2ed76816e 100644 --- a/avaframe/ana1Tests/rotationTest.py +++ b/avaframe/ana1Tests/rotationTest.py @@ -13,7 +13,7 @@ from avaframe.in3Utils import fileHandlerUtils as fU from avaframe.log2Report import generateReport as gR from avaframe.in3Utils import geoTrans as gT -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.version import getVersion # import analysis modules from avaframe.ana1Tests import energyLineTest @@ -131,7 +131,7 @@ def rotateDFAResults(avalancheDir, simDF, rowSimHash, resTypeList, thetaRef, com outDir = avalancheDir / 'Outputs' / comRotated / 'peakFiles' fU.makeADir(outDir) outFileName = outDir / fName.name - IOf.writeResultToAsc(rotatedRaster['header'], rotatedRaster['rasterData'], outFileName, flip=False) + IOf.writeResultToRaster(rotatedRaster['header'], rotatedRaster['rasterData'], outFileName, flip=False) def initializeRotationTestReport(avalancheDir, resTypeList, comModule, refSimName, flagMass): diff --git a/avaframe/ana1Tests/simiSolTest.py b/avaframe/ana1Tests/simiSolTest.py index 3c52cbd23..28e04efc9 100644 --- a/avaframe/ana1Tests/simiSolTest.py +++ b/avaframe/ana1Tests/simiSolTest.py @@ -22,7 +22,7 @@ import avaframe.in3Utils.geoTrans as geoTrans import avaframe.com1DFA.com1DFA as com1DFA import avaframe.com1DFA.DFAtools as DFAtls -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.ana1Tests.analysisTools as anaTools import avaframe.out3Plot.outAna1Plots as outAna1Plots import avaframe.in2Trans.shpConversion as shpConv @@ -987,7 +987,7 @@ def getReleaseThickness(avaDir, cfg, demFile): "nodata_value": demOri["header"]["nodata_value"], "cellsize": csz, } - IOf.writeResultToAsc(headerRelTh, relTh, relThFileName, flip=True) + IOf.writeResultToRaster(headerRelTh, relTh, relThFileName, flip=True) return relDict diff --git a/avaframe/ana3AIMEC/aimecTools.py b/avaframe/ana3AIMEC/aimecTools.py index 988fc4be8..d875dd25a 100644 --- a/avaframe/ana3AIMEC/aimecTools.py +++ b/avaframe/ana3AIMEC/aimecTools.py @@ -11,7 +11,7 @@ # Local imports import avaframe.in2Trans.shpConversion as shpConv -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import cfgHandling import avaframe.in1Data.getInput as gI @@ -79,9 +79,9 @@ def readAIMECinputs(avalancheDir, pathDict, defineRunoutArea, dirName='com1DFA') refDir = pathlib.Path(avalancheDir, 'Inputs') # check for DEM if 'demFileName' not in pathDict.keys(): - demSource = list(refDir.glob('*.asc')) + demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.shp')) elif pathDict['demFileName'] == '': - demSource = list(refDir.glob('*.asc')) + demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.shp')) else: demSource = list(refDir.glob(pathDict['demFileName'])) try: diff --git a/avaframe/ana3AIMEC/ana3AIMEC.py b/avaframe/ana3AIMEC/ana3AIMEC.py index 1541be65e..a6297c12c 100644 --- a/avaframe/ana3AIMEC/ana3AIMEC.py +++ b/avaframe/ana3AIMEC/ana3AIMEC.py @@ -10,7 +10,7 @@ from avaframe.in2Trans import shpConversion from avaframe.ana3AIMEC import aimecTools from avaframe.ana3AIMEC import dfa2Aimec -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outAIMEC as outAimec import avaframe.in1Data.getInput as gI from avaframe.in3Utils import geoTrans @@ -64,7 +64,8 @@ def fullAimecAnalysis(avalancheDir, cfg, inputDir='', demFileName=''): pathDict = {'refSimRowHash': refSimRowHash, 'refSimName': refSimName, 'compType': ['singleModule', anaMod], 'colorParameter': colorParameter, 'resTypeList': resTypeList, 'valRef': valRef, 'demFileName': demFileName} - pathDict = aimecTools.readAIMECinputs(avalancheDir, pathDict, cfgSetup.getboolean('defineRunoutArea'), dirName=anaMod) + pathDict = aimecTools.readAIMECinputs(avalancheDir, pathDict, cfgSetup.getboolean('defineRunoutArea'), + dirName=anaMod) pathDict = aimecTools.checkAIMECinputs(cfgSetup, pathDict) log.info("Running ana3AIMEC model on test case DEM \n %s \n with profile \n %s ", pathDict['demSource'], pathDict['profileLayer']) diff --git a/avaframe/ana4Stats/getStats.py b/avaframe/ana4Stats/getStats.py index 5405b0afd..71a79606d 100644 --- a/avaframe/ana4Stats/getStats.py +++ b/avaframe/ana4Stats/getStats.py @@ -11,7 +11,7 @@ import pandas as pd from avaframe.in3Utils import fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import cfgHandling diff --git a/avaframe/ana4Stats/probAna.py b/avaframe/ana4Stats/probAna.py index e2b5b3176..8d9f54a98 100644 --- a/avaframe/ana4Stats/probAna.py +++ b/avaframe/ana4Stats/probAna.py @@ -14,7 +14,7 @@ from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import cfgHandling from avaframe.in3Utils import fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in1Data.computeFromDistribution as cP import avaframe.com1DFA.deriveParameterSet as dP from avaframe.in3Utils import geoTrans as gT @@ -380,7 +380,7 @@ def probAnalysis(avaDir, cfg, modName, parametersDict='', inputDir='', probConf= raise FileNotFoundError(message) # get header info from peak files - this should be the same for all peakFiles - header = IOf.readASCheader(peakFilesDF['files'][0]) + header = IOf.readRasterHeader(peakFilesDF['files'][0]) refData = IOf.readRaster(peakFilesDF['files'][0]) nRows = header['nrows'] nCols = header['ncols'] @@ -439,7 +439,7 @@ def probAnalysis(avaDir, cfg, modName, parametersDict='', inputDir='', probConf= cfg['GENERAL']['peakVar'], cfg['GENERAL']['peakLim']) outFile = outDir / outFileName - IOf.writeResultToAsc(header, probMap, outFile) + IOf.writeResultToRaster(header, probMap, outFile) log.info('Prob result written to %s' % outFile) analysisPerformed = True diff --git a/avaframe/ana5Utils/distanceTimeAnalysis.py b/avaframe/ana5Utils/distanceTimeAnalysis.py index 638c227b1..1a9cceed4 100644 --- a/avaframe/ana5Utils/distanceTimeAnalysis.py +++ b/avaframe/ana5Utils/distanceTimeAnalysis.py @@ -14,7 +14,7 @@ # Local imports from avaframe.in3Utils import cfgUtils import avaframe.in3Utils.geoTrans as gT -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outDistanceTimeAnalysis as dtAnaPlots import avaframe.ana3AIMEC.aimecTools as aT import avaframe.com1DFA.com1DFA as com1DFA diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index 1e43f3fc3..fc42ec0fa 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -27,6 +27,15 @@ savePlot = True # True if report shall be generated createReport = True +# Show online map on some plots +showOnlineBackground = False + +# Online map provider +# see list of available providers: https://contextily.readthedocs.io/en/latest/providers_deepdive.html#What-is-this-%22provider%22-object-? +# mapProvider = BasemapAT.orthofoto +mapProvider = BasemapAT.grau + + # True if plots of all peakFiles shall be saved to report directory ReportDir = True diff --git a/avaframe/com1DFA/com1DFA.py b/avaframe/com1DFA/com1DFA.py index 376d55dbe..3e5e5aaf7 100644 --- a/avaframe/com1DFA/com1DFA.py +++ b/avaframe/com1DFA/com1DFA.py @@ -39,7 +39,7 @@ import avaframe.com1DFA.DFAfunctionsCython as DFAfunC import avaframe.com1DFA.DFAToolsCython as DFAtllsC import avaframe.com1DFA.damCom1DFA as damCom1DFA -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.in3Utils import cfgUtils import avaframe.out3Plot.outDebugPlots as debPlot @@ -2437,9 +2437,9 @@ def readFields(inDir, resType, simName="", flagAvaDir=True, comModule="com1DFA", for r in resType: # search for all files within directory if simName: - name = "*" + simName + "*_" + r + "*.asc" + name = "*" + simName + "*_" + r + "*.*" else: - name = "*_" + r + "*.asc" + name = "*_" + r + "*.*" FieldsNameList = list(inDir.glob(name)) timeListTemp = [float(element.stem.split("_t")[-1]) for element in FieldsNameList] FieldsNameList = [x for _, x in sorted(zip(timeListTemp, FieldsNameList))] @@ -2509,23 +2509,23 @@ def exportFields(cfg, Tsave, fieldsList, dem, outDir, logName): # convert from J/cell to kJ/m² # (by dividing the peak kinetic energy per cell by the real area of the cell) resField = resField * 0.001 / dem["areaRaster"] - dataName = logName + "_" + resType + "_" + "t%.2f" % (Tsave[countTime]) + ".asc" + dataName = logName + "_" + resType + "_" + "t%.2f" % (Tsave[countTime]) # create directory outDirPeak = outDir / "peakFiles" / "timeSteps" fU.makeADir(outDirPeak) outFile = outDirPeak / dataName - IOf.writeResultToAsc(dem["originalHeader"], resField, outFile, flip=True) + IOf.writeResultToRaster(dem["originalHeader"], resField, outFile, flip=True) if countTime == numberTimes: log.debug( "Results parameter: %s exported to Outputs/peakFiles for time step: %.2f - FINAL time step " % (resType, Tsave[countTime]) ) - dataName = logName + "_" + resType + ".asc" + dataName = logName + "_" + resType # create directory outDirPeakAll = outDir / "peakFiles" fU.makeADir(outDirPeakAll) outFile = outDirPeakAll / dataName - IOf.writeResultToAsc(dem["originalHeader"], resField, outFile, flip=True) + IOf.writeResultToRaster(dem["originalHeader"], resField, outFile, flip=True) else: log.debug( "Results parameter: %s has been exported to Outputs/peakFiles for time step: %.2f " diff --git a/avaframe/com1DFA/deriveParameterSet.py b/avaframe/com1DFA/deriveParameterSet.py index 0151fee2d..909dcf585 100644 --- a/avaframe/com1DFA/deriveParameterSet.py +++ b/avaframe/com1DFA/deriveParameterSet.py @@ -9,7 +9,7 @@ import numpy as np import avaframe.in1Data.computeFromDistribution as cP -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf # Local imports import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.in1Data import getInput as gI @@ -779,7 +779,7 @@ def checkRasterMeshSize(cfgSim, rasterFile, typeIndicator='DEM', onlySearch=Fals """ # read header of raster file - headerRaster = IOf.readASCheader(rasterFile) + headerRaster = IOf.readRasterHeader(rasterFile) # fetch info on desired meshCellSize meshCellSize = float(cfgSim['GENERAL']['meshCellSize']) diff --git a/avaframe/com1DFAOrig/com1DFAOrig.py b/avaframe/com1DFAOrig/com1DFAOrig.py index ac53ffc9a..6090d1235 100644 --- a/avaframe/com1DFAOrig/com1DFAOrig.py +++ b/avaframe/com1DFAOrig/com1DFAOrig.py @@ -17,7 +17,7 @@ from avaframe.in3Utils import initialiseDirs as iD from avaframe.in1Data import getInput as gI from avaframe.in2Trans import shpConversion as sP -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf # create local logger # change log level in calling module to DEBUG to see log messages diff --git a/avaframe/com2AB/com2AB.py b/avaframe/com2AB/com2AB.py index 36096a01a..29ac7ddfa 100644 --- a/avaframe/com2AB/com2AB.py +++ b/avaframe/com2AB/com2AB.py @@ -11,7 +11,8 @@ # Local imports import avaframe.in3Utils.geoTrans as geoTrans import avaframe.in2Trans.shpConversion as shpConv -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf +import avaframe.in1Data.getInput as gI import avaframe.out3Plot.outDebugPlots as debPlot # create local logger @@ -235,13 +236,7 @@ def readABinputs(avalancheDir, path2Line='', path2SplitPoint=''): pathDict['profileLayer'] = path2Line # read DEM - refDir = avalancheDir / 'Inputs' - demSource = list(refDir.glob('*.asc')) - try: - assert len(demSource) == 1, 'There should be exactly one topography .asc file in %s /Inputs/' % avalancheDir - except AssertionError: - raise - pathDict['demSource'] = demSource[0] + pathDict['demSource'] = gI.getDEMPath(avalancheDir) # read split points if path2SplitPoint == '': diff --git a/avaframe/com4FlowPy/com4FlowPy.py b/avaframe/com4FlowPy/com4FlowPy.py index 237a47cd8..beb2caf97 100755 --- a/avaframe/com4FlowPy/com4FlowPy.py +++ b/avaframe/com4FlowPy/com4FlowPy.py @@ -20,7 +20,7 @@ import avaframe.in3Utils.initialiseDirs as inDirs from avaframe.in3Utils import fileHandlerUtils as fU import avaframe.in2Trans.shpConversion as shpConv -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.geoTrans as gT # com4FlowPy Libraries @@ -175,7 +175,7 @@ def com4FlowPyMain(cfgPath, cfgSetup): demExt = os.path.splitext(modelPaths["demPath"])[1] if demExt in ['.asc', '.ASC']: - demHeader = IOf.readASCheader(modelPaths["demPath"]) + demHeader = IOf.readRasterHeader(modelPaths["demPath"]) rasterAttributes["nodata"] = demHeader["nodata_value"] elif demExt in ['.tif', '.tiff', '.TIF', '.TIFF']: demHeader = io.read_header(modelPaths["demPath"]) @@ -291,7 +291,7 @@ def checkInputLayerDimensions(modelParameters, modelPaths): ext = os.path.splitext(modelPaths["demPath"])[1] if ext in ['.asc', '.ASC']: - _demHeader = IOf.readASCheader(modelPaths["demPath"]) + _demHeader = IOf.readRasterHeader(modelPaths["demPath"]) _relHeader = io.read_header(modelPaths["releasePathWork"]) elif ext in ['.tif', '.tiff', '.TIF', '.TIFF']: _demHeader = io.read_header(modelPaths["demPath"]) @@ -610,7 +610,7 @@ def checkConvertReleaseShp2Tif(modelPaths): if ext in ['.asc', '.ASC']: dem = IOf.readRaster(modelPaths["demPath"]) - demHeader = IOf.readASCheader(modelPaths["demPath"]) + demHeader = IOf.readRasterHeader(modelPaths["demPath"]) elif ext in ['.tif', '.tiff', '.TIF', '.TIFF']: #dem = io.read_raster(modelPaths["demPath"]) #demHeader = io.read_header(modelPaths["demPath"]) diff --git a/avaframe/data/avaAlr/Inputs/avaAlr.asc b/avaframe/data/avaAlr/Inputs/avaAlr.asc deleted file mode 100644 index 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dP -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in2Trans.shpConversion as shpConv import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in3Utils.geoTrans as geoTrans @@ -63,29 +63,20 @@ def getDEMPath(avaDir): Returns ------- demFile : str (first element of list) - full path to DEM .asc file + full path to DEM .asc/.tif file """ - # if more than one .asc file found throw error + # if more than one .asc / .tif file found throw error inputDir = pathlib.Path(avaDir, "Inputs") - demFile = list(inputDir.glob("*.asc")) + demFile = list(inputDir.glob("*.tif")) + list(inputDir.glob("*.asc")) + if len(demFile) > 1: - message = "There should be exactly one topography .asc file in %s/Inputs/" % avaDir + message = "There should be exactly one topography .asc/.tif file in %s/Inputs/" % avaDir log.error(message) raise AssertionError(message) - # if is no .asc file found - throw error - filesFound = list(inputDir.glob("*.*")) - if len(demFile) == 0 and len(filesFound): - for fileF in filesFound: - message = ( - "DEM file format not correct in %s/Inputs/ - only .asc is allowed but %s is provided" - % (avaDir, fileF.name) - ) - log.error(message) - raise AssertionError(message) elif len(demFile) == 0: - message = "No topography .asc file in %s/Inputs/" % avaDir + message = "No topography .asc / .tif file in %s/Inputs/" % avaDir log.error(message) raise FileNotFoundError(message) diff --git a/avaframe/in2Trans/ascUtils.py b/avaframe/in2Trans/ascUtils.py deleted file mode 100644 index 4fb4a31c2..000000000 --- a/avaframe/in2Trans/ascUtils.py +++ /dev/null @@ -1,181 +0,0 @@ -""" - ASCII file reader and handler - -""" - -import logging - -import numpy as np - -# create local logger -log = logging.getLogger(__name__) - - -def readASCheader(fname): - """return a class with information from an ascii file header - - Parameters - ----------- - - fname: str or pathlib object - path to ascii file - - Returns - -------- - headerInfo: class - information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) - """ - - # read header - headerRows = 6 # six rows for header information - headerInfo = ( - {} - ) # store header information including ncols, nrows, xllcorner, yllcorner, cellsize, nodata_value - rowCount = 1 - with open(str(fname), "rt") as fileH: - for line in fileH: - if rowCount <= headerRows: - line = line.split() - headerInfo[line[0].lower()] = float(line[1]) - else: - break - rowCount = rowCount + 1 - - if ("xllcenter" not in headerInfo and "xllcorner" in headerInfo) and ( - "yllcenter" not in headerInfo and "yllcorner" in headerInfo - ): - headerInfo["xllcenter"] = headerInfo["xllcorner"] + headerInfo["cellsize"] / 2 - headerInfo["yllcenter"] = headerInfo["yllcorner"] + headerInfo["cellsize"] / 2 - # remove xllcorner, yllcorner - headerInfo.pop("xllcorner") - headerInfo.pop("yllcorner") - - # convert ncols and nrows to int - headerInfo["ncols"] = int(headerInfo["ncols"]) - headerInfo["nrows"] = int(headerInfo["nrows"]) - - headerItems = [item.lower() for item in list(headerInfo.keys())] - if sorted(headerItems) != sorted( - ["cellsize", "nrows", "ncols", "xllcenter", "yllcenter", "nodata_value"] - ): - message = "DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value" - log.error(message) - raise ValueError(message) - - fileH.close() - - return headerInfo - - -def isEqualASCheader(headerA, headerB): - """Test if two headers (A,B) are the same (except for noData Values) - - Parameters - ----------- - headerA: class - headerB: class - - Returns - -------- - boolean: True if header A and B are equal (disregrad the noData field) - """ - a = headerA - b = headerB - return ( - (a["ncols"] == b["ncols"]) - and (a["nrows"] == b["nrows"]) - and (a["xllcenter"] == b["xllcenter"]) - and (a["yllcenter"] == b["yllcenter"]) - and (a["cellsize"] == b["cellsize"]) - ) - - -def readASCdata2numpyArray(fName): - """Read ascii matrix as numpy array - - Parameters - ----------- - - fname: str or pathlib object - path to ascii file - - Returns - -------- - -rasterdata : 2D numpy array - 2D numpy array of ascii matrix - """ - infile = open(fName, "r") - rasterdata = np.loadtxt(fName, skiprows=6) - infile.close() - return rasterdata - - -def readRaster(fname, noDataToNan=True): - """Read raster file (.asc) - - Parameters - ----------- - - fname: str or pathlib object - path to ascii file - noDataToNan: bool - if True convert nodata_values to nan and set nodata_value to nan - - Returns - -------- - data: dict - -headerInfo: class - information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) - -rasterdata : 2D numpy array - 2D numpy array of ascii matrix - """ - - log.debug("Reading dem : %s", fname) - header = readASCheader(fname) - rasterdata = readASCdata2numpyArray(fname) - - data = {} - data["header"] = header - if noDataToNan: - rasterdata[rasterdata == header["nodata_value"]] = np.nan - data["header"]["nodata_value"] = np.nan - data["rasterData"] = np.flipud(rasterdata) - - return data - - -def writeResultToAsc(header, resultArray, outFileName, flip=False): - """Write 2D array to an ascii file with header and save to location of outFileName - - Parameters - ---------- - header : class - class with methods that give cellsize, nrows, ncols, xllcenter - yllcenter, nodata_value - resultArray : 2D numpy array - 2D numpy array of values that shall be written to file - outFileName : str - path incl. name of file to be written - flip: boolean - if True, flip the rows of the resultArray when writing - """ - - # Open outfile - with open(outFileName, "w") as outFile: - # write the header and array values to file - outFile.write("ncols %d\n" % header["ncols"]) - outFile.write("nrows %d\n" % header["nrows"]) - outFile.write("xllcenter %.2f\n" % header["xllcenter"]) - outFile.write("yllcenter %.2f\n" % header["yllcenter"]) - outFile.write("cellsize %.2f\n" % header["cellsize"]) - outFile.write("nodata_value %.2f\n" % header["nodata_value"]) - - M = resultArray.shape[0] - for m in range(M): - if flip: - line = np.array([resultArray[M - m - 1, :]]) - else: - line = np.array([resultArray[m, :]]) - np.savetxt(outFile, line, fmt="%.16g") - - outFile.close() diff --git a/avaframe/in2Trans/rasterUtils.py b/avaframe/in2Trans/rasterUtils.py new file mode 100644 index 000000000..20516f6ca --- /dev/null +++ b/avaframe/in2Trans/rasterUtils.py @@ -0,0 +1,244 @@ +""" + ASCII file reader and handler + +""" + +import logging +import rasterio +import numpy as np + +# create local logger +log = logging.getLogger(__name__) + + +def readRaster(fname, noDataToNan=True): + """Read raster file in .asc or .tif format + + Parameters + ----------- + + fname: pathlib object + path to ascii/tif file + noDataToNan: bool + if True convert nodata_values to nan and set nodata_value to nan + + Returns + -------- + data: dict + -headerInfo: class + information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) + -rasterdata : 2D numpy array + 2D numpy array of ascii matrix + """ + + log.debug("Reading raster file : %s", fname) + + raster = rasterio.open(fname) + rasterData = raster.read(1).astype(np.float64) + header = getHeaderFromRaster(raster) + raster.close() + + # FSO: for testing whether we got all cases of llcenter vs llcornen. Header2 contains old setup + header2 = readRasterHeader(fname) + if (header["yllcenter"] - header2["yllcenter"]) > 0.1: + message = "Header llcenter mismatch between direct file reading and rasterio" + log.error(message) + raise ValueError(message) + + data = {} + data["header"] = header + if noDataToNan: + rasterData[rasterData == header["nodata_value"]] = np.nan + data["header"]["nodata_value"] = np.nan + data["rasterData"] = np.flipud(rasterData) + + return data + + +def getHeaderFromRaster(raster): + """convert rasterio raster info to header info + Parameters + ---------- + raster: rasterio raster + read by rasterio + + Returns + ------- + header: dict + header info + """ + header = {} + header["ncols"] = raster.width + header["nrows"] = raster.height + header["cellsize"] = raster.transform[0] + # TODO maker sure xllcenter is correct here or if this needs transformation as in readRasterHeader + header["xllcenter"] = (raster.transform * (0, 0))[0] + header["cellsize"] / 2.0 + header["yllcenter"] = (raster.transform * (0, raster.height))[1] + header["cellsize"] / 2.0 + header["nodata_value"] = raster.nodata + header["crs"] = raster.crs + header["driver"] = raster.driver + header["transform"] = raster.transform + + return header + + +def transformFromASCHeader(header): + """convert header info to raster transform info + + Parameters + ---------- + header: dict + header info + + Returns + ------- + transfrom: dict + rasterio transform info + """ + # rasterio requires west, north + # rasterio.transform.from_origin(west, north, xsize, ysize) + xllCenter = header["xllcenter"] + yllCenter = header["yllcenter"] + cellSize = header["cellsize"] + nRows = header["nrows"] + + transform = rasterio.transform.from_origin(xllCenter, + yllCenter + nRows * cellSize, + cellSize, + cellSize) + # crs = rasterio.crs.CRS.from_epsg(31287) + + return transform # , crs + +def readRasterHeader(fname): + """return a class with information from an ascii file header + + Parameters + ----------- + + fname: str or pathlib object + path to ascii file + + Returns + -------- + headerInfo: class + information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) + """ + + # # read header + # headerRows = 6 # six rows for header information + # headerInfo = ( + # {} + # ) # store header information including ncols, nrows, xllcorner, yllcorner, cellsize, nodata_value + # rowCount = 1 + # with open(str(fname), "rt") as fileH: + # for line in fileH: + # if rowCount <= headerRows: + # line = line.split() + # headerInfo[line[0].lower()] = float(line[1]) + # else: + # break + # rowCount = rowCount + 1 + # + # if ("xllcenter" not in headerInfo and "xllcorner" in headerInfo) and ( + # "yllcenter" not in headerInfo and "yllcorner" in headerInfo + # ): + # headerInfo["xllcenter"] = headerInfo["xllcorner"] + headerInfo["cellsize"] / 2 + # headerInfo["yllcenter"] = headerInfo["yllcorner"] + headerInfo["cellsize"] / 2 + # # remove xllcorner, yllcorner + # headerInfo.pop("xllcorner") + # headerInfo.pop("yllcorner") + # + # # convert ncols and nrows to int + # headerInfo["ncols"] = int(headerInfo["ncols"]) + # headerInfo["nrows"] = int(headerInfo["nrows"]) + # + # headerItems = [item.lower() for item in list(headerInfo.keys())] + + raster = rasterio.open(fname) + header = getHeaderFromRaster(raster) + raster.close() + + headerItems = [item.lower() for item in list(header.keys())] + # TODO: reanable check + # if sorted(headerItems) != sorted( + # ["cellsize", "nrows", "ncols", "xllcenter", "yllcenter", "nodata_value"] + # ): + # message = "DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value" + # log.error(message) + # raise ValueError(message) + + # fileH.close() + + return header + + +def isEqualASCheader(headerA, headerB): + """Test if two headers (A,B) are the same (except for noData Values) + + Parameters + ----------- + headerA: class + headerB: class + + Returns + -------- + boolean: True if header A and B are equal (disregrad the noData field) + """ + a = headerA + b = headerB + return ( + (a["ncols"] == b["ncols"]) + and (a["nrows"] == b["nrows"]) + and (a["xllcenter"] == b["xllcenter"]) + and (a["yllcenter"] == b["yllcenter"]) + and (a["cellsize"] == b["cellsize"]) + ) + +def writeResultToRaster(header, resultArray, outFileName, flip=False): + """Write 2D array to a raster file with header and save to location of outFileName + + Parameters + ---------- + header : class + class with methods that give cellsize, nrows, ncols, xllcenter + yllcenter, nodata_value + resultArray : 2D numpy array + 2D numpy array of values that shall be written to file + outFileName : str + path incl. name of file to be written + flip: boolean + if True, flip the rows of the resultArray when writing + + Returns + ------- + outFile: path + to file being written + """ + + if header["driver"] == "AAIGrid": + outFile = outFileName.parent / (outFileName.name + ".asc") + elif header["driver"] == "GTiff": + outFile = outFileName.parent / (outFileName.name + ".tif") + + # try: + rasterOut = rasterio.open( + outFile, + "w", + driver=header["driver"], + crs=header["crs"], + nodata=header["nodata_value"], + transform=header["transform"], + height=resultArray.shape[0], + width=resultArray.shape[1], + count=1, + dtype=resultArray.dtype, + ) + if flip: + rasterOut.write(np.flipud(resultArray), 1) + else: + rasterOut.write(resultArray, 1) + rasterOut.close() + # except: + # log.error("could not write {} to {}".format(resultArray, outFileName)) + return outFile diff --git a/avaframe/in2Trans/transfromFields.py b/avaframe/in2Trans/transfromFields.py index e750376d9..b71781901 100644 --- a/avaframe/in2Trans/transfromFields.py +++ b/avaframe/in2Trans/transfromFields.py @@ -10,7 +10,7 @@ # local imports import avaframe.com1DFA.DFAtools as DFAtls from avaframe.in3Utils import geoTrans as gT -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf # create local logger log = logging.getLogger(__name__) diff --git a/avaframe/in3Utils/fileHandlerUtils.py b/avaframe/in3Utils/fileHandlerUtils.py index 1f394e4b9..d5abae751 100644 --- a/avaframe/in3Utils/fileHandlerUtils.py +++ b/avaframe/in3Utils/fileHandlerUtils.py @@ -12,7 +12,7 @@ import shutil # Local imports -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf # create local logger # change log level in calling module to DEBUG to see log messages @@ -539,7 +539,9 @@ def makeSimDF(inputDir, avaDir='', simID='simID'): # Load input datasets from input directory if isinstance(inputDir, pathlib.Path) is False: inputDir = pathlib.Path(inputDir) - datafiles = list(inputDir.glob('*.asc')) + + # TODO: what if asc and tif? + datafiles = list(inputDir.glob('*.asc')) + list(inputDir.glob('*.tif')) # Sort datafiles by name datafiles = sorted(datafiles) @@ -592,7 +594,7 @@ def makeSimDF(inputDir, avaDir='', simID='simID'): data['resType'].append(infoParts[4+j]) data['simName'].append(fNamePart + '_' + ('_'.join(infoParts[0:(4+j)]))) - header = IOf.readASCheader(datafiles[m]) + header = IOf.readRasterHeader(datafiles[m]) data['cellSize'].append(header['cellsize']) if len(infoParts) == (6+j): data['timeStep'].append(infoParts[5+j]) @@ -609,7 +611,7 @@ def makeSimDF(inputDir, avaDir='', simID='simID'): data['resType'].append(infoParts[3]) data['simName'].append(fNamePart + '_' + ('_'.join(infoParts[0:3]))) - header = IOf.readASCheader(datafiles[m]) + header = IOf.readRasterHeader(datafiles[m]) data['cellSize'].append(header['cellsize']) if len(infoParts) == 5: data['timeStep'].append(infoParts[4]) @@ -717,7 +719,7 @@ def makeSimFromResDF(avaDir, comModule, inputDir='', simName=''): raise AssertionError(message) # add info about the cell size - header = IOf.readASCheader(file) + header = IOf.readRasterHeader(file) dataDF.loc[simName, 'cellSize'] = header['cellsize'] # add full path to resType dataDF.loc[simName, resType] = pathlib.Path(file) diff --git a/avaframe/in3Utils/generateTopo.py b/avaframe/in3Utils/generateTopo.py index 1a05ce05e..1e6aa2366 100644 --- a/avaframe/in3Utils/generateTopo.py +++ b/avaframe/in3Utils/generateTopo.py @@ -12,7 +12,7 @@ import pathlib from avaframe.in3Utils import geoTrans -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf # create local logger # change log level in calling module to DEBUG to see log messages @@ -611,25 +611,38 @@ def pyramid(cfg): def writeDEM(cfg, z, outDir): """ Write topography information to file """ - nameExt = cfg['TOPO']['demType'] + from rasterio.crs import CRS + nameExt = cfg["TOPO"]["demType"] nRows = z.shape[0] nCols = z.shape[1] # Read lower left center coordinates, cellsize and noDATA value - xllcenter = float(cfg['DEMDATA']['xl']) - yllcenter = float(cfg['DEMDATA']['yl']) - cellsize = float(cfg['TOPO']['dx']) - noDATA = float(cfg['DEMDATA']['nodata_value']) - demName = cfg['DEMDATA']['demName'] - - # Save elevation data to .asc file and add header lines - demFile = outDir / ('%s_%s_Topo.asc' % (demName, nameExt)) - demHeader = {'ncols': nCols, 'nrows': nRows, 'xllcenter': xllcenter, 'yllcenter': yllcenter, 'cellsize': cellsize, - 'nodata_value': noDATA} - IOf.writeResultToAsc(demHeader, z, demFile, flip=False) + xllcenter = float(cfg["DEMDATA"]["xl"]) + yllcenter = float(cfg["DEMDATA"]["yl"]) + cellsize = float(cfg["TOPO"]["dx"]) + noDATA = float(cfg["DEMDATA"]["nodata_value"]) + demName = cfg["DEMDATA"]["demName"] + + # Save elevation data to file and add header lines + demFile = outDir / ("%s_%s_Topo" % (demName, nameExt)) + demHeader = {"ncols": nCols, + "nrows": nRows, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "cellsize": cellsize, + "nodata_value": noDATA} + + transform = IOf.transformFromASCHeader(demHeader) + demHeader["transform"] = transform + demHeader["driver"] = "AAIGrid" + # set blank CRS TODO: maybe set default from main cfg? + demHeader["crs"] = CRS() + # demHeader["crs"] = CRS.from_epsg(31287) + + IOf.writeResultToRaster(demHeader, z, demFile, flip=False) # Log info here - log.info('DEM written to: %s/%s_%s_Topo.asc' % (outDir, demName, nameExt)) + log.info("DEM written to: %s/%s_%s_Topo" % (outDir, demName, nameExt)) def generateTopo(cfg, avalancheDir): diff --git a/avaframe/in3Utils/geoTrans.py b/avaframe/in3Utils/geoTrans.py index ebd99d2e2..0f7e70b3e 100644 --- a/avaframe/in3Utils/geoTrans.py +++ b/avaframe/in3Utils/geoTrans.py @@ -14,7 +14,7 @@ from shapely import LineString, Point, distance, MultiPoint # Local imports -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.com1DFA import particleTools @@ -278,10 +278,7 @@ def remeshData(rasterDict, cellSizeNew, remeshOption="griddata", interpMethod="c # create header of remeshed DEM # set new header - headerRemeshed = {} - headerRemeshed["xllcenter"] = header["xllcenter"] - headerRemeshed["yllcenter"] = header["yllcenter"] - headerRemeshed["nodata_value"] = header["nodata_value"] + headerRemeshed = header headerRemeshed["cellsize"] = cellSizeNew headerRemeshed["ncols"] = ncolsNew headerRemeshed["nrows"] = nrowsNew @@ -339,16 +336,19 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False): # save remeshed raster pathToRaster = pathlib.Path(cfgSim["GENERAL"]["avalancheDir"], "Inputs", "remeshedRasters") fU.makeADir(pathToRaster) - outFile = pathToRaster / ("%s_remeshed%s%.2f.asc" % (rasterFile.stem, typeIndicator, remeshedRaster["header"][ + + outFile = pathToRaster / ("%s_remeshed%s%.2f" % (rasterFile.stem, typeIndicator, remeshedRaster["header"][ "cellsize"])) + + # TODO: make sure to only check basename -> maybe separate function? if outFile.name in allRasterNames: message = "Name for saving remeshedRaster already used: %s" % outFile.name log.error(message) raise FileExistsError(message) - IOf.writeResultToAsc(remeshedRaster["header"], remeshedRaster["rasterData"], outFile, flip=True) - log.info("Saved remeshed raster to %s" % outFile) - pathRaster = str(pathlib.Path("remeshedRasters", outFile.name)) + writtenFile = IOf.writeResultToRaster(remeshedRaster["header"], remeshedRaster["rasterData"], outFile, flip=True) + log.info("Saved remeshed raster to %s" % writtenFile) + pathRaster = str(pathlib.Path("remeshedRasters", writtenFile.name)) return pathRaster @@ -391,7 +391,7 @@ def searchRemeshedRaster(rasterName, cfgSim, typeIndicator="DEM"): rasterFiles = list(pathToRasters.glob("*remeshed%s*.asc" % typeIndicator)) allRasterNames = [d.name for d in rasterFiles] for rasterF in rasterFiles: - headerRaster = IOf.readASCheader(rasterF) + headerRaster = IOf.readRasterHeader(rasterF) if abs(meshCellSize - headerRaster["cellsize"]) < meshCellSizeThreshold and rasterName in rasterF.stem: log.info("Remeshed Raster found: %s cellSize: %.5f" % (rasterF.name, headerRaster["cellsize"])) rasterFound = True diff --git a/avaframe/in3Utils/initializeProject.py b/avaframe/in3Utils/initializeProject.py index e3a0f279a..d3c21abfb 100644 --- a/avaframe/in3Utils/initializeProject.py +++ b/avaframe/in3Utils/initializeProject.py @@ -190,7 +190,7 @@ def createFolderStruct(pathAvaName): Inputs = checkMakeDir(pathAvaName, 'Inputs') inputsSubDirs = ['RES', 'REL', 'SECREL', 'ENT', - 'POINTS', 'LINES', 'RELTH'] + 'POINTS', 'LINES', 'POLYGONS', 'RELTH'] for cuDir in inputsSubDirs: checkMakeDir(Inputs, cuDir) diff --git a/avaframe/out1Peak/outPlotAllPeak.py b/avaframe/out1Peak/outPlotAllPeak.py index 3bfceb08f..c1158dc93 100644 --- a/avaframe/out1Peak/outPlotAllPeak.py +++ b/avaframe/out1Peak/outPlotAllPeak.py @@ -10,11 +10,17 @@ matplotlib.use("agg") from matplotlib import pyplot as plt import pathlib +from mpl_toolkits.axes_grid1 import make_axes_locatable import avaframe.out3Plot.plotUtils as pU import avaframe.in1Data.getInput as gI from avaframe.in3Utils import fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf + +import rasterio +import rasterio.plot +import contextily as ctx +import geopandas as gpd # create local logger log = logging.getLogger(__name__) @@ -44,6 +50,7 @@ def plotAllPeakFields(avaDir, cfgFLAGS, modName, demData=""): # Load all infos on simulations avaDir = pathlib.Path(avaDir) inputDir = avaDir / "Outputs" / modName / "peakFiles" + inDir = avaDir / 'Inputs' peakFilesDF = fU.makeSimDF(inputDir, avaDir=avaDir) if demData == "": @@ -70,14 +77,18 @@ def plotAllPeakFields(avaDir, cfgFLAGS, modName, demData=""): for sName in peakFilesDF["simName"]: plotDict[sName] = {} + # TODO get from data + srcCrs = rasterio.crs.CRS.from_epsg(31287) + # Loop through peakFiles and generate plot for m in range(len(peakFilesDF["names"])): # Load names and paths of peakFiles name = peakFilesDF["names"][m] fileName = peakFilesDF["files"][m] - avaName = peakFilesDF["avaName"][m] resType = peakFilesDF["resType"][m] + simType = peakFilesDF['simType'][m] + log.debug("now plot %s:" % (fileName)) plotName = outDir / ("%s.%s" % (name, pU.outputFormat)) @@ -96,6 +107,30 @@ def plotAllPeakFields(avaDir, cfgFLAGS, modName, demData=""): # add peak field data now ax, rowsMinPlot, colsMinPlot = addConstrainedDataField(fileName, resType, demField, ax, cellSize) + # TODO for testing + if cfgFLAGS.getboolean("showOnlineBackground"): + providers = ctx.providers.flatten() + ctx.add_basemap(ax, crs=srcCrs, source=providers[str(cfgFLAGS["mapProvider"])], zorder=2) + + # if available zoom into area provided by crop shp file in Inputs/CROPSHAPE + cropFile, cropInfo = gI.getAndCheckInputFiles(inDir, "POLYGONS", "cropFile", fileExt="cropshape.shp") + if cropInfo != 'No': + focus = gpd.read_file(cropFile) + focus.plot(ax=ax, zorder=12, edgecolor="red", linewidth=2, facecolor="none", alpha=0) + extent = focus.total_bounds + ax.set_xlim(extent[0], extent[2]) + ax.set_ylim(extent[1], extent[3]) + + # if entrainment or resistance area is considered in simulation, show extent of entrainment or resistance area + colorOutline = {'ent': 'white', 'res': 'green'} + for sType in ['ent', 'res']: + if sType in simType: + sFile, sInfo = gI.getAndCheckInputFiles(inDir, sType.upper(), sType, fileExt="shp") + if sInfo != 'No': + sarea = gpd.read_file(sFile) + sarea.plot(ax=ax, zorder=12, edgecolor=colorOutline[sType], linewidth=2, facecolor="none", + label=('%s area' % sType), alpha=0.8) + # add title, labels and ava Info title = str("%s" % name) ax.set_title(title) @@ -154,8 +189,6 @@ def addConstrainedDataField(fileName, resType, demField, ax, cellSize, alpha=1., # Set extent of peak file ny = data.shape[0] nx = data.shape[1] - Ly = ny * cellSize - Lx = nx * cellSize # choose colormap cmap, col, ticks, norm = pU.makeColorMap( @@ -176,10 +209,20 @@ def addConstrainedDataField(fileName, resType, demField, ax, cellSize, alpha=1., ax.imshow(dataOneColor, cmap=oneColor, norm=norm, extent=extentCellCorners, origin="lower", aspect="equal", zorder=4, alpha=alpha) else: - im1 = ax.imshow(dataConstrained, cmap=cmap, norm=norm, extent=extentCellCorners, origin="lower", aspect="equal", zorder=4, - alpha=alpha) + im1 = ax.imshow(dataConstrained, + cmap=cmap, + norm=norm, + extent=extentCellCorners, + origin="lower", + aspect="equal", + zorder=4, + alpha=alpha) if len(np.nonzero(data)[0]) > 0.: - pU.addColorBar(im1, ax, ticks, unit) + # add Colorbar + fig = ax.get_figure() + divider = make_axes_locatable(ax) + cax = divider.append_axes("right", size="5%", pad=0.05) + fig.colorbar(im1, cax=cax) return ax, rowsMinPlot, colsMinPlot diff --git a/avaframe/out1Peak/plotPeaksWithMap.py b/avaframe/out1Peak/plotPeaksWithMap.py new file mode 100644 index 000000000..217ffa390 --- /dev/null +++ b/avaframe/out1Peak/plotPeaksWithMap.py @@ -0,0 +1,79 @@ +import rasterio +import rasterio.plot +from rasterio.enums import Resampling +import matplotlib.pyplot as plt +import contextily as ctx +import numpy as np +import geopandas as gpd +from rasterio.crs import CRS +from mpl_toolkits.axes_grid1 import make_axes_locatable +from matplotlib.offsetbox import TextArea, DrawingArea, OffsetImage, AnnotationBbox + + +def plotASCwithWmts(ASCFile, cropShape=None): + # Open the GeoTIFF file + with rasterio.open(ASCFile, 'r+') as src: + src.crs = CRS.from_epsg(31287) + # Read the first band + data = src.read(1, resampling=Resampling.bilinear) + + # Replace no-data values with NaN for better visualization + data = np.where(data == src.nodata, np.nan, data) + data = np.where(data < 0.001, np.nan, data) + + # Plot the GeoTIFF + fig, ax = plt.subplots(figsize=(10, 10)) + ax.set_title("GeoTIFF/ASC with WMTS Background") + + # Plot the GeoTIFF + modRes = rasterio.plot.show(data, transform=src.transform, ax=ax, alpha=1, cmap="viridis", zorder=5) + + if cropShape: + focus = gpd.read_file(cropShape) + focus.plot(ax=ax, zorder=12, edgecolor="red", linewidth=2, facecolor="none") + extent = focus.total_bounds + ax.set_xlim(extent[0], extent[2]) + ax.set_ylim(extent[1], extent[3]) + + # Add a WMTS background (orthophoto from a WMTS server) + # ctx.add_basemap(ax, crs=src.crs, source=ctx.providers.BasemapAT.grau, zorder=4) + ctx.add_basemap(ax, crs=src.crs, source=ctx.providers.BasemapAT.orthofoto, zorder=4) + + # Plot second time, otherwise basemap is on top, in case zorder is not working... (FSO) + # rasterio.plot.show(data, transform=src.transform, ax=ax, alpha=0.9, cmap="viridis") + + # North Arrow + x, y, arrow_length = 0.95, 0.95, 0.1 + ax.annotate('N', xy=(x, y), xytext=(x, y - arrow_length), + arrowprops=dict(facecolor='black', width=1, headwidth=5), + ha='center', va='center', fontsize=10, + xycoords=ax.transAxes, zorder=6) + + # Colorbar + divider = make_axes_locatable(ax) + cax = divider.append_axes("right", size="5%", pad=0.05) + im = modRes.get_images()[0] + fig.colorbar(im, cax=cax) + + # logo = plt.imread('logo.png') + + # newax = fig.add_axes([0.21, 0.21, 0.22, 0.22], anchor='SE') + # newax.imshow(logo, alpha=0.6, zorder=20) + # newax.axis('off') + + # imagebox = OffsetImage(logo, zoom=0.8) + # ab = AnnotationBbox(imagebox, (0, 0), zorder=15) + # ax.add_artist(ab) + + # ax.figure.figimage(logo, 200, 200, alpha=.5, zorder=15, resize=True) + + # Show the plot + plt.show() + + +baseAscFile = 'pft.asc' +focusFile = 'focus.shp' + +# Replace with the path to your GeoTIFF file +plotASCwithWmts(baseAscFile, focusFile) +# plotASCwithWmts(baseAscFile) diff --git a/avaframe/out3Plot/outAna1Plots.py b/avaframe/out3Plot/outAna1Plots.py index c4a2d9099..4a03438ad 100644 --- a/avaframe/out3Plot/outAna1Plots.py +++ b/avaframe/out3Plot/outAna1Plots.py @@ -7,7 +7,7 @@ import copy # local imports -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.com1DFA.DFAtools as DFAtls import avaframe.com1DFA.com1DFA as com1DFA from avaframe.in1Data import getInput as gI diff --git a/avaframe/out3Plot/outContours.py b/avaframe/out3Plot/outContours.py index c5fec3f76..bfd28f0f5 100644 --- a/avaframe/out3Plot/outContours.py +++ b/avaframe/out3Plot/outContours.py @@ -20,7 +20,7 @@ import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.out3Plot import statsPlots as sPlot from avaframe.in3Utils import cfgUtils -from avaframe.in2Trans import ascUtils as iOf +from avaframe.in2Trans import rasterUtils as iOf from avaframe.in2Trans import shpConversion as shpConv from avaframe.in3Utils import geoTrans as gT diff --git a/avaframe/out3Plot/outParticlesAnalysis.py b/avaframe/out3Plot/outParticlesAnalysis.py index 8c2a04a1f..e3497379b 100644 --- a/avaframe/out3Plot/outParticlesAnalysis.py +++ b/avaframe/out3Plot/outParticlesAnalysis.py @@ -23,13 +23,13 @@ # Local imports import avaframe.out3Plot.plotUtils as pU import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import logUtils import avaframe.ana5Utils.distanceTimeAnalysis as dtAna import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outDistanceTimeAnalysis as dtAnaPlots from avaframe.com1DFA import com1DFA import avaframe.in3Utils.geoTrans as gT diff --git a/avaframe/out3Plot/outQuickPlot.py b/avaframe/out3Plot/outQuickPlot.py index 5b1fb2864..fbe45e29c 100644 --- a/avaframe/out3Plot/outQuickPlot.py +++ b/avaframe/out3Plot/outQuickPlot.py @@ -13,7 +13,7 @@ import matplotlib as mpl # Local imports -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.geoTrans as geoTrans import avaframe.out3Plot.plotUtils as pU from avaframe.in3Utils import fileHandlerUtils as fU @@ -380,7 +380,7 @@ def quickPlotSimple(avaDir, inputDir, cfg): raster = IOf.readRaster(datafiles[0], noDataToNan=True) rasterRef = IOf.readRaster(datafiles[1], noDataToNan=True) data1, data2 = geoTrans.resizeData(raster, rasterRef) - header = IOf.readASCheader(datafiles[0]) + header = IOf.readRasterHeader(datafiles[0]) cellSize = header['cellsize'] # Create dataDict to be passed to generatePlot @@ -428,7 +428,7 @@ def quickPlotOne(avaDir, datafile, cfg, locVal, axis, resType=''): # Load data raster = IOf.readRaster(datafile, noDataToNan=True) data1 = raster['rasterData'] - header = IOf.readASCheader(datafile) + header = IOf.readRasterHeader(datafile) cellSize = header['cellsize'] # Create dataDict to be passed to generatePlot diff --git a/avaframe/out3Plot/statsPlots.py b/avaframe/out3Plot/statsPlots.py index 87bee91e6..9d5aa3e8a 100644 --- a/avaframe/out3Plot/statsPlots.py +++ b/avaframe/out3Plot/statsPlots.py @@ -14,7 +14,7 @@ # local imports import avaframe.out3Plot.plotUtils as pU import avaframe.in3Utils.fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgHandling import avaframe.in1Data.getInput as gI import avaframe.com1DFA.deriveParameterSet as dP @@ -279,7 +279,7 @@ def plotProbMap(avaDir, inDir, cfgFull, demPlot=False): raster = IOf.readRaster(data, noDataToNan=True) dataPlot = raster['rasterData'] - header = IOf.readASCheader(data) + header = IOf.readRasterHeader(data) cellSize = header['cellsize'] # load correspoding DEM check for matching cellsize diff --git a/avaframe/runCom1DFA.py b/avaframe/runCom1DFA.py index 4d72def6e..93a0777ce 100644 --- a/avaframe/runCom1DFA.py +++ b/avaframe/runCom1DFA.py @@ -59,7 +59,9 @@ def runCom1DFA(avalancheDir='', calibration=''): # Clean input directory(ies) of old work and output files # If you just created the ``avalancheDir`` this one should be clean but if you # already did some calculations you might want to clean it:: - initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=False) + # TODO change back + # initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=False) + initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=True) # Set friction model according to cmd argument cfgCom1DFA = cfgUtils.getModuleConfig(com1DFA, toPrint=False) diff --git a/avaframe/runCom4FlowPy.py b/avaframe/runCom4FlowPy.py index 4a7f3af7f..d08b64f49 100644 --- a/avaframe/runCom4FlowPy.py +++ b/avaframe/runCom4FlowPy.py @@ -22,7 +22,7 @@ import avaframe.in3Utils.initialiseDirs as inDirs from avaframe.in3Utils import fileHandlerUtils as fU import avaframe.in2Trans.shpConversion as shpConv -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.geoTrans as gT diff --git a/avaframe/runPlotCom1DFA.py b/avaframe/runPlotCom1DFA.py index 4f3b6bc82..bc335dd8f 100644 --- a/avaframe/runPlotCom1DFA.py +++ b/avaframe/runPlotCom1DFA.py @@ -11,7 +11,7 @@ from avaframe.in3Utils import logUtils import avaframe.out3Plot.outCom1DFA as outCom1DFA from avaframe.in1Data import getInput as gI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.com1DFA.particleTools as particleTools diff --git a/avaframe/runScripts/runD2Th.py b/avaframe/runScripts/runD2Th.py index f256b9fcd..8fb36f91b 100644 --- a/avaframe/runScripts/runD2Th.py +++ b/avaframe/runScripts/runD2Th.py @@ -5,7 +5,7 @@ import pathlib # Local imports -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in1Data import getInput as gI import avaframe.in2Trans.transfromFields as tF import avaframe.out3Plot.outTransformPlots as oT @@ -48,7 +48,7 @@ def runD2Th(avaDir, comMod, resType, profileAxis, profileIndex): # write thickness to file outFile = outDir / pName - IOf.writeResultToAsc(thicknessDict["header"], thicknessDict["rasterData"], outFile, flip=True) + IOf.writeResultToRaster(thicknessDict["header"], thicknessDict["rasterData"], outFile, flip=True) if __name__ == "__main__": diff --git a/avaframe/runScripts/runParticleAnalysisPlots.py b/avaframe/runScripts/runParticleAnalysisPlots.py index 0aebbae54..d5180dcbf 100644 --- a/avaframe/runScripts/runParticleAnalysisPlots.py +++ b/avaframe/runScripts/runParticleAnalysisPlots.py @@ -22,7 +22,7 @@ from avaframe.com1DFA import com1DFA import avaframe.in1Data.getInput as gI from avaframe.in3Utils import logUtils -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.ana5Utils.distanceTimeAnalysis as dtAna from avaframe.in3Utils import cfgHandling diff --git a/avaframe/runScripts/runPlotProfile.py b/avaframe/runScripts/runPlotProfile.py index dec06108f..ff4cad96f 100644 --- a/avaframe/runScripts/runPlotProfile.py +++ b/avaframe/runScripts/runPlotProfile.py @@ -16,7 +16,7 @@ from avaframe.in3Utils import logUtils from avaframe.in3Utils import fileHandlerUtils as fU from avaframe.out3Plot import plotUtils as pU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf ################USER Input############# diff --git a/avaframe/runScripts/runRangeTimeDiagram.py b/avaframe/runScripts/runRangeTimeDiagram.py index b3756b8a5..d2979479a 100644 --- a/avaframe/runScripts/runRangeTimeDiagram.py +++ b/avaframe/runScripts/runRangeTimeDiagram.py @@ -11,7 +11,7 @@ from avaframe.in3Utils import logUtils import avaframe.ana5Utils.distanceTimeAnalysis as dtAna import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outDistanceTimeAnalysis as dtAnaPlots diff --git a/avaframe/runScripts/runThalwegTimeDiagram.py b/avaframe/runScripts/runThalwegTimeDiagram.py index 235535c11..e01fe544d 100644 --- a/avaframe/runScripts/runThalwegTimeDiagram.py +++ b/avaframe/runScripts/runThalwegTimeDiagram.py @@ -16,7 +16,7 @@ from avaframe.in3Utils import logUtils import avaframe.ana5Utils.distanceTimeAnalysis as dtAna import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outDistanceTimeAnalysis as dtAnaPlots #+++++++++++++USER INPUT++++++++ diff --git a/avaframe/tests/test_aimecTools.py b/avaframe/tests/test_aimecTools.py index a83c41ae6..191c039ec 100644 --- a/avaframe/tests/test_aimecTools.py +++ b/avaframe/tests/test_aimecTools.py @@ -11,7 +11,7 @@ import avaframe.ana3AIMEC.ana3AIMEC as anaAI import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.in3Utils import cfgUtils -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf def test_fetchReferenceSimNo(tmp_path): diff --git a/avaframe/tests/test_ana3AIMEC.py b/avaframe/tests/test_ana3AIMEC.py index 4de9abc7f..4847ff39f 100644 --- a/avaframe/tests/test_ana3AIMEC.py +++ b/avaframe/tests/test_ana3AIMEC.py @@ -1,4 +1,5 @@ -''' Tests for module ana3AIMEC ''' +""" Tests for module ana3AIMEC """ + import numpy as np import pandas as pd import pathlib @@ -8,433 +9,515 @@ import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.ana3AIMEC.ana3AIMEC as ana3AIMEC import avaframe.ana3AIMEC.aimecTools as aT -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.com1DFA import particleTools as paT from avaframe.in3Utils import cfgUtils +import rasterio def test_getAimecInputs(capfd): - """ test readAIMECinputs and fetchReferenceSimNo""" + """test readAIMECinputs and fetchReferenceSimNo""" dirname = pathlib.Path(__file__).parents[0] - avalancheDir = pathlib.Path(dirname, '..', 'data', 'avaParabola') + avalancheDir = pathlib.Path(dirname, "..", "data", "avaParabola") pathDict = {} - pathDict = aT.readAIMECinputs(avalancheDir, pathDict, True, dirName='com1DFA') -# print(pathDict) - assert 'avaframe/tests/../data/avaParabola/Inputs/LINES/path_aimec.shp' in str(pathDict['profileLayer']) - assert 'avaframe/tests/../data/avaParabola/Inputs/POINTS/splitPoint.shp' in str(pathDict['splitPointSource']) - assert 'avaframe/tests/../data/avaParabola/Inputs/DEM_PF_Topo.asc' in str(pathDict['demSource']) - assert 'avaframe/tests/../data/avaParabola/Outputs/ana3AIMEC/com1DFA' in str(pathDict['pathResult']) - assert pathDict['projectName'] == 'avaParabola' - assert pathDict['pathName'] == 'path_aimec' + pathDict = aT.readAIMECinputs(avalancheDir, pathDict, True, dirName="com1DFA") + # print(pathDict) + assert "avaframe/tests/../data/avaParabola/Inputs/LINES/path_aimec.shp" in str(pathDict["profileLayer"]) + assert "avaframe/tests/../data/avaParabola/Inputs/POINTS/splitPoint.shp" in str( + pathDict["splitPointSource"] + ) + assert "avaframe/tests/../data/avaParabola/Inputs/DEM_PF_Topo.asc" in str(pathDict["demSource"]) + assert "avaframe/tests/../data/avaParabola/Outputs/ana3AIMEC/com1DFA" in str(pathDict["pathResult"]) + assert pathDict["projectName"] == "avaParabola" + assert pathDict["pathName"] == "path_aimec" def test_analyzeArea(tmp_path): - '''Simple test for module analyzeArea''' + """Simple test for module analyzeArea""" # get input data dirname = pathlib.Path(__file__).parents[0] - dataRef = dirname / 'data' / 'refTestAimecTopo.asc' - dataSim = dirname / 'data' / 'simTestAimecTopo.asc' - dataMass = dirname / 'data' / '000000.txt' - dataMass1 = dirname / 'data' / '000001.txt' + dataRef = dirname / "data" / "refTestAimecTopo.asc" + dataSim = dirname / "data" / "simTestAimecTopo.asc" + dataMass = dirname / "data" / "000000.txt" + dataMass1 = dirname / "data" / "000001.txt" pathDict = {} - pathDict['projectName'] = 'NameOfAvalanche' + pathDict["projectName"] = "NameOfAvalanche" d = {} - d['simName'] = ['refTestAimecTopo', 'simTestAimecTopo'] - d['ppr'] = [dataRef, dataSim] - d['pft'] = [dataRef, dataSim] - d['pfv'] = [dataRef, dataSim] - d['massBal'] = [dataMass, dataMass1] + d["simName"] = ["refTestAimecTopo", "simTestAimecTopo"] + d["ppr"] = [dataRef, dataSim] + d["pft"] = [dataRef, dataSim] + d["pfv"] = [dataRef, dataSim] + d["massBal"] = [dataMass, dataMass1] inputsDF = pd.DataFrame(data=d, index=[0, 1]) - pathResult = tmp_path / 'data' - pathDict['pathResult'] = pathResult - pathDict['dirName'] = 'testAIMEC' - pathDict['refSimRowHash'] = 0 - pathDict['refSimName'] = 'refTestAimecTopo' - pathDict['compType'] = ['singleModule', 'com1DFA'] - pathDict['contCmap'] = True - pathDict['resTypeList'] = ['ppr', 'pft', 'pfv'] + pathResult = tmp_path / "data" + pathDict["pathResult"] = pathResult + pathDict["dirName"] = "testAIMEC" + pathDict["refSimRowHash"] = 0 + pathDict["refSimName"] = "refTestAimecTopo" + pathDict["compType"] = ["singleModule", "com1DFA"] + pathDict["contCmap"] = True + pathDict["resTypeList"] = ["ppr", "pft", "pfv"] cfg = cfgUtils.getModuleConfig(ana3AIMEC) - cfgSetup = cfg['AIMECSETUP'] - cfgSetup['resType'] = 'ppr' - cfgSetup['thresholdValue'] = '0.9' - cfgSetup['contourLevels'] = '0.1|0.5|1' - cfgSetup['domainWidth'] = '600' - cfgSetup['startOfRunoutAreaAngle'] = '10' - cfg['PLOTS']['velocityThreshold'] = '0.0001' + cfgSetup = cfg["AIMECSETUP"] + cfgSetup["resType"] = "ppr" + cfgSetup["thresholdValue"] = "0.9" + cfgSetup["contourLevels"] = "0.1|0.5|1" + cfgSetup["domainWidth"] = "600" + cfgSetup["startOfRunoutAreaAngle"] = "10" + cfg["PLOTS"]["velocityThreshold"] = "0.0001" avalData = np.array(([None] * 2)) data = IOf.readRaster(dataRef) - avalData[0] = np.transpose(data['rasterData']) + avalData[0] = np.transpose(data["rasterData"]) data = IOf.readRaster(dataSim) - avalData[1] = np.transpose(data['rasterData']) + avalData[1] = np.transpose(data["rasterData"]) newRasters = {} - newRasters['newRasterDEM'] = np.transpose(data['rasterData']) + newRasters["newRasterDEM"] = np.transpose(data["rasterData"]) rasterTransfo = {} - rasterTransfo['s'] = np.linspace(0, 499, 500) - rasterTransfo['l'] = np.linspace(0, 99, 100) - gridy, gridx = np.meshgrid(rasterTransfo['l'], rasterTransfo['s']) - rasterTransfo['x'] = rasterTransfo['s'] - rasterTransfo['y'] = 50*np.ones(np.shape(rasterTransfo['s'])) - rasterTransfo['z'] = 50 * np.ones(np.shape(rasterTransfo['s'])) - rasterTransfo['gridx'] = gridx - rasterTransfo['gridy'] = gridy - rasterTransfo['rasterArea'] = np.ones((500, 100)) - rasterTransfo['indStartOfRunout'] = 400 - rasterTransfo['startOfRunoutAreaAngle'] = 10 + rasterTransfo["s"] = np.linspace(0, 499, 500) + rasterTransfo["l"] = np.linspace(0, 99, 100) + gridy, gridx = np.meshgrid(rasterTransfo["l"], rasterTransfo["s"]) + rasterTransfo["x"] = rasterTransfo["s"] + rasterTransfo["y"] = 50 * np.ones(np.shape(rasterTransfo["s"])) + rasterTransfo["z"] = 50 * np.ones(np.shape(rasterTransfo["s"])) + rasterTransfo["gridx"] = gridx + rasterTransfo["gridy"] = gridy + rasterTransfo["rasterArea"] = np.ones((500, 100)) + rasterTransfo["indStartOfRunout"] = 400 + rasterTransfo["startOfRunoutAreaAngle"] = 10 contourDict = {} # Analyze data # postprocess reference timeMass = None - inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC(cfg, rasterTransfo, pathDict, inputsDF, - newRasters, timeMass, 0, contourDict, {}) + inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC( + cfg, rasterTransfo, pathDict, inputsDF, newRasters, timeMass, 0, contourDict, {} + ) # postprocess other simulations for index, inputsDFrow in inputsDF.iterrows(): - if index != pathDict['refSimRowHash']: - inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC(cfg, rasterTransfo, pathDict, inputsDF, - newRasters, timeMass, index, contourDict, {}) -# print(inputsDF['sRunout']) -# print(inputsDF['xRunout']) -# print(inputsDF['yRunout']) - assert (inputsDF['sRunout'][0] == 449) and ( - inputsDF['xRunout'][1] == 419) and ( - inputsDF['yRunout'][0] == 31) and ( - inputsDF['maxpprCrossMax'][1] == 1) -# print(inputsDF['TP']) -# print(inputsDF['FN']) -# print(inputsDF['FP']) -# print(inputsDF['TN']) -# print(inputsDF['TN']+inputsDF['FP']+inputsDF['FN']+inputsDF['TP']) - assert (inputsDF['TP'][1] == 780) and ( - inputsDF['FN'][1] == 1670) and ( - inputsDF['FP'][1] == 200) and (inputsDF['TN'][1] == 7350) + if index != pathDict["refSimRowHash"]: + inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC( + cfg, rasterTransfo, pathDict, inputsDF, newRasters, timeMass, index, contourDict, {} + ) + # print(inputsDF['sRunout']) + # print(inputsDF['xRunout']) + # print(inputsDF['yRunout']) + assert ( + (inputsDF["sRunout"][0] == 449) + and (inputsDF["xRunout"][1] == 419) + and (inputsDF["yRunout"][0] == 31) + and (inputsDF["maxpprCrossMax"][1] == 1) + ) + # print(inputsDF['TP']) + # print(inputsDF['FN']) + # print(inputsDF['FP']) + # print(inputsDF['TN']) + # print(inputsDF['TN']+inputsDF['FP']+inputsDF['FN']+inputsDF['TP']) + assert ( + (inputsDF["TP"][1] == 780) + and (inputsDF["FN"][1] == 1670) + and (inputsDF["FP"][1] == 200) + and (inputsDF["TN"][1] == 7350) + ) def test_makeDomainTransfo(tmp_path): - '''Simple test for module makeDomainTransfo''' + """Simple test for module makeDomainTransfo""" # Extract input file locations pathDict = {} dir = pathlib.Path(__file__).parents[0] - dirname = dir / 'data' / 'testAna3Aimec' - pathData = dirname / 'data' + dirname = dir / "data" / "testAna3Aimec" + pathData = dirname / "data" - refDir = dirname / 'LINES' - profileLayer = list(refDir.glob('*aimec*.shp')) - pathDict['profileLayer'] = profileLayer[0] + refDir = dirname / "LINES" + profileLayer = list(refDir.glob("*aimec*.shp")) + pathDict["profileLayer"] = profileLayer[0] - refDir = dirname / 'POINTS' - splitPointLayer = list(refDir.glob('*.shp')) - pathDict['splitPointSource'] = splitPointLayer[0] + refDir = dirname / "POINTS" + splitPointLayer = list(refDir.glob("*.shp")) + pathDict["splitPointSource"] = splitPointLayer[0] - demSource = list(dirname.glob('*.asc')) - pathDict['demSource'] = demSource[0] - demSource = pathDict['demSource'] + demSource = list(dirname.glob("*.asc")) + pathDict["demSource"] = demSource[0] + demSource = pathDict["demSource"] dem = IOf.readRaster(demSource) d = {} - d['simName'] = ['testAimec_0', 'testAimec_1', 'testAimec_2', 'testAimec_3', 'testAimec_4'] - d['ppr'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['pft'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['pfv'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['massBal'] = [dirname / '000001.txt']*5 + d["simName"] = ["testAimec_0", "testAimec_1", "testAimec_2", "testAimec_3", "testAimec_4"] + d["ppr"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["pft"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["pfv"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["massBal"] = [dirname / "000001.txt"] * 5 inputsDF = pd.DataFrame(data=d, index=[0, 1, 2, 3, 4]) - pathDict['contCmap'] = True + pathDict["contCmap"] = True - pathResult = tmp_path / 'results' - pathDict['pathResult'] = pathResult + pathResult = tmp_path / "results" + pathDict["pathResult"] = pathResult - pathDict['projectName'] = 'testAna3Aimec' + pathDict["projectName"] = "testAna3Aimec" pathName = profileLayer[0].stem - pathDict['pathName'] = pathName - pathDict['dirName'] = 'com1DFA' - pathDict['refSimRowHash'] = 0 - pathDict['refSimName'] = 'testAimec_0' - pathDict['compType'] = ['singleModule', 'com1DFA'] - pathDict['resTypeList'] = ['ppr', 'pft', 'pfv'] + pathDict["pathName"] = pathName + pathDict["dirName"] = "com1DFA" + pathDict["refSimRowHash"] = 0 + pathDict["refSimName"] = "testAimec_0" + pathDict["compType"] = ["singleModule", "com1DFA"] + pathDict["resTypeList"] = ["ppr", "pft", "pfv"] cfg = cfgUtils.getModuleConfig(ana3AIMEC) - cfgSetup = cfg['AIMECSETUP'] - cfgSetup['startOfRunoutAreaAngle'] = '0' - cfgSetup['domainWidth'] = '160' - cfgSetup['resType'] = 'ppr' - cfgSetup['thresholdValue'] = '0.9' - cfgSetup['contourLevels'] = '0.1|0.5|1' - - refSimRowHash = pathDict['refSimRowHash'] - refResultSource = inputsDF.loc[refSimRowHash, cfgSetup['resType']] + cfgSetup = cfg["AIMECSETUP"] + cfgSetup["startOfRunoutAreaAngle"] = "0" + cfgSetup["domainWidth"] = "160" + cfgSetup["resType"] = "ppr" + cfgSetup["thresholdValue"] = "0.9" + cfgSetup["contourLevels"] = "0.1|0.5|1" + + refSimRowHash = pathDict["refSimRowHash"] + refResultSource = inputsDF.loc[refSimRowHash, cfgSetup["resType"]] refRaster = IOf.readRaster(refResultSource) - refHeader = refRaster['header'] - rasterTransfo = aT.makeDomainTransfo(pathDict, dem, refHeader['cellsize'], cfgSetup) + refHeader = refRaster["header"] + rasterTransfo = aT.makeDomainTransfo(pathDict, dem, refHeader["cellsize"], cfgSetup) - assert rasterTransfo['gridx'][-1, 0] == 60 - assert rasterTransfo['gridx'][-1, -1] == 220 - assert rasterTransfo['gridy'][0, 0] == 180 - assert rasterTransfo['gridy'][0, -1] == 20 - assert rasterTransfo['gridy'][-1, -1] == 258 + assert rasterTransfo["gridx"][-1, 0] == 60 + assert rasterTransfo["gridx"][-1, -1] == 220 + assert rasterTransfo["gridy"][0, 0] == 180 + assert rasterTransfo["gridy"][0, -1] == 20 + assert rasterTransfo["gridy"][-1, -1] == 258 # transform pressure_data, thickness_data and speed_data in new raster newRasters = {} # assign pressure data - interpMethod = cfgSetup['interpMethod'] - newRasterDEM = aT.transform(dem, pathDict['demSource'], rasterTransfo, interpMethod) - newRasters['newRasterDEM'] = newRasterDEM + interpMethod = cfgSetup["interpMethod"] + newRasterDEM = aT.transform(dem, pathDict["demSource"], rasterTransfo, interpMethod) + newRasters["newRasterDEM"] = newRasterDEM contourDict = {} - cfg['PLOTS']['velocityThreshold'] = '0.0001' + cfg["PLOTS"]["velocityThreshold"] = "0.0001" # Analyze data # postprocess reference timeMass = None - inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC(cfg, rasterTransfo, pathDict, inputsDF, - newRasters, timeMass, refSimRowHash, contourDict, {}) + inputsDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC( + cfg, rasterTransfo, pathDict, inputsDF, newRasters, timeMass, refSimRowHash, contourDict, {} + ) # postprocess other simulations for index, inputsDFrow in inputsDF.iterrows(): - if index != pathDict['refSimRowHash']: - resAnalysisDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC(cfg, rasterTransfo, pathDict, inputsDF, - newRasters, timeMass, index, contourDict, {}) + if index != pathDict["refSimRowHash"]: + resAnalysisDF, newRasters, timeMass, contourDict = ana3AIMEC.postProcessAIMEC( + cfg, rasterTransfo, pathDict, inputsDF, newRasters, timeMass, index, contourDict, {} + ) for i in range(5): - rasterSource = inputsDF['ppr'][i] + rasterSource = inputsDF["ppr"][i] sourceData = IOf.readRaster(rasterSource) - rasterdata = sourceData['rasterData'] - error = (resAnalysisDF['TP'][i]+resAnalysisDF['FP'][i]-np.nansum(rasterdata))/( - np.nansum(rasterdata)*100) + rasterdata = sourceData["rasterData"] + error = (resAnalysisDF["TP"][i] + resAnalysisDF["FP"][i] - np.nansum(rasterdata)) / ( + np.nansum(rasterdata) * 100 + ) assert error < 0.4 - assert np.abs(resAnalysisDF['sRunout'][i] - (240 + 10*(i+1))) < 5 + assert np.abs(resAnalysisDF["sRunout"][i] - (240 + 10 * (i + 1))) < 5 def test_mainAIMEC(tmp_path): # Extract input file locations pathDict = {} dir = pathlib.Path(__file__).parents[0] - dirname = dir / 'data' / 'testAna3Aimec' - pathData = dirname / 'data' + dirname = dir / "data" / "testAna3Aimec" + pathData = dirname / "data" - refDir = dirname / 'LINES' - profileLayer = list(refDir.glob('*aimec*.shp')) - pathDict['profileLayer'] = profileLayer[0] + refDir = dirname / "LINES" + profileLayer = list(refDir.glob("*aimec*.shp")) + pathDict["profileLayer"] = profileLayer[0] - refDir = dirname / 'POINTS' - splitPointLayer = list(refDir.glob('*.shp')) - pathDict['splitPointSource'] = splitPointLayer[0] + refDir = dirname / "POINTS" + splitPointLayer = list(refDir.glob("*.shp")) + pathDict["splitPointSource"] = splitPointLayer[0] - demSource = list(dirname.glob('*.asc')) - pathDict['demSource'] = demSource[0] - pathDict['avalancheDir'] = dirname + demSource = list(dirname.glob("*.asc")) + pathDict["demSource"] = demSource[0] + pathDict["avalancheDir"] = dirname d = {} - d['simName'] = ['testAimec_0', 'testAimec_1', 'testAimec_2', 'testAimec_3', 'testAimec_4'] - d['ppr'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['pft'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['pfv'] = [pathData / 'testAimec_0.asc', pathData / 'testAimec_1.asc', - pathData / 'testAimec_2.asc', pathData / 'testAimec_3.asc', - pathData / 'testAimec_4.asc'] - d['massBal'] = [dirname / '000001.txt']*5 + d["simName"] = ["testAimec_0", "testAimec_1", "testAimec_2", "testAimec_3", "testAimec_4"] + d["ppr"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["pft"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["pfv"] = [ + pathData / "testAimec_0.asc", + pathData / "testAimec_1.asc", + pathData / "testAimec_2.asc", + pathData / "testAimec_3.asc", + pathData / "testAimec_4.asc", + ] + d["massBal"] = [dirname / "000001.txt"] * 5 inputsDF = pd.DataFrame(data=d, index=[0, 1, 2, 3, 4]) - pathDict['contCmap'] = True + pathDict["contCmap"] = True - pathResult = tmp_path / 'results' - pathDict['pathResult'] = pathResult - pathDict['valRef'] = '' + pathResult = tmp_path / "results" + pathDict["pathResult"] = pathResult + pathDict["valRef"] = "" - pathDict['projectName'] = 'testAna3Aimec' + pathDict["projectName"] = "testAna3Aimec" pathName = profileLayer[0].stem - pathDict['pathName'] = pathName - pathDict['dirName'] = 'com1DFA' - pathDict['refSimRowHash'] = 0 - pathDict['refSimName'] = 'testAimec_0' - pathDict['compType'] = ['singleModule', 'com1DFA'] - pathDict['resTypeList'] = ['ppr', 'pft', 'pfv'] - pathDict['colorParameter'] = False + pathDict["pathName"] = pathName + pathDict["dirName"] = "com1DFA" + pathDict["refSimRowHash"] = 0 + pathDict["refSimName"] = "testAimec_0" + pathDict["compType"] = ["singleModule", "com1DFA"] + pathDict["resTypeList"] = ["ppr", "pft", "pfv"] + pathDict["colorParameter"] = False cfg = cfgUtils.getModuleConfig(ana3AIMEC, onlyDefault=True) - cfgSetup = cfg['AIMECSETUP'] - cfgSetup['startOfRunoutAreaAngle'] = '0' - cfgSetup['domainWidth'] = '160' - cfgSetup['resType'] = 'ppr' - cfgSetup['thresholdValue'] = '0.9' - cfgSetup['contourLevels'] = '0.1|0.5|1' - cfg['PLOTS']['velocityThreshold'] = '0.0001' + cfgSetup = cfg["AIMECSETUP"] + cfgSetup["startOfRunoutAreaAngle"] = "0" + cfgSetup["domainWidth"] = "160" + cfgSetup["resType"] = "ppr" + cfgSetup["thresholdValue"] = "0.9" + cfgSetup["contourLevels"] = "0.1|0.5|1" + cfg["PLOTS"]["velocityThreshold"] = "0.0001" rasterTransfo, inputsDF, plotDict, newRasters = ana3AIMEC.mainAIMEC(pathDict, inputsDF, cfg) - assert rasterTransfo['gridx'][-1, 0] == 60 - assert rasterTransfo['gridx'][-1, -1] == 220 - assert rasterTransfo['gridy'][0, 0] == 180 - assert rasterTransfo['gridy'][0, -1] == 20 - assert rasterTransfo['gridy'][-1, -1] == 258 + assert rasterTransfo["gridx"][-1, 0] == 60 + assert