From 918ff6690970e40fd3c1657e26cce88e9e127012 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 17 May 2024 10:34:22 +0200 Subject: [PATCH 01/91] clenaup --- sz_module/requirements.txt | 2 + sz_module/scripts/classcovdeciles.py | 44 ++--- sz_module/scripts/classcovtxt.py | 42 ++--- sz_module/scripts/classvector.py | 48 ++--- sz_module/scripts/classvectorw.py | 48 ++--- sz_module/scripts/cleaning.py | 44 ++--- sz_module/scripts/corrplot.py | 38 ++-- sz_module/scripts/graphs_lsdstats_kernel.py | 38 ++-- sz_module/scripts/lsdanalysis.py | 40 ++--- sz_module/scripts/randomsampler3.py | 46 ++--- sz_module/scripts/selfroc.py | 40 ++--- sz_module/scripts/stat31.py | 45 ++--- sz_module/scripts/tptn.py | 62 +++---- sz_module/sz_module_provider.py | 183 +++++++++++++++++--- 14 files changed, 422 insertions(+), 298 deletions(-) diff --git a/sz_module/requirements.txt b/sz_module/requirements.txt index d5e0602..7e2a735 100644 --- a/sz_module/requirements.txt +++ b/sz_module/requirements.txt @@ -1 +1,3 @@ scikit-learn +pygam +seaborn diff --git a/sz_module/scripts/classcovdeciles.py b/sz_module/scripts/classcovdeciles.py index a269e5c..dd93a59 100644 --- a/sz_module/scripts/classcovdeciles.py +++ b/sz_module/scripts/classcovdeciles.py @@ -60,41 +60,41 @@ from processing.algs.gdal.GdalUtils import GdalUtils class classcovdecAlgorithm(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - FILE = 'FILE' - STRING3 = 'STRING3' - OUTPUT = 'OUTPUT' - NUMBER = 'NUMBER' + # INPUT = 'INPUT' + # STRING = 'STRING' + # FILE = 'FILE' + # STRING3 = 'STRING3' + # OUTPUT = 'OUTPUT' + # NUMBER = 'NUMBER' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return classcovdecAlgorithm() + # def createInstance(self): + # return classcovdecAlgorithm() - def name(self): - return 'classy filed in quantiles' + # def name(self): + # return 'classy filed in quantiles' - def displayName(self): - return self.tr('07 Classify field in quantiles') + # def displayName(self): + # return self.tr('07 Classify field in quantiles') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("Apply classification to field in quantiles") + # def shortHelpString(self): + # return self.tr("Apply classification to field in quantiles") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('covariates'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterString(self.STRING3, 'new field name', defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('number of percentile (4=quartiles, 10=deciles)'), type=QgsProcessingParameterNumber.Integer, defaultValue = 10, minValue=1)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} diff --git a/sz_module/scripts/classcovtxt.py b/sz_module/scripts/classcovtxt.py index 7613307..98332e3 100644 --- a/sz_module/scripts/classcovtxt.py +++ b/sz_module/scripts/classcovtxt.py @@ -56,40 +56,40 @@ from processing.algs.gdal.GdalUtils import GdalUtils class classcovtxtAlgorithm(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - FILE = 'FILE' - STRING3 = 'STRING3' - OUTPUT = 'OUTPUT' + # INPUT = 'INPUT' + # STRING = 'STRING' + # FILE = 'FILE' + # STRING3 = 'STRING3' + # OUTPUT = 'OUTPUT' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return classcovtxtAlgorithm() + # def createInstance(self): + # return classcovtxtAlgorithm() - def name(self): - return 'classy filed by file.txt' + # def name(self): + # return 'classy filed by file.txt' - def displayName(self): - return self.tr('06 Classify field by file.txt') + # def displayName(self): + # return self.tr('06 Classify field by file.txt') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("Apply classification to field from file.txt i.e value_1 value_2 class_1") + # def shortHelpString(self): + # return self.tr("Apply classification to field from file.txt i.e value_1 value_2 class_1") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('covariates'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterFile(self.FILE, 'Txt classes', QgsProcessingParameterFile.File, '', defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterString(self.STRING3, 'new field name', defaultValue=None)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} diff --git a/sz_module/scripts/classvector.py b/sz_module/scripts/classvector.py index 24b156f..b0c11ae 100755 --- a/sz_module/scripts/classvector.py +++ b/sz_module/scripts/classvector.py @@ -85,44 +85,44 @@ import tempfile class classvAlgorithm(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - STRING2 = 'STRING2' - #STRING3 = 'STRING3' - NUMBER = 'classes' - OUTPUT1 = 'OUTPUT1' - OUTPUT2 = 'OUTPUT2' - OUTPUT3 = 'OUTPUT3' + # INPUT = 'INPUT' + # STRING = 'STRING' + # STRING2 = 'STRING2' + # #STRING3 = 'STRING3' + # NUMBER = 'classes' + # OUTPUT1 = 'OUTPUT1' + # OUTPUT2 = 'OUTPUT2' + # OUTPUT3 = 'OUTPUT3' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return classvAlgorithm() + # def createInstance(self): + # return classvAlgorithm() - def name(self): - return 'classy vector by ROC' + # def name(self): + # return 'classy vector by ROC' - def displayName(self): - return self.tr('01 Classify vector by ROC') + # def displayName(self): + # return self.tr('01 Classify vector by ROC') - def group(self): - return self.tr('04 Classify SI') + # def group(self): + # return self.tr('04 Classify SI') - def groupId(self): - return '04 Classify SI' + # def groupId(self): + # return '04 Classify SI' - def shortHelpString(self): - return self.tr("Classifies a index (SI) maximizing the AUC of the relative ROC curve.") + # def shortHelpString(self): + # return self.tr("Classifies a index (SI) maximizing the AUC of the relative ROC curve.") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Number of classes'), type=QgsProcessingParameterNumber.Integer, defaultValue = None, minValue=1)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Folder destination', defaultValue=None, createByDefault = True)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() #parameters['classes']=5 # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the diff --git a/sz_module/scripts/classvectorw.py b/sz_module/scripts/classvectorw.py index 4837c80..a78eeca 100755 --- a/sz_module/scripts/classvectorw.py +++ b/sz_module/scripts/classvectorw.py @@ -91,37 +91,37 @@ import tempfile class classvAlgorithmW(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - STRING2 = 'STRING2' - STRING3 = 'STRING3' - NUMBER = 'classes' - OUTPUT1 = 'OUTPUT1' - OUTPUT2 = 'OUTPUT2' - OUTPUT3 = 'OUTPUT3' + # INPUT = 'INPUT' + # STRING = 'STRING' + # STRING2 = 'STRING2' + # STRING3 = 'STRING3' + # NUMBER = 'classes' + # OUTPUT1 = 'OUTPUT1' + # OUTPUT2 = 'OUTPUT2' + # OUTPUT3 = 'OUTPUT3' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return classvAlgorithmW() + # def createInstance(self): + # return classvAlgorithmW() - def name(self): - return 'classy vector wROC' + # def name(self): + # return 'classy vector wROC' - def displayName(self): - return self.tr('02 Classify vector by weighted ROC') + # def displayName(self): + # return self.tr('02 Classify vector by weighted ROC') - def group(self): - return self.tr('04 Classify SI') + # def group(self): + # return self.tr('04 Classify SI') - def groupId(self): - return '04 Classify SI' + # def groupId(self): + # return '04 Classify SI' - def shortHelpString(self): - return self.tr("Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve.") + # def shortHelpString(self): + # return self.tr("Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve.") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) @@ -131,7 +131,7 @@ def initAlgorithm(self, config=None): - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() #parameters['classes']=5 # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the diff --git a/sz_module/scripts/cleaning.py b/sz_module/scripts/cleaning.py index 7e64dec..0ac1665 100755 --- a/sz_module/scripts/cleaning.py +++ b/sz_module/scripts/cleaning.py @@ -56,17 +56,17 @@ class cleankernelAlgorithm(QgsProcessingAlgorithm): - INPUT = 'Inventory' - INPUT1 = 'Slope' - EXTENT = 'Extension' - NUMBER = 'BufferRadiousInPxl' - NUMBER1 = 'minSlopeAcceptable' - OUTPUT = 'OUTPUT' + # INPUT = 'Inventory' + # INPUT1 = 'Slope' + # EXTENT = 'Extension' + # NUMBER = 'BufferRadiousInPxl' + # NUMBER1 = 