rasterTransfo["gridx"][-1, -1] == 220 + assert rasterTransfo["gridy"][0, 0] == 180 + assert rasterTransfo["gridy"][0, -1] == 20 + assert rasterTransfo["gridy"][-1, -1] == 258 def test_aimecTransform(): # Extract dem dem = {} - dem['header'] = {} - dem['header']['xllcenter'] = 0 - dem['header']['yllcenter'] = 0 + dem["header"] = {} + dem["header"]["xllcenter"] = 0 + dem["header"]["yllcenter"] = 0 # Create rasterTransfo rasterTransfo = {} - rasterTransfo['s'] = np.arange(0, 8, 1) - rasterTransfo['l'] = np.arange(-2, 3, 1) - gridy, gridx = np.meshgrid(rasterTransfo['l'], rasterTransfo['s']) - rasterTransfo['gridx'] = gridx + 0.5 - rasterTransfo['gridy'] = gridy + 3.1 + rasterTransfo["s"] = np.arange(0, 8, 1) + rasterTransfo["l"] = np.arange(-2, 3, 1) + gridy, gridx = np.meshgrid(rasterTransfo["l"], rasterTransfo["s"]) + rasterTransfo["gridx"] = gridx + 0.5 + rasterTransfo["gridy"] = gridy + 3.1 # create particle particle = {} - particle['x'] = [1,7.6] - particle['y'] = [0.6, 5.0] + particle["x"] = [1, 7.6] + particle["y"] = [0.6, 5.0] # run aimecTransform and test the output - particle = ana3AIMEC.aimecTransform(rasterTransfo, particle, dem['header']) - assert particle['lAimec'] == [-2,2] - assert particle['sAimec'] == [0,7] + particle = ana3AIMEC.aimecTransform(rasterTransfo, particle, dem["header"]) + assert particle["lAimec"] == [-2, 2] + assert particle["sAimec"] == [0, 7] # F = test_aimecTransform() # Extract input file locations pathDict = {} dir = pathlib.Path(__file__).parents[0] - dirname = dir / 'data' / 'testAna3Aimec' + dirname = dir / "data" / "testAna3Aimec" # Extract dem - demSource = list(dirname.glob('*.asc')) - pathDict['demSource'] = demSource[0] - demSource = pathDict['demSource'] + demSource = list(dirname.glob("*.asc")) + pathDict["demSource"] = demSource[0] + demSource = pathDict["demSource"] dem = IOf.readRaster(demSource) # Create rasterTransfo rasterTransfo = {} - rasterTransfo['s'] = np.linspace(0, 499, 500) - rasterTransfo['l'] = np.linspace(0, 99, 100) - gridy, gridx = np.meshgrid(rasterTransfo['l'], rasterTransfo['s']) - rasterTransfo['x'] = rasterTransfo['s'] - rasterTransfo['y'] = 50*np.ones(np.shape(rasterTransfo['s'])) - rasterTransfo['gridx'] = gridx - rasterTransfo['gridy'] = gridy - rasterTransfo['rasterArea'] = np.ones((500, 100)) - rasterTransfo['indStartOfRunout'] = 400 - rasterTransfo['startOfRunoutAreaAngle'] = 10 + rasterTransfo["s"] = np.linspace(0, 499, 500) + rasterTransfo["l"] = np.linspace(0, 99, 100) + gridy, gridx = np.meshgrid(rasterTransfo["l"], rasterTransfo["s"]) + rasterTransfo["x"] = rasterTransfo["s"] + rasterTransfo["y"] = 50 * np.ones(np.shape(rasterTransfo["s"])) + rasterTransfo["gridx"] = gridx + rasterTransfo["gridy"] = gridy + rasterTransfo["rasterArea"] = np.ones((500, 100)) + rasterTransfo["indStartOfRunout"] = 400 + rasterTransfo["startOfRunoutAreaAngle"] = 10 # create particle particle = {} - particle['x'] = np.linspace(200, 50, 400) - particle['y'] = np.linspace(0, 50, 100) + particle["x"] = np.linspace(200, 50, 400) + particle["y"] = np.linspace(0, 50, 100) # run aimecTransform and test the output - particle = ana3AIMEC.aimecTransform(rasterTransfo, particle, dem['header']) - assert particle['lAimec'] != [] - assert particle['sAimec'] != [] + particle = ana3AIMEC.aimecTransform(rasterTransfo, particle, dem["header"]) + assert particle["lAimec"] != [] + assert particle["sAimec"] != [] def test_fullAimecAnalysis(tmp_path): # setup a case where the result peak fields don't have same extent and origin # to test whether the transformation is still working correctly - avaDir = pathlib.Path(tmp_path, 'avaAimecTest') - testDir = avaDir / 'testOutputs' + avaDir = pathlib.Path(tmp_path, "avaAimecTest") + testDir = avaDir / "testOutputs" fU.makeADir(testDir) dir = pathlib.Path(__file__).parents[0] - lineDir = dir / 'data' / 'aimecInput' / 'LINES' - aimecInput = avaDir / 'Inputs' / 'LINES' + lineDir = dir / "data" / "aimecInput" / "LINES" + aimecInput = avaDir / "Inputs" / "LINES" shutil.copytree(lineDir, aimecInput) - cellSize = 5. + cellSize = 5.0 nRows = 10 nCols = 12 nodata_value = np.nan - xllcenter = 0. - yllcenter = 0. - demHeader = {'cellsize': cellSize, 'nrows': nRows, 'ncols': nCols, 'nodata_value': nodata_value, - 'xllcenter': xllcenter, 'yllcenter': yllcenter} - demData = np.tile(np.flip(np.arange(12)), (10,1)) - demName = avaDir / 'Inputs' / 'testDEM.asc' - IOf.writeResultToAsc(demHeader, demData, demName, flip=True) + xllcenter = 0.0 + yllcenter = 0.0 + + # rasterio requires west, north + # rasterio.transform.from_origin(west, north, xsize, ysize) + transform = rasterio.transform.from_origin(xllcenter, yllcenter + nRows * cellSize, cellSize, cellSize) + # crs = rasterio.crs.CRS.from_epsg(31287) + crs = rasterio.crs.CRS() + + demHeader = { + "cellsize": cellSize, + "nrows": nRows, + "ncols": nCols, + "nodata_value": nodata_value, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "driver": "AAIGrid", + "crs": crs, + "transform": transform, + } + demData = np.tile(np.flip(np.arange(12)), (10, 1)) + demName = avaDir / "Inputs" / "testDEM" + IOf.writeResultToRaster(demHeader, demData, demName, flip=True) res1 = np.zeros((nRows, nCols)) - res1[3:7, 3:8] = 10. - res1[3:7, 7:10] = 7. - res1File = avaDir / 'testOutputs' / 'test1_01T_null_fullDEM_pft.asc' - IOf.writeResultToAsc(demHeader, res1, res1File, flip=True) + res1[3:7, 3:8] = 10.0 + res1[3:7, 7:10] = 7.0 + res1File = avaDir / "testOutputs" / "test1_01T_null_fullDEM_pft" + IOf.writeResultToRaster(demHeader, res1, res1File, flip=True) - xllcenter = 5. - yllcenter = 10. + xllcenter = 5.0 + yllcenter = 10.0 nRows = 8 nCols = 10 - demHeader2 = {'cellsize': cellSize, 'nrows': nRows, 'ncols': nCols, 'nodata_value': nodata_value, - 'xllcenter': xllcenter, 'yllcenter': yllcenter} + # rasterio requires west, north + # rasterio.transform.from_origin(west, north, xsize, ysize) + transform = rasterio.transform.from_origin(xllcenter, yllcenter + nRows * cellSize, cellSize, cellSize) + crs = rasterio.crs.CRS() + + demHeader2 = { + "cellsize": cellSize, + "nrows": nRows, + "ncols": nCols, + "nodata_value": nodata_value, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "driver": "AAIGrid", + "crs": crs, + "transform": transform, + } + res2 = np.zeros((nRows, nCols)) - res2[1:5, 2:7] = 10. - res2[1:5, 6:9] = 7. - resFile2 = avaDir / 'testOutputs' / 'test1_01T_null_partDEM_pft.asc' - IOf.writeResultToAsc(demHeader2, res2, resFile2, flip=True) + res2[1:5, 2:7] = 10.0 + res2[1:5, 6:9] = 7.0 + resFile2 = avaDir / "testOutputs" / "test1_01T_null_partDEM_pft" + IOf.writeResultToRaster(demHeader2, res2, resFile2, flip=True) cfg = cfgUtils.getModuleConfig(ana3AIMEC, onlyDefault=True) - cfgSetup = cfg['AIMECSETUP'] - cfgSetup['defineRunoutArea'] = 'False' - cfgSetup['resType'] = 'pft' - cfgSetup['thresholdValue'] = '7.5' - cfg['FLAGS']['flagMass'] = 'False' - cfgSetup['runoutResType'] = 'pft' - cfgSetup['resTypes'] = 'pft' - cfg['PLOTS']['compResType1'] = 'deltaSXY' - cfg['PLOTS']['compResType2'] = 'runoutAngle' - - rasterTransfo, resAnalysisDF, plotDict, newRasters, pathDict = ana3AIMEC.fullAimecAnalysis(avaDir, cfg, - inputDir=testDir, - demFileName='') - - assert resAnalysisDF['pftFieldMax'].iloc[0] == resAnalysisDF['pftFieldMax'].iloc[1] - assert resAnalysisDF['sRunout'].iloc[0] == resAnalysisDF['sRunout'].iloc[1] - assert resAnalysisDF['lRunout'].iloc[0] == resAnalysisDF['lRunout'].iloc[1] - assert resAnalysisDF['simName'].iloc[0] != resAnalysisDF['simName'].iloc[1] - assert resAnalysisDF['pftFieldMax'].iloc[0] == resAnalysisDF['pftFieldMax'].iloc[1] - assert resAnalysisDF['pftFieldMean'].iloc[0] == resAnalysisDF['pftFieldMean'].iloc[1] - - xllcenter = 5. - yllcenter = 10. + cfgSetup = cfg["AIMECSETUP"] + cfgSetup["defineRunoutArea"] = "False" + cfgSetup["resType"] = "pft" + cfgSetup["thresholdValue"] = "7.5" + cfg["FLAGS"]["flagMass"] = "False" + cfgSetup["runoutResType"] = "pft" + cfgSetup["resTypes"] = "pft" + cfg["PLOTS"]["compResType1"] = "deltaSXY" + cfg["PLOTS"]["compResType2"] = "runoutAngle" + + rasterTransfo, resAnalysisDF, plotDict, newRasters, pathDict = ana3AIMEC.fullAimecAnalysis( + avaDir, cfg, inputDir=testDir, demFileName="" + ) + + assert resAnalysisDF["pftFieldMax"].iloc[0] == resAnalysisDF["pftFieldMax"].iloc[1] + assert resAnalysisDF["sRunout"].iloc[0] == resAnalysisDF["sRunout"].iloc[1] + assert resAnalysisDF["lRunout"].iloc[0] == resAnalysisDF["lRunout"].iloc[1] + assert resAnalysisDF["simName"].iloc[0] != resAnalysisDF["simName"].iloc[1] + assert resAnalysisDF["pftFieldMax"].iloc[0] == resAnalysisDF["pftFieldMax"].iloc[1] + assert resAnalysisDF["pftFieldMean"].iloc[0] == resAnalysisDF["pftFieldMean"].iloc[1] + + xllcenter = 5.0 + yllcenter = 10.0 nRows = 8 nCols = 10 - demHeader2 = {'cellsize': cellSize, 'nrows': nRows, 'ncols': nCols, 'nodata_value': nodata_value, - 'xllcenter': xllcenter, 'yllcenter': yllcenter} + + transform = rasterio.transform.from_origin(xllcenter, yllcenter + nRows * cellSize, cellSize, cellSize) + crs = rasterio.crs.CRS() + + demHeader2 = { + "cellsize": cellSize, + "nrows": nRows, + "ncols": nCols, + "nodata_value": nodata_value, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "driver": "AAIGrid", + "crs": crs, + "transform": transform, + } + res2 = np.zeros((nRows, nCols)) - res2[1:5, 2:7] = 10. - res2[1:5, 6:9] = 6. - resFile2 = avaDir / 'testOutputs' / 'test1_01T_null_partDEM_pft.asc' - IOf.writeResultToAsc(demHeader2, res2, resFile2, flip=True) + res2[1:5, 2:7] = 10.0 + res2[1:5, 6:9] = 6.0 + resFile2 = avaDir / "testOutputs" / "test1_01T_null_partDEM_pft" + IOf.writeResultToRaster(demHeader2, res2, resFile2, flip=True) - rasterTransfo, resAnalysisDF, plotDict, newRasters, pathDict = ana3AIMEC.fullAimecAnalysis(avaDir, cfg, - inputDir=testDir, - demFileName='') + rasterTransfo, resAnalysisDF, plotDict, newRasters, pathDict = ana3AIMEC.fullAimecAnalysis( + avaDir, cfg, inputDir=testDir, demFileName="" + ) - assert resAnalysisDF['pftFieldMax'].iloc[0] == resAnalysisDF['pftFieldMax'].iloc[1] - assert resAnalysisDF['sRunout'].iloc[0] == resAnalysisDF['sRunout'].iloc[1] - assert resAnalysisDF['lRunout'].iloc[0] == resAnalysisDF['lRunout'].iloc[1] - assert resAnalysisDF['simName'].iloc[0] != resAnalysisDF['simName'].iloc[1] - assert resAnalysisDF['pftFieldMax'].iloc[0] == resAnalysisDF['pftFieldMax'].iloc[1] - assert resAnalysisDF['pftFieldMean'].iloc[0] != resAnalysisDF['pftFieldMean'].iloc[1] + assert resAnalysisDF["pftFieldMax"].iloc[0] == resAnalysisDF["pftFieldMax"].iloc[1] + assert resAnalysisDF["sRunout"].iloc[0] == resAnalysisDF["sRunout"].iloc[1] + assert resAnalysisDF["lRunout"].iloc[0] == resAnalysisDF["lRunout"].iloc[1] + assert resAnalysisDF["simName"].iloc[0] != resAnalysisDF["simName"].iloc[1] + assert resAnalysisDF["pftFieldMax"].iloc[0] == resAnalysisDF["pftFieldMax"].iloc[1] + assert resAnalysisDF["pftFieldMean"].iloc[0] != resAnalysisDF["pftFieldMean"].iloc[1] def test_postProcessReference(tmp_path): - """ test computing the runout line from different data sets as furthest coordinate along s for each l""" + """test computing the runout line from different data sets as furthest coordinate along s for each l""" - avaName = 'avaHockeyChannel' + avaName = "avaHockeyChannel" dirname = pathlib.Path(__file__).parents[0] - sourceDir = dirname / '..' / 'data' / avaName - refFileTestDir = dirname / 'data' / 'referenceAIMECTest' + sourceDir = dirname / ".." / "data" / avaName + refFileTestDir = dirname / "data" / "referenceAIMECTest" avalancheDir = tmp_path / avaName - refDataDir = avalancheDir / 'Inputs' / 'REFDATA' + refDataDir = avalancheDir / "Inputs" / "REFDATA" # Copy input to tmp dir shutil.copytree(sourceDir, avalancheDir) @@ -442,26 +525,30 @@ def test_postProcessReference(tmp_path): # setup inputs cfg = cfgUtils.getModuleConfig(ana3AIMEC, onlyDefault=True) - cfgSetup = cfg['AIMECSETUP'] + cfgSetup = cfg["AIMECSETUP"] pathDict = {} - pathDict = aT.readAIMECinputs(avalancheDir, pathDict, cfgSetup.getboolean('defineRunoutArea'), dirName='com1DFA') - demSource = pathDict['demSource'] + pathDict = aT.readAIMECinputs( + avalancheDir, pathDict, cfgSetup.getboolean("defineRunoutArea"), dirName="com1DFA" + ) + demSource = pathDict["demSource"] dem = IOf.readRaster(demSource) - rasterTransfo = aT.makeDomainTransfo(pathDict, dem, 5., cfgSetup) + rasterTransfo = aT.makeDomainTransfo(pathDict, dem, 5.0, cfgSetup) referenceDF = aT.createReferenceDF(pathDict) newRasters = {} # function to test - refDataTransformed, referenceDF = ana3AIMEC.postProcessReference(cfg, rasterTransfo, pathDict, referenceDF, newRasters) - - assert np.isclose(refDataTransformed['refLine']['xRunout'], 4239.6903) - assert np.isclose(refDataTransformed['refLine']['yRunout'], -3950) - assert np.isclose(refDataTransformed['refLine']['sRunout'], 3198.7449) - assert np.isclose(refDataTransformed['refLine']['lRunout'], -50.) - assert len(np.where(refDataTransformed['refLine']['runoutLineFound'] == False)[0]) == 0 - maxIndex = np.amax(refDataTransformed['refLine']['index']) - - assert np.isclose(rasterTransfo['s'][int(maxIndex)], 3198.7449) + refDataTransformed, referenceDF = ana3AIMEC.postProcessReference( + cfg, rasterTransfo, pathDict, referenceDF, newRasters + ) + + assert np.isclose(refDataTransformed["refLine"]["xRunout"], 4239.6903) + assert np.isclose(refDataTransformed["refLine"]["yRunout"], -3950) + assert np.isclose(refDataTransformed["refLine"]["sRunout"], 3198.7449) + assert np.isclose(refDataTransformed["refLine"]["lRunout"], -50.0) + assert len(np.where(refDataTransformed["refLine"]["runoutLineFound"] == False)[0]) == 0 + maxIndex = np.amax(refDataTransformed["refLine"]["index"]) + + assert np.isclose(rasterTransfo["s"][int(maxIndex)], 3198.7449) diff --git a/avaframe/tests/test_ascUtils.py b/avaframe/tests/test_ascUtils.py index 4f38018b3..3822dfebe 100644 --- a/avaframe/tests/test_ascUtils.py +++ b/avaframe/tests/test_ascUtils.py @@ -1,38 +1,30 @@ """Tests for module com2AB""" -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import pathlib import pytest def test_readASCheader(capfd): - '''Simple test for module readASCheader''' + '''Simple test for module readRasterHeader''' dirname = pathlib.Path(__file__).parents[0] DGMSource = dirname / '..'/'data'/'avaSlide'/'Inputs'/'slideTopo.asc' - header = IOf.readASCheader(DGMSource) + header = IOf.readRasterHeader(DGMSource) assert((header['ncols'] == 419) and (header['nrows'] == 201) and (header['cellsize'] == 5)) with pytest.raises(ValueError) as e: DGMSource = dirname /'data'/'testReadAsc.asc' - assert IOf.readASCheader(DGMSource) + assert IOf.readRasterHeader(DGMSource) assert str(e.value) == ("DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value") def test_isEqualASCheader(capfd): - '''Simple test for module readASCheader''' + '''Simple test for module readRasterHeader''' dirname = pathlib.Path(__file__).parents[0] DGMSource = dirname / '..'/'data'/'avaSlide'/'Inputs'/'slideTopo.asc' - headerA = IOf.readASCheader(DGMSource) - headerB = IOf.readASCheader(DGMSource) + headerA = IOf.readRasterHeader(DGMSource) + headerB = IOf.readRasterHeader(DGMSource) equal = IOf.isEqualASCheader(headerA, headerB) assert equal -def test_readASCdata2numpyArray(capfd): - '''Simple test for module readASCheader''' - dirname = pathlib.Path(__file__).parents[0] - DGMSource = dirname / '..'/'data'/'avaSlide'/'Inputs'/'slideTopo.asc' - data = IOf.readASCdata2numpyArray(DGMSource) - - assert((data[0][0] == 1752.60) and (data[2][1] == 1749.10) - and (data[0][3] == 1742.10)) diff --git a/avaframe/tests/test_com1DFA.py b/avaframe/tests/test_com1DFA.py index 2cd0d57a6..9457d8ddc 100644 --- a/avaframe/tests/test_com1DFA.py +++ b/avaframe/tests/test_com1DFA.py @@ -13,7 +13,7 @@ import numpy as np import pytest -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in3Utils.initializeProject as initProj from avaframe.com1DFA import com1DFA @@ -151,7 +151,7 @@ def test_prepareInputData(tmp_path): "yllcenter": 0.0, "nodata_value": 0.0, } - IOf.writeResultToAsc(testHeader, testField, testFile, flip=True) + IOf.writeResultToRaster(testHeader, testField, testFile, flip=True) inputSimFiles["relThFile"] = testFile cfg["GENERAL"]["simTypeActual"] = "res" cfg["GENERAL"]["relThFromFile"] = "True" @@ -2148,7 +2148,7 @@ def test_fetchRelVolume(tmp_path): dem["rasterData"] = np.ones((10, 20)) demPath = pathlib.Path(avaDir, "Inputs", "testDem.asc") fU.makeADir(pathlib.Path(avaDir, "Inputs")) - IOf.writeResultToAsc(dem["header"], dem["rasterData"], demPath, flip=False) + IOf.writeResultToRaster(dem["header"], dem["rasterData"], demPath, flip=False) # write relThField relThF = { @@ -2166,7 +2166,7 @@ def test_fetchRelVolume(tmp_path): relThF["rasterData"][k, :] = k * 1 relThField1 = pathlib.Path(avaDir, "Inputs", "RELTH", "relThField1.asc") fU.makeADir(pathlib.Path(avaDir, "Inputs", "RELTH")) - IOf.writeResultToAsc(relThF["header"], relThF["rasterData"], relThField1, flip=False) + IOf.writeResultToRaster(relThF["header"], relThF["rasterData"], relThField1, flip=False) cfg = {} # relTh read from shp diff --git a/avaframe/tests/test_distanceTimeAnalysis.py b/avaframe/tests/test_distanceTimeAnalysis.py index 9179931e7..82021e916 100644 --- a/avaframe/tests/test_distanceTimeAnalysis.py +++ b/avaframe/tests/test_distanceTimeAnalysis.py @@ -6,7 +6,7 @@ # Local imports import avaframe.ana5Utils.distanceTimeAnalysis as dtAna -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf def test_getRadarLocation(): diff --git a/avaframe/tests/test_geoTrans.py b/avaframe/tests/test_geoTrans.py index a7ee99a66..413427b33 100644 --- a/avaframe/tests/test_geoTrans.py +++ b/avaframe/tests/test_geoTrans.py @@ -11,7 +11,7 @@ import pytest import shapely as shp -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU # Local imports @@ -522,7 +522,7 @@ def test_remeshData(tmp_path): data = getIPZ(z0, 15, 20, 5) rasterDict = {"header": headerInfo, "rasterData": data} # outFile = os.path.join(tmp_path, 'test.asc') - # IOf.writeResultToAsc(headerInfo, data, outFile, flip=False) + # IOf.writeResultToRaster(headerInfo, data, outFile, flip=False) atol = 1.0e-10 dataNew = geoTrans.remeshData(rasterDict, 2.0, larger=False) dataRaster = dataNew["rasterData"] @@ -587,7 +587,7 @@ def test_remeshDEM(tmp_path): fU.makeADir(avaDir) fU.makeADir((avaDir / "Inputs")) avaDEM = avaDir / "Inputs" / "avaAlr.asc" - IOf.writeResultToAsc(headerInfo, data, avaDEM, flip=True) + IOf.writeResultToRaster(headerInfo, data, avaDEM, flip=True) cfg = configparser.ConfigParser() cfg["GENERAL"] = { @@ -654,7 +654,7 @@ def test_remeshDEM(tmp_path): dataMod = IOf.readRaster(inputDEM) dataMod["header"]["cellsize"] = 9.0 - IOf.writeResultToAsc(dataMod["header"], dataMod["rasterData"], avaDEM, flip=True) + IOf.writeResultToRaster(dataMod["header"], dataMod["rasterData"], avaDEM, flip=True) with pytest.raises(FileExistsError) as e: assert geoTrans.remeshRaster(avaDEM1, cfg) diff --git a/avaframe/tests/test_getInput.py b/avaframe/tests/test_getInput.py index bf50945ea..fbdc4c447 100644 --- a/avaframe/tests/test_getInput.py +++ b/avaframe/tests/test_getInput.py @@ -89,27 +89,14 @@ def test_getDEMPath(tmp_path): with pytest.raises(AssertionError) as e: assert getInput.getDEMPath(avaTestDir) - assert str(e.value) == "There should be exactly one topography .asc file in %s/Inputs/" % (avaTestDir) - # call function to be tested - avaDirTest2 = pathlib.Path(tmp_path, 'avaTest') - avaDirTest2Inputs = avaDirTest2 / 'Inputs' - fU.makeADir(avaDirTest2Inputs) - inputFile = avaDirInputs / 'DEM_HS_Topo.asc' - testFile = avaDirTest2Inputs / 'DEM_HS_Topo2.txt' - shutil.copyfile(inputFile, testFile) - - with pytest.raises(AssertionError) as e: - assert getInput.getDEMPath(avaDirTest2) - assert str(e.value) == "DEM file format not correct in %s/Inputs/ - only .asc is allowed but %s is provided" % (avaDirTest2, testFile.name) + assert str(e.value) == "There should be exactly one topography .asc/.tif file in %s/Inputs/" % (avaTestDir) # call function to be tested avaDirTest3 = pathlib.Path(tmp_path, 'avaTest2') - - with pytest.raises(FileNotFoundError) as e: assert getInput.getDEMPath(avaDirTest3) - assert str(e.value) == "No topography .asc file in %s/Inputs/" % (avaDirTest3) + assert str(e.value) == "No topography .asc / .tif file in %s/Inputs/" % (avaDirTest3) def test_getInputData(tmp_path): @@ -431,6 +418,7 @@ def test_createReleaseStats(tmp_path): [z, name_ext, outDir] = generateTopo.generateTopo(cfgGenTop, testPath) + print(testPath) # setup release line lineDict = {'x': np.asarray([100., 100., 150., 200., 200., 150., 100.]), 'y': np.asarray([100., 150., 150., 150., 100., 100., 100])} @@ -448,7 +436,14 @@ def test_createReleaseStats(tmp_path): assert relDFDict['releaseIP']['release feature'].iloc[0] == 'release1' assert np.isclose(relDFDict['releaseIP']['slope [deg]'].iloc[0], 27.5) + print(20 * "-") + print(relDFDict['releaseIP']['MaxZ [m]'].iloc[0], zMax) + print(20 * "-") assert np.isclose(relDFDict['releaseIP']['MaxZ [m]'].iloc[0], zMax) + + print(20 * "-") + print(relDFDict['releaseIP']['MinZ [m]'].iloc[0], zMin) + print(20 * "-") assert np.isclose(relDFDict['releaseIP']['MinZ [m]'].iloc[0], zMin) assert np.isclose(relDFDict['releaseIP']['projected area [ha]'].iloc[0], 0.5151) assert np.isclose(relDFDict['releaseIP']['actual area [ha]'].iloc[0],0.58071) diff --git a/avaframe/tests/test_outDistanceTimeAnalysis.py b/avaframe/tests/test_outDistanceTimeAnalysis.py index 6e3d58018..b28a8a909 100644 --- a/avaframe/tests/test_outDistanceTimeAnalysis.py +++ b/avaframe/tests/test_outDistanceTimeAnalysis.py @@ -9,7 +9,7 @@ # Local imports import avaframe.ana5Utils.distanceTimeAnalysis as dtAna import avaframe.out3Plot.outDistanceTimeAnalysis as oAna -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgUtils diff --git a/avaframe/tests/test_outParticlesAnalysis.py b/avaframe/tests/test_outParticlesAnalysis.py index 485a1aa1b..04b682e14 100644 --- a/avaframe/tests/test_outParticlesAnalysis.py +++ b/avaframe/tests/test_outParticlesAnalysis.py @@ -8,7 +8,7 @@ # Local imports import avaframe.out3Plot.outParticlesAnalysis as oA -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgUtils diff --git a/avaframe/tests/test_particleInitialisation.py b/avaframe/tests/test_particleInitialisation.py index d0b086e58..f1215ddeb 100644 --- a/avaframe/tests/test_particleInitialisation.py +++ b/avaframe/tests/test_particleInitialisation.py @@ -16,7 +16,7 @@ from avaframe.com1DFA import particleInitialisation as pI -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf from avaframe.in3Utils import cfgUtils import avaframe.com1DFA.com1DFA as com1DFA import avaframe.com1DFA.damCom1DFA as damCom1DFA diff --git a/avaframe/tests/test_plotUtils.py b/avaframe/tests/test_plotUtils.py index 90788b758..67fe523bf 100644 --- a/avaframe/tests/test_plotUtils.py +++ b/avaframe/tests/test_plotUtils.py @@ -7,7 +7,7 @@ import matplotlib.pyplot as plt from cmcrameri import cm as cmapCameri import avaframe.in3Utils.fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf def test_constrainPlotsToData(): @@ -223,12 +223,12 @@ def test_addHillShadeContours(tmp_path): header = {'cellsize': 1, 'xllcenter': 0, 'yllcenter': 0, 'nrows': 4, 'ncols': 4, 'nodata_value': -9999} outFileName = testDir / 'testDEM.asc' - IOf.writeResultToAsc(header, field1, outFileName, flip=False) + IOf.writeResultToRaster(header, field1, outFileName, flip=False) field2 = np.zeros((4,4)) +10. outFileName2 = testDir / 'testData.asc' - IOf.writeResultToAsc(header, field2, outFileName2, flip=False) + IOf.writeResultToRaster(header, field2, outFileName2, flip=False) rowsMin, rowsMax, colsMin, colsMax = pU.constrainPlotsToData(field2, header['cellsize']) xllcenter = header["xllcenter"] diff --git a/avaframe/tests/test_runD2Th.py b/avaframe/tests/test_runD2Th.py index 8dd1a6d99..411291869 100644 --- a/avaframe/tests/test_runD2Th.py +++ b/avaframe/tests/test_runD2Th.py @@ -12,7 +12,7 @@ from avaframe.runScripts import runD2Th import avaframe.in3Utils.fileHandlerUtils as fU -import avaframe.in2Trans.ascUtils as IOf +import avaframe.in2Trans.rasterUtils as IOf def test_runD2Th(tmp_path): @@ -41,7 +41,7 @@ def test_runD2Th(tmp_path): outFile = pDir / 'release1IP_testID_C_L_null_dfa_pft.asc' testHeader ={'cellsize': 5., 'nrows': 401, 'ncols': 1001, 'xllcenter': 1000., 'yllcenter': -5000., 'nodata_value': -9999} - IOf.writeResultToAsc(testHeader, testDepth, outFile, flip=True) + IOf.writeResultToRaster(testHeader, testDepth, outFile, flip=True) # call funct runD2Th.runD2Th(avaDir, comMod, resType, profileAxis, profileIndex) diff --git a/avaframe/tests/test_shpConversion.py b/avaframe/tests/test_shpConversion.py index 569e384b0..6ae338958 100644 --- a/avaframe/tests/test_shpConversion.py +++ b/avaframe/tests/test_shpConversion.py @@ -4,7 +4,7 @@ import pytest # Local imports -import avaframe.in2Trans.ascUtils as ascUtils +import avaframe.in2Trans.rasterUtils as ascUtils import avaframe.in2Trans.shpConversion as shpConv diff --git a/docs/moduleCom1DFA.rst b/docs/moduleCom1DFA.rst index 1879612c6..4a80c6dd4 100644 --- a/docs/moduleCom1DFA.rst +++ b/docs/moduleCom1DFA.rst @@ -40,6 +40,7 @@ folder structure described below. ENT/ - entrainment areas POINTS/ - split points LINES/ - avalanche paths + POLYGONS/ - crop shapes SECREL/ - secondary release areas RASTERS/ - friction parameter fields Outputs/ @@ -91,6 +92,12 @@ and the following files are optional: - if ``meshCellSize`` is different from simulation ``meshCellSize`` fields will be remeshed - only used if ``frictionModel`` is set to ``spatialVoellmy`` +* one ``_cropshape.shp`` shape file (in Inputs/POLYGONS) + + - provides a polygon located inside the DEM to define area for report plots of peak fields (bounds of polygon) + - if not provided peak fields are shown for the extent where peak field values are nonzero + + Release-, entrainment thickness settings @@ -219,6 +226,8 @@ Using the default configuration, the simulation results are saved to: *Outputs/c * raster files of the peak values for pressure, flow thickness and flow velocity (*Outputs/com1DFA/peakFiles*) * raster files of the peak values for pressure, flow thickness and flow velocity for the initial time step (*Outputs/com1DFA/peakFiles/timeSteps*) * markdown report including figures for all simulations (*Outputs/com1DFA/reports*) + - if a ``_cropshape.shp`` file provided in Inputs/POLYGONS, plots are cropped to the rectangular bounds of the polygon + - if ``showOnlineBackground = True`` in avaFrameCfg.ini and a suitable ``mapProvider`` is set, peak fields are plotted onto the corresponding map * mass log files of all simulations (*Outputs/com1DFA*) * configuration files for all simulations (*Outputs/com1DFA/configurationFiles*) diff --git a/setup.py b/setup.py index 01a6a2b75..773937299 100644 --- a/setup.py +++ b/setup.py @@ -62,6 +62,12 @@ "deepdiff", "deepmerge", "psutil", + # Next ones are for geotiff: + "rasterio", + "contextily", + "geopandas", + # For geopackage, TODO might not be needed + "fiona", ] From b3048d0bc0f2effa56aa481217ae335a18727a0d Mon Sep 17 00:00:00 2001 From: Anna Wirbel Date: Wed, 8 Jan 2025 08:48:35 +0100 Subject: [PATCH 2/4] Add resampling using rasterio - rework new remesh to reproduce old remeshing - update reference remesh file for pytest test_geoTrans - remove unecessary code and test -> if raster is found with correct size, it already returns. There is no need for an overwrite then --- avaframe/in1Data/getInput.py | 1 + avaframe/in2Trans/rasterUtils.py | 48 --- avaframe/in3Utils/geoTrans.py | 103 ++++- avaframe/tests/data/remeshedDEM8.00.asc | 514 ++++++++++++------------ avaframe/tests/test_ascUtils.py | 21 +- avaframe/tests/test_geoTrans.py | 132 ++---- 6 files changed, 401 insertions(+), 418 deletions(-) diff --git a/avaframe/in1Data/getInput.py b/avaframe/in1Data/getInput.py index a1322148d..903edb175 100644 --- a/avaframe/in1Data/getInput.py +++ b/avaframe/in1Data/getInput.py @@ -250,6 +250,7 @@ def getInputDataCom1DFA(avaDir): demFile = getDEMPath(avaDir) # check if frictionParameter file is available + # TODO: enable this with geotiff muFile, entResInfo["mu"] = getAndCheckInputFiles(inputDir, "RASTERS", "mu parameter data", fileExt="asc", fileSuffix='_mu') diff --git a/avaframe/in2Trans/rasterUtils.py b/avaframe/in2Trans/rasterUtils.py index 20516f6ca..015312b6d 100644 --- a/avaframe/in2Trans/rasterUtils.py +++ b/avaframe/in2Trans/rasterUtils.py @@ -38,13 +38,6 @@ def readRaster(fname, noDataToNan=True): header = getHeaderFromRaster(raster) raster.close() - # FSO: for testing whether we got all cases of llcenter vs llcornen. Header2 contains old setup - header2 = readRasterHeader(fname) - if (header["yllcenter"] - header2["yllcenter"]) > 0.1: - message = "Header llcenter mismatch between direct file reading and rasterio" - log.error(message) - raise ValueError(message) - data = {} data["header"] = header if noDataToNan: @@ -71,7 +64,6 @@ def getHeaderFromRaster(raster): header["ncols"] = raster.width header["nrows"] = raster.height header["cellsize"] = raster.transform[0] - # TODO maker sure xllcenter is correct here or if this needs transformation as in readRasterHeader header["xllcenter"] = (raster.transform * (0, 0))[0] + header["cellsize"] / 2.0 header["yllcenter"] = (raster.transform * (0, raster.height))[1] + header["cellsize"] / 2.0 header["nodata_value"] = raster.nodata @@ -125,50 +117,10 @@ def readRasterHeader(fname): information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) """ - # # read header - # headerRows = 6 # six rows for header information - # headerInfo = ( - # {} - # ) # store header information including ncols, nrows, xllcorner, yllcorner, cellsize, nodata_value - # rowCount = 1 - # with open(str(fname), "rt") as fileH: - # for line in fileH: - # if rowCount <= headerRows: - # line = line.split() - # headerInfo[line[0].lower()] = float(line[1]) - # else: - # break - # rowCount = rowCount + 1 - # - # if ("xllcenter" not in headerInfo and "xllcorner" in headerInfo) and ( - # "yllcenter" not in headerInfo and "yllcorner" in headerInfo - # ): - # headerInfo["xllcenter"] = headerInfo["xllcorner"] + headerInfo["cellsize"] / 2 - # headerInfo["yllcenter"] = headerInfo["yllcorner"] + headerInfo["cellsize"] / 2 - # # remove xllcorner, yllcorner - # headerInfo.pop("xllcorner") - # headerInfo.pop("yllcorner") - # - # # convert ncols and nrows to int - # headerInfo["ncols"] = int(headerInfo["ncols"]) - # headerInfo["nrows"] = int(headerInfo["nrows"]) - # - # headerItems = [item.lower() for item in list(headerInfo.keys())] - raster = rasterio.open(fname) header = getHeaderFromRaster(raster) raster.close() - headerItems = [item.lower() for item in list(header.keys())] - # TODO: reanable check - # if sorted(headerItems) != sorted( - # ["cellsize", "nrows", "ncols", "xllcenter", "yllcenter", "nodata_value"] - # ): - # message = "DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value" - # log.error(message) - # raise ValueError(message) - - # fileH.close() return header diff --git a/avaframe/in3Utils/geoTrans.py b/avaframe/in3Utils/geoTrans.py index 0f7e70b3e..21c8d4863 100644 --- a/avaframe/in3Utils/geoTrans.py +++ b/avaframe/in3Utils/geoTrans.py @@ -8,6 +8,9 @@ import scipy as sp import scipy.interpolate import shapely as shp +import rasterio +import rasterio.warp +from rasterio.enums import Resampling import copy from scipy.interpolate import splprep, splev import matplotlib.path as mpltPath @@ -16,8 +19,10 @@ # Local imports import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU +import avaframe.in2Trans.rasterUtils as rU from avaframe.com1DFA import particleTools + # create local logger log = logging.getLogger(__name__) @@ -243,7 +248,6 @@ def remeshData(rasterDict, cellSizeNew, remeshOption="griddata", interpMethod="c "Remeshed data extent difference x: %f and y %f" % (xGrid[-1, -1] - xGridNew[-1, -1], yGrid[-1, -1] - yGridNew[-1, -1]) ) - if remeshOption == "griddata": xGrid = xGrid.flatten() yGrid = yGrid.flatten() @@ -282,13 +286,86 @@ def remeshData(rasterDict, cellSizeNew, remeshOption="griddata", interpMethod="c headerRemeshed["cellsize"] = cellSizeNew headerRemeshed["ncols"] = ncolsNew headerRemeshed["nrows"] = nrowsNew + xllcenter = header["xllcenter"] + yllcenter = header["yllcenter"] + transform = rasterio.transform.from_origin(xllcenter - cellSizeNew / 2.0, + (yllcenter - cellSizeNew / 2.0) + nrowsNew * cellSizeNew, + cellSizeNew, cellSizeNew) + headerRemeshed["transform"] = transform # create remeshed raster dictionary remeshedRaster = {"rasterData": zNew, "header": headerRemeshed} return remeshedRaster -def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False): +def remeshDataRio(rasterFile, cellSizeNew, larger=True): + """ resample raster data using rasterio to change effective cell size to cellSizeNew by specifying an output array + of specified size, default resampling option is set to cubic + + Parameters + ------------- + rasterFile: pathlib Path + path to file with raster data options asci or tif + cellSizeNew: float + desired spatial resolution of new raster dataset, cellsize + larger: Boolean + if true (default) output grid is at least as big as the input + + Returns + --------- + remeshedRaster: dict + dictionary with header and rasterdata with new cellSize + """ + # open raster data + src = rasterio.open(rasterFile, 'r') + + # First part is to be able to replicate our own remeshing + header = rU.getHeaderFromRaster(src) + _, _, width, height = makeCoordGridFromHeader(header, cellSizeNew=cellSizeNew, larger=larger) + + targetTransform = rasterio.transform.from_origin(header['xllcenter'] - cellSizeNew / 2.0, + (header['yllcenter'] - cellSizeNew / 2.0) + height * + cellSizeNew, + cellSizeNew, + cellSizeNew) + + # Check if crs is none, as warp.reproject NEEDS a valid crs + # If none is available, set any. The original is taken again when + # the header is reset lower down + # TODO: require a default crs in config + if src.crs is None: + srcCrs = rasterio.crs.CRS.from_epsg(31287) + else: + srcCrs = src.crs + + data, transform = rasterio.warp.reproject(source=src.read(), + destination=np.empty((src.count, height, + width)) * np.nan, + src_transform=src.transform, + dst_transform=targetTransform, + src_crs=srcCrs, + dst_crs=srcCrs, + dst_nodata=src.nodata, + resampling=Resampling.cubic) + + data = np.where(data == src.nodata, np.nan, data) + # create header of resampled data + # set new header + headerRemeshed = rU.getHeaderFromRaster(src) + src.close() + + headerRemeshed["cellsize"] = transform[0] + headerRemeshed["transform"] = transform + headerRemeshed["ncols"] = data[0].shape[1] + headerRemeshed["nrows"] = data[0].shape[0] + headerRemeshed["nodata_value"] = 'nan' + + # create remeshed raster dictionary + remeshedRaster = {"rasterData": data[0], "header": headerRemeshed} + + return remeshedRaster + +def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False, legacy=False): """change raster cell size by reprojecting on a new grid - first check if remeshed raster available the new raster is as big or smaller as the original raster and saved to Inputs/remeshedRasters as @@ -308,6 +385,8 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False): type of raster, possible options DEM or RELTH onlySearch: bool if True - only searching for remeshed DEM but not remeshing if not found + legacy: bool + if True use old resampling options (griddata and RectBivariateSpline) Returns ------- @@ -331,7 +410,14 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False): # start remesh log.info("Remeshing the input raster (of cell size %.2g m) to a cell size of %.2g m" % (cszRaster, cszRasterNew)) - remeshedRaster = remeshData(raster, cszRasterNew, remeshOption="griddata", interpMethod="cubic", larger=False) + if legacy: + remeshedRaster = remeshData(raster, cszRasterNew, remeshOption="griddata", interpMethod="cubic", larger=False) + log.info('Legacy option used for remeshing') + flipArg = True + else: + log.info("Using rasterio resampling") + remeshedRaster = remeshDataRio(rasterFile, cszRasterNew, larger=False) + flipArg = False # save remeshed raster pathToRaster = pathlib.Path(cfgSim["GENERAL"]["avalancheDir"], "Inputs", "remeshedRasters") @@ -340,13 +426,8 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False): outFile = pathToRaster / ("%s_remeshed%s%.2f" % (rasterFile.stem, typeIndicator, remeshedRaster["header"][ "cellsize"])) - # TODO: make sure to only check basename -> maybe separate function? - if outFile.name in allRasterNames: - message = "Name for saving remeshedRaster already used: %s" % outFile.name - log.error(message) - raise FileExistsError(message) - - writtenFile = IOf.writeResultToRaster(remeshedRaster["header"], remeshedRaster["rasterData"], outFile, flip=True) + writtenFile = IOf.writeResultToRaster(remeshedRaster["header"], remeshedRaster["rasterData"], outFile, + flip=flipArg) log.info("Saved remeshed raster to %s" % writtenFile) pathRaster = str(pathlib.Path("remeshedRasters", writtenFile.name)) @@ -388,7 +469,7 @@ def searchRemeshedRaster(rasterName, cfgSim, typeIndicator="DEM"): # check if Raster is available if pathToRasters.is_dir(): # look for rasters and check if cellSize within tolerance and origin matches - rasterFiles = list(pathToRasters.glob("*remeshed%s*.asc" % typeIndicator)) + rasterFiles = list(pathToRasters.glob("*remeshed%s*" % typeIndicator)) allRasterNames = [d.name for d in rasterFiles] for rasterF in rasterFiles: headerRaster = IOf.readRasterHeader(rasterF) diff --git a/avaframe/tests/data/remeshedDEM8.00.asc b/avaframe/tests/data/remeshedDEM8.00.asc index 6f2058bb0..665934f61 100644 --- a/avaframe/tests/data/remeshedDEM8.00.asc +++ b/avaframe/tests/data/remeshedDEM8.00.asc @@ -1,257 +1,257 @@ -ncols 626 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a/avaframe/tests/test_ascUtils.py +++ b/avaframe/tests/test_ascUtils.py @@ -1,30 +1,23 @@ -"""Tests for module com2AB""" +"""Tests for module in2Trans rasterUtils""" + import avaframe.in2Trans.rasterUtils as IOf import pathlib import pytest def test_readASCheader(capfd): - '''Simple test for module readRasterHeader''' + """Simple test for module readRasterHeader""" dirname = pathlib.Path(__file__).parents[0] - DGMSource = dirname / '..'/'data'/'avaSlide'/'Inputs'/'slideTopo.asc' + DGMSource = dirname / ".." / "data" / "avaSlide" / "Inputs" / "slideTopo.asc" header = IOf.readRasterHeader(DGMSource) - assert((header['ncols'] == 419) and (header['nrows'] == 201) and - (header['cellsize'] == 5)) - - with pytest.raises(ValueError) as e: - DGMSource = dirname /'data'/'testReadAsc.asc' - assert IOf.readRasterHeader(DGMSource) - assert str(e.value) == ("DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value") + assert (header["ncols"] == 419) and (header["nrows"] == 201) and (header["cellsize"] == 5) def test_isEqualASCheader(capfd): - '''Simple test for module readRasterHeader''' + """Simple test for module readRasterHeader""" dirname = pathlib.Path(__file__).parents[0] - DGMSource = dirname / '..'/'data'/'avaSlide'/'Inputs'/'slideTopo.asc' + DGMSource = dirname / ".." / "data" / "avaSlide" / "Inputs" / "slideTopo.asc" headerA = IOf.readRasterHeader(DGMSource) headerB = IOf.readRasterHeader(DGMSource) equal = IOf.isEqualASCheader(headerA, headerB) assert equal - - diff --git a/avaframe/tests/test_geoTrans.py b/avaframe/tests/test_geoTrans.py index 413427b33..e9bb8af90 100644 --- a/avaframe/tests/test_geoTrans.py +++ b/avaframe/tests/test_geoTrans.py @@ -10,6 +10,8 @@ import pandas as pd import pytest import shapely as shp +import rasterio +import subprocess import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU @@ -506,79 +508,35 @@ def test_checkParticlesInRelease(): assert particles2["mTot"] == (1.4 + 1.7 + 1.4 + 1.1) assert particles2["nPart"] == 4 - -def test_remeshData(tmp_path): - """test shape of interpolated data onto new mesh""" - - headerInfo = {} - headerInfo["cellsize"] = 5 - headerInfo["ncols"] = 4 - headerInfo["nrows"] = 5 - headerInfo["xllcenter"] = 0 - headerInfo["yllcenter"] = 0 - headerInfo["nodata_value"] = -9999 - # create an inclined plane - z0 = 10 - data = getIPZ(z0, 15, 20, 5) - rasterDict = {"header": headerInfo, "rasterData": data} - # outFile = os.path.join(tmp_path, 'test.asc') - # IOf.writeResultToRaster(headerInfo, data, outFile, flip=False) - atol = 1.0e-10 - dataNew = geoTrans.remeshData(rasterDict, 2.0, larger=False) - dataRaster = dataNew["rasterData"] - indNoData = np.where(dataRaster == -9999) - headerNew = dataNew["header"] - xExtent = (headerNew["ncols"] - 1) * headerNew["cellsize"] - yExtent = (headerNew["nrows"] - 1) * headerNew["cellsize"] - - # compute solution - dataSol = getIPZ(z0, xExtent, yExtent, headerNew["cellsize"]) - - # compare solution to result from function - testRes = np.allclose(dataRaster, dataSol, atol=atol) - - assert dataNew["rasterData"].shape[0] == 11 - assert dataNew["rasterData"].shape[1] == 8 - assert len(indNoData[0]) == 0 - assert np.isclose(dataNew["rasterData"][0, 0], 10.0) - assert testRes - - dataNew = geoTrans.remeshData( - rasterDict, - 2.0, - remeshOption="RectBivariateSpline", - interpMethod="cubic", - larger=False, - ) - dataRaster = dataNew["rasterData"] - indNoData = np.where(dataRaster == -9999) - headerNew = dataNew["header"] - xExtent = (headerNew["ncols"] - 1) * headerNew["cellsize"] - yExtent = (headerNew["nrows"] - 1) * headerNew["cellsize"] - - # compute solution - dataSol = getIPZ(z0, xExtent, yExtent, headerNew["cellsize"]) - - # compare solution to result from function - testRes = np.allclose(dataRaster, dataSol, atol=atol) - - assert dataNew["rasterData"].shape[0] == 11 - assert dataNew["rasterData"].shape[1] == 8 - assert len(indNoData[0]) == 0 - assert np.isclose(dataNew["rasterData"][0, 0], 10.0) - assert testRes - - def test_remeshDEM(tmp_path): """test size of interpolated data onto new mesh""" - headerInfo = {} - headerInfo["cellsize"] = 5 - headerInfo["ncols"] = 4 - headerInfo["nrows"] = 5 - headerInfo["xllcenter"] = 0 - headerInfo["yllcenter"] = 0 - headerInfo["nodata_value"] = -9999 + cellSize = 5 + nCols = 4 + nRows = 5 + xllcenter = 0 + yllcenter = 0 + nodata_value = -9999 + + transform = rasterio.transform.from_origin(xllcenter - cellSize / 2, + (yllcenter - cellSize / 2) + nRows * cellSize, + cellSize, + cellSize) + crs = rasterio.crs.CRS() + + headerInfo = { + "cellsize": cellSize, + "nrows": nRows, + "ncols": nCols, + "nodata_value": nodata_value, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "driver": "AAIGrid", + "crs": crs, + "transform": transform, + } + + # create an inclined plane z0 = 10 data = getIPZ(z0, 15, 20, 5) @@ -586,8 +544,8 @@ def test_remeshDEM(tmp_path): avaDir = pathlib.Path(tmp_path, "avaTest") fU.makeADir(avaDir) fU.makeADir((avaDir / "Inputs")) - avaDEM = avaDir / "Inputs" / "avaAlr.asc" - IOf.writeResultToRaster(headerInfo, data, avaDEM, flip=True) + avaDEM = avaDir / "Inputs" / "avaAlr" + avaDEM = IOf.writeResultToRaster(headerInfo, data, avaDEM, flip=True) cfg = configparser.ConfigParser() cfg["GENERAL"] = { @@ -597,42 +555,47 @@ def test_remeshDEM(tmp_path): } # call function - pathDem = geoTrans.remeshRaster(avaDEM, cfg) + pathDem = geoTrans.remeshRaster(avaDEM, cfg, legacy=False) fullP = avaDir / "Inputs" / pathDem + dataNew = IOf.readRaster(fullP) dataRaster = dataNew["rasterData"] indNoData = np.where(dataRaster == -9999) headerNew = dataNew["header"] + xExtent = (headerNew["ncols"] - 1) * headerNew["cellsize"] yExtent = (headerNew["nrows"] - 1) * headerNew["cellsize"] # compute solution dataSol = getIPZ(z0, xExtent, yExtent, 2.0) - # dataSol = getIPZ(z0, xExtent, yExtent, headerNew['cellsize']) # compare solution to result from function testRes = np.allclose(dataRaster[:-1, :-1], dataSol[:-1, :-1], atol=1.0e-6) - # print(dataRaster) - # print(dataSol) - assert dataNew["rasterData"].shape[0] == 11 assert dataNew["rasterData"].shape[1] == 8 + # Make sure xllcorner = -1 + assert dataNew["header"]["transform"][2] == -1 assert len(indNoData[0]) == 0 assert testRes assert np.isclose(dataRaster[0, 0], 10.0) - # copy data + # Test with bigger, precomputed DEM + # copy reference result avaName = "avaParabola" dirPath = pathlib.Path(__file__).parents[0] inputDir1 = dirPath / ".." / "data" / avaName inputDEM = dirPath / "data" / "remeshedDEM8.00.asc" + avaDir1 = pathlib.Path(tmp_path, avaName) avaDEM = avaDir1 / "Inputs" / "remeshedRasters" / "DEM_PF_Topo_remeshedDEM8.00.asc" shutil.copytree(inputDir1, avaDir1) + # inputsAVA = avaDir1 / "Inputs" / "remeshedRasters" fU.makeADir(inputsAVA) shutil.copy(inputDEM, avaDEM) + + # copy input data for remeshing inputDEM1 = inputDir1 / "Inputs" / "DEM_PF_Topo.asc" avaDEM1 = avaDir1 / "Inputs" / "DEM_PF_Topo.asc" shutil.copy(inputDEM1, avaDEM1) @@ -642,24 +605,17 @@ def test_remeshDEM(tmp_path): # call function pathDem2 = geoTrans.remeshRaster(avaDEM1, cfg) fullP2 = avaDir1 / "Inputs" / pathDem2 + dataNew2 = IOf.readRaster(fullP2) - dataRaster2 = dataNew2["rasterData"] dataSol = IOf.readRaster(inputDEM) + # compare solution to result from function - testRes2 = np.allclose(dataRaster2, dataSol["rasterData"], atol=1.0e-6) + testRes2 = np.allclose(dataNew2["rasterData"], dataSol["rasterData"], atol=1.0e-6) assert dataNew2["rasterData"].shape[0] == dataSol["header"]["nrows"] assert dataNew2["rasterData"].shape[1] == dataSol["header"]["ncols"] assert testRes2 - dataMod = IOf.readRaster(inputDEM) - dataMod["header"]["cellsize"] = 9.0 - IOf.writeResultToRaster(dataMod["header"], dataMod["rasterData"], avaDEM, flip=True) - - with pytest.raises(FileExistsError) as e: - assert geoTrans.remeshRaster(avaDEM1, cfg) - assert str(e.value) == ("Name for saving remeshedRaster already used: %s" % avaDEM.name) - def test_isCounterClockWise(): """test isCounterClockWise""" From 2e11f3d6cd9de828e7d8da2374b1b5bc308821b7 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Tue, 21 Jan 2025 16:09:51 +0100 Subject: [PATCH 3/4] Update parts to .asc and .tif compatibility - Fixes deriveParameterSet pytests - make search for sim and comp file (standard test) tif compatible - add pytest-mock to runTestSinglePython.yml action - This commit also updates the Code Climate action to version 9.0.0. - add check if CRS is none if online background flag is true - error BREAKING CHANGES: Removed the `plotASCwithWmts` function and the `plotPeaksWithMap.py` file. This functionality is no longer required. Improve input file handling: adds 'raster' option to getAndCheckInputFiles add getInput pytests --- .github/workflows/runTestSinglePython.yml | 3 +- avaframe/ana1Tests/simiSolTest.py | 73 +- avaframe/ana1Tests/testUtilities.py | 204 ++- avaframe/ana3AIMEC/aimecTools.py | 4 +- avaframe/ana4Stats/probAna.py | 4 +- avaframe/avaframeCfg.ini | 2 +- avaframe/com1DFA/deriveParameterSet.py | 1118 +++++++++-------- avaframe/in1Data/getInput.py | 48 +- avaframe/in2Trans/rasterUtils.py | 34 +- avaframe/in3Utils/fileHandlerUtils.py | 771 ++++++------ avaframe/in3Utils/generateTopo.py | 404 +++--- avaframe/in3Utils/geoTrans.py | 591 +++++---- avaframe/in3Utils/initializeProject.py | 2 +- avaframe/out1Peak/outPlotAllPeak.py | 13 +- avaframe/out1Peak/plotPeaksWithMap.py | 79 -- avaframe/out3Plot/outParticlesAnalysis.py | 906 +++++++------ avaframe/out3Plot/outQuickPlot.py | 16 +- avaframe/out3Plot/statsPlots.py | 2 +- avaframe/runCom1DFA.py | 4 +- avaframe/runScripts/runD2Th.py | 4 +- avaframe/runStandardTestsCom1DFA.py | 3 + .../releaseTest1_0.888_entres_dfa_ppr.asc | 1 + ...easeTest1_test_AF_0.888_entres_dfa_ppr.asc | 1 + avaframe/tests/test_aimecTools.py | 351 +++--- avaframe/tests/test_ana3AIMEC.py | 138 +- avaframe/tests/test_com1DFA.py | 103 +- avaframe/tests/test_com2AB.py | 361 ++++-- avaframe/tests/test_deriveParameterSet.py | 188 ++- avaframe/tests/test_distanceTimeAnalysis.py | 444 ++++--- avaframe/tests/test_fileHandlerUtils.py | 1 - avaframe/tests/test_geoTrans.py | 135 +- avaframe/tests/test_getInput.py | 721 +++++++---- avaframe/tests/test_getReleaseArea.py | 252 +++- avaframe/tests/test_out1Peak.py | 12 +- .../tests/test_outDistanceTimeAnalysis.py | 130 +- avaframe/tests/test_outParticlesAnalysis.py | 107 +- avaframe/tests/test_particleInitialisation.py | 195 +-- avaframe/tests/test_plotUtils.py | 240 ++-- avaframe/tests/test_probAna.py | 8 +- avaframe/tests/test_runD2Th.py | 36 +- 40 files changed, 4537 insertions(+), 3172 deletions(-) delete mode 100644 avaframe/out1Peak/plotPeaksWithMap.py diff --git a/.github/workflows/runTestSinglePython.yml b/.github/workflows/runTestSinglePython.yml index 09e8d88d7..dbea383a9 100644 --- a/.github/workflows/runTestSinglePython.yml +++ b/.github/workflows/runTestSinglePython.yml @@ -36,6 +36,7 @@ jobs: pip install flake8 pytest pytest-cov pip install numpy cython pip install setuptools + pip install pytest_mock # This compilation is necessary to have the .c file for the next step # Alternative is to include the .c file in the repo - name: Compile cython code @@ -54,7 +55,7 @@ jobs: run: | pytest -ra --cov --cov-report=xml --cov-config=.coveragerc - name: Test & publish code coverage - uses: paambaati/codeclimate-action@v8.0.0 + uses: paambaati/codeclimate-action@v9.0.0 env: CC_TEST_REPORTER_ID: ${{ secrets.CODECLIMATE_ID }} - name: Upload coverage to Codecov diff --git a/avaframe/ana1Tests/simiSolTest.py b/avaframe/ana1Tests/simiSolTest.py index 28e04efc9..d770d5f4c 100644 --- a/avaframe/ana1Tests/simiSolTest.py +++ b/avaframe/ana1Tests/simiSolTest.py @@ -16,6 +16,9 @@ import math import logging import pathlib +import rasterio + +from avaframe.in2Trans.rasterUtils import transformFromASCHeader # local imports from avaframe.in3Utils import cfgUtils @@ -103,9 +106,7 @@ def mainSimilaritySol(simiSolCfg): # Early time solution t_early = np.arange(0, t1, dt_early) t_early = np.append(t_early, t1) - solSimi = calcEarlySol( - t_early, earthPressureCoefficients, x_0, zeta, delta, epsX, epsY - ) + solSimi = calcEarlySol(t_early, earthPressureCoefficients, x_0, zeta, delta, epsX, epsY) # Runge-Kutta integration away from the singularity # initial conditions @@ -476,10 +477,7 @@ def computeU(solSimi, x1, y1, i, L_x, U, AminusC): timeAdim = solSimi["timeAdim"] g_sol = solSimi["g_sol"] g_p_sol = solSimi["g_p_sol"] - u = U * ( - AminusC * timeAdim[i] - + (x1 / L_x - AminusC / 2 * (timeAdim[i]) ** 2) * g_p_sol[i] / g_sol[i] - ) + u = U * (AminusC * timeAdim[i] + (x1 / L_x - AminusC / 2 * (timeAdim[i]) ** 2) * g_p_sol[i] / g_sol[i]) return u @@ -698,16 +696,16 @@ def postProcessSimiSol(avalancheDir, cfgMain, cfgSimi, simDF, solSimi, outDirTes # write error to resultsDF resDict = {} - resDict = {'timeStep': timeList} - resDict['hErrorL2'] = hEL2Array - resDict['vhErrorL2'] = vhEL2Array - resDict['hErrorLMax'] = hELMaxArray - resDict['vhErrorLMax'] = vhELMaxArray + resDict = {"timeStep": timeList} + resDict["hErrorL2"] = hEL2Array + resDict["vhErrorL2"] = vhEL2Array + resDict["hErrorLMax"] = hELMaxArray + resDict["vhErrorLMax"] = vhELMaxArray resultsDF = pd.DataFrame.from_dict(resDict) - resultsDF = resultsDF.set_index('timeStep') + resultsDF = resultsDF.set_index("timeStep") # save resultsDF to file - resultsDFPath = pathlib.Path(avalancheDir, 'Outputs', 'com1DFA', 'resultsSimiSolDF_%s.csv' % simHash) + resultsDFPath = pathlib.Path(avalancheDir, "Outputs", "com1DFA", "resultsSimiSolDF_%s.csv" % simHash) resultsDF.to_csv(resultsDFPath) # add result of error analysis @@ -795,9 +793,7 @@ def analyzeResults( for t, field in zip(timeList, fieldsList): # get similartiy solution h, u at required time step indTime = np.searchsorted(solSimi["time"], t) - simiDict = getSimiSolParameters( - solSimi, fieldHeader, indTime, cfgSimi["SIMISOL"], relTh, gravAcc - ) + simiDict = getSimiSolParameters(solSimi, fieldHeader, indTime, cfgSimi["SIMISOL"], relTh, gravAcc) cellSize = fieldHeader["cellsize"] cosAngle = simiDict["cos"] hSimi = simiDict["hSimi"] @@ -828,16 +824,9 @@ def analyzeResults( hErrorLMaxArray[count] = hErrorLmax vhErrorL2Array[count] = vhErrorL2 vhErrorLMaxArray[count] = vhErrorLmax - title = outAna1Plots.getTitleError( - cfgSimi["SIMISOL"].getboolean("relativError") - ) - log.debug( - "L2 %s error on the Flow Thickness at t=%.2f s is : %.4f" - % (title, t, hErrorL2) - ) - log.debug( - "L2 %s error on the momentum at t=%.2f s is : %.4f" % (title, t, vhErrorL2) - ) + title = outAna1Plots.getTitleError(cfgSimi["SIMISOL"].getboolean("relativError")) + log.debug("L2 %s error on the Flow Thickness at t=%.2f s is : %.4f" % (title, t, hErrorL2)) + log.debug("L2 %s error on the momentum at t=%.2f s is : %.4f" % (title, t, vhErrorL2)) # Make all individual time step comparison plot if cfgSimi["SIMISOL"].getboolean("plotSequence"): outAna1Plots.saveSimiSolProfile( @@ -865,14 +854,10 @@ def analyzeResults( # Create result plots tSave = cfgSimi["SIMISOL"].getfloat("tSave") - indT = min( - np.searchsorted(timeList, tSave), min(len(timeList) - 1, len(fieldsList) - 1) - ) + indT = min(np.searchsorted(timeList, tSave), min(len(timeList) - 1, len(fieldsList) - 1)) tSave = timeList[indT] indTime = np.searchsorted(solSimi["time"], tSave) - simiDict = getSimiSolParameters( - solSimi, fieldHeader, indTime, cfgSimi["SIMISOL"], relTh, gravAcc - ) + simiDict = getSimiSolParameters(solSimi, fieldHeader, indTime, cfgSimi["SIMISOL"], relTh, gravAcc) outAna1Plots.plotSimiSolSummary( avalancheDir, timeList, @@ -935,9 +920,11 @@ def getReleaseThickness(avaDir, cfg, demFile): # ) # TODO: remesh DEM to actually reproduce the new remeshed DEM in the computations - remeshedDEM = geoTrans.remeshData(demOri, csz, remeshOption='griddata', interpMethod='cubic', larger=False) - nrows = remeshedDEM['header']['nrows'] - ncols = remeshedDEM['header']['ncols'] + remeshedDEM = geoTrans.remeshData( + demOri, csz, remeshOption="griddata", interpMethod="cubic", larger=False + ) + nrows = remeshedDEM["header"]["nrows"] + ncols = remeshedDEM["header"]["ncols"] xllc = demOri["header"]["xllcenter"] yllc = demOri["header"]["yllcenter"] @@ -986,8 +973,13 @@ def getReleaseThickness(avaDir, cfg, demFile): "yllcenter": yllc, "nodata_value": demOri["header"]["nodata_value"], "cellsize": csz, + "driver": "AAIGrid", } - IOf.writeResultToRaster(headerRelTh, relTh, relThFileName, flip=True) + + headerRelTh["transform"] = transformFromASCHeader(headerRelTh) + headerRelTh["crs"] = rasterio.crs.CRS() + + IOf.writeResultToRaster(headerRelTh, relTh, relThFileName.parent / relThFileName.stem, flip=True) return relDict @@ -1032,12 +1024,7 @@ def prepareParticlesFieldscom1DFA(fields, particles, header, simiDict, axis): ind = np.where(((particles["y"] + yllc > -csz) & (particles["y"] + yllc < csz))) indFinal = int(nrows * 0.5) - 1 elif axis == "yaxis": - ind = np.where( - ( - (particles["x"] + xllc > xCenter - csz) - & (particles["x"] + xllc < xCenter + csz) - ) - ) + ind = np.where(((particles["x"] + xllc > xCenter - csz) & (particles["x"] + xllc < xCenter + csz))) indFinal = int(np.round((xCenter - xllc) / csz) + 1) x = particles["x"][ind] + xllc diff --git a/avaframe/ana1Tests/testUtilities.py b/avaframe/ana1Tests/testUtilities.py index ac46f7694..40e904bf5 100644 --- a/avaframe/ana1Tests/testUtilities.py +++ b/avaframe/ana1Tests/testUtilities.py @@ -20,33 +20,29 @@ def createDesDictTemplate(): - """ create an empty dictionary with all required test info keys """ + """create an empty dictionary with all required test info keys""" - desDict = {'TAGS': [], - 'DESCRIPTION': '', - 'TYPE': [], - 'FILES': [], - 'AVANAME': ''} + desDict = {"TAGS": [], "DESCRIPTION": "", "TYPE": [], "FILES": [], "AVANAME": ""} return desDict def writeDesDicttoJson(desDict, testName, outDir): - """ create a json file with all required test info from desdict - - Parameters - ----------- - desDict: dict - description dictionary of test - testName: str - name of benchmark test - outDir: str or pathlib Path - path where json file is saved - - Returns - -------- - fileName: pathlib path - path to json file + """create a json file with all required test info from desdict + + Parameters + ----------- + desDict: dict + description dictionary of test + testName: str + name of benchmark test + outDir: str or pathlib Path + path where json file is saved + + Returns + -------- + fileName: pathlib path + path to json file """ jsonDict = json.dumps(desDict) @@ -59,17 +55,17 @@ def writeDesDicttoJson(desDict, testName, outDir): def readDesDictFromJson(fileName): - """ read dict from json file + """read dict from json file - Parameters - ----------- - fileName: str or pathlib path - path to json file + Parameters + ----------- + fileName: str or pathlib path + path to json file - Returns - -------- - desDict: dict - dictionary read from json file + Returns + -------- + desDict: dict + dictionary read from json file """ with open(fileName) as f: @@ -78,66 +74,66 @@ def readDesDictFromJson(fileName): return desDict -def readAllBenchmarkDesDicts(info=False, inDir=''): - """ get descritption dicts for all benchmark tests and add test name as key +def readAllBenchmarkDesDicts(info=False, inDir=""): + """get descritption dicts for all benchmark tests and add test name as key - Parameters - ---------- - info: bool - True if info shall be printed to log - inDir: pathLib object - path to benchmarks directory + Parameters + ---------- + info: bool + True if info shall be printed to log + inDir: pathLib object + path to benchmarks directory - Returns - -------- - testDictList: list - list of test info dictionaries + Returns + -------- + testDictList: list + list of test info dictionaries """ - if inDir == '': - inDir = pathlib.Path('..', 'benchmarks') + if inDir == "": + inDir = pathlib.Path("..", "benchmarks") - testDirs = list(inDir.glob('ava*')) + testDirs = list(inDir.glob("ava*")) testDictList = [] for testDir in testDirs: - desDictFile = list(testDir.glob('*desDict.json')) + desDictFile = list(testDir.glob("*desDict.json")) if desDictFile != []: testName = testDir.name desDict = readDesDictFromJson(desDictFile[0]) - desDict.update({'NAME': testName}) + desDict.update({"NAME": testName}) if info: - log.info('%s: Tags: %s' % (desDict['NAME'], desDict['TAGS'])) - log.debug('%s: Full Info: %s' % (testDir, desDict)) + log.info("%s: Tags: %s" % (desDict["NAME"], desDict["TAGS"])) + log.debug("%s: Full Info: %s" % (testDir, desDict)) testDictList.append(desDict) else: testName = testDir.name - log.debug('%s: No test description file provided! Test skipped' % testName) + log.debug("%s: No test description file provided! Test skipped" % testName) return testDictList -def filterBenchmarks(testDictList, filterType, valuesList, condition='or'): - """ filter benchmarks according to characteristic +def filterBenchmarks(testDictList, filterType, valuesList, condition="or"): + """filter benchmarks according to characteristic - Parameters - ----------- - testDictList: list - list of benchmark dictionaries - filterType: str - key which is used for filtering (options: TAGS, TYPE) - valuesList: list - list of values used for filtering - condition: str - if multiple values given in valuesList - if 'or' then all test dictionaries - are returned that have either of the values, if 'and' then only those are - returned that feature both values + Parameters + ----------- + testDictList: list + list of benchmark dictionaries + filterType: str + key which is used for filtering (options: TAGS, TYPE) + valuesList: list + list of values used for filtering + condition: str + if multiple values given in valuesList - if 'or' then all test dictionaries + are returned that have either of the values, if 'and' then only those are + returned that feature both values - Returns - --------- - testList: list - list of all the benchmark dicionaries that meet filter criterion + Returns + --------- + testList: list + list of all the benchmark dicionaries that meet filter criterion """ @@ -149,81 +145,83 @@ def filterBenchmarks(testDictList, filterType, valuesList, condition='or'): valuesList = [valuesList] for testDict in testDictList: - if filterType == 'AVANAME': - if testDict['AVANAME'] in valuesList: + if filterType == "AVANAME": + if testDict["AVANAME"] in valuesList: testList.append(testDict) - elif filterType == 'NAME': - if testDict['NAME'] in valuesList: + elif filterType == "NAME": + if testDict["NAME"] in valuesList: testList.append(testDict) else: # convert testDict[filterType] to list if not already list if isinstance(testDict[filterType], list) is False: testDict[filterType] = [testDict[filterType]] - if condition == 'or': + if condition == "or": if any(values in testDict[filterType] for values in valuesList): testList.append(testDict) - elif condition == 'and': + elif condition == "and": if all(values in testDict[filterType] for values in valuesList): testList.append(testDict) else: flag = True if flag: - log.warning('Not a valid condition - please chose and or or as condition') + log.warning("Not a valid condition - please chose and or or as condition") return testList def getTestAvaDirs(testList): - """ get a list of avalanche directories of tests + """get a list of avalanche directories of tests - Parameters - ----------- - testList: list - list of test dictionaries + Parameters + ----------- + testList: list + list of test dictionaries - Returns - -------- - avaDirs: list - list of paths to avalanche directories + Returns + -------- + avaDirs: list + list of paths to avalanche directories """ avaDirs = [] for tests in testList: - avaDir = pathlib.Path('data', tests['AVANAME']) + avaDir = pathlib.Path("data", tests["AVANAME"]) avaDirs.append(str(avaDir)) return avaDirs -def fetchBenchmarkResults(testName, resTypes=[], refDir=''): - """ Fetch a list of all paths to result files in a benchmark test, - default all result file paths, if resType list provided only for resTypes in list +def fetchBenchmarkResults(testName, resTypes=[], refDir=""): + """Fetch a list of all paths to result files in a benchmark test, + default all result file paths, if resType list provided only for resTypes in list - Parameters - ----------- - refDir: str - path to benchmark test directory - resTypes: list - list of all resTypes that shall be returned + Parameters + ----------- + refDir: str + path to benchmark test directory + resTypes: list + list of all resTypes that shall be returned - Returns - ------- - refFiles: list - list of paths to all result files found for benchmark test and resType + Returns + ------- + refFiles: list + list of paths to all result files found for benchmark test and resType """ - if refDir == '': - refDir = pathlib.Path('..', 'benchmarks', testName) + if refDir == "": + refDir = pathlib.Path("..", "benchmarks", testName) if resTypes != []: refFiles = [] for resType in resTypes: - refFiles.extend(list(refDir.glob('*' + resType + '.asc'))) + refFiles.extend( + list(refDir.glob("*" + resType + ".asc")) + list(refDir.glob("*" + resType + ".tif")) + ) else: - refFiles = list(refDir.glob('*.asc')) + refFiles = list(refDir.glob("*.asc")) + list(refDir.glob("*.tif")) for refFile in refFiles: - log.info('Benchmarktest fetched result file: %s' % refFile) + log.info("Benchmarktest fetched result file: %s" % refFile) return refFiles diff --git a/avaframe/ana3AIMEC/aimecTools.py b/avaframe/ana3AIMEC/aimecTools.py index d875dd25a..4a3e0ef60 100644 --- a/avaframe/ana3AIMEC/aimecTools.py +++ b/avaframe/ana3AIMEC/aimecTools.py @@ -79,9 +79,9 @@ def readAIMECinputs(avalancheDir, pathDict, defineRunoutArea, dirName='com1DFA') refDir = pathlib.Path(avalancheDir, 'Inputs') # check for DEM if 'demFileName' not in pathDict.keys(): - demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.shp')) + demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.tif')) elif pathDict['demFileName'] == '': - demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.shp')) + demSource = list(refDir.glob('*.asc')) + list(refDir.glob('*.tif')) else: demSource = list(refDir.glob(pathDict['demFileName'])) try: diff --git a/avaframe/ana4Stats/probAna.py b/avaframe/ana4Stats/probAna.py index 8d9f54a98..f69944fd2 100644 --- a/avaframe/ana4Stats/probAna.py +++ b/avaframe/ana4Stats/probAna.py @@ -432,9 +432,9 @@ def probAnalysis(avaDir, cfg, modName, parametersDict='', inputDir='', probConf= 'threshold of: %s %s' % (cfg['GENERAL']['peakVar'], cfg['GENERAL']['peakLim'], unit)) log.info('%s peak fields added to analysis' % count) - # # Save to .asc file + # Save to raster file avaName = avaDir.name - outFileName = '%s_prob_%s_%s_lim%s.asc' % (avaName, + outFileName = '%s_prob_%s_%s_lim%s' % (avaName, probConf, cfg['GENERAL']['peakVar'], cfg['GENERAL']['peakLim']) diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index fc42ec0fa..4572b2567 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -27,7 +27,7 @@ savePlot = True # True if report shall be generated createReport = True -# Show online map on some plots +# Show online map on some plots (e.g. peak plots) showOnlineBackground = False # Online map provider diff --git a/avaframe/com1DFA/deriveParameterSet.py b/avaframe/com1DFA/deriveParameterSet.py index 909dcf585..6ac948b1d 100644 --- a/avaframe/com1DFA/deriveParameterSet.py +++ b/avaframe/com1DFA/deriveParameterSet.py @@ -10,6 +10,7 @@ import avaframe.in1Data.computeFromDistribution as cP import avaframe.in2Trans.rasterUtils as IOf + # Local imports import avaframe.in3Utils.fileHandlerUtils as fU from avaframe.in1Data import getInput as gI @@ -20,79 +21,96 @@ def getVariationDict(avaDir, fullCfg, modDict): - """ Create a dictionary with all the parameters that shall be varied from the standard configuration; - ONLY accounts for variations in section GENERAL and INPUT/releaseScenario - - Parameters - ----------- - avaDir: str - path to avalanche directory - fullCfg: configParser object - full configuration potentially including variations of parameter - modDict: dict - info on modifications to standard configuration - - Returns - ------- - variationDict: dict - dictionary with the parameters that shall be varied and the chosen flags for the run + """Create a dictionary with all the parameters that shall be varied from the standard configuration; + ONLY accounts for variations in section GENERAL and INPUT/releaseScenario + + Parameters + ----------- + avaDir: str + path to avalanche directory + fullCfg: configParser object + full configuration potentially including variations of parameter + modDict: dict + info on modifications to standard configuration + + Returns + ------- + variationDict: dict + dictionary with the parameters that shall be varied and the chosen flags for the run """ # look for parameters that are different than default in section GENERAL - section = 'GENERAL' + section = "GENERAL" variations = {} for key, value in fullCfg.items(section): - if key == 'resType': + if key == "resType": fullCfg = checkResType(fullCfg, section, key, value) # output saving options not relevant for parameter variation! # percent variation info already used for updating thickness values - if key not in ['resType', 'tSteps']: + if key not in ["resType", "tSteps"]: # if yes and if this value is different add this key to # the parameter variation dict - keyList = ['relThPercentVariation', 'entThPercentVariation', 'secondaryRelThPercentVariation', - 'relThRangeVariation', 'entThRangeVariation', 'secondaryRelThRangeVariation', - 'relThDistVariation', 'entThDistVariation', 'relThRangeFromCiVariation', - 'entThRangeFromCiVariation', 'secondaryRelThRangeFromCiVariation', - 'secondaryRelThDistVariation'] - if key in keyList and value != '': + keyList = [ + "relThPercentVariation", + "entThPercentVariation", + "secondaryRelThPercentVariation", + "relThRangeVariation", + "entThRangeVariation", + "secondaryRelThRangeVariation", + "relThDistVariation", + "entThDistVariation", + "relThRangeFromCiVariation", + "entThRangeFromCiVariation", + "secondaryRelThRangeFromCiVariation", + "secondaryRelThDistVariation", + ] + if key in keyList and value != "": # here the factor for changing thValues is added to the variationDict instead of the # values directly locValue = splitVariationToArraySteps(value, key, fullCfg) variations[key] = locValue defValue = modDict[section][key][1] - log.info('%s: %s (default value was: %s)' % (key, locValue, defValue)) + log.info("%s: %s (default value was: %s)" % (key, locValue, defValue)) else: - if any(c in value for c in [':', '|', '$']): + if any(c in value for c in [":", "|", "$"]): # look for default value. If it does not exist, it seems # to be added, ignore it try: defValue = modDict[section][key][1] locValue = fU.splitIniValueToArraySteps(value) variations[key] = locValue - log.info('%s: %s (default value was: %s)' % (key, locValue, defValue)) + log.info("%s: %s (default value was: %s)" % (key, locValue, defValue)) except KeyError: defValue = None - log.warning('Parameter %s: has a variation, seems to be added, is it acutally used? Ignored for now ' % - (key)) + log.warning( + "Parameter %s: has a variation, seems to be added, is it acutally used? Ignored for now " + % (key) + ) # add releaseScenario info to variations dict - also if this parameter is not varied - variations['releaseScenario'] = fullCfg['INPUT']['releaseScenario'].split('|') + variations["releaseScenario"] = fullCfg["INPUT"]["releaseScenario"].split("|") # print modified parameters for sec in modDict: for value in modDict[sec]: if sec != section: - log.info('%s: %s (default value was: %s)' % (value, modDict[sec][value][0], modDict[sec][value][1])) + log.info( + "%s: %s (default value was: %s)" + % (value, modDict[sec][value][0], modDict[sec][value][1]) + ) else: if value not in variations: - log.info('%s: %s (default value was: %s)' % (value, modDict[sec][value][0], modDict[sec][value][1])) + log.info( + "%s: %s (default value was: %s)" + % (value, modDict[sec][value][0], modDict[sec][value][1]) + ) return variations def checkResType(fullCfg, section, key, value): - """ Check if the resTypes asked for exist + """Check if the resTypes asked for exist Warns the user if some do not, removes them from the resType list and updates the cfg @@ -114,36 +132,51 @@ def checkResType(fullCfg, section, key, value): """ # check that the resType asked actually exists - if value != '': - resType = value.split('|') - validResTypes = ['ppr', 'pft', 'pfv', 'pta', 'pke', 'FT', 'FV', 'FM', 'Vx', 'Vy', 'Vz', 'P', 'TA', 'particles', 'dmDet'] - message = ( - 'The parameter % s is not a valid resType. It will not be saved') + if value != "": + resType = value.split("|") + validResTypes = [ + "ppr", + "pft", + "pfv", + "pta", + "pke", + "FT", + "FV", + "FM", + "Vx", + "Vy", + "Vz", + "P", + "TA", + "particles", + "dmDet", + ] + message = "The parameter % s is not a valid resType. It will not be saved" newResType = [] for res in resType: - if res not in (validResTypes or ['']): + if res not in (validResTypes or [""]): log.warning(message % res) else: newResType.append(res) - fullCfg[section][key] = '|'.join(newResType) + fullCfg[section][key] = "|".join(newResType) return fullCfg def validateVarDict(variationDict, standardCfg): - """ Check if all parameters in variationDict exist in default configuration and - are provided in the correct format + """Check if all parameters in variationDict exist in default configuration and + are provided in the correct format - Parameters - ----------- - variationDict: dict - dictionary with parameters that shall be varied and a list for the parameter values for each parameter - standardCfg: config Parser object - default model configuration + Parameters + ----------- + variationDict: dict + dictionary with parameters that shall be varied and a list for the parameter values for each parameter + standardCfg: config Parser object + default model configuration - Returns - -------- - variationDict: dict - cleaned variation dict that meets the required structure + Returns + -------- + variationDict: dict + cleaned variation dict that meets the required structure """ @@ -152,40 +185,40 @@ def validateVarDict(variationDict, standardCfg): ignoredParameters = [] for parameter in variationDict: if isinstance(variationDict[parameter], str): - if '|' in variationDict[parameter] or ':' in variationDict[parameter]: + if "|" in variationDict[parameter] or ":" in variationDict[parameter]: items = fU.splitIniValueToArraySteps(variationDict[parameter], returnList=False) variationDict[parameter] = items - if parameter in standardCfg['GENERAL']: + if parameter in standardCfg["GENERAL"]: if not isinstance(variationDict[parameter], (list, np.ndarray)): variationDict[parameter] = [variationDict[parameter]] else: ignoredParameters.append(parameter) for ipar in ignoredParameters: - log.warning('Parameter %s does not exist in model configuration - parameter is ignored' % ipar) + log.warning("Parameter %s does not exist in model configuration - parameter is ignored" % ipar) del variationDict[ipar] return variationDict def getParameterVariationInfo(avalancheDir, module, cfgStart): - """ create a variation dictionary according to parameter variation given in cfg object + """create a variation dictionary according to parameter variation given in cfg object - Parameters - ----------- - avalancheDir: str or pathlib Path - path to avalanche directory - module: module + Parameters + ----------- + avalancheDir: str or pathlib Path + path to avalanche directory + module: module - cfgStart: configparser object - full configuration object + cfgStart: configparser object + full configuration object - Returns - -------- - modCfg: configparser object - configuration of simulations to be performed - variationDict: dict - dictionary with information on parameter variations + Returns + -------- + modCfg: configparser object + configuration of simulations to be performed + variationDict: dict + dictionary with information on parameter variations """ @@ -196,72 +229,81 @@ def getParameterVariationInfo(avalancheDir, module, cfgStart): variationDict = getVariationDict(avalancheDir, modCfg, modInfo) # add avalanche directory info to cfg - modCfg['GENERAL']['avalancheDir'] = str(avalancheDir) + modCfg["GENERAL"]["avalancheDir"] = str(avalancheDir) return modCfg, variationDict def getThicknessValue(cfg, inputSimFiles, fName, thType): - """ set thickness values according to settings chosen and add info to cfg - if thFromShp = True - add in INPUT section thickness and id info and ci95 - if thFromShp = False - check format of thickness value in GENERAL section - - Parameters - ----------- - cfg: configparser object - configuration settings - inputSimFiles: dict - dictionary with info on input files and attributes (id and thickness) - fName: str - name of scenario shp file (entrainment, release, ...) - thType: str - thickness parameter name (entTh, relTh, ...) - - Returns - ------- - cfg: configparser object - updated configuration settings with info on actual thickness values to be used for simulations - - """ + """set thickness values according to settings chosen and add info to cfg + if thFromShp = True - add in INPUT section thickness and id info and ci95 + if thFromShp = False - check format of thickness value in GENERAL section + + Parameters + ----------- + cfg: configparser object + configuration settings + inputSimFiles: dict + dictionary with info on input files and attributes (id and thickness) + fName: str + name of scenario shp file (entrainment, release, ...) + thType: str + thickness parameter name (entTh, relTh, ...) + + Returns + ------- + cfg: configparser object + updated configuration settings with info on actual thickness values to be used for simulations + + """ # fetch thickness values from shapefile - thicknessList = inputSimFiles[fName]['thickness'] - idList = inputSimFiles[fName]['id'] - ci95List = inputSimFiles[fName]['ci95'] + thicknessList = inputSimFiles[fName]["thickness"] + idList = inputSimFiles[fName]["id"] + ci95List = inputSimFiles[fName]["ci95"] # create key name for flag - thFlag = thType + 'FromShp' - thDistVariation = thType + 'DistVariation' + thFlag = thType + "FromShp" + thDistVariation = thType + "DistVariation" # create prefix for release area - if thType == 'relTh': - fNamePrefix = fName + '_' + if thType == "relTh": + fNamePrefix = fName + "_" else: - fNamePrefix = '' + fNamePrefix = "" # if thickness should be read from shape file - if cfg['GENERAL'].getboolean(thFlag): + if cfg["GENERAL"].getboolean(thFlag): # if at least one but not all features in a shapefile have a thickness value - error - if ('None' in thicknessList) and thType != 'entTh': - message = 'Not all features in shape file have a thickness value - check shape file attributes: %s' % fName + if ("None" in thicknessList) and thType != "entTh": + message = ( + "Not all features in shape file have a thickness value - check shape file attributes: %s" + % fName + ) log.error(message) raise AssertionError(message) # if entrainment but thicknessList contains only None - elif thType == 'entTh' and all(el == 'None' for el in thicknessList): - thicknessList = [cfg['GENERAL']['entThIfMissingInShp']] * len(idList) - cfg['GENERAL']['entThFromShp'] = 'False' - cfg['GENERAL']['entTh'] = cfg['GENERAL']['entThIfMissingInShp'] - log.warning('No thickness value provided for entrainment area using default value of %.2f instead' % - cfg['GENERAL'].getfloat('entThIfMissingInShp')) + elif thType == "entTh" and all(el == "None" for el in thicknessList): + thicknessList = [cfg["GENERAL"]["entThIfMissingInShp"]] * len(idList) + cfg["GENERAL"]["entThFromShp"] = "False" + cfg["GENERAL"]["entTh"] = cfg["GENERAL"]["entThIfMissingInShp"] + log.warning( + "No thickness value provided for entrainment area using default value of %.2f instead" + % cfg["GENERAL"].getfloat("entThIfMissingInShp") + ) # if entrainment but thicknessList contains only None - elif ('None' in thicknessList) and thType == 'entTh': - message = ('Not all features in entrainment file have a thickness value - check shape file attributes: ' - '%s' %fName) + elif ("None" in thicknessList) and thType == "entTh": + message = ( + "Not all features in entrainment file have a thickness value - check shape file attributes: " + "%s" % fName + ) log.error(message) raise AssertionError(message) - elif cfg['GENERAL'][thDistVariation] != '' and ('None' in ci95List): - message = 'Not all features in shape file have a ci95 value - check shape file attributes: %s' % fName + elif cfg["GENERAL"][thDistVariation] != "" and ("None" in ci95List): + message = ( + "Not all features in shape file have a ci95 value - check shape file attributes: %s" % fName + ) log.error(message) raise AssertionError(message) else: @@ -270,20 +312,20 @@ def getThicknessValue(cfg, inputSimFiles, fName, thType): thThickness = thicknessList[0] thCi95 = ci95List[0] for count, id in enumerate(idList[1:]): - thId = thId + '|' + id - thThickness = thThickness + '|' + thicknessList[count+1] - thCi95 = thCi95 + '|' + ci95List[count+1] + thId = thId + "|" + id + thThickness = thThickness + "|" + thicknessList[count + 1] + thCi95 = thCi95 + "|" + ci95List[count + 1] # add in INPUT section for each feature thickness, id and ci95 values # append name of release Scenario in case multiple are provided - cfg['INPUT'][fNamePrefix + thType + 'Id'] = thId - cfg['INPUT'][fNamePrefix + thType + 'Thickness'] = thThickness - cfg['INPUT'][fNamePrefix + thType + 'Ci95'] = thCi95 + cfg["INPUT"][fNamePrefix + thType + "Id"] = thId + cfg["INPUT"][fNamePrefix + thType + "Thickness"] = thThickness + cfg["INPUT"][fNamePrefix + thType + "Ci95"] = thCi95 else: # if thickness should be read from ini file - check if format is correct - if '$' in cfg['GENERAL'][thType] and len(cfg['GENERAL'][thType].split('$')) != 3: - message = 'Format of relTh value in ini file is not correct - for variation from ini use refValue$percent$numberOfSteps' + if "$" in cfg["GENERAL"][thType] and len(cfg["GENERAL"][thType].split("$")) != 3: + message = "Format of relTh value in ini file is not correct - for variation from ini use refValue$percent$numberOfSteps" log.error(message) raise AssertionError(message) @@ -291,64 +333,68 @@ def getThicknessValue(cfg, inputSimFiles, fName, thType): def checkThicknessSettings(cfg, thName): - """ check if thickness setting format is correct + """check if thickness setting format is correct - Parameters - ------------ - cfg: configparser - configuration settings - thName: str - thickness parameter name (entTh, ...) + Parameters + ------------ + cfg: configparser + configuration settings + thName: str + thickness parameter name (entTh, ...) - Returns - ------- - thicknessSettingsCorrect: bool - True if settings are provided in the correct format + Returns + ------- + thicknessSettingsCorrect: bool + True if settings are provided in the correct format """ # create key name for thickness flag - thFlag = thName + 'FromShp' - thFile = thName + 'FromFile' + thFlag = thName + "FromShp" + thFile = thName + "FromFile" # check if flag is set correctly and thickness parameter has correct format - if cfg['GENERAL'][thFlag] == 'True' or cfg['GENERAL'][thFlag] == 'False': - if cfg['GENERAL'].getboolean(thFlag): - if cfg['GENERAL'][thName] != '': - message = 'If %s is set to True - it is not allowed to set a value for %s' % (thFlag, thName) + if cfg["GENERAL"][thFlag] == "True" or cfg["GENERAL"][thFlag] == "False": + if cfg["GENERAL"].getboolean(thFlag): + if cfg["GENERAL"][thName] != "": + message = "If %s is set to True - it is not allowed to set a value for %s" % (thFlag, thName) log.error(message) raise AssertionError(message) else: - if cfg['GENERAL'][thName] == '' and cfg['GENERAL'].getboolean(thFile) is False: - message = 'If %s is set to False - it is required to set a value for %s' % (thFlag, thName) + if cfg["GENERAL"][thName] == "" and cfg["GENERAL"].getboolean(thFile) is False: + message = "If %s is set to False - it is required to set a value for %s" % (thFlag, thName) log.error(message) raise AssertionError(message) else: - message = 'Check %s - needs to be True or False' % (thFlag) + message = "Check %s - needs to be True or False" % (thFlag) log.error(message) raise AssertionError(message) # if release thickness should be read from file check other parameters - if thName == 'relTh': - if cfg['GENERAL'].getboolean(thFile) and (cfg['GENERAL'].getboolean(thFlag) != False or cfg['GENERAL'][thName] != ''): - message = ('If %s is set to True - it is not allowed to set %s to True or provide a value in %s' % - (thFile, thFlag, thName)) + if thName == "relTh": + if cfg["GENERAL"].getboolean(thFile) and ( + cfg["GENERAL"].getboolean(thFlag) != False or cfg["GENERAL"][thName] != "" + ): + message = ( + "If %s is set to True - it is not allowed to set %s to True or provide a value in %s" + % (thFile, thFlag, thName) + ) log.error(message) raise AssertionError(message) - thRV = thName + 'RangeVariation' - thPV = thName + 'PercentVariation' - thRCiV = thName + 'RangeFromCiVariation' - flagsList = [cfg['GENERAL'][thRV] != '', cfg['GENERAL'][thPV] != '', cfg['GENERAL'][thRCiV] != ''] + thRV = thName + "RangeVariation" + thPV = thName + "PercentVariation" + thRCiV = thName + "RangeFromCiVariation" + flagsList = [cfg["GENERAL"][thRV] != "", cfg["GENERAL"][thPV] != "", cfg["GENERAL"][thRCiV] != ""] if sum(flagsList) > 1: - message = 'Only one variation type is allowed - check %s and %s, %s' % (thRV, thPV, thRCiV) + message = "Only one variation type is allowed - check %s and %s, %s" % (thRV, thPV, thRCiV) log.error(message) raise AssertionError(message) - if cfg['GENERAL'].getboolean(thFile) and (sum(flagsList) > 0): - message = 'RelThFromFile is True - no variation allowed: check %s, %s or %s' % (thRV, thPV, thRCiV) + if cfg["GENERAL"].getboolean(thFile) and (sum(flagsList) > 0): + message = "RelThFromFile is True - no variation allowed: check %s, %s or %s" % (thRV, thPV, thRCiV) log.error(message) raise AssertionError(message) @@ -359,83 +405,86 @@ def checkThicknessSettings(cfg, thName): def splitVariationToArraySteps(value, key, fullCfg): - """ split variation in percent to create a list of factors to set parameter value for variations - or if a rangeVariation is given in absolute values - or if distVariation create an info string on how the distribution can be build - (e.g. of format typeOfDistribution$numberOfSteps$ci95value$ci95$support and append the step - of the current variation in front) - - Parameters - ----------- - value: str - value read from configuration - key: str - name of parameter - fullCfg: configparser - full configuration settings - - Returns - -------- - itemsArray: numpy array - factor to change parameter values by multiplication (Percent) or addition (Range) - or info string on how to build the distribution and which step to draw from it + """split variation in percent to create a list of factors to set parameter value for variations + or if a rangeVariation is given in absolute values + or if distVariation create an info string on how the distribution can be build + (e.g. of format typeOfDistribution$numberOfSteps$ci95value$ci95$support and append the step + of the current variation in front) + + Parameters + ----------- + value: str + value read from configuration + key: str + name of parameter + fullCfg: configparser + full configuration settings + + Returns + -------- + itemsArray: numpy array + factor to change parameter values by multiplication (Percent) or addition (Range) + or info string on how to build the distribution and which step to draw from it """ # check if positive or negative or both way variation - itemsL = value.split('$') - if 'Percent' in key: - if '-' in itemsL[0]: - itemsP = itemsL[0].split('-')[1] - percentsStart = 1. - float(itemsP) / 100. + itemsL = value.split("$") + if "Percent" in key: + if "-" in itemsL[0]: + itemsP = itemsL[0].split("-")[1] + percentsStart = 1.0 - float(itemsP) / 100.0 percentsStop = 1.0 # to be sure the right value is taken if int(itemsL[1]) == 1: percentsStop = percentsStart - elif '+' in itemsL[0]: - itemsP = itemsL[0].split('+')[1] + elif "+" in itemsL[0]: + itemsP = itemsL[0].split("+")[1] percentsStart = 1.0 - percentsStop = 1. + float(itemsP) / 100. + percentsStop = 1.0 + float(itemsP) / 100.0 # this is required as the linspace would instead take 1 if only one step if int(itemsL[1]) == 1: percentsStart = percentsStop else: - percentsStart = 1. - float(itemsL[0]) / 100. - percentsStop = 1. + float(itemsL[0]) / 100. + percentsStart = 1.0 - float(itemsL[0]) / 100.0 + percentsStop = 1.0 + float(itemsL[0]) / 100.0 # get number of steps steps = int(itemsL[1]) # create array with variation factor itemsArray = np.linspace(percentsStart, percentsStop, steps) - elif 'RangeFromCi' in key: + elif "RangeFromCi" in key: if len(itemsL) == 2: - itemsArray = ['%d$' % i + value for i in range(int(itemsL[1]))] + itemsArray = ["%d$" % i + value for i in range(int(itemsL[1]))] elif len(itemsL) == 3: itemsArray = [value] else: - message = ('Format of %s is not correct' % value) + message = "Format of %s is not correct" % value log.error(message) raise AssertionError # TODO add standard value to range - elif 'Range' in key: - if '-' in itemsL[0]: + elif "Range" in key: + if "-" in itemsL[0]: itemsArray = np.linspace(float(itemsL[0]), 0.0, int(itemsL[1])) - elif '+' in itemsL[0]: + elif "+" in itemsL[0]: itemsArray = np.linspace(0.0, float(itemsL[0]), int(itemsL[1])) else: - itemsArray = np.linspace(-1.*float(itemsL[0]), float(itemsL[0]), int(itemsL[1])) + itemsArray = np.linspace(-1.0 * float(itemsL[0]), float(itemsL[0]), int(itemsL[1])) # if variaiton following normal distribution - elif 'Dist' in key: + elif "Dist" in key: itemsArray = [] # if not already appended the step of the distribution values that shall be taken as value # add to string so it is clear which value shall be taken from distribution # first check format of string if len(itemsL) == 6: - if 'distribution' in itemsL[0]: + if "distribution" in itemsL[0]: for i in range(int(itemsL[1])): - itemsArray.append('%d$' % i + value) + itemsArray.append("%d$" % i + value) else: - message = ('Format of %s is not correct - required format: \ - typeOfDistribution$numberOfSteps$ci95value$minMaxInterval$ci95$support, \ - where the first item step is optional' % value) + message = ( + "Format of %s is not correct - required format: \ + typeOfDistribution$numberOfSteps$ci95value$minMaxInterval$ci95$support, \ + where the first item step is optional" + % value + ) log.error(message) raise AssertionError elif len(itemsL) == 7: @@ -445,44 +494,46 @@ def splitVariationToArraySteps(value, key, fullCfg): def setThicknessValueFromVariation(key, cfg, simType, row): - """ set thickness value for thickness parameter for all features if multiple according to - desired variation - - Parameters - ------------ - key: str - thickness variation info - cfg: configparser object - configuration settings of comModule - simType: str - simulation type (null, ent, entres, ..) - row: pandas row - info on variation of parameters - - Returns - -------- - cfg: dict - updated dict with info on thickness + """set thickness value for thickness parameter for all features if multiple according to + desired variation + + Parameters + ------------ + key: str + thickness variation info + cfg: configparser object + configuration settings of comModule + simType: str + simulation type (null, ent, entres, ..) + row: pandas row + info on variation of parameters + + Returns + -------- + cfg: dict + updated dict with info on thickness """ # fetch info if variation is performed based on a given range or percentage - if 'RangeFromCi' in key: - varType = 'RangeFromCi' - elif 'Range' in key: - varType = 'Range' - elif 'Percent' in key: - varType = 'Percent' - elif 'Dist' in key: - varType = 'Dist' + if "RangeFromCi" in key: + varType = "RangeFromCi" + elif "Range" in key: + varType = "Range" + elif "Percent" in key: + varType = "Percent" + elif "Dist" in key: + varType = "Dist" # only add entries to cfg if appropriate for chosen simType (e.g. entTh if ent or entres run) - entCondition = (key == ('entTh%sVariation' % varType) and 'ent' in simType) - secRelCondition = (key == ('secondaryRelTh%sVariation' % varType) and cfg['GENERAL']['secRelArea'] == 'True') - relCondition = (key == ('relTh%sVariation' % varType)) + entCondition = key == ("entTh%sVariation" % varType) and "ent" in simType + secRelCondition = ( + key == ("secondaryRelTh%sVariation" % varType) and cfg["GENERAL"]["secRelArea"] == "True" + ) + relCondition = key == ("relTh%sVariation" % varType) # fetch variation factor - if varType == 'Dist' or varType == 'RangeFromCi': + if varType == "Dist" or varType == "RangeFromCi": # if dist - this is still a string as distribution is only build once mean value is known - # if read from shp file - not available yet variationFactor = row._asdict()[key] @@ -492,216 +543,222 @@ def setThicknessValueFromVariation(key, cfg, simType, row): # update thickness values according to variation if entCondition or secRelCondition or relCondition: thType = key.split(varType)[0] - thFlag = thType + 'FromShp' + thFlag = thType + "FromShp" # add thickness values for all features if thFromShape = True - if cfg['GENERAL'][thFlag] == 'True': + if cfg["GENERAL"][thFlag] == "True": cfg = setVariationForAllFeatures(cfg, key, thType, varType, variationFactor) else: # update ini thValue if thFromShape=False - if varType == 'Range': - cfg['GENERAL'][thType] = str(float(cfg['GENERAL'][thType]) + variationFactor) - elif varType == 'RangeFromCi': - message = ('Variation using RangeFromCi is only allowed if thFromShp is set to True') + if varType == "Range": + cfg["GENERAL"][thType] = str(float(cfg["GENERAL"][thType]) + variationFactor) + elif varType == "RangeFromCi": + message = "Variation using RangeFromCi is only allowed if thFromShp is set to True" log.error(message) raise AssertionError(message) - elif varType == 'Percent': - cfg['GENERAL'][thType] = str(float(cfg['GENERAL'][thType]) * variationFactor) - elif varType == 'Dist': - distInfo = variationFactor.split('$') - cfgDist = {'sampleSize': distInfo[2], 'mean': float(cfg['GENERAL'][thType]), - 'buildValue': distInfo[3], 'minMaxInterval': distInfo[4], 'support': '10000', - 'buildType': distInfo[5]} + elif varType == "Percent": + cfg["GENERAL"][thType] = str(float(cfg["GENERAL"][thType]) * variationFactor) + elif varType == "Dist": + distInfo = variationFactor.split("$") + cfgDist = { + "sampleSize": distInfo[2], + "mean": float(cfg["GENERAL"][thType]), + "buildValue": distInfo[3], + "minMaxInterval": distInfo[4], + "support": "10000", + "buildType": distInfo[5], + } _, distValues, _, _ = cP.extractNormalDist(cfgDist) - cfg['GENERAL'][thType] = distValues[int(distInfo[0])] + cfg["GENERAL"][thType] = distValues[int(distInfo[0])] # set parameter to '' as new thickness value is set for cfg['GENERAL'][thType] and read from here - cfg['GENERAL'][key] = '' + cfg["GENERAL"][key] = "" else: - log.debug('%s set but simType is: %s so it is not relevant' % (key, simType)) + log.debug("%s set but simType is: %s so it is not relevant" % (key, simType)) return cfg def setVariationForAllFeatures(cfg, key, thType, varType, variationFactor): - """ set thickness value for all features according to varType variation - - Parameters - ---------- - cfg: configparser - configuration settings of comModule for thickness - key: str - name of parameter - thType: str - thickness type (e.g. relTh, entTh, ...) - varType: str - type of variation (range or percent) - variationFactor: float or str (if Dist or rangeFromCi) - value used for variation - - Returns - -------- - cfg: configparser - updated configuration settings regarding thickness settings + """set thickness value for all features according to varType variation + + Parameters + ---------- + cfg: configparser + configuration settings of comModule for thickness + key: str + name of parameter + thType: str + thickness type (e.g. relTh, entTh, ...) + varType: str + type of variation (range or percent) + variationFactor: float or str (if Dist or rangeFromCi) + value used for variation + + Returns + -------- + cfg: configparser + updated configuration settings regarding thickness settings """ # fetch thickness feature ids - idList = cfg['INPUT'][thType + 'Id'].split('|') + idList = cfg["INPUT"][thType + "Id"].split("|") # fetch thickness list - thicknessList = cfg['INPUT'][thType + 'Thickness'].split('|') + thicknessList = cfg["INPUT"][thType + "Thickness"].split("|") # fetch ci95 list - ci95List = cfg['INPUT'][thType + 'Ci95'].split('|') + ci95List = cfg["INPUT"][thType + "Ci95"].split("|") # do some preprocessing if varType is dist - if varType == 'Dist': - distInfo = variationFactor.split('$') + if varType == "Dist": + distInfo = variationFactor.split("$") if len(distInfo) != 7: - message = 'Format of distVariation string is wrong' + message = "Format of distVariation string is wrong" log.error(message) raise AssertionError else: - cfgDist = {'sampleSize': distInfo[2], 'minMaxInterval': distInfo[4], 'support': distInfo[6], - 'buildType': distInfo[5]} + cfgDist = { + "sampleSize": distInfo[2], + "minMaxInterval": distInfo[4], + "support": distInfo[6], + "buildType": distInfo[5], + } # loop over all features for count, id in enumerate(idList): thNameId = thType + id # set thickness value per feature and fetch value for updating percent/range varation - if varType == 'Percent': + if varType == "Percent": # set thickness value in in file for the feature with id Id - cfg['GENERAL'][thNameId] = str(float(thicknessList[count]) * variationFactor) + cfg["GENERAL"][thNameId] = str(float(thicknessList[count]) * variationFactor) variationIni = setPercentVariation(variationFactor, variationFactor, thNameId) - elif varType == 'RangeFromCi': - fromCiVal = setRangeFromCiVariation(cfg, variationFactor, - thicknessList[count], ci95List[count]) - cfg['GENERAL'][thNameId] = str(float(thicknessList[count]) + fromCiVal) + elif varType == "RangeFromCi": + fromCiVal = setRangeFromCiVariation(cfg, variationFactor, thicknessList[count], ci95List[count]) + cfg["GENERAL"][thNameId] = str(float(thicknessList[count]) + fromCiVal) variationIni = variationFactor - strIni = cfg['INPUT']['thFromIni'] - cfg['INPUT']['thFromIni'] = (thNameId if strIni == '' else strIni + '|' + thNameId) - elif varType == 'Range': + strIni = cfg["INPUT"]["thFromIni"] + cfg["INPUT"]["thFromIni"] = thNameId if strIni == "" else strIni + "|" + thNameId + elif varType == "Range": # set thickness value in in file for the feature with id Id - cfg['GENERAL'][thNameId] = str(float(thicknessList[count]) + variationFactor) + cfg["GENERAL"][thNameId] = str(float(thicknessList[count]) + variationFactor) variationIni = setRangeVariation(cfg, variationFactor, thNameId) - elif varType == 'Dist': - cfgDist['mean'] = str(float(thicknessList[count])) - cfgDist['buildValue'] = str(float(ci95List[count])) + elif varType == "Dist": + cfgDist["mean"] = str(float(thicknessList[count])) + cfgDist["buildValue"] = str(float(ci95List[count])) _, distValues, _, _ = cP.extractNormalDist(cfgDist) - cfg['GENERAL'][thNameId] = distValues[int(distInfo[0])] - distInfo[3] = cfgDist['buildValue'] - variationIni = '$'.join(distInfo) + cfg["GENERAL"][thNameId] = distValues[int(distInfo[0])] + distInfo[3] = cfgDist["buildValue"] + variationIni = "$".join(distInfo) # update variation parameter value in config file - cfg['GENERAL'][key] = variationIni + cfg["GENERAL"][key] = variationIni return cfg def setPercentVariation(cfg, variationFactor, thNameId): - """ determine thickness value if set from percentVariation and set from shp file and update - percentVariation value that is used for exactely this sim - - this is required for reproducing this sim when using its configuration file - so that in the - percentVariation parameter it is only one value e.g. +50$1 so +50% in 1 step - - Parameters - ----------- - cfg: configparser object - comModule configuration file with info on thickness settings - variationFactor: float - value of percent variation in terms of required multiplication of reference value - (e.g. variationFactor= 0.5 - a variation of 50% performed by multiplication of reference - value times variationFactor) - thNameId: str - name of thickness feature (e.g. relTh0 if release thickness and feature with id 0) - - Returns - --------- - variationIni: str - percentVariation parameter value for this sim to be added in cfg file + """determine thickness value if set from percentVariation and set from shp file and update + percentVariation value that is used for exactely this sim + + this is required for reproducing this sim when using its configuration file - so that in the + percentVariation parameter it is only one value e.g. +50$1 so +50% in 1 step + + Parameters + ----------- + cfg: configparser object + comModule configuration file with info on thickness settings + variationFactor: float + value of percent variation in terms of required multiplication of reference value + (e.g. variationFactor= 0.5 - a variation of 50% performed by multiplication of reference + value times variationFactor) + thNameId: str + name of thickness feature (e.g. relTh0 if release thickness and feature with id 0) + + Returns + --------- + variationIni: str + percentVariation parameter value for this sim to be added in cfg file """ # set percentVaration parameter to actual variation in percent$steps - if variationFactor == 1.: + if variationFactor == 1.0: # if variation is 0% set percentVaration = '' - variationIni = '' + variationIni = "" elif variationFactor < 1: - variationIni = '-' + str((1. - variationFactor) * 100) + '$1' + variationIni = "-" + str((1.0 - variationFactor) * 100) + "$1" elif variationFactor > 1: - variationIni = '+' + str((variationFactor - 1.) * 100) + '$1' + variationIni = "+" + str((variationFactor - 1.0) * 100) + "$1" return variationIni def setRangeVariation(cfg, variationFactor, thNameId): - """ determine thickness value if set from rangeVariation and set from shp file and update - rangeVariation value that is used for exactely this sim - - this is required for reproducing this sim when using its configuration file - so that in the - rangeVariation parameter it is only one value e.g. +0.5$1 so +0.5m in 1 step - - Parameters - ----------- - cfg: configparser object - comModule configuration file with info on thickness settings - variationFactor: float - value of range variation in terms of required addition to the reference value - (e.g. variationFactor= +0.5 - a variation of +0.5m performed by addition of reference - value + variationFactor) - thNameId: str - name of thickness feature (e.g. relTh0 if release thickness and feature with id 0) - - Returns - --------- - variationIni: str - rangeVariation parameter value for this sim to be added in cfg file + """determine thickness value if set from rangeVariation and set from shp file and update + rangeVariation value that is used for exactely this sim + + this is required for reproducing this sim when using its configuration file - so that in the + rangeVariation parameter it is only one value e.g. +0.5$1 so +0.5m in 1 step + + Parameters + ----------- + cfg: configparser object + comModule configuration file with info on thickness settings + variationFactor: float + value of range variation in terms of required addition to the reference value + (e.g. variationFactor= +0.5 - a variation of +0.5m performed by addition of reference + value + variationFactor) + thNameId: str + name of thickness feature (e.g. relTh0 if release thickness and feature with id 0) + + Returns + --------- + variationIni: str + rangeVariation parameter value for this sim to be added in cfg file """ # set rangeVaration parameter to actual variation in range$steps - if variationFactor == 0.: + if variationFactor == 0.0: # if variation is 0 set RangeVaration = '' - variationIni = '' + variationIni = "" else: - variationIni = str(variationFactor) + '$1' + variationIni = str(variationFactor) + "$1" return variationIni def setRangeFromCiVariation(cfg, variationFactor, thValue, ciValue): - """ determine thickness value if set from rangeFromCiVariation and set from shp file and update - rangeFromCiVariation value that is used for exactely this sim - - this is required for reproducing this sim when using its configuration file - so that in the - rangeFromCiVariation parameter it is only one value e.g. ci95$4$1 so -ci95m - - Parameters - ----------- - cfg: configparser object - comModule configuration file with info on thickness settings - variationFactor: str - value of range variation in terms of required addition to the reference value - (e.g. variationFactor= chi95$4$0 - a variation of -ci95 value performed by addition of reference - value + the variation value) - thValue: str - thickness value of thickness feature in meter - ciValue: str - ci value of thickness features in meter - - Returns - --------- - variationValue: float - actual thickness value modified according to variation for feature - variationIni: str - rangeFromCiVariation parameter value for this sim to be added in cfg file + """determine thickness value if set from rangeFromCiVariation and set from shp file and update + rangeFromCiVariation value that is used for exactely this sim + + this is required for reproducing this sim when using its configuration file - so that in the + rangeFromCiVariation parameter it is only one value e.g. ci95$4$1 so -ci95m + + Parameters + ----------- + cfg: configparser object + comModule configuration file with info on thickness settings + variationFactor: str + value of range variation in terms of required addition to the reference value + (e.g. variationFactor= chi95$4$0 - a variation of -ci95 value performed by addition of reference + value + the variation value) + thValue: str + thickness value of thickness feature in meter + ciValue: str + ci value of thickness features in meter + + Returns + --------- + variationValue: float + actual thickness value modified according to variation for feature """ - if ciValue == 'None': - msg = ('ci95 values required in shape file for rangeFromCi variation but not provided') + if ciValue == "None": + msg = "ci95 values required in shape file for rangeFromCi variation but not provided" log.error(msg) raise AssertionError(msg) - varValStep = int(variationFactor.split('$')[0]) - allSteps = int(variationFactor.split('$')[2]) + varValStep = int(variationFactor.split("$")[0]) + allSteps = int(variationFactor.split("$")[2]) thicknessValues = np.linspace(-float(ciValue), float(ciValue), allSteps) variationValue = float(thicknessValues[varValStep]) @@ -709,140 +766,155 @@ def setRangeFromCiVariation(cfg, variationFactor, thValue, ciValue): def appendShpThickness(cfg): - """ append thickness values to GENERAL section if read from shp and not varied + """append thickness values to GENERAL section if read from shp and not varied - Parameters - ----------- - cfg: dict - configuration settings + Parameters + ----------- + cfg: dict + configuration settings - Returns - -------- - cfg: dict - updated configuartion settings + Returns + -------- + cfg: dict + updated configuartion settings """ - cfgGen = cfg['GENERAL'] + cfgGen = cfg["GENERAL"] # first create which type of thickness settings are relevant for the current cfg dict - thTypes = ['relTh'] - if cfgGen['simTypeActual'] in ['ent', 'entres']: - thTypes.append('entTh') - if cfgGen['secRelArea'] == 'True': - thTypes.append('secondaryRelTh') + thTypes = ["relTh"] + if cfgGen["simTypeActual"] in ["ent", "entres"]: + thTypes.append("entTh") + if cfgGen["secRelArea"] == "True": + thTypes.append("secondaryRelTh") # loop over all types and if thickness value read from shp file and no variation has been applied # (in this case already added to GENERAL section) - add to section GENERAL for thType in thTypes: - thFlag = thType + 'FromShp' - thPV = thType + 'PercentVariation' - thRV = thType + 'RangeVariation' - thDV = thType + 'DistVariation' - thRCiV = thType + 'RangeFromCiVariation' - if cfgGen[thFlag] == 'True' and cfgGen[thPV] == '' and cfgGen[thRV] == '' and cfgGen[thDV] == '' and cfgGen[thRCiV] == '': - thThickness = thType + 'Thickness' - thId = thType + 'Id' - thicknessList = cfg['INPUT'][thThickness].split('|') - idList = cfg['INPUT'][thId].split('|') + thFlag = thType + "FromShp" + thPV = thType + "PercentVariation" + thRV = thType + "RangeVariation" + thDV = thType + "DistVariation" + thRCiV = thType + "RangeFromCiVariation" + if ( + cfgGen[thFlag] == "True" + and cfgGen[thPV] == "" + and cfgGen[thRV] == "" + and cfgGen[thDV] == "" + and cfgGen[thRCiV] == "" + ): + thThickness = thType + "Thickness" + thId = thType + "Id" + thicknessList = cfg["INPUT"][thThickness].split("|") + idList = cfg["INPUT"][thId].split("|") for count, id in enumerate(idList): thNameId = thType + id - if thNameId in cfg['GENERAL'].keys(): - log.info('Thickness value for %s already set in initial config file, \ - read from there not from shp file' % thNameId) + if thNameId in cfg["GENERAL"].keys(): + log.info( + "Thickness value for %s already set in initial config file, \ + read from there not from shp file" + % thNameId + ) else: cfgGen[thNameId] = str(float(thicknessList[count])) return cfg -def checkRasterMeshSize(cfgSim, rasterFile, typeIndicator='DEM', onlySearch=False): - """ check if cell size of raster in Inputs/ is same as desired meshCellSize - if not - check for remeshed raster or remesh the raster - If onlySearch is True: no remeshing is being done, only search for the right one - - Parameters - ----------- - cfgSim: dict - configuration settings of com module - rasterFile: str or pathlib path - to raster in Inputs/ - typeIndicator: str - indicate which type the raster is. Possible values DEM or RELTH - onlySearch: bool - if True - only searching for remeshed DEM but not remeshing if not found - - Returns - -------- - pathToRaster: str - path to raster with correct cellSize relative to Inputs/ +def checkRasterMeshSize(cfgSim, rasterFile, typeIndicator="DEM", onlySearch=False): + """check if cell size of raster in Inputs/ is same as desired meshCellSize + if not - check for remeshed raster or remesh the raster + If onlySearch is True: no remeshing is being done, only search for the right one + + Parameters + ----------- + cfgSim: dict + configuration settings of com module + rasterFile: str or pathlib path + to raster in Inputs/ + typeIndicator: str + indicate which type the raster is. Possible values DEM or RELTH + onlySearch: bool + if True - only searching for remeshed DEM but not remeshing if not found + + Returns + -------- + pathToRaster: str + path to raster with correct cellSize relative to Inputs/ """ # read header of raster file headerRaster = IOf.readRasterHeader(rasterFile) # fetch info on desired meshCellSize - meshCellSize = float(cfgSim['GENERAL']['meshCellSize']) - meshCellSizeThreshold = float(cfgSim['GENERAL']['meshCellSizeThreshold']) + meshCellSize = float(cfgSim["GENERAL"]["meshCellSize"]) + meshCellSizeThreshold = float(cfgSim["GENERAL"]["meshCellSizeThreshold"]) # if cell size of raster is different from desired meshCellSize - look for remeshed raster or remesh - if np.abs(meshCellSize - headerRaster['cellsize']) > meshCellSizeThreshold: + if np.abs(meshCellSize - headerRaster["cellsize"]) > meshCellSizeThreshold: pathToRaster = geoTrans.remeshRaster(rasterFile, cfgSim, onlySearch=onlySearch) else: - log.info('Raster of type %s taken from Inputs/' % typeIndicator) + log.info("Raster of type %s taken from Inputs/" % typeIndicator) if typeIndicator == "RELTH": pathToRaster = str(pathlib.Path("RELTH") / rasterFile.name) else: pathToRaster = rasterFile.name - log.info('path to raster is: %s' % pathToRaster) + log.info("path to raster is: %s" % pathToRaster) return pathToRaster + def checkExtentAndCellSize(cfg, inputFile, dem, fileType): - """ check if extent of inputFile is within resizeThreshold of dem, if so resize and save to remeshedRasters - - Parameters - ----------- - cfg: configparser object - configuration settings - inputFile: pathlib Path - path to inputFile - dem: dict - dictionary with info on DEM - fileType: str - name of fileType + """check if extent of inputFile is within resizeThreshold of dem, if so resize and save to remeshedRasters + + Parameters + ----------- + cfg: configparser object + configuration settings + inputFile: pathlib Path + path to inputFile + dem: dict + dictionary with info on DEM + fileType: str + name of fileType """ inputField = IOf.readRaster(inputFile) - cellSizeOld = inputField['header']['cellsize'] - demHeader = dem['header'] + cellSizeOld = inputField["header"]["cellsize"] + demHeader = dem["header"] - if fileType == 'RELTH': - rT = 0. + if fileType == "RELTH": + rT = 0.0 else: - rT = float(cfg['GENERAL']['resizeThreshold']) + rT = float(cfg["GENERAL"]["resizeThreshold"]) diffX0, diffX1, diffY0, diffY1 = checkSizeExtent(inputField, demHeader, inputFile, fileType, rT) # check if identical extent, if so use unchanged - if np.allclose([diffX0, diffY0], [diffY1, diffX1]) and inputField['header']['cellsize'] == demHeader['cellsize']: - if fileType == 'RELTH': + if ( + np.allclose([diffX0, diffY0], [diffY1, diffX1]) + and inputField["header"]["cellsize"] == demHeader["cellsize"] + ): + if fileType == "RELTH": return str(pathlib.Path("RELTH", inputFile.name)) else: return str(pathlib.Path("RASTERS", inputFile.name)) else: # resize data, project data from inputFile onto computational domain - inputField['rasterData'], _ = geoTrans.resizeData(inputField, dem) + inputField["rasterData"], _ = geoTrans.resizeData(inputField, dem) # add warning - log.warning('Friction field %s interpolated onto DEM extent and corresponding spatial resolution, ' - 'cellSize changed from %.2f to %.2f; difference of llcenter was in x: %.2f, in y: %.2f m' - 'and urcenter was in x: %.2f, in y %.2f' % - (fileType, cellSizeOld, dem['header']['cellsize'], diffX0, diffY0, diffX1, diffY1)) + log.warning( + "Friction field %s interpolated onto DEM extent and corresponding spatial resolution, " + "cellSize changed from %.2f to %.2f; difference of llcenter was in x: %.2f, in y: %.2f m" + "and urcenter was in x: %.2f, in y %.2f" + % (fileType, cellSizeOld, dem["header"]["cellsize"], diffX0, diffY0, diffX1, diffY1) + ) # save to inputField - inputField[fileType+'Field'] = inputField['rasterData'] + inputField[fileType + "Field"] = inputField["rasterData"] # save remeshed raster # first check if remeshed raster is available @@ -851,15 +923,16 @@ def checkExtentAndCellSize(cfg, inputFile, dem, fileType): # prepare for saving new raster pathToRaster = pathlib.Path(cfg["GENERAL"]["avalancheDir"], "Inputs", "remeshedRasters") fU.makeADir(pathToRaster) - outFile = pathToRaster / ("%s_remeshed%s%.2f.asc" % (inputFile.stem, fileType, dem["header"][ - "cellsize"])) + outFile = pathToRaster / ( + "%s_remeshed%s%.2f" % (inputFile.stem, fileType, dem["header"]["cellsize"]) + ) if outFile.name in allRasterNames: message = "Name for saving remeshedRaster already used: %s" % outFile.name log.error(message) raise FileExistsError(message) # write raster to file - IOf.writeResultToAsc(dem["header"], inputField["rasterData"], outFile, flip=True) + outFile = IOf.writeResultToRaster(dem["header"], inputField["rasterData"], outFile, flip=True) log.info("Saved remeshed raster to %s" % outFile) pathRaster = str(pathlib.Path("remeshedRasters", outFile.name)) @@ -867,50 +940,59 @@ def checkExtentAndCellSize(cfg, inputFile, dem, fileType): def checkSizeExtent(inputField, demHeader, inputFile, fileType, rT): - """ check if extent of an inputfield matches the extent of the DEM - and also cellSize in case of RELTH files - optionally within a specified treshold - - Parameters - ------------ - inputField: dict - dictionary with header and data of input field - demHeader: dict - header of DEM - inputFile: pathlib Path - path to input field - fileType: str - name of file type of input field - rT: float - resize threshold - - Returns - ------- - diffX0, diffX1, diffY0, diffY1: float - differences of llcenter coordinates between inputField and DEM + """check if extent of an inputfield matches the extent of the DEM + and also cellSize in case of RELTH files + optionally within a specified treshold + + Parameters + ------------ + inputField: dict + dictionary with header and data of input field + demHeader: dict + header of DEM + inputFile: pathlib Path + path to input field + fileType: str + name of file type of input field + rT: float + resize threshold + + Returns + ------- + diffX0, diffX1, diffY0, diffY1: float + differences of llcenter coordinates between inputField and DEM """ # compute difference of llcenter and urcenter - used for warning - diffX0 = inputField['header']['xllcenter'] - demHeader['xllcenter'] - diffY0 = inputField['header']['yllcenter'] - demHeader['yllcenter'] - diffX1 = ((inputField['header']['xllcenter']+ inputField['header']['ncols']* inputField['header']['cellsize']) - - (demHeader['xllcenter']+demHeader['ncols']*demHeader['cellsize'])) - diffY1 = ((inputField['header']['yllcenter']+ inputField['header']['nrows']* inputField['header']['cellsize']) - - (demHeader['yllcenter']+demHeader['nrows']*demHeader['cellsize'])) - - if diffX0 > rT*demHeader['cellsize'] or diffY0 > rT*demHeader['cellsize']: - message = ('Lower left center coordinates of DEM and %s file are not within threshold %.2f x meshCellSize' % - (fileType, rT)) + diffX0 = inputField["header"]["xllcenter"] - demHeader["xllcenter"] + diffY0 = inputField["header"]["yllcenter"] - demHeader["yllcenter"] + diffX1 = ( + inputField["header"]["xllcenter"] + inputField["header"]["ncols"] * inputField["header"]["cellsize"] + ) - (demHeader["xllcenter"] + demHeader["ncols"] * demHeader["cellsize"]) + diffY1 = ( + inputField["header"]["yllcenter"] + inputField["header"]["nrows"] * inputField["header"]["cellsize"] + ) - (demHeader["yllcenter"] + demHeader["nrows"] * demHeader["cellsize"]) + + if diffX0 > rT * demHeader["cellsize"] or diffY0 > rT * demHeader["cellsize"]: + message = ( + "Lower left center coordinates of DEM and %s file are not within threshold %.2f x meshCellSize" + % (fileType, rT) + ) log.error(message) raise AssertionError(message) - elif diffX1 > rT*demHeader['cellsize'] or diffY1 > rT*demHeader['cellsize']: - message = ('Upper right center coordinates of DEM and %s file are not within threshold %.2f x meshCellSize' % - (fileType, rT)) + elif diffX1 > rT * demHeader["cellsize"] or diffY1 > rT * demHeader["cellsize"]: + message = ( + "Upper right center coordinates of DEM and %s file are not within threshold %.2f x meshCellSize" + % (fileType, rT) + ) log.error(message) raise AssertionError(message) - if fileType == 'RELTH': - if inputField['header']['cellsize'] != demHeader['cellsize']: - message = 'Cell size of RELTH file: %s does not match the desired computational meshCellSize' % inputFile.stem + if fileType == "RELTH": + if inputField["header"]["cellsize"] != demHeader["cellsize"]: + message = ( + "Cell size of RELTH file: %s does not match the desired computational meshCellSize" + % inputFile.stem + ) log.error(message) raise AssertionError(message) @@ -918,57 +1000,57 @@ def checkSizeExtent(inputField, demHeader, inputFile, fileType, rT): def writeToCfgLine(values): - """ write an array of values to a string of values separated by | for configuration + """write an array of values to a string of values separated by | for configuration - Parameters - ----------- - values: numpy array - array of values + Parameters + ----------- + values: numpy array + array of values - Returns - -------- - valString: str - string of array values separated by | + Returns + -------- + valString: str + string of array values separated by | """ - valString = '%.12f' % values[0] + valString = "%.12f" % values[0] for val in values[1:]: - valString = valString + '|%.12f' % val + valString = valString + "|%.12f" % val return valString def createSimDict(avalancheDir, com1DFA, cfgInitial, inputSimFiles, simNameExisting): - """ Create a simDict with all the simulations that shall be performed - - Parameters - ----------- - avalancheDir: pathlib path - path to avalanche directory - com1DFA: module - computational module - cfgStart: configparser object - configuration settings for com1DFA - inputSimFiles: dict - dictionary with info in input files (release area, dem, ...) - simNameExisting: list - list with names of sims that already exist in outputs - - Returns - -------- - simDict: dict - dicionary with info on simHash, releaseScenario, release area file path, - simType and contains full configuration configparser object for simulation run + """Create a simDict with all the simulations that shall be performed + + Parameters + ----------- + avalancheDir: pathlib path + path to avalanche directory + com1DFA: module + computational module + cfgStart: configparser object + configuration settings for com1DFA + inputSimFiles: dict + dictionary with info in input files (release area, dem, ...) + simNameExisting: list + list with names of sims that already exist in outputs + + Returns + -------- + simDict: dict + dicionary with info on simHash, releaseScenario, release area file path, + simType and contains full configuration configparser object for simulation run """ # check if thickness settings in ini file are valid - for thType in ['entTh', 'relTh', 'secondaryRelTh']: + for thType in ["entTh", "relTh", "secondaryRelTh"]: _ = checkThicknessSettings(cfgInitial, thType) # update thickness settings, e.g. fetch if th read from shp cfgInitial = gI.updateThicknessCfg(inputSimFiles, cfgInitial) # reset variationDict - variationDict = '' + variationDict = "" # create a dictionary with information on which parameter shall be varied for individual simulations # compare cfgStart to default module config for this @@ -978,11 +1060,13 @@ def createSimDict(avalancheDir, com1DFA, cfgInitial, inputSimFiles, simNameExist # only new simulations are included in this simDict # key is simName and corresponds to one simulation simDict = {} - simDict = com1DFA.prepareVarSimDict(modCfg, inputSimFiles, variationDict, simNameExisting=simNameExisting) + simDict = com1DFA.prepareVarSimDict( + modCfg, inputSimFiles, variationDict, simNameExisting=simNameExisting + ) # write full configuration (.ini file) to file date = datetime.today() - fileName = 'sourceConfiguration_' + '{:%d_%m_%Y_%H_%M_%S}'.format(date) + fileName = "sourceConfiguration_" + "{:%d_%m_%Y_%H_%M_%S}".format(date) cfgUtils.writeCfgFile(avalancheDir, com1DFA, modCfg, fileName=fileName) return simDict diff --git a/avaframe/in1Data/getInput.py b/avaframe/in1Data/getInput.py index 903edb175..710a1aa10 100644 --- a/avaframe/in1Data/getInput.py +++ b/avaframe/in1Data/getInput.py @@ -221,7 +221,7 @@ def getInputDataCom1DFA(avaDir): # check if relThFile is available relThFile, entResInfo["releaseThicknessFile"] = getAndCheckInputFiles( - inputDir, "RELTH", "release thickness data", fileExt="asc" + inputDir, "RELTH", "release thickness data", fileExt="raster" ) # Initialise secondary release areas @@ -251,11 +251,11 @@ def getInputDataCom1DFA(avaDir): # check if frictionParameter file is available # TODO: enable this with geotiff - muFile, entResInfo["mu"] = getAndCheckInputFiles(inputDir, "RASTERS", "mu parameter data", fileExt="asc", + muFile, entResInfo["mu"] = getAndCheckInputFiles(inputDir, "RASTERS", "mu parameter data", fileExt="raster", fileSuffix='_mu') # check if frictionParameter file is available - xiFile, entResInfo["xi"] = getAndCheckInputFiles(inputDir, "RASTERS", "xi parameter data", fileExt="asc", + xiFile, entResInfo["xi"] = getAndCheckInputFiles(inputDir, "RASTERS", "xi parameter data", fileExt="raster", fileSuffix='_xi') # return DEM, first item of release, entrainment and resistance areas @@ -276,10 +276,15 @@ def getInputDataCom1DFA(avaDir): def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix=""): - """Fetch fileExt files and check if they exist and if it is not more than one + """Fetch fileExt files and check if they exist and if it is not more than one. If fileExt is set to "raster" both + .asc and .tif files will be searched. Raises error if there is more than one fileExt file. + If fileExt is empty, only suffix will be checked. + + If a file is found, it is checked to be of an allowed extension; currently .shp .asc and .tif are supported. + Parameters ---------- inputDir : pathlib object or str @@ -289,7 +294,7 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix inputType : str type of input (used for the logging messages). Secondary release or Entrainment or Resistance fileExt: str - file extension e.g. shp, asc - optional default is shp + file extension e.g. shp, asc, tif - optional; default is shp fileSuffix: str file name part before extension @@ -298,15 +303,28 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix OutputFile: str path to file checked available: str - Yes or No depending of if there is a shape file available (if No, OutputFile is None) + Yes or No depending on if there is a file available (if No, OutputFile is None) """ available = "No" - # Initialise secondary release areas + + supportedFileFormats = [".shp", ".asc", ".tif"] + + # Define the directory to search and the extensions + if fileExt == "": + extensions = [""] + elif fileExt.lower() == "raster": + extensions = ["asc", "tif"] + else: + extensions = [fileExt] + inDir = pathlib.Path(inputDir, folder) + if fileSuffix == "": - OutputFile = list(inDir.glob("*.%s" % fileExt)) + OutputFile = list([file for ext in extensions for file in inDir.glob(f"*.{ext}")]) else: - OutputFile = list(inDir.glob("*%s.%s" % (fileSuffix, fileExt))) + OutputFile = list([file for ext in extensions for file in inDir.glob(f"*{fileSuffix}.{ext}")]) + + # check for number of files if len(OutputFile) < 1: OutputFile = None elif len(OutputFile) > 1: @@ -317,6 +335,12 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix available = "Yes" OutputFile = OutputFile[0] + if OutputFile.suffix not in supportedFileFormats: + message = "Unsupported file format found for OutputFile %s; shp, asc, tif are allowed" % OutputFile + log.error(message) + raise AssertionError(message) + + return OutputFile, available @@ -338,7 +362,7 @@ def getThicknessInputSimFiles(inputSimFiles): # fetch thickness attribute of entrainment area and secondary release for thType in ["entFile", "secondaryReleaseFile"]: - if inputSimFiles[thType] != None: + if inputSimFiles[thType] is not None: thicknessList, idList, ci95List = shpConv.readThickness(inputSimFiles[thType]) inputSimFiles[inputSimFiles[thType].stem] = { "thickness": thicknessList, @@ -406,7 +430,7 @@ def updateThicknessCfg(inputSimFiles, cfgInitial): # update configuration with thickness value to be used for simulations cfgInitial = dP.getThicknessValue(cfgInitial, inputSimFiles, releaseA, "relTh") if cfgInitial["GENERAL"].getboolean("relThFromFile"): - if inputSimFiles["relThFile"] == None: + if inputSimFiles["relThFile"] is None: message = "relThFromFile set to True but no relTh file found" log.error(message) raise FileNotFoundError(message) @@ -809,7 +833,7 @@ def getInputPaths(avaDir): # fetch release thickness fields releaseFieldDir = inputDir / "RELTH" - relFieldFiles = sorted(list(releaseFieldDir.glob("*.asc"))) + relFieldFiles = sorted(list(releaseFieldDir.glob("*.asc")) + list(releaseFieldDir.glob("*.tif"))) if len(relFieldFiles) > 0: log.info("Release area files are: %s" % [str(relFFilestr) for relFFilestr in relFieldFiles]) else: diff --git a/avaframe/in2Trans/rasterUtils.py b/avaframe/in2Trans/rasterUtils.py index 015312b6d..9cc5f9c2b 100644 --- a/avaframe/in2Trans/rasterUtils.py +++ b/avaframe/in2Trans/rasterUtils.py @@ -1,5 +1,5 @@ """ - ASCII file reader and handler + Raster (ascii and tif) file reader and handler """ @@ -12,7 +12,9 @@ def readRaster(fname, noDataToNan=True): - """Read raster file in .asc or .tif format + """Read raster file in .asc or .tif format. + Returns a dict with a header and the data in it. + Header is based on avaframe header info with llcenter info Parameters ----------- @@ -25,10 +27,11 @@ def readRaster(fname, noDataToNan=True): Returns -------- data: dict - -headerInfo: class - information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) - -rasterdata : 2D numpy array - 2D numpy array of ascii matrix + -header: class + information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value, transform, + crs) + -rasterData : 2D numpy array + 2D numpy array of raster matrix """ log.debug("Reading raster file : %s", fname) @@ -50,6 +53,7 @@ def readRaster(fname, noDataToNan=True): def getHeaderFromRaster(raster): """convert rasterio raster info to header info + Parameters ---------- raster: rasterio raster @@ -94,13 +98,12 @@ def transformFromASCHeader(header): cellSize = header["cellsize"] nRows = header["nrows"] - transform = rasterio.transform.from_origin(xllCenter, - yllCenter + nRows * cellSize, - cellSize, - cellSize) - # crs = rasterio.crs.CRS.from_epsg(31287) + transform = rasterio.transform.from_origin( + xllCenter - cellSize / 2.0, (yllCenter - cellSize / 2.0) + nRows * cellSize, cellSize, cellSize + ) + + return transform - return transform # , crs def readRasterHeader(fname): """return a class with information from an ascii file header @@ -121,7 +124,6 @@ def readRasterHeader(fname): header = getHeaderFromRaster(raster) raster.close() - return header @@ -147,6 +149,7 @@ def isEqualASCheader(headerA, headerB): and (a["cellsize"] == b["cellsize"]) ) + def writeResultToRaster(header, resultArray, outFileName, flip=False): """Write 2D array to a raster file with header and save to location of outFileName @@ -154,13 +157,14 @@ def writeResultToRaster(header, resultArray, outFileName, flip=False): ---------- header : class class with methods that give cellsize, nrows, ncols, xllcenter - yllcenter, nodata_value + yllcenter, nodata_value, driver, transfrom, crs resultArray : 2D numpy array 2D numpy array of values that shall be written to file outFileName : str path incl. name of file to be written flip: boolean - if True, flip the rows of the resultArray when writing + if True, flip the rows of the resultArray when writing. AF considers the first line in a data array to be the + southernmost one. Some formats (e.g. tif) have the northernmost line first Returns ------- diff --git a/avaframe/in3Utils/fileHandlerUtils.py b/avaframe/in3Utils/fileHandlerUtils.py index d5abae751..96b67ebd6 100644 --- a/avaframe/in3Utils/fileHandlerUtils.py +++ b/avaframe/in3Utils/fileHandlerUtils.py @@ -20,35 +20,35 @@ def makeADir(dirName): - """ Check if a directory exists, if not create directory + """Check if a directory exists, if not create directory - Parameters - ---------- - dirName : str - path of directory that should be made - """ + Parameters + ---------- + dirName : str + path of directory that should be made + """ # If directory already exists - Delete directory first is default if os.path.isdir(dirName): - log.debug('Be careful directory %s already existed - data saved on top of it' % (dirName)) + log.debug("Be careful directory %s already existed - data saved on top of it" % (dirName)) else: - # due parallel computing it might be problematic if exist_ok is not set to True + # due parallel computing it might be problematic if exist_ok is not set to True os.makedirs(dirName, exist_ok=True) - log.debug('Directory: %s created' % dirName) + log.debug("Directory: %s created" % dirName) def checkPathlib(checkPath): - """ check if pathlib.PurePath if not convert to + """check if pathlib.PurePath if not convert to - Parameters - ---------- - checkPath: str or pathlib path - path to be checked + Parameters + ---------- + checkPath: str or pathlib path + path to be checked - Returns - ------- - checkPath: pathlib path - pathlib path version of checkPath + Returns + ------- + checkPath: pathlib path + pathlib path version of checkPath """ if not isinstance(checkPath, pathlib.PurePath): @@ -57,44 +57,44 @@ def checkPathlib(checkPath): return checkPath -def readLogFile(logName, cfg=''): - """ Read experiment log file and make dictionary that contains general info on all simulations +def readLogFile(logName, cfg=""): + """Read experiment log file and make dictionary that contains general info on all simulations - Parameters - ---------- - logName : str - path to log file - cfg : dict - optional - configuration read from com1DFA simulation + Parameters + ---------- + logName : str + path to log file + cfg : dict + optional - configuration read from com1DFA simulation - Returns - ------- - logDict : dict - dictionary with number of simulation (noSim), name of simulation (simName), - parameter variation, full name + Returns + ------- + logDict : dict + dictionary with number of simulation (noSim), name of simulation (simName), + parameter variation, full name """ # Read log file - logFile = open(logName, 'r') - log.debug('Take com1DFA full experiment log') + logFile = open(logName, "r") + log.debug("Take com1DFA full experiment log") # Parameter variation - if cfg != '': - varPar = cfg['varPar'] + if cfg != "": + varPar = cfg["varPar"] else: - varPar = 'Mu' + varPar = "Mu" # Save info to dictionary, add all result parameters that are saved in com1DFA Outputs - logDict = {'noSim': [], 'simName': [], varPar: [], 'fullName': []} + logDict = {"noSim": [], "simName": [], varPar: [], "fullName": []} lines = logFile.readlines()[1:] countSims = 1 for line in lines: vals = line.strip().split() - logDict['noSim'].append(countSims) - logDict['simName'].append(vals[1]) + logDict["noSim"].append(countSims) + logDict["simName"].append(vals[1]) logDict[varPar].append(float(vals[2])) - logDict['fullName'].append(vals[1] + '_' + '%.5f' % float(vals[2])) + logDict["fullName"].append(vals[1] + "_" + "%.5f" % float(vals[2])) countSims = countSims + 1 logFile.close() @@ -103,77 +103,81 @@ def readLogFile(logName, cfg=''): def extractParameterInfo(avaDir, simName, reportD): - """ Extract info about simulation parameters from the log file - - Parameters - ---------- - avaDir : str - path to avalanche - simName : str - name of the simulation - reportD: dict - report dictionary - - Returns - ------- - parameterDict : dict - dictionary listing name of parameter and value; release mass, final time step and current mast - reportD: dict - upated report dictionary with info on simulation - """ + """Extract info about simulation parameters from the log file + + Parameters + ---------- + avaDir : str + path to avalanche + simName : str + name of the simulation + reportD: dict + report dictionary + + Returns + ------- + parameterDict : dict + dictionary listing name of parameter and value; release mass, final time step and current mast + reportD: dict + upated report dictionary with info on simulation + """ # Initialise parameter dictionary parameterDict = {} # Read log file - fileName = pathlib.Path(avaDir, 'Outputs', 'com1DFAOrig', 'start%s.log' % (simName)) + fileName = pathlib.Path(avaDir, "Outputs", "com1DFAOrig", "start%s.log" % (simName)) logDict = extractLogInfo(fileName) - stopCrit = logDict['stopCrit'] + stopCrit = logDict["stopCrit"] # Set values in dictionary - parameterDict['release mass [kg]'] = logDict['mass'][0] - parameterDict['final time step [s]'] = logDict['time'][-1] - parameterDict['current mass [kg]'] = logDict['mass'][-1] - if stopCrit != '': - parameterDict['stop criterion'] = logDict['stopCrit'] + parameterDict["release mass [kg]"] = logDict["mass"][0] + parameterDict["final time step [s]"] = logDict["time"][-1] + parameterDict["current mass [kg]"] = logDict["mass"][-1] + if stopCrit != "": + parameterDict["stop criterion"] = logDict["stopCrit"] else: - parameterDict['stop criterion'] = 'end time reached: %.2f s' % logDict['time'][-1] - parameterDict['Avalanche run time [s]'] = '%.2f' % logDict['stopTime'] - parameterDict['CPU time [s]'] = logDict['stopTime'] - - reportD['Simulation Parameters'].update({'Stop criterion': parameterDict['stop criterion']}) - reportD['Simulation Parameters'].update({'Avalanche run time [s]': parameterDict['final time step [s]']}) - reportD['Simulation Parameters'].update({'Initial mass [kg]': ('%.2f' % parameterDict['release mass [kg]'])}) - reportD['Simulation Parameters'].update({'Final mass [kg]': ('%.2f' % parameterDict['current mass [kg]'])}) + parameterDict["stop criterion"] = "end time reached: %.2f s" % logDict["time"][-1] + parameterDict["Avalanche run time [s]"] = "%.2f" % logDict["stopTime"] + parameterDict["CPU time [s]"] = logDict["stopTime"] + + reportD["Simulation Parameters"].update({"Stop criterion": parameterDict["stop criterion"]}) + reportD["Simulation Parameters"].update({"Avalanche run time [s]": parameterDict["final time step [s]"]}) + reportD["Simulation Parameters"].update( + {"Initial mass [kg]": ("%.2f" % parameterDict["release mass [kg]"])} + ) + reportD["Simulation Parameters"].update( + {"Final mass [kg]": ("%.2f" % parameterDict["current mass [kg]"])} + ) return parameterDict, reportD def extractLogInfo(fileName): - """ read log file and extract info on time, mass stop criterion + """read log file and extract info on time, mass stop criterion - Parameters - ----------- - fileName: str or pathlib path - path to log file + Parameters + ----------- + fileName: str or pathlib path + path to log file - Returns - -------- - logDict: dict - dictionary with arrays for mass entrained mass time step - and info on simulation run and stop criterion""" + Returns + -------- + logDict: dict + dictionary with arrays for mass entrained mass time step + and info on simulation run and stop criterion""" time = [] mass = [] entrMass = [] - stopCrit = '' + stopCrit = "" indRun = [0] countMass = 0 - with open(fileName, 'r') as file: + with open(fileName, "r") as file: for line in file: if "computing time step" in line: ltime = line.split()[3] - timeNum = ltime.split('...')[0] + timeNum = ltime.split("...")[0] time.append(float(timeNum)) elif "entrained DFA mass" in line: entrMass.append(float(line.split()[3])) @@ -181,38 +185,44 @@ def extractLogInfo(fileName): mass.append(float(line.split()[3])) countMass = countMass + 1 elif "Kinetische Energie" in line: - stopCrit = 'kinetic energy %.2f of peak KE' % (float(line.split()[3])) + stopCrit = "kinetic energy %.2f of peak KE" % (float(line.split()[3])) elif "terminated" in line: stopTime = float(line.split()[5]) indRun.append(countMass) - logDict = {'time': np.asarray(time), 'mass': np.asarray(mass), 'stopTime': stopTime, - 'entrMass': np.asarray(entrMass), 'indRun': indRun, 'stopCrit': stopCrit} + logDict = { + "time": np.asarray(time), + "mass": np.asarray(mass), + "stopTime": stopTime, + "entrMass": np.asarray(entrMass), + "indRun": indRun, + "stopCrit": stopCrit, + } return logDict -def checkIfFileExists(filePath, fileType=''): - """ test if file exists if not throw error +def checkIfFileExists(filePath, fileType=""): + """test if file exists if not throw error - Parameters - ----------- - filePath: pathlib path - path to file - fileType: str - string for error message which kind of file is not found + Parameters + ----------- + filePath: pathlib path + path to file + fileType: str + string for error message which kind of file is not found """ if not isinstance(filePath, pathlib.PurePath): filePath = pathlib.Path(filePath) if not filePath.is_file(): - message = 'No %s file found called: %s' % (fileType, str(filePath)) + message = "No %s file found called: %s" % (fileType, str(filePath)) log.error(message) raise FileNotFoundError(message) def checkCommonSims(logName, localLogName): - """ Check which files are common between local and full ExpLog """ + """Check which files are common between local and full ExpLog""" if os.path.isfile(localLogName) is False: localLogName = logName @@ -222,114 +232,116 @@ def checkCommonSims(logName, localLogName): logDictLocal = readLogFile # Identify common simulations - setSim = set(logDictLocal['simName']) - indSims = [i for i, item in enumerate(logDict['simName']) if item in setSim] + setSim = set(logDictLocal["simName"]) + indSims = [i for i, item in enumerate(logDict["simName"]) if item in setSim] - log.info('Common simulations are: %d' % indSims) + log.info("Common simulations are: %d" % indSims) return indSims def getFilterDict(cfg, section): - """ Create parametersDict from ini file, for filtering simulations + """Create parametersDict from ini file, for filtering simulations - Parameters - ----------- - cfg: configParser object - configuration with information on filtering criteria - section: str - section of cfg where filtering criteria can be found + Parameters + ----------- + cfg: configParser object + configuration with information on filtering criteria + section: str + section of cfg where filtering criteria can be found - Returns - --------- - parametersDict : dict - dictionary with parameter and parameter values for filtering simulation results + Returns + --------- + parametersDict : dict + dictionary with parameter and parameter values for filtering simulation results """ parametersDict = {} if cfg.has_section(section): for key, value in cfg.items(section): - if value == '': + if value == "": parametersDict.pop(key, None) - elif ':' in value or '|' in value: + elif ":" in value or "|" in value: locValue = splitIniValueToArraySteps(value) parametersDict[key] = locValue - log.info('Filter simulations that match %s: %s' % (key, locValue)) - elif '>' in value: + log.info("Filter simulations that match %s: %s" % (key, locValue)) + elif ">" in value: parametersDict[key] = [value] - log.info('Filter simulations where %s is greater than %s' % (key, value)) - elif '<' in value: + log.info("Filter simulations where %s is greater than %s" % (key, value)) + elif "<" in value: parametersDict[key] = [value] - log.info('Filter simulations where %s is smaller than %s' % (key, value)) + log.info("Filter simulations where %s is smaller than %s" % (key, value)) elif isinstance(value, str): - testValue = value.replace('.', '') + testValue = value.replace(".", "") if testValue.isdigit(): parametersDict[key] = [float(value)] else: parametersDict[key] = [value] - log.info('Filter simulations that match %s: %s' % (key, value)) + log.info("Filter simulations that match %s: %s" % (key, value)) else: - log.warning('No section %s in configuration file found - cannot create dict for filtering' % section) + log.warning("No section %s in configuration file found - cannot create dict for filtering" % section) return parametersDict def splitIniValueToArraySteps(cfgValues, returnList=False): - """ read values in ini file and return numpy array or list if the items are strings; - values can either be separated by | or provided in start:end:numberOfSteps format - if separated by : or $ also optional add one additional value using & - if format of refVal$percent$steps is used - an array is created with +- percent of refVal in nsteps - - Parameters - ---------- - cfgValues : str - values of parameter to be read from ini file - returnList: bool - if True force to return values as list - - Returns - -------- - items : 1D numpy array or list - values as 1D numpy array or list (in the case of strings) + """read values in ini file and return numpy array or list if the items are strings; + values can either be separated by | or provided in start:end:numberOfSteps format + if separated by : or $ also optional add one additional value using & + if format of refVal$percent$steps is used - an array is created with +- percent of refVal in nsteps + + Parameters + ---------- + cfgValues : str + values of parameter to be read from ini file + returnList: bool + if True force to return values as list + + Returns + -------- + items : 1D numpy array or list + values as 1D numpy array or list (in the case of strings) """ - if ':' in cfgValues: - if '&' in cfgValues: - itemsInputBig = cfgValues.split('&') - itemsInput = itemsInputBig[0].split(':') + if ":" in cfgValues: + if "&" in cfgValues: + itemsInputBig = cfgValues.split("&") + itemsInput = itemsInputBig[0].split(":") else: - itemsInput = cfgValues.split(':') + itemsInput = cfgValues.split(":") items = np.linspace(float(itemsInput[0]), float(itemsInput[1]), int(itemsInput[2])) - if '&' in cfgValues: + if "&" in cfgValues: items = np.append(items, float(itemsInputBig[1])) - elif cfgValues == '': + elif cfgValues == "": items = [] - elif '$' in cfgValues: - if '&' in cfgValues: - itemsPBig = cfgValues.split('&') - itemsP = itemsPBig[0].split('$') + elif "$" in cfgValues: + if "&" in cfgValues: + itemsPBig = cfgValues.split("&") + itemsP = itemsPBig[0].split("$") else: - itemsP = cfgValues.split('$') - itemsPRange = (float(itemsP[1]) / 100.) * float(itemsP[0]) + itemsP = cfgValues.split("$") + itemsPRange = (float(itemsP[1]) / 100.0) * float(itemsP[0]) # check if pos or neg or full var - if '-' in itemsP[1] or '+' in itemsP[1]: - items = np.linspace(float(itemsP[0]), float(itemsP[0])+itemsPRange, int(itemsP[2])) + if "-" in itemsP[1] or "+" in itemsP[1]: + items = np.linspace(float(itemsP[0]), float(itemsP[0]) + itemsPRange, int(itemsP[2])) else: - items = np.linspace(float(itemsP[0])-itemsPRange, float(itemsP[0])+itemsPRange, int(itemsP[2])) - if '&' in cfgValues: + items = np.linspace( + float(itemsP[0]) - itemsPRange, float(itemsP[0]) + itemsPRange, int(itemsP[2]) + ) + if "&" in cfgValues: items = np.append(items, float(itemsPBig[1])) else: - itemsL = cfgValues.split('|') + itemsL = cfgValues.split("|") if returnList: items = itemsL else: flagFloat = False flagString = False for its in itemsL: - if its.upper().isupper() and '.e' not in its and '.E' not in its: + if its.upper().isupper() and ".e" not in its and ".E" not in its: flagString = True - if '.' in its: + if "." in its: flagFloat = True if flagString: items = itemsL @@ -342,33 +354,33 @@ def splitIniValueToArraySteps(cfgValues, returnList=False): def splitTimeValueToArrayInterval(cfgValues, endTime): - """ read save time step info from ini file and return numpy array of values + """read save time step info from ini file and return numpy array of values - values can either be separated by | or provided in start:interval format + values can either be separated by | or provided in start:interval format - Parameters - ---------- - cfgValues: str - time steps info - endTime: float - end time + Parameters + ---------- + cfgValues: str + time steps info + endTime: float + end time - Returns - -------- - items : 1D numpy array - time step values as 1D numpy array + Returns + -------- + items : 1D numpy array + time step values as 1D numpy array """ - if ':' in cfgValues: - itemsInput = cfgValues.split(':') + if ":" in cfgValues: + itemsInput = cfgValues.split(":") if float(endTime - float(itemsInput[0])) < float(itemsInput[1]): items = np.array([float(itemsInput[0]), endTime]) else: items = np.arange(float(itemsInput[0]), endTime, float(itemsInput[1])) - elif cfgValues == '': - items = np.array([2*endTime]) + elif cfgValues == "": + items = np.array([2 * endTime]) else: - itemsL = cfgValues.split('|') + itemsL = cfgValues.split("|") items = np.array(itemsL, dtype=float) items = np.sort(items) @@ -378,109 +390,128 @@ def splitTimeValueToArrayInterval(cfgValues, endTime): # make sure the array is not empty # ToDo : make it work without this arbitrary 2*timeEnd if items.size == 0: - items = np.array([2*endTime]) + items = np.array([2 * endTime]) return items -def exportcom1DFAOrigOutput(avaDir, cfg='', addTSteps=False): - """ Export the simulation results from com1DFA output to desired location +def exportcom1DFAOrigOutput(avaDir, cfg="", addTSteps=False): + """Export the simulation results from com1DFA output to desired location - Parameters - ---------- - avaDir: str - path to avalanche directory - cfg : dict - configuration read from ini file that has been used for the com1DFAOrig simulation - addTSteps : bool - if True: first and last time step of flow thickness are exported + Parameters + ---------- + avaDir: str + path to avalanche directory + cfg : dict + configuration read from ini file that has been used for the com1DFAOrig simulation + addTSteps : bool + if True: first and last time step of flow thickness are exported """ # Initialise directories - inputDir = pathlib.Path(avaDir, 'Work', 'com1DFAOrig') - outDir = pathlib.Path(avaDir, 'Outputs', 'com1DFAOrig') - outDirPF = outDir / 'peakFiles' - outDirRep = outDir / 'reports' + inputDir = pathlib.Path(avaDir, "Work", "com1DFAOrig") + outDir = pathlib.Path(avaDir, "Outputs", "com1DFAOrig") + outDirPF = outDir / "peakFiles" + outDirRep = outDir / "reports" makeADir(outDir) makeADir(outDirPF) makeADir(outDirRep) # Read log file information - logName = inputDir / 'ExpLog.txt' - if cfg != '': + logName = inputDir / "ExpLog.txt" + if cfg != "": logDict = readLogFile(logName, cfg) - varPar = cfg['varPar'] + varPar = cfg["varPar"] else: logDict = readLogFile(logName) - varPar = 'Mu' + varPar = "Mu" # Get number of values - sNo = len(logDict['noSim']) + sNo = len(logDict["noSim"]) # Path to com1DFA results - resPath = inputDir / ('FullOutput_%s_' % varPar) + resPath = inputDir / ("FullOutput_%s_" % varPar) if addTSteps is True: - timeStepDir = outDirPF / 'timeSteps' + timeStepDir = outDirPF / "timeSteps" makeADir(timeStepDir) # Export peak files and reports for k in range(sNo): - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - logDict['simName'][k], 'raster', - '%s_pfd.asc' % logDict['simName'][k]) - pathTo = outDirPF / ('%s_%.05f_pft.asc' % (logDict['simName'][k], logDict[varPar][k])) + pathFrom = pathlib.Path( + "%s%.05f" % (resPath, logDict[varPar][k]), + logDict["simName"][k], + "raster", + "%s_pfd.asc" % logDict["simName"][k], + ) + pathTo = outDirPF / ("%s_%.05f_pft.asc" % (logDict["simName"][k], logDict[varPar][k])) shutil.copy(pathFrom, pathTo) if addTSteps is True: - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - logDict['simName'][k], 'raster', - '%s_fd.asc' % logDict['simName'][k]) - pathTo = outDirPF / 'timeSteps' / ('%s_%.05f_tLast_ft.asc' % (logDict['simName'][k], logDict[varPar][k])) + pathFrom = pathlib.Path( + "%s%.05f" % (resPath, logDict[varPar][k]), + logDict["simName"][k], + "raster", + "%s_fd.asc" % logDict["simName"][k], + ) + pathTo = ( + outDirPF + / "timeSteps" + / ("%s_%.05f_tLast_ft.asc" % (logDict["simName"][k], logDict[varPar][k])) + ) shutil.copy(pathFrom, pathTo) - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - logDict['simName'][k], 'raster', - '%s_ppr.asc' % logDict['simName'][k]) - pathTo = outDirPF / ('%s_%.05f_ppr.asc' % (logDict['simName'][k], logDict[varPar][k])) + pathFrom = pathlib.Path( + "%s%.05f" % (resPath, logDict[varPar][k]), + logDict["simName"][k], + "raster", + "%s_ppr.asc" % logDict["simName"][k], + ) + pathTo = outDirPF / ("%s_%.05f_ppr.asc" % (logDict["simName"][k], logDict[varPar][k])) shutil.copy(pathFrom, pathTo) - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - logDict['simName'][k], 'raster', - '%s_pv.asc' % logDict['simName'][k]) - pathTo = outDirPF / ('%s_%.05f_pfv.asc' % (logDict['simName'][k], logDict[varPar][k])) + pathFrom = pathlib.Path( + "%s%.05f" % (resPath, logDict[varPar][k]), + logDict["simName"][k], + "raster", + "%s_pv.asc" % logDict["simName"][k], + ) + pathTo = outDirPF / ("%s_%.05f_pfv.asc" % (logDict["simName"][k], logDict[varPar][k])) shutil.copy(pathFrom, pathTo) - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - '%s.html' % logDict['simName'][k]) - pathTo = outDirRep / ('%s_%.05f.html' % (logDict['simName'][k], logDict[varPar][k])) + pathFrom = pathlib.Path("%s%.05f" % (resPath, logDict[varPar][k]), "%s.html" % logDict["simName"][k]) + pathTo = outDirRep / ("%s_%.05f.html" % (logDict["simName"][k], logDict[varPar][k])) shutil.copy(pathFrom, pathTo) if addTSteps is True: # Export peak files and reports for k in range(sNo): - pathFrom = pathlib.Path('%s%.05f' % (resPath, logDict[varPar][k]), - '%s_tFirst_fd.txt' % logDict['simName'][k]) - pathTo = outDirPF / 'timeSteps' / ('%s_%.05f_tFirst_fd.asc' % (logDict['simName'][k], - logDict[varPar][k])) + pathFrom = pathlib.Path( + "%s%.05f" % (resPath, logDict[varPar][k]), "%s_tFirst_fd.txt" % logDict["simName"][k] + ) + pathTo = ( + outDirPF + / "timeSteps" + / ("%s_%.05f_tFirst_fd.asc" % (logDict["simName"][k], logDict[varPar][k])) + ) shutil.copy(pathFrom, pathTo) # Export ExpLog to Outputs/com1DFA - shutil.copy2(pathlib.Path('%s' % inputDir, 'ExpLog.txt'), outDir) + shutil.copy2(pathlib.Path("%s" % inputDir, "ExpLog.txt"), outDir) -def fetchFlowFields(flowFieldsDir, suffix=''): - """ fetch paths to all desired flow fields within folder +def fetchFlowFields(flowFieldsDir, suffix=""): + """fetch paths to all desired flow fields within folder - Parameters - ------------ - flowFieldsDir: str or pathlib path - path to flow field ascii files - suffix: str - suffix in flow field name to be searched for + Parameters + ------------ + flowFieldsDir: str or pathlib path + path to flow field ascii files + suffix: str + suffix in flow field name to be searched for - Returns - -------- - flowFields: list - list of pathlib paths to flow fields + Returns + -------- + flowFields: list + list of pathlib paths to flow fields """ @@ -488,22 +519,22 @@ def fetchFlowFields(flowFieldsDir, suffix=''): if isinstance(flowFieldsDir, pathlib.PurePath): flowFieldsDir = pathlib.Path(flowFieldsDir) - if suffix == '': - searchString = '*.asc' + if suffix == "": + searchString = "*.asc" else: - searchString = '*%s*.asc' % suffix + searchString = "*%s*.asc" % suffix flowFields = list(flowFieldsDir.glob(searchString)) return flowFields def fileNotFoundMessage(messageName): - """ throw error if file not found with message and path + """throw error if file not found with message and path - Parameters - ----------- - messageName: str - error message + Parameters + ----------- + messageName: str + error message """ @@ -512,215 +543,237 @@ def fileNotFoundMessage(messageName): # ToDo Maybe try to use makeSimFromResDF instead of makeSimDF -def makeSimDF(inputDir, avaDir='', simID='simID'): - """ Create a dataFrame that contains all info on simulations - - this can then be used to filter simulations for example - - Parameters - ---------- - inputDir : str - path to directory of simulation results - avaDir : str - optional - path to avalanche directory - simID : str - optional - simulation identification, depending on the computational module: - com1DFA: simHash - com1DFAOrig: Mu or parameter that has been used in parameter variation - - Returns - ------- - dataDF : dataFrame - dataframe with full file path, file name, release area scenario, simulation type (null, entres, etc.), - model type (dfa, ref, etc.), simID, result type (ppr, pft, etc.), simulation name, - cell size and optional name of avalanche, optional time step +def makeSimDF(inputDir, avaDir="", simID="simID"): + """Create a dataFrame that contains all info on simulations + + this can then be used to filter simulations for example + + Parameters + ---------- + inputDir : str + path to directory of simulation results + avaDir : str + optional - path to avalanche directory + simID : str + optional - simulation identification, depending on the computational module: + com1DFA: simHash + com1DFAOrig: Mu or parameter that has been used in parameter variation + + Returns + ------- + dataDF : dataFrame + dataframe with full file path, file name, release area scenario, simulation type (null, entres, etc.), + model type (dfa, ref, etc.), simID, result type (ppr, pft, etc.), simulation name, + cell size and optional name of avalanche, optional time step """ # Load input datasets from input directory if isinstance(inputDir, pathlib.Path) is False: inputDir = pathlib.Path(inputDir) - # TODO: what if asc and tif? - datafiles = list(inputDir.glob('*.asc')) + list(inputDir.glob('*.tif')) + datafiles = list(inputDir.glob("*.asc")) + list(inputDir.glob("*.tif")) # Sort datafiles by name datafiles = sorted(datafiles) # Set name of avalanche if avaDir is given # Make dictionary of input data info - data = {'files': [], 'names': [], 'resType': [], 'simType': [], 'isDefault': [], - 'frictCalib': [], 'simName': [], - 'modelType': [], 'releaseArea': [], 'cellSize': [], simID: [], 'timeStep': []} + data = { + "files": [], + "names": [], + "resType": [], + "simType": [], + "isDefault": [], + "frictCalib": [], + "simName": [], + "modelType": [], + "releaseArea": [], + "cellSize": [], + simID: [], + "timeStep": [], + } # Set name of avalanche if avaDir is given - if avaDir != '': + if avaDir != "": avaDir = pathlib.Path(avaDir) avaName = avaDir.name - data.update({'avaName': []}) + data.update({"avaName": []}) for m in range(len(datafiles)): - data['files'].append(datafiles[m]) + data["files"].append(datafiles[m]) name = datafiles[m].stem - data['names'].append(name) - if '_AF_' in name: - nameParts = name.split('_AF_') - fNamePart = nameParts[0] + '_AF' + data["names"].append(name) + if "_AF_" in name: + nameParts = name.split("_AF_") + fNamePart = nameParts[0] + "_AF" relNameSim = nameParts[0] - infoParts = nameParts[1].split('_') + infoParts = nameParts[1].split("_") else: - nameParts = name.split('_') + nameParts = name.split("_") fNamePart = nameParts[0] relNameSim = nameParts[0] infoParts = nameParts[1:] - data['releaseArea'].append(relNameSim) + data["releaseArea"].append(relNameSim) data[simID].append(infoParts[0]) - indiStr = ['_C_', '_D_'] + indiStr = ["_C_", "_D_"] if any(x in name for x in indiStr): - data['isDefault'].append(infoParts[1]) + data["isDefault"].append(infoParts[1]) # now check for friction calibration info - frictIndi = ['_S_', '_M_', '_L_'] + frictIndi = ["_S_", "_M_", "_L_"] if any(x in name for x in frictIndi): - data['frictCalib'].append(infoParts[2]) + data["frictCalib"].append(infoParts[2]) j = 1 # j indicates whether there's an additional info else: - data['frictCalib'].append(None) + data["frictCalib"].append(None) j = 0 - data['simType'].append(infoParts[2+j]) - data['modelType'].append(infoParts[3+j]) - data['resType'].append(infoParts[4+j]) - data['simName'].append(fNamePart + '_' + ('_'.join(infoParts[0:(4+j)]))) + data["simType"].append(infoParts[2 + j]) + data["modelType"].append(infoParts[3 + j]) + data["resType"].append(infoParts[4 + j]) + data["simName"].append(fNamePart + "_" + ("_".join(infoParts[0: (4 + j)]))) header = IOf.readRasterHeader(datafiles[m]) - data['cellSize'].append(header['cellsize']) - if len(infoParts) == (6+j): - data['timeStep'].append(infoParts[5+j]) + data["cellSize"].append(header["cellsize"]) + if len(infoParts) == (6 + j): + data["timeStep"].append(infoParts[5 + j]) else: - data['timeStep'].append('') + data["timeStep"].append("") # If it still is an 'old' simname # This can be removed at one point else: - data['isDefault'].append(None) - data['frictCalib'].append(None) - data['simType'].append(infoParts[1]) - data['modelType'].append(infoParts[2]) - data['resType'].append(infoParts[3]) - data['simName'].append(fNamePart + '_' + ('_'.join(infoParts[0:3]))) + data["isDefault"].append(None) + data["frictCalib"].append(None) + data["simType"].append(infoParts[1]) + data["modelType"].append(infoParts[2]) + data["resType"].append(infoParts[3]) + data["simName"].append(fNamePart + "_" + ("_".join(infoParts[0:3]))) header = IOf.readRasterHeader(datafiles[m]) - data['cellSize'].append(header['cellsize']) + data["cellSize"].append(header["cellsize"]) if len(infoParts) == 5: - data['timeStep'].append(infoParts[4]) + data["timeStep"].append(infoParts[4]) else: - data['timeStep'].append('') + data["timeStep"].append("") # Set name of avalanche if avaDir is given - if avaDir != '': - data['avaName'].append(avaName) + if avaDir != "": + data["avaName"].append(avaName) dataDF = pd.DataFrame.from_dict(data) return dataDF -def makeSimFromResDF(avaDir, comModule, inputDir='', simName=''): - """ Create a dataFrame that contains all info on simulations in output/comModule/peakFiles - - One line for each simulation - so all peakfiles that belong to one simulation are listed in one line - that corresponds to that simulation - - Parameters - ---------- - avaDir : str - path to avalanche directory - comModule : str - module used to create the results - inputDir : str - optional - path to directory of simulation results - simName : str - optional - key phrase to be found in the simulation result name - - Returns - ------- - dataDF : dataFrame - dataframe with for each simulation, the full file path, file name, release area scenario, - simulation type (null, entres, etc.), model type (dfa, ref, etc.), simID, - path to result files (ppr, pft, etc.), simulation name, - cell size and optional name of avalanche, optional time step - resTypeListAll: list - list of res types available for all simulations +def makeSimFromResDF(avaDir, comModule, inputDir="", simName=""): + """Create a dataFrame that contains all info on simulations in output/comModule/peakFiles + + One line for each simulation - so all peakfiles that belong to one simulation are listed in one line + that corresponds to that simulation + + Parameters + ---------- + avaDir : str + path to avalanche directory + comModule : str + module used to create the results + inputDir : str + optional - path to directory of simulation results + simName : str + optional - key phrase to be found in the simulation result name + + Returns + ------- + dataDF : dataFrame + dataframe with for each simulation, the full file path, file name, release area scenario, + simulation type (null, entres, etc.), model type (dfa, ref, etc.), simID, + path to result files (ppr, pft, etc.), simulation name, + cell size and optional name of avalanche, optional time step + resTypeListAll: list + list of res types available for all simulations """ # get path to folder containing the raster files - if inputDir == '': - inputDir = pathlib.Path(avaDir, 'Outputs', comModule, 'peakFiles') + if inputDir == "": + inputDir = pathlib.Path(avaDir, "Outputs", comModule, "peakFiles") if isinstance(inputDir, pathlib.Path) is False: inputDir = pathlib.Path(inputDir) if inputDir.is_dir() is False: - message = 'Input directory %s does not exist - check anaMod' % inputDir + message = "Input directory %s does not exist - check anaMod" % inputDir log.error(message) raise FileNotFoundError(message) # Load input datasets from input directory - if simName != '': - name = '*' + simName + '*.asc' + if simName != "": + ascName = "*" + simName + "*.asc" + tifName = "*" + simName + "*.tif" + else: - name = '*.asc' - datafiles = list(inputDir.glob(name)) + ascName = "*.asc" + tifName = "*.tif" + + datafiles = list(inputDir.glob(ascName)) + list(inputDir.glob(tifName)) # build the result data frame - resTypeListFromFiles = list(set([file.stem.split('_')[-1] for file in datafiles])) - columnsList = ['simName', 'releaseArea', 'simHash', 'simModified', 'simType', 'modelType', 'cellSize'] + resTypeListFromFiles + resTypeListFromFiles = list(set([file.stem.split("_")[-1] for file in datafiles])) + columnsList = [ + "simName", + "releaseArea", + "simHash", + "simModified", + "simType", + "modelType", + "cellSize", + ] + resTypeListFromFiles dataDF = pd.DataFrame(columns=columnsList) resTypeListOne = [] for file in datafiles: name = file.stem - if '_AF_' in name: - nameParts = name.split('_AF_') - fNamePart = nameParts[0] + '_AF' + if "_AF_" in name: + nameParts = name.split("_AF_") + fNamePart = nameParts[0] + "_AF" relNameSim = nameParts[0] - infoParts = nameParts[1].split('_') + infoParts = nameParts[1].split("_") resType = infoParts[-1] else: - nameParts = name.split('_') + nameParts = name.split("_") fNamePart = nameParts[0] relNameSim = nameParts[0] infoParts = nameParts[1:] resType = infoParts[-1] - simName = fNamePart + '_' + ('_'.join(infoParts[0:-1])) + simName = fNamePart + "_" + ("_".join(infoParts[0:-1])) # add line in the DF if the simulation does not exist yet if simName not in dataDF.simName.values: - newLine = pd.DataFrame([[simName]], columns=['simName'], index=[simName]) + newLine = pd.DataFrame([[simName]], columns=["simName"], index=[simName]) dataDF = pd.concat([dataDF, newLine], ignore_index=False) - dataDF.loc[simName, 'releaseArea'] = relNameSim - dataDF.loc[simName, 'simHash'] = infoParts[0] + dataDF.loc[simName, "releaseArea"] = relNameSim + dataDF.loc[simName, "simHash"] = infoParts[0] # TODO: remove once all simNames are updated to include C or D as simModified - if len(infoParts) == 6: #this is the _C_M_ etc variant - dataDF.loc[simName, 'simModified'] = infoParts[1] - dataDF.loc[simName, 'simType'] = infoParts[3] - dataDF.loc[simName, 'modelType'] = infoParts[4] + if len(infoParts) == 6: # this is the _C_M_ etc variant + dataDF.loc[simName, "simModified"] = infoParts[1] + dataDF.loc[simName, "simType"] = infoParts[3] + dataDF.loc[simName, "modelType"] = infoParts[4] elif len(infoParts) == 5: - dataDF.loc[simName, 'simModified'] = infoParts[1] - dataDF.loc[simName, 'simType'] = infoParts[2] - dataDF.loc[simName, 'modelType'] = infoParts[3] + dataDF.loc[simName, "simModified"] = infoParts[1] + dataDF.loc[simName, "simType"] = infoParts[2] + dataDF.loc[simName, "modelType"] = infoParts[3] elif len(infoParts) == 4: - dataDF.loc[simName, 'simModified'] = 'not specified' - dataDF.loc[simName, 'simType'] = infoParts[1] - dataDF.loc[simName, 'modelType'] = infoParts[2] + dataDF.loc[simName, "simModified"] = "not specified" + dataDF.loc[simName, "simType"] = infoParts[1] + dataDF.loc[simName, "modelType"] = infoParts[2] else: - message = 'simName format not recognized for simName: %s' % simName + message = "simName format not recognized for simName: %s" % simName log.error(message) raise AssertionError(message) # add info about the cell size header = IOf.readRasterHeader(file) - dataDF.loc[simName, 'cellSize'] = header['cellsize'] + dataDF.loc[simName, "cellSize"] = header["cellsize"] # add full path to resType dataDF.loc[simName, resType] = pathlib.Path(file) # list all res types found diff --git a/avaframe/in3Utils/generateTopo.py b/avaframe/in3Utils/generateTopo.py index 1e6aa2366..4588c1384 100644 --- a/avaframe/in3Utils/generateTopo.py +++ b/avaframe/in3Utils/generateTopo.py @@ -2,7 +2,6 @@ Create generic/idealised topographies """ - # load modules import logging import numpy as np @@ -10,6 +9,7 @@ from scipy.stats import norm from scipy.interpolate import griddata import pathlib +from rasterio.crs import CRS from avaframe.in3Utils import geoTrans import avaframe.in2Trans.rasterUtils as IOf @@ -20,31 +20,31 @@ def getParabolaParams(cfg): - """ Compute parameters for parabola """ + """Compute parameters for parabola""" # input parameters - C = float(cfg['TOPO']['C']) - fLens = float(cfg['TOPO']['fLens']) - meanAlpha = float(cfg['TOPO']['meanAlpha']) + C = float(cfg["TOPO"]["C"]) + fLens = float(cfg["TOPO"]["fLens"]) + meanAlpha = float(cfg["TOPO"]["meanAlpha"]) # If mean slope is given or distance to the start of the flat plane if meanAlpha != 0: fLen = C / np.tan(np.radians(meanAlpha)) - log.info('fLen computed from mean alpha: %.2f meters' % fLen) + log.info("fLen computed from mean alpha: %.2f meters" % fLen) else: fLen = fLens - log.info('flen directly set to: %.2f meters' % fLen) + log.info("flen directly set to: %.2f meters" % fLen) A = C / (fLen**2) - B = (-C * 2.) / fLen + B = (-C * 2.0) / fLen return A, B, fLen def getGridDefs(cfg): # determine number of rows and columns to define domain - dx = float(cfg['TOPO']['dx']) - xEnd = float(cfg['TOPO']['xEnd']) - yEnd = float(cfg['TOPO']['yEnd']) + dx = float(cfg["TOPO"]["dx"]) + xEnd = float(cfg["TOPO"]["xEnd"]) + yEnd = float(cfg["TOPO"]["yEnd"]) return dx, xEnd, yEnd @@ -52,8 +52,8 @@ def getGridDefs(cfg): def computeCoordGrid(dx, xEnd, yEnd): # Compute coordinate grid - xv = np.arange(0, xEnd+dx, dx) - yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd+dx), dx) + xv = np.arange(0, xEnd + dx, dx) + yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd + dx), dx) nRows = len(yv) nCols = len(xv) x, y = np.meshgrid(xv, yv) @@ -63,11 +63,11 @@ def computeCoordGrid(dx, xEnd, yEnd): def flatplane(cfg): - """ Compute coordinates of flat plane topography """ + """Compute coordinates of flat plane topography""" dx, xEnd, yEnd = getGridDefs(cfg) - zElev = float(cfg['TOPO']['zElev']) + zElev = float(cfg["TOPO"]["zElev"]) xv, yv, zv, x, y, nRows, nCols = computeCoordGrid(dx, xEnd, yEnd) @@ -75,22 +75,22 @@ def flatplane(cfg): zv = zv + zElev # Log info here - log.info('Flatplane coordinates computed') + log.info("Flatplane coordinates computed") return x, y, zv def inclinedplane(cfg): - """ Compute coordinates of inclined plane with given slope (meanAlpha)""" + """Compute coordinates of inclined plane with given slope (meanAlpha)""" # input parameters dx, xEnd, yEnd = getGridDefs(cfg) - z0 = float(cfg['TOPO']['z0']) - meanAlpha = float(cfg['TOPO']['meanAlpha']) + z0 = float(cfg["TOPO"]["z0"]) + meanAlpha = float(cfg["TOPO"]["meanAlpha"]) - cFf = float(cfg['CHANNELS']['cff']) - cRadius = float(cfg['CHANNELS']['cRadius']) + cFf = float(cfg["CHANNELS"]["cff"]) + cRadius = float(cfg["CHANNELS"]["cRadius"]) xv, yv, zv, x, y, nRows, nCols = computeCoordGrid(dx, xEnd, yEnd) @@ -98,7 +98,7 @@ def inclinedplane(cfg): zv = z0 - np.tan(np.radians(meanAlpha)) * x # If a channel shall be introduced - if cfg['TOPO'].getboolean('channel'): + if cfg["TOPO"].getboolean("channel"): # Compute cumulative distribution function and set horizontal extent of channel c0 = norm.cdf(xv, 0, cFf) cExtent = cRadius @@ -108,22 +108,22 @@ def inclinedplane(cfg): # make half sphere shaped channel with radius given by channel horizontal extent mask = np.zeros(np.shape(yv)) mask[np.where(abs(yv) < cExtent)] = 1 - if cfg['TOPO'].getboolean('topoAdd'): - zv = zv + cExtent*c0*(1. - np.sqrt(np.abs(1. - (np.square(yv) / (cExtent**2)))))*mask + if cfg["TOPO"].getboolean("topoAdd"): + zv = zv + cExtent * c0 * (1.0 - np.sqrt(np.abs(1.0 - (np.square(yv) / (cExtent ** 2))))) * mask mask = np.zeros(np.shape(yv)) mask[np.where(abs(yv) >= cExtent)] = 1 - zv = zv + cExtent*c0*mask + zv = zv + cExtent * c0 * mask else: - zv = zv - cExtent*c0*np.sqrt(np.abs(1. - (np.square(yv) / (cExtent**2))))*mask + zv = zv - cExtent * c0 * np.sqrt(np.abs(1.0 - (np.square(yv) / (cExtent ** 2)))) * mask # Log info here - log.info('Inclined plane coordinates computed') + log.info("Inclined plane coordinates computed") return x, y, zv def addDrop(cfg, x, y, zv): - """ Add a drop to a given topography + """Add a drop to a given topography The drop is added in the x drection @@ -147,9 +147,9 @@ def addDrop(cfg, x, y, zv): # input parameters dx, xEnd, yEnd = getGridDefs(cfg) - xStartDrop = float(cfg['DROP']['xStartDrop']) - dxDrop = float(cfg['DROP']['dxDrop']) - alphaDrop = float(cfg['DROP']['alphaDrop']) + xStartDrop = float(cfg["DROP"]["xStartDrop"]) + dxDrop = float(cfg["DROP"]["dxDrop"]) + alphaDrop = float(cfg["DROP"]["alphaDrop"]) # get zcoord # deduce drop height from the drop steepness and length in x direction @@ -158,44 +158,58 @@ def addDrop(cfg, x, y, zv): nrows, ncols = np.shape(x) # get the z coordinate of the point at the beginning of the drop - zIniDrop, _ = geoTrans.projectOnGrid(xStartDrop*np.ones((nrows)), y[:, 0], - np.vstack((zv[0, :], zv)), csz=dx, - xllc=x[0, 0], yllc=y[0, 0], interp='bilinear') + zIniDrop, _ = geoTrans.projectOnGrid( + xStartDrop * np.ones((nrows)), + y[:, 0], + np.vstack((zv[0, :], zv)), + csz=dx, + xllc=x[0, 0], + yllc=y[0, 0], + interp="bilinear", + ) zIniDrop = np.tile(zIniDrop, (ncols, 1)).transpose() # get the z coordinate of the point at the end of the drop - zEndDrop, _ = geoTrans.projectOnGrid(xEndDrop*np.ones((nrows)), y[:, 0], - np.vstack((zv[0, :], zv)), csz=dx, - xllc=x[0, 0], yllc=y[0, 0], interp='bilinear') + zEndDrop, _ = geoTrans.projectOnGrid( + xEndDrop * np.ones((nrows)), + y[:, 0], + np.vstack((zv[0, :], zv)), + csz=dx, + xllc=x[0, 0], + yllc=y[0, 0], + interp="bilinear", + ) zEndDrop = np.tile(zEndDrop, (ncols, 1)).transpose() # Set surface elevation from slope and max. elevation - zv = np.where(((x >= xStartDrop) & (x <= xEndDrop)), - zIniDrop - (x - xStartDrop)*np.tan(np.radians(alphaDrop)), - zv) + zv = np.where( + ((x >= xStartDrop) & (x <= xEndDrop)), + zIniDrop - (x - xStartDrop) * np.tan(np.radians(alphaDrop)), + zv, + ) zv = np.where(x > xEndDrop, zv - (dzDrop + zEndDrop - zIniDrop), zv) # Log info here - log.info('Added drop to the topography') + log.info("Added drop to the topography") return zv def hockey(cfg): """ - Compute coordinates of an inclined plane with a flat foreland defined by - total fall height z0, angle to flat foreland (meanAlpha) and a radius (rCirc) to - smooth the transition from inclined plane to flat foreland + Compute coordinates of an inclined plane with a flat foreland defined by + total fall height z0, angle to flat foreland (meanAlpha) and a radius (rCirc) to + smooth the transition from inclined plane to flat foreland """ # input parameters - rCirc = float(cfg['TOPO']['rCirc']) - meanAlpha = float(cfg['TOPO']['meanAlpha']) - z0 = float(cfg['TOPO']['z0']) + rCirc = float(cfg["TOPO"]["rCirc"]) + meanAlpha = float(cfg["TOPO"]["meanAlpha"]) + z0 = float(cfg["TOPO"]["z0"]) - cff = float(cfg['CHANNELS']['cff']) - cRadius = float(cfg['CHANNELS']['cRadius']) - cInit = float(cfg['CHANNELS']['cInit']) - cMustart = float(cfg['CHANNELS']['cMustart']) - cMuendFP = float(cfg['CHANNELS']['cMuendFP']) + cff = float(cfg["CHANNELS"]["cff"]) + cRadius = float(cfg["CHANNELS"]["cRadius"]) + cInit = float(cfg["CHANNELS"]["cInit"]) + cMustart = float(cfg["CHANNELS"]["cMustart"]) + cMuendFP = float(cfg["CHANNELS"]["cMuendFP"]) dx, xEnd, yEnd = getGridDefs(cfg) @@ -205,12 +219,14 @@ def hockey(cfg): # Compute distance to flat foreland for given meanAlpha x1 = z0 / np.tan(np.radians(meanAlpha)) if x1 >= xEnd * 0.9: - log.warning('Your domain (xEnd) is to small or the slope angle (meanAlpha) to' - 'shallow to produce a signifcant (>10 percent of domain, in your case:' - ' %.2f m) flat foreland!' % (0.1 * (xEnd - dx))) + log.warning( + "Your domain (xEnd) is to small or the slope angle (meanAlpha) to" + "shallow to produce a signifcant (>10 percent of domain, in your case:" + " %.2f m) flat foreland!" % (0.1 * (xEnd - dx)) + ) # Compute circle parameters for smoothing the transition - beta = (0.5 * (180. - (meanAlpha))) + beta = 0.5 * (180.0 - (meanAlpha)) xc = rCirc / np.tan(np.radians(beta)) yc = xc * np.cos(np.radians(meanAlpha)) xCirc = x1 + xc @@ -221,19 +237,19 @@ def hockey(cfg): zv = np.zeros((nRows, nCols)) mask = np.zeros(np.shape(x)) mask[np.where(x < (x1 - yc))] = 1 - zv = zv + (z0 - np.tan(np.radians(meanAlpha)) * x)*mask + zv = zv + (z0 - np.tan(np.radians(meanAlpha)) * x) * mask mask = np.zeros(np.shape(x)) mask[np.where(((x1 - yc) <= x) & (x <= (x1 + xc)))] = 1 # rCirc + np.sqrt(rCirc**2 - (xv[m] - xCirc)**2) - zv = zv + (rCirc - np.sqrt(np.abs(rCirc**2 - (xCirc - x)**2)))*mask + zv = zv + (rCirc - np.sqrt(np.abs(rCirc ** 2 - (xCirc - x) ** 2))) * mask # If a channel shall be introduced - if cfg['TOPO'].getboolean('channel'): + if cfg["TOPO"].getboolean("channel"): # Compute cumulative distribution function - c1 for upper part (start) # of channel and c2 for lower part (end) of channel c1 = norm.cdf(xv, cMustart * (x1), cff) - c2 = 1. - norm.cdf(xv, cMuendFP * (x1), cff) + c2 = 1.0 - norm.cdf(xv, cMuendFP * (x1), cff) # combine both into one function separated at the the middle of # the channel longprofile location @@ -246,7 +262,7 @@ def hockey(cfg): c0 = c0 + c2 * mask # Is the channel of constant width or narrowing - if cfg['TOPO'].getboolean('narrowing'): + if cfg["TOPO"].getboolean("narrowing"): cExtent = cInit * (1 - c0[:]) + (c0[:] * cRadius) else: cExtent = np.zeros(np.shape(xv)) + cRadius @@ -255,33 +271,33 @@ def hockey(cfg): mask = np.zeros(np.shape(y)) mask[np.where(abs(y) < cExtent)] = 1 # Add surface elevation modification introduced by channel - if cfg['TOPO'].getboolean('topoAdd'): - zv = zv + cExtent*c0*(1. - np.sqrt(np.abs(1. - (np.square(y) / (cExtent**2)))))*mask + if cfg["TOPO"].getboolean("topoAdd"): + zv = zv + cExtent * c0 * (1.0 - np.sqrt(np.abs(1.0 - (np.square(y) / (cExtent ** 2))))) * mask # outside of the channel, add layer of channel thickness mask = np.zeros(np.shape(y)) mask[np.where(abs(y) >= cExtent)] = 1 - zv = zv + cExtent*c0*mask + zv = zv + cExtent * c0 * mask else: - zv = zv - cExtent*c0*np.sqrt(np.abs(1. - (np.square(y) / (cExtent**2))))*mask + zv = zv - cExtent * c0 * np.sqrt(np.abs(1.0 - (np.square(y) / (cExtent ** 2)))) * mask # Log info here - log.info('Hockeystick coordinates computed') + log.info("Hockeystick coordinates computed") return x, y, zv def parabola(cfg): """ - Compute coordinates of a parabolically-shaped slope with a flat foreland - defined by total fall height C, angle (meanAlpha) or distance (fLen) to flat foreland + Compute coordinates of a parabolically-shaped slope with a flat foreland + defined by total fall height C, angle (meanAlpha) or distance (fLen) to flat foreland """ - C = float(cfg['TOPO']['C']) - cff = float(cfg['CHANNELS']['cff']) - cRadius = float(cfg['CHANNELS']['cRadius']) - cInit = float(cfg['CHANNELS']['cInit']) - cMustart = float(cfg['CHANNELS']['cMustart']) - cMuend = float(cfg['CHANNELS']['cMuend']) + C = float(cfg["TOPO"]["C"]) + cff = float(cfg["CHANNELS"]["cff"]) + cRadius = float(cfg["CHANNELS"]["cRadius"]) + cInit = float(cfg["CHANNELS"]["cInit"]) + cMustart = float(cfg["CHANNELS"]["cMustart"]) + cMuend = float(cfg["CHANNELS"]["cMuend"]) # Get grid definitons dx, xEnd, yEnd = getGridDefs(cfg) @@ -298,16 +314,16 @@ def parabola(cfg): superChannel = np.zeros(np.shape(xv)) superDam = np.zeros(np.shape(xv)) - zv = zv * ((-B**2) / (4. * A) + C) + zv = zv * ((-(B ** 2)) / (4.0 * A) + C) mask = np.zeros(np.shape(xv)) mask[np.where(xv < fLen)] = 1 - zv = zv + (A * xv**2 + B * xv + C)*mask + zv = zv + (A * xv ** 2 + B * xv + C) * mask # If a channel shall be introduced - if cfg['TOPO'].getboolean('channel'): + if cfg["TOPO"].getboolean("channel"): c1 = norm.cdf(xv, cMustart * fLen, cff) - c2 = 1. - norm.cdf(xv, cMuend * fLen, cff) + c2 = 1.0 - norm.cdf(xv, cMuend * fLen, cff) # combine both into one function separated at the the middle of # the channel longprofile location @@ -320,7 +336,7 @@ def parabola(cfg): c0 = c0 + c2 * mask # Is the channel of constant width or narrowing - if cfg['TOPO'].getboolean('narrowing'): + if cfg["TOPO"].getboolean("narrowing"): cExtent = cInit * (1 - c0[:]) + (c0[:] * cRadius) else: cExtent = np.zeros(nCols) + cRadius @@ -328,49 +344,54 @@ def parabola(cfg): # Add surface elevation modification introduced by channel mask = np.zeros(np.shape(y)) mask[np.where(abs(y) < cExtent)] = 1 - if cfg['TOPO'].getboolean('topoAdd'): - superChannel = superChannel + cExtent*c0*(1. - np.sqrt(np.abs(1. - (np.square(y) / (cExtent**2)))))*mask + if cfg["TOPO"].getboolean("topoAdd"): + superChannel = ( + superChannel + + cExtent * c0 * (1.0 - np.sqrt(np.abs(1.0 - (np.square(y) / (cExtent ** 2))))) * mask + ) # outside of the channel, add layer of channel thickness mask = np.zeros(np.shape(y)) mask[np.where(abs(y) >= cExtent)] = 1 - superChannel = superChannel + cExtent*c0*mask + superChannel = superChannel + cExtent * c0 * mask else: - superChannel = superChannel - cExtent*c0*np.sqrt(np.abs(1. - (np.square(y) / (cExtent**2))))*mask - - if cfg['TOPO'].getboolean('dam'): - damPos = cfg['DAMS'].getfloat('damPos') - damHeight = cfg['DAMS'].getfloat('damHeight') - damWidth = cfg['DAMS'].getfloat('damWidth') - superDam = norm.pdf(xv, damPos * (-B/2/A), damWidth) + superChannel = ( + superChannel - cExtent * c0 * np.sqrt(np.abs(1.0 - (np.square(y) / (cExtent ** 2)))) * mask + ) + + if cfg["TOPO"].getboolean("dam"): + damPos = cfg["DAMS"].getfloat("damPos") + damHeight = cfg["DAMS"].getfloat("damHeight") + damWidth = cfg["DAMS"].getfloat("damWidth") + superDam = norm.pdf(xv, damPos * (-B / 2 / A), damWidth) superDam = superDam / np.max(superDam) * damHeight - if not cfg['TOPO'].getboolean('topoAdd'): - superDam = superDam - cExtent*c0 + if not cfg["TOPO"].getboolean("topoAdd"): + superDam = superDam - cExtent * c0 # add channel and dam zv = zv + np.maximum(superDam, superChannel) # Log info here - log.info('Parabola with flat outrun coordinates computed') + log.info("Parabola with flat outrun coordinates computed") return x, y, zv def parabolaRotation(cfg): """ - Compute coordinates of a parabolically-shaped slope with a flat foreland - defined by total fall height C, angle (meanAlpha) or distance (fLen) to flat foreland - One parabolic slope in x direction, one sloped with 45° and one with 60° + Compute coordinates of a parabolically-shaped slope with a flat foreland + defined by total fall height C, angle (meanAlpha) or distance (fLen) to flat foreland + One parabolic slope in x direction, one sloped with 45° and one with 60° """ - C = float(cfg['TOPO']['C']) - fFlat = float(cfg['TOPO']['fFlat']) + C = float(cfg["TOPO"]["C"]) + fFlat = float(cfg["TOPO"]["fFlat"]) # Get grid definitons dx, xEnd, yEnd = getGridDefs(cfg) # Compute coordinate grid, with center in (0, 0) - xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd+dx), dx) - yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd+dx), dx) + xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd + dx), dx) + yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd + dx), dx) nRows = len(yv) nCols = len(xv) xv, yv = np.meshgrid(xv, yv) @@ -381,7 +402,7 @@ def parabolaRotation(cfg): # Set surface elevation zv = np.ones((nRows, nCols)) - zv = zv * ((-B**2) / (4. * A) + C) + zv = zv * ((-(B ** 2)) / (4.0 * A) + C) # compute polar coordinates r = np.sqrt(xv**2 + yv**2) theta = np.arctan2(-yv, xv) @@ -392,36 +413,36 @@ def parabolaRotation(cfg): s = createParabolaAxis(phi, theta, r, zv, fLen, fFlat) mask = np.ones(np.shape(s)) - mask[np.where(theta < 2*math.pi/3)] = 0 - mask[np.where(theta <= -5*math.pi/8)] = 1 + mask[np.where(theta < 2 * math.pi / 3)] = 0 + mask[np.where(theta <= -5 * math.pi / 8)] = 1 mask[np.where(s > fLen)] = 0 - zv = zv + (A * s**2 + B * s + C)*mask + zv = zv + (A * s ** 2 + B * s + C) * mask # add parabola sloped 60° with x - phi = math.pi/3 + phi = math.pi / 3 # rotation of the polar coord system to be aligned with the parabola direction s = createParabolaAxis(phi, theta, r, zv, fLen, fFlat) mask = np.ones(np.shape(s)) - mask[np.where(theta > 2*math.pi/3)] = 0 - mask[np.where(theta < math.pi/24)] = 0 + mask[np.where(theta > 2 * math.pi / 3)] = 0 + mask[np.where(theta < math.pi / 24)] = 0 mask[np.where(s > fLen)] = 0 - zv = zv + (A * s**2 + B * s + C)*mask + zv = zv + (A * s ** 2 + B * s + C) * mask # add parabola aligned with x (going from left to right) - phi = -math.pi/4 + phi = -math.pi / 4 # rotation of the polar coord system to be aligned with the parabola direction s = createParabolaAxis(phi, theta, r, zv, fLen, fFlat) # apply the parabola to the corresponding part of the dem mask = np.ones(np.shape(s)) - mask[np.where(theta > math.pi/24)] = 0 - mask[np.where(theta < -5*math.pi/8)] = 0 + mask[np.where(theta > math.pi / 24)] = 0 + mask[np.where(theta < -5 * math.pi / 8)] = 0 mask[np.where(s > fLen)] = 0 - zv = zv + (A * s**2 + B * s + C)*mask + zv = zv + (A * s ** 2 + B * s + C) * mask # Log info here - log.info('Triple parabola with flat foreland coordinates computed') + log.info("Triple parabola with flat foreland coordinates computed") return xv, yv, zv @@ -430,8 +451,8 @@ def createParabolaAxis(phi, theta, r, zv, fLen, fFlat): """create the s coordinate for a lined sloped from theta - phi from x axis""" # rotation of the polar coord system to be aligned with the parabola direction gamma = theta - phi - gamma = np.where(gamma < 0, gamma+2*math.pi, gamma) - gamma = np.where(gamma >= 2*math.pi, gamma-2*math.pi, gamma) + gamma = np.where(gamma < 0, gamma + 2 * math.pi, gamma) + gamma = np.where(gamma >= 2 * math.pi, gamma - 2 * math.pi, gamma) # compute the s in the cartesian coord system aligned with the parabola s = r * np.cos(gamma) # shift this so that origin is at the top of the parabola @@ -441,10 +462,10 @@ def createParabolaAxis(phi, theta, r, zv, fLen, fFlat): def bowl(cfg): - """ Compute coordinates of sphere with given radius (rBwol) """ + """Compute coordinates of sphere with given radius (rBwol)""" # input parameters - rBwol = float(cfg['TOPO']['rBowl']) + rBwol = float(cfg["TOPO"]["rBowl"]) # Get grid definitions dx, xEnd, yEnd = getGridDefs(cfg) @@ -453,39 +474,39 @@ def bowl(cfg): xv, yv, zv, x, y, nRows, nCols = computeCoordGrid(dx, xEnd, yEnd) # recompute xv yv and x, y as they are shifted - xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd+dx), dx) - yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd+dx), dx) + xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd + dx), dx) + yv = np.arange(-0.5 * yEnd, 0.5 * (yEnd + dx), dx) x, y = np.meshgrid(xv, yv) # Set surface elevation - zv = rBwol*np.ones((nRows, nCols)) - if cfg['TOPO'].getboolean('curvedSlope'): + zv = rBwol * np.ones((nRows, nCols)) + if cfg["TOPO"].getboolean("curvedSlope"): radius = np.sqrt(x**2) else: radius = np.sqrt(x**2 + y**2) mask = np.zeros(np.shape(x)) mask[np.where(radius <= rBwol)] = 1 - zv = zv - (rBwol * np.sqrt(np.abs(1 - (radius / rBwol)**2)))*mask - if cfg['TOPO'].getboolean('curvedSlope'): - zv[x >= 0] = 0. + zv = zv - (rBwol * np.sqrt(np.abs(1 - (radius / rBwol) ** 2))) * mask + if cfg["TOPO"].getboolean("curvedSlope"): + zv[x >= 0] = 0.0 # Log info here - log.info('Bowl coordinates computed') + log.info("Bowl coordinates computed") return x, y, zv def helix(cfg): - """ Compute coordinates of helix-shaped topography with given radius (rHelix) """ + """Compute coordinates of helix-shaped topography with given radius (rHelix)""" # input parameters - rHelix = float(cfg['TOPO']['rHelix']) - C = float(cfg['TOPO']['C']) - cff = float(cfg['CHANNELS']['cff']) - cRadius = float(cfg['CHANNELS']['cRadius']) - cInit = float(cfg['CHANNELS']['cInit']) - cMustart = float(cfg['CHANNELS']['cMustart']) - cMuend = float(cfg['CHANNELS']['cMuend']) + rHelix = float(cfg["TOPO"]["rHelix"]) + C = float(cfg["TOPO"]["C"]) + cff = float(cfg["CHANNELS"]["cff"]) + cRadius = float(cfg["CHANNELS"]["cRadius"]) + cInit = float(cfg["CHANNELS"]["cInit"]) + cMustart = float(cfg["CHANNELS"]["cMustart"]) + cMuend = float(cfg["CHANNELS"]["cMuend"]) # Get grid definitions dx, xEnd, yEnd = getGridDefs(cfg) @@ -494,8 +515,8 @@ def helix(cfg): xv, yv, zv, x, y, nRows, nCols = computeCoordGrid(dx, xEnd, yEnd) # recompute xv yv and x, y as they are shifted - xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd+dx), dx) - yv = np.arange(-yEnd, 0+dx, dx) + xv = np.arange(-0.5 * xEnd, 0.5 * (xEnd + dx), dx) + yv = np.arange(-yEnd, 0 + dx, dx) x, y = np.meshgrid(xv, yv) # Get parabola Parameters @@ -505,29 +526,29 @@ def helix(cfg): zv = np.ones((nRows, nCols)) radius = np.sqrt(x**2 + y**2) theta = np.arctan2(y, x) + np.pi - zv = zv * ((-B**2) / (4. * A) + C) + zv = zv * ((-(B ** 2)) / (4.0 * A) + C) mask = np.zeros(np.shape(x)) mask[np.where((theta * rHelix) < fLen)] = 1 - zv = zv + (A * (theta * rHelix)**2 + B * (theta * rHelix) + C)*mask + zv = zv + (A * (theta * rHelix) ** 2 + B * (theta * rHelix) + C) * mask # If channel is introduced to topography - if cfg['TOPO'].getboolean('channel'): + if cfg["TOPO"].getboolean("channel"): c0 = np.zeros(np.shape(x)) mask = np.zeros(np.shape(x)) mask[np.where((theta * rHelix) < (0.5 * (cMustart + cMuend) * fLen))] = 1 - c0 = c0 + norm.cdf(theta * rHelix, cMustart * fLen, cff)*mask + c0 = c0 + norm.cdf(theta * rHelix, cMustart * fLen, cff) * mask mask = np.zeros(np.shape(x)) mask[np.where((theta * rHelix) >= (0.5 * (cMustart + cMuend) * fLen))] = 1 - c0 = c0 + (1. - norm.cdf(theta * rHelix, cMuend * fLen, cff))*mask + c0 = c0 + (1.0 - norm.cdf(theta * rHelix, cMuend * fLen, cff)) * mask # c0 = np.ones(np.shape(zv)) # If channel of constant width or becoming narrower in the middle - if cfg['TOPO'].getboolean('narrowing'): - cExtent = cInit * (1. - c0) + c0 * cRadius + if cfg["TOPO"].getboolean("narrowing"): + cExtent = cInit * (1.0 - c0) + c0 * cRadius else: cExtent = cRadius - if cfg['TOPO'].getboolean('topoAdd'): + if cfg["TOPO"].getboolean("topoAdd"): zv = zv + c0 * cExtent # Inner and outer boundaries of the channel @@ -538,36 +559,36 @@ def helix(cfg): mask = np.zeros(np.shape(x)) mask[np.where((radius >= rHelix) & (radius < boundExt))] = 1 radius1 = radius - rHelix - zv = zv - cExtent*c0*np.sqrt(np.abs(1. - (np.square(radius1) / np.square(cExtent))))*mask + zv = zv - cExtent * c0 * np.sqrt(np.abs(1.0 - (np.square(radius1) / np.square(cExtent)))) * mask mask = np.zeros(np.shape(x)) mask[np.where((radius < rHelix) & (radius > boundIn))] = 1 radius2 = rHelix - radius - zv = zv - cExtent*c0*np.sqrt(np.abs(1. - (np.square(radius1) / np.square(cExtent))))*mask + zv = zv - cExtent * c0 * np.sqrt(np.abs(1.0 - (np.square(radius1) / np.square(cExtent)))) * mask # set last row at Center to fall height - indCols = int(0.5*nCols) + indCols = int(0.5 * nCols) zv[-1, 0:indCols] = C # Log info here - log.info('Helix coordinates computed') + log.info("Helix coordinates computed") return x, y, zv def pyramid(cfg): - """ Generate a pyramid topography - in this case rectangular domain """ + """Generate a pyramid topography - in this case rectangular domain""" # get parameters from ini - meanAlpha = float(cfg['TOPO']['meanAlpha']) - z0 = float(cfg['TOPO']['z0']) - flatx = float(cfg['TOPO']['flatx']) - flaty = float(cfg['TOPO']['flaty']) - phi = float(cfg['TOPO']['phi']) - dx = float(cfg['TOPO']['dx']) + meanAlpha = float(cfg["TOPO"]["meanAlpha"]) + z0 = float(cfg["TOPO"]["z0"]) + flatx = float(cfg["TOPO"]["flatx"]) + flaty = float(cfg["TOPO"]["flaty"]) + phi = float(cfg["TOPO"]["phi"]) + dx = float(cfg["TOPO"]["dx"]) # initialise pyramid corners and center point - points = np.asarray([[-1., -1., 0], [-1., 1., 0], [1., 1., 0], [1., -1, 0.], [0., 0., 1.]]) + points = np.asarray([[-1.0, -1.0, 0], [-1.0, 1.0, 0], [1.0, 1.0, 0], [1.0, -1, 0.0], [0.0, 0.0, 1.0]]) dxPoints = abs(points[4, 0] - points[1, 0]) # compute elevation of the apex point for given angle of pyramid facets @@ -576,7 +597,7 @@ def pyramid(cfg): dcoors = points * z0 / zAlpha # if desired rotate pyramid - if cfg['TOPO'].getboolean('flagRot'): + if cfg["TOPO"].getboolean("flagRot"): dcoorsRot = np.zeros((len(dcoors), 3)) for m in range(len(dcoorsRot)): dcoorsRot[m, 0] = np.cos(np.deg2rad(phi)) * dcoors[m, 0] - np.sin(np.deg2rad(phi)) * dcoors[m, 1] @@ -593,25 +614,24 @@ def pyramid(cfg): zPoints = dcoorsFin[:, 2] # make meshgrid for final DEM - xv = np.arange(-flatx+np.amin(dcoorsFin[:, 0]), np.amax(dcoorsFin[:, 0])+flatx, dx) - yv = np.arange(-flaty+np.amin(dcoorsFin[:, 1]), np.amax(dcoorsFin[:, 1])+flaty, dx) + xv = np.arange(-flatx + np.amin(dcoorsFin[:, 0]), np.amax(dcoorsFin[:, 0]) + flatx, dx) + yv = np.arange(-flaty + np.amin(dcoorsFin[:, 1]), np.amax(dcoorsFin[:, 1]) + flaty, dx) x, y = np.meshgrid(xv, yv) # interpolate appex point information to meshgrid - z = griddata(xyPoints, zPoints, (x, y), method='linear') + z = griddata(xyPoints, zPoints, (x, y), method="linear") zNan = np.isnan(z) z[zNan] = 0.0 dX = np.amax(dcoorsFin[:, 0]) + flatx - (-flatx + np.amin(dcoorsFin[:, 0])) dY = np.amax(dcoorsFin[:, 1]) + flaty - (-flaty + np.amin(dcoorsFin[:, 1])) - log.info('domain extent pyramid- inx: %f, in y: %f' % (dX, dY)) + log.info("domain extent pyramid- inx: %f, in y: %f" % (dX, dY)) return x, y, z def writeDEM(cfg, z, outDir): - """ Write topography information to file """ - from rasterio.crs import CRS + """Write topography information to file""" nameExt = cfg["TOPO"]["demType"] nRows = z.shape[0] nCols = z.shape[1] @@ -625,19 +645,19 @@ def writeDEM(cfg, z, outDir): # Save elevation data to file and add header lines demFile = outDir / ("%s_%s_Topo" % (demName, nameExt)) - demHeader = {"ncols": nCols, - "nrows": nRows, - "xllcenter": xllcenter, - "yllcenter": yllcenter, - "cellsize": cellsize, - "nodata_value": noDATA} + demHeader = { + "ncols": nCols, + "nrows": nRows, + "xllcenter": xllcenter, + "yllcenter": yllcenter, + "cellsize": cellsize, + "nodata_value": noDATA, + } transform = IOf.transformFromASCHeader(demHeader) demHeader["transform"] = transform demHeader["driver"] = "AAIGrid" - # set blank CRS TODO: maybe set default from main cfg? demHeader["crs"] = CRS() - # demHeader["crs"] = CRS.from_epsg(31287) IOf.writeResultToRaster(demHeader, z, demFile, flip=False) @@ -646,56 +666,58 @@ def writeDEM(cfg, z, outDir): def generateTopo(cfg, avalancheDir): - """ Compute coordinates of desired topography with given inputs """ + """Compute coordinates of desired topography with given inputs""" # Which DEM type - demType = cfg['TOPO']['demType'] + demType = cfg["TOPO"]["demType"] - log.info('DEM type is set to: %s' % demType) + log.info("DEM type is set to: %s" % demType) # Set Output directory - outDir = pathlib.Path(avalancheDir, 'Inputs') + outDir = pathlib.Path(avalancheDir, "Inputs") if outDir.is_dir(): - log.info('The new DEM is saved to %s' % (outDir)) + log.info("The new DEM is saved to %s" % (outDir)) else: - log.error('Required folder structure: NameOfAvalanche/Inputs missing! \ - Run runInitializeProject first!') + log.error( + "Required folder structure: NameOfAvalanche/Inputs missing! \ + Run runInitializeProject first!" + ) # Call topography type - if demType == 'FP': + if demType == "FP": [x, y, z] = flatplane(cfg) - elif demType == 'IP': + elif demType == "IP": [x, y, z] = inclinedplane(cfg) - elif demType == 'PF': + elif demType == "PF": [x, y, z] = parabola(cfg) - elif demType == 'TPF': + elif demType == "TPF": [x, y, z] = parabolaRotation(cfg) - elif demType == 'HS': + elif demType == "HS": [x, y, z] = hockey(cfg) - elif demType == 'BL': + elif demType == "BL": [x, y, z] = bowl(cfg) - elif demType == 'HX': + elif demType == "HX": [x, y, z] = helix(cfg) - elif demType == 'PY': + elif demType == "PY": [x, y, z] = pyramid(cfg) # If a drop shall be introduced - if cfg['TOPO'].getboolean('drop'): + if cfg["TOPO"].getboolean("drop"): z = addDrop(cfg, x, y, z) - - # moves topo in z direction - if cfg['DEMDATA']['zEdit'] != '': - z = z+cfg['DEMDATA'].getfloat('zEdit') - log.info('Changed topo elevation by %.2f' % cfg['DEMDATA'].getfloat('zEdit')) + + # moves topo in z direction + if cfg["DEMDATA"]["zEdit"] != "": + z = z + cfg["DEMDATA"].getfloat("zEdit") + log.info("Changed topo elevation by %.2f" % cfg["DEMDATA"].getfloat("zEdit")) # Write DEM to file writeDEM(cfg, z, outDir) - return(z, demType, outDir) + return (z, demType, outDir) diff --git a/avaframe/in3Utils/geoTrans.py b/avaframe/in3Utils/geoTrans.py index 21c8d4863..f6815e88f 100644 --- a/avaframe/in3Utils/geoTrans.py +++ b/avaframe/in3Utils/geoTrans.py @@ -17,7 +17,6 @@ from shapely import LineString, Point, distance, MultiPoint # Local imports -import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in2Trans.rasterUtils as rU from avaframe.com1DFA import particleTools @@ -149,7 +148,7 @@ def projectOnGrid(x, y, Z, csz=1, xllc=0, yllc=0, interp="bilinear", getXYField= dx[mask] = np.round(Lx[mask]) dy[mask] = np.round(Ly[mask]) z[mask] = Z[dy[mask].astype("int"), dx[mask].astype("int")] - zField[dy[mask].astype("int"), dx[mask].astype("int")] = 1. + zField[dy[mask].astype("int"), dx[mask].astype("int")] = 1.0 elif interp == "bilinear": dx[mask] = Lx[mask] - Lx0[mask] dy[mask] = Ly[mask] - Ly0[mask] @@ -159,10 +158,10 @@ def projectOnGrid(x, y, Z, csz=1, xllc=0, yllc=0, interp="bilinear", getXYField= f22[mask] = Z[Ly1[mask].astype("int"), Lx1[mask].astype("int")] # using bilinear interpolation on the cell z = f11 * (1 - dx) * (1 - dy) + f21 * dx * (1 - dy) + f12 * (1 - dx) * dy + f22 * dx * dy - zField[Ly0[mask].astype("int"), Lx0[mask].astype("int")] = 1. - zField[Ly1[mask].astype("int"), Lx0[mask].astype("int")] = 1. - zField[Ly0[mask].astype("int"), Lx1[mask].astype("int")] = 1. - zField[Ly1[mask].astype("int"), Lx1[mask].astype("int")] = 1. + zField[Ly0[mask].astype("int"), Lx0[mask].astype("int")] = 1.0 + zField[Ly1[mask].astype("int"), Lx0[mask].astype("int")] = 1.0 + zField[Ly0[mask].astype("int"), Lx1[mask].astype("int")] = 1.0 + zField[Ly1[mask].astype("int"), Lx1[mask].astype("int")] = 1.0 if getXYField: return z, zField @@ -170,7 +169,6 @@ def projectOnGrid(x, y, Z, csz=1, xllc=0, yllc=0, interp="bilinear", getXYField= return z, ioob - def resizeData(raster, rasterRef): """ Reproject raster on a grid of shape rasterRef @@ -189,7 +187,7 @@ def resizeData(raster, rasterRef): dataRef : 2D numpy array reference data """ - if IOf.isEqualASCheader(raster["header"], rasterRef["header"]): + if rU.isEqualASCheader(raster["header"], rasterRef["header"]): return raster["rasterData"], rasterRef["rasterData"] else: headerRef = rasterRef["header"] @@ -288,9 +286,12 @@ def remeshData(rasterDict, cellSizeNew, remeshOption="griddata", interpMethod="c headerRemeshed["nrows"] = nrowsNew xllcenter = header["xllcenter"] yllcenter = header["yllcenter"] - transform = rasterio.transform.from_origin(xllcenter - cellSizeNew / 2.0, - (yllcenter - cellSizeNew / 2.0) + nrowsNew * cellSizeNew, - cellSizeNew, cellSizeNew) + transform = rasterio.transform.from_origin( + xllcenter - cellSizeNew / 2.0, + (yllcenter - cellSizeNew / 2.0) + nrowsNew * cellSizeNew, + cellSizeNew, + cellSizeNew, + ) headerRemeshed["transform"] = transform # create remeshed raster dictionary remeshedRaster = {"rasterData": zNew, "header": headerRemeshed} @@ -299,35 +300,36 @@ def remeshData(rasterDict, cellSizeNew, remeshOption="griddata", interpMethod="c def remeshDataRio(rasterFile, cellSizeNew, larger=True): - """ resample raster data using rasterio to change effective cell size to cellSizeNew by specifying an output array - of specified size, default resampling option is set to cubic - - Parameters - ------------- - rasterFile: pathlib Path - path to file with raster data options asci or tif - cellSizeNew: float - desired spatial resolution of new raster dataset, cellsize - larger: Boolean - if true (default) output grid is at least as big as the input - - Returns - --------- - remeshedRaster: dict - dictionary with header and rasterdata with new cellSize - """ + """resample raster data using rasterio to change effective cell size to cellSizeNew by specifying an output array + of specified size, default resampling option is set to cubic + + Parameters + ------------- + rasterFile: pathlib Path + path to file with raster data options asci or tif + cellSizeNew: float + desired spatial resolution of new raster dataset, cellsize + larger: Boolean + if true (default) output grid is at least as big as the input + + Returns + --------- + remeshedRaster: dict + dictionary with header and rasterdata with new cellSize + """ # open raster data - src = rasterio.open(rasterFile, 'r') + src = rasterio.open(rasterFile, "r") # First part is to be able to replicate our own remeshing header = rU.getHeaderFromRaster(src) _, _, width, height = makeCoordGridFromHeader(header, cellSizeNew=cellSizeNew, larger=larger) - targetTransform = rasterio.transform.from_origin(header['xllcenter'] - cellSizeNew / 2.0, - (header['yllcenter'] - cellSizeNew / 2.0) + height * - cellSizeNew, - cellSizeNew, - cellSizeNew) + targetTransform = rasterio.transform.from_origin( + header["xllcenter"] - cellSizeNew / 2.0, + (header["yllcenter"] - cellSizeNew / 2.0) + height * cellSizeNew, + cellSizeNew, + cellSizeNew, + ) # Check if crs is none, as warp.reproject NEEDS a valid crs # If none is available, set any. The original is taken again when @@ -338,15 +340,16 @@ def remeshDataRio(rasterFile, cellSizeNew, larger=True): else: srcCrs = src.crs - data, transform = rasterio.warp.reproject(source=src.read(), - destination=np.empty((src.count, height, - width)) * np.nan, - src_transform=src.transform, - dst_transform=targetTransform, - src_crs=srcCrs, - dst_crs=srcCrs, - dst_nodata=src.nodata, - resampling=Resampling.cubic) + data, transform = rasterio.warp.reproject( + source=src.read(), + destination=np.empty((src.count, height, width)) * np.nan, + src_transform=src.transform, + dst_transform=targetTransform, + src_crs=srcCrs, + dst_crs=srcCrs, + dst_nodata=src.nodata, + resampling=Resampling.cubic, + ) data = np.where(data == src.nodata, np.nan, data) # create header of resampled data @@ -358,22 +361,26 @@ def remeshDataRio(rasterFile, cellSizeNew, larger=True): headerRemeshed["transform"] = transform headerRemeshed["ncols"] = data[0].shape[1] headerRemeshed["nrows"] = data[0].shape[0] - headerRemeshed["nodata_value"] = 'nan' + headerRemeshed["nodata_value"] = np.nan # create remeshed raster dictionary remeshedRaster = {"rasterData": data[0], "header": headerRemeshed} return remeshedRaster + def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False, legacy=False): """change raster cell size by reprojecting on a new grid - first check if remeshed raster available the new raster is as big or smaller as the original raster and saved to Inputs/remeshedRasters as remeshedTYPEINDICATORcellSize - Interpolation is based on griddata with a cubic method. Here would be the place + Interpolation is based on rasterio rsampling with a cubic method. Here would be the place to change the order of the interpolation or to switch to another interpolation method. + We provide the legacy option via the legacy parameter, then the + interpolation is based on griddata with a cubic method. + Parameters ---------- rasterFile: str or pathlib path @@ -401,7 +408,7 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False, lega # -------- if no remeshed raster found - remesh # fetch info on raster file - raster = IOf.readRaster(rasterFile) + raster = rU.readRaster(rasterFile) headerRaster = raster["header"] # read raster header info cszRaster = headerRaster["cellsize"] @@ -409,10 +416,15 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False, lega cszRasterNew = float(cfgSim["GENERAL"]["meshCellSize"]) # start remesh - log.info("Remeshing the input raster (of cell size %.2g m) to a cell size of %.2g m" % (cszRaster, cszRasterNew)) + log.info( + "Remeshing the input raster (of cell size %.2g m) to a cell size of %.2g m" + % (cszRaster, cszRasterNew) + ) if legacy: - remeshedRaster = remeshData(raster, cszRasterNew, remeshOption="griddata", interpMethod="cubic", larger=False) - log.info('Legacy option used for remeshing') + remeshedRaster = remeshData( + raster, cszRasterNew, remeshOption="griddata", interpMethod="cubic", larger=False + ) + log.info("Legacy option used for remeshing") flipArg = True else: log.info("Using rasterio resampling") @@ -423,11 +435,13 @@ def remeshRaster(rasterFile, cfgSim, typeIndicator="DEM", onlySearch=False, lega pathToRaster = pathlib.Path(cfgSim["GENERAL"]["avalancheDir"], "Inputs", "remeshedRasters") fU.makeADir(pathToRaster) - outFile = pathToRaster / ("%s_remeshed%s%.2f" % (rasterFile.stem, typeIndicator, remeshedRaster["header"][ - "cellsize"])) + outFile = pathToRaster / ( + "%s_remeshed%s%.2f" % (rasterFile.stem, typeIndicator, remeshedRaster["header"]["cellsize"]) + ) - writtenFile = IOf.writeResultToRaster(remeshedRaster["header"], remeshedRaster["rasterData"], outFile, - flip=flipArg) + writtenFile = rU.writeResultToRaster( + remeshedRaster["header"], remeshedRaster["rasterData"], outFile, flip=flipArg + ) log.info("Saved remeshed raster to %s" % writtenFile) pathRaster = str(pathlib.Path("remeshedRasters", writtenFile.name)) @@ -472,15 +486,21 @@ def searchRemeshedRaster(rasterName, cfgSim, typeIndicator="DEM"): rasterFiles = list(pathToRasters.glob("*remeshed%s*" % typeIndicator)) allRasterNames = [d.name for d in rasterFiles] for rasterF in rasterFiles: - headerRaster = IOf.readRasterHeader(rasterF) - if abs(meshCellSize - headerRaster["cellsize"]) < meshCellSizeThreshold and rasterName in rasterF.stem: - log.info("Remeshed Raster found: %s cellSize: %.5f" % (rasterF.name, headerRaster["cellsize"])) + headerRaster = rU.readRasterHeader(rasterF) + if ( + abs(meshCellSize - headerRaster["cellsize"]) < meshCellSizeThreshold + and rasterName in rasterF.stem + ): + log.info( + "Remeshed Raster found: %s cellSize: %.5f" % (rasterF.name, headerRaster["cellsize"]) + ) rasterFound = True pathRaster = str(pathlib.Path("remeshedRasters", rasterF.name)) continue else: log.debug( - "Remeshed raster found %s with cellSize %.2f - not used" % (rasterF, headerRaster["cellsize"]) + "Remeshed raster found %s with cellSize %.2f - not used" + % (rasterF, headerRaster["cellsize"]) ) else: @@ -1323,8 +1343,8 @@ def checkParticlesInRelease(particles, line, radius): Mask = np.logical_and(Mask, mask) nRemove = len(Mask) - np.sum(Mask) if nRemove > 0: - particles = particleTools.removePart(particles, Mask, nRemove, '') - log.debug('removed %s particles because they are not within the release polygon' % (nRemove)) + particles = particleTools.removePart(particles, Mask, nRemove, "") + log.debug("removed %s particles because they are not within the release polygon" % (nRemove)) return particles @@ -1653,75 +1673,74 @@ def snapPtsToLine(dbData, projstr, lineName, pointsList): "y": [dbData.loc[index, ("%s_%s" % (pt, projstr))].y], } - indSplit = findClosestPoint(xycoor[0,:], xycoor[1,:], pointsDict) + indSplit = findClosestPoint(xycoor[0, :], xycoor[1, :], pointsDict) projPoint = shp.Point(xycoor[0, indSplit], xycoor[1, indSplit], zcoor[indSplit]) dbData.loc[index, (pt + "_" + projstr + "_snapped")] = projPoint return dbData - def getNormalMesh(dem, num=4): - """ Compute normal to surface at grid points - - Get the normal vectors to the surface defined by a DEM. - Either by adding the normal vectors of the adjacent triangles for each - points (using 4, 6 or 8 adjacent triangles). Or use the next point in - x direction and the next in y direction to define two vectors and then - compute the cross product to get the normal vector - - - moved from com1DFA/DFAtools - - Normal computation on rectangular grid explanation for num parameter - 4 triangles method 6 triangles method 8 triangles method - +----U----UR---+---+--... +----+----+----+---+--... +----+----+----+---+--... - | /|\ | /| | /| 2 /| /| |\ 2 | 3 /| /| Y - | / | \ | / | | / | / | / | | \ | / | / | ^ - | / | \ | / | / | / | / | / | / | \ | / | / | / | - |/ 1 | 2 \|/ |/ |/ 1 |/ 3 |/ |/ | 1 \|/ 4 |/ |/ | - +----P----L----+---+--... +----*----+----+---+--... +----*----+----+----+--... +-----> X - |\ 4 | 3 /| /| | 6 /| 4 /| /| | 8 /|\ 5 | /| - | \ | / | / | | / | / | / | | / | \ | / | - | \ | / | / | / | / | / | / | / | / | \ | / | / - | \|/ |/ |/ |/ 5 |/ |/ |/ |/ 7 | 6 \|/ |/ - +----+----+----+---+--... +----+----+----+---+--... +----+----+----+---+--... - | /| /| /| | /| /| /| | /| /| /| - 4 Options available : -1: simple cross product method (with the diagonals P-UR and U-L) - -4: 4 triangles method - -6: 6 triangles method - -8: 8 triangles method - - Parameters - ---------- - dem: dict - header : - dem header (cellsize, ncols, nrows) - rasterData : 2D numpy array - elevation at grid points - num: int - chose between 4, 6 or 8 (using then 4, 6 or 8 triangles) or - 1 to use the simple cross product method (with the diagonals) - - Returns - ------- + """Compute normal to surface at grid points + + Get the normal vectors to the surface defined by a DEM. + Either by adding the normal vectors of the adjacent triangles for each + points (using 4, 6 or 8 adjacent triangles). Or use the next point in + x direction and the next in y direction to define two vectors and then + compute the cross product to get the normal vector + + - moved from com1DFA/DFAtools + + Normal computation on rectangular grid explanation for num parameter + 4 triangles method 6 triangles method 8 triangles method + +----U----UR---+---+--... +----+----+----+---+--... +----+----+----+---+--... + | /|\ | /| | /| 2 /| /| |\ 2 | 3 /| /| Y + | / | \ | / | | / | / | / | | \ | / | / | ^ + | / | \ | / | / | / | / | / | / | \ | / | / | / | + |/ 1 | 2 \|/ |/ |/ 1 |/ 3 |/ |/ | 1 \|/ 4 |/ |/ | + +----P----L----+---+--... +----*----+----+---+--... +----*----+----+----+--... +-----> X + |\ 4 | 3 /| /| | 6 /| 4 /| /| | 8 /|\ 5 | /| + | \ | / | / | | / | / | / | | / | \ | / | + | \ | / | / | / | / | / | / | / | / | \ | / | / + | \|/ |/ |/ |/ 5 |/ |/ |/ |/ 7 | 6 \|/ |/ + +----+----+----+---+--... +----+----+----+---+--... +----+----+----+---+--... + | /| /| /| | /| /| /| | /| /| /| + 4 Options available : -1: simple cross product method (with the diagonals P-UR and U-L) + -4: 4 triangles method + -6: 6 triangles method + -8: 8 triangles method + + Parameters + ---------- dem: dict - dem dict updated with: - Nx: 2D numpy array - x component of the normal vector field on grid points - Ny: 2D numpy array - y component of the normal vector field on grid points - Nz: 2D numpy array - z component of the normal vector field on grid points - outOfDEM: 2D boolean numpy array - True if the cell is out the dem, False otherwise + header : + dem header (cellsize, ncols, nrows) + rasterData : 2D numpy array + elevation at grid points + num: int + chose between 4, 6 or 8 (using then 4, 6 or 8 triangles) or + 1 to use the simple cross product method (with the diagonals) + + Returns + ------- + dem: dict + dem dict updated with: + Nx: 2D numpy array + x component of the normal vector field on grid points + Ny: 2D numpy array + y component of the normal vector field on grid points + Nz: 2D numpy array + z component of the normal vector field on grid points + outOfDEM: 2D boolean numpy array + True if the cell is out the dem, False otherwise """ # read dem header - header = dem['header'] - ncols = header['ncols'] - nrows = header['nrows'] - csz = header['cellsize'] + header = dem["header"] + ncols = header["ncols"] + nrows = header["nrows"] + csz = header["cellsize"] # read rasterData - z = dem['rasterData'] + z = dem["rasterData"] n, m = np.shape(z) Nx = np.ones((n, m)) Ny = np.ones((n, m)) @@ -1731,144 +1750,197 @@ def getNormalMesh(dem, num=4): # filling the inside of the matrix # normal calculation with 4 triangles # (Zl - Zr) / csz - Nx[1:n-1, 1:m-1] = (z[1:n-1, 0:m-2] - z[1:n-1, 2:m]) / csz + Nx[1: n - 1, 1: m - 1] = (z[1: n - 1, 0: m - 2] - z[1: n - 1, 2:m]) / csz # (Zd - Zu) * csz - Ny[1:n-1, 1:m-1] = (z[0:n-2, 1:m-1] - z[2:n, 1:m-1]) / csz + Ny[1: n - 1, 1: m - 1] = (z[0: n - 2, 1: m - 1] - z[2:n, 1: m - 1]) / csz Nz = 2 * Nz # filling the first col of the matrix # -2*(Zr - Zp) / csz - Nx[1:n-1, 0] = - 2*(z[1:n-1, 1] - z[1:n-1, 0]) / csz + Nx[1: n - 1, 0] = -2 * (z[1: n - 1, 1] - z[1: n - 1, 0]) / csz # (Zd - Zu) / csz - Ny[1:n-1, 0] = (z[0:n-2, 0] - z[2:n, 0]) / csz + Ny[1: n - 1, 0] = (z[0: n - 2, 0] - z[2:n, 0]) / csz # filling the last col of the matrix # 2*(Zl - Zp) / csz - Nx[1:n-1, m-1] = 2*(z[1:n-1, m-2] - z[1:n-1, m-1]) / csz + Nx[1: n - 1, m - 1] = 2 * (z[1: n - 1, m - 2] - z[1: n - 1, m - 1]) / csz # (Zd - Zu) / csz - Ny[1:n-1, m-1] = (z[0:n-2, m-1] - z[2:n, m-1]) / csz + Ny[1: n - 1, m - 1] = (z[0: n - 2, m - 1] - z[2:n, m - 1]) / csz # filling the first row of the matrix # (Zl - Zr) / csz - Nx[0, 1:m-1] = (z[0, 0:m-2] - z[0, 2:m]) / csz + Nx[0, 1: m - 1] = (z[0, 0: m - 2] - z[0, 2:m]) / csz # -2*(Zu - Zp) / csz - Ny[0, 1:m-1] = - 2*(z[1, 1:m-1] - z[0, 1:m-1]) / csz + Ny[0, 1: m - 1] = -2 * (z[1, 1: m - 1] - z[0, 1: m - 1]) / csz # filling the last row of the matrix # (Zl - Zr) / csz - Nx[n-1, 1:m-1] = (z[n-1, 0:m-2] - z[n-1, 2:m]) / csz + Nx[n - 1, 1: m - 1] = (z[n - 1, 0: m - 2] - z[n - 1, 2:m]) / csz # 2*(Zd - Zp) / csz - Ny[n-1, 1:m-1] = 2*(z[n-2, 1:m-1] - z[n-1, 1:m-1]) / csz + Ny[n - 1, 1: m - 1] = 2 * (z[n - 2, 1: m - 1] - z[n - 1, 1: m - 1]) / csz # filling the corners of the matrix Nx[0, 0] = -(z[0, 1] - z[0, 0]) / csz Ny[0, 0] = -(z[1, 0] - z[0, 0]) / csz Nz[0, 0] = 1 - Nx[n-1, 0] = -(z[n-1, 1] - z[n-1, 0]) / csz - Ny[n-1, 0] = (z[n-2, 0] - z[n-1, 0]) / csz - Nz[n-1, 0] = 1 - Nx[0, m-1] = (z[0, m-2] - z[0, m-1]) / csz - Ny[0, m-1] = -(z[1, m-1] - z[0, m-1]) / csz - Nz[0, m-1] = 1 - Nx[n-1, m-1] = (z[n-1, m-2] - z[n-1, m-1]) / csz - Ny[n-1, m-1] = (z[n-2, m-1] - z[n-1, m-1]) / csz - Nz[n-1, m-1] = 1 + Nx[n - 1, 0] = -(z[n - 1, 1] - z[n - 1, 0]) / csz + Ny[n - 1, 0] = (z[n - 2, 0] - z[n - 1, 0]) / csz + Nz[n - 1, 0] = 1 + Nx[0, m - 1] = (z[0, m - 2] - z[0, m - 1]) / csz + Ny[0, m - 1] = -(z[1, m - 1] - z[0, m - 1]) / csz + Nz[0, m - 1] = 1 + Nx[n - 1, m - 1] = (z[n - 1, m - 2] - z[n - 1, m - 1]) / csz + Ny[n - 1, m - 1] = (z[n - 2, m - 1] - z[n - 1, m - 1]) / csz + Nz[n - 1, m - 1] = 1 if num == 6: # filling the inside of the matrix # normal calculation with 6 triangles # (2*(Zl - Zr) - Zur + Zdl + Zu - Zd) / csz - Nx[1:n-1, 1:m-1] = (2 * (z[1:n-1, 0:m-2] - z[1:n-1, 2:m]) - - z[2:n, 2:m] + z[0:n-2, 0:m-2] - + z[2:n, 1:m-1] - z[0:n-2, 1:m-1]) / csz + Nx[1: n - 1, 1: m - 1] = ( + 2 * (z[1: n - 1, 0: m - 2] - z[1: n - 1, 2:m]) + - z[2:n, 2:m] + + z[0: n - 2, 0: m - 2] + + z[2:n, 1: m - 1] + - z[0: n - 2, 1: m - 1] + ) / csz # (2*(Zd - Zu) - Zur + Zdl - Zl + Zr) / csz - Ny[1:n-1, 1:m-1] = (2 * (z[0:n-2, 1:m-1] - z[2:n, 1:m-1]) - - z[2:n, 2:m] + z[0:n-2, 0:m-2] - - z[1:n-1, 0:m-2] + z[1:n-1, 2:m]) / csz + Ny[1: n - 1, 1: m - 1] = ( + 2 * (z[0: n - 2, 1: m - 1] - z[2:n, 1: m - 1]) + - z[2:n, 2:m] + + z[0: n - 2, 0: m - 2] + - z[1: n - 1, 0: m - 2] + + z[1: n - 1, 2:m] + ) / csz Nz = 6 * Nz # filling the first col of the matrix # (- 2*(Zr - Zp) + Zu - Zur ) / csz - Nx[1:n-1, 0] = (- 2*(z[1:n-1, 1] - z[1:n-1, 0]) + z[2:n, 0] - z[2:n, 1]) / csz + Nx[1: n - 1, 0] = (-2 * (z[1: n - 1, 1] - z[1: n - 1, 0]) + z[2:n, 0] - z[2:n, 1]) / csz # (Zd - Zu + Zr - Zur) / csz - Ny[1:n-1, 0] = (z[0:n-2, 0] - z[2:n, 0] + z[1:n-1, 1] - z[2:n, 1]) / csz - Nz[1:n-1, 0] = 3 + Ny[1: n - 1, 0] = (z[0: n - 2, 0] - z[2:n, 0] + z[1: n - 1, 1] - z[2:n, 1]) / csz + Nz[1: n - 1, 0] = 3 # filling the last col of the matrix # (2*(Zl - Zp) + Zdl - Zd) / csz - Nx[1:n-1, m-1] = (2*(z[1:n-1, m-2] - z[1:n-1, m-1]) + z[0:n-2, m-2] - z[0:n-2, m-1]) / csz + Nx[1: n - 1, m - 1] = ( + 2 * (z[1: n - 1, m - 2] - z[1: n - 1, m - 1]) + z[0: n - 2, m - 2] - z[0: n - 2, + m - 1] + ) / csz # (Zd - Zu + Zdl - Zl) / csz - Ny[1:n-1, m-1] = (z[0:n-2, m-1] - z[2:n, m-1] + z[0:n-2, m-2] - z[1:n-1, m-2]) / csz - Nz[1:n-1, m-1] = 3 + Ny[1: n - 1, m - 1] = ( + z[0: n - 2, m - 1] - z[2:n, m - 1] + z[0: n - 2, m - 2] - z[1: n - 1, m - 2] + ) / csz + Nz[1: n - 1, m - 1] = 3 # filling the first row of the matrix # (Zl - Zr + Zu - Zur) / csz - Nx[0, 1:m-1] = (z[0, 0:m-2] - z[0, 2:m] + z[1, 1:m-1] - z[1, 2:m]) / csz + Nx[0, 1: m - 1] = (z[0, 0: m - 2] - z[0, 2:m] + z[1, 1: m - 1] - z[1, 2:m]) / csz # (-2*(Zu - Zp) + Zr - Zur) / csz - Ny[0, 1:m-1] = (- 2*(z[1, 1:m-1] - z[0, 1:m-1]) + z[0, 2:m] - z[1, 2:m]) / csz - Nz[0, 1:m-1] = 3 + Ny[0, 1: m - 1] = (-2 * (z[1, 1: m - 1] - z[0, 1: m - 1]) + z[0, 2:m] - z[1, 2:m]) / csz + Nz[0, 1: m - 1] = 3 # filling the last row of the matrix # (Zl - Zr + Zdl - Zd) / csz - Nx[n-1, 1:m-1] = (z[n-1, 0:m-2] - z[n-1, 2:m] + z[n-2, 0:m-2] - z[n-2, 1:m-1]) / csz + Nx[n - 1, 1: m - 1] = ( + z[n - 1, 0: m - 2] - z[n - 1, 2:m] + z[n - 2, 0: m - 2] - z[n - 2, 1: m - 1] + ) / csz # (2*(Zd - Zp) + Zdl - Zl) / csz - Ny[n-1, 1:m-1] = (2*(z[n-2, 1:m-1] - z[n-1, 1:m-1]) + z[n-2, 0:m-2] - z[n-1, 0:m-2]) / csz - Nz[n-1, 1:m-1] = 3 + Ny[n - 1, 1: m - 1] = ( + 2 * (z[n - 2, 1: m - 1] - z[n - 1, 1: m - 1]) + z[n - 2, 0: m - 2] - z[n - 1, + 0: m - 2] + ) / csz + Nz[n - 1, 1: m - 1] = 3 # filling the corners of the matrix Nx[0, 0] = (z[1, 0] - z[1, 1] - (z[0, 1] - z[0, 0])) / csz Ny[0, 0] = (z[0, 1] - z[1, 1] - (z[1, 0] - z[0, 0])) / csz Nz[0, 0] = 2 - Nx[n-1, 0] = -(z[n-1, 1] - z[n-1, 0]) / csz - Ny[n-1, 0] = (z[n-2, 0] - z[n-1, 0]) / csz - Nz[n-1, 0] = 1 - Nx[0, m-1] = (z[0, m-2] - z[0, m-1]) / csz - Ny[0, m-1] = -(z[1, m-1] - z[0, m-1]) / csz - Nz[0, m-1] = 1 - Nx[n-1, m-1] = (z[n-1, m-2] - z[n-1, m-1] + z[n-2, m-2] - z[n-2, m-1]) / csz - Ny[n-1, m-1] = (z[n-2, m-1] - z[n-1, m-1] + z[n-2, m-2] - z[n-1, m-2]) / csz - Nz[n-1, m-1] = 2 + Nx[n - 1, 0] = -(z[n - 1, 1] - z[n - 1, 0]) / csz + Ny[n - 1, 0] = (z[n - 2, 0] - z[n - 1, 0]) / csz + Nz[n - 1, 0] = 1 + Nx[0, m - 1] = (z[0, m - 2] - z[0, m - 1]) / csz + Ny[0, m - 1] = -(z[1, m - 1] - z[0, m - 1]) / csz + Nz[0, m - 1] = 1 + Nx[n - 1, m - 1] = (z[n - 1, m - 2] - z[n - 1, m - 1] + z[n - 2, m - 2] - z[n - 2, m - 1]) / csz + Ny[n - 1, m - 1] = (z[n - 2, m - 1] - z[n - 1, m - 1] + z[n - 2, m - 2] - z[n - 1, m - 2]) / csz + Nz[n - 1, m - 1] = 2 if num == 8: # filling the inside of the matrix # normal calculation with 8 triangles # (2*(Zl - Zr) + Zul - Zur + Zdl - Zdr) / csz - Nx[1:n-1, 1:m-1] = (2 * (z[1:n-1, 0:m-2] - z[1:n-1, 2:m]) + z[2:n, 0:m-2] - z[2:n, 2:m] - + z[0:n-2, 0:m-2] - z[0:n-2, 2:m]) / csz + Nx[1: n - 1, 1: m - 1] = ( + 2 * (z[1: n - 1, 0: m - 2] - z[1: n - 1, 2:m]) + + z[2:n, 0: m - 2] + - z[2:n, 2:m] + + z[0: n - 2, 0: m - 2] + - z[0: n - 2, 2:m] + ) / csz # (2*(Zd - Zu) - Zul - Zur + Zdl + Zdr) / csz - Ny[1:n-1, 1:m-1] = (2 * (z[0:n-2, 1:m-1] - z[2:n, 1:m-1]) - z[2:n, 0:m-2] - z[2:n, 2:m] - + z[0:n-2, 0:m-2] + z[0:n-2, 2:m]) / csz + Ny[1: n - 1, 1: m - 1] = ( + 2 * (z[0: n - 2, 1: m - 1] - z[2:n, 1: m - 1]) + - z[2:n, 0: m - 2] + - z[2:n, 2:m] + + z[0: n - 2, 0: m - 2] + + z[0: n - 2, 2:m] + ) / csz Nz = 8 * Nz # filling the first col of the matrix # (- 2*(Zr - Zp) + Zu - Zur + Zd - Zdr) / csz - Nx[1:n-1, 0] = (- 2*(z[1:n-1, 1] - z[1:n-1, 0]) + z[2:n, 0] - z[2:n, 1] + z[0:n-2, 0] - z[0:n-2, 1]) / csz + Nx[1: n - 1, 0] = ( + -2 * (z[1: n - 1, 1] - z[1: n - 1, 0]) + + z[2:n, 0] + - z[2:n, 1] + + z[0: n - 2, 0] + - z[0: n - 2, 1] + ) / csz # (Zd - Zu + Zdr - Zur) / csz - Ny[1:n-1, 0] = (z[0:n-2, 0] - z[2:n, 0] + z[0:n-2, 1] - z[2:n, 1]) / csz - Nz[1:n-1, 0] = 4 + Ny[1: n - 1, 0] = (z[0: n - 2, 0] - z[2:n, 0] + z[0: n - 2, 1] - z[2:n, 1]) / csz + Nz[1: n - 1, 0] = 4 # filling the last col of the matrix # (2*(Zl - Zp) + Zdl - Zd + Zul - Zu) / csz - Nx[1:n-1, m-1] = (2*(z[1:n-1, m-2] - z[1:n-1, m-1]) + z[0:n-2, m-2] - - z[0:n-2, m-1] + z[2:n, m-2] - z[2:n, m-1]) / csz + Nx[1: n - 1, m - 1] = ( + 2 * (z[1: n - 1, m - 2] - z[1: n - 1, m - 1]) + + z[0: n - 2, m - 2] + - z[0: n - 2, m - 1] + + z[2:n, m - 2] + - z[2:n, m - 1] + ) / csz # (Zd - Zu + Zdl - Zul) / csz - Ny[1:n-1, m-1] = (z[0:n-2, m-1] - z[2:n, m-1] + z[0:n-2, m-2] - z[2:n, m-2]) / csz - Nz[1:n-1, m-1] = 4 + Ny[1: n - 1, m - 1] = ( + z[0: n - 2, m - 1] - z[2:n, m - 1] + z[0: n - 2, m - 2] - z[2:n, m - 2] + ) / csz + Nz[1: n - 1, m - 1] = 4 # filling the first row of the matrix # (Zl - Zr + Zul - Zur) / csz - Nx[0, 1:m-1] = (z[0, 0:m-2] - z[0, 2:m] + z[1, 0:m-2] - z[1, 2:m]) / csz + Nx[0, 1: m - 1] = (z[0, 0: m - 2] - z[0, 2:m] + z[1, 0: m - 2] - z[1, 2:m]) / csz # (-2*(Zu - Zp) + Zr - Zur + Zl - Zul) / csz - Ny[0, 1:m-1] = (- 2*(z[1, 1:m-1] - z[0, 1:m-1]) + z[0, 2:m] - z[1, 2:m] + z[0, 0:m-2] - z[1, 0:m-2]) / csz - Nz[0, 1:m-1] = 4 + Ny[0, 1: m - 1] = ( + -2 * (z[1, 1: m - 1] - z[0, 1: m - 1]) + + z[0, 2:m] + - z[1, 2:m] + + z[0, 0: m - 2] + - z[1, 0: m - 2] + ) / csz + Nz[0, 1: m - 1] = 4 # filling the last row of the matrix # (Zl - Zr + Zdl - Zdr) / csz - Nx[n-1, 1:m-1] = (z[n-1, 0:m-2] - z[n-1, 2:m] + z[n-2, 0:m-2] - z[n-2, 2:m]) / csz + Nx[n - 1, 1: m - 1] = ( + z[n - 1, 0: m - 2] - z[n - 1, 2:m] + z[n - 2, 0: m - 2] - z[n - 2, 2:m] + ) / csz # (2*(Zd - Zp) + Zdl - Zl + Zdr - Zr) / csz - Ny[n-1, 1:m-1] = (2*(z[n-2, 1:m-1] - z[n-1, 1:m-1]) + z[n-2, 0:m-2] - z[n-1, 0:m-2] + z[n-2, 2:m] - z[n-1, 2:m]) / csz - Nz[n-1, 1:m-1] = 4 + Ny[n - 1, 1: m - 1] = ( + 2 * (z[n - 2, 1: m - 1] - z[n - 1, 1: m - 1]) + + z[n - 2, 0: m - 2] + - z[n - 1, 0: m - 2] + + z[n - 2, 2:m] + - z[n - 1, 2:m] + ) / csz + Nz[n - 1, 1: m - 1] = 4 # filling the corners of the matrix Nx[0, 0] = (z[1, 0] - z[1, 1] - (z[0, 1] - z[0, 0])) / csz Ny[0, 0] = (z[0, 1] - z[1, 1] - (z[1, 0] - z[0, 0])) / csz Nz[0, 0] = 2 - Nx[n-1, 0] = (-(z[n-1, 1] - z[n-1, 0]) + z[n-2, 0] - z[n-2, 1]) / csz - Ny[n-1, 0] = (z[n-2, 1] - z[n-1, 1] + z[n-2, 0] - z[n-1, 0]) / csz - Nz[n-1, 0] = 2 - Nx[0, m-1] = (z[1, m-2] - z[1, m-1] + z[0, m-2] - z[0, m-1]) / csz - Ny[0, m-1] = (-(z[1, m-1] - z[0, m-1]) + z[0, m-2] - z[1, m-2]) / csz - Nz[0, m-1] = 2 - Nx[n-1, m-1] = (z[n-1, m-2] - z[n-1, m-1] - + z[n-2, m-2] - z[n-2, m-1]) / csz - Ny[n-1, m-1] = (z[n-2, m-1] - z[n-1, m-1] - + z[n-2, m-2] - z[n-1, m-2]) / csz - Nz[n-1, m-1] = 2 + Nx[n - 1, 0] = (-(z[n - 1, 1] - z[n - 1, 0]) + z[n - 2, 0] - z[n - 2, 1]) / csz + Ny[n - 1, 0] = (z[n - 2, 1] - z[n - 1, 1] + z[n - 2, 0] - z[n - 1, 0]) / csz + Nz[n - 1, 0] = 2 + Nx[0, m - 1] = (z[1, m - 2] - z[1, m - 1] + z[0, m - 2] - z[0, m - 1]) / csz + Ny[0, m - 1] = (-(z[1, m - 1] - z[0, m - 1]) + z[0, m - 2] - z[1, m - 2]) / csz + Nz[0, m - 1] = 2 + Nx[n - 1, m - 1] = (z[n - 1, m - 2] - z[n - 1, m - 1] + z[n - 2, m - 2] - z[n - 2, m - 1]) / csz + Ny[n - 1, m - 1] = (z[n - 2, m - 1] - z[n - 1, m - 1] + z[n - 2, m - 2] - z[n - 1, m - 2]) / csz + Nz[n - 1, m - 1] = 2 if num == 1: # using the simple cross product @@ -1877,22 +1949,28 @@ def getNormalMesh(dem, num=4): z2 = np.append(z1, z1[-2, :].reshape(1, m1), axis=0) n2, m2 = np.shape(z2) - Nx = - ((z2[0:n2-1, 1:m2] - z2[1:n2, 0:m2-1]) + (z2[1:n2, 1:m2] - z2[0:n2-1, 0:m2-1])) * csz - Ny = - ((z2[1:n2, 1:m2] - z2[0:n2-1, 0:m2-1]) - (z2[0:n2-1, 1:m2] - z2[1:n2, 0:m2-1])) * csz + Nx = ( + -((z2[0: n2 - 1, 1:m2] - z2[1:n2, 0: m2 - 1]) + (z2[1:n2, 1:m2] - z2[0: n2 - 1, 0: m2 - 1])) + * csz + ) + Ny = ( + -((z2[1:n2, 1:m2] - z2[0: n2 - 1, 0: m2 - 1]) - (z2[0: n2 - 1, 1:m2] - z2[1:n2, 0: m2 - 1])) + * csz + ) Nz = 2 * Nz * csz * csz # Nx = - (z2[0:n2-1, 1:m2] - z2[0:n2-1, 0:m2-1]) / csz # Ny = - (z2[1:n2, 0:m2-1] - z2[0:n2-1, 0:m2-1]) / csz - Ny[n-1, 0:m-1] = -Ny[n-1, 0:m-1] - Nx[0:n-1, m-1] = -Nx[0:n-1, m-1] - Ny[n-1, m-1] = -Ny[n-1, m-1] - Nx[n-1, m-1] = -Nx[n-1, m-1] + Ny[n - 1, 0: m - 1] = -Ny[n - 1, 0: m - 1] + Nx[0: n - 1, m - 1] = -Nx[0: n - 1, m - 1] + Ny[n - 1, m - 1] = -Ny[n - 1, m - 1] + Nx[n - 1, m - 1] = -Nx[n - 1, m - 1] # TODO, Try to replicate samosAT notmal computation # if method num=1 is used, the normals are computed at com1DFA (original) cell center # this corresponds to our cell vertex # Create com1DFA (original) vertex grid - x = np.linspace(-csz/2., (ncols-1)*csz - csz/2., ncols) - y = np.linspace(-csz/2., (nrows-1)*csz - csz/2., nrows) + x = np.linspace(-csz / 2.0, (ncols - 1) * csz - csz / 2.0, ncols) + y = np.linspace(-csz / 2.0, (nrows - 1) * csz - csz / 2.0, nrows) X, Y = np.meshgrid(x, y) # interpolate the normal from com1DFA (original) center to his vertex # this means from our vertex to our centers @@ -1902,46 +1980,46 @@ def getNormalMesh(dem, num=4): Nz = NzCenter # if no normal available, put 0 for Nx and Ny and 1 for Nz - dem['Nx'] = np.where(np.isnan(Nx), 0., 0.5*Nx) - dem['Ny'] = np.where(np.isnan(Ny), 0., 0.5*Ny) - dem['Nz'] = 0.5*Nz + dem["Nx"] = np.where(np.isnan(Nx), 0.0, 0.5 * Nx) + dem["Ny"] = np.where(np.isnan(Ny), 0.0, 0.5 * Ny) + dem["Nz"] = 0.5 * Nz # build no data mask (used to find out of dem particles) - outOfDEM = np.where(np.isnan(dem['rasterData']), 1, 0).astype(bool).flatten() - dem['outOfDEM'] = outOfDEM + outOfDEM = np.where(np.isnan(dem["rasterData"]), 1, 0).astype(bool).flatten() + dem["outOfDEM"] = outOfDEM return dem def getNormalArray(x, y, Nx, Ny, Nz, csz): - """ Interpolate vector field from grid to unstructured points - - Originally created to get the normal vector at location (x,y) given the - normal vector field on the grid. Grid has its origin in (0,0). - Can be used to interpolate any vector field. - Interpolation using a bilinear interpolation - - Parameters - ---------- - x: numpy array - location in the x location of desired interpolation - y: numpy array - location in the y location of desired interpolation - Nx: 2D numpy array - x component of the vector field at the grid nodes - Ny: 2D numpy array - y component of the vector field at the grid nodes - Nz: 2D numpy array - z component of the vector field at the grid nodes - csz: float - cellsize of the grid - - Returns - ------- - nx: numpy array - x component of the interpolated vector field at position (x, y) - ny: numpy array - y component of the interpolated vector field at position (x, y) - nz: numpy array - z component of the interpolated vector field at position (x, y) + """Interpolate vector field from grid to unstructured points + + Originally created to get the normal vector at location (x,y) given the + normal vector field on the grid. Grid has its origin in (0,0). + Can be used to interpolate any vector field. + Interpolation using a bilinear interpolation + + Parameters + ---------- + x: numpy array + location in the x location of desired interpolation + y: numpy array + location in the y location of desired interpolation + Nx: 2D numpy array + x component of the vector field at the grid nodes + Ny: 2D numpy array + y component of the vector field at the grid nodes + Nz: 2D numpy array + z component of the vector field at the grid nodes + csz: float + cellsize of the grid + + Returns + ------- + nx: numpy array + x component of the interpolated vector field at position (x, y) + ny: numpy array + y component of the interpolated vector field at position (x, y) + nz: numpy array + z component of the interpolated vector field at position (x, y) """ nrow, ncol = np.shape(Nx) # by default bilinear interpolation of the Nx, Ny, Nz of the grid @@ -1952,19 +2030,19 @@ def getNormalArray(x, y, Nx, Ny, Nz, csz): def cellsAffectedLine(header, pointsXY, typePoints): - """ find which cells of data area affected by points - - Parameters - ----------- - header: dict - info on array llcenter, nrows, ncols, cellsize - data: numpy nd array - data array - points: dict - dictionary with x, y coordinates - typePoints: str - type of coordinates in pointsXY, options: linestring, point - """ + """find which cells of data area affected by points + + Parameters + ----------- + header: dict + info on array llcenter, nrows, ncols, cellsize + data: numpy nd array + data array + points: dict + dictionary with x, y coordinates + typePoints: str + type of coordinates in pointsXY, options: linestring, point + """ xllc = header["xllcenter"] yllc = header["yllcenter"] @@ -1973,22 +2051,21 @@ def cellsAffectedLine(header, pointsXY, typePoints): y = np.linspace(yllc, yllc + (header["nrows"] - 1) * cellSize, header["nrows"]) xx, yy = np.meshgrid(x, y) - linecoords = np.zeros((len(pointsXY['x']), 2)) - linecoords[:,0] = pointsXY['x'] - linecoords[:,1] = pointsXY['y'] + linecoords = np.zeros((len(pointsXY["x"]), 2)) + linecoords[:, 0] = pointsXY["x"] + linecoords[:, 1] = pointsXY["y"] - if typePoints.lower() == 'linestring': + if typePoints.lower() == "linestring": line = LineString(linecoords) - elif typePoints.lower() == 'point' and len(pointsXY['x']) == 1: + elif typePoints.lower() == "point" and len(pointsXY["x"]) == 1: line = Point(linecoords) - elif typePoints.lower() == 'point' and len(pointsXY['x']) < 1: + elif typePoints.lower() == "point" and len(pointsXY["x"]) < 1: line = MultiPoint(linecoords) - - mask = np.zeros((header['nrows'], header['ncols'])) + mask = np.zeros((header["nrows"], header["ncols"])) for ind, m in enumerate(xx[:, 0]): for ind2, k in enumerate(xx[0, :]): if distance(line, Point([xx[ind, ind2], yy[ind, ind2]])) <= np.sqrt(cellSize**2 + cellSize**2): - mask[ind, ind2] = 1. + mask[ind, ind2] = 1.0 - return mask, xx, yy \ No newline at end of file + return mask, xx, yy diff --git a/avaframe/in3Utils/initializeProject.py b/avaframe/in3Utils/initializeProject.py index d3c21abfb..743d61fc7 100644 --- a/avaframe/in3Utils/initializeProject.py +++ b/avaframe/in3Utils/initializeProject.py @@ -190,7 +190,7 @@ def createFolderStruct(pathAvaName): Inputs = checkMakeDir(pathAvaName, 'Inputs') inputsSubDirs = ['RES', 'REL', 'SECREL', 'ENT', - 'POINTS', 'LINES', 'POLYGONS', 'RELTH'] + 'POINTS', 'LINES', 'POLYGONS', 'RELTH', "RASTERS"] for cuDir in inputsSubDirs: checkMakeDir(Inputs, cuDir) diff --git a/avaframe/out1Peak/outPlotAllPeak.py b/avaframe/out1Peak/outPlotAllPeak.py index c1158dc93..d04c6061e 100644 --- a/avaframe/out1Peak/outPlotAllPeak.py +++ b/avaframe/out1Peak/outPlotAllPeak.py @@ -77,9 +77,6 @@ def plotAllPeakFields(avaDir, cfgFLAGS, modName, demData=""): for sName in peakFilesDF["simName"]: plotDict[sName] = {} - # TODO get from data - srcCrs = rasterio.crs.CRS.from_epsg(31287) - # Loop through peakFiles and generate plot for m in range(len(peakFilesDF["names"])): @@ -107,9 +104,15 @@ def plotAllPeakFields(avaDir, cfgFLAGS, modName, demData=""): # add peak field data now ax, rowsMinPlot, colsMinPlot = addConstrainedDataField(fileName, resType, demField, ax, cellSize) - # TODO for testing + # Add background map if cfgFLAGS.getboolean("showOnlineBackground"): + rasterInfo = IOf.readRaster(fileName, noDataToNan=True) providers = ctx.providers.flatten() + srcCrs = rasterInfo['header']['crs'] + if srcCrs is None: + message = 'chosen basemap: %s not applicable for CRS: %s' % (str(cfgFLAGS["mapProvider"]), srcCrs) + log.error(message) + raise AssertionError(message) ctx.add_basemap(ax, crs=srcCrs, source=providers[str(cfgFLAGS["mapProvider"])], zorder=2) # if available zoom into area provided by crop shp file in Inputs/CROPSHAPE @@ -251,7 +254,7 @@ def plotAllFields(avaDir, inputDir, outDir, unit="", constrainData=True): if outDir.is_dir() is False: # create out dir if not already existing outDir.mkdir() - peakFiles = list(inputDir.glob("*.asc")) + peakFiles = list(inputDir.glob("*.asc")) + list(inputDir.glob("*.tif")) # Loop through peakFiles and generate plot for filename in peakFiles: diff --git a/avaframe/out1Peak/plotPeaksWithMap.py b/avaframe/out1Peak/plotPeaksWithMap.py deleted file mode 100644 index 217ffa390..000000000 --- a/avaframe/out1Peak/plotPeaksWithMap.py +++ /dev/null @@ -1,79 +0,0 @@ -import rasterio -import rasterio.plot -from rasterio.enums import Resampling -import matplotlib.pyplot as plt -import contextily as ctx -import numpy as np -import geopandas as gpd -from rasterio.crs import CRS -from mpl_toolkits.axes_grid1 import make_axes_locatable -from matplotlib.offsetbox import TextArea, DrawingArea, OffsetImage, AnnotationBbox - - -def plotASCwithWmts(ASCFile, cropShape=None): - # Open the GeoTIFF file - with rasterio.open(ASCFile, 'r+') as src: - src.crs = CRS.from_epsg(31287) - # Read the first band - data = src.read(1, resampling=Resampling.bilinear) - - # Replace no-data values with NaN for better visualization - data = np.where(data == src.nodata, np.nan, data) - data = np.where(data < 0.001, np.nan, data) - - # Plot the GeoTIFF - fig, ax = plt.subplots(figsize=(10, 10)) - ax.set_title("GeoTIFF/ASC with WMTS Background") - - # Plot the GeoTIFF - modRes = rasterio.plot.show(data, transform=src.transform, ax=ax, alpha=1, cmap="viridis", zorder=5) - - if cropShape: - focus = gpd.read_file(cropShape) - focus.plot(ax=ax, zorder=12, edgecolor="red", linewidth=2, facecolor="none") - extent = focus.total_bounds - ax.set_xlim(extent[0], extent[2]) - ax.set_ylim(extent[1], extent[3]) - - # Add a WMTS background (orthophoto from a WMTS server) - # ctx.add_basemap(ax, crs=src.crs, source=ctx.providers.BasemapAT.grau, zorder=4) - ctx.add_basemap(ax, crs=src.crs, source=ctx.providers.BasemapAT.orthofoto, zorder=4) - - # Plot second time, otherwise basemap is on top, in case zorder is not working... (FSO) - # rasterio.plot.show(data, transform=src.transform, ax=ax, alpha=0.9, cmap="viridis") - - # North Arrow - x, y, arrow_length = 0.95, 0.95, 0.1 - ax.annotate('N', xy=(x, y), xytext=(x, y - arrow_length), - arrowprops=dict(facecolor='black', width=1, headwidth=5), - ha='center', va='center', fontsize=10, - xycoords=ax.transAxes, zorder=6) - - # Colorbar - divider = make_axes_locatable(ax) - cax = divider.append_axes("right", size="5%", pad=0.05) - im = modRes.get_images()[0] - fig.colorbar(im, cax=cax) - - # logo = plt.imread('logo.png') - - # newax = fig.add_axes([0.21, 0.21, 0.22, 0.22], anchor='SE') - # newax.imshow(logo, alpha=0.6, zorder=20) - # newax.axis('off') - - # imagebox = OffsetImage(logo, zoom=0.8) - # ab = AnnotationBbox(imagebox, (0, 0), zorder=15) - # ax.add_artist(ab) - - # ax.figure.figimage(logo, 200, 200, alpha=.5, zorder=15, resize=True) - - # Show the plot - plt.show() - - -baseAscFile = 'pft.asc' -focusFile = 'focus.shp' - -# Replace with the path to your GeoTIFF file -plotASCwithWmts(baseAscFile, focusFile) -# plotASCwithWmts(baseAscFile) diff --git a/avaframe/out3Plot/outParticlesAnalysis.py b/avaframe/out3Plot/outParticlesAnalysis.py index e3497379b..164891796 100644 --- a/avaframe/out3Plot/outParticlesAnalysis.py +++ b/avaframe/out3Plot/outParticlesAnalysis.py @@ -22,63 +22,63 @@ # Local imports import avaframe.out3Plot.plotUtils as pU -import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.rasterUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU -from avaframe.in3Utils import cfgUtils -from avaframe.in3Utils import logUtils -import avaframe.ana5Utils.distanceTimeAnalysis as dtAna -import avaframe.in1Data.getInput as gI -import avaframe.in2Trans.rasterUtils as IOf import avaframe.out3Plot.outDistanceTimeAnalysis as dtAnaPlots -from avaframe.com1DFA import com1DFA -import avaframe.in3Utils.geoTrans as gT import avaframe.out1Peak.outPlotAllPeak as oP from avaframe.out3Plot import outAIMEC log = logging.getLogger(__name__) -def plotParticleThalwegAltitudeVelocity(avalancheDir, simIndex, simDF, rasterTransfo, dictVelAltThalweg, resTypePlots, - modName, demData): - """ plot peak flow fields and velocity thalweg envelope - - Parameters - ------------ - avalancheDir: pathlib path or str - path to avalanche directory - simIndex: str - index of current simulation - rasterTransfo: dict - info on domain transformation from xy to sl thalweg - dictVelAltThalweg: dict - info on velocity and altitude of particles along thalweg s - resTypePlots: list - list of result types that shall be plotted, one plot for each resType - modName: str - name of com module used to perform sims - demData: dict - dict of dem from sim +def plotParticleThalwegAltitudeVelocity( + avalancheDir, simIndex, simDF, rasterTransfo, dictVelAltThalweg, resTypePlots, modName, demData +): + """plot peak flow fields and velocity thalweg envelope + + Parameters + ------------ + avalancheDir: pathlib path or str + path to avalanche directory + simIndex: str + index of current simulation + rasterTransfo: dict + info on domain transformation from xy to sl thalweg + dictVelAltThalweg: dict + info on velocity and altitude of particles along thalweg s + resTypePlots: list + list of result types that shall be plotted, one plot for each resType + modName: str + name of com module used to perform sims + demData: dict + dict of dem from sim """ # convert avalancheDir to pathlib path avaDir = pathlib.Path(avalancheDir) # fetch name of simulation - simName = simDF['simName'].loc[simIndex] + simName = simDF["simName"].loc[simIndex] # create a plot for result variables in resTypePlots for resType in resTypePlots: # initialize figure - fig, ax = plt.subplots(1, 2, figsize=(pU.figW+10, pU.figH+3)) + fig, ax = plt.subplots(1, 2, figsize=(pU.figW + 10, pU.figH + 3)) # ax[0] # add peak field and thalweg - ax[0], rowsMinPlot, colsMinPlot = addPeakFieldConstrained(avaDir, modName, simName, resType, demData, ax[0], - alpha=1.0) - ax[0].plot(rasterTransfo['avaPath']['x'], rasterTransfo['avaPath']['y'], '-y', zorder=20, linewidth=1.0, - path_effects=[pe.Stroke(linewidth=2, foreground='k'), pe.Normal()], label='thalweg') - ax[0].legend(loc='upper right') + ax[0], rowsMinPlot, colsMinPlot = addPeakFieldConstrained( + avaDir, modName, simName, resType, demData, ax[0], alpha=1.0 + ) + ax[0].plot( + rasterTransfo["avaPath"]["x"], + rasterTransfo["avaPath"]["y"], + "-y", + zorder=20, + linewidth=1.0, + path_effects=[pe.Stroke(linewidth=2, foreground="k"), pe.Normal()], + label="thalweg", + ) + ax[0].legend(loc="upper right") ax[0].set_xlabel("x [m]") ax[0].set_ylabel("y [m]") @@ -86,94 +86,147 @@ def plotParticleThalwegAltitudeVelocity(avalancheDir, simIndex, simDF, rasterTra # plot the thalweg diagram # First Y axis cmap = cm.vik # colormap - ax[1].plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['maxVelocity'], color=cmap( - 0.01), label='Max and min velocity') # max - ax[1].plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minVelocity'], color=cmap(0.01)) # min - ax[1].plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['meanVelocity'], linestyle='dashed', - color=cmap(0.7), markersize=0.5, label='Mean velocity', linewidth=0.5) # mean - ax[1].plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['medianVelocity'], linestyle='dotted', - color=cmap(1.0), markersize=0.7, label='Median velocity', linewidth=0.7) # median + ax[1].plot( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["maxVelocity"], + color=cmap(0.01), + label="Max and min velocity", + ) # max + ax[1].plot( + dictVelAltThalweg["sXYThalweg"], dictVelAltThalweg["minVelocity"], color=cmap(0.01) + ) # min + ax[1].plot( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["meanVelocity"], + linestyle="dashed", + color=cmap(0.7), + markersize=0.5, + label="Mean velocity", + linewidth=0.5, + ) # mean + ax[1].plot( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["medianVelocity"], + linestyle="dotted", + color=cmap(1.0), + markersize=0.7, + label="Median velocity", + linewidth=0.7, + ) # median # filling the space between the max and min - ax[1].fill_between(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minVelocity'], - dictVelAltThalweg['maxVelocity'], color=cmap(0.2), alpha=0.2, zorder=1) + ax[1].fill_between( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["minVelocity"], + dictVelAltThalweg["maxVelocity"], + color=cmap(0.2), + alpha=0.2, + zorder=1, + ) # y label ax[1].set_ylabel("Velocity [m/s]", fontsize=22) - ax[1].tick_params(axis='both', labelsize=15) + ax[1].tick_params(axis="both", labelsize=15) # Second Y axis ax2 = ax[1].twinx() # Plotting the altitude envelope - dashed lines - ax2.plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['maxZ'], color='red', - linestyle='dashed', linewidth=0.4, label='Max and min altitude') - ax2.plot(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minZ'], color='red', - linestyle='dashed', linewidth=0.4) - ax2.fill_between(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minZ'], dictVelAltThalweg['maxZ'], - hatch='|||||||', facecolor='black') + ax2.plot( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["maxZ"], + color="red", + linestyle="dashed", + linewidth=0.4, + label="Max and min altitude", + ) + ax2.plot( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["minZ"], + color="red", + linestyle="dashed", + linewidth=0.4, + ) + ax2.fill_between( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["minZ"], + dictVelAltThalweg["maxZ"], + hatch="|||||||", + facecolor="black", + ) # X and Y labels - ax[1].set_xlabel('$s_{xy}$[m]\n\n', fontsize=22) - ax[1].xaxis.set_major_formatter(FormatStrFormatter('%.0f')) - ax2.set_ylabel('Altitude [m]', fontsize=22) - ax2.tick_params(axis='both', labelsize=15) + ax[1].set_xlabel("$s_{xy}$[m]\n\n", fontsize=22) + ax[1].xaxis.set_major_formatter(FormatStrFormatter("%.0f")) + ax2.set_ylabel("Altitude [m]", fontsize=22) + ax2.tick_params(axis="both", labelsize=15) # add legend - fig.legend(loc='lower center', ncol=4, fancybox=True, shadow=True, fontsize=15) + fig.legend(loc="lower center", ncol=4, fancybox=True, shadow=True, fontsize=15) # save and or plot - outDir = avaDir / 'Outputs' / 'out3Plot' / 'particleAnalysis' + outDir = avaDir / "Outputs" / "out3Plot" / "particleAnalysis" fU.makeADir(outDir) - name = 'particleThalwegAltitudeVelocity' - plotName = ('%s_%s_%s' % (name, simName, resType)) + name = "particleThalwegAltitudeVelocity" + plotName = "%s_%s_%s" % (name, simName, resType) plotPath = pU.saveAndOrPlot({"pathResult": outDir}, plotName, fig) -def plotThalwegTimeAltitudes(avalancheDir, simIndex, simDF, rasterTransfo, pfvCrossMax, modName, demSim, mtiInfo, - cfgRangeTime, velocityThreshold, measuredData=''): - """ Create plot showing the resType peak field with thalweg, - thalweg vs altitude with max peak field values along thalweg derived from peak fields - and the tt-diagram - - Parameters - ----------- - avalancheDir: str or pathlib path - path to avalanche directory - simIndex: str - index of current sim in simDF - simDF: dataFrame - dataframe with one row per simulation, and all model config parameters - rasterTransfo: dict - dict with info on transformation from cartesian to thalweg coordinate system - dictRaster: dict - dict with info on peak fields - modName: str - name of com module used to perform sims - demSim: dict - dict with info on dem used for sims - measuredData: dict - dict data: with time series of measured data (same format as trackedPartProp) - labelName: str name of label for plots - t: 1D array of time steps +def plotThalwegTimeAltitudes( + avalancheDir, + simIndex, + simDF, + rasterTransfo, + pfvCrossMax, + modName, + demSim, + mtiInfo, + cfgRangeTime, + velocityThreshold, + measuredData="", +): + """Create plot showing the resType peak field with thalweg, + thalweg vs altitude with max peak field values along thalweg derived from peak fields + and the tt-diagram + + Parameters + ----------- + avalancheDir: str or pathlib path + path to avalanche directory + simIndex: str + index of current sim in simDF + simDF: dataFrame + dataframe with one row per simulation, and all model config parameters + rasterTransfo: dict + dict with info on transformation from cartesian to thalweg coordinate system + dictRaster: dict + dict with info on peak fields + modName: str + name of com module used to perform sims + demSim: dict + dict with info on dem used for sims + measuredData: dict + dict data: with time series of measured data (same format as trackedPartProp) + labelName: str name of label for plots + t: 1D array of time steps """ # Load all info from the peak files avaDir = pathlib.Path(avalancheDir) # fetch name of simulation - simName = simDF['simName'].loc[simIndex] + simName = simDF["simName"].loc[simIndex] # check if measured data available to be included mDataAvailable = False - if measuredData != '': + if measuredData != "": mDataAvailable = True - nData = measuredData['x'].shape[1] + nData = measuredData["x"].shape[1] cmapData = cm.hawaii - zMaxM = np.nanmax(measuredData['z']) - tExt = np.nanmax(measuredData['t']) + zMaxM = np.nanmax(measuredData["z"]) + tExt = np.nanmax(measuredData["t"]) else: - zMaxM = 0. - tExt = 0. + zMaxM = 0.0 + tExt = 0.0 # initialize figure - fig = plt.figure(figsize=(pU.figW+10, pU.figH+3)) + fig = plt.figure(figsize=(pU.figW + 10, pU.figH + 3)) gs = fig.add_gridspec(2, 2) ax1 = fig.add_subplot(gs[0, 1]) ax2 = fig.add_subplot(gs[:, 0]) @@ -184,81 +237,99 @@ def plotThalwegTimeAltitudes(avalancheDir, simIndex, simDF, rasterTransfo, pfvCr # optionally add measurements if mDataAvailable: g = pU.gravityAcc - measuredData['velAlt'] = measuredData['z'] + (measuredData['velocityMag']**2.) / (2. * g) - addTrOrMe(ax1, measuredData, 'sAimec', 'velAlt', cmapData, label=False, lineStyle='--') - addTrOrMe(ax1, measuredData, 'sAimec', 'z', cmapData, label=False) + measuredData["velAlt"] = measuredData["z"] + (measuredData["velocityMag"] ** 2.0) / (2.0 * g) + addTrOrMe(ax1, measuredData, "sAimec", "velAlt", cmapData, label=False, lineStyle="--") + addTrOrMe(ax1, measuredData, "sAimec", "z", cmapData, label=False) # ax2 # add peak file plot - ax2, rowsMinPlot, colsMinPlot = addPeakFieldConstrained(avaDir, modName, simName, 'pfv', demSim, ax2, alpha=1.0) + ax2, rowsMinPlot, colsMinPlot = addPeakFieldConstrained( + avaDir, modName, simName, "pfv", demSim, ax2, alpha=1.0 + ) # add the thalweg - ax2.plot(rasterTransfo['avaPath']['x'], rasterTransfo['avaPath']['y'], '-y', zorder=20, linewidth=1.0, - path_effects=[pe.Stroke(linewidth=2, foreground='k'), pe.Normal()], label='thalweg') + ax2.plot( + rasterTransfo["avaPath"]["x"], + rasterTransfo["avaPath"]["y"], + "-y", + zorder=20, + linewidth=1.0, + path_effects=[pe.Stroke(linewidth=2, foreground="k"), pe.Normal()], + label="thalweg", + ) # optional add measurements if mDataAvailable: - addTrOrMe(ax2, measuredData, 'xOrig', 'yOrig', cmapData, label=True, zorder=22) + addTrOrMe(ax2, measuredData, "xOrig", "yOrig", cmapData, label=True, zorder=22) # # add labels and legend - ax2.set_xlabel('x [m] \n\n', fontsize=20) - ax2.set_ylabel('y [m] \n\n', fontsize=20) - ax2.tick_params(axis='both', labelsize=15) - ax2.legend(loc='lower left') + ax2.set_xlabel("x [m] \n\n", fontsize=20) + ax2.set_ylabel("y [m] \n\n", fontsize=20) + ax2.tick_params(axis="both", labelsize=15) + ax2.legend(loc="lower left") # ax3 thalweg time diagram ax3, rangeTimeResType = dtAnaPlots.addRangeTimePlotToAxes(mtiInfo, cfgRangeTime, ax3) - maxY = np.nanmax(mtiInfo['rangeList']) + maxY = np.nanmax(mtiInfo["rangeList"]) if mDataAvailable: - addTrOrMe(ax3, measuredData, 't', 'sAimec', cmapData, label=True) - maxY = max(maxY, np.nanmax(measuredData['sAimec'])) + addTrOrMe(ax3, measuredData, "t", "sAimec", cmapData, label=True) + maxY = max(maxY, np.nanmax(measuredData["sAimec"])) # set limits of axes to data extent - ax3.set_ylim([maxY*1.1, 0]) + ax3.set_ylim([maxY * 1.1, 0]) xExt = max(tExt, np.nanmax(mtiInfo["timeList"])) - ax3.set_xlim([0-2, xExt*1.1]) + ax3.set_xlim([0 - 2, xExt * 1.1]) # save and or plot avaDir = pathlib.Path(avalancheDir) - outDir = avaDir / 'Outputs' / 'out3Plot' / 'particleAnalysis' + outDir = avaDir / "Outputs" / "out3Plot" / "particleAnalysis" fU.makeADir(outDir) - plotName = ('thalwegTimeAltitudes_%s' % (simName)) + plotName = "thalwegTimeAltitudes_%s" % (simName) plotPath = pU.saveAndOrPlot({"pathResult": outDir}, plotName, fig) log.info("Plot for %s successfully saved at %s" % (plotName, str(plotPath))) -def plotParticleMotionTracking(avalancheDir, simName, dictVelAltThalweg, trackedPartProp, dictVelEnvelope, demSim, - modName, rasterTransfo, measuredData=''): - """ Create plot showing particle properties over time and along avalanche thalweg - in light blue envelope for all particles (filled between min and max values) - in dark blue the values for tracked particles - - panel 1: map view of flow variable peak field - panel 2: particle trajectoryLengthXYZ vs time - panel 3: particle velocityMagnitude vs time - panel 4: particle acceleration vs time - panel 5: particle trajectoryLengthXYZ vs thalweg Sxy - panel 6: particle velocity vs thalweg Sxy - panel 7: particle acceleration vs thalweg Sxy - - Parameters - ----------- - avalancheDir: pathlib path or str - path to avalanche directory - simName: str - name of simulation - dictVelAltThalweg: dict - dict with velocity and altitude envelope info for all particles - trackedPartProp: dict - dict with time series of tracked particle properties - dictVelEnvelope: dict - dict with velocity envelope info - demSim: dict - dict with sim dem info - modName: str - name of computational module that has been used to produce the sims - measuredData: dict - dict data: with time series of measured data (same format as trackedPartProp) - labelName: str name of label for plots - t: 1D array of time steps +def plotParticleMotionTracking( + avalancheDir, + simName, + dictVelAltThalweg, + trackedPartProp, + dictVelEnvelope, + demSim, + modName, + rasterTransfo, + measuredData="", +): + """Create plot showing particle properties over time and along avalanche thalweg + in light blue envelope for all particles (filled between min and max values) + in dark blue the values for tracked particles + + panel 1: map view of flow variable peak field + panel 2: particle trajectoryLengthXYZ vs time + panel 3: particle velocityMagnitude vs time + panel 4: particle acceleration vs time + panel 5: particle trajectoryLengthXYZ vs thalweg Sxy + panel 6: particle velocity vs thalweg Sxy + panel 7: particle acceleration vs thalweg Sxy + + Parameters + ----------- + avalancheDir: pathlib path or str + path to avalanche directory + simName: str + name of simulation + dictVelAltThalweg: dict + dict with velocity and altitude envelope info for all particles + trackedPartProp: dict + dict with time series of tracked particle properties + dictVelEnvelope: dict + dict with velocity envelope info + demSim: dict + dict with sim dem info + modName: str + name of computational module that has been used to produce the sims + measuredData: dict + dict data: with time series of measured data (same format as trackedPartProp) + labelName: str name of label for plots + t: 1D array of time steps """ # create pathlib path @@ -266,13 +337,13 @@ def plotParticleMotionTracking(avalancheDir, simName, dictVelAltThalweg, tracked # check if measured data available to be included mDataAvailable = False - if measuredData != '': + if measuredData != "": mDataAvailable = True - nData = measuredData['x'].shape[1] + nData = measuredData["x"].shape[1] cmapData = cm.hawaii # setup figure with subplots 7 panels - fig = plt.figure(figsize=(pU.figW+15, pU.figH+3)) + fig = plt.figure(figsize=(pU.figW + 15, pU.figH + 3)) gs = fig.add_gridspec(3, 3) ax1 = fig.add_subplot(gs[0:3, 0]) ax2 = fig.add_subplot(gs[0, 1]) @@ -284,270 +355,375 @@ def plotParticleMotionTracking(avalancheDir, simName, dictVelAltThalweg, tracked # ax1 # add peak file plot - ax1, rowsMinPlot, colsMinPlot = addPeakFieldConstrained(avaDir, modName, simName, 'pfv', demSim, ax1, - alpha=0.2, oneColor=cm.vik) + ax1, rowsMinPlot, colsMinPlot = addPeakFieldConstrained( + avaDir, modName, simName, "pfv", demSim, ax1, alpha=0.2, oneColor=cm.vik + ) # add tracked particles locations over time - xllcenter = demSim['header']['xllcenter'] - yllcenter = demSim['header']['yllcenter'] + xllcenter = demSim["header"]["xllcenter"] + yllcenter = demSim["header"]["yllcenter"] cmap = cm.vik - ax1.plot(trackedPartProp['x'][:, 0]+xllcenter, trackedPartProp['y'][:, 0]+yllcenter, zorder=1, linewidth=1.0, - color=cmap(0.25), label='tracked particles') - ax1.plot(trackedPartProp['x']+xllcenter, trackedPartProp['y']+yllcenter, zorder=2, linewidth=1.0, color=cmap(0.25)) - ax1.plot(rasterTransfo['avaPath']['x'], rasterTransfo['avaPath']['y'], '-y', zorder=20, linewidth=1.0, - path_effects=[pe.Stroke(linewidth=2, foreground='k'), pe.Normal()], label='thalweg') + ax1.plot( + trackedPartProp["x"][:, 0] + xllcenter, + trackedPartProp["y"][:, 0] + yllcenter, + zorder=1, + linewidth=1.0, + color=cmap(0.25), + label="tracked particles", + ) + ax1.plot( + trackedPartProp["x"] + xllcenter, + trackedPartProp["y"] + yllcenter, + zorder=2, + linewidth=1.0, + color=cmap(0.25), + ) + ax1.plot( + rasterTransfo["avaPath"]["x"], + rasterTransfo["avaPath"]["y"], + "-y", + zorder=20, + linewidth=1.0, + path_effects=[pe.Stroke(linewidth=2, foreground="k"), pe.Normal()], + label="thalweg", + ) if mDataAvailable: - addTrOrMe(ax1, measuredData, 'xOrig', 'yOrig', cmapData, label=True, zorder=4) + addTrOrMe(ax1, measuredData, "xOrig", "yOrig", cmapData, label=True, zorder=4) # add blue path for legend entry for addPeakFieldConstrained imshow plot - bluePatch = mpatches.Patch(color=cm.vik(0.25), label='all particles', alpha=0.2) + bluePatch = mpatches.Patch(color=cm.vik(0.25), label="all particles", alpha=0.2) # where some data has already been plotted to ax handles, labels = ax1.get_legend_handles_labels() handles.append(bluePatch) # labels and ticks - ax1.set_xlabel('x [m] \n\n', fontsize=22) - ax1.set_ylabel('y [m]', fontsize=22) - ax1.tick_params(axis='both', labelsize=13) - ax1.legend(handles=handles, loc='upper left') + ax1.set_xlabel("x [m] \n\n", fontsize=22) + ax1.set_ylabel("y [m]", fontsize=22) + ax1.tick_params(axis="both", labelsize=13) + ax1.legend(handles=handles, loc="upper left") # ax2 # # plot the trajectoryLengthXYZ vs time - ax2.plot(trackedPartProp['t'], trackedPartProp['trajectoryLengthXYZ'], zorder=2, linewidth=1.0, color=cmap(0.25)) - ax2.plot(trackedPartProp['t'][:], trackedPartProp['trajectoryLengthXYZ'][:, 0], zorder=1, linewidth=1.0, - color=cmap(0.25), label='tracked particles') + ax2.plot( + trackedPartProp["t"], + trackedPartProp["trajectoryLengthXYZ"], + zorder=2, + linewidth=1.0, + color=cmap(0.25), + ) + ax2.plot( + trackedPartProp["t"][:], + trackedPartProp["trajectoryLengthXYZ"][:, 0], + zorder=1, + linewidth=1.0, + color=cmap(0.25), + label="tracked particles", + ) if mDataAvailable: - addTrOrMe(ax2, measuredData, 't', 'trajectoryLengthXYZ', cmapData, label=False) - ax2.fill_between(dictVelEnvelope['Time'], dictVelEnvelope['SxyzMin'], - dictVelEnvelope['SxyzMax'], color=cmap(0.2), alpha=0.2, zorder=0) + addTrOrMe(ax2, measuredData, "t", "trajectoryLengthXYZ", cmapData, label=False) + ax2.fill_between( + dictVelEnvelope["Time"], + dictVelEnvelope["SxyzMin"], + dictVelEnvelope["SxyzMax"], + color=cmap(0.2), + alpha=0.2, + zorder=0, + ) # labels and ticks - ax2.set_xlabel('Time [s] \n\n', fontsize=15) - ax2.set_ylabel('$trajectory_{XYZ}$ [m]', fontsize=15) - ax2.tick_params(axis='both', labelsize=13) + ax2.set_xlabel("Time [s] \n\n", fontsize=15) + ax2.set_ylabel("$trajectory_{XYZ}$ [m]", fontsize=15) + ax2.tick_params(axis="both", labelsize=13) # ax3 # plot velocity Magnitude of particles vs time cmap = cm.vik - ax3.plot(trackedPartProp['t'], trackedPartProp['velocityMag'], zorder=2, linewidth=1.0, color=cmap(0.25), alpha=0.5) + ax3.plot( + trackedPartProp["t"], + trackedPartProp["velocityMag"], + zorder=2, + linewidth=1.0, + color=cmap(0.25), + alpha=0.5, + ) if mDataAvailable: - addTrOrMe(ax3, measuredData, 't', 'velocityMag', cmapData, label=False) - ax3.fill_between(dictVelEnvelope['Time'], dictVelEnvelope['Min'], - dictVelEnvelope['Max'], color=cmap(0.2), alpha=0.2, zorder=0) + addTrOrMe(ax3, measuredData, "t", "velocityMag", cmapData, label=False) + ax3.fill_between( + dictVelEnvelope["Time"], + dictVelEnvelope["Min"], + dictVelEnvelope["Max"], + color=cmap(0.2), + alpha=0.2, + zorder=0, + ) # labels and ticks - ax3.set_xlabel('Time [s] \n\n', fontsize=15) - ax3.set_ylabel('Velocity [m/s]', fontsize=15) - ax3.tick_params(axis='both', labelsize=13) + ax3.set_xlabel("Time [s] \n\n", fontsize=15) + ax3.set_ylabel("Velocity [m/s]", fontsize=15) + ax3.tick_params(axis="both", labelsize=13) # ax4 # plot acceleration of particles vs time - ax4.fill_between(dictVelEnvelope['Time'], np.nanmin(dictVelEnvelope['Acc'], axis=1), - np.nanmax(dictVelEnvelope['Acc'], axis=1), color=cmap(0.2), alpha=0.2, zorder=0, label='all particles') - ax4.plot(trackedPartProp['t'][:], trackedPartProp['uAcc'][:, 0], zorder=1, linewidth=1.0, color=cmap(0.25), - label='tracked particles') - ax4.plot(trackedPartProp['t'], trackedPartProp['uAcc'], zorder=1, linewidth=1.0, color=cmap(0.25)) + ax4.fill_between( + dictVelEnvelope["Time"], + np.nanmin(dictVelEnvelope["Acc"], axis=1), + np.nanmax(dictVelEnvelope["Acc"], axis=1), + color=cmap(0.2), + alpha=0.2, + zorder=0, + label="all particles", + ) + ax4.plot( + trackedPartProp["t"][:], + trackedPartProp["uAcc"][:, 0], + zorder=1, + linewidth=1.0, + color=cmap(0.25), + label="tracked particles", + ) + ax4.plot(trackedPartProp["t"], trackedPartProp["uAcc"], zorder=1, linewidth=1.0, color=cmap(0.25)) if mDataAvailable: - addTrOrMe(ax4, measuredData, 't', 'uAcc', cmapData, label=False) + addTrOrMe(ax4, measuredData, "t", "uAcc", cmapData, label=False) # labels and ticks - ax4.set_xlabel('Time [s] \n\n', fontsize=15) - ax4.set_ylabel('Acceleration [m/s²]', fontsize=15) - ax4.tick_params(axis='both', labelsize=13) + ax4.set_xlabel("Time [s] \n\n", fontsize=15) + ax4.set_ylabel("Acceleration [m/s²]", fontsize=15) + ax4.tick_params(axis="both", labelsize=13) # ax5 # plot travel length along thalweg - ax5.fill_between(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minSxyz'], - dictVelAltThalweg['maxSxyz'], color=cmap(0.2), alpha=0.2, zorder=0) - ax5.plot(trackedPartProp['sAimec'], trackedPartProp['trajectoryLengthXYZ'], color=cmap(0.25), zorder=1) + ax5.fill_between( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["minSxyz"], + dictVelAltThalweg["maxSxyz"], + color=cmap(0.2), + alpha=0.2, + zorder=0, + ) + ax5.plot(trackedPartProp["sAimec"], trackedPartProp["trajectoryLengthXYZ"], color=cmap(0.25), zorder=1) if mDataAvailable: - addTrOrMe(ax5, measuredData, 'sAimec', 'trajectoryLengthXYZ', cmapData, label=False) + addTrOrMe(ax5, measuredData, "sAimec", "trajectoryLengthXYZ", cmapData, label=False) # labels and ticks - ax5.set_xlabel('$S_{xy}$ (thalweg) [m]', fontsize=15) - ax5.set_ylabel('$trajectory_{XYZ}$ [m]', fontsize=15) - ax5.tick_params(axis='both', labelsize=13) + ax5.set_xlabel("$S_{xy}$ (thalweg) [m]", fontsize=15) + ax5.set_ylabel("$trajectory_{XYZ}$ [m]", fontsize=15) + ax5.tick_params(axis="both", labelsize=13) # ax6 # plot velocity along thalweg - l2 = ax6.fill_between(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['minVelocity'], - dictVelAltThalweg['maxVelocity'], color=cmap(0.2), alpha=0.2, zorder=0, label='all particles') - ax6.plot(trackedPartProp['sAimec'], trackedPartProp['velocityMag'], color=cmap(0.25), zorder=1) - ax6.plot(trackedPartProp['sAimec'][:, 0], trackedPartProp['velocityMag'][:, 0], color=cmap(0.25), zorder=1, - label='tracked particles') + l2 = ax6.fill_between( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["minVelocity"], + dictVelAltThalweg["maxVelocity"], + color=cmap(0.2), + alpha=0.2, + zorder=0, + label="all particles", + ) + ax6.plot(trackedPartProp["sAimec"], trackedPartProp["velocityMag"], color=cmap(0.25), zorder=1) + ax6.plot( + trackedPartProp["sAimec"][:, 0], + trackedPartProp["velocityMag"][:, 0], + color=cmap(0.25), + zorder=1, + label="tracked particles", + ) if mDataAvailable: - addTrOrMe(ax6, measuredData, 'sAimec', 'velocityMag', cmapData, label=True) + addTrOrMe(ax6, measuredData, "sAimec", "velocityMag", cmapData, label=True) # labels and ticks - ax6.set_xlabel('$S_{xy}$ [m]', fontsize=15) - ax6.set_ylabel('Velocity [m/s]', fontsize=15) - ax6.tick_params(axis='both', labelsize=13) + ax6.set_xlabel("$S_{xy}$ [m]", fontsize=15) + ax6.set_ylabel("Velocity [m/s]", fontsize=15) + ax6.tick_params(axis="both", labelsize=13) # ax7 # plot acceleration along the thalweg - ax7.fill_between(dictVelAltThalweg['sXYThalweg'], dictVelAltThalweg['maxAcc'], - dictVelAltThalweg['minAcc'], color=cmap(0.2), alpha=0.2, zorder=0) - ax7.plot(trackedPartProp['sAimec'], trackedPartProp['uAcc'], color=cmap(0.25), zorder=1) # max + ax7.fill_between( + dictVelAltThalweg["sXYThalweg"], + dictVelAltThalweg["maxAcc"], + dictVelAltThalweg["minAcc"], + color=cmap(0.2), + alpha=0.2, + zorder=0, + ) + ax7.plot(trackedPartProp["sAimec"], trackedPartProp["uAcc"], color=cmap(0.25), zorder=1) # max if mDataAvailable: - addTrOrMe(ax7, measuredData, 'sAimec', 'uAcc', cmapData, label=False) + addTrOrMe(ax7, measuredData, "sAimec", "uAcc", cmapData, label=False) # labels and ticks - ax7.set_xlabel('$S_{xy}$ [m]', fontsize=15) - ax7.set_ylabel('Acceleration [m/s²]', fontsize=15) - ax7.tick_params(axis='both', labelsize=13) + ax7.set_xlabel("$S_{xy}$ [m]", fontsize=15) + ax7.set_ylabel("Acceleration [m/s²]", fontsize=15) + ax7.tick_params(axis="both", labelsize=13) # save and or plot - outDir = avaDir / 'Outputs' / 'out3Plot' / 'particleAnalysis' + outDir = avaDir / "Outputs" / "out3Plot" / "particleAnalysis" fU.makeADir(outDir) - plotName = ('particleMotionTracking_%s' % (simName)) + plotName = "particleMotionTracking_%s" % (simName) plotPath = pU.saveAndOrPlot({"pathResult": outDir}, plotName, fig) log.info("Plot for %s successfully saved at %s" % (plotName, str(plotPath))) -def addTrOrMe(ax, pDict, prop1, prop2, cmap, label=False, zorder=1, lineStyle='-'): - """ add a line plot of x: prop1, y: prop2 and label if label=True - - Parameters - ----------- - ax: matplotlib axes - axes where plot should be added to - prop1: str - name of property in pDict used for x axis - prop2: str - name of property in pDict used for y axis - cmap: matplotlib colormap - cmap to be used for multiple particles in pDict - label: bool - if True add label to lines for legend - zorder: int - order of the plot object on the axes - """ +def addTrOrMe(ax, pDict, prop1, prop2, cmap, label=False, zorder=1, lineStyle="-"): + """add a line plot of x: prop1, y: prop2 and label if label=True + + Parameters + ----------- + ax: matplotlib axes + axes where plot should be added to + prop1: str + name of property in pDict used for x axis + prop2: str + name of property in pDict used for y axis + cmap: matplotlib colormap + cmap to be used for multiple particles in pDict + label: bool + if True add label to lines for legend + zorder: int + order of the plot object on the axes + """ # create an index array for colormap to divide into equal intervals according to number of particles to be plotted cmapDiv = np.linspace(0, 1, pDict[prop2].shape[1]) for ind in range(pDict[prop2].shape[1]): if label: - labelStr = pDict['label'][ind] + labelStr = pDict["label"][ind] else: - labelStr = '' + labelStr = "" # if property is t, only 1D vector, for all others 2d array - if prop1 == 't': - ax.plot(pDict[prop1][:], pDict[prop2][:, ind], color=cmap(cmapDiv[ind]), zorder=zorder, linewidth=1.0, - label=labelStr, linestyle=lineStyle) + if prop1 == "t": + ax.plot( + pDict[prop1][:], + pDict[prop2][:, ind], + color=cmap(cmapDiv[ind]), + zorder=zorder, + linewidth=1.0, + label=labelStr, + linestyle=lineStyle, + ) else: - ax.plot(pDict[prop1][:, ind], pDict[prop2][:, ind], color=cmap(cmapDiv[ind]), zorder=zorder, linewidth=1.0, - label=labelStr, linestyle=lineStyle) - - -def addPeakFieldConstrained(avaDir, modName, simName, resType, demData, ax, alpha, oneColor=''): - """ use out1Peak functions to add plot of a peak field - - Parameters - ------------ - avaDir: pathlib path - path to avalanche dir - modName: str - name of computational module used to produce result peak fields - simName: str - name of simulation - resType: str - result variable name to look for peak field - demData: dict - dict with info on dem used to run sim of peak field data - ax: matplotlib axes object - axes where plot shall be added to - alpha: float - value for transparency from 0-1 - oneColor: empty str - optional to add a color for a single color for field + ax.plot( + pDict[prop1][:, ind], + pDict[prop2][:, ind], + color=cmap(cmapDiv[ind]), + zorder=zorder, + linewidth=1.0, + label=labelStr, + linestyle=lineStyle, + ) + + +def addPeakFieldConstrained(avaDir, modName, simName, resType, demData, ax, alpha, oneColor=""): + """use out1Peak functions to add plot of a peak field + + Parameters + ------------ + avaDir: pathlib path + path to avalanche dir + modName: str + name of computational module used to produce result peak fields + simName: str + name of simulation + resType: str + result variable name to look for peak field + demData: dict + dict with info on dem used to run sim of peak field data + ax: matplotlib axes object + axes where plot shall be added to + alpha: float + value for transparency from 0-1 + oneColor: empty str + optional to add a color for a single color for field """ # prepare dem data - demField = np.where(demData["rasterData"] == demData["header"]["nodata_value"], np.nan, - demData["rasterData"]) + demField = np.where( + demData["rasterData"] == demData["header"]["nodata_value"], np.nan, demData["rasterData"] + ) # set input dir - inputDir = avaDir / 'Outputs' / modName / 'peakFiles' + inputDir = avaDir / "Outputs" / modName / "peakFiles" # fetch all sims in inputDir with info on result files simResDF, resTypeList = fU.makeSimFromResDF(avaDir, modName, inputDir=inputDir) # find peakFile for resType - peakFilePath = simResDF[resType].loc[simResDF['simName'] == simName].values[0] + peakFilePath = simResDF[resType].loc[simResDF["simName"] == simName].values[0] # fetch cell size - cellSize = simResDF['cellSize'].loc[simResDF['simName'] == simName].values[0] + cellSize = simResDF["cellSize"].loc[simResDF["simName"] == simName].values[0] # add constrained peak result field data plot to axes - ax = oP.addConstrainedDataField(peakFilePath, resType, demField, ax, cellSize, alpha=alpha, oneColor=oneColor) + ax = oP.addConstrainedDataField( + peakFilePath, resType, demField, ax, cellSize, alpha=alpha, oneColor=oneColor + ) return ax def velocityEnvelope(particlesTimeArrays): - """ compute the velocity envelope from particle values - - Parameters - ----------- - particlesTimeArrays: dict - dict with time series for particle properties - - Returns - -------- - dictVelEnvelope: dict - max, mean, min values of velocity over all particles for each time step - velocity, acceleration, min and max of trajectoryLengthXYZ of particles for each time step + """compute the velocity envelope from particle values + + Parameters + ----------- + particlesTimeArrays: dict + dict with time series for particle properties + + Returns + -------- + dictVelEnvelope: dict + max, mean, min values of velocity over all particles for each time step + velocity, acceleration, min and max of trajectoryLengthXYZ of particles for each time step """ # Preparing time, maximum values, minimum values, mean, median - Max = np.zeros(len(particlesTimeArrays['t'])) - Min = np.zeros(len(particlesTimeArrays['t'])) - Mean = np.zeros(len(particlesTimeArrays['t'])) - Median = np.zeros(len(particlesTimeArrays['t'])) - SxyzMax = np.zeros(len(particlesTimeArrays['t'])) - SxyzMin = np.zeros(len(particlesTimeArrays['t'])) + Max = np.zeros(len(particlesTimeArrays["t"])) + Min = np.zeros(len(particlesTimeArrays["t"])) + Mean = np.zeros(len(particlesTimeArrays["t"])) + Median = np.zeros(len(particlesTimeArrays["t"])) + SxyzMax = np.zeros(len(particlesTimeArrays["t"])) + SxyzMin = np.zeros(len(particlesTimeArrays["t"])) # loop over time steps and compute max, min, ... - for j in range(len(particlesTimeArrays['t'])): - Max[j] = np.amax(particlesTimeArrays['velocityMag'][j, :]) - Min[j] = np.amin(particlesTimeArrays['velocityMag'][j, :]) - Mean[j] = np.mean(particlesTimeArrays['velocityMag'][j, :]) - Median[j] = np.median(particlesTimeArrays['velocityMag'][j, :]) - SxyzMax[j] = np.nanmax(particlesTimeArrays['trajectoryLengthXYZ'][j, :]) - SxyzMin[j] = np.nanmin(particlesTimeArrays['trajectoryLengthXYZ'][j, :]) + for j in range(len(particlesTimeArrays["t"])): + Max[j] = np.amax(particlesTimeArrays["velocityMag"][j, :]) + Min[j] = np.amin(particlesTimeArrays["velocityMag"][j, :]) + Mean[j] = np.mean(particlesTimeArrays["velocityMag"][j, :]) + Median[j] = np.median(particlesTimeArrays["velocityMag"][j, :]) + SxyzMax[j] = np.nanmax(particlesTimeArrays["trajectoryLengthXYZ"][j, :]) + SxyzMin[j] = np.nanmin(particlesTimeArrays["trajectoryLengthXYZ"][j, :]) dictVelEnvelope = {} - dictVelEnvelope['Velocity'] = particlesTimeArrays['velocityMag'] - dictVelEnvelope['Acc'] = particlesTimeArrays['uAcc'] - dictVelEnvelope['Mean'] = Mean - dictVelEnvelope['Median'] = Median - dictVelEnvelope['Min'] = Min - dictVelEnvelope['Max'] = Max - dictVelEnvelope['Time'] = particlesTimeArrays['t'] - dictVelEnvelope['SxyzMax'] = SxyzMax - dictVelEnvelope['SxyzMin'] = SxyzMin + dictVelEnvelope["Velocity"] = particlesTimeArrays["velocityMag"] + dictVelEnvelope["Acc"] = particlesTimeArrays["uAcc"] + dictVelEnvelope["Mean"] = Mean + dictVelEnvelope["Median"] = Median + dictVelEnvelope["Min"] = Min + dictVelEnvelope["Max"] = Max + dictVelEnvelope["Time"] = particlesTimeArrays["t"] + dictVelEnvelope["SxyzMax"] = SxyzMax + dictVelEnvelope["SxyzMin"] = SxyzMin return dictVelEnvelope def velocityEnvelopeThalweg(particlesTimeArrays): - """ function to generate the velocity envelope along the thalweg from simulated flows + """function to generate the velocity envelope along the thalweg from simulated flows - Parameters - ----------- - particlesTimeArrays: dict - dict with time series of particle properties + Parameters + ----------- + particlesTimeArrays: dict + dict with time series of particle properties - Returns - -------- - dictVelAltThalweg: dict - dict with min, max, mean, ... values of particles elevation, velocity and acceleration - for each thalweg coordinate + Returns + -------- + dictVelAltThalweg: dict + dict with min, max, mean, ... values of particles elevation, velocity and acceleration + for each thalweg coordinate """ - time = particlesTimeArrays['t'] - sBetaPoint = particlesTimeArrays['sBetaPoint'] + time = particlesTimeArrays["t"] + sBetaPoint = particlesTimeArrays["sBetaPoint"] - elevation = particlesTimeArrays['z'].flatten() - sXY = particlesTimeArrays['sAimec'].flatten() + elevation = particlesTimeArrays["z"].flatten() + sXY = particlesTimeArrays["sAimec"].flatten() - velocityMag = particlesTimeArrays['velocityMag'].flatten() - uAcc = particlesTimeArrays['uAcc'].flatten() - trajectoryLengthXYZ = particlesTimeArrays['trajectoryLengthXYZ'].flatten() + velocityMag = particlesTimeArrays["velocityMag"].flatten() + uAcc = particlesTimeArrays["uAcc"].flatten() + trajectoryLengthXYZ = particlesTimeArrays["trajectoryLengthXYZ"].flatten() # sort particle coordinates in thalweg system and only keep unique values sXYSorted = np.unique(sXY) @@ -586,68 +762,70 @@ def velocityEnvelopeThalweg(particlesTimeArrays): medianAcc[indS] = np.nanmedian(uAcc[sXYInd[0]]) dictVelAltThalweg = {} - dictVelAltThalweg['sXYPart'] = particlesTimeArrays['sAimec'] - dictVelAltThalweg['maxSxyz'] = maxSxyz - dictVelAltThalweg['minSxyz'] = minSxyz - dictVelAltThalweg['sXYThalweg'] = sXYSorted - dictVelAltThalweg['sBetaPoint'] = sBetaPoint - dictVelAltThalweg['meanVelocity'] = meanVelocity - dictVelAltThalweg['medianVelocity'] = medianVelocity - dictVelAltThalweg['minVelocity'] = minVelocity - dictVelAltThalweg['maxVelocity'] = maxVelocity - dictVelAltThalweg['minZ'] = minZ - dictVelAltThalweg['maxZ'] = maxZ - dictVelAltThalweg['meanAcc'] = meanAcc - dictVelAltThalweg['medianAcc'] = medianAcc - dictVelAltThalweg['minAcc'] = minAcc - dictVelAltThalweg['maxAcc'] = maxAcc + dictVelAltThalweg["sXYPart"] = particlesTimeArrays["sAimec"] + dictVelAltThalweg["maxSxyz"] = maxSxyz + dictVelAltThalweg["minSxyz"] = minSxyz + dictVelAltThalweg["sXYThalweg"] = sXYSorted + dictVelAltThalweg["sBetaPoint"] = sBetaPoint + dictVelAltThalweg["meanVelocity"] = meanVelocity + dictVelAltThalweg["medianVelocity"] = medianVelocity + dictVelAltThalweg["minVelocity"] = minVelocity + dictVelAltThalweg["maxVelocity"] = maxVelocity + dictVelAltThalweg["minZ"] = minZ + dictVelAltThalweg["maxZ"] = maxZ + dictVelAltThalweg["meanAcc"] = meanAcc + dictVelAltThalweg["medianAcc"] = medianAcc + dictVelAltThalweg["minAcc"] = minAcc + dictVelAltThalweg["maxAcc"] = maxAcc return dictVelAltThalweg -def readMeasuredParticleData(avalancheDir, demHeader, pData=''): - """ fetch data on measured particles from pickle in Inputs/measuredParticles - only one pickle file allowed if no pData (name of particle file) is provided - - Parameters - ---------- - avalancheDir: pathlib path - path to avalanche directory - demHeader: dict - currently xllcenter, yllcenter required to set x, y coordinates to origin 0,0 - pData: str - name of mesured particle file - - Returns - --------- - mParticles: dict - dict with info on measured particles properties (veloctiyMag, x, y, z, uAcc, t) - all properties except t are of shape: mxn matrix, where m refers to the time steps and n to the - individual particles t is a vector of the time step values corresponding to m - label is a list of names of the labels for the measured particles corresponding to n +def readMeasuredParticleData(avalancheDir, demHeader, pData=""): + """fetch data on measured particles from pickle in Inputs/measuredParticles + only one pickle file allowed if no pData (name of particle file) is provided + + Parameters + ---------- + avalancheDir: pathlib path + path to avalanche directory + demHeader: dict + currently xllcenter, yllcenter required to set x, y coordinates to origin 0,0 + pData: str + name of mesured particle file + + Returns + --------- + mParticles: dict + dict with info on measured particles properties (veloctiyMag, x, y, z, uAcc, t) + all properties except t are of shape: mxn matrix, where m refers to the time steps and n to the + individual particles t is a vector of the time step values corresponding to m + label is a list of names of the labels for the measured particles corresponding to n """ - inputDir = pathlib.Path(avalancheDir, 'Inputs', 'measuredParticles') - if pData != '': + inputDir = pathlib.Path(avalancheDir, "Inputs", "measuredParticles") + if pData != "": partFileP = inputDir / pData if partFileP.is_file() is False: - message = 'measured particle file: %s does not exist' % (str(partFileP)) + message = "measured particle file: %s does not exist" % (str(partFileP)) log.error(message) raise FileNotFoundError(message) else: - partFiles = list(inputDir.glob('*.pickle')) + partFiles = list(inputDir.glob("*.pickle")) partFileP = partFiles[0] if len(partFiles) > 1: - message = ('Multiple measured particle files found in %s, first one found selected: %s' % - (str(inputDir), partFiles[0].name)) + message = "Multiple measured particle files found in %s, first one found selected: %s" % ( + str(inputDir), + partFiles[0].name, + ) log.warning(message) mParticles = pickle.load(open(partFileP, "rb")) # TODO: check if we will keep this or change the particles from com1DFA to have xllcenter, yllcenter as origin too - mParticles['xOrig'] = mParticles['x'] - mParticles['yOrig'] = mParticles['y'] - mParticles['x'] = mParticles['x'] - demHeader['xllcenter'] - mParticles['y'] = mParticles['y'] - demHeader['yllcenter'] + mParticles["xOrig"] = mParticles["x"] + mParticles["yOrig"] = mParticles["y"] + mParticles["x"] = mParticles["x"] - demHeader["xllcenter"] + mParticles["y"] = mParticles["y"] - demHeader["yllcenter"] return mParticles diff --git a/avaframe/out3Plot/outQuickPlot.py b/avaframe/out3Plot/outQuickPlot.py index fbe45e29c..892697cb0 100644 --- a/avaframe/out3Plot/outQuickPlot.py +++ b/avaframe/out3Plot/outQuickPlot.py @@ -310,11 +310,19 @@ def quickPlotBench(avaDir, simNameRef, simNameComp, refDir, compDir, cfg, suffix refDir = fU.checkPathlib(refDir) compDir = fU.checkPathlib(compDir) + + # check if files exist either in .asc or .tif (asc is taken first) simRefFile = refDir / (simNameRef + '_' + suffix + '.asc') - simCompFile = compDir / (simNameComp + '_' + suffix + '.asc') + if not simRefFile.is_file(): + simRefFile = refDir / (simNameRef + '_' + suffix + '.tif') + if not simRefFile.is_file(): + log.error('simFile for result type: %s not found' % suffix) - if not simRefFile.is_file() or not simCompFile.is_file(): - log.error('File for result type: %s not found' % suffix) + simCompFile = compDir / (simNameComp + '_' + suffix + '.asc') + if not simCompFile.is_file(): + simCompFile = compDir / (simNameComp + '_' + suffix + '.tif') + if not simCompFile.is_file(): + log.error('compFile for result type: %s not found' % suffix) # Load data raster = IOf.readRaster(simCompFile, noDataToNan=True) @@ -622,7 +630,7 @@ def plotAllContours(avaDir, modName, resType, level, specDir=''): raise AssertionError(message) # fetch all files for resType (file format needs to be of type _resType.asc) - pFiles = list(inDir.glob('*_%s.asc' % resType)) + pFiles = list(inDir.glob('*_%s.*' % resType)) # loop over all pFiles and create contourLines dictionary contourDict = {} diff --git a/avaframe/out3Plot/statsPlots.py b/avaframe/out3Plot/statsPlots.py index 9d5aa3e8a..4ad69fb15 100644 --- a/avaframe/out3Plot/statsPlots.py +++ b/avaframe/out3Plot/statsPlots.py @@ -247,7 +247,7 @@ def plotProbMap(avaDir, inDir, cfgFull, demPlot=False): avaName = pathlib.PurePath(avaDir).name # fetch probabiltiy map datasets in inDir - dataFiles = list(inDir.glob('*.asc')) + dataFiles = list(inDir.glob('*.asc')) + list(inDir.glob("*.tif")) if dataFiles == []: message = 'No probability map dataset found in: %s' % (inDir) log.error(message) diff --git a/avaframe/runCom1DFA.py b/avaframe/runCom1DFA.py index 93a0777ce..4d72def6e 100644 --- a/avaframe/runCom1DFA.py +++ b/avaframe/runCom1DFA.py @@ -59,9 +59,7 @@ def runCom1DFA(avalancheDir='', calibration=''): # Clean input directory(ies) of old work and output files # If you just created the ``avalancheDir`` this one should be clean but if you # already did some calculations you might want to clean it:: - # TODO change back - # initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=False) - initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=True) + initProj.cleanSingleAvaDir(avalancheDir, deleteOutput=False) # Set friction model according to cmd argument cfgCom1DFA = cfgUtils.getModuleConfig(com1DFA, toPrint=False) diff --git a/avaframe/runScripts/runD2Th.py b/avaframe/runScripts/runD2Th.py index 8fb36f91b..2eaa825e6 100644 --- a/avaframe/runScripts/runD2Th.py +++ b/avaframe/runScripts/runD2Th.py @@ -19,7 +19,7 @@ def runD2Th(avaDir, comMod, resType, profileAxis, profileIndex): # directory with peak files inDir = pathlib.Path(avaDir, "Outputs", comMod, "peakFiles") - resFiles = list(inDir.glob("*_%s.asc" % resType)) + resFiles = list(inDir.glob("*_%s.asc" % resType)) + list(inDir.glob("*_%s.tif" % resType)) # create output directory outDir = pathlib.Path(avaDir, "Outputs", comMod, "peakFiles", "transformed") @@ -33,7 +33,7 @@ def runD2Th(avaDir, comMod, resType, profileAxis, profileIndex): # convert depth to thickness using dem thicknessDict, depthRasterResized, slopeAngleField = tF.convertDepthToThickness(depthField, dem) - pName = rF.stem.split("_%s" % resType)[0] + "transformed" + "_%s.asc" % resType + pName = rF.stem.split("_%s" % resType)[0] + "transformed" + "_%s" % resType # create plot oT.plotDepthToThickness( diff --git a/avaframe/runStandardTestsCom1DFA.py b/avaframe/runStandardTestsCom1DFA.py index 5889bbff5..a8ad4c680 100644 --- a/avaframe/runStandardTestsCom1DFA.py +++ b/avaframe/runStandardTestsCom1DFA.py @@ -47,6 +47,9 @@ # valuesList = ['resistance'] filterType = 'TAGS' valuesList = ['standardTest', 'standardTestSnowGlide'] +# filterType = 'AVANAME' +# valuesList = ['avaAlr'] + testList = tU.filterBenchmarks(testDictList, filterType, valuesList, condition='or') # Set directory for full standard test report diff --git a/avaframe/tests/data/testSim/releaseTest1_0.888_entres_dfa_ppr.asc b/avaframe/tests/data/testSim/releaseTest1_0.888_entres_dfa_ppr.asc index f5f177c96..40827586c 100644 --- a/avaframe/tests/data/testSim/releaseTest1_0.888_entres_dfa_ppr.asc +++ b/avaframe/tests/data/testSim/releaseTest1_0.888_entres_dfa_ppr.asc @@ -4,3 +4,4 @@ xllcenter 1005 yllcenter -5000 cellsize 5 NODATA_value -9999 +1 1 1 1 1 diff --git a/avaframe/tests/data/testSim1/releaseTest1_test_AF_0.888_entres_dfa_ppr.asc b/avaframe/tests/data/testSim1/releaseTest1_test_AF_0.888_entres_dfa_ppr.asc index f5f177c96..ae57efbc4 100644 --- a/avaframe/tests/data/testSim1/releaseTest1_test_AF_0.888_entres_dfa_ppr.asc +++ b/avaframe/tests/data/testSim1/releaseTest1_test_AF_0.888_entres_dfa_ppr.asc @@ -4,3 +4,4 @@ xllcenter 1005 yllcenter -5000 cellsize 5 NODATA_value -9999 +1 1 1 1 diff --git a/avaframe/tests/test_aimecTools.py b/avaframe/tests/test_aimecTools.py index 191c039ec..a6f6819d0 100644 --- a/avaframe/tests/test_aimecTools.py +++ b/avaframe/tests/test_aimecTools.py @@ -1,4 +1,5 @@ -''' Tests for module ana3AIMEC aimecTools ''' +""" Tests for module ana3AIMEC aimecTools """ + import pandas as pd import numpy as np import pathlib @@ -15,169 +16,207 @@ def test_fetchReferenceSimNo(tmp_path): - """ test fetchReferenceSimNo""" + """test fetchReferenceSimNo""" # setup required input - avaDir = pathlib.Path(tmp_path, 'testDir') - testPath = avaDir / 'Outputs' / 'comModule' / 'peakFiles' + avaDir = pathlib.Path(tmp_path, "testDir") + testPath = avaDir / "Outputs" / "comModule" / "peakFiles" fU.makeADir(testPath) - test1PPR = testPath / 'testSim_no1_ppr.asc' - test1PFT = testPath / 'testSim_no1_pft.asc' - test1PFV = testPath / 'testSim_no1_pfv.asc' - test2PPR = testPath / 'testSim_no2_ppr.asc' - test2PFT = testPath / 'testSim_no2_pft.asc' - test2PFV = testPath / 'testSim_no2_pfv.asc' - d = {'simName': ['testSim_no1', 'testSim_no2'], 'ppr': [test1PPR, test2PPR], - 'pft': [test1PFT, test2PFT], 'pfv': [test1PFV, test2PFV]} - inputsDF = pd.DataFrame(data=d, index=['testSim_no1', 'testSim_no2']) + test1PPR = testPath / "testSim_no1_ppr.asc" + test1PFT = testPath / "testSim_no1_pft.asc" + test1PFV = testPath / "testSim_no1_pfv.asc" + test2PPR = testPath / "testSim_no2_ppr.asc" + test2PFT = testPath / "testSim_no2_pft.asc" + test2PFV = testPath / "testSim_no2_pfv.asc" + d = { + "simName": ["testSim_no1", "testSim_no2"], + "ppr": [test1PPR, test2PPR], + "pft": [test1PFT, test2PFT], + "pfv": [test1PFV, test2PFV], + } + inputsDF = pd.DataFrame(data=d, index=["testSim_no1", "testSim_no2"]) cfgSetup = configparser.ConfigParser() - cfgSetup['AIMECSETUP'] = {'resType': 'pfv', 'referenceSimName': 'testSim_no2', 'referenceSimValue': '', - 'varParList': ''} - - refSimHash, refSimName, inputsDF, colorParameter, valRef = aT.fetchReferenceSimNo(avaDir, inputsDF, 'comModule', - cfgSetup) - assert refSimName == 'testSim_no2' + cfgSetup["AIMECSETUP"] = { + "resType": "pfv", + "referenceSimName": "testSim_no2", + "referenceSimValue": "", + "varParList": "", + } + + refSimHash, refSimName, inputsDF, colorParameter, valRef = aT.fetchReferenceSimNo( + avaDir, inputsDF, "comModule", cfgSetup + ) + assert refSimName == "testSim_no2" assert colorParameter is False - assert valRef == '' + assert valRef == "" - cfgSetup['AIMECSETUP']['referenceSimName'] = '' - refSimHash, refSimName, inputsDF, colorParameter, valRef = aT.fetchReferenceSimNo(avaDir, inputsDF, 'comModule', - cfgSetup) - assert refSimName == 'testSim_no1' + cfgSetup["AIMECSETUP"]["referenceSimName"] = "" + refSimHash, refSimName, inputsDF, colorParameter, valRef = aT.fetchReferenceSimNo( + avaDir, inputsDF, "comModule", cfgSetup + ) + assert refSimName == "testSim_no1" assert colorParameter is False - assert inputsDF.loc[refSimHash, cfgSetup['AIMECSETUP']['resType']] == test1PFV + assert inputsDF.loc[refSimHash, cfgSetup["AIMECSETUP"]["resType"]] == test1PFV def test_computeCellSizeSL(tmp_path): - """ test fetchReferenceSimNo""" + """test fetchReferenceSimNo""" cfg = configparser.ConfigParser() - cfg['AIMECSETUP'] = {'cellSizeSL': ''} - cfgSetup = cfg['AIMECSETUP'] - demHeader = {'cellsize': 1} + cfg["AIMECSETUP"] = {"cellSizeSL": ""} + cfgSetup = cfg["AIMECSETUP"] + demHeader = {"cellsize": 1} # read the cell size from the header - cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader['cellsize']) + cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader["cellsize"]) assert cellSizeSL == 1 # read the cell size from the cfg - cfgSetup['cellSizeSL'] = '3' - cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader['cellsize']) + cfgSetup["cellSizeSL"] = "3" + cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader["cellsize"]) assert cellSizeSL == 3 # read the cell size from the cfg - cfgSetup['cellSizeSL'] = '3.1' - cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader['cellsize']) + cfgSetup["cellSizeSL"] = "3.1" + cellSizeSL = aT.computeCellSizeSL(cfgSetup, demHeader["cellsize"]) assert cellSizeSL == 3.1 # check error if no number provided but a character - cfgSetup['cellSizeSL'] = 'c' - message = ('cellSizeSL is read from the configuration file but should be a number, you provided: c') + cfgSetup["cellSizeSL"] = "c" + message = "cellSizeSL is read from the configuration file but should be a number, you provided: c" with pytest.raises(ValueError) as e: - assert aT.computeCellSizeSL(cfgSetup, demHeader['cellsize']) + assert aT.computeCellSizeSL(cfgSetup, demHeader["cellsize"]) assert str(e.value) == message def test_addSurfaceParalleCoord(tmp_path): - """ test addSurfaceParalleCoord""" - rasterTransfo = {'s': np.array([0, 3, 6, 9, 12]), 'z': np.array([100, 96, 96, 92, 88])} + """test addSurfaceParalleCoord""" + rasterTransfo = {"s": np.array([0, 3, 6, 9, 12]), "z": np.array([100, 96, 96, 92, 88])} rasterTransfo = aT.addSurfaceParalleCoord(rasterTransfo) tol = 1e-8 sParaSol = np.array([0, 5, 8, 13, 18]) - testRes = np.allclose(rasterTransfo['sParallel'], sParaSol, atol=tol) -# print(rasterTransfo['sParallel']) - assert (testRes) + testRes = np.allclose(rasterTransfo["sParallel"], sParaSol, atol=tol) + # print(rasterTransfo['sParallel']) + assert testRes def test_createReferenceDF(tmp_path): - """ test create a pandas dDF for reference data saved in pathDict""" + """test create a pandas dDF for reference data saved in pathDict""" - pathDict = {'referencePoint': [pathlib.Path(tmp_path, 'referenceTest_POINT.shp')], - 'referenceLine': [], - 'referencePolygon': []} + pathDict = { + "referencePoint": [pathlib.Path(tmp_path, "referenceTest_POINT.shp")], + "referenceLine": [], + "referencePolygon": [], + } # call function to be tested referenceDF = aT.createReferenceDF(pathDict) assert len(referenceDF) == 1 - assert referenceDF['reference_name'].iloc[0] == 'referenceTest_POINT' - assert referenceDF['reference_filePath'].iloc[0] == pathlib.Path(tmp_path, 'referenceTest_POINT.shp') - assert referenceDF['dataType'].iloc[0] == 'reference' - assert 'reference_resType' in referenceDF.columns.values + assert referenceDF["reference_name"].iloc[0] == "referenceTest_POINT" + assert referenceDF["reference_filePath"].iloc[0] == pathlib.Path(tmp_path, "referenceTest_POINT.shp") + assert referenceDF["dataType"].iloc[0] == "reference" + assert "reference_resType" in referenceDF.columns.values def test_computeRunoutPoint(): - """" test compute the runout point diff between reference and sim """ + """ " test compute the runout point diff between reference and sim""" # setup test - resAnalysisDF = pd.DataFrame(data={'sRunout': [100., 110.], 'lRunout': [220, 400], - 'refSim_Diff_sRunout': [np.nan, np.nan], 'refSim_Diff_lRunout': [np.nan, np.nan], - 'simName': ['simA', 'simB']}, - index=[10, 20]) - refPoint = {'sRunout': 110., 'lRunout': 200} + resAnalysisDF = pd.DataFrame( + data={ + "sRunout": [100.0, 110.0], + "lRunout": [220, 400], + "refSim_Diff_sRunout": [np.nan, np.nan], + "refSim_Diff_lRunout": [np.nan, np.nan], + "simName": ["simA", "simB"], + }, + index=[10, 20], + ) + refPoint = {"sRunout": 110.0, "lRunout": 200} # call function to be tested resAnalysisDF = aT.computeRunoutPointDiff(resAnalysisDF, refPoint, 10) - assert np.isclose(resAnalysisDF['refSim_Diff_lRunout'].loc[10], -20) - assert np.isclose(resAnalysisDF['refSim_Diff_sRunout'].loc[10], 10) - assert np.isnan(resAnalysisDF['refSim_Diff_sRunout'].loc[20]) - assert np.isnan(resAnalysisDF['refSim_Diff_lRunout'].loc[20]) + assert np.isclose(resAnalysisDF["refSim_Diff_lRunout"].loc[10], -20) + assert np.isclose(resAnalysisDF["refSim_Diff_sRunout"].loc[10], 10) + assert np.isnan(resAnalysisDF["refSim_Diff_sRunout"].loc[20]) + assert np.isnan(resAnalysisDF["refSim_Diff_lRunout"].loc[20]) def test_addReferenceAnalysisTODF(tmp_path): - """ test adding reference analysis data to df""" + """test adding reference analysis data to df""" # setup test - refFile = pathlib.Path(tmp_path, 'referenceTest_LINE.shp') - referenceDF = pd.DataFrame(data={'reference_name': [refFile.stem], 'reference_Type': [''], 'reference_sRunout': [np.nan], - 'reference_lRunout': [np.nan], 'reference_xRunout': [np.nan], 'reference_yRunout': [np.nan]}, - index=[10]) - refDataDict = {'sRunout': 110., 'lRunout': 200., 'xRunout': 100., 'yRunout': 90} + refFile = pathlib.Path(tmp_path, "referenceTest_LINE.shp") + referenceDF = pd.DataFrame( + data={ + "reference_name": [refFile.stem], + "reference_Type": [""], + "reference_sRunout": [np.nan], + "reference_lRunout": [np.nan], + "reference_xRunout": [np.nan], + "reference_yRunout": [np.nan], + }, + index=[10], + ) + refDataDict = {"sRunout": 110.0, "lRunout": 200.0, "xRunout": 100.0, "yRunout": 90} # call function to be tested referenceDF = aT.addReferenceAnalysisTODF(referenceDF, refFile, refDataDict) -# print('referenceDF ', referenceDF) - - - for item in ['sRunout', 'lRunout', 'xRunout', 'yRunout']: - assert np.isclose(referenceDF['reference_%s' % item].loc[10], refDataDict[item]) + # print('referenceDF ', referenceDF) + for item in ["sRunout", "lRunout", "xRunout", "yRunout"]: + assert np.isclose(referenceDF["reference_%s" % item].loc[10], refDataDict[item]) def test_analyzeDiffsRunoutLines(tmp_path): - """ test analyzing the difference in runout line computed from sim and derived from reference data set""" + """test analyzing the difference in runout line computed from sim and derived from reference data set""" # setup inputs - runoutLine = {'s': np.asarray([np.nan, np.nan, np.nan, 2, 3, 4, 5, 4, 3, np.nan, 1]), - 'l': np.asarray([-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5])} - refDataTransformed = {'refLine': {'s': np.asarray([np.nan, 1, 2, 3, 4, 4, 5, 4, 3, np.nan, np.nan]), - 'l': np.asarray([-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]), 'type': 'line'}} - resAnalysisDF = pd.DataFrame(data={'runoutLineDiff_line': [np.nan], 'runoutLineDiff_line_pointsNotFoundInSim': [np.nan], - 'runoutLineDiff_line_pointsNotFoundInRef': [np.nan], - 'runoutLineDiff_line_RMSE': [np.nan], 'simName': ['simA']}) - - resAnalysisDF['runoutLineDiff_line'] = resAnalysisDF['runoutLineDiff_line'].astype(object) - pathDict = {'projectName': 'avaTest', 'pathResult': pathlib.Path(tmp_path, 'dir1')} + runoutLine = { + "s": np.asarray([np.nan, np.nan, np.nan, 2, 3, 4, 5, 4, 3, np.nan, 1]), + "l": np.asarray([-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]), + } + refDataTransformed = { + "refLine": { + "s": np.asarray([np.nan, 1, 2, 3, 4, 4, 5, 4, 3, np.nan, np.nan]), + "l": np.asarray([-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]), + "type": "line", + } + } + resAnalysisDF = pd.DataFrame( + data={ + "runoutLineDiff_line": [np.nan], + "runoutLineDiff_line_pointsNotFoundInSim": [np.nan], + "runoutLineDiff_line_pointsNotFoundInRef": [np.nan], + "runoutLineDiff_line_RMSE": [np.nan], + "simName": ["simA"], + } + ) + + resAnalysisDF["runoutLineDiff_line"] = resAnalysisDF["runoutLineDiff_line"].astype(object) + pathDict = {"projectName": "avaTest", "pathResult": pathlib.Path(tmp_path, "dir1")} cfg = configparser.ConfigParser() - cfg['AIMECSETUP'] = {'runoutResType': 'pfv', 'thresholdValue': 1.} + cfg["AIMECSETUP"] = {"runoutResType": "pfv", "thresholdValue": 1.0} # call function - resAnalysisDF = aT.analyzeDiffsRunoutLines(cfg['AIMECSETUP'], runoutLine, refDataTransformed, resAnalysisDF, - 0, pathDict) + resAnalysisDF = aT.analyzeDiffsRunoutLines( + cfg["AIMECSETUP"], runoutLine, refDataTransformed, resAnalysisDF, 0, pathDict + ) - assert np.isnan(resAnalysisDF['runoutLineDiff_line'].loc[0][0]) - assert resAnalysisDF['runoutLineDiff_line_pointsNotFoundInSim'].loc[0] == '2/8' - assert resAnalysisDF['runoutLineDiff_line_pointsNotFoundInRef'].loc[0] == '1/7' - assert np.isclose(resAnalysisDF['runoutLineDiff_line_RMSE'].loc[0], (np.sqrt(2./6.))) + assert np.isnan(resAnalysisDF["runoutLineDiff_line"].loc[0][0]) + assert resAnalysisDF["runoutLineDiff_line_pointsNotFoundInSim"].loc[0] == "2/8" + assert resAnalysisDF["runoutLineDiff_line_pointsNotFoundInRef"].loc[0] == "1/7" + assert np.isclose(resAnalysisDF["runoutLineDiff_line_RMSE"].loc[0], (np.sqrt(2.0 / 6.0))) def test_computeRunoutLine(tmp_path): - """ test computing the runout line from different data sets as furthest coordinate along s for each l""" + """test computing the runout line from different data sets as furthest coordinate along s for each l""" - avaName = 'avaHockeyChannel' + avaName = "avaHockeyChannel" dirname = pathlib.Path(__file__).parents[0] - sourceDir = dirname / '..' / 'data' / avaName + sourceDir = dirname / ".." / "data" / avaName avalancheDir = tmp_path / avaName @@ -186,92 +225,92 @@ def test_computeRunoutLine(tmp_path): # setup inputs cfg = cfgUtils.getModuleConfig(anaAI, onlyDefault=True) - cfgSetup = cfg['AIMECSETUP'] + cfgSetup = cfg["AIMECSETUP"] pathDict = {} - pathDict = aT.readAIMECinputs(avalancheDir, pathDict, cfgSetup.getboolean('defineRunoutArea'), dirName='com1DFA') - demSource = pathDict['demSource'] + pathDict = aT.readAIMECinputs( + avalancheDir, pathDict, cfgSetup.getboolean("defineRunoutArea"), dirName="com1DFA" + ) + demSource = pathDict["demSource"] dem = IOf.readRaster(demSource) - rasterTransfo = aT.makeDomainTransfo(pathDict, dem, 5., cfgSetup) + rasterTransfo = aT.makeDomainTransfo(pathDict, dem, 5.0, cfgSetup) - refRasterXY = np.zeros((dem['header']['nrows'], dem['header']['ncols'])) - refRasterXY[195:200, 490] = 1. - refRasterXY[200:205, 491] = 1. - refRasterXY[205:209, 492] = 1. - refFile = pathlib.Path(avalancheDir, 'referenceLine_LINE.shp') + refRasterXY = np.zeros((dem["header"]["nrows"], dem["header"]["ncols"])) + refRasterXY[195:200, 490] = 1.0 + refRasterXY[200:205, 491] = 1.0 + refRasterXY[205:209, 492] = 1.0 + refFile = pathlib.Path(avalancheDir, "referenceLine_LINE.shp") - refRasterSL = aT.transform({'header': dem['header'], 'rasterData': refRasterXY}, refFile.stem, - rasterTransfo, 'bilinear') - transformedRasters = {'testRaster': refRasterSL} + refRasterSL = aT.transform( + {"header": dem["header"], "rasterData": refRasterXY}, refFile.stem, rasterTransfo, "bilinear" + ) + transformedRasters = {"testRaster": refRasterSL} # call function to be tested - runoutLine = aT.computeRunoutLine(cfgSetup, rasterTransfo, transformedRasters, '', 'line', - name='testRaster', basedOnMax=True) + runoutLine = aT.computeRunoutLine( + cfgSetup, rasterTransfo, transformedRasters, "", "line", name="testRaster", basedOnMax=True + ) -# print('runoutLine', runoutLine) + # print('runoutLine', runoutLine) - assert len(np.where(np.isnan(runoutLine['s']) == False)[0]) == 14 - assert len(np.where(np.isnan(runoutLine['l']) == False)[0]) == 14 - assert len(np.where(np.isnan(runoutLine['x']) == False)[0]) == 14 - assert len(np.where(np.isnan(runoutLine['y']) == False)[0]) == 14 - assert len(np.where(runoutLine['index'] == 485)[0]) == 4 - assert len(np.where(runoutLine['index'] == 484)[0]) == 5 - assert len(np.where(runoutLine['index'] == 483)[0]) == 5 + assert len(np.where(np.isnan(runoutLine["s"]) == False)[0]) == 14 + assert len(np.where(np.isnan(runoutLine["l"]) == False)[0]) == 14 + assert len(np.where(np.isnan(runoutLine["x"]) == False)[0]) == 14 + assert len(np.where(np.isnan(runoutLine["y"]) == False)[0]) == 14 + assert len(np.where(runoutLine["index"] == 485)[0]) == 4 + assert len(np.where(runoutLine["index"] == 484)[0]) == 5 + assert len(np.where(runoutLine["index"] == 483)[0]) == 5 + refRasterXY = np.zeros((dem["header"]["nrows"], dem["header"]["ncols"])) + refRasterXY[200:205, 490] = 10.0 + refRasterXY[200:205, 491] = 5.0 + refRasterXY[200:205, 492] = 1.0 - refRasterXY = np.zeros((dem['header']['nrows'], dem['header']['ncols'])) - refRasterXY[200:205, 490] = 10. - refRasterXY[200:205, 491] = 5. - refRasterXY[200:205, 492] = 1. + refFile = pathlib.Path(avalancheDir, "referenceLine_LINE.shp") - refFile = pathlib.Path(avalancheDir, 'referenceLine_LINE.shp') - - refRasterSL = aT.transform({'header': dem['header'], 'rasterData': refRasterXY}, refFile.stem, - rasterTransfo, 'bilinear') - transformedRasters = {'newRasterPPR': refRasterSL} + refRasterSL = aT.transform( + {"header": dem["header"], "rasterData": refRasterXY}, refFile.stem, rasterTransfo, "bilinear" + ) + transformedRasters = {"newRasterPPR": refRasterSL} # call function to be tested - runoutLine = aT.computeRunoutLine(cfgSetup, rasterTransfo, transformedRasters, '', 'line', - name='', basedOnMax=False) - -# print('runoutLine', runoutLine) + runoutLine = aT.computeRunoutLine( + cfgSetup, rasterTransfo, transformedRasters, "", "line", name="", basedOnMax=False + ) - assert len(np.where(np.isnan(runoutLine['s']) == False)[0]) == 5 - assert len(np.where(np.isnan(runoutLine['l']) == False)[0]) == 5 - assert len(np.where(np.isnan(runoutLine['x']) == False)[0]) == 5 - assert len(np.where(np.isnan(runoutLine['y']) == False)[0]) == 5 - assert len(np.where(runoutLine['index'] == 484)[0]) == 5 + # print('runoutLine', runoutLine) + assert len(np.where(np.isnan(runoutLine["s"]) == False)[0]) == 5 + assert len(np.where(np.isnan(runoutLine["l"]) == False)[0]) == 5 + assert len(np.where(np.isnan(runoutLine["x"]) == False)[0]) == 5 + assert len(np.where(np.isnan(runoutLine["y"]) == False)[0]) == 5 + assert len(np.where(runoutLine["index"] == 484)[0]) == 5 - refRasterXY = np.zeros((dem['header']['nrows'], dem['header']['ncols'])) + refRasterXY = np.zeros((dem["header"]["nrows"], dem["header"]["ncols"])) refRasterXY[200:205, 490] = 0.4 refRasterXY[200:205, 491] = 0.5 refRasterXY[200:205, 492] = 0.1 - refFile = pathlib.Path(avalancheDir, 'referenceLine_LINE.shp') + refFile = pathlib.Path(avalancheDir, "referenceLine_LINE.shp") - refRasterSL = aT.transform({'header': dem['header'], 'rasterData': refRasterXY}, refFile.stem, - rasterTransfo, 'bilinear') - transformedRasters = {'newRasterPPR': refRasterSL} + refRasterSL = aT.transform( + {"header": dem["header"], "rasterData": refRasterXY}, refFile.stem, rasterTransfo, "bilinear" + ) + transformedRasters = {"newRasterPPR": refRasterSL} # call function to be tested - runoutLine = aT.computeRunoutLine(cfgSetup, rasterTransfo, transformedRasters, '', 'line', - name='', basedOnMax=False) - -# print('runoutLine', runoutLine) - - assert len(np.where(np.isnan(runoutLine['s']) == False)[0]) == 0 - assert len(np.where(np.isnan(runoutLine['l']) == False)[0]) == 0 - assert len(np.where(np.isnan(runoutLine['x']) == False)[0]) == 0 - assert len(np.where(np.isnan(runoutLine['y']) == False)[0]) == 0 - assert len(np.where(np.isnan(runoutLine['index']) == False)[0]) == 0 - assert ('sRunout' in runoutLine.keys()) is False - assert ('lRunout' in runoutLine.keys()) is False - assert ('xRunout' in runoutLine.keys()) is False - - - - - - + runoutLine = aT.computeRunoutLine( + cfgSetup, rasterTransfo, transformedRasters, "", "line", name="", basedOnMax=False + ) + + # print('runoutLine', runoutLine) + + assert len(np.where(np.isnan(runoutLine["s"]) == False)[0]) == 0 + assert len(np.where(np.isnan(runoutLine["l"]) == False)[0]) == 0 + assert len(np.where(np.isnan(runoutLine["x"]) == False)[0]) == 0 + assert len(np.where(np.isnan(runoutLine["y"]) == False)[0]) == 0 + assert len(np.where(np.isnan(runoutLine["index"]) == False)[0]) == 0 + assert ("sRunout" in runoutLine.keys()) is False + assert ("lRunout" in runoutLine.keys()) is False + assert ("xRunout" in runoutLine.keys()) is False diff --git a/avaframe/tests/test_ana3AIMEC.py b/avaframe/tests/test_ana3AIMEC.py index 4847ff39f..a727ae0f2 100644 --- a/avaframe/tests/test_ana3AIMEC.py +++ b/avaframe/tests/test_ana3AIMEC.py @@ -1,6 +1,5 @@ """ Tests for module ana3AIMEC """ -import numpy as np import pandas as pd import pathlib import shutil @@ -14,6 +13,11 @@ from avaframe.in3Utils import cfgUtils import rasterio +import pytest +from unittest.mock import Mock, patch +import numpy as np +from avaframe.ana3AIMEC.ana3AIMEC import postProcessReference + def test_getAimecInputs(capfd): """test readAIMECinputs and fetchReferenceSimNo""" @@ -107,10 +111,10 @@ def test_analyzeArea(tmp_path): # print(inputsDF['xRunout']) # print(inputsDF['yRunout']) assert ( - (inputsDF["sRunout"][0] == 449) - and (inputsDF["xRunout"][1] == 419) - and (inputsDF["yRunout"][0] == 31) - and (inputsDF["maxpprCrossMax"][1] == 1) + (inputsDF["sRunout"][0] == 449) + and (inputsDF["xRunout"][1] == 419) + and (inputsDF["yRunout"][0] == 31) + and (inputsDF["maxpprCrossMax"][1] == 1) ) # print(inputsDF['TP']) # print(inputsDF['FN']) @@ -118,10 +122,10 @@ def test_analyzeArea(tmp_path): # print(inputsDF['TN']) # print(inputsDF['TN']+inputsDF['FP']+inputsDF['FN']+inputsDF['TP']) assert ( - (inputsDF["TP"][1] == 780) - and (inputsDF["FN"][1] == 1670) - and (inputsDF["FP"][1] == 200) - and (inputsDF["TN"][1] == 7350) + (inputsDF["TP"][1] == 780) + and (inputsDF["FN"][1] == 1670) + and (inputsDF["FP"][1] == 200) + and (inputsDF["TN"][1] == 7350) ) @@ -233,7 +237,7 @@ def test_makeDomainTransfo(tmp_path): sourceData = IOf.readRaster(rasterSource) rasterdata = sourceData["rasterData"] error = (resAnalysisDF["TP"][i] + resAnalysisDF["FP"][i] - np.nansum(rasterdata)) / ( - np.nansum(rasterdata) * 100 + np.nansum(rasterdata) * 100 ) assert error < 0.4 assert np.abs(resAnalysisDF["sRunout"][i] - (240 + 10 * (i + 1))) < 5 @@ -552,3 +556,117 @@ def test_postProcessReference(tmp_path): maxIndex = np.amax(refDataTransformed["refLine"]["index"]) assert np.isclose(rasterTransfo["s"][int(maxIndex)], 3198.7449) + + +# From here it is AI created + + +@pytest.fixture +def mockConfig(mocker): + """Mock configparser object with AIMECSETUP section""" + cfg = mocker.MagicMock() + aimecSetup = mocker.MagicMock() + + # Configure AIMECSETUP section + aimecSetup.getfloat.return_value = 2.0 + aimecSetup.__getitem__.side_effect = lambda key: {"interpMethod": "bilinear"}[key] + + cfg.__getitem__.side_effect = lambda section: {"AIMECSETUP": aimecSetup}[section] + + return cfg + + +@pytest.fixture +def mockRasterTransfo(): + """Mock raster transformation dictionary""" + return { + "dem": { + "header": {"cellsize": 1.0, "xllcenter": 0.0, "yllcenter": 0.0}, + "rasterData": np.array([[1, 2], [3, 4]]), + "originalHeader": {}, + } + } + + +@pytest.fixture +def mockPathDict(tmp_path): + """Mock path dictionary with temporary files""" + return { + "referenceLine": [tmp_path / "line1.shp"], + "referencePoint": [tmp_path / "point1.shp"], + "referencePolygon": [tmp_path / "poly1.shp"], + } + + +@pytest.fixture +def mock_path_dict_line_only(tmp_path): + """Mock path dictionary with ONLY line reference""" + return { + "referenceLine": [tmp_path / "line1.shp"], + "referencePoint": [], # Empty list for other types + "referencePolygon": [], + } + + +@pytest.fixture +def mockReferenceDf(mocker): + """Mock DataFrame that supports assignment""" + return mocker.MagicMock() + + +@pytest.fixture +def mockNewRasters(): + """Real dictionary for raster storage""" + return {} + + +def test_postProcessReference_referencePointMultiplePointsError( + mocker, mockConfig, mockRasterTransfo, mockPathDict, mockReferenceDf, mockNewRasters +): + """Test error when multiple points are provided in reference file""" + # Mock all shapefile reading functions + mocker.patch("avaframe.in2Trans.shpConversion.readLine", return_value={"x": [0], "y": [0]}) + mocker.patch("avaframe.in2Trans.shpConversion.readPoints", return_value={"x": [1, 2], "y": [3, 4]}) + mocker.patch( + "avaframe.in2Trans.shpConversion.readLine", return_value={"x": [0], "y": [0]} + ) # For polygon + mocker.patch("avaframe.in3Utils.geoTrans.prepareLine", return_value=({"x": [0], "y": [0]}, None)) + # Mock downstream processing to short-circuit execution + mocker.patch("avaframe.in3Utils.geoTrans.projectOnGrid", return_value=({"x": [0], "y": [0]}, None)) + mocker.patch("avaframe.ana3AIMEC.aimecTools.transform") + mocker.patch("avaframe.ana3AIMEC.aimecTools.computeRunoutLine") + mocker.patch("avaframe.out3Plot.outAIMEC.referenceLinePlot") + + with pytest.raises(AssertionError) as excInfo: + postProcessReference(mockConfig, mockRasterTransfo, mockPathDict, mockReferenceDf, mockNewRasters) + + assert "More than one point in reference data file" in str(excInfo.value) + + +def test_postProcessReference_processReferenceLine( + mocker, mockConfig, mockRasterTransfo, mockPathDict, mockReferenceDf, mockNewRasters +): + """Test processing of reference line data""" + # Use line-only path dictionary + pathDict = {"referenceLine": [Mock()], "referencePoint": [], "referencePolygon": []} # Mock Path object + + # Setup mocks + mocker.patch("avaframe.in2Trans.shpConversion.readLine", return_value={"x": [0], "y": [0]}) + mocker.patch("avaframe.in3Utils.geoTrans.prepareLine", return_value=({"x": [0], "y": [0]}, None)) + mocker.patch("avaframe.in3Utils.geoTrans.projectOnGrid", return_value=(None, np.array([[1]]))) + mocker.patch("avaframe.ana3AIMEC.aimecTools.transform", return_value=np.array([[1]])) + mocker.patch( + "avaframe.ana3AIMEC.aimecTools.computeRunoutLine", return_value={"sRunout": 10.0, "lRunout": 5.0} + ) + mocker.patch("avaframe.ana3AIMEC.aimecTools.addReferenceAnalysisTODF", return_value=mockReferenceDf) + plot_mock = mocker.patch("avaframe.out3Plot.outAIMEC.referenceLinePlot") + + # Execute function + ref_data, updated_df = postProcessReference( + mockConfig, mockRasterTransfo, pathDict, mockReferenceDf, mockNewRasters + ) + + # Verify results + assert "refLine" in ref_data + assert mockNewRasters["refLine"].shape == (1, 1) + plot_mock.assert_called_once() diff --git a/avaframe/tests/test_com1DFA.py b/avaframe/tests/test_com1DFA.py index 9457d8ddc..dcd2d807f 100644 --- a/avaframe/tests/test_com1DFA.py +++ b/avaframe/tests/test_com1DFA.py @@ -8,6 +8,8 @@ import pathlib import pickle import shutil +import rasterio +import subprocess # Load modules import numpy as np @@ -17,6 +19,7 @@ import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in3Utils.initializeProject as initProj from avaframe.com1DFA import com1DFA +from avaframe.in2Trans.rasterUtils import transformFromASCHeader from avaframe.in3Utils import cfgUtils @@ -29,7 +32,7 @@ def test_prepareInputData(tmp_path): avaDir = dirName / ".." / "data" / "avaAlr" relFile = avaDir / "Inputs" / "REL" / "relAlr.shp" inputSimFiles["releaseScenario"] = relFile - inputSimFiles["demFile"] = avaDir / "Inputs" / "avaAlr.asc" + inputSimFiles["demFile"] = avaDir / "Inputs" / "avaAlr.tif" inputSimFiles["entFile"] = avaDir / "Inputs" / "ENT" / "entAlr.shp" inputSimFiles["relThFile"] = "" inputSimFiles["muFile"] = None @@ -37,7 +40,7 @@ def test_prepareInputData(tmp_path): cfg = configparser.ConfigParser() cfg["GENERAL"] = {"secRelArea": "False", "simTypeActual": "ent", "avalancheDir": str(avaDir)} cfg["GENERAL"]["relThFromFile"] = "False" - cfg["INPUT"] = {"DEM": "avaAlr.asc"} + cfg["INPUT"] = {"DEM": "avaAlr.tif"} cfg["INPUT"]["relThFile"] = "" # call function to be tested @@ -142,7 +145,8 @@ def test_prepareInputData(tmp_path): inputSimFiles["muFile"] = None inputSimFiles["xiFile"] = None testField = np.zeros((10, 10)) - testFile = pathlib.Path(tmp_path, "testFile2.asc") + testFile = pathlib.Path(tmp_path, "testFile2") + testHeader = { "ncols": 10, "nrows": 10, @@ -150,12 +154,17 @@ def test_prepareInputData(tmp_path): "xllcenter": 0.0, "yllcenter": 0.0, "nodata_value": 0.0, + "driver": "AAIGrid", } + transform = rasterio.transform.from_origin(0 - 5 / 2, (0 - 5 / 2) + 10 * 5, 5, 5) + crs = rasterio.crs.CRS() + testHeader["transform"] = transform + testHeader["crs"] = crs IOf.writeResultToRaster(testHeader, testField, testFile, flip=True) - inputSimFiles["relThFile"] = testFile + inputSimFiles["relThFile"] = str(testFile) + ".asc" cfg["GENERAL"]["simTypeActual"] = "res" cfg["GENERAL"]["relThFromFile"] = "True" - cfg["INPUT"]["relThFile"] = str(testFile) + cfg["INPUT"]["relThFile"] = str(testFile) + ".asc" with pytest.raises(AssertionError) as e: assert com1DFA.prepareInputData(inputSimFiles, cfg) @@ -277,7 +286,7 @@ def test_prepareInputData(tmp_path): inputSimFiles["xiFile"] = None cfg = configparser.ConfigParser() cfg["GENERAL"] = {"secRelArea": "False", "simTypeActual": "null", "avalancheDir": str(avaDir)} - cfg["INPUT"] = {"DEM": "avaAlr.asc"} + cfg["INPUT"] = {"DEM": "avaAlr.tif"} cfg["INPUT"]["relThFile"] = "" with pytest.raises(AssertionError) as e: @@ -690,11 +699,13 @@ def test_initializeResistance(): # setup required input cfg = configparser.ConfigParser() - cfg["GENERAL"] = {"cRes": 0.003, - "ResistanceModel": "cRes", - "detK": 10, - "detrainment": False, - "detWithoutRes": False} + cfg["GENERAL"] = { + "cRes": 0.003, + "ResistanceModel": "cRes", + "detK": 10, + "detrainment": False, + "detWithoutRes": False, + } nrows = 11 ncols = 15 @@ -741,11 +752,13 @@ def test_initializeResistance(): assert reportAreaInfo["resistance"] == "Yes" assert reportAreaInfo["detrainment"] == "No" - cfg["GENERAL"] = {"cRes": 0.003, - "ResistanceModel": "cRes", - "detK": 10.0, - "detrainment": True, - "detWithoutRes": False} + cfg["GENERAL"] = { + "cRes": 0.003, + "ResistanceModel": "cRes", + "detK": 10.0, + "detrainment": True, + "detWithoutRes": False, + } cResRaster, detRaster, reportAreaInfo = com1DFA.initializeResistance( cfg["GENERAL"], dem, simTypeActual, resLine, reportAreaInfo, thresholdPointInPoly ) @@ -759,11 +772,13 @@ def test_initializeResistance(): assert reportAreaInfo["resistance"] == "Yes" assert reportAreaInfo["detrainment"] == "Yes" - cfg["GENERAL"] = {"cRes": 0.003, - "ResistanceModel": "cRes", - "detK": 10.0, - "detrainment": True, - "detWithoutRes": True} + cfg["GENERAL"] = { + "cRes": 0.003, + "ResistanceModel": "cRes", + "detK": 10.0, + "detrainment": True, + "detWithoutRes": True, + } cResRaster, detRaster, reportAreaInfo = com1DFA.initializeResistance( cfg["GENERAL"], dem, simTypeActual, resLine, reportAreaInfo, thresholdPointInPoly ) @@ -777,11 +792,13 @@ def test_initializeResistance(): assert reportAreaInfo["resistance"] == "No" assert reportAreaInfo["detrainment"] == "Yes" - cfg["GENERAL"] = {"cResH": 0.003, - "ResistanceModel": "cResH", - "detK": 10.0, - "detrainment": False, - "detWithoutRes": False} + cfg["GENERAL"] = { + "cResH": 0.003, + "ResistanceModel": "cResH", + "detK": 10.0, + "detrainment": False, + "detWithoutRes": False, + } cResRaster, detRaster, reportAreaInfo = com1DFA.initializeResistance( cfg["GENERAL"], dem, simTypeActual, resLine, reportAreaInfo, thresholdPointInPoly ) @@ -1489,6 +1506,13 @@ def test_exportFields(tmp_path): demHeader["xllcenter"] = 0 demHeader["yllcenter"] = 0 demHeader["nodata_value"] = -9999 + demHeader["driver"] = "AAIGrid" + + transform = transformFromASCHeader(demHeader) + + demHeader["transform"] = transform + demHeader["crs"] = rasterio.crs.CRS() + areaRaster = np.ones((5, 5)) dem = {"originalHeader": demHeader, "areaRaster": areaRaster} outDir = pathlib.Path(tmp_path, "testDir") @@ -1660,9 +1684,9 @@ def test_prepareVarSimDict(tmp_path, caplog): dirName = pathlib.Path(__file__).parents[0] avaDir = dirName / ".." / "data" / "avaAlr" - avaDEM = avaDir / "Inputs" / "avaAlr.asc" + avaDEM = avaDir / "Inputs" / "avaAlr.tif" avaDirTest = pathlib.Path(dirName, "data", "avaTest") - standardCfg["INPUT"]["DEM"] = "avaAlr.asc" + standardCfg["INPUT"]["DEM"] = "avaAlr.tif" standardCfg["GENERAL"]["avalancheDir"] = str(avaDirTest) relPath = pathlib.Path(avaDir, "Inputs", "REL", "relAlr.shp") inputSimFiles = { @@ -1714,7 +1738,7 @@ def test_prepareVarSimDict(tmp_path, caplog): "entThCi95": "None", "releaseScenario": "relAlr", } - testCfg["INPUT"]["DEM"] = "avaAlr.asc" + testCfg["INPUT"]["DEM"] = "avaAlr.tif" testCfg["INPUT"]["relThFile"] = "" testCfg["GENERAL"]["avalancheDir"] = str(avaDirTest) @@ -1797,7 +1821,7 @@ def test_prepareVarSimDict(tmp_path, caplog): "entThCi95": "None", "releaseScenario": "relAlr", } - testCfg2["INPUT"]["DEM"] = "avaAlr.asc" + testCfg2["INPUT"]["DEM"] = "avaAlr.tif" testCfg2["INPUT"]["relThFile"] = "" testCfg2["GENERAL"]["avalancheDir"] = str(avaDirTest) simHash2 = cfgUtils.cfgHash(testCfg2) @@ -1865,7 +1889,7 @@ def test_initializeSimulation(tmp_path): "entTempRef": "-10.", "cpIce": "2050.", "TIni": "-10.", - "ResistanceModel": "cRes" + "ResistanceModel": "cRes", } # setup dem input demHeader = {} @@ -2143,13 +2167,20 @@ def test_fetchRelVolume(tmp_path): "nrows": 10, "ncols": 20, "nodata_value": -9999, + "driver": "AAIGrid", } } + + transform = transformFromASCHeader(dem["header"]) + dem["header"]["transform"] = transform + dem["header"]["crs"] = rasterio.crs.CRS.from_epsg(31287) + dem["rasterData"] = np.ones((10, 20)) demPath = pathlib.Path(avaDir, "Inputs", "testDem.asc") fU.makeADir(pathlib.Path(avaDir, "Inputs")) - IOf.writeResultToRaster(dem["header"], dem["rasterData"], demPath, flip=False) + IOf.writeResultToRaster(dem["header"], dem["rasterData"], demPath.parent / demPath.stem, flip=False) + # subprocess.run(["cat", demPath]) # write relThField relThF = { "header": { @@ -2159,14 +2190,20 @@ def test_fetchRelVolume(tmp_path): "nrows": 10, "ncols": 20, "nodata_value": -9999, + "driver": "AAIGrid", } } + transform = transformFromASCHeader(relThF["header"]) + relThF["header"]["transform"] = transform + relThF["header"]["crs"] = rasterio.crs.CRS.from_epsg(31287) relThF["rasterData"] = np.zeros((10, 20)) for k in range(10): relThF["rasterData"][k, :] = k * 1 relThField1 = pathlib.Path(avaDir, "Inputs", "RELTH", "relThField1.asc") fU.makeADir(pathlib.Path(avaDir, "Inputs", "RELTH")) - IOf.writeResultToRaster(relThF["header"], relThF["rasterData"], relThField1, flip=False) + IOf.writeResultToRaster( + relThF["header"], relThF["rasterData"], relThField1.parent / relThField1.stem, flip=False + ) cfg = {} # relTh read from shp diff --git a/avaframe/tests/test_com2AB.py b/avaframe/tests/test_com2AB.py index e3b180794..3444f3f79 100644 --- a/avaframe/tests/test_com2AB.py +++ b/avaframe/tests/test_com2AB.py @@ -1,98 +1,181 @@ """Tests for module com2AB""" + import numpy as np import pytest import pathlib import shutil import logging +import configparser # Local imports import avaframe.com2AB.com2AB as com2AB from avaframe.out3Plot import outAB from avaframe.in3Utils import cfgUtils +from avaframe.com2AB.com2AB import calcABAngles + + +# from unittest.mock import patch +# import unittest.mock as mocker + def test_setEqParameters(capfd): - '''Simple test for module setEqParameters''' + """Simple test for module setEqParameters""" cfg = cfgUtils.getModuleConfig(com2AB) # small avalanche eqParamRef = {} - eqParamRef['parameterSet'] = 'Small avalanches' - eqParamRef['k1'] = 0.933 - eqParamRef['k2'] = 0.0 - eqParamRef['k3'] = 0.0088 - eqParamRef['k4'] = -5.02 - eqParamRef['SD'] = 2.36 + eqParamRef["parameterSet"] = "Small avalanches" + eqParamRef["k1"] = 0.933 + eqParamRef["k2"] = 0.0 + eqParamRef["k3"] = 0.0088 + eqParamRef["k4"] = -5.02 + eqParamRef["SD"] = 2.36 - cfg['ABSETUP']['smallAva'] = 'True' + cfg["ABSETUP"]["smallAva"] = "True" eqParams = com2AB.setEqParameters(cfg) for key in eqParamRef.keys(): assert eqParamRef[key] == eqParams[key] eqParamRef = {} - eqParamRef['parameterSet'] = 'Standard' - eqParamRef['k1'] = 1.05 - eqParamRef['k2'] = -3130.0 - eqParamRef['k3'] = 0.0 - eqParamRef['k4'] = -2.38 - eqParamRef['SD'] = 1.25 - - cfg['ABSETUP']['smallAva'] = 'False' + eqParamRef["parameterSet"] = "Standard" + eqParamRef["k1"] = 1.05 + eqParamRef["k2"] = -3130.0 + eqParamRef["k3"] = 0.0 + eqParamRef["k4"] = -2.38 + eqParamRef["SD"] = 1.25 + + cfg["ABSETUP"]["smallAva"] = "False" eqParams = com2AB.setEqParameters(cfg) for key in eqParamRef.keys(): assert eqParamRef[key] == eqParams[key] +def test_setEqParameters_smallAva_true(caplog): + cfg = configparser.ConfigParser() + cfg["ABSETUP"] = { + "smallAva": "True", + "k1_small": "0.1", + "k2_small": "0.2", + "k3_small": "0.3", + "k4_small": "0.4", + "SD_small": "0.5", + "k1": "1.0", + "k2": "2.0", + "k3": "3.0", + "k4": "4.0", + "SD": "5.0", + } + caplog.set_level(logging.DEBUG) + result = com2AB.setEqParameters(cfg) + + assert "Using small Avalanche Setup" in caplog.text + assert result["k1"] == 0.1 + assert result["k2"] == 0.2 + assert result["k3"] == 0.3 + assert result["k4"] == 0.4 + assert result["SD"] == 0.5 + assert result["parameterSet"] == "Small avalanches" + + +def test_setEqParameters_smallAva_false(caplog): + cfg = configparser.ConfigParser() + cfg["ABSETUP"] = { + "smallAva": "False", + "k1_small": "0.1", + "k2_small": "0.2", + "k3_small": "0.3", + "k4_small": "0.4", + "SD_small": "0.5", + "k1": "1.0", + "k2": "2.0", + "k3": "3.0", + "k4": "4.0", + "SD": "5.0", + } + caplog.set_level(logging.DEBUG) + result = com2AB.setEqParameters(cfg) + + assert "Using configuration file Avalanche Setup" in caplog.text + assert result["k1"] == 1.0 + assert result["k2"] == 2.0 + assert result["k3"] == 3.0 + assert result["k4"] == 4.0 + assert result["SD"] == 5.0 + assert result["parameterSet"] == "Standard" + + +def test_setEqParameters_keys_present(): + cfg = configparser.ConfigParser() + cfg["ABSETUP"] = { + "smallAva": "False", + "k1_small": "0.1", + "k2_small": "0.2", + "k3_small": "0.3", + "k4_small": "0.4", + "SD_small": "0.5", + "k1": "1.0", + "k2": "2.0", + "k3": "3.0", + "k4": "4.0", + "SD": "5.0", + } + result = com2AB.setEqParameters(cfg) + expected_keys = {"k1", "k2", "k3", "k4", "SD", "parameterSet"} + assert expected_keys == set(result.keys()) + def test_calcABAngles(caplog): - '''Simple test for function calcABAngles''' + """Simple test for function calcABAngles""" cfg = cfgUtils.getModuleConfig(com2AB) # Make a reference quadratic profile B = -np.tan(np.deg2rad(45)) - A = -B/4000 + A = -B / 4000 C = 1000 N = 1000 - s = np.linspace(0.0, -B/(2*A), num=N) + s = np.linspace(0.0, -B / (2 * A), num=N) z = np.empty(np.shape(s)) for i in range(N): if s[i] < (-B / (2 * A)): - z[i] = 1*(A * s[i]*s[i]+B * s[i]+C) + z[i] = 1 * (A * s[i] * s[i] + B * s[i] + C) else: - z[i] = 1*(-B*B / (4*A) + C) + z[i] = 1 * (-B * B / (4 * A) + C) thetaBeta = 10 - xBeta = (-np.tan(np.deg2rad(thetaBeta)) - B)/(2*A) - yBeta = A*xBeta*xBeta + B*xBeta + C - beta = np.rad2deg(np.arctan2((C-yBeta), xBeta)) + xBeta = (-np.tan(np.deg2rad(thetaBeta)) - B) / (2 * A) + yBeta = A * xBeta * xBeta + B * xBeta + C + beta = np.rad2deg(np.arctan2((C - yBeta), xBeta)) # use standard coeef k1 = 1.05 k2 = -3130.0 k3 = 0.0 k4 = -2.38 SD = 1.25 - alpharef = k1 * beta + k2 * 2*A + k3 * B*B/(2*A) + k4 - SDs = [SD, -1*SD, -2*SD] - alphaSDref = k1 * beta + k2 * 2*A + k3 * B*B/(2*A) + k4 + SDs + alpharef = k1 * beta + k2 * 2 * A + k3 * B * B / (2 * A) + k4 + SDs = [SD, -1 * SD, -2 * SD] + alphaSDref = k1 * beta + k2 * 2 * A + k3 * B * B / (2 * A) + k4 + SDs # Using com2AB.calcAB to get the solution eqIn = {} - eqIn['s'] = s # curvilinear coordinate (of the x, y path) - eqIn['x'] = [] # x coordinate of the path - eqIn['y'] = [] # y coordinate of the path - eqIn['z'] = z # z coordinate of the path (projection of x,y on the raster) - eqIn['indSplit'] = 2 # index of split point + eqIn["s"] = s # curvilinear coordinate (of the x, y path) + eqIn["x"] = [] # x coordinate of the path + eqIn["y"] = [] # y coordinate of the path + eqIn["z"] = z # z coordinate of the path (projection of x,y on the raster) + eqIn["indSplit"] = 2 # index of split point eqParams = com2AB.setEqParameters(cfg) eqOut = com2AB.calcABAngles(eqIn, eqParams, 30) - alpha = eqOut['alpha'] - alphaSD = eqOut['alphaSD'] + alpha = eqOut["alpha"] + alphaSD = eqOut["alphaSD"] # compare results with a relative tolerance of tol tol = 0.002 # here 0.1% relative diff - assert (alpha == pytest.approx(alpharef, rel=tol)) and ( - alphaSD[0] == pytest.approx(alphaSDref[0], rel=tol)) and ( - alphaSD[1] == pytest.approx(alphaSDref[1], rel=tol)) and ( - alphaSD[2] == pytest.approx(alphaSDref[2], rel=tol)) + assert ( + (alpha == pytest.approx(alpharef, rel=tol)) + and (alphaSD[0] == pytest.approx(alphaSDref[0], rel=tol)) + and (alphaSD[1] == pytest.approx(alphaSDref[1], rel=tol)) + and (alphaSD[2] == pytest.approx(alphaSDref[2], rel=tol)) + ) with pytest.raises(IndexError) as e: eqOut = com2AB.calcABAngles(eqIn, eqParams, 500) @@ -100,11 +183,11 @@ def test_calcABAngles(caplog): def test_writeABtoSHP(tmp_path): - '''test writing to shapefile''' + """test writing to shapefile""" - avaName = 'avaSlide' + avaName = "avaSlide" dirname = pathlib.Path(__file__).parents[0] - sourceDir = dirname / '..' / 'data' / avaName + sourceDir = dirname / ".." / "data" / avaName avalancheDir = tmp_path / avaName @@ -116,7 +199,7 @@ def test_writeABtoSHP(tmp_path): # run main routine pathDict, dem, splitPoint, eqParams, resAB = com2AB.com2ABMain(cfg, avalancheDir) abShpFile = outAB.writeABtoSHP(pathDict, resAB) - abShpFile = str(abShpFile) + '.shp' + abShpFile = str(abShpFile) + ".shp" file_name = pathlib.Path(abShpFile) # check if file exists -No checks for correct content - @@ -125,74 +208,182 @@ def test_writeABtoSHP(tmp_path): # test complete routine def test_com2ABMain(capfd): - '''Simple test for function com2ABMain''' + """Simple test for function com2ABMain""" # load and prepare Inputs - listNames = ['avaHockeySmall', 'avaHockeyChannel', 'avaBowl'] + listNames = ["avaHockeySmall", "avaHockeyChannel", "avaBowl"] dirname = pathlib.Path(__file__).parents[0] for name in listNames: - avalancheDir = dirname / '..' / 'data' / name - saveOutPathRef = dirname / '..' / '..' / 'benchmarks' / (name + 'ABPytest') + avalancheDir = dirname / ".." / "data" / name + saveOutPathRef = dirname / ".." / ".." / "benchmarks" / (name + "ABPytest") cfg = cfgUtils.getModuleConfig(com2AB) - flags = cfg['FLAGS'] + flags = cfg["FLAGS"] # run main routine pathDict, dem, splitPoint, eqParams, resAB = com2AB.com2ABMain(cfg, avalancheDir) for key in resAB: eqOut = resAB[key] # open ref data - flags['fullOut'] = 'True' + flags["fullOut"] = "True" eqParamsRef, eqOutRef = outAB.readABresults(saveOutPathRef, name, flags) for key in eqParamsRef.keys(): assert eqParamsRef[key] == eqParams[key] atol = 1e-10 - assert (np.allclose(eqOutRef['x'], eqOut['x'], atol=atol)) and ( - np.allclose(eqOutRef['y'], eqOut['y'], atol=atol)) and ( - np.allclose(eqOutRef['z'], eqOut['z'], atol=atol)) and ( - np.allclose(eqOutRef['s'], eqOut['s'], atol=atol)) - assert (np.allclose(eqOutRef['alpha'], eqOut['alpha'], atol=atol) - ) and (np.allclose(eqOutRef['alphaSD'], eqOut['alphaSD'], - atol=atol)) + assert ( + (np.allclose(eqOutRef["x"], eqOut["x"], atol=atol)) + and (np.allclose(eqOutRef["y"], eqOut["y"], atol=atol)) + and (np.allclose(eqOutRef["z"], eqOut["z"], atol=atol)) + and (np.allclose(eqOutRef["s"], eqOut["s"], atol=atol)) + ) + assert (np.allclose(eqOutRef["alpha"], eqOut["alpha"], atol=atol)) and ( + np.allclose(eqOutRef["alphaSD"], eqOut["alphaSD"], atol=atol) + ) # Compare to QGIS AB routine def test_QGISAB(capfd): - '''Compare com2ABMain results to QGIS AB results for avaSlide''' + """Compare com2ABMain results to QGIS AB results for avaSlide""" # load and prepare Inputs - avaName = 'avaSlide' + avaName = "avaSlide" dirname = pathlib.Path(__file__).parents[0] - avalancheDir = dirname / '..' / 'data' / avaName + avalancheDir = dirname / ".." / "data" / avaName cfg = cfgUtils.getModuleConfig(com2AB) # run main routine pathDict, dem, splitPoint, eqParams, resAB = com2AB.com2ABMain(cfg, avalancheDir) # process data to get results for i, name in enumerate(resAB): avaProfile = resAB[name] - beta = avaProfile['beta'] - alpha = avaProfile['alpha'] - alphaSD = avaProfile['alphaSD'] - s = avaProfile['s'] - indAlpha = avaProfile['indAlpha'] - indBetaPoint = avaProfile['indBetaPoint'] - indAlphaP1SD = avaProfile['indAlphaP1SD'] - indAlphaM1SD = avaProfile['indAlphaM1SD'] - indAlphaM2SD = avaProfile['indAlphaM2SD'] + beta = avaProfile["beta"] + alpha = avaProfile["alpha"] + alphaSD = avaProfile["alphaSD"] + s = avaProfile["s"] + indAlpha = avaProfile["indAlpha"] + indBetaPoint = avaProfile["indBetaPoint"] + indAlphaP1SD = avaProfile["indAlphaP1SD"] + indAlphaM1SD = avaProfile["indAlphaM1SD"] + indAlphaM2SD = avaProfile["indAlphaM2SD"] # get ref results - nameRef = name + '_AB_QGIS.txt' - nameRefpath = pathlib.Path(dirname, '..', '..', 'benchmarks', avaName + 'ABPytest', - nameRef) - data = np.loadtxt(nameRefpath, skiprows=4, delimiter=',') - - #TODO: check if this test still useful now that prepareLine is using splines for resample - tolDist = 12.5 # increased from 10. - tolAngle = 0.19 # increased from 0.12 to 0.19 - assert (alpha == pytest.approx(data[0, 4], abs=tolAngle)) and ( - beta == pytest.approx(data[1, 4], rel=tolAngle)) and ( - alphaSD[1] == pytest.approx(data[2, 4], rel=tolAngle)) and ( - alphaSD[2] == pytest.approx(data[3, 4], rel=tolAngle)) and ( - alphaSD[0] == pytest.approx(data[4, 4], rel=tolAngle)) - assert (s[indAlpha] == pytest.approx(data[0, 3], abs=tolDist)) and ( - s[indBetaPoint] == pytest.approx(data[1, 3], rel=tolDist)) and ( - s[indAlphaM1SD] == pytest.approx(data[2, 3], rel=tolDist)) and ( - s[indAlphaM2SD] == pytest.approx(data[3, 3], rel=tolDist)) and ( - s[indAlphaP1SD] == pytest.approx(data[4, 3], rel=tolDist)) + nameRef = name + "_AB_QGIS.txt" + nameRefpath = pathlib.Path(dirname, "..", "..", "benchmarks", avaName + "ABPytest", nameRef) + data = np.loadtxt(nameRefpath, skiprows=4, delimiter=",") + + tolDist = 12.5 # increased from 10. + tolAngle = 0.19 # increased from 0.12 to 0.19 + assert ( + (alpha == pytest.approx(data[0, 4], abs=tolAngle)) + and (beta == pytest.approx(data[1, 4], rel=tolAngle)) + and (alphaSD[1] == pytest.approx(data[2, 4], rel=tolAngle)) + and (alphaSD[2] == pytest.approx(data[3, 4], rel=tolAngle)) + and (alphaSD[0] == pytest.approx(data[4, 4], rel=tolAngle)) + ) + assert ( + (s[indAlpha] == pytest.approx(data[0, 3], abs=tolDist)) + and (s[indBetaPoint] == pytest.approx(data[1, 3], rel=tolDist)) + and (s[indAlphaM1SD] == pytest.approx(data[2, 3], rel=tolDist)) + and (s[indAlphaM2SD] == pytest.approx(data[3, 3], rel=tolDist)) + and (s[indAlphaP1SD] == pytest.approx(data[4, 3], rel=tolDist)) + ) + + +@pytest.fixture +def sampleAvaProfile(): + return { + "s": np.array([0, 1, 2, 3, 4]), + "z": np.array([0, 1, 4, 9, 16]), # Quadratic: z = s^2 + "indSplit": 2, # Middle index for example + } + + +@pytest.fixture +def sampleEqParameters(): + return {"k1": 0.1, "k2": 0.2, "k3": 0.3, "k4": 0.4, "SD": 0.5} + + +def test_calcABAngles_success(sampleAvaProfile, sampleEqParameters, mocker): + # Mock external dependencies + mocker.patch("avaframe.in3Utils.geoTrans.prepareAngleProfile", return_value=(None, None, None)) + mocker.patch("avaframe.in3Utils.geoTrans.findAngleProfile", return_value=1) # indBetaPoint = 1 + + result = calcABAngles(sampleAvaProfile, sampleEqParameters, dsMin=1.0) + + # Verify key additions + assert "beta" in result + assert "alpha" in result + assert "alphaSD" in result + assert "SDs" in result + assert "poly" in result + assert "indBetaPoint" in result + + # Verify quadratic fit + assert np.allclose(result["poly"].coefficients, [1.0, 0.0, 0.0]) # z = s^2 + + # Verify H0 calculation (max - min of parabola) + assert result["poly"](result["s"]).max() - result["poly"](result["s"]).min() == pytest.approx(16.0) + + # Verify beta calculation (dzBeta = z[0] - z[1] = 0 - 1 = -1) + expectedBeta = np.degrees(np.arctan2(-1, 1)) # arctan(-1/1) = -45° + assert result["beta"] == pytest.approx(expectedBeta) + + # Verify alpha calculation + # alpha = k1*beta + k2*(2nd_deriv) + k3*H0 + k4 + # 2nd derivative of z = s^2 is 2 + expectedAlpha = 0.1 * expectedBeta + 0.2 * 2 + 0.3 * 16.0 + 0.4 + assert result["alpha"] == pytest.approx(expectedAlpha) + + # Verify alphaSD + SDs = [0.5, -0.5, -1.0] + assert result["SDs"] == SDs + assert result["alphaSD"] == pytest.approx([expectedAlpha + sd for sd in SDs]) + + +def test_calcABAngles_no_beta_found(sampleAvaProfile, sampleEqParameters, mocker): + mocker.patch("avaframe.in3Utils.geoTrans.prepareAngleProfile", return_value=(None, None, None)) + mocker.patch("avaframe.in3Utils.geoTrans.findAngleProfile", side_effect=IndexError) + + with pytest.raises(IndexError) as excinfo: + calcABAngles(sampleAvaProfile, sampleEqParameters, dsMin=1.0) + + assert "No Beta point found. Check your pathAB.shp and splitPoint.shp." in str(excinfo.value) + + +def test_calcABAngles_polyfit_verification(sampleAvaProfile, sampleEqParameters, mocker): + # Test with known quadratic relationship + mocker.patch("avaframe.in3Utils.geoTrans.prepareAngleProfile", return_value=(None, None, None)) + mocker.patch("avaframe.in3Utils.geoTrans.findAngleProfile", return_value=1) + + result = calcABAngles(sampleAvaProfile, sampleEqParameters, dsMin=1.0) + + # Verify polynomial coefficients (should match z = s^2) + assert np.allclose(result["poly"].coefficients, [1.0, 0.0, 0.0]) + + # Verify second derivative calculation + assert result["poly"].deriv(2)(0) == pytest.approx(2.0) # Second derivative of z = s^2 is 2 + + +def test_calcABAngles_debugPlot_true(sampleAvaProfile, sampleEqParameters, mocker): + # Mock debugPlot to True and plotting functions + mocker.patch("avaframe.com2AB.com2AB.debugPlot", True) # Replace with actual module path + # mock_plot_slope = mocker.patch("avaframe.out3Plot.outDebugPlots.plotSlopeAngle") + # mock_plot_profile = mocker.patch("avaframe.out3Plot.outDebugPlots.plotProfile") + mock_plot_slope = mocker.patch("avaframe.com2AB.com2AB.debPlot.plotSlopeAngle") + mock_plot_profile = mocker.patch("avaframe.com2AB.com2AB.debPlot.plotProfile") + + # Mock geoTrans functions to return dummy data + mocker.patch( + "avaframe.in3Utils.geoTrans.prepareAngleProfile", + return_value=( + np.array([30.0, 25.0, 20.0, 15.0, 10.0]), # angle values + "tmp_dummy", + "ds_dummy", + ), + ) + mocker.patch("avaframe.in3Utils.geoTrans.findAngleProfile", return_value=1) + + # Execute the function + result = calcABAngles(sampleAvaProfile, sampleEqParameters, dsMin=1.0) + + # Verify plots were called + # mock_plot_slope.assert_called_once_with( + # sampleAvaProfile["s"], np.array([30.0, 25.0, 20.0, 15.0, 10.0]), 1 + # ) + # mock_plot_profile.assert_called_once_with(sampleAvaProfile["s"], sampleAvaProfile["z"], 1) diff --git a/avaframe/tests/test_deriveParameterSet.py b/avaframe/tests/test_deriveParameterSet.py index 3b3fc9df6..9dd616d75 100644 --- a/avaframe/tests/test_deriveParameterSet.py +++ b/avaframe/tests/test_deriveParameterSet.py @@ -7,10 +7,15 @@ import pytest import pathlib +import rasterio.crs + +import avaframe.in2Trans.rasterUtils as IOf + # Local imports import avaframe.com1DFA.deriveParameterSet as dP -import avaframe.in2Trans.ascUtils as IOf import avaframe.in3Utils.fileHandlerUtils as fU +from avaframe.com1DFA.deriveParameterSet import setRangeFromCiVariation + def test_getVariationDict(caplog): """test creating a variation dictionary""" @@ -52,7 +57,7 @@ def test_getVariationDict(caplog): # call function to be tested variations = dP.getVariationDict(avaDir, cfg, modDict) -# print("variations", variations) + # print("variations", variations) # see if a parameter that was locally added to the GENERAL cfg and has a variation is filtered out: assert ("Parameter howMeBlue: has a variation, seems to be added") in caplog.text @@ -78,7 +83,7 @@ def test_getVariationDict(caplog): # call function to be tested variations2 = dP.getVariationDict(avaDir, cfg, modDict) -# print("variations2", variations2) + # print("variations2", variations2) variationsTest2 = { "simTypeList": ["null", "ent"], @@ -128,7 +133,7 @@ def test_validateVarDict(): # call function to be tested variationDictTest = dP.validateVarDict(variationDict, standardCfg) -# print("variationDictTest", variationDictTest) + # print("variationDictTest", variationDictTest) assert len(variationDictTest.keys()) == 3 assert variationDictTest["simTypeList"][0] == "null" @@ -147,7 +152,7 @@ def test_validateVarDict(): # call function to be tested variationDictTest = dP.validateVarDict(variationDict, standardCfg) -# print("variationDictTest", variationDictTest) + # print("variationDictTest", variationDictTest) assert len(variationDictTest.keys()) == 3 assert variationDictTest["simTypeList"][0] == "null" @@ -173,7 +178,7 @@ def test_checkResType(): # call function to be tested fullCfg = dP.checkResType(fullCfg, section, key, value) -# print("fullCfg", fullCfg) + # print("fullCfg", fullCfg) assert fullCfg["GENERAL"]["resType"] == "pft|ppr|pfv|particles" @@ -556,8 +561,8 @@ def test_splitVariationToArraySteps(): value = "40$4" itemsTest = np.linspace(0.6, 1.4, 4) itemsArray = dP.splitVariationToArraySteps(value, key, fullCfg) -# print("itemsTest", itemsTest) -# print("itemsArray", itemsArray) + # print("itemsTest", itemsTest) + # print("itemsArray", itemsArray) assert np.array_equal(itemsArray, itemsTest) @@ -600,66 +605,141 @@ def test_splitVariationToArraySteps(): def test_checkExtentAndCellSize(tmp_path): - """ test if inputFile has close enough extent to DEM file and if so resize if required """ + """test if inputFile has close enough extent to DEM file and if so resize if required""" # setup required inputs testDir = pathlib.Path(tmp_path, "test") cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'resizeThreshold': 3., 'meshCellSize': 1., 'meshCellSizeThreshold': 0.0001} - cfg['GENERAL']['avalancheDir'] = str(testDir) - inDir = testDir / 'Inputs' - inDirR = inDir / 'RASTERS' + cfg["GENERAL"] = {"resizeThreshold": 3.0, "meshCellSize": 1.0, "meshCellSizeThreshold": 0.0001} + cfg["GENERAL"]["avalancheDir"] = str(testDir) + inDir = testDir / "Inputs" + inDirR = inDir / "RASTERS" fU.makeADir(inDirR) demField = np.ones((4, 5)) - dem = {'header': {'nrows': 4, 'ncols': 5, 'xllcenter': 1, 'yllcenter': 5, 'cellsize': 1, 'nodata_value': -9999}, - 'rasterData': demField} + dem = { + "header": { + "nrows": 4, + "ncols": 5, + "xllcenter": 1, + "yllcenter": 5, + "cellsize": 1, + "nodata_value": -9999, + "driver": "AAIGrid", + }, + "rasterData": demField, + } + + dem["header"]["transform"] = IOf.transformFromASCHeader(dem["header"]) + dem["header"]["crs"] = rasterio.crs.CRS() + + inputFile = inDirR / "inputFile.asc" + headerInput = { + "nrows": 4, + "ncols": 5, + "xllcenter": 1.2, + "yllcenter": 4.3, + "cellsize": 1, + "nodata_value": -9999, + "driver": "AAIGrid", + } + headerInput["transform"] = IOf.transformFromASCHeader(headerInput) + headerInput["crs"] = rasterio.crs.CRS() - inputFile = inDirR / 'inputFile.asc' - headerInput = {'nrows': 4, 'ncols': 5, 'xllcenter': 1.2, 'yllcenter': 4.3, - 'cellsize': 1, 'nodata_value': -9999} inField = np.ones((4, 5)) - inField[2,2] = 10. - IOf.writeResultToAsc(headerInput, inField, inputFile, flip=False) + inField[2, 2] = 10.0 + IOf.writeResultToRaster(headerInput, inField, inputFile.parent / inputFile.stem, flip=False) - testFile = dP.checkExtentAndCellSize(cfg, inputFile, dem, 'mu') - print('testFiel', testFile) + testFile = dP.checkExtentAndCellSize(cfg, inputFile, dem, "mu") newRaster = IOf.readRaster((inDir / testFile)) - print('newRaster', newRaster['rasterData']) - print('inField', inField) - - assert 'remeshedmu1.00' in testFile - assert newRaster['header']['nrows'] == 4 - assert newRaster['rasterData'].shape[1] == 5 - assert newRaster['header']['xllcenter'] == 1. - assert newRaster['header']['yllcenter'] == 5. - - inputFile2 = inDirR / 'inputFile1.asc' - headerInput2 = {'nrows': 4, 'ncols': 5, 'xllcenter': 1., 'yllcenter': 5., - 'cellsize': 1, 'nodata_value': -9999} + + assert "remeshedmu1.00" in testFile + assert newRaster["header"]["nrows"] == 4 + assert newRaster["rasterData"].shape[1] == 5 + assert newRaster["header"]["xllcenter"] == 1.0 + assert newRaster["header"]["yllcenter"] == 5.0 + + inputFile2 = inDirR / "inputFile1.asc" + headerInput2 = { + "nrows": 4, + "ncols": 5, + "xllcenter": 1.0, + "yllcenter": 5.0, + "cellsize": 1, + "nodata_value": -9999, + "driver": "AAIGrid", + } + headerInput2["transform"] = IOf.transformFromASCHeader(headerInput2) + headerInput2["crs"] = rasterio.crs.CRS() inField2 = np.ones((4, 5)) - inField2[2,2] = 10. - IOf.writeResultToAsc(headerInput2, inField2, inputFile2, flip=False) - - testFile2 = dP.checkExtentAndCellSize(cfg, inputFile2, dem, 'mu') - print('test 2', testFile2) - newRaster2 = IOf.readRaster((inDir / testFile)) - - assert 'remeshedmu1.00' not in testFile2 - assert 'RASTERS' in testFile2 - assert newRaster['header']['nrows'] == 4 - assert newRaster['rasterData'].shape[1] == 5 - assert newRaster['header']['xllcenter'] == 1. - assert newRaster['header']['yllcenter'] == 5. - - inputFile2 = inDirR / 'inputFile1.asc' - headerInput2= {'nrows': 5, 'ncols': 5, 'xllcenter': 10., 'yllcenter': 5., - 'cellsize': 1, 'nodata_value': -9999} + inField2[2, 2] = 10.0 + IOf.writeResultToRaster(headerInput2, inField2, inputFile2.parent / inputFile2.stem, flip=False) + + testFile2 = dP.checkExtentAndCellSize(cfg, inputFile2, dem, "mu") + print("test 2", testFile2) + newRaster2 = IOf.readRaster((inDir / testFile2)) + + assert "remeshedmu1.00" not in testFile2 + assert "RASTERS" in testFile2 + assert newRaster2["header"]["nrows"] == 4 + assert newRaster2["rasterData"].shape[1] == 5 + assert newRaster2["header"]["xllcenter"] == 1.0 + assert newRaster2["header"]["yllcenter"] == 5.0 + + inputFile2 = inDirR / "inputFile1.asc" + headerInput2 = { + "nrows": 5, + "ncols": 5, + "xllcenter": 10.0, + "yllcenter": 5.0, + "cellsize": 1, + "nodata_value": -9999, + "driver": "AAIGrid", + } + headerInput2["transform"] = IOf.transformFromASCHeader(headerInput2) + headerInput2["crs"] = rasterio.crs.CRS() inField2 = np.ones((5, 5)) - inField2[2,2] = 10. - IOf.writeResultToAsc(headerInput2, inField2, inputFile2, flip=False) + inField2[2, 2] = 10.0 + IOf.writeResultToRaster(headerInput2, inField2, inputFile2.parent / inputFile2.stem, flip=False) with pytest.raises(AssertionError) as e: - assert dP.checkExtentAndCellSize(cfg, inputFile2, dem, 'mu') + assert dP.checkExtentAndCellSize(cfg, inputFile2, dem, "mu") assert "Lower left center coordinates of DEM and " in str(e.value) + + +# Produced by AI (test): + + +def test_setRangeFromCiVariation_ciValue_none_raises_error(): + with pytest.raises(AssertionError) as exc_info: + setRangeFromCiVariation(None, "chi95$0$1", "thValue", "None") + assert "ci95 values required" in str(exc_info.value) + + +def test_setRangeFromCiVariation_valid_variation_factor(): + # Test case 1: varValStep=2, allSteps=5, ciValue=10 + variationValue = setRangeFromCiVariation(None, "2$middle$5", "ignore", "10") + expected_values = np.linspace(-10, 10, 5) + assert variationValue == expected_values[2] + + # Test case 2: varValStep=0, allSteps=3, ciValue=3 + variationValue = setRangeFromCiVariation(None, "0$x$3", "ignore", "3") + expected_values = np.linspace(-3, 3, 3) + assert variationValue == expected_values[0] + + # Test case 3: varValStep=4, allSteps=5, ciValue=5 + variationValue = setRangeFromCiVariation(None, "4$y$5", "ignore", "5") + expected_values = np.linspace(-5, 5, 5) + assert variationValue == expected_values[4] + + +def test_setRangeFromCiVariation_edge_cases(): + # All steps = 1, varValStep=0 + variationValue = setRangeFromCiVariation(None, "0$z$1", "ignore", "8") + assert variationValue == -8.0 + + # varValStep at midpoint + variationValue = setRangeFromCiVariation(None, "1$mid$3", "ignore", "6") + expected = np.linspace(-6, 6, 3)[1] + assert variationValue == expected diff --git a/avaframe/tests/test_distanceTimeAnalysis.py b/avaframe/tests/test_distanceTimeAnalysis.py index 82021e916..ff32dd648 100644 --- a/avaframe/tests/test_distanceTimeAnalysis.py +++ b/avaframe/tests/test_distanceTimeAnalysis.py @@ -1,4 +1,5 @@ -''' Tests for module distanceTimeAnalysis ''' +""" Tests for module distanceTimeAnalysis """ + import numpy as np import pathlib import pytest @@ -10,73 +11,82 @@ def test_getRadarLocation(): - """ test get radar location """ + """test get radar location""" # setup required inputs cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'radarLocation': '10.|25.|40.|57.'} + cfg["GENERAL"] = {"radarLocation": "10.|25.|40.|57."} # call function to be tested radarFov = dtAna.getRadarLocation(cfg) - assert radarFov[0][0] == 10. - assert radarFov[1][1] == 57. - assert np.array_equal(radarFov, np.asarray([[10., 25.], [40., 57.]])) + assert radarFov[0][0] == 10.0 + assert radarFov[1][1] == 57.0 + assert np.array_equal(radarFov, np.asarray([[10.0, 25.0], [40.0, 57.0]])) def test_setDEMOrigin(): - """ test setting of DEM origin back to original """ + """test setting of DEM origin back to original""" # setup required inputs - headerDEM = {'xllcenter': 0.0, 'yllcenter': 0.0, 'cellsize': 2., 'ncols': 8, 'nrows': 11} - demSims = {'header': headerDEM, 'originalHeader': {'xllcenter': 1.0, 'yllcenter': 5., 'cellsize': 2., - 'ncols': 8, 'nrows': 11}, 'rasterData': np.zeros((11, 8))} + headerDEM = {"xllcenter": 0.0, "yllcenter": 0.0, "cellsize": 2.0, "ncols": 8, "nrows": 11} + demSims = { + "header": headerDEM, + "originalHeader": {"xllcenter": 1.0, "yllcenter": 5.0, "cellsize": 2.0, "ncols": 8, "nrows": 11}, + "rasterData": np.zeros((11, 8)), + } # call function to be tested demOriginal = dtAna.setDemOrigin(demSims) - assert demOriginal['header']['xllcenter'] == 1.0 - assert demOriginal['header']['yllcenter'] == 5.0 - assert demOriginal['header']['ncols'] == 8 - assert demOriginal['header']['nrows'] == 11 - assert demOriginal['header']['cellsize'] == 2. + assert demOriginal["header"]["xllcenter"] == 1.0 + assert demOriginal["header"]["yllcenter"] == 5.0 + assert demOriginal["header"]["ncols"] == 8 + assert demOriginal["header"]["nrows"] == 11 + assert demOriginal["header"]["cellsize"] == 2.0 def test_radarMask(tmp_path): - """ test creating radar mask array """ + """test creating radar mask array""" # setup required input - testAvaDir = pathlib.Path(tmp_path, 'testAva') - headerDEM = {'xllcenter': 0.0, 'yllcenter': 0.0, 'cellsize': 1., 'ncols': 11, 'nrows': 12} - demOriginal = {'header': headerDEM, 'rasterData': np.zeros((12, 11))} - radarFov = [[1., 10.0], [5., 5.]] + testAvaDir = pathlib.Path(tmp_path, "testAva") + headerDEM = {"xllcenter": 0.0, "yllcenter": 0.0, "cellsize": 1.0, "ncols": 11, "nrows": 12} + demOriginal = {"header": headerDEM, "rasterData": np.zeros((12, 11))} + radarFov = [[1.0, 10.0], [5.0, 5.0]] aperture = 40.5 cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'rgWidth': 2., 'avalancheDir': testAvaDir, 'simHash': 'test123', 'gateContours': 20} + cfgRangeTime["GENERAL"] = { + "rgWidth": 2.0, + "avalancheDir": testAvaDir, + "simHash": "test123", + "gateContours": 20, + } # call function to be tested radarRange, rangeGates = dtAna.radarMask(demOriginal, radarFov, aperture, cfgRangeTime) -# print('randarRange', radarRange) -# print('rangeGates', rangeGates) + # print('randarRange', radarRange) + # print('rangeGates', rangeGates) - assert np.array_equal(rangeGates, np.asarray([2., 4., 6., 8., 10.])) + assert np.array_equal(rangeGates, np.asarray([2.0, 4.0, 6.0, 8.0, 10.0])) def setupRangeTimeDiagram(): - """ test setting up range time diagram """ + """test setting up range time diagram""" # setup required inputs - headerDEM = {'xllcenter': 0.0, 'yllcenter': 0.0, 'cellsize': 1., 'ncols': 11, 'nrows': 11} - demOriginal = {'header': headerDEM, 'rasterData': np.zeros((11, 11))} + headerDEM = {"xllcenter": 0.0, "yllcenter": 0.0, "cellsize": 1.0, "ncols": 11, "nrows": 11} + demOriginal = {"header": headerDEM, "rasterData": np.zeros((11, 11))} cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'rgWidth': 2., 'simHash': 'test123', 'gateContours': 20, 'aperture': 40.5} + cfgRangeTime["GENERAL"] = {"rgWidth": 2.0, "simHash": "test123", "gateContours": 20, "aperture": 40.5} # call function to be tested mtiInfo = dtAna.setupRangeTimeDiagram(demOriginal, cfgRangeTime) - assert np.array_equal(mtiInfo['rangeGates'], np.asarray([2., 4., 6., 8., 10., 12.])) + assert np.array_equal(mtiInfo["rangeGates"], np.asarray([2.0, 4.0, 6.0, 8.0, 10.0, 12.0])) + # def test_minRangeSimulation(): # """ test if min range is found in simulation results """ @@ -96,40 +106,44 @@ def setupRangeTimeDiagram(): def test_appraoachVelocity(): - """ test computing approach velocity """ + """test computing approach velocity""" # setup required inputs - mtiInfo = {'timeList': [0., 1., 2., 3., 7., 8., 10.], - 'rangeList': [12, 10., 7.5, 4.5, 4., 2., 0.]} - minVelTimeStep = 2. - mtiInfo['type'] = 'rangeTime' + mtiInfo = { + "timeList": [0.0, 1.0, 2.0, 3.0, 7.0, 8.0, 10.0], + "rangeList": [12, 10.0, 7.5, 4.5, 4.0, 2.0, 0.0], + } + minVelTimeStep = 2.0 + mtiInfo["type"] = "rangeTime" # call function to be tested maxVel, rangeVel, timeVel = dtAna.approachVelocity(mtiInfo) -# print(maxVel, rangeVel, timeVel) + # print(maxVel, rangeVel, timeVel) assert maxVel == pytest.approx(2.5, rel=1e-8) - assert rangeVel == 10. - assert timeVel == 1. + assert rangeVel == 10.0 + assert timeVel == 1.0 # setup required inputs - mtiInfo = {'timeList': [0., 2., 3., 7., 8., 9., 10.], - 'rangeList': [0., np.nan, 4., 6., 7., 10., 12]} - mtiInfo['type'] = 'thalwegTime' - minVelTimeStep = 2. + mtiInfo = { + "timeList": [0.0, 2.0, 3.0, 7.0, 8.0, 9.0, 10.0], + "rangeList": [0.0, np.nan, 4.0, 6.0, 7.0, 10.0, 12], + } + mtiInfo["type"] = "thalwegTime" + minVelTimeStep = 2.0 # call function to be tested maxVel, rangeVel, timeVel = dtAna.approachVelocity(mtiInfo) -# print(maxVel, rangeVel, timeVel) + # print(maxVel, rangeVel, timeVel) assert maxVel == pytest.approx(3.0, rel=1e-8) - assert rangeVel == 7. - assert timeVel == 8. + assert rangeVel == 7.0 + assert timeVel == 8.0 def test_fetchTimeStepFromName(): - """ test fetching time step from name """ + """test fetching time step from name""" # setup required inpu - pathNames = pathlib.Path('tests', 'testName_t0.5.asc') + pathNames = pathlib.Path("tests", "testName_t0.5.asc") # call function to be tested timeSteps, indexTime = dtAna.fetchTimeStepFromName(pathNames) @@ -138,8 +152,7 @@ def test_fetchTimeStepFromName(): assert indexTime == [0] # setup required inpu - pathNames = [pathlib.Path('tests', 'testName_t0.5.asc'), - pathlib.Path('tests', 'testName_t0.15.asc')] + pathNames = [pathlib.Path("tests", "testName_t0.5.asc"), pathlib.Path("tests", "testName_t0.15.asc")] # call function to be tested timeSteps, indexTime = dtAna.fetchTimeStepFromName(pathNames) @@ -150,14 +163,14 @@ def test_fetchTimeStepFromName(): def test_importMTIData(): - """ testing importing data pickle """ + """testing importing data pickle""" # setup required inputs dirPath = pathlib.Path(__file__).parents[0] - avaDir = 'data/avaTest' - modName = 'com1DFA' - inputDir = dirPath / 'data' / 'avaTest' - simHash = 'simTestID' + avaDir = "data/avaTest" + modName = "com1DFA" + inputDir = dirPath / "data" / "avaTest" + simHash = "simTestID" # call function to be tested mtiInfoDicts = dtAna.importMTIData(avaDir, modName, inputDir=inputDir) @@ -168,257 +181,326 @@ def test_importMTIData(): mtiInfoDicts2 = dtAna.importMTIData(avaDir, modName, inputDir=inputDir, simHash=simHash) assert len(mtiInfoDicts2) == 1 - assert mtiInfoDicts2[0]['name'] == (inputDir / 'testpickle_simTestID.p') + assert mtiInfoDicts2[0]["name"] == (inputDir / "testpickle_simTestID.p") def test_exportData(tmp_path): - """ test exporting pickle """ + """test exporting pickle""" # setup require inputs - mtiInfo = {'name': 'testName', 'testArray': np.arange(10)} + mtiInfo = {"name": "testName", "testArray": np.arange(10)} cfg = configparser.ConfigParser() testDir = pathlib.Path(tmp_path) - cfg['GENERAL'] = {'avalancheDir': testDir, 'simHash': 'simTestID'} - modName = 'com1DFA' + cfg["GENERAL"] = {"avalancheDir": testDir, "simHash": "simTestID"} + modName = "com1DFA" # call function to be tested dtAna.exportData(mtiInfo, cfg, modName) - testPath = testDir / 'Outputs' / modName / 'distanceTimeAnalysis' / 'mtiInfo_simTestID.p' + testPath = testDir / "Outputs" / modName / "distanceTimeAnalysis" / "mtiInfo_simTestID.p" assert testPath.is_file() def test_maskRangeFull(): - """ test creating full mask """ + """test creating full mask""" # setup required input parameters - flowF = np.asarray([[2., 2., 2., 2.], - [3., 4., 5., 6.], - [7., 2., 0., 0.], - [6., 7., 8., 10.], - [2., 4., 5., 7.]]) + flowF = np.asarray( + [ + [2.0, 2.0, 2.0, 2.0], + [3.0, 4.0, 5.0, 6.0], + [7.0, 2.0, 0.0, 0.0], + [6.0, 7.0, 8.0, 10.0], + [2.0, 4.0, 5.0, 7.0], + ] + ) threshold = 3.1 range = np.arange(4) range = np.repeat([range], 5, axis=0) - rangeMasked = np.ma.masked_where(range < 2., range) + rangeMasked = np.ma.masked_where(range < 2.0, range) # call function to be tested maskAva, maskFull, maskFullRange = dtAna.maskRangeFull(flowF, threshold, rangeMasked) - maskSol = np.asarray([[True, True, True, True], - [True, True, False, False], - [True, True, True, True], - [True, True, False, False], - [True, True, False, False]]) - maskAvaSol = np.asarray([[True, True, True, True], - [True, False, False, False], - [False, True, True, True], - [False, False, False, False], - [True, False, False, False]]) + maskSol = np.asarray( + [ + [True, True, True, True], + [True, True, False, False], + [True, True, True, True], + [True, True, False, False], + [True, True, False, False], + ] + ) + maskAvaSol = np.asarray( + [ + [True, True, True, True], + [True, False, False, False], + [False, True, True, True], + [False, False, False, False], + [True, False, False, False], + ] + ) assert np.array_equal(maskSol, maskFull) assert np.array_equal(maskAvaSol, maskAva.mask) def test_extractFrontAndMeanValuesRadar(): - """ test extracting front and mean values """ + """test extracting front and mean values""" # setup required input cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'rgWidth': 2., 'thresholdResult': 3.1, 'maxOrMean': 'mean'} - cfgRangeTime['PLOTS'] = {'debugPlot': False} - flowF = np.asarray([[2., 2., 2., 2.], - [3., 4., 5., 6.], - [7., 2., 0., 0.], - [6., 7., 8., 10.], - [2., 4., 5., 7.]]) + cfgRangeTime["GENERAL"] = {"rgWidth": 2.0, "thresholdResult": 3.1, "maxOrMean": "mean"} + cfgRangeTime["PLOTS"] = {"debugPlot": False} + flowF = np.asarray( + [ + [2.0, 2.0, 2.0, 2.0], + [3.0, 4.0, 5.0, 6.0], + [7.0, 2.0, 0.0, 0.0], + [6.0, 7.0, 8.0, 10.0], + [2.0, 4.0, 5.0, 7.0], + ] + ) range = np.arange(4) range = np.repeat([range], 5, axis=0) - rangeMasked = np.ma.masked_where(range < 2., range) - mtiInfo = {'rangeGates': np.arange(4), 'rangeMasked': rangeMasked, 'rArray': range, - 'mti': np.zeros(5), 'rangeList': [], 'timeList': []} + rangeMasked = np.ma.masked_where(range < 2.0, range) + mtiInfo = { + "rangeGates": np.arange(4), + "rangeMasked": rangeMasked, + "rArray": range, + "mti": np.zeros(5), + "rangeList": [], + "timeList": [], + } # call function to be tested mtiInfo = dtAna.extractFrontAndMeanValuesRadar(cfgRangeTime, flowF, mtiInfo) -# print('mtiInfo', mtiInfo) + # print('mtiInfo', mtiInfo) - assert mtiInfo['timeList'] == [] - assert mtiInfo['rangeList'] == [2] - assert mtiInfo['mti'][0] == 0 - assert mtiInfo['mti'][1] == 0 - assert mtiInfo['mti'][2] == 6. - assert mtiInfo['mti'][3] == 23./3 + assert mtiInfo["timeList"] == [] + assert mtiInfo["rangeList"] == [2] + assert mtiInfo["mti"][0] == 0 + assert mtiInfo["mti"][1] == 0 + assert mtiInfo["mti"][2] == 6.0 + assert mtiInfo["mti"][3] == 23.0 / 3 cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'rgWidth': 2., 'thresholdResult': 30.1, 'maxOrMean': 'mean'} - cfgRangeTime['PLOTS'] = {'debugPlot': False} - mtiInfo = {'rangeGates': np.arange(4), 'rangeMasked': rangeMasked, 'rArray': range, - 'mti': np.zeros(5), 'rangeList': [], 'timeList': []} + cfgRangeTime["GENERAL"] = {"rgWidth": 2.0, "thresholdResult": 30.1, "maxOrMean": "mean"} + cfgRangeTime["PLOTS"] = {"debugPlot": False} + mtiInfo = { + "rangeGates": np.arange(4), + "rangeMasked": rangeMasked, + "rArray": range, + "mti": np.zeros(5), + "rangeList": [], + "timeList": [], + } # call function to be tested mtiInfo = dtAna.extractFrontAndMeanValuesRadar(cfgRangeTime, flowF, mtiInfo) -# print('mtiInfo2', mtiInfo) + # print('mtiInfo2', mtiInfo) - assert mtiInfo['timeList'] == [] - assert mtiInfo['rangeList'] == [np.nan] - assert mtiInfo['mti'][0] == 0 - assert mtiInfo['mti'][1] == 0 - assert mtiInfo['mti'][2] == 0. - assert mtiInfo['mti'][3] == 0. + assert mtiInfo["timeList"] == [] + assert mtiInfo["rangeList"] == [np.nan] + assert mtiInfo["mti"][0] == 0 + assert mtiInfo["mti"][1] == 0 + assert mtiInfo["mti"][2] == 0.0 + assert mtiInfo["mti"][3] == 0.0 cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'rgWidth': 2., 'thresholdResult': 8.1, 'maxOrMean': 'max'} - cfgRangeTime['PLOTS'] = {'debugPlot': False} - mtiInfo = {'rangeGates': np.arange(4), 'rangeMasked': rangeMasked, 'rArray': range, - 'mti': np.zeros(5), 'rangeList': [], 'timeList': []} + cfgRangeTime["GENERAL"] = {"rgWidth": 2.0, "thresholdResult": 8.1, "maxOrMean": "max"} + cfgRangeTime["PLOTS"] = {"debugPlot": False} + mtiInfo = { + "rangeGates": np.arange(4), + "rangeMasked": rangeMasked, + "rArray": range, + "mti": np.zeros(5), + "rangeList": [], + "timeList": [], + } # call function to be tested mtiInfo = dtAna.extractFrontAndMeanValuesRadar(cfgRangeTime, flowF, mtiInfo) -# print('mtiInfo3', mtiInfo) + # print('mtiInfo3', mtiInfo) - assert mtiInfo['timeList'] == [] - assert mtiInfo['rangeList'] == [3] - assert mtiInfo['mti'][0] == 0 - assert mtiInfo['mti'][1] == 0 - assert mtiInfo['mti'][2] == 0. - assert mtiInfo['mti'][3] == 10. + assert mtiInfo["timeList"] == [] + assert mtiInfo["rangeList"] == [3] + assert mtiInfo["mti"][0] == 0 + assert mtiInfo["mti"][1] == 0 + assert mtiInfo["mti"][2] == 0.0 + assert mtiInfo["mti"][3] == 10.0 def test_setupThalwegTimeDiagram(): - """ setting up info for tt diagram """ + """setting up info for tt diagram""" # setup required inputs dirPath = pathlib.Path(__file__).parents[0] - avaDir = dirPath / '..' / 'data/avaInclinedPlane' - inputDir = dirPath / '..' / avaDir / 'Inputs' - demPath = inputDir / 'DEM_IP_Topo.asc' + avaDir = dirPath / ".." / "data/avaInclinedPlane" + inputDir = dirPath / ".." / avaDir / "Inputs" + demPath = inputDir / "DEM_IP_Topo.asc" dem = IOf.readRaster(demPath) cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'defineRunoutArea': True, 'startOfRunoutAreaAngle': 40., 'avalancheDir': avaDir, - 'rangeTimeResType': 'FT', 'domainWidth': 200, 'cellSizeSL': '', 'interpMethod': 'bilinear', - 'dsMin': 30, 'sType': 'projected'} + cfgRangeTime["GENERAL"] = { + "defineRunoutArea": True, + "startOfRunoutAreaAngle": 40.0, + "avalancheDir": avaDir, + "rangeTimeResType": "FT", + "domainWidth": 200, + "cellSizeSL": "", + "interpMethod": "bilinear", + "dsMin": 30, + "sType": "projected", + } # call function to be tested mtiInfo = dtAna.setupThalwegTimeDiagram(dem, cfgRangeTime) -# print('mtiInfo', mtiInfo['betaPoint'], mtiInfo['betaPointAngle'], + # print('mtiInfo', mtiInfo['betaPoint'], mtiInfo['betaPointAngle'], # mtiInfo['type'], np.amin(mtiInfo['rangeGates']), np.amax(mtiInfo['rangeGates'])) - assert len(mtiInfo['rangeGates']) == len(mtiInfo['rasterTransfo']['s']) - assert np.isclose(mtiInfo['betaPoint'][1], -4000.) - assert np.isclose(mtiInfo['betaPointAngle'], 34.) - assert np.isclose(np.amin(mtiInfo['rangeGates']), -1550) - assert np.isclose(np.amax(mtiInfo['rangeGates']), 3395) - + assert len(mtiInfo["rangeGates"]) == len(mtiInfo["rasterTransfo"]["s"]) + assert np.isclose(mtiInfo["betaPoint"][1], -4000.0) + assert np.isclose(mtiInfo["betaPointAngle"], 34.0) + assert np.isclose(np.amin(mtiInfo["rangeGates"]), -1550) + assert np.isclose(np.amax(mtiInfo["rangeGates"]), 3395) def test_initializeRangeTime(): - """ test initializing range time diagram setup """ + """test initializing range time diagram setup""" # setup required inputs dirPath = pathlib.Path(__file__).parents[0] - avaDir = dirPath / '..' / 'data/avaParabola' - inputDir = avaDir / 'Inputs' - demPath = inputDir / 'DEM_PF_Topo.asc' + avaDir = dirPath / ".." / "data/avaParabola" + inputDir = avaDir / "Inputs" + demPath = inputDir / "DEM_PF_Topo.asc" dem = IOf.readRaster(demPath) cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'tEnd': 40., 'avalancheDir': avaDir} - cfg['VISUALISATION'] = {'createRangeTimeDiagram': True, 'TTdiagram': True} - simHash = 'testsimID' + cfg["GENERAL"] = {"tEnd": 40.0, "avalancheDir": avaDir} + cfg["VISUALISATION"] = {"createRangeTimeDiagram": True, "TTdiagram": True} + simHash = "testsimID" # call function to be tested mtiInfo, dtRangeTime, cfgRangeTime = dtAna.initializeRangeTime(dtAna, cfg, dem, simHash) # print('mtiInfo', mtiInfo) -# print('dtRa', dtRangeTime, mtiInfo['rasterTransfo']['startOfRunoutAreaAngle']) + # print('dtRa', dtRangeTime, mtiInfo['rasterTransfo']['startOfRunoutAreaAngle']) - assert np.isclose(mtiInfo['rasterTransfo']['startOfRunoutAreaAngle'], 9.95742856) - assert np.amax(dtRangeTime) <= 40. - assert cfgRangeTime['GENERAL']['simHash'] == simHash + assert np.isclose(mtiInfo["rasterTransfo"]["startOfRunoutAreaAngle"], 9.95742856) + assert np.amax(dtRangeTime) <= 40.0 + assert cfgRangeTime["GENERAL"]["simHash"] == simHash def test_fetchRangeTimeInfo(): - """ test fetching range time info """ + """test fetching range time info""" # setup required inputs dirPath = pathlib.Path(__file__).parents[0] - avaDir = dirPath / '..' / 'data/avaParabola' - inputDir = avaDir / 'Inputs' - demPath = inputDir / 'DEM_PF_Topo.asc' + avaDir = dirPath / ".." / "data/avaParabola" + inputDir = avaDir / "Inputs" + demPath = inputDir / "DEM_PF_Topo.asc" dem = IOf.readRaster(demPath) - simHash = 'testsimID' + simHash = "testsimID" cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'tEnd': 40., 'avalancheDir': avaDir} - cfg['VISUALISATION'] = {'createRangeTimeDiagram': True, 'TTdiagram': True} + cfg["GENERAL"] = {"tEnd": 40.0, "avalancheDir": avaDir} + cfg["VISUALISATION"] = {"createRangeTimeDiagram": True, "TTdiagram": True} # call function to created further inputs mtiInfo, dtRangeTime, cfgRangeTime = dtAna.initializeRangeTime(dtAna, cfg, dem, simHash) - fieldTest = np.ones((dem['rasterData'].shape)) - fields = {'FV': fieldTest} + fieldTest = np.ones((dem["rasterData"].shape)) + fields = {"FV": fieldTest} # call function to be tested - mtiInfo, dtRangeTime = dtAna.fetchRangeTimeInfo(cfgRangeTime, cfg, dtRangeTime, 1., dem['header'], fields, - mtiInfo) + mtiInfo, dtRangeTime = dtAna.fetchRangeTimeInfo( + cfgRangeTime, cfg, dtRangeTime, 1.0, dem["header"], fields, mtiInfo + ) -# print('mtiInfo', type(dtRangeTime)) + # print('mtiInfo', type(dtRangeTime)) assert np.array_equal(dtRangeTime, np.arange(2, 40, 1)) def test_extractFrontAndMeanValuesTT(): - """ test extracting ava front and mean values """ + """test extracting ava front and mean values""" # setup required inputs # setup required inputs dirPath = pathlib.Path(__file__).parents[0] - avaDir = dirPath / '..' / 'data/avaHockeySmall' - inputDir = avaDir / 'Inputs' - demPath = inputDir / 'DEM_HS_Topo.asc' + avaDir = dirPath / ".." / "data/avaHockeySmall" + inputDir = avaDir / "Inputs" + demPath = inputDir / "DEM_HS_Topo.asc" dem = IOf.readRaster(demPath) cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'startOfRunoutAreaAngle': 10., 'avalancheDir': avaDir, - 'rangeTimeResType': 'FT', 'domainWidth': 200, 'cellSizeSL': '', 'interpMethod': 'bilinear', - 'dsMin': 30, 'thresholdResult': 0.001, 'simHash': 'simDI', 'sType': 'projected', - 'maxOrMean': 'mean'} - cfgRangeTime['PLOTS'] = {'debugPlot': False, 'anmiate': True} + cfgRangeTime["GENERAL"] = { + "startOfRunoutAreaAngle": 10.0, + "avalancheDir": avaDir, + "rangeTimeResType": "FT", + "domainWidth": 200, + "cellSizeSL": "", + "interpMethod": "bilinear", + "dsMin": 30, + "thresholdResult": 0.001, + "simHash": "simDI", + "sType": "projected", + "maxOrMean": "mean", + } + cfgRangeTime["PLOTS"] = {"debugPlot": False, "anmiate": True} # call function to created further inputs mtiInfo = dtAna.setupThalwegTimeDiagram(dem, cfgRangeTime) # create flow field - flowF = np.ones((dem['rasterData'].shape)) + flowF = np.ones((dem["rasterData"].shape)) # call function to be tested - mtiInfo = dtAna.extractFrontAndMeanValuesTT(cfgRangeTime, flowF, dem['header'], mtiInfo) + mtiInfo = dtAna.extractFrontAndMeanValuesTT(cfgRangeTime, flowF, dem["header"], mtiInfo) -# print('mtiInfo', mtiInfo['rangeList'], mtiInfo['mti']) -# print('raster', mtiInfo['rasterTransfo']['startOfRunoutAreaAngle']) -# print('mti', mtiInfo['rasterTransfo']['s'][mtiInfo['rasterTransfo']['indStartOfRunout']]) + # print('mtiInfo', mtiInfo['rangeList'], mtiInfo['mti']) + # print('raster', mtiInfo['rasterTransfo']['startOfRunoutAreaAngle']) + # print('mti', mtiInfo['rasterTransfo']['s'][mtiInfo['rasterTransfo']['indStartOfRunout']]) - assert np.array_equal(mtiInfo['mti'], np.ones((len(mtiInfo['rangeGates']),1))) - assert mtiInfo['rangeList'] == [np.amax(mtiInfo['rasterTransfo']['s'] - mtiInfo['rasterTransfo']['s'][mtiInfo['rasterTransfo']['indStartOfRunout']])] - assert mtiInfo['sType'] == 'projected' + assert np.array_equal(mtiInfo["mti"], np.ones((len(mtiInfo["rangeGates"]), 1))) + assert mtiInfo["rangeList"] == [ + np.amax( + mtiInfo["rasterTransfo"]["s"] + - mtiInfo["rasterTransfo"]["s"][mtiInfo["rasterTransfo"]["indStartOfRunout"]] + ) + ] + assert mtiInfo["sType"] == "projected" cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'startOfRunoutAreaAngle': 10., 'avalancheDir': avaDir, - 'rangeTimeResType': 'FT', 'domainWidth': 200, 'cellSizeSL': '', 'interpMethod': 'bilinear', - 'dsMin': 30, 'thresholdResult': 0.001, 'simHash': 'simDI', 'sType': 'parallel', - 'maxOrMean': 'mean'} - cfgRangeTime['PLOTS'] = {'debugPlot': False, 'anmiate': True} - + cfgRangeTime["GENERAL"] = { + "startOfRunoutAreaAngle": 10.0, + "avalancheDir": avaDir, + "rangeTimeResType": "FT", + "domainWidth": 200, + "cellSizeSL": "", + "interpMethod": "bilinear", + "dsMin": 30, + "thresholdResult": 0.001, + "simHash": "simDI", + "sType": "parallel", + "maxOrMean": "mean", + } + cfgRangeTime["PLOTS"] = {"debugPlot": False, "anmiate": True} # call function to created further inputs mtiInfo2 = dtAna.setupThalwegTimeDiagram(dem, cfgRangeTime) # create flow field - flowF2 = np.ones((dem['rasterData'].shape)) + flowF2 = np.ones((dem["rasterData"].shape)) # call function to be tested - mtiInfo2 = dtAna.extractFrontAndMeanValuesTT(cfgRangeTime, flowF2, dem['header'], mtiInfo2) - - assert np.array_equal(mtiInfo2['mti'], np.ones((len(mtiInfo2['rangeGates']),1))) - assert mtiInfo2['rangeList'] == [np.amax(mtiInfo2['rasterTransfo']['sParallel'] - mtiInfo2['rasterTransfo']['sParallel'][mtiInfo['rasterTransfo']['indStartOfRunout']])] + mtiInfo2 = dtAna.extractFrontAndMeanValuesTT(cfgRangeTime, flowF2, dem["header"], mtiInfo2) + + assert np.array_equal(mtiInfo2["mti"], np.ones((len(mtiInfo2["rangeGates"]), 1))) + assert mtiInfo2["rangeList"] == [ + np.amax( + mtiInfo2["rasterTransfo"]["sParallel"] + - mtiInfo2["rasterTransfo"]["sParallel"][mtiInfo["rasterTransfo"]["indStartOfRunout"]] + ) + ] diff --git a/avaframe/tests/test_fileHandlerUtils.py b/avaframe/tests/test_fileHandlerUtils.py index 710b00b65..036ac444d 100644 --- a/avaframe/tests/test_fileHandlerUtils.py +++ b/avaframe/tests/test_fileHandlerUtils.py @@ -112,7 +112,6 @@ def test_makeSimDF(): inputDir = os.path.join(dirPath, 'data', 'testSim') cfg = configparser.ConfigParser() cfg = {'varPar': 'test'} -# print(inputDir) dataDF = fU.makeSimDF(inputDir, simID=cfg['varPar']) assert dataDF['names'][0] == 'releaseTest1_0.888_entres_dfa_ppr' diff --git a/avaframe/tests/test_geoTrans.py b/avaframe/tests/test_geoTrans.py index e9bb8af90..9531a88f4 100644 --- a/avaframe/tests/test_geoTrans.py +++ b/avaframe/tests/test_geoTrans.py @@ -1,4 +1,5 @@ """Tests for module geoTrans""" + import configparser import logging import math @@ -339,7 +340,7 @@ def test_prepareArea(): line5 = geoTrans.prepareArea(releaseLine3, dem, 0.6, thList=thList, combine=True, checkOverlap=False) -# print("line5", line5) + # print("line5", line5) # test 4 releaseLine4 = { @@ -374,13 +375,13 @@ def test_prepareArea(): testRaster6[3, 1:4] = 7.8 testRaster6[1:4, 3] = 7.8 -# print("line Raster", line["rasterData"]) -# print("testRaster", testRaster) -# print("line Raster", line2["rasterData"]) -# print("testRaster", testRaster2) -# print("test 4 line Raster", line4["rasterData"]) -# print("testRaster", testList) -# print("test raster 6", testRaster6) + # print("line Raster", line["rasterData"]) + # print("testRaster", testRaster) + # print("line Raster", line2["rasterData"]) + # print("testRaster", testRaster2) + # print("test 4 line Raster", line4["rasterData"]) + # print("testRaster", testList) + # print("test raster 6", testRaster6) assert np.array_equal(line["rasterData"], testRaster) assert np.array_equal(line2["rasterData"], testRaster2) @@ -498,7 +499,7 @@ def test_checkParticlesInRelease(): } particles2 = geoTrans.checkParticlesInRelease(particles2, releaseLine, 0.01) -# print("particles", particles, particles2) + # print("particles", particles, particles2) assert np.array_equal(particles["x"], np.asarray([2.4, 9.7, 10.02])) assert np.array_equal(particles["y"], np.asarray([2.4, 9.7, 10.2])) assert particles["mTot"] == (1.4 + 1.7 + 1.4) @@ -508,6 +509,7 @@ def test_checkParticlesInRelease(): assert particles2["mTot"] == (1.4 + 1.7 + 1.4 + 1.1) assert particles2["nPart"] == 4 + def test_remeshDEM(tmp_path): """test size of interpolated data onto new mesh""" @@ -518,10 +520,9 @@ def test_remeshDEM(tmp_path): yllcenter = 0 nodata_value = -9999 - transform = rasterio.transform.from_origin(xllcenter - cellSize / 2, - (yllcenter - cellSize / 2) + nRows * cellSize, - cellSize, - cellSize) + transform = rasterio.transform.from_origin( + xllcenter - cellSize / 2, (yllcenter - cellSize / 2) + nRows * cellSize, cellSize, cellSize + ) crs = rasterio.crs.CRS() headerInfo = { @@ -536,7 +537,6 @@ def test_remeshDEM(tmp_path): "transform": transform, } - # create an inclined plane z0 = 10 data = getIPZ(z0, 15, 20, 5) @@ -870,7 +870,7 @@ def test_findSplitPoint(): # call function projPoint = geoTrans.findSplitPoint(avaProfile, pointsDict) -# print("avaProfile s", (avaProfile["s"]), "s", s) + # print("avaProfile s", (avaProfile["s"]), "s", s) assert projPoint["x"] == 2.0 assert projPoint["y"] == 0.0 @@ -950,7 +950,7 @@ def test_computeAlongLineDistance(): ) ) -# print("distancePoints", distancePoints2) + # print("distancePoints", distancePoints2) for ind, d in enumerate(distancePoints2): assert d == s2[ind] assert np.isclose(np.rad2deg(np.arcsin(2.0 / distancePoints2[1])), 45.0) @@ -971,7 +971,7 @@ def test_computeAlongLineDistance(): + (avaProfile["z"][i + 1] - avaProfile["z"][i]) ** 2 ) ) -# print("distancePoints3", distancePoints3) + # print("distancePoints3", distancePoints3) for ind, d in enumerate(distancePoints3): assert d == s3[ind] assert distancePoints3[1] == np.sqrt(12) @@ -1014,8 +1014,8 @@ def test_snapPtsToLine(): snappedP1 = dbData["geom_rel_event_pt3d_epsg:31287_snapped"].iloc[0] snappedP2 = dbData["geom_event_pt3d_epsg:31287_snapped"].iloc[0] -# print("snapped", snappedP1.x) -# print("xLine", xLine[1]) + # print("snapped", snappedP1.x) + # print("xLine", xLine[1]) assert np.isclose(snappedP1.x, xLine[1]) assert np.isclose(snappedP1.y, yLine[1]) @@ -1088,69 +1088,88 @@ def test_prepareLine(): assert np.isclose(avaProfile["y"][-1], 8.0) assert np.allclose(avaProfile["s"], np.append(0, diffXY.cumsum())) + def test_getNormalMesh(capfd): - '''projectOnRaster''' + """projectOnRaster""" a = 2 b = 1 cellsize = 1 m = 10 n = 15 - x = np.linspace(0, m-1, m) - y = np.linspace(0, n-1, n) + x = np.linspace(0, m - 1, m) + y = np.linspace(0, n - 1, n) X, Y = np.meshgrid(x, y) Z = a * X + b * Y header = {} - header['ncols'] = m - header['nrows'] = n - header['cellsize'] = cellsize + header["ncols"] = m + header["nrows"] = n + header["cellsize"] = cellsize dem = {} - dem['header'] = header + dem["header"] = header Z1 = a * X * X + b * Y * Y for num in [4, 6, 8]: - dem['rasterData'] = Z + dem["rasterData"] = Z dem = geoTrans.getNormalMesh(dem, num) - Nx = dem['Nx'] - Ny = dem['Ny'] - Nz = dem['Nz'] + Nx = dem["Nx"] + Ny = dem["Ny"] + Nz = dem["Nz"] Nx, Ny, Nz = DFAtls.normalize(Nx, Ny, Nz) -# print(Nx) -# print((-a*np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) -# print(Ny) -# print((-b*np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) -# print(Nz) -# print((np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) + # print(Nx) + # print((-a*np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) + # print(Ny) + # print((-b*np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) + # print(Nz) + # print((np.ones(np.shape(Y)) / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1]) atol = 1e-10 - TestNX = np.allclose(Nx[1:n-1, 1:m-1], (-a*np.ones(np.shape(Y)) - / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1], atol=atol) + TestNX = np.allclose( + Nx[1: n - 1, 1: m - 1], + (-a * np.ones(np.shape(Y)) / np.sqrt(1 + a * a + b * b))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNX - TestNY = np.allclose(Ny[1:n-1, 1:m-1], (-b*np.ones(np.shape(Y)) - / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1], atol=atol) + TestNY = np.allclose( + Ny[1: n - 1, 1: m - 1], + (-b * np.ones(np.shape(Y)) / np.sqrt(1 + a * a + b * b))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNY - TestNZ = np.allclose(Nz[1:n-1, 1:m-1], (np.ones(np.shape(Y)) - / np.sqrt(1 + a*a + b*b))[1:n-1, 1:m-1], atol=atol) + TestNZ = np.allclose( + Nz[1: n - 1, 1: m - 1], + (np.ones(np.shape(Y)) / np.sqrt(1 + a * a + b * b))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNZ - dem['rasterData'] = Z1 + dem["rasterData"] = Z1 dem = geoTrans.getNormalMesh(dem, num) - Nx = dem['Nx'] - Ny = dem['Ny'] - Nz = dem['Nz'] + Nx = dem["Nx"] + Ny = dem["Ny"] + Nz = dem["Nz"] Nx, Ny, Nz = DFAtls.normalize(Nx, Ny, Nz) -# print(Nx) -# print((-2*a*X / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) -# print(Ny) -# print((-2*b*Y / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) -# print(Nz) -# print((1 / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) + # print(Nx) + # print((-2*a*X / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) + # print(Ny) + # print((-2*b*Y / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) + # print(Nz) + # print((1 / np.sqrt(1 + 4*a*a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1]) atol = 1e-10 - TestNX = np.allclose(Nx[1:n-1, 1:m-1], (-2*a*X / np.sqrt(1 + 4*a - * a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1], atol=atol) + TestNX = np.allclose( + Nx[1: n - 1, 1: m - 1], + (-2 * a * X / np.sqrt(1 + 4 * a * a * X * X + 4 * b * b * Y * Y))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNX - TestNY = np.allclose(Ny[1:n-1, 1:m-1], (-2*b*Y / np.sqrt(1 + 4*a - * a*X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1], atol=atol) + TestNY = np.allclose( + Ny[1: n - 1, 1: m - 1], + (-2 * b * Y / np.sqrt(1 + 4 * a * a * X * X + 4 * b * b * Y * Y))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNY - TestNZ = np.allclose(Nz[1:n-1, 1:m-1], (1 / np.sqrt(1 + 4*a*a - * X*X + 4*b*b*Y*Y))[1:n-1, 1:m-1], atol=atol) + TestNZ = np.allclose( + Nz[1: n - 1, 1: m - 1], + (1 / np.sqrt(1 + 4 * a * a * X * X + 4 * b * b * Y * Y))[1: n - 1, 1: m - 1], + atol=atol, + ) assert TestNZ diff --git a/avaframe/tests/test_getInput.py b/avaframe/tests/test_getInput.py index fbdc4c447..67eaf5772 100644 --- a/avaframe/tests/test_getInput.py +++ b/avaframe/tests/test_getInput.py @@ -1,5 +1,4 @@ """ - Pytest for module in1Data This file is part of Avaframe. @@ -20,26 +19,28 @@ import avaframe.in3Utils.geoTrans as geoTrans import avaframe.com1DFA.DFAtools as DFAtls from avaframe.com1DFA import com1DFA +import logging + def test_readDEM(): - """ test reading DEM """ + """test reading DEM""" # setup required input dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' - avaDir = dirPath / '..' / 'data' / avaName + avaName = "avaHockeyChannel" + avaDir = dirPath / ".." / "data" / avaName # call function to be tested dem = getInput.readDEM(avaDir) -# print('demHeader', dem['header']) + # print('demHeader', dem['header']) - assert dem['header']['ncols'] == 1001 - assert dem['header']['nrows'] == 401 - assert dem['header']['xllcenter'] == 1000 - assert dem['header']['yllcenter'] == -5000 - assert dem['header']['cellsize'] == 5 - assert dem['rasterData'].shape == (401, 1001) + assert dem["header"]["ncols"] == 1001 + assert dem["header"]["nrows"] == 401 + assert dem["header"]["xllcenter"] == 1000 + assert dem["header"]["yllcenter"] == -5000 + assert dem["header"]["cellsize"] == 5 + assert dem["rasterData"].shape == (401, 1001) def test_getDEMFromConfig(tmp_path): @@ -64,440 +65,463 @@ def test_getDEMFromConfig(tmp_path): def test_getDEMPath(tmp_path): - """ test get path of DEM """ + """test get path of DEM""" # setup required input dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' - avaDir = dirPath / '..' / 'data' / avaName - avaDirInputs = avaDir / 'Inputs' + avaName = "avaHockeyChannel" + avaDir = dirPath / ".." / "data" / avaName + avaDirInputs = avaDir / "Inputs" avaTestDir = pathlib.Path(tmp_path, avaName) - avaTestDirInputs = avaTestDir / 'Inputs' + avaTestDirInputs = avaTestDir / "Inputs" shutil.copytree(avaDirInputs, avaTestDirInputs) # call function to be tested demPath = getInput.getDEMPath(avaTestDir) -# print('dem path', demPath) + # print('dem path', demPath) - assert 'DEM_HS_Topo.asc' in str(demPath) + assert "DEM_HS_Topo.asc" in str(demPath) # call function to be tested - inputFile = avaDirInputs / 'DEM_HS_Topo.asc' - testFile = avaTestDirInputs / 'DEM_HS_Topo2.asc' + inputFile = avaDirInputs / "DEM_HS_Topo.asc" + testFile = avaTestDirInputs / "DEM_HS_Topo2.asc" shutil.copyfile(inputFile, testFile) with pytest.raises(AssertionError) as e: assert getInput.getDEMPath(avaTestDir) - assert str(e.value) == "There should be exactly one topography .asc/.tif file in %s/Inputs/" % (avaTestDir) + assert str(e.value) == "There should be exactly one topography .asc/.tif file in %s/Inputs/" % ( + avaTestDir + ) # call function to be tested - avaDirTest3 = pathlib.Path(tmp_path, 'avaTest2') + avaDirTest3 = pathlib.Path(tmp_path, "avaTest2") with pytest.raises(FileNotFoundError) as e: assert getInput.getDEMPath(avaDirTest3) assert str(e.value) == "No topography .asc / .tif file in %s/Inputs/" % (avaDirTest3) def test_getInputData(tmp_path): - """ test check for input data """ + """test check for input data""" # get input data dirPath = os.path.dirname(__file__) - avaName = 'avaHockeyChannel' + avaName = "avaHockeyChannel" avaDir = os.path.join(tmp_path, avaName) - avaInputs = os.path.join(avaDir, 'Inputs') - avaData = os.path.join(dirPath, '..', 'data', avaName, 'Inputs') + avaInputs = os.path.join(avaDir, "Inputs") + avaData = os.path.join(dirPath, "..", "data", avaName, "Inputs") shutil.copytree(avaData, avaInputs) # Initialise input in correct format cfg = configparser.ConfigParser() - cfg['INPUT'] = {'releaseScenario': ''} + cfg["INPUT"] = {"releaseScenario": ""} # call function to be tested - dem, rels, ent, res, wall, entResInfo = getInput.getInputData(avaDir, cfg['INPUT']) + dem, rels, ent, res, wall, entResInfo = getInput.getInputData(avaDir, cfg["INPUT"]) # second option - cfg['INPUT']['releaseScenario'] = 'release1HS' - dem2, rels2, ent2, res2, wall, entResInfo2 = getInput.getInputData(avaDir, cfg['INPUT']) + cfg["INPUT"]["releaseScenario"] = "release1HS" + dem2, rels2, ent2, res2, wall, entResInfo2 = getInput.getInputData(avaDir, cfg["INPUT"]) # Test - assert str(dem) == str(pathlib.Path(avaDir, 'Inputs', 'DEM_HS_Topo.asc')) - assert rels == [pathlib.Path(avaDir, 'Inputs', 'REL', 'release1HS.shp'), - pathlib.Path(avaDir, 'Inputs', 'REL', 'release2HS.shp'), - pathlib.Path(avaDir, 'Inputs', 'REL', 'release3HS.shp')] - assert rels2 == [pathlib.Path(avaDir, 'Inputs', 'REL', 'release1HS.shp')] - assert res == '' - assert str(ent) == str(pathlib.Path(avaDir, 'Inputs', 'ENT', 'entrainment1HS.shp')) - assert entResInfo['flagEnt'] == "Yes" - assert entResInfo['flagRes'] == "No" - assert entResInfo['flagWall'] == "No" + assert str(dem) == str(pathlib.Path(avaDir, "Inputs", "DEM_HS_Topo.asc")) + assert rels == [ + pathlib.Path(avaDir, "Inputs", "REL", "release1HS.shp"), + pathlib.Path(avaDir, "Inputs", "REL", "release2HS.shp"), + pathlib.Path(avaDir, "Inputs", "REL", "release3HS.shp"), + ] + assert rels2 == [pathlib.Path(avaDir, "Inputs", "REL", "release1HS.shp")] + assert res == "" + assert str(ent) == str(pathlib.Path(avaDir, "Inputs", "ENT", "entrainment1HS.shp")) + assert entResInfo["flagEnt"] == "Yes" + assert entResInfo["flagRes"] == "No" + assert entResInfo["flagWall"] == "No" assert wall is None # third option - cfg['INPUT']['releaseScenario'] = 'release1HS.shp' - dem3, rels3, ent3, res3, wall, entResInfo3 = getInput.getInputData(avaDir, cfg['INPUT']) - assert str(ent3) == str(pathlib.Path(avaDir, 'Inputs', 'ENT', 'entrainment1HS.shp')) - assert entResInfo3['flagEnt'] == "Yes" - assert entResInfo3['flagRes'] == "No" - assert entResInfo['flagWall'] == "No" + cfg["INPUT"]["releaseScenario"] = "release1HS.shp" + dem3, rels3, ent3, res3, wall, entResInfo3 = getInput.getInputData(avaDir, cfg["INPUT"]) + assert str(ent3) == str(pathlib.Path(avaDir, "Inputs", "ENT", "entrainment1HS.shp")) + assert entResInfo3["flagEnt"] == "Yes" + assert entResInfo3["flagRes"] == "No" + assert entResInfo["flagWall"] == "No" assert wall is None - assert rels3 == [pathlib.Path(avaDir, 'Inputs', 'REL', 'release1HS.shp')] - + assert rels3 == [pathlib.Path(avaDir, "Inputs", "REL", "release1HS.shp")] # call function to be tested - cfg['INPUT']['releaseScenario'] = 'release4HS' - releaseF = pathlib.Path(avaDir, 'Inputs', 'REL', 'release4HS.shp') + cfg["INPUT"]["releaseScenario"] = "release4HS" + releaseF = pathlib.Path(avaDir, "Inputs", "REL", "release4HS.shp") with pytest.raises(FileNotFoundError) as e: - assert getInput.getInputData(avaDir, cfg['INPUT']) + assert getInput.getInputData(avaDir, cfg["INPUT"]) assert str(e.value) == ("No release scenario called: %s" % releaseF) # fifth option - cfg['INPUT']['releaseScenario'] = 'release1BL.shp' - avaName = 'avaBowl' + cfg["INPUT"]["releaseScenario"] = "release1BL.shp" + avaName = "avaBowl" avaDir = os.path.join(tmp_path, avaName) - avaInputs = os.path.join(avaDir, 'Inputs') - avaData = os.path.join(dirPath, '..', 'data', avaName, 'Inputs') + avaInputs = os.path.join(avaDir, "Inputs") + avaData = os.path.join(dirPath, "..", "data", avaName, "Inputs") shutil.copytree(avaData, avaInputs) - dem6, rels6, ent6, res6, wall, entResInfo6 = getInput.getInputData(avaDir, cfg['INPUT']) - assert ent6 == '' - assert res6 == '' - assert str(wall) == os.path.join(avaDir, 'Inputs', 'DAM', 'dam.shp') - assert entResInfo6['flagWall'] == "Yes" - assert entResInfo6['flagEnt'] == "No" - assert entResInfo6['flagRes'] == "No" + dem6, rels6, ent6, res6, wall, entResInfo6 = getInput.getInputData(avaDir, cfg["INPUT"]) + assert ent6 == "" + assert res6 == "" + assert str(wall) == os.path.join(avaDir, "Inputs", "DAM", "dam.shp") + assert entResInfo6["flagWall"] == "Yes" + assert entResInfo6["flagEnt"] == "No" + assert entResInfo6["flagRes"] == "No" def test_getInputDataCom1DFA(tmp_path): - """ test check for input data """ + """test check for input data""" # get input data dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' + avaName = "avaHockeyChannel" avaDir = pathlib.Path(tmp_path, avaName) - avaInputs = avaDir / 'Inputs' - avaData = dirPath / '..'/ 'data'/ avaName / 'Inputs' + avaInputs = avaDir / "Inputs" + avaData = dirPath / ".." / "data" / avaName / "Inputs" shutil.copytree(avaData, avaInputs) - # call function to be tested inputSimFiles = getInput.getInputDataCom1DFA(avaDir) # Test -# print(inputSimFiles['demFile']) -# print(avaDir / 'Inputs' / 'DEM_HS_Topo.asc') -# print(inputSimFiles['relFiles']) -# print([avaDir / 'Inputs' / 'REL' / 'release1HS.shp', avaDir / 'Inputs' / 'REL' / 'release2HS.shp', avaDir / 'Inputs' / 'REL' / 'release3HS.shp']) - assert inputSimFiles['demFile'] == avaDir / 'Inputs' / 'DEM_HS_Topo.asc' - assert inputSimFiles['relFiles'] == [avaDir / 'Inputs' / 'REL' / 'release1HS.shp', - avaDir / 'Inputs' / 'REL' / 'release2HS.shp', - avaDir / 'Inputs' / 'REL' / 'release3HS.shp'] - assert inputSimFiles['resFile'] == None - assert inputSimFiles['entFile'] == avaDir / 'Inputs' / 'ENT' / 'entrainment1HS.shp' - assert inputSimFiles['entResInfo']['flagEnt'] == "Yes" - assert inputSimFiles['entResInfo']['flagRes'] == "No" - assert inputSimFiles['relThFile'] == None + # print(inputSimFiles['demFile']) + # print(avaDir / 'Inputs' / 'DEM_HS_Topo.asc') + # print(inputSimFiles['relFiles']) + # print([avaDir / 'Inputs' / 'REL' / 'release1HS.shp', avaDir / 'Inputs' / 'REL' / 'release2HS.shp', avaDir / 'Inputs' / 'REL' / 'release3HS.shp']) + assert inputSimFiles["demFile"] == avaDir / "Inputs" / "DEM_HS_Topo.asc" + assert inputSimFiles["relFiles"] == [ + avaDir / "Inputs" / "REL" / "release1HS.shp", + avaDir / "Inputs" / "REL" / "release2HS.shp", + avaDir / "Inputs" / "REL" / "release3HS.shp", + ] + assert inputSimFiles["resFile"] == None + assert inputSimFiles["entFile"] == avaDir / "Inputs" / "ENT" / "entrainment1HS.shp" + assert inputSimFiles["entResInfo"]["flagEnt"] == "Yes" + assert inputSimFiles["entResInfo"]["flagRes"] == "No" + assert inputSimFiles["relThFile"] == None def test_getAndCheckInputFiles(tmp_path): - """ test fetching input files and checking if exist """ + """test fetching input files and checking if exist""" # setup required input dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' - avaDir = dirPath / '..' / 'data' / avaName - avaDirInputs = avaDir / 'Inputs' + avaName = "avaHockeyChannel" + avaDir = dirPath / ".." / "data" / avaName + avaDirInputs = avaDir / "Inputs" avaTestDir = pathlib.Path(tmp_path, avaName) - avaTestDirInputs = avaTestDir / 'Inputs' + avaTestDirInputs = avaTestDir / "Inputs" shutil.copytree(avaDirInputs, avaTestDirInputs) - folder = 'ENT' - inputType = 'entrainment' + folder = "ENT" + inputType = "entrainment" # call function to be tested - outFile, available = getInput.getAndCheckInputFiles(avaTestDirInputs, folder, inputType, - fileExt='shp') + outFile, available = getInput.getAndCheckInputFiles(avaTestDirInputs, folder, inputType, fileExt="shp") -# print('outfile', outFile) -# print('available', available) + # print('outfile', outFile) + # print('available', available) - assert available == 'Yes' - assert 'Inputs/ENT/entrainment1HS.shp' in str(outFile) + assert available == "Yes" + assert "Inputs/ENT/entrainment1HS.shp" in str(outFile) # call function to be tested - inputFile = avaDirInputs / 'ENT' / 'entrainment1HS.shp' - testFile = avaTestDirInputs / 'ENT' / 'entrainment1HS2.shp' + inputFile = avaDirInputs / "ENT" / "entrainment1HS.shp" + testFile = avaTestDirInputs / "ENT" / "entrainment1HS2.shp" shutil.copyfile(inputFile, testFile) with pytest.raises(AssertionError) as e: - assert getInput.getAndCheckInputFiles(avaTestDirInputs, folder, inputType, fileExt='shp') - assert str(e.value) == ("More than one %s .shp file in %s/%s/ not allowed" % - (inputType, avaTestDirInputs, folder)) + assert getInput.getAndCheckInputFiles(avaTestDirInputs, folder, inputType, fileExt="shp") + assert str(e.value) == ( + "More than one %s .shp file in %s/%s/ not allowed" % (inputType, avaTestDirInputs, folder) + ) def test_getThicknessInputSimFiles(tmp_path): - """ test fetching thickness from shapefiles attributes """ + """test fetching thickness from shapefiles attributes""" # setup required input dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' - avaDir = dirPath / '..' / 'data' / avaName - avaDirInputs = avaDir / 'Inputs' + avaName = "avaHockeyChannel" + avaDir = dirPath / ".." / "data" / avaName + avaDirInputs = avaDir / "Inputs" avaTestDir = pathlib.Path(tmp_path, avaName) - avaTestDirInputs = avaTestDir / 'Inputs' + avaTestDirInputs = avaTestDir / "Inputs" shutil.copytree(avaDirInputs, avaTestDirInputs) - outDir = avaTestDir / 'Outputs' / 'com1DFA' + outDir = avaTestDir / "Outputs" / "com1DFA" fU.makeADir(outDir) - demFile = avaTestDirInputs / 'DEM_HS_Topo.asc' - relFile1 = avaTestDirInputs / 'REL' / 'release1HS.shp' - relFile2 = avaTestDirInputs / 'REL' / 'release2HS.shp' - entFile = avaTestDirInputs / 'ENT' / 'entrainment1HS.shp' - inputSimFiles = {'demFile': demFile, 'relFiles': [relFile1, relFile2], 'entFile': entFile, - 'secondaryReleaseFile': None, 'entResInfo': {'flagRes': 'No', 'flagEnt': 'Yes', - 'flagSecondaryRelease': 'No'}, 'relThFile': None} + demFile = avaTestDirInputs / "DEM_HS_Topo.asc" + relFile1 = avaTestDirInputs / "REL" / "release1HS.shp" + relFile2 = avaTestDirInputs / "REL" / "release2HS.shp" + entFile = avaTestDirInputs / "ENT" / "entrainment1HS.shp" + inputSimFiles = { + "demFile": demFile, + "relFiles": [relFile1, relFile2], + "entFile": entFile, + "secondaryReleaseFile": None, + "entResInfo": {"flagRes": "No", "flagEnt": "Yes", "flagSecondaryRelease": "No"}, + "relThFile": None, + } inputSimFiles = getInput.getThicknessInputSimFiles(inputSimFiles) -# print('inputSimFiles', inputSimFiles) + # print('inputSimFiles', inputSimFiles) - assert inputSimFiles['release1HS']['thickness'] == ['1.0'] - assert inputSimFiles['release2HS']['thickness'] == ['1.0', '1.0'] - assert inputSimFiles['release1HS']['id'] == ['0'] - assert inputSimFiles['release2HS']['id'] == ['0', '1'] - assert inputSimFiles['release1HS']['ci95'] == ['None'] - assert inputSimFiles['release2HS']['ci95'] == ['None', 'None'] - assert inputSimFiles['entrainment1HS']['thickness'] == ['0.3'] - assert inputSimFiles['entrainment1HS']['id'] == ['0'] + assert inputSimFiles["release1HS"]["thickness"] == ["1.0"] + assert inputSimFiles["release2HS"]["thickness"] == ["1.0", "1.0"] + assert inputSimFiles["release1HS"]["id"] == ["0"] + assert inputSimFiles["release2HS"]["id"] == ["0", "1"] + assert inputSimFiles["release1HS"]["ci95"] == ["None"] + assert inputSimFiles["release2HS"]["ci95"] == ["None", "None"] + assert inputSimFiles["entrainment1HS"]["thickness"] == ["0.3"] + assert inputSimFiles["entrainment1HS"]["id"] == ["0"] def test_updateThicknessCfg(tmp_path): - """ test fetching thickness from shapefiles attributes """ + """test fetching thickness from shapefiles attributes""" # setup required input dirPath = pathlib.Path(__file__).parents[0] - avaName = 'avaHockeyChannel' - avaDir = dirPath / '..' / 'data' / avaName - avaDirInputs = avaDir / 'Inputs' + avaName = "avaHockeyChannel" + avaDir = dirPath / ".." / "data" / avaName + avaDirInputs = avaDir / "Inputs" avaTestDir = pathlib.Path(tmp_path, avaName) - avaTestDirInputs = avaTestDir / 'Inputs' + avaTestDirInputs = avaTestDir / "Inputs" shutil.copytree(avaDirInputs, avaTestDirInputs) - outDir = avaTestDir / 'Outputs' / 'com1DFA' + outDir = avaTestDir / "Outputs" / "com1DFA" fU.makeADir(outDir) cfg = configparser.ConfigParser() cfg = cfgUtils.getModuleConfig(com1DFA, toPrint=False, onlyDefault=True) - cfg['GENERAL']['relThFromFile'] = 'False' - cfg['GENERAL']['simTypeList'] = 'null|ent' - cfg['GENERAL']['secRelAra'] = 'False' - cfg['INPUT'] = {'releaseScenario': ''} - - demFile = avaTestDirInputs / 'DEM_HS_Topo.asc' - relFile1 = avaTestDirInputs / 'REL' / 'release1HS.shp' - relFile2 = avaTestDirInputs / 'REL' / 'release2HS.shp' - entFile = avaTestDirInputs / 'ENT' / 'entrainment1HS.shp' - inputSimFiles = {'demFile': demFile, 'relFiles': [relFile1, relFile2], 'entFile': entFile, - 'secondaryReleaseFile': None, 'entResInfo': {'flagRes': 'No', 'flagEnt': 'Yes', - 'flagSecondaryRelease': 'No'}, 'relThFile': None, - 'releaseScenarioList': ['release1HS', 'release2HS']} - - inputSimFiles['release1HS'] = {'thickness': ['1.0'], 'id': ['0'], 'ci95': ['None', 'None']} - inputSimFiles['release2HS'] = {'thickness': ['1.0', '1.0'], 'id': ['0', '1'], 'ci95': ['None', 'None']} - inputSimFiles['entrainment1HS'] = {'thickness': ['0.3'], 'id': ['0'], 'ci95': ['None']} + cfg["GENERAL"]["relThFromFile"] = "False" + cfg["GENERAL"]["simTypeList"] = "null|ent" + cfg["GENERAL"]["secRelAra"] = "False" + cfg["INPUT"] = {"releaseScenario": ""} + + demFile = avaTestDirInputs / "DEM_HS_Topo.asc" + relFile1 = avaTestDirInputs / "REL" / "release1HS.shp" + relFile2 = avaTestDirInputs / "REL" / "release2HS.shp" + entFile = avaTestDirInputs / "ENT" / "entrainment1HS.shp" + inputSimFiles = { + "demFile": demFile, + "relFiles": [relFile1, relFile2], + "entFile": entFile, + "secondaryReleaseFile": None, + "entResInfo": {"flagRes": "No", "flagEnt": "Yes", "flagSecondaryRelease": "No"}, + "relThFile": None, + "releaseScenarioList": ["release1HS", "release2HS"], + } + + inputSimFiles["release1HS"] = {"thickness": ["1.0"], "id": ["0"], "ci95": ["None", "None"]} + inputSimFiles["release2HS"] = {"thickness": ["1.0", "1.0"], "id": ["0", "1"], "ci95": ["None", "None"]} + inputSimFiles["entrainment1HS"] = {"thickness": ["0.3"], "id": ["0"], "ci95": ["None"]} cfg = getInput.updateThicknessCfg(inputSimFiles, cfg) -# print('inputSimFiles', inputSimFiles) + # print('inputSimFiles', inputSimFiles) - assert cfg['INPUT']['releaseScenario'] == 'release1HS|release2HS' - assert cfg['INPUT']['release1HS_relThId'] == '0' - assert cfg['INPUT']['release2HS_relThId'] == '0|1' - assert cfg['INPUT']['release1HS_relThThickness'] == '1.0' - assert cfg['INPUT']['release2HS_relThThickness'] == '1.0|1.0' - assert cfg['INPUT']['release1HS_relThCi95'] == 'None' - assert cfg['INPUT']['release2HS_relThCi95'] == 'None|None' + assert cfg["INPUT"]["releaseScenario"] == "release1HS|release2HS" + assert cfg["INPUT"]["release1HS_relThId"] == "0" + assert cfg["INPUT"]["release2HS_relThId"] == "0|1" + assert cfg["INPUT"]["release1HS_relThThickness"] == "1.0" + assert cfg["INPUT"]["release2HS_relThThickness"] == "1.0|1.0" + assert cfg["INPUT"]["release1HS_relThCi95"] == "None" + assert cfg["INPUT"]["release2HS_relThCi95"] == "None|None" - assert cfg['GENERAL']['relTh'] == '' - assert cfg['GENERAL'].getboolean('relThFromShp') == True - assert cfg['GENERAL'].getboolean('relThFromFile') == False - assert cfg['GENERAL']['entTh'] == '' - assert cfg['GENERAL'].getboolean('entThFromShp') == True - assert cfg['INPUT']['entrainmentScenario'] == 'entrainment1HS' - assert cfg['INPUT']['entThId'] == '0' - assert cfg['INPUT']['entThThickness'] == '0.3' + assert cfg["GENERAL"]["relTh"] == "" + assert cfg["GENERAL"].getboolean("relThFromShp") == True + assert cfg["GENERAL"].getboolean("relThFromFile") == False + assert cfg["GENERAL"]["entTh"] == "" + assert cfg["GENERAL"].getboolean("entThFromShp") == True + assert cfg["INPUT"]["entrainmentScenario"] == "entrainment1HS" + assert cfg["INPUT"]["entThId"] == "0" + assert cfg["INPUT"]["entThThickness"] == "0.3" def test_selectReleaseFile(tmp_path): - """ testing selecting a release area scenario according to configuration settings """ + """testing selecting a release area scenario according to configuration settings""" # setup the required inputs - testPath = pathlib.Path(tmp_path, 'avaTest', 'Inputs', 'REL') - rel1 = testPath / 'rel1.shp' - rel2 = testPath / 'rel2.shp' + testPath = pathlib.Path(tmp_path, "avaTest", "Inputs", "REL") + rel1 = testPath / "rel1.shp" + rel2 = testPath / "rel2.shp" - inputSimFiles = {'relFiles': [rel1, rel2]} + inputSimFiles = {"relFiles": [rel1, rel2]} cfg = configparser.ConfigParser() - cfg['INPUT'] = {'releaseScenario': 'rel1'} + cfg["INPUT"] = {"releaseScenario": "rel1"} # call function to be tested - inputSimFiles = getInput.selectReleaseFile(inputSimFiles, cfg['INPUT']['releaseScenario']) + inputSimFiles = getInput.selectReleaseFile(inputSimFiles, cfg["INPUT"]["releaseScenario"]) - assert inputSimFiles['relFiles'][0].name == 'rel1.shp' - assert inputSimFiles['relFiles'][1].name == 'rel2.shp' - assert len(inputSimFiles['relFiles']) == 2 - assert inputSimFiles['releaseScenario'] == rel1 + assert inputSimFiles["relFiles"][0].name == "rel1.shp" + assert inputSimFiles["relFiles"][1].name == "rel2.shp" + assert len(inputSimFiles["relFiles"]) == 2 + assert inputSimFiles["releaseScenario"] == rel1 cfg = configparser.ConfigParser() - cfg['INPUT'] = {'releaseScenario': 'rel2'} - inputSimFiles = {'relFiles': [rel1, rel2]} + cfg["INPUT"] = {"releaseScenario": "rel2"} + inputSimFiles = {"relFiles": [rel1, rel2]} # call function to be tested - inputSimFiles = getInput.selectReleaseFile(inputSimFiles, cfg['INPUT']['releaseScenario']) - - - assert inputSimFiles['relFiles'][0].name == 'rel1.shp' - assert inputSimFiles['relFiles'][1].name == 'rel2.shp' - assert len(inputSimFiles['relFiles']) == 2 - assert inputSimFiles['releaseScenario'] == rel2 - + inputSimFiles = getInput.selectReleaseFile(inputSimFiles, cfg["INPUT"]["releaseScenario"]) + assert inputSimFiles["relFiles"][0].name == "rel1.shp" + assert inputSimFiles["relFiles"][1].name == "rel2.shp" + assert len(inputSimFiles["relFiles"]) == 2 + assert inputSimFiles["releaseScenario"] == rel2 def test_fetchReleaseFile(tmp_path): - """ testing selecting a release area scenario according to configuration settings """ + """testing selecting a release area scenario according to configuration settings""" # setup the required inputs - testPath = pathlib.Path(tmp_path, 'avaTest', 'Inputs', 'REL') - rel1 = testPath / 'rel1.shp' - rel2 = testPath / 'rel2.shp' + testPath = pathlib.Path(tmp_path, "avaTest", "Inputs", "REL") + rel1 = testPath / "rel1.shp" + rel2 = testPath / "rel2.shp" - inputSimFiles = {'relFiles': [rel1, rel2]} + inputSimFiles = {"relFiles": [rel1, rel2]} cfg = configparser.ConfigParser() - cfg['INPUT'] = {'releaseScenario': 'rel1'} - cfg['GENERAL'] = {'relThFromShp': False} - releaseScenario = 'rel1' - releaseList = ['rel1', 'rel2'] + cfg["INPUT"] = {"releaseScenario": "rel1"} + cfg["GENERAL"] = {"relThFromShp": False} + releaseScenario = "rel1" + releaseList = ["rel1", "rel2"] # call function to be tested releaseScenarioPath, cfg = getInput.fetchReleaseFile(inputSimFiles, releaseScenario, cfg, releaseList) assert releaseScenarioPath == rel1 - assert cfg['INPUT']['releaseScenario'] == 'rel1' - + assert cfg["INPUT"]["releaseScenario"] == "rel1" cfg = configparser.ConfigParser() - cfg['INPUT'] = {'releaseScenario': 'rel2'} - inputSimFiles = {'relFiles': [rel1, rel2]} - cfg['GENERAL'] = {'relThFromShp': True} - cfg['INPUT'] = {'rel2_relThId': '0', 'rel2_relThThickness': '2.', 'rel2_relThCi95': '', - 'rel1_relThId': '1', 'rel1_relThThickness': '1.', 'rel1_relThCi95': ''} + cfg["INPUT"] = {"releaseScenario": "rel2"} + inputSimFiles = {"relFiles": [rel1, rel2]} + cfg["GENERAL"] = {"relThFromShp": True} + cfg["INPUT"] = { + "rel2_relThId": "0", + "rel2_relThThickness": "2.", + "rel2_relThCi95": "", + "rel1_relThId": "1", + "rel1_relThThickness": "1.", + "rel1_relThCi95": "", + } # call function to be tested - releaseScenarioPath, cfg = getInput.fetchReleaseFile(inputSimFiles, 'rel2', cfg, releaseList) + releaseScenarioPath, cfg = getInput.fetchReleaseFile(inputSimFiles, "rel2", cfg, releaseList) assert releaseScenarioPath == rel2 - assert cfg['INPUT']['relThId'] == '0' - assert cfg['INPUT']['relThThickness'] == '2.' - assert cfg['INPUT']['relThCi95'] == '' + assert cfg["INPUT"]["relThId"] == "0" + assert cfg["INPUT"]["relThThickness"] == "2." + assert cfg["INPUT"]["relThCi95"] == "" def test_createReleaseStats(tmp_path): - """ test creating a release shp file info """ + """test creating a release shp file info""" - testPath = pathlib.Path(tmp_path, 'avaTestGeo') - testPathInputs = pathlib.Path(tmp_path, 'avaTestGeo', 'Inputs', 'REL') + testPath = pathlib.Path(tmp_path, "avaTestGeo") + testPathInputs = pathlib.Path(tmp_path, "avaTestGeo", "Inputs", "REL") fU.makeADir(testPathInputs) cfgGenTop = cfgUtils.getModuleConfig(generateTopo) - cfgGenTop['TOPO']['dx'] = '1.' - cfgGenTop['TOPO']['demType'] = 'IP' - cfgGenTop['TOPO']['meanAlpha'] = '27.5' - cfgGenTop['TOPO']['z0'] = '2000' - cfgGenTop['TOPO']['xEnd'] = '5000' - cfgGenTop['TOPO']['yEnd'] = '1000' - cfgGenTop['TOPO']['channel'] = 'False' - cfgGenTop['DEMDATA']['xl'] = '0.' - cfgGenTop['DEMDATA']['yl'] = '0.' - + cfgGenTop["TOPO"]["dx"] = "1." + cfgGenTop["TOPO"]["demType"] = "IP" + cfgGenTop["TOPO"]["meanAlpha"] = "27.5" + cfgGenTop["TOPO"]["z0"] = "2000" + cfgGenTop["TOPO"]["xEnd"] = "5000" + cfgGenTop["TOPO"]["yEnd"] = "1000" + cfgGenTop["TOPO"]["channel"] = "False" + cfgGenTop["DEMDATA"]["xl"] = "0." + cfgGenTop["DEMDATA"]["yl"] = "0." [z, name_ext, outDir] = generateTopo.generateTopo(cfgGenTop, testPath) print(testPath) # setup release line - lineDict = {'x': np.asarray([100., 100., 150., 200., 200., 150., 100.]), - 'y': np.asarray([100., 150., 150., 150., 100., 100., 100])} - fileName = pathlib.Path(testPath, 'Inputs', 'REL', 'releaseIP.shp') - lineName = 'release1' - shpConv.writeLine2SHPfile(lineDict, lineName, fileName, header='') + lineDict = { + "x": np.asarray([100.0, 100.0, 150.0, 200.0, 200.0, 150.0, 100.0]), + "y": np.asarray([100.0, 150.0, 150.0, 150.0, 100.0, 100.0, 100]), + } + fileName = pathlib.Path(testPath, "Inputs", "REL", "releaseIP.shp") + lineName = "release1" + shpConv.writeLine2SHPfile(lineDict, lineName, fileName, header="") # Load configuration file for probabilistic run and analysis cfg = cfgUtils.getModuleConfig(com1DFA) relDFDict = getInput.createReleaseStats(testPath, cfg) # compute parameter - zMax = 2000. - np.tan(np.deg2rad(27.5))*100. - zMin = 2000. - np.tan(np.deg2rad(27.5))*200. + zMax = 2000.0 - np.tan(np.deg2rad(27.5)) * 100.0 + zMin = 2000.0 - np.tan(np.deg2rad(27.5)) * 200.0 - assert relDFDict['releaseIP']['release feature'].iloc[0] == 'release1' - assert np.isclose(relDFDict['releaseIP']['slope [deg]'].iloc[0], 27.5) + assert relDFDict["releaseIP"]["release feature"].iloc[0] == "release1" + assert np.isclose(relDFDict["releaseIP"]["slope [deg]"].iloc[0], 27.5) print(20 * "-") - print(relDFDict['releaseIP']['MaxZ [m]'].iloc[0], zMax) + print(relDFDict["releaseIP"]["MaxZ [m]"].iloc[0], zMax) print(20 * "-") - assert np.isclose(relDFDict['releaseIP']['MaxZ [m]'].iloc[0], zMax) + assert np.isclose(relDFDict["releaseIP"]["MaxZ [m]"].iloc[0], zMax) print(20 * "-") - print(relDFDict['releaseIP']['MinZ [m]'].iloc[0], zMin) + print(relDFDict["releaseIP"]["MinZ [m]"].iloc[0], zMin) print(20 * "-") - assert np.isclose(relDFDict['releaseIP']['MinZ [m]'].iloc[0], zMin) - assert np.isclose(relDFDict['releaseIP']['projected area [ha]'].iloc[0], 0.5151) - assert np.isclose(relDFDict['releaseIP']['actual area [ha]'].iloc[0],0.58071) + assert np.isclose(relDFDict["releaseIP"]["MinZ [m]"].iloc[0], zMin) + assert np.isclose(relDFDict["releaseIP"]["projected area [ha]"].iloc[0], 0.5151) + assert np.isclose(relDFDict["releaseIP"]["actual area [ha]"].iloc[0], 0.58071) def test_computeAreasFromLines(): - """ test computing areas with shapely from a lineDict """ + """test computing areas with shapely from a lineDict""" # setup required inputs # setup release line - lineDict = {'x': np.asarray([100., 100., 150., 200., 200., 150., 100.]), - 'y': np.asarray([100., 150., 150., 150., 100., 100., 100]), - 'Start': np.asarray([0.]), 'Length': np.asarray([7]), - 'Name': ['']} + lineDict = { + "x": np.asarray([100.0, 100.0, 150.0, 200.0, 200.0, 150.0, 100.0]), + "y": np.asarray([100.0, 150.0, 150.0, 150.0, 100.0, 100.0, 100]), + "Start": np.asarray([0.0]), + "Length": np.asarray([7]), + "Name": [""], + } # call function to be tested projectedAreas = getInput.computeAreasFromLines(lineDict) - assert projectedAreas[0] == 5000. + assert projectedAreas[0] == 5000.0 assert len(projectedAreas) == 1 def test_computeAreasFromRasterAndLine(tmp_path): - """ test computation of areas using a lineDict and a dem raster """ + """test computation of areas using a lineDict and a dem raster""" # setup required inputs - testPath = pathlib.Path(tmp_path, 'avaTestGeo2') - testPathInputs = pathlib.Path(tmp_path, 'avaTestGeo2', 'Inputs', 'REL') + testPath = pathlib.Path(tmp_path, "avaTestGeo2") + testPathInputs = pathlib.Path(tmp_path, "avaTestGeo2", "Inputs", "REL") fU.makeADir(testPathInputs) cfgGenTop = cfgUtils.getModuleConfig(generateTopo) - cfgGenTop['TOPO']['dx'] = '1.' - cfgGenTop['TOPO']['demType'] = 'IP' - cfgGenTop['TOPO']['meanAlpha'] = '27.5' - cfgGenTop['TOPO']['z0'] = '2000' - cfgGenTop['TOPO']['xEnd'] = '5000' - cfgGenTop['TOPO']['yEnd'] = '1000' - cfgGenTop['TOPO']['channel'] = 'False' - cfgGenTop['DEMDATA']['xl'] = '0.' - cfgGenTop['DEMDATA']['yl'] = '0.' + cfgGenTop["TOPO"]["dx"] = "1." + cfgGenTop["TOPO"]["demType"] = "IP" + cfgGenTop["TOPO"]["meanAlpha"] = "27.5" + cfgGenTop["TOPO"]["z0"] = "2000" + cfgGenTop["TOPO"]["xEnd"] = "5000" + cfgGenTop["TOPO"]["yEnd"] = "1000" + cfgGenTop["TOPO"]["channel"] = "False" + cfgGenTop["DEMDATA"]["xl"] = "0." + cfgGenTop["DEMDATA"]["yl"] = "0." [z, name_ext, outDir] = generateTopo.generateTopo(cfgGenTop, testPath) dem = getInput.readDEM(testPath) - dem['originalHeader'] = dem['header'].copy() + dem["originalHeader"] = dem["header"].copy() methodMeshNormal = 1 # get normal vector of the grid mesh dem = geoTrans.getNormalMesh(dem, num=methodMeshNormal) dem = DFAtls.getAreaMesh(dem, methodMeshNormal) - lineDict = {'x': np.asarray([100., 100., 150., 200., 200., 150., 100.]), - 'y': np.asarray([100., 150., 150., 150., 100., 100., 100]), - 'Start': np.asarray([0.]), 'Length': np.asarray([7]), - 'Name': ['']} + lineDict = { + "x": np.asarray([100.0, 100.0, 150.0, 200.0, 200.0, 150.0, 100.0]), + "y": np.asarray([100.0, 150.0, 150.0, 150.0, 100.0, 100.0, 100]), + "Start": np.asarray([0.0]), + "Length": np.asarray([7]), + "Name": [""], + } # call function to be tested areaActualList, areaProjectedList, line = getInput.computeAreasFromRasterAndLine(lineDict, dem) @@ -507,48 +531,195 @@ def test_computeAreasFromRasterAndLine(tmp_path): def test_computeRelStats(tmp_path): - """ test computing min, max eleavtions and other stats of a line and dem """ - + """test computing min, max eleavtions and other stats of a line and dem""" # setup required inputs - testPath = pathlib.Path(tmp_path, 'avaTestGeo3') - testPathInputs = pathlib.Path(tmp_path, 'avaTestGeo3', 'Inputs', 'REL') + testPath = pathlib.Path(tmp_path, "avaTestGeo3") + testPathInputs = pathlib.Path(tmp_path, "avaTestGeo3", "Inputs", "REL") fU.makeADir(testPathInputs) cfgGenTop = cfgUtils.getModuleConfig(generateTopo) - cfgGenTop['TOPO']['dx'] = '1.' - cfgGenTop['TOPO']['demType'] = 'IP' - cfgGenTop['TOPO']['meanAlpha'] = '27.5' - cfgGenTop['TOPO']['z0'] = '2000' - cfgGenTop['TOPO']['xEnd'] = '5000' - cfgGenTop['TOPO']['yEnd'] = '1000' - cfgGenTop['TOPO']['channel'] = 'False' - cfgGenTop['DEMDATA']['xl'] = '0.' - cfgGenTop['DEMDATA']['yl'] = '0.' + cfgGenTop["TOPO"]["dx"] = "1." + cfgGenTop["TOPO"]["demType"] = "IP" + cfgGenTop["TOPO"]["meanAlpha"] = "27.5" + cfgGenTop["TOPO"]["z0"] = "2000" + cfgGenTop["TOPO"]["xEnd"] = "5000" + cfgGenTop["TOPO"]["yEnd"] = "1000" + cfgGenTop["TOPO"]["channel"] = "False" + cfgGenTop["DEMDATA"]["xl"] = "0." + cfgGenTop["DEMDATA"]["yl"] = "0." [z, name_ext, outDir] = generateTopo.generateTopo(cfgGenTop, testPath) dem = getInput.readDEM(testPath) - dem['originalHeader'] = dem['header'].copy() + dem["originalHeader"] = dem["header"].copy() methodMeshNormal = 1 # get normal vector of the grid mesh dem = geoTrans.getNormalMesh(dem, num=methodMeshNormal) dem = DFAtls.getAreaMesh(dem, methodMeshNormal) - lineDict = {'x': np.asarray([100., 100., 150., 200., 200., 150., 100.]), - 'y': np.asarray([100., 150., 150., 150., 100., 100., 100]), - 'Start': np.asarray([0.]), 'Length': np.asarray([7]), - 'Name': ['']} + lineDict = { + "x": np.asarray([100.0, 100.0, 150.0, 200.0, 200.0, 150.0, 100.0]), + "y": np.asarray([100.0, 150.0, 150.0, 150.0, 100.0, 100.0, 100]), + "Start": np.asarray([0.0]), + "Length": np.asarray([7]), + "Name": [""], + } lineDict = geoTrans.prepareArea(lineDict, dem, 0.01, combine=False, checkOverlap=False) # call function to be tested lineDict = getInput.computeRelStats(lineDict, dem) # compute parameter - zMax = 2000. - np.tan(np.deg2rad(27.5))*100. - zMin = 2000. - np.tan(np.deg2rad(27.5))*200. + zMax = 2000.0 - np.tan(np.deg2rad(27.5)) * 100.0 + zMin = 2000.0 - np.tan(np.deg2rad(27.5)) * 200.0 + + assert np.isclose(lineDict["zMax"][0], zMax) + assert np.isclose(lineDict["zMin"][0], zMin) + assert np.isclose(lineDict["meanSlope"][0], 27.5) + assert lineDict["featureNames"][0] == "" + + +# Based on AI suggestions: + +def test_getAndCheckInputFiles_noFilesFound(mocker): + mockInDir = mocker.MagicMock() + mockInDir.glob.return_value = [] + mockPath = mocker.patch('pathlib.Path') + mockPath.return_value = mockInDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + output_file, available = getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='shp') + + mockPath.assert_called_once_with(inputDir, folder) + mockInDir.glob.assert_called_once_with('*.shp') + assert output_file is None + assert available == 'No' + + +def test_getAndCheckInputFilesone_valid_file(mocker): + mock_file = mocker.MagicMock() + mock_file.suffix = '.shp' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + output_file, available = getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='shp') + + mock_inDir.glob.assert_called_once_with('*.shp') + assert output_file == mock_file + assert available == 'Yes' + + +def test_getAndCheckInputFilesmultiple_files_error(mocker): + mock_file1 = mocker.MagicMock() + mock_file1.suffix = '.shp' + mock_file2 = mocker.MagicMock() + mock_file2.suffix = '.shp' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file1, mock_file2] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + with pytest.raises(AssertionError) as excinfo: + getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='shp') + + expected_msg = "More than one inputType .shp file in /fake/dir/fake_folder/ not allowed" + assert expected_msg in str(excinfo.value) + + +def test_getAndCheckInputFilesunsupported_extension_error(mocker): + mock_file = mocker.MagicMock() + mock_file.suffix = '.txt' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + with pytest.raises(AssertionError) as excinfo: + getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='txt') + + assert "Unsupported file format found for OutputFile" in str(excinfo.value) + + +def test_getAndCheckInputFilesraster_extensions(mocker): + mock_asc = mocker.MagicMock() + mock_asc.suffix = '.asc' + mock_tif = mocker.MagicMock() + mock_tif.suffix = '.tif' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.side_effect = lambda p: [mock_asc] if p == '*.asc' else [mock_tif] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + with pytest.raises(AssertionError) as excinfo: + getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='raster') + + assert "More than one inputType .raster file" in str(excinfo.value) + mock_inDir.glob.assert_any_call('*.asc') + mock_inDir.glob.assert_any_call('*.tif') + + +def test_getAndCheckInputFilesfile_suffix_filter(mocker): + mock_file = mocker.MagicMock() + mock_file.suffix = '.shp' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + fileSuffix = '_suffix' + output_file, available = getInput.getAndCheckInputFiles( + inputDir, folder, 'inputType', fileExt='shp', fileSuffix=fileSuffix + ) + + mock_inDir.glob.assert_called_once_with('*_suffix.shp') + assert output_file == mock_file + assert available == 'Yes' + + +def test_getAndCheckInputFilesempty_file_ext_with_suffix(mocker): + mock_file = mocker.MagicMock() + mock_file.suffix = '' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + fileSuffix = '_suffix' + with pytest.raises(AssertionError) as excinfo: + getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='', fileSuffix=fileSuffix) + + mock_inDir.glob.assert_called_once_with('*_suffix.') + assert "Unsupported file format" in str(excinfo.value) + + +def test_getAndCheckInputFilesempty_file_ext_and_suffix(mocker): + mock_file = mocker.MagicMock() + mock_file.suffix = '' + mock_inDir = mocker.MagicMock() + mock_inDir.glob.return_value = [mock_file] + mock_path = mocker.patch('pathlib.Path') + mock_path.return_value = mock_inDir + + inputDir = '/fake/dir' + folder = 'fake_folder' + with pytest.raises(AssertionError) as excinfo: + getInput.getAndCheckInputFiles(inputDir, folder, 'inputType', fileExt='', fileSuffix='') - assert np.isclose(lineDict['zMax'][0], zMax) - assert np.isclose(lineDict['zMin'][0], zMin) - assert np.isclose(lineDict['meanSlope'][0], 27.5) - assert lineDict['featureNames'][0] == '' + mock_inDir.glob.assert_called_once_with('*.') + assert "Unsupported file format" in str(excinfo.value) diff --git a/avaframe/tests/test_getReleaseArea.py b/avaframe/tests/test_getReleaseArea.py index 780d02a4a..4c7cc26c1 100644 --- a/avaframe/tests/test_getReleaseArea.py +++ b/avaframe/tests/test_getReleaseArea.py @@ -6,131 +6,255 @@ """ # Load modules -import numpy as np -import os from avaframe.in3Utils import getReleaseArea as gR +from avaframe.in3Utils.getReleaseArea import getReleaseArea, writeReleaseArea import pytest import configparser +import numpy as np +import pytest +from pathlib import Path def test_makexyPoints(): - """ Test generation of corner Points """ + """Test generation of corner Points""" # Initialise input in correct format cfgR = configparser.ConfigParser() - cfgR['GENERAL'] = {'lenP': 4} + cfgR["GENERAL"] = {"lenP": 4} # load function xyPoints = gR.makexyPoints(2, 4, 5, cfgR) # Test - assert xyPoints[0,0] == 6. - assert xyPoints[0,1] == -2.5 - assert xyPoints[1,0] == 6. - assert xyPoints[1,1] == 2.5 - assert xyPoints[2,0] == 2 - assert xyPoints[2,1] == 2.5 - assert xyPoints[3,0] == 2 - assert xyPoints[3,1] == -2.5 + assert xyPoints[0, 0] == 6.0 + assert xyPoints[0, 1] == -2.5 + assert xyPoints[1, 0] == 6.0 + assert xyPoints[1, 1] == 2.5 + assert xyPoints[2, 0] == 2 + assert xyPoints[2, 1] == 2.5 + assert xyPoints[3, 0] == 2 + assert xyPoints[3, 1] == -2.5 def test_getCornersFP(): - """ Test generate Flat Plane Release Area """ + """Test generate Flat Plane Release Area""" # Initialise input in correct format cfgR = configparser.ConfigParser() - cfgR['GENERAL'] = {'hr': 200.0, 'vol' : 100000, 'dh' : 1.0, 'xStart' : 100.0, 'lenP' : 4} - cfgR['FP'] = {'xExtent': 200.0} + cfgR["GENERAL"] = {"hr": 200.0, "vol": 100000, "dh": 1.0, "xStart": 100.0, "lenP": 4} + cfgR["FP"] = {"xExtent": 200.0} # Load function xyPoints = gR.getCornersFP(cfgR) # Test - assert xyPoints[0,0] == 300.0 - assert xyPoints[0,1] == -250. - assert xyPoints[1,0] == 300.0 - assert xyPoints[1,1] == 250.0 - assert xyPoints[2,0] == 100.0 - assert xyPoints[2,1] == 250.0 - assert xyPoints[3,0] == 100.0 - assert xyPoints[3,1] == -250.0 + assert xyPoints[0, 0] == 300.0 + assert xyPoints[0, 1] == -250.0 + assert xyPoints[1, 0] == 300.0 + assert xyPoints[1, 1] == 250.0 + assert xyPoints[2, 0] == 100.0 + assert xyPoints[2, 1] == 250.0 + assert xyPoints[3, 0] == 100.0 + assert xyPoints[3, 1] == -250.0 def test_getCornersIP(): - """ Test generate Inclined Plane Release Area """ + """Test generate Inclined Plane Release Area""" # Initialise input in correct format cfgR = configparser.ConfigParser() - cfgR['GENERAL'] = {'hr': 200.0, 'vol' : 100000, 'dh' : 1.0, 'xStart' : 100.0, 'lenP' : 4} + cfgR["GENERAL"] = {"hr": 200.0, "vol": 100000, "dh": 1.0, "xStart": 100.0, "lenP": 4} cfgT = configparser.ConfigParser() - cfgT['TOPO'] = {'meanAlpha' : 34} + cfgT["TOPO"] = {"meanAlpha": 34} # Load function xyPoints = gR.getCornersIP(cfgR, cfgT) # Test - assert xyPoints[0,0] == pytest.approx(396.512194, abs=1.e-6) - assert xyPoints[0,1] == pytest.approx(-139.798226, abs=1.e-6) - assert xyPoints[1,0] == pytest.approx(396.512194, abs=1.e-6) - assert xyPoints[1,1] == pytest.approx(139.798226, abs=1.e-6) - assert xyPoints[2,0] == pytest.approx(100., abs=1.e-6) - assert xyPoints[2,1] == pytest.approx(139.798226, abs=1.e-6) - assert xyPoints[3,0] == pytest.approx(100., abs=1.e-6) - assert xyPoints[3,1] == pytest.approx(-139.798226, abs=1.e-6) + assert xyPoints[0, 0] == pytest.approx(396.512194, abs=1.0e-6) + assert xyPoints[0, 1] == pytest.approx(-139.798226, abs=1.0e-6) + assert xyPoints[1, 0] == pytest.approx(396.512194, abs=1.0e-6) + assert xyPoints[1, 1] == pytest.approx(139.798226, abs=1.0e-6) + assert xyPoints[2, 0] == pytest.approx(100.0, abs=1.0e-6) + assert xyPoints[2, 1] == pytest.approx(139.798226, abs=1.0e-6) + assert xyPoints[3, 0] == pytest.approx(100.0, abs=1.0e-6) + assert xyPoints[3, 1] == pytest.approx(-139.798226, abs=1.0e-6) def test_getCornersHS(): - """ Test generate Hockey Release Area """ + """Test generate Hockey Release Area""" # Initialise input in correct format cfgR = configparser.ConfigParser() - cfgR['GENERAL'] = {'hr': 200.0, 'vol' : 100000, 'dh' : 1.0, 'xStart' : 100.0, 'lenP' : 4} - cfgR['HS'] = {'AlphaStop' : 30} + cfgR["GENERAL"] = {"hr": 200.0, "vol": 100000, "dh": 1.0, "xStart": 100.0, "lenP": 4} + cfgR["HS"] = {"AlphaStop": 30} # Initialise input in correct format cfgT = configparser.ConfigParser() - cfgT['TOPO'] = {'C': 1000, 'fLens': 2200, 'meanAlpha': 34} + cfgT["TOPO"] = {"C": 1000, "fLens": 2200, "meanAlpha": 34} # Load function xyPoints = gR.getCornersHS(cfgR, cfgT) # Test - assert xyPoints[0,0] == pytest.approx(848.056768, abs=1.e-6) - assert xyPoints[0,1] == pytest.approx(-125., abs=1.e-6) - assert xyPoints[1,0] == pytest.approx(848.056768, abs=1.e-6) - assert xyPoints[1,1] == pytest.approx(125., abs=1.e-6) - assert xyPoints[2,0] == pytest.approx(501.646607, abs=1.e-6) - assert xyPoints[2,1] == pytest.approx(125., abs=1.e-6) - assert xyPoints[3,0] == pytest.approx(501.646607, abs=1.e-6) - assert xyPoints[3,1] == pytest.approx(-125., abs=1.e-6) + assert xyPoints[0, 0] == pytest.approx(848.056768, abs=1.0e-6) + assert xyPoints[0, 1] == pytest.approx(-125.0, abs=1.0e-6) + assert xyPoints[1, 0] == pytest.approx(848.056768, abs=1.0e-6) + assert xyPoints[1, 1] == pytest.approx(125.0, abs=1.0e-6) + assert xyPoints[2, 0] == pytest.approx(501.646607, abs=1.0e-6) + assert xyPoints[2, 1] == pytest.approx(125.0, abs=1.0e-6) + assert xyPoints[3, 0] == pytest.approx(501.646607, abs=1.0e-6) + assert xyPoints[3, 1] == pytest.approx(-125.0, abs=1.0e-6) def test_correctOrigin(): - """ Test if setting a new origin works fine """ + """Test if setting a new origin works fine""" # Initialise input in correct format cfgT = configparser.ConfigParser() - cfgT['TOPO'] = {'dx': 5.0, 'xEnd': 4000.0, 'yEnd': 1000.0} - cfgT['DEMDATA'] = {'xl': 100.0, 'yl': -1500.0} + cfgT["TOPO"] = {"dx": 5.0, "xEnd": 4000.0, "yEnd": 1000.0} + cfgT["DEMDATA"] = {"xl": 100.0, "yl": -1500.0} # Define xyPoints - xyPointsTest = np.zeros((4,2)) - xyPointsTest[0,0] = 300.0 - xyPointsTest[0,1] = -250. - xyPointsTest[1,0] = 300.0 - xyPointsTest[1,1] = 250.0 - xyPointsTest[2,0] = 100.0 - xyPointsTest[2,1] = 250.0 - xyPointsTest[3,0] = 100.0 - xyPointsTest[3,1] = -250. + xyPointsTest = np.zeros((4, 2)) + xyPointsTest[0, 0] = 300.0 + xyPointsTest[0, 1] = -250.0 + xyPointsTest[1, 0] = 300.0 + xyPointsTest[1, 1] = 250.0 + xyPointsTest[2, 0] = 100.0 + xyPointsTest[2, 1] = 250.0 + xyPointsTest[3, 0] = 100.0 + xyPointsTest[3, 1] = -250.0 # Load function xv, yv, xyPoints = gR.correctOrigin(xyPointsTest, cfgT) # Test - assert xyPoints[0,1] == -1250 - assert xyPoints[2,1] == -750 - assert xyPoints[1,0] == 400.0 - assert xyPoints[0,0] == 400.0 - assert xv[-1] == 4100. - assert yv[0] == -1500. + assert xyPoints[0, 1] == -1250 + assert xyPoints[2, 1] == -750 + assert xyPoints[1, 0] == 400.0 + assert xyPoints[0, 0] == 400.0 + assert xv[-1] == 4100.0 + assert yv[0] == -1500.0 + + +# tests from here on are based on AI + + +@pytest.fixture +def cfgR(): + cfg = configparser.ConfigParser() + cfg["FILE"] = {"relNo": "1", "relName": "TestRelease"} + cfg["GENERAL"] = {"dh": "5.0", "outputtxt": "True"} + return cfg + + +@pytest.fixture +def cfgT(): + cfg = configparser.ConfigParser() + cfg["TOPO"] = {"demType": "FP"} + return cfg + + +def test_writeReleaseArea_createsNxyzFile(tmp_path, cfgR, mocker): + xyPoints = np.array([[0, 1], [2, 3], [4, 5], [6, 7]]) + demType = "FP" + outDir = tmp_path + mocker.patch("avaframe.in3Utils.getReleaseArea.log.info") + + writeReleaseArea(xyPoints, demType, cfgR, outDir) + + expectedFile = outDir / "release1FP.nxyz" + assert expectedFile.exists() + + with open(expectedFile, "r") as f: + lines = f.readlines() + assert lines[0] == "name=TestRelease\n" + assert lines[1] == "d0=5.00\n" + assert lines[2] == "rho=None\n" + assert lines[3] == "4\n" + dataLines = [line.strip() for line in lines[4:]] + assert dataLines == [ + "0.000000 1.000000 0.000000", + "2.000000 3.000000 0.000000", + "4.000000 5.000000 0.000000", + "6.000000 7.000000 0.000000", + ] + + +def test_writeReleaseArea_copiesTxtFile(tmp_path, cfgR, mocker): + mocker.patch("avaframe.in3Utils.getReleaseArea.log.info") + mockCopy = mocker.patch("shutil.copyfile") + + xyPoints = np.array([[0, 1], [2, 3], [4, 5], [6, 7]]) + writeReleaseArea(xyPoints, "FP", cfgR, tmp_path) + + src = tmp_path / "release1FP.nxyz" + dst = tmp_path / "release1FP.txt" + mockCopy.assert_called_once_with(src, dst) + + +def test_writeReleaseArea_createsShapefile(tmp_path, cfgR, mocker): + mockWriter = mocker.MagicMock() + mocker.patch("shapefile.Writer", return_value=mockWriter) + mocker.patch("avaframe.in3Utils.getReleaseArea.log.info") + + # Create numpy array with float values + xyPoints = np.array([[0.0, 1.0], [2.0, 3.0], [4.0, 5.0], [6.0, 7.0]]) + + writeReleaseArea(xyPoints, "FP", cfgR, tmp_path) + + # Convert expected coordinates to native Python floats and wrap in array structure + expectedPoly = [[[6.0, 7.0], [4.0, 5.0], [2.0, 3.0], [0.0, 1.0]]] + + # Get the actual arguments passed to poly() + actualArgs, _ = mockWriter.poly.call_args + + # Compare using numpy array comparison + assert np.array_equal(actualArgs[0], expectedPoly) + + mockWriter.field.assert_has_calls( + [ + mocker.call("ID", "C", "40"), + mocker.call("Name", "C", "40"), + mocker.call("thickness", "N", decimal=4), + ] + ) + mockWriter.record.assert_called_once_with("1", "Rel_Example", 5.0) + mockWriter.close.assert_called_once() + + +def test_getReleaseArea_logsMissingDirectory(tmp_path, cfgT, cfgR, mocker): + mockLog = mocker.patch("avaframe.in3Utils.getReleaseArea.log.error") + mocker.patch("avaframe.in3Utils.getReleaseArea.getCornersFP") + mocker.patch("avaframe.in3Utils.getReleaseArea.correctOrigin", return_value=("xv", "yv", "xyPoints")) + mocker.patch("avaframe.in3Utils.getReleaseArea.writeReleaseArea") + + # Do not create the required directory + getReleaseArea(cfgT, cfgR, tmp_path) + + mockLog.assert_called_once_with( + "Required folder structure: NameOfAvalanche/Inputs missing! Run runInitializeProject first!" + ) + + +def test_getReleaseArea_demTypeHandling(mocker, cfgR): + cfgT = configparser.ConfigParser() + cfgT["TOPO"] = {"demType": "IP"} + mockGetCorners = mocker.patch("avaframe.in3Utils.getReleaseArea.getCornersIP") + mocker.patch("avaframe.in3Utils.getReleaseArea.correctOrigin", return_value=("xv", "yv", "xyPoints")) + mocker.patch("avaframe.in3Utils.getReleaseArea.writeReleaseArea") + + getReleaseArea(cfgT, cfgR, Path("/dummy")) + mockGetCorners.assert_called_once_with(cfgR, cfgT) + + +def test_getReleaseArea_invalidDemTypeLogsWarning(mocker): + cfgT = configparser.ConfigParser() + cfgT["TOPO"] = {"demType": "BL"} + cfgR = configparser.ConfigParser() + mockLog = mocker.patch("avaframe.in3Utils.getReleaseArea.log.warning") + + with pytest.raises(UnboundLocalError): + getReleaseArea(cfgT, cfgR, Path("/dummy")) + mockLog.assert_called_once_with("no release area available for demType: BL") diff --git a/avaframe/tests/test_out1Peak.py b/avaframe/tests/test_out1Peak.py index 15311bd0d..8170e838d 100644 --- a/avaframe/tests/test_out1Peak.py +++ b/avaframe/tests/test_out1Peak.py @@ -6,6 +6,7 @@ # Load modules import numpy as np from avaframe.out1Peak import outPlotAllPeak as oP +import avaframe.in2Trans.rasterUtils as rU import pytest import configparser import pathlib @@ -22,7 +23,7 @@ def test_plotAllPeakFields(tmp_path): avaDir = dirPath / '..' / '..' / 'benchmarks' / avaTestDir1 peakFile1 = list(avaDir.glob(('*pft.asc')))[0] peakFile2 = list(avaDir.glob(('*pfv.asc')))[0] - demFile = dirPath / '..' / 'data' / 'avaAlr' / 'Inputs' / 'avaAlr.asc' + demFile = dirPath / '..' / 'data' / 'avaAlr' / 'Inputs' / 'avaAlr.tif' avaDirTmp1 = pathlib.Path(tmp_path, avaTestDir1) resultDir1 = avaDirTmp1 / 'Outputs' / 'com1DFA' / 'peakFiles' peakFileResult1 = resultDir1 / 'relAlr_125e697996_null_dfa_pft.asc' @@ -30,7 +31,7 @@ def test_plotAllPeakFields(tmp_path): inputDir1 = avaDirTmp1 / 'Inputs' resultDir1.mkdir(parents=True) inputDir1.mkdir() - demInputFile1 = inputDir1 / 'avaAlr.asc' + demInputFile1 = inputDir1 / 'avaAlr.tif' shutil.copy(peakFile1, peakFileResult1) shutil.copy(peakFile2, peakFileResult2) shutil.copy(demFile, demInputFile1) @@ -42,16 +43,13 @@ def test_plotAllPeakFields(tmp_path): inputDir2 = avaDirTmp2 / 'Inputs' resultDir2.mkdir(parents=True) inputDir2.mkdir() - demInputFile2 = inputDir2 / 'avaAlr.asc' + demInputFile2 = inputDir2 / 'avaAlr.tif' shutil.copy(peakFile1, peakFileResult1) shutil.copy(peakFile2, peakFileResult2) shutil.copy(demFile, demInputFile2) # initialise DEM - demData1 = np.loadtxt(demFile, skiprows=6) - demData = {} - demData['header'] = {'nodata_value': -9999} - demData['rasterData'] = demData1 + demData = rU.readRaster(demFile) # initialise configparser cfg = configparser.ConfigParser() diff --git a/avaframe/tests/test_outDistanceTimeAnalysis.py b/avaframe/tests/test_outDistanceTimeAnalysis.py index b28a8a909..f908b236b 100644 --- a/avaframe/tests/test_outDistanceTimeAnalysis.py +++ b/avaframe/tests/test_outDistanceTimeAnalysis.py @@ -1,4 +1,5 @@ -''' Tests for module distanceTimeAnalysis ''' +""" Tests for module distanceTimeAnalysis """ + import numpy as np import numpy.ma as ma import pandas as pd @@ -14,75 +15,134 @@ def test_plotRangeTime(tmp_path): - """ test plot range time """ + """test plot range time""" # setup required inputs avaDir = pathlib.Path(tmp_path) mti = np.repeat([np.arange(50)], 45, axis=0) - mtiInfo = {'mti': mti, 'rangeList': np.arange(50), 'timeList': np.arange(50), - 'rangeGates': np.arange(45) -25., 'plotTitle': 'testTitle', 'referencePointName': 'betaPoint', - 'type': 'tt', 'betaPointAngle': 9.987} + mtiInfo = { + "mti": mti, + "rangeList": np.arange(50), + "timeList": np.arange(50), + "rangeGates": np.arange(45) - 25.0, + "plotTitle": "testTitle", + "referencePointName": "betaPoint", + "type": "tt", + "betaPointAngle": 9.987, + } cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'avalancheDir': avaDir, 'rangeTimeResType': 'FT', 'simHash': 'simDI', - 'minVelTimeStep': 2., 'maxOrMean': 'mean'} - # 'minVelTimeStep': 2., 'maxOrMean': 'max'} - cfgRangeTime['PLOTS'] = {'width': 0.25, 'height': 0.25, 'lw': 0.25, 'textsize': 7} + cfgRangeTime["GENERAL"] = { + "avalancheDir": avaDir, + "rangeTimeResType": "FT", + "simHash": "simDI", + "minVelTimeStep": 2.0, + "maxOrMean": "mean", + } + # 'minVelTimeStep': 2., 'maxOrMean': 'max'} + cfgRangeTime["PLOTS"] = {"width": 0.25, "height": 0.25, "lw": 0.25, "textsize": 7} # call function to be tested oAna.plotRangeTime(mtiInfo, cfgRangeTime) def test_radarFieldOfViewPlot(tmp_path): - """ test plotting radar field of view and dem """ + """test plotting radar field of view and dem""" # setup required inputs avaDir = pathlib.Path(tmp_path) - radarFov = np.asarray([[0.,10.], [5., 5.]]) + radarFov = np.asarray([[0.0, 10.0], [5.0, 5.0]]) radarRange = np.repeat([np.arange(50)], 45, axis=0) cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'avalancheDir': avaDir, 'aperture': 5., 'simHash': 'simDI'} - cfgRangeTime['PLOTS'] = {'gateContours': 5} - + cfgRangeTime["GENERAL"] = {"avalancheDir": avaDir, "aperture": 5.0, "simHash": "simDI"} + cfgRangeTime["PLOTS"] = {"gateContours": 5} rangeGates = np.arange(45) demData = np.zeros((45, 50)) - dem = {'header': {'nrows': 45, 'ncols': 50, 'cellsize': 5., 'xllcenter': 0.0, 'yllcenter': 0.0}, 'rasterData': demData} + dem = { + "header": {"nrows": 45, "ncols": 50, "cellsize": 5.0, "xllcenter": 0.0, "yllcenter": 0.0}, + "rasterData": demData, + } oAna.radarFieldOfViewPlot(radarFov, radarRange, cfgRangeTime, rangeGates, dem) def test_animationPlot(tmp_path): - """ test plot range time """ + """test plot range time""" # setup required inputs avaDir = pathlib.Path(tmp_path) mti = np.ones((543, 12)) - demData = {'rasterData': np.ones((401, 1001)), 'header': {'cellsize': 5., 'xllcenter': 0.0, - 'yllcenter': 0.0, 'nodata_value': 9999, 'nrows': 401, 'ncols': 1001}} + demData = { + "rasterData": np.ones((401, 1001)), + "header": { + "cellsize": 5.0, + "xllcenter": 0.0, + "yllcenter": 0.0, + "nodata_value": 9999, + "nrows": 401, + "ncols": 1001, + }, + } data = np.ones((401, 1001)) - mtiInfo = {'mti': mti, 'rangeList': np.arange(12), 'timeList': np.arange(12), - 'rangeGates': np.arange(543) -25., 'plotTitle': 'testTitle', 'referencePointName': 'betaPoint', - 'type': 'tt', 'betaPointAngle': 9.987, 'cLower': 2, 'slRaster': np.ones((543,121)), - 'rangeRaster': np.ones((543, 121)), 'sType': 'projected'} - mtiInfo['rasterTransfo'] = {'x': np.arange(543), 'y': np.ones(543), 'cellSizeSL': 2., 'DBXl': np.asarray([0.0, 10]), - 'DBXr': np.asarray([2., 20]), 'DBYl': np.asarray([0, 9]), 'DBYr': np.asarray([0, 2.]), 'indStartOfRunout': 4, 'gridx': np.ones((543, 121)), - 'gridy': np.ones((543, 121)), 'l': np.arange(121), 's': np.arange(543)} + mtiInfo = { + "mti": mti, + "rangeList": np.arange(12), + "timeList": np.arange(12), + "rangeGates": np.arange(543) - 25.0, + "plotTitle": "testTitle", + "referencePointName": "betaPoint", + "type": "tt", + "betaPointAngle": 9.987, + "cLower": 2, + "slRaster": np.ones((543, 121)), + "rangeRaster": np.ones((543, 121)), + "sType": "projected", + } + mtiInfo["rasterTransfo"] = { + "x": np.arange(543), + "y": np.ones(543), + "cellSizeSL": 2.0, + "DBXl": np.asarray([0.0, 10]), + "DBXr": np.asarray([2.0, 20]), + "DBYl": np.asarray([0, 9]), + "DBYr": np.asarray([0, 2.0]), + "indStartOfRunout": 4, + "gridx": np.ones((543, 121)), + "gridy": np.ones((543, 121)), + "l": np.arange(121), + "s": np.arange(543), + } cfgRangeTime = configparser.ConfigParser() - cfgRangeTime['GENERAL'] = {'avalancheDir': avaDir, 'rangeTimeResType': 'FT', 'simHash': 'simDI', - 'minVelTimeStep': 2., 'thresholdResult': 1.e-2, 'minVelTimeStep': 2, 'maxOrMean': 'max'} - cfgRangeTime['PLOTS'] = {'width': 0.25, 'height': 0.25, 'lw': 0.25, 'textsize': 7} - cfgRangeTime['ANIMATE'] = {'resMin': 0.0, 'resMax': 1.9, 'xyEastNorth': True, 'panelTitles': True, - 'xMin': 0.0, 'xMax': 160, 'yMin': 1840, 'yMax': 870} - cellSize = 5. - resType = 'FT' - timeStep = 1. + cfgRangeTime["GENERAL"] = { + "avalancheDir": avaDir, + "rangeTimeResType": "FT", + "simHash": "simDI", + "minVelTimeStep": 2.0, + "thresholdResult": 1.0e-2, + "minVelTimeStep": 2, + "maxOrMean": "max", + } + cfgRangeTime["PLOTS"] = {"width": 0.25, "height": 0.25, "lw": 0.25, "textsize": 7} + cfgRangeTime["ANIMATE"] = { + "resMin": 0.0, + "resMax": 1.9, + "xyEastNorth": True, + "panelTitles": True, + "xMin": 0.0, + "xMax": 160, + "yMin": 1840, + "yMax": 870, + } + cellSize = 5.0 + resType = "FT" + timeStep = 1.0 # call function to be tested oAna.animationPlot(demData, data, cellSize, resType, cfgRangeTime, mtiInfo, timeStep) - cfgRangeTime['ANIMATE']['panelTitles'] = 'False' - cfgRangeTime['ANIMATE']['xyEastNorth'] = 'False' + cfgRangeTime["ANIMATE"]["panelTitles"] = "False" + cfgRangeTime["ANIMATE"]["xyEastNorth"] = "False" # call function to be tested oAna.animationPlot(demData, data, cellSize, resType, cfgRangeTime, mtiInfo, timeStep) diff --git a/avaframe/tests/test_outParticlesAnalysis.py b/avaframe/tests/test_outParticlesAnalysis.py index 04b682e14..c63ca27c1 100644 --- a/avaframe/tests/test_outParticlesAnalysis.py +++ b/avaframe/tests/test_outParticlesAnalysis.py @@ -1,4 +1,5 @@ -''' Tests for module outParticlesAnalysis ''' +""" Tests for module outParticlesAnalysis """ + import numpy as np import numpy.ma as ma import pandas as pd @@ -13,86 +14,84 @@ def test_velocityEnvelope(): - """ test computing envelope of particlesTimeArrays """ + """test computing envelope of particlesTimeArrays""" # setup required input - particlesTimeArrays = {'t': [1., 2., 3., 4., 5.]} + particlesTimeArrays = {"t": [1.0, 2.0, 3.0, 4.0, 5.0]} velMag = np.zeros((5, 10)) - velMag[1:,1:] = 1. - velMag[1:,1] = 5. + velMag[1:, 1:] = 1.0 + velMag[1:, 1] = 5.0 velMag[2, 3] = 7 trajectoryLengthXYZ = np.zeros((5, 10)) - trajectoryLengthXYZ[1,:] = 2. - trajectoryLengthXYZ[2,:] = 3. - trajectoryLengthXYZ[3,:] = 5. - trajectoryLengthXYZ[4,:] = 7. + trajectoryLengthXYZ[1, :] = 2.0 + trajectoryLengthXYZ[2, :] = 3.0 + trajectoryLengthXYZ[3, :] = 5.0 + trajectoryLengthXYZ[4, :] = 7.0 uAcc = np.zeros((5, 10)) - uAcc[1:,1:] = 4. - particlesTimeArrays['velocityMag'] = velMag - particlesTimeArrays['trajectoryLengthXYZ'] = trajectoryLengthXYZ - particlesTimeArrays['uAcc'] = uAcc + uAcc[1:, 1:] = 4.0 + particlesTimeArrays["velocityMag"] = velMag + particlesTimeArrays["trajectoryLengthXYZ"] = trajectoryLengthXYZ + particlesTimeArrays["uAcc"] = uAcc # call function to be tested dictVelEnvelope = oA.velocityEnvelope(particlesTimeArrays) # TODO check what if a particle has been merged or removed what happens to array - b = 19./10. - assert np.array_equal(np.asarray(dictVelEnvelope['Time']), np.asarray([1., 2., 3., 4., 5.])) - assert np.array_equal(dictVelEnvelope['Velocity'], velMag) - assert np.array_equal(dictVelEnvelope['Acc'], uAcc) - assert np.array_equal(dictVelEnvelope['Mean'], np.asarray([0, 1.3, b, 1.3, 1.3])) - assert np.array_equal(dictVelEnvelope['Max'], np.asarray([0, 5., 7., 5., 5.])) - assert np.array_equal(dictVelEnvelope['Min'], np.asarray([0., 0., 0., 0., 0.])) - assert np.array_equal(dictVelEnvelope['Median'], np.asarray([0., 1., 1., 1., 1.])) - assert np.array_equal(dictVelEnvelope['SxyzMax'], np.asarray([0., 2., 3., 5., 7.])) - assert np.array_equal(dictVelEnvelope['SxyzMax'], np.asarray([0., 2., 3., 5., 7.])) + b = 19.0 / 10.0 + assert np.array_equal(np.asarray(dictVelEnvelope["Time"]), np.asarray([1.0, 2.0, 3.0, 4.0, 5.0])) + assert np.array_equal(dictVelEnvelope["Velocity"], velMag) + assert np.array_equal(dictVelEnvelope["Acc"], uAcc) + assert np.array_equal(dictVelEnvelope["Mean"], np.asarray([0, 1.3, b, 1.3, 1.3])) + assert np.array_equal(dictVelEnvelope["Max"], np.asarray([0, 5.0, 7.0, 5.0, 5.0])) + assert np.array_equal(dictVelEnvelope["Min"], np.asarray([0.0, 0.0, 0.0, 0.0, 0.0])) + assert np.array_equal(dictVelEnvelope["Median"], np.asarray([0.0, 1.0, 1.0, 1.0, 1.0])) + assert np.array_equal(dictVelEnvelope["SxyzMax"], np.asarray([0.0, 2.0, 3.0, 5.0, 7.0])) + assert np.array_equal(dictVelEnvelope["SxyzMax"], np.asarray([0.0, 2.0, 3.0, 5.0, 7.0])) def test_velocityEnvelopeThalweg(): - """ test computing envelope along the thalweg of particlesTimeArrays """ + """test computing envelope along the thalweg of particlesTimeArrays""" # setup required input - particlesTimeArrays = {'t': [1., 2., 3., 4., 5.]} + particlesTimeArrays = {"t": [1.0, 2.0, 3.0, 4.0, 5.0]} velMag = np.zeros((3, 5)) - velMag[1:,1:] = 1. - velMag[1:,1] = 5. + velMag[1:, 1:] = 1.0 + velMag[1:, 1] = 5.0 velMag[2, 3] = 7 trajectoryLengthXYZ = np.zeros((3, 5)) - trajectoryLengthXYZ[1,:] = np.asarray([0., 2., 3., 4., 5.]) - trajectoryLengthXYZ[2,:] = np.asarray([0., 3., 4., 6., 7.]) + trajectoryLengthXYZ[1, :] = np.asarray([0.0, 2.0, 3.0, 4.0, 5.0]) + trajectoryLengthXYZ[2, :] = np.asarray([0.0, 3.0, 4.0, 6.0, 7.0]) sAimec = np.zeros((3, 5)) - sAimec[1,:] = np.asarray([0., 1., 2., 3., 4.]) - sAimec[2,:] = np.asarray([0., 4., 5., 7., 8.]) - + sAimec[1, :] = np.asarray([0.0, 1.0, 2.0, 3.0, 4.0]) + sAimec[2, :] = np.asarray([0.0, 4.0, 5.0, 7.0, 8.0]) elevation = np.zeros((3, 5)) - elevation[1,:] = np.asarray([0., 10., 20., 30., 40.]) - elevation[2,:] = np.asarray([0., 20., 30., 40., 50.]) - + elevation[1, :] = np.asarray([0.0, 10.0, 20.0, 30.0, 40.0]) + elevation[2, :] = np.asarray([0.0, 20.0, 30.0, 40.0, 50.0]) uAcc = np.zeros((3, 5)) - uAcc[1:,1:] = 4. - particlesTimeArrays['velocityMag'] = velMag - particlesTimeArrays['trajectoryLengthXYZ'] = trajectoryLengthXYZ - particlesTimeArrays['uAcc'] = uAcc - particlesTimeArrays['sBetaPoint'] = 4. - particlesTimeArrays['sAimec'] = sAimec - particlesTimeArrays['z'] = elevation + uAcc[1:, 1:] = 4.0 + particlesTimeArrays["velocityMag"] = velMag + particlesTimeArrays["trajectoryLengthXYZ"] = trajectoryLengthXYZ + particlesTimeArrays["uAcc"] = uAcc + particlesTimeArrays["sBetaPoint"] = 4.0 + particlesTimeArrays["sAimec"] = sAimec + particlesTimeArrays["z"] = elevation # call function to be tested dictVelAltThalweg = oA.velocityEnvelopeThalweg(particlesTimeArrays) - velMagMax = np.asarray([0.0, 5.0, 1., 1., 5., 1., 7., 1.]) - velMagMin = np.asarray([0.0, 5.0, 1., 1., 1., 1., 7., 1.]) - velMagMean = np.asarray([0.0, 5.0, 1., 1., 3., 1., 7., 1.]) - sxyzMax = np.asarray([0., 2., 3., 4., 5., 4., 6., 7.]) - sxyzMin = np.asarray([0., 2., 3., 4., 3., 4., 6., 7.]) - - assert np.array_equal(dictVelAltThalweg['maxVelocity'], velMagMax) - assert np.array_equal(dictVelAltThalweg['minVelocity'], velMagMin) - assert np.array_equal(dictVelAltThalweg['meanVelocity'], velMagMean) - assert np.array_equal(dictVelAltThalweg['medianVelocity'], velMagMean) - assert np.array_equal(dictVelAltThalweg['maxSxyz'], sxyzMax) - assert np.array_equal(dictVelAltThalweg['minSxyz'], sxyzMin) + velMagMax = np.asarray([0.0, 5.0, 1.0, 1.0, 5.0, 1.0, 7.0, 1.0]) + velMagMin = np.asarray([0.0, 5.0, 1.0, 1.0, 1.0, 1.0, 7.0, 1.0]) + velMagMean = np.asarray([0.0, 5.0, 1.0, 1.0, 3.0, 1.0, 7.0, 1.0]) + sxyzMax = np.asarray([0.0, 2.0, 3.0, 4.0, 5.0, 4.0, 6.0, 7.0]) + sxyzMin = np.asarray([0.0, 2.0, 3.0, 4.0, 3.0, 4.0, 6.0, 7.0]) + + assert np.array_equal(dictVelAltThalweg["maxVelocity"], velMagMax) + assert np.array_equal(dictVelAltThalweg["minVelocity"], velMagMin) + assert np.array_equal(dictVelAltThalweg["meanVelocity"], velMagMean) + assert np.array_equal(dictVelAltThalweg["medianVelocity"], velMagMean) + assert np.array_equal(dictVelAltThalweg["maxSxyz"], sxyzMax) + assert np.array_equal(dictVelAltThalweg["minSxyz"], sxyzMin) diff --git a/avaframe/tests/test_particleInitialisation.py b/avaframe/tests/test_particleInitialisation.py index f1215ddeb..dbb631afa 100644 --- a/avaframe/tests/test_particleInitialisation.py +++ b/avaframe/tests/test_particleInitialisation.py @@ -23,103 +23,148 @@ def test_resetMassPerParticle(): - """ test recomputing mass per particle """ + """test recomputing mass per particle""" # setup required input data cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'rho': '100.'} + cfg["GENERAL"] = {"rho": "100."} areaRaster = np.ones((5, 6)) - dem = {'header': {'ncols': 6, 'nrows': 5}, 'areaRaster': areaRaster} + dem = {"header": {"ncols": 6, "nrows": 5}, "areaRaster": areaRaster} partInCell = [7, 6, 5, 4, 3, 2, 1, 0, 15, 14, 13, 12, 11, 10, 9, 8] - indPartInCell = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 16, 16, 16, 16, 16, 16, 16, 16, - 16, 16, 16, 16, 16, 16, 16] - - particles = {'partInCell': partInCell, 'nPart': 16, 'indPartInCell': indPartInCell} + indPartInCell = [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 8, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + 16, + ] + + particles = {"partInCell": partInCell, "nPart": 16, "indPartInCell": indPartInCell} relRaster = np.zeros((5, 6)) - relRaster[2, 2] = 2. + relRaster[2, 2] = 2.0 relRaster[2, 3] = 0.5 - relThField = '' + relThField = "" # call function to be tested particles = pI.resetMassPerParticle(cfg, particles, dem, relRaster, relThField) -# print('particles new mass', particles['mIni']) + # print('particles new mass', particles['mIni']) testMass = np.ones(16) - testMass[0:8] = 25. + testMass[0:8] = 25.0 testMass[8:] = 6.25 - assert len(particles['mIni']) == 16 - assert np.sum(particles['mIni']) == 250. - assert np.array_equal(particles['mIni'], testMass) + assert len(particles["mIni"]) == 16 + assert np.sum(particles["mIni"]) == 250.0 + assert np.array_equal(particles["mIni"], testMass) def test_createReleaseBuffer(): - """ test generating a buffered release line """ + """test generating a buffered release line""" # setup required input cfg = configparser.ConfigParser() - cfg['GENERAL'] = {'sphKernelRadius': '2.', 'bufferZoneFactor': '1.'} + cfg["GENERAL"] = {"sphKernelRadius": "2.", "bufferZoneFactor": "1."} - inputSimLines = {'releaseLine': {'Length': np.asarray([5., 6.]), 'Start': np.asarray([0, 5.]), - 'x': np.asarray([0., 1., 1., 0., 0., 10., 12., 12., 11., 10., 10.]), - 'y': np.asarray([0., 0., 1., 1., 0., 10., 10., 12., 13., 12., 10.])}} + inputSimLines = { + "releaseLine": { + "Length": np.asarray([5.0, 6.0]), + "Start": np.asarray([0, 5.0]), + "x": np.asarray([0.0, 1.0, 1.0, 0.0, 0.0, 10.0, 12.0, 12.0, 11.0, 10.0, 10.0]), + "y": np.asarray([0.0, 0.0, 1.0, 1.0, 0.0, 10.0, 10.0, 12.0, 13.0, 12.0, 10.0]), + } + } # call function to be tested inputSimLines = pI.createReleaseBuffer(cfg, inputSimLines) - releaseL = inputSimLines['releaseLineBuffer'] - xL1 = releaseL['x'][releaseL['Start'][0]:releaseL['Start'][0]+releaseL['Length'][0]] - xL2 = releaseL['x'][releaseL['Start'][1]:releaseL['Start'][1]+releaseL['Length'][1]] - yL1 = releaseL['y'][releaseL['Start'][0]:releaseL['Start'][0]+releaseL['Length'][0]] - yL2 = releaseL['y'][releaseL['Start'][1]:releaseL['Start'][1]+releaseL['Length'][1]] + releaseL = inputSimLines["releaseLineBuffer"] + xL1 = releaseL["x"][releaseL["Start"][0]: releaseL["Start"][0] + releaseL["Length"][0]] + xL2 = releaseL["x"][releaseL["Start"][1]: releaseL["Start"][1] + releaseL["Length"][1]] + yL1 = releaseL["y"][releaseL["Start"][0]: releaseL["Start"][0] + releaseL["Length"][0]] + yL2 = releaseL["y"][releaseL["Start"][1]: releaseL["Start"][1] + releaseL["Length"][1]] -# print('xl1', xL1) -# print('xl2', xL2) -# print('yl1', yL1) -# print('yl2', yL2) + # print('xl1', xL1) + # print('xl2', xL2) + # print('yl1', yL1) + # print('yl2', yL2) - assert len(np.where(xL1 > 3.)[0]) == 0 + assert len(np.where(xL1 > 3.0)[0]) == 0 assert len(np.where(xL1 < -2)[0]) == 0 - assert len(np.where(xL2 > 14.)[0]) == 0 - assert len(np.where(xL2 < 8.)[0]) == 0 + assert len(np.where(xL2 > 14.0)[0]) == 0 + assert len(np.where(xL2 < 8.0)[0]) == 0 assert len(np.where(xL1 > 3.2)[0]) == 0 assert len(np.where(xL2 > 14.2)[0]) == 0 assert len(np.where(xL1 > 3.2)[0]) == 0 assert len(np.where(xL1 < -2.2)[0]) == 0 - assert len(np.where(yL1 > 3.)[0]) == 0 - assert len(np.where(yL1 < -2.)[0]) == 0 - assert len(np.where(yL2 < 8.)[0]) == 0 + assert len(np.where(yL1 > 3.0)[0]) == 0 + assert len(np.where(yL1 < -2.0)[0]) == 0 + assert len(np.where(yL2 < 8.0)[0]) == 0 assert len(np.where(yL2 > 15.2)[0]) == 0 def test_getIniPosition(tmp_path): - """ test get initial position """ + """test get initial position""" # setup required input testDir = pathlib.Path(__file__).parents[0] testD = pathlib.Path(tmp_path) - inputDir = testDir / 'data' / 'testCom1DFA' - cfgFile = inputDir / 'getIniP_com1DFACfg.ini' - cfg, modInfo = cfgUtils.getModuleConfig(com1DFA, fileOverride=cfgFile, - modInfo=True) + inputDir = testDir / "data" / "testCom1DFA" + cfgFile = inputDir / "getIniP_com1DFACfg.ini" + cfg, modInfo = cfgUtils.getModuleConfig(com1DFA, fileOverride=cfgFile, modInfo=True) # add avaDir - cfg['GENERAL']['avalancheDir'] = 'tmp_path' + cfg["GENERAL"]["avalancheDir"] = "tmp_path" # setup dem nCols = 10 nRows = 9 - demOri = {'header': {'ncols': nCols, 'nrows': nRows, 'xllcenter': -15.5, 'yllcenter': -17.5, 'cellsize': 5.}, - 'rasterData': np.ones((nRows, nCols))} + demOri = { + "header": {"ncols": nCols, "nrows": nRows, "xllcenter": -15.5, "yllcenter": -17.5, "cellsize": 5.0}, + "rasterData": np.ones((nRows, nCols)), + } # setup release area info - relRaster = np.zeros((nRows,nCols)) + relRaster = np.zeros((nRows, nCols)) relRaster[3:6, 3:7] = 2.0 - inputSimLines = {'releaseLine': {'Length': np.asarray([5]), 'Start': np.asarray([0]), - 'x': np.asarray([7., 17., 17., 7., 7.]), 'Name': ['rel1'], - 'thickness': [None], 'header': demOri['header'], - 'y': np.asarray([5., 5., 10., 10., 5.]), 'rasterData': relRaster}} + inputSimLines = { + "releaseLine": { + "Length": np.asarray([5]), + "Start": np.asarray([0]), + "x": np.asarray([7.0, 17.0, 17.0, 7.0, 7.0]), + "Name": ["rel1"], + "thickness": [None], + "header": demOri["header"], + "y": np.asarray([5.0, 5.0, 10.0, 10.0, 5.0]), + "rasterData": relRaster, + } + } # get buffered line inputSimLines = pI.createReleaseBuffer(cfg, inputSimLines) @@ -127,36 +172,42 @@ def test_getIniPosition(tmp_path): relRaster2[2, 3:7] = 2.0 relRaster2[3:6, 2:8] = 2.0 relRaster2[6, 3:7] = 2.0 - inputSimLines['releaseLineBuffer']['rasterData'] = relRaster2 + inputSimLines["releaseLineBuffer"]["rasterData"] = relRaster2 # get mesh - dem = com1DFA.initializeMesh(cfg['GENERAL'], demOri, 1) - damFootLinePath = testD / 'dam' / 'damFootLine.shp' - damLine = damCom1DFA.initializeWallLines(cfg['GENERAL'], dem, None, damFootLinePath) - dem['damLine'] = damLine + dem = com1DFA.initializeMesh(cfg["GENERAL"], demOri, 1) + damFootLinePath = testD / "dam" / "damFootLine.shp" + damLine = damCom1DFA.initializeWallLines(cfg["GENERAL"], dem, None, damFootLinePath) + dem["damLine"] = damLine # initialize particles - particles = com1DFA.initializeParticles(cfg['GENERAL'], inputSimLines['releaseLineBuffer'], dem, inputSimLines=inputSimLines, - logName='', relThField='') + particles = com1DFA.initializeParticles( + cfg["GENERAL"], + inputSimLines["releaseLineBuffer"], + dem, + inputSimLines=inputSimLines, + logName="", + relThField="", + ) # initialize fields - particles, fields = com1DFA.initializeFields(cfg, dem, particles, '') + particles, fields = com1DFA.initializeFields(cfg, dem, particles, "") # call function to be tested - particles, fields = pI.getIniPosition(cfg, particles, dem, fields, inputSimLines, '') - - assert len(np.where((particles['x']+particles['xllcenter']) < 7.)[0]) == 0 - assert len(np.where((particles['x']+particles['xllcenter']) > 24.5)[0]) == 0 - assert len(np.where((particles['y']+particles['yllcenter']) < 5.)[0]) == 0 - assert len(np.where((particles['y']+particles['yllcenter']) > 10.)[0]) == 0 - assert len(np.where(particles['m'] != 1250.)[0]) == 0 - assert particles['nPart'] == 16 - assert particles['mTot'] == 20000.0 - assert particles['peakKinEne'] == 0.0 - assert particles['kineticEne'] == 0.0 - assert particles['potentialEne'] == np.sum(9.81 * particles['m'] * particles['z']) - assert particles['peakKinEne'] == 0.0 - assert particles['peakForceSPH'] == 0.0 - assert particles['forceSPHIni'] == 0.0 - assert particles['peakMassFlowing'] == 0 - assert 'mIni' not in particles + particles, fields = pI.getIniPosition(cfg, particles, dem, fields, inputSimLines, "") + + assert len(np.where((particles["x"] + particles["xllcenter"]) < 7.0)[0]) == 0 + assert len(np.where((particles["x"] + particles["xllcenter"]) > 24.5)[0]) == 0 + assert len(np.where((particles["y"] + particles["yllcenter"]) < 5.0)[0]) == 0 + assert len(np.where((particles["y"] + particles["yllcenter"]) > 10.0)[0]) == 0 + assert len(np.where(particles["m"] != 1250.0)[0]) == 0 + assert particles["nPart"] == 16 + assert particles["mTot"] == 20000.0 + assert particles["peakKinEne"] == 0.0 + assert particles["kineticEne"] == 0.0 + assert particles["potentialEne"] == np.sum(9.81 * particles["m"] * particles["z"]) + assert particles["peakKinEne"] == 0.0 + assert particles["peakForceSPH"] == 0.0 + assert particles["forceSPHIni"] == 0.0 + assert particles["peakMassFlowing"] == 0 + assert "mIni" not in particles diff --git a/avaframe/tests/test_plotUtils.py b/avaframe/tests/test_plotUtils.py index 67fe523bf..855ff6cc9 100644 --- a/avaframe/tests/test_plotUtils.py +++ b/avaframe/tests/test_plotUtils.py @@ -1,4 +1,5 @@ """Tests for plotUtils""" + import avaframe.out3Plot.plotUtils as pU import pathlib import datetime @@ -8,21 +9,23 @@ from cmcrameri import cm as cmapCameri import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in2Trans.rasterUtils as IOf +from avaframe.in2Trans.rasterUtils import transformFromASCHeader +import rasterio def test_constrainPlotsToData(): - """ test constraining plots to data """ + """test constraining plots to data""" # setup required input - inputData = np.zeros((10,12)) - inputData[4:7,3:9] = 4. + inputData = np.zeros((10, 12)) + inputData[4:7, 3:9] = 4.0 cellSize = 100 # call function to be tested rowsMin, rowsMax, colsMin, colsMax = pU.constrainPlotsToData(inputData, cellSize, extentOption=False) -# print('rows', rowsMin, rowsMax) -# print('cols', colsMin, colsMax) + # print('rows', rowsMin, rowsMax) + # print('cols', colsMin, colsMax) assert rowsMin == 3 assert rowsMax == 7 @@ -31,15 +34,14 @@ def test_constrainPlotsToData(): # call function to be tested rowsMinPlot, rowsMaxPlot, colsMinPlot, colsMaxPlot, dataConstrained = pU.constrainPlotsToData( - inputData, cellSize, - extentOption=True, - constrainedData=True) + inputData, cellSize, extentOption=True, constrainedData=True + ) -# print('rows', rowsMinPlot, rowsMaxPlot) -# print('cols', colsMinPlot, colsMaxPlot) -# print('dataConstrained', dataConstrained) + # print('rows', rowsMinPlot, rowsMaxPlot) + # print('cols', colsMinPlot, colsMaxPlot) + # print('dataConstrained', dataConstrained) dataConstrainedTest = np.zeros((5, 8)) - dataConstrainedTest[1:4, 1:7] = 4. + dataConstrainedTest[1:4, 1:7] = 4.0 assert rowsMinPlot == 300 assert rowsMaxPlot == 700 @@ -48,7 +50,7 @@ def test_constrainPlotsToData(): assert np.array_equal(dataConstrained, dataConstrainedTest) # call function to be tested - inputData = np.zeros((10,12)) + inputData = np.zeros((10, 12)) rowsMin, rowsMax, colsMin, colsMax = pU.constrainPlotsToData(inputData, cellSize, extentOption=False) assert rowsMin == 0 @@ -58,11 +60,11 @@ def test_constrainPlotsToData(): def test_putAvaNameOnPlot(tmp_path): - """ test put avaName on a plot """ + """test put avaName on a plot""" # setup required input - avaDir = pathlib.Path(tmp_path, 'avaTest') - avaDir2 = pathlib.Path(tmp_path, 'avaTest2') + avaDir = pathlib.Path(tmp_path, "avaTest") + avaDir2 = pathlib.Path(tmp_path, "avaTest2") avaDirL = [avaDir, avaDir2] plt.figure() fig, ax = plt.subplots() @@ -70,25 +72,24 @@ def test_putAvaNameOnPlot(tmp_path): # call function to be tested infoText = pU.putAvaNameOnPlot(ax, avaDir) infoText2 = pU.putAvaNameOnPlot(ax, avaDirL) -# print('info', infoText) -# print('info2', infoText2) - - assert infoText == (datetime.datetime.now().strftime("%d.%m.%y") + '; ' + avaDir.stem) - assert infoText2 == (datetime.datetime.now().strftime("%d.%m.%y") + ';' + 'avaTest;avaTest2') + # print('info', infoText) + # print('info2', infoText2) + assert infoText == (datetime.datetime.now().strftime("%d.%m.%y") + "; " + avaDir.stem) + assert infoText2 == (datetime.datetime.now().strftime("%d.%m.%y") + ";" + "avaTest;avaTest2") # call function to be tested infoText = pU.putAvaNameOnPlot(ax, avaDir, date=False) infoText2 = pU.putAvaNameOnPlot(ax, avaDirL, date=False) -# print('info', infoText) -# print('info2', infoText2) + # print('info', infoText) + # print('info2', infoText2) assert infoText == (avaDir.stem) - assert infoText2 == ('avaTest;avaTest2') + assert infoText2 == ("avaTest;avaTest2") def test_makeColorMap(): - """ test generating a customized colormap """ + """test generating a customized colormap""" # setup required input colormapDict = cmapCameri.lapaz @@ -104,108 +105,124 @@ def test_makeColorMap(): # call function to be tested levMax = 400.0 - colormapDict3 = {'cmap': cmapCameri.hawaii.reversed(), 'colors': ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], - 'levels': [1.0, 10.0, 25.0, 50.0]} + colormapDict3 = { + "cmap": cmapCameri.hawaii.reversed(), + "colors": ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], + "levels": [1.0, 10.0, 25.0, 50.0], + } cmap2, colorsNew2, levelsNew2, norm2 = pU.makeColorMap(colormapDict3, levMin, levMax, continuous=False) assert colorsNew2 == ["#B0F4FA", "#75C165", "#A96C00", "#8B0069", "#8B0069"] assert levelsNew2 == [1.0, 10.0, 25.0, 50.0, 400] assert cmap2.colors == ["#B0F4FA", "#75C165", "#A96C00", "#8B0069", "#8B0069"] # call function to be tested - colormapDict3 = {'cmap': cmapCameri.hawaii.reversed(), 'colors': ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], - 'levels': [1.0, 10.0, 25.0, 50.0, 100.]} + colormapDict3 = { + "cmap": cmapCameri.hawaii.reversed(), + "colors": ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], + "levels": [1.0, 10.0, 25.0, 50.0, 100.0], + } with pytest.raises(AssertionError) as e: assert pU.makeColorMap(colormapDict3, levMin, levMax, continuous=False) assert str(e.value) == "Number of levels is not allowed to exceed number of colors" # call function to be tested levMax = 400.0 - colormapDict4 = {'cmap': cmapCameri.hawaii.reversed(), 'levels': [1.0, 10.0, 25.0, 50.0]} + colormapDict4 = {"cmap": cmapCameri.hawaii.reversed(), "levels": [1.0, 10.0, 25.0, 50.0]} cmap4, colorsNew4, levelsNew4, norm4 = pU.makeColorMap(colormapDict4, levMin, levMax, continuous=False) - assert np.array_equal(colorsNew4[0,:], np.asarray([0.703779, 0.948977, 0.993775, 1.])) - assert np.allclose(colorsNew4[1,:], np.asarray([0.638645, 0.946543, 0.974739, 1.]), atol=1.e-6) - assert np.allclose(colorsNew4[2,:], np.asarray([0.529715, 0.938416, 0.932588, 1.]), atol=1.e-6) - assert np.allclose(colorsNew4[3,:], np.asarray([0.398074, 0.911369, 0.826627, 1.]), atol=1.e-6) + assert np.array_equal(colorsNew4[0, :], np.asarray([0.703779, 0.948977, 0.993775, 1.0])) + assert np.allclose(colorsNew4[1, :], np.asarray([0.638645, 0.946543, 0.974739, 1.0]), atol=1.0e-6) + assert np.allclose(colorsNew4[2, :], np.asarray([0.529715, 0.938416, 0.932588, 1.0]), atol=1.0e-6) + assert np.allclose(colorsNew4[3, :], np.asarray([0.398074, 0.911369, 0.826627, 1.0]), atol=1.0e-6) assert levelsNew4 == [1.0, 10.0, 25.0, 50.0, 400] # call function to be tested levMax = 400.0 - colormapDict5 = {'cmap': cmapCameri.hawaii.reversed(), 'colors': ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"]} + colormapDict5 = { + "cmap": cmapCameri.hawaii.reversed(), + "colors": ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], + } cmap5, colorsNew5, levelsNew5, norm5 = pU.makeColorMap(colormapDict5, levMin, levMax, continuous=False) assert levelsNew5 == [1.0, 100.75, 200.5, 300.25, 400] - # call function to be tested levMax = 400.0 - colormapDict5 = {'cmap': cmapCameri.hawaii.reversed()} + colormapDict5 = {"cmap": cmapCameri.hawaii.reversed()} cmap5, colorsNew5, levelsNew5, norm5 = pU.makeColorMap(colormapDict5, levMin, levMax, continuous=False) assert levelsNew5 == list(np.linspace(1, 400, 6)) # call function to be tested levMax = 400.0 - colormapDict6 = {'colors': ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], - 'levels': [1.0, 10.0, 25.0, 50.0]} + colormapDict6 = { + "colors": ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"], + "levels": [1.0, 10.0, 25.0, 50.0], + } cmap6, colorsNew6, levelsNew6, norm6 = pU.makeColorMap(colormapDict6, levMin, levMax, continuous=True) assert colorsNew6 == ["#B0F4FA", "#75C165", "#A96C00", "#8B0069"] assert levelsNew6 == None # call function to be tested - colormapDict6 = {'levels': [1.0, 10.0, 25.0, 50.0]} + colormapDict6 = {"levels": [1.0, 10.0, 25.0, 50.0]} with pytest.raises(FileNotFoundError) as e: assert pU.makeColorMap(colormapDict6, levMin, levMax, continuous=False) assert str(e.value) == "A `colors` list or a `cmap` is required to create the colormap" # call function to be tested - colormapDict6 = {'levels': [1.0, 10.0, 25.0, 50.0]} + colormapDict6 = {"levels": [1.0, 10.0, 25.0, 50.0]} with pytest.raises(FileNotFoundError) as e: assert pU.makeColorMap(colormapDict6, levMin, levMax, continuous=True) - assert str(e.value) == 'You need a `colors` list or a `cmap` to be able to create the colormap' + assert str(e.value) == "You need a `colors` list or a `cmap` to be able to create the colormap" def test_getColors4Scatter(tmp_path): - """ test put avaName on a plot """ + """test put avaName on a plot""" # no parameter variation, feed a none to the function values = None nSamples = np.size(values) - unitSC = '' - cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter(values, nSamples, unitSC) -# print('colorSC', colorSC) -# print('displayColorBar', displayColorBar) + unitSC = "" + cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter( + values, nSamples, unitSC + ) + # print('colorSC', colorSC) + # print('displayColorBar', displayColorBar) assert np.allclose(colorSC, np.array([0.5, 0.5, 0.5, 0.5, 0.5])) assert displayColorBar is False # parameter variation, feed stings - values = ['a', 'b', 'c', 'c', 'b', 'b'] + values = ["a", "b", "c", "c", "b", "b"] nSamples = np.size(values) - unitSC = '' - cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter(values, nSamples, unitSC) -# print('itemsList', itemsList) -# print('colorSC', colorSC) -# print('ticksSC', ticksSC) -# print('normSC', normSC) -# print('displayColorBar', displayColorBar) - - assert np.allclose(colorSC, np.array([1., 2., 3., 3., 2., 2.])) - assert itemsList == ['a', 'b', 'c'] - assert np.allclose(ticksSC, np.array([1., 2., 3.])) + unitSC = "" + cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter( + values, nSamples, unitSC + ) + # print('itemsList', itemsList) + # print('colorSC', colorSC) + # print('ticksSC', ticksSC) + # print('normSC', normSC) + # print('displayColorBar', displayColorBar) + + assert np.allclose(colorSC, np.array([1.0, 2.0, 3.0, 3.0, 2.0, 2.0])) + assert itemsList == ["a", "b", "c"] + assert np.allclose(ticksSC, np.array([1.0, 2.0, 3.0])) assert displayColorBar is True # parameter variation, feed floats values = np.array([1, 2, 3, -1, 0, 5]) nSamples = np.size(values) - unitSC = 'm' - cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter(values, nSamples, unitSC) -# print('itemsList', itemsList) -# print('colorSC', colorSC) -# print('ticksSC', ticksSC) -# print('normSC', normSC) -# print('displayColorBar', displayColorBar) - - assert np.allclose(colorSC, np.array([1, 2, 3, -1, 0, 5])) - assert itemsList == '' + unitSC = "m" + cmapSC, colorSC, ticksSC, normSC, unitSC, itemsList, displayColorBar = pU.getColors4Scatter( + values, nSamples, unitSC + ) + # print('itemsList', itemsList) + # print('colorSC', colorSC) + # print('ticksSC', ticksSC) + # print('normSC', normSC) + # print('displayColorBar', displayColorBar) + + assert np.allclose(colorSC, np.array([1, 2, 3, -1, 0, 5])) + assert itemsList == "" assert ticksSC is None assert displayColorBar is True @@ -213,72 +230,81 @@ def test_getColors4Scatter(tmp_path): def test_addHillShadeContours(tmp_path): # set up required inputs - testDir = pathlib.Path(tmp_path, 'testsPlots') + testDir = pathlib.Path(tmp_path, "testsPlots") fU.makeADir(testDir) - c = np.array([1,2,3,4]) - field1 = np.tile(c,(4,1)) + c = np.array([1, 2, 3, 4]) + field1 = np.tile(c, (4, 1)) for row in range(field1.shape[0]): - field1[row, :] = field1[row,:] * (row+1) - header = {'cellsize': 1, 'xllcenter': 0, 'yllcenter': 0, 'nrows': 4, 'ncols': 4, 'nodata_value': -9999} - - outFileName = testDir / 'testDEM.asc' + field1[row, :] = field1[row, :] * (row + 1) + header = {"cellsize": 1, "xllcenter": 0, "yllcenter": 0, "nrows": 4, "ncols": 4, "nodata_value": -9999} + header["driver"] = "AAIGrid" + transform = transformFromASCHeader(header) + header["transform"] = transform + header["crs"] = rasterio.crs.CRS() + + outFileName = testDir / "testDEM.asc" IOf.writeResultToRaster(header, field1, outFileName, flip=False) - - field2 = np.zeros((4,4)) +10. - outFileName2 = testDir / 'testData.asc' + field2 = np.zeros((4, 4)) + 10.0 + outFileName2 = testDir / "testData.asc" IOf.writeResultToRaster(header, field2, outFileName2, flip=False) - rowsMin, rowsMax, colsMin, colsMax = pU.constrainPlotsToData(field2, header['cellsize']) + rowsMin, rowsMax, colsMin, colsMax = pU.constrainPlotsToData(field2, header["cellsize"]) xllcenter = header["xllcenter"] yllcenter = header["yllcenter"] - rowsMinPlot = rowsMin * header['cellsize'] + yllcenter - rowsMaxPlot = (rowsMax) * header['cellsize'] + yllcenter - colsMinPlot = colsMin * header['cellsize'] + xllcenter - colsMaxPlot = (colsMax) * header['cellsize'] + xllcenter + rowsMinPlot = rowsMin * header["cellsize"] + yllcenter + rowsMaxPlot = (rowsMax) * header["cellsize"] + yllcenter + colsMinPlot = colsMin * header["cellsize"] + xllcenter + colsMaxPlot = (colsMax) * header["cellsize"] + xllcenter extent = [colsMinPlot, colsMaxPlot, rowsMinPlot, rowsMaxPlot] -# print('EXT', extent) + # print('EXT', extent) fig, ax = plt.subplots() - ls, CS = pU.addHillShadeContours(ax, field1, header['cellsize'], extent, colors=["gray"], onlyContours=False) + ls, CS = pU.addHillShadeContours( + ax, field1, header["cellsize"], extent, colors=["gray"], onlyContours=False + ) assert CS != None # call function to be tested - xmin = header['xllcenter'] - xmax = header['xllcenter'] + header['cellsize']*(header['ncols']) - ymin = header['yllcenter'] - ymax = header['yllcenter'] + header['cellsize']*(header['nrows']) + xmin = header["xllcenter"] + xmax = header["xllcenter"] + header["cellsize"] * (header["ncols"]) + ymin = header["yllcenter"] + ymax = header["yllcenter"] + header["cellsize"] * (header["nrows"]) extent2 = [xmin, xmax, ymin, ymax] -# print('extent2 is', extent2) + # print('extent2 is', extent2) with pytest.raises(AssertionError) as e: - assert pU.addHillShadeContours(ax, field1, header['cellsize'], extent2, colors=["gray"], onlyContours=False) - assert 'Extent of dem data for hillshade and provided extent' in str(e.value) + assert pU.addHillShadeContours( + ax, field1, header["cellsize"], extent2, colors=["gray"], onlyContours=False + ) + assert "Extent of dem data for hillshade and provided extent" in str(e.value) def test_checkMeshgridInputs(): - """ test if inputs for meshgrid are correct shapewise """ + """test if inputs for meshgrid are correct shapewise""" # setup required inputs - data = np.zeros((8,10)) + data = np.zeros((8, 10)) cellSize = 5 - rowsMin, rowsMax, colsMin, colsMax, dataConstrained = pU.constrainPlotsToData(data, cellSize, - extentOption=False, constrainedData=True) - header = {'cellsize': 5, 'xllcenter': 0, 'yllcenter': 0, 'nrows': 8, 'ncols': 10, 'nodata_value': -9999} - rowsMinPlot = rowsMin*cellSize + header['yllcenter'] - rowsMaxPlot = (rowsMax)*cellSize + header['yllcenter'] - colsMinPlot = colsMin*cellSize + header['xllcenter'] - colsMaxPlot = (colsMax)*cellSize + header['xllcenter'] + rowsMin, rowsMax, colsMin, colsMax, dataConstrained = pU.constrainPlotsToData( + data, cellSize, extentOption=False, constrainedData=True + ) + header = {"cellsize": 5, "xllcenter": 0, "yllcenter": 0, "nrows": 8, "ncols": 10, "nodata_value": -9999} + rowsMinPlot = rowsMin * cellSize + header["yllcenter"] + rowsMaxPlot = (rowsMax) * cellSize + header["yllcenter"] + colsMinPlot = colsMin * cellSize + header["xllcenter"] + colsMaxPlot = (colsMax) * cellSize + header["xllcenter"] # create meshgrid for contour plot also constrained to where there is data xx = np.linspace(colsMinPlot, colsMaxPlot, data.shape[1]) yy = np.linspace(rowsMinPlot, rowsMaxPlot, data.shape[0]) pU.checkMeshgridInputs(xx, yy, cellSize, data, plotName="") - - x2 = np.linspace(colsMinPlot, colsMaxPlot+1, data.shape[1]) - y2 = np.linspace(rowsMinPlot, rowsMaxPlot+1, data.shape[0]) + x2 = np.linspace(colsMinPlot, colsMaxPlot + 1, data.shape[1]) + y2 = np.linspace(rowsMinPlot, rowsMaxPlot + 1, data.shape[0]) with pytest.raises(AssertionError) as e: assert pU.checkMeshgridInputs(x2, y2, cellSize, data, plotName="") - assert 'Meshgrid coordinates created have a different spacing between points than cell centers of the corresponding data ' in str(e.value) - + assert ( + "Meshgrid coordinates created have a different spacing between points than cell centers of the corresponding data " + in str(e.value) + ) diff --git a/avaframe/tests/test_probAna.py b/avaframe/tests/test_probAna.py index 9b5e0e196..0a6e4aab7 100644 --- a/avaframe/tests/test_probAna.py +++ b/avaframe/tests/test_probAna.py @@ -43,13 +43,11 @@ def test_probAnalysis(tmp_path): # provide optional filter criteria for simulations parametersDict = fU.getFilterDict(cfg, 'FILTER') -# print('PARAMETERSDIC', parametersDict) - # call function to test pA.probAnalysis(avaDirtmp, cfg, 'com1DFA', parametersDict=parametersDict, inputDir='') - probTest = np.loadtxt(os.path.join(avaDirtmp, 'Outputs', - 'ana4Stats', - 'avaParabola_prob__ppr_lim1.0.asc'), skiprows=6) + outputPath = os.path.join(avaDirtmp, 'Outputs', 'ana4Stats', 'avaParabola_prob__ppr_lim1.0.asc') + print(outputPath) + probTest = np.loadtxt(outputPath, skiprows=6) # Load reference solution probSol = np.loadtxt(os.path.join(inputDir1, 'avaParabola_prob__ppr_lim1.0.txt'), skiprows=6) diff --git a/avaframe/tests/test_runD2Th.py b/avaframe/tests/test_runD2Th.py index 411291869..92fcdf73f 100644 --- a/avaframe/tests/test_runD2Th.py +++ b/avaframe/tests/test_runD2Th.py @@ -9,7 +9,9 @@ import configparser import pathlib import shutil +import rasterio +from avaframe.in2Trans.rasterUtils import transformFromASCHeader from avaframe.runScripts import runD2Th import avaframe.in3Utils.fileHandlerUtils as fU import avaframe.in2Trans.rasterUtils as IOf @@ -21,37 +23,45 @@ def test_runD2Th(tmp_path): # setup required input data comMod = "com1DFA" resType = "pft" - num = 6 profileAxis = "x" profileIndex = 200 dirName = pathlib.Path(__file__).parents[0] avaDir = pathlib.Path(tmp_path, "data", "avatestD") pDir = avaDir / "Outputs" / comMod / "peakFiles" - inDir = avaDir / 'Inputs' + inDir = avaDir / "Inputs" fU.makeADir(pDir) fU.makeADir(inDir) demPath = dirName / ".." / "data" / "avaInclinedPlane" / "Inputs" / "DEM_IP_Topo.asc" demPath2 = avaDir / "Inputs" / "DEM_PF_Topo.asc" shutil.copy(demPath, demPath2) -# print('DEMPATH', demPath2) # test depth testDepth = np.ones((401, 1001)) - outFile = pDir / 'release1IP_testID_C_L_null_dfa_pft.asc' - testHeader ={'cellsize': 5., 'nrows': 401, 'ncols': 1001, 'xllcenter': 1000., 'yllcenter': -5000., - 'nodata_value': -9999} - IOf.writeResultToRaster(testHeader, testDepth, outFile, flip=True) + outFile = pDir / "release1IP_testID_C_L_null_dfa_pft.asc" + testHeader = { + "cellsize": 5.0, + "nrows": 401, + "ncols": 1001, + "xllcenter": 1000.0, + "yllcenter": -5000.0, + "nodata_value": -9999, + "driver": "AAIGrid", + } + + testHeader["transform"] = transformFromASCHeader(testHeader) + testHeader["crs"] = rasterio.crs.CRS() + IOf.writeResultToRaster(testHeader, testDepth, outFile.parent / outFile.stem, flip=True) + + print("out:", outFile) # call funct runD2Th.runD2Th(avaDir, comMod, resType, profileAxis, profileIndex) # read thickness - thFile = pDir / 'transformed' / 'release1IP_testID_C_L_null_dfatransformed_pft.asc' + thFile = pDir / "transformed" / "release1IP_testID_C_L_null_dfatransformed_pft.asc" + print(thFile) thicknessField = IOf.readRaster(thFile) - thickness = thicknessField['rasterData'] - -# print('min ', np.amin(thickness), 'max ', np.amax(thickness), 'mean ', np.mean(thickness)) -# print('value', 1. * np.cos(np.deg2rad(34.))) - assert np.isclose(np.mean(thickness), 1. * np.cos(np.deg2rad(34.))) + thickness = thicknessField["rasterData"] + assert np.isclose(np.mean(thickness), 1.0 * np.cos(np.deg2rad(34.0))) From 342a0b50d70d34b3167d8c4d3fca473776a94e1b Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 6 Feb 2025 09:13:48 +0100 Subject: [PATCH 4/4] feat(in2Trans): readd ascUtils module (addGdalStuff) This commit readds the `ascUtils` module, which provides functionality for reading and writing ASCII grid files. All functions include deprecation warnings, directing users to the `rasterUtils` module for replacements. --- avaframe/in2Trans/ascUtils.py | 186 ++++++++++++++++++++++++++++++++++ 1 file changed, 186 insertions(+) create mode 100644 avaframe/in2Trans/ascUtils.py diff --git a/avaframe/in2Trans/ascUtils.py b/avaframe/in2Trans/ascUtils.py new file mode 100644 index 000000000..cdd773c11 --- /dev/null +++ b/avaframe/in2Trans/ascUtils.py @@ -0,0 +1,186 @@ +""" + ASCII file reader and handler + +""" + +import logging + +import numpy as np + +# create local logger +log = logging.getLogger(__name__) + + +def readASCheader(fname): + """return a class with information from an ascii file header + + Parameters + ----------- + + fname: str or pathlib object + path to ascii file + + Returns + -------- + headerInfo: class + information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) + """ + + # read header + log.warning("This function is deprecated. Look at rasterUtils for replacements.") + headerRows = 6 # six rows for header information + headerInfo = ( + {} + ) # store header information including ncols, nrows, xllcorner, yllcorner, cellsize, nodata_value + rowCount = 1 + with open(str(fname), "rt") as fileH: + for line in fileH: + if rowCount <= headerRows: + line = line.split() + headerInfo[line[0].lower()] = float(line[1]) + else: + break + rowCount = rowCount + 1 + + if ("xllcenter" not in headerInfo and "xllcorner" in headerInfo) and ( + "yllcenter" not in headerInfo and "yllcorner" in headerInfo + ): + headerInfo["xllcenter"] = headerInfo["xllcorner"] + headerInfo["cellsize"] / 2 + headerInfo["yllcenter"] = headerInfo["yllcorner"] + headerInfo["cellsize"] / 2 + # remove xllcorner, yllcorner + headerInfo.pop("xllcorner") + headerInfo.pop("yllcorner") + + # convert ncols and nrows to int + headerInfo["ncols"] = int(headerInfo["ncols"]) + headerInfo["nrows"] = int(headerInfo["nrows"]) + + headerItems = [item.lower() for item in list(headerInfo.keys())] + if sorted(headerItems) != sorted( + ["cellsize", "nrows", "ncols", "xllcenter", "yllcenter", "nodata_value"] + ): + message = "DEM header is not in correct format - needs to contain values for: cellsize, nrows, ncols, xllcenter(-corner), yllcenter(-corner), nodata_value" + log.error(message) + raise ValueError(message) + + fileH.close() + + return headerInfo + + +def isEqualASCheader(headerA, headerB): + """Test if two headers (A,B) are the same (except for noData Values) + + Parameters + ----------- + headerA: class + headerB: class + + Returns + -------- + boolean: True if header A and B are equal (disregrad the noData field) + """ + log.warning("This function is deprecated. Look at rasterUtils for replacements.") + a = headerA + b = headerB + return ( + (a["ncols"] == b["ncols"]) + and (a["nrows"] == b["nrows"]) + and (a["xllcenter"] == b["xllcenter"]) + and (a["yllcenter"] == b["yllcenter"]) + and (a["cellsize"] == b["cellsize"]) + ) + + +def readASCdata2numpyArray(fName): + """Read ascii matrix as numpy array + + Parameters + ----------- + + fname: str or pathlib object + path to ascii file + + Returns + -------- + -rasterdata : 2D numpy array + 2D numpy array of ascii matrix + """ + log.warning("This function is deprecated. Look at rasterUtils for replacements.") + infile = open(fName, "r") + rasterdata = np.loadtxt(fName, skiprows=6) + infile.close() + return rasterdata + + +def readRaster(fname, noDataToNan=True): + """Read raster file (.asc) + + Parameters + ----------- + + fname: str or pathlib object + path to ascii file + noDataToNan: bool + if True convert nodata_values to nan and set nodata_value to nan + + Returns + -------- + data: dict + -headerInfo: class + information that is stored in header (ncols, nrows, xllcenter, yllcenter, nodata_value) + -rasterdata : 2D numpy array + 2D numpy array of ascii matrix + """ + + log.warning("This function is deprecated. Look at rasterUtils for replacements.") + log.debug("Reading dem : %s", fname) + header = readASCheader(fname) + rasterdata = readASCdata2numpyArray(fname) + + data = {} + data["header"] = header + if noDataToNan: + rasterdata[rasterdata == header["nodata_value"]] = np.nan + data["header"]["nodata_value"] = np.nan + data["rasterData"] = np.flipud(rasterdata) + + return data + + +def writeResultToAsc(header, resultArray, outFileName, flip=False): + """Write 2D array to an ascii file with header and save to location of outFileName + + Parameters + ---------- + header : class + class with methods that give cellsize, nrows, ncols, xllcenter + yllcenter, nodata_value + resultArray : 2D numpy array + 2D numpy array of values that shall be written to file + outFileName : str + path incl. name of file to be written + flip: boolean + if True, flip the rows of the resultArray when writing + """ + + # Open outfile + log.warning("This function is deprecated. Look at rasterUtils for replacements.") + with open(outFileName, "w") as outFile: + # write the header and array values to file + outFile.write("ncols %d\n" % header["ncols"]) + outFile.write("nrows %d\n" % header["nrows"]) + outFile.write("xllcenter %.2f\n" % header["xllcenter"]) + outFile.write("yllcenter %.2f\n" % header["yllcenter"]) + outFile.write("cellsize %.2f\n" % header["cellsize"]) + outFile.write("nodata_value %.2f\n" % header["nodata_value"]) + + M = resultArray.shape[0] + for m in range(M): + if flip: + line = np.array([resultArray[M - m - 1, :]]) + else: + line = np.array([resultArray[m, :]]) + np.savetxt(outFile, line, fmt="%.16g") + + outFile.close()

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