'minSlopeAcceptable' + # OUTPUT = 'OUTPUT' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) @@ -79,7 +79,7 @@ def initAlgorithm(self, config=None): self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Min value acceptable'), type=QgsProcessingParameterNumber.Integer)) - def processAlgorithm(self, parameters, context, feedback): + def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, feedback) @@ -258,20 +258,20 @@ def saveV(self, parameters): ds = None return parameters['OUTPUT'] - def createInstance(self): - return cleankernelAlgorithm() + # def createInstance(self): + # return cleankernelAlgorithm() - def name(self): - return 'clean points' + # def name(self): + # return 'clean points' - def displayName(self): - return self.tr('01 Clean Points By Raster Kernel Value') + # def displayName(self): + # return self.tr('01 Clean Points By Raster Kernel Value') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("It selects and remove features from point vector by a kernel raster condition") + # def shortHelpString(self): + # return self.tr("It selects and remove features from point vector by a kernel raster condition") diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index 91fe11e..a951528 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -56,37 +56,37 @@ import seaborn as sns class CorrAlgorithm(QgsProcessingAlgorithm): - INPUT = 'covariates' - STRING = 'field1' - OUTPUT3 = 'OUTPUT3' + # INPUT = 'covariates' + # STRING = 'field1' + # OUTPUT3 = 'OUTPUT3' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return CorrAlgorithm() + # def createInstance(self): + # return CorrAlgorithm() - def name(self): - return 'Correlation plot' + # def name(self): + # return 'Correlation plot' - def displayName(self): - return self.tr('08 Correlation plot') + # def displayName(self): + # return self.tr('08 Correlation plot') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("This function calculate the correlation plot between continuous variables") + # def shortHelpString(self): + # return self.tr("This function calculate the correlation plot between continuous variables") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Continuous independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) - def processAlgorithm(self, parameters, context, feedback): + def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} diff --git a/sz_module/scripts/graphs_lsdstats_kernel.py b/sz_module/scripts/graphs_lsdstats_kernel.py index 3275234..49fbfbd 100755 --- a/sz_module/scripts/graphs_lsdstats_kernel.py +++ b/sz_module/scripts/graphs_lsdstats_kernel.py @@ -89,32 +89,32 @@ # from plotly.subplots import make_subplots class statistickernel(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - FOLDER = 'FOLDER' + # INPUT = 'INPUT' + # STRING = 'STRING' + # FOLDER = 'FOLDER' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return statistickernel() + # def createInstance(self): + # return statistickernel() - def name(self): - return 'points kernel graphs' + # def name(self): + # return 'points kernel graphs' - def displayName(self): - return self.tr('04 Points kernel graphs') + # def displayName(self): + # return self.tr('04 Points kernel graphs') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("It creates graphs of '03 Points Kernel Statistics' output") + # def shortHelpString(self): + # return self.tr("It creates graphs of '03 Points Kernel Statistics' output") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) #self.addParameter(QgsProcessingParameterNumber('BufferRadiousInPxl', 'Buffer radiou in pixels', type=QgsProcessingParameterNumber.Integer, defaultValue = 2, minValue=1)) #self.addParameter(QgsProcessingParameterFileDestination('outcsv', 'outcsv', '*.csv', defaultValue='/media/jack/MyBook/irpi/OutputPaperBRI/Travis/lsd06-2020.csv')) @@ -127,7 +127,7 @@ def initAlgorithm(self, config=None): #self.addParameter(QgsProcessingParameterVectorDestination('Out', 'out', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) #parameters['fieldID']='ev_id' - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} diff --git a/sz_module/scripts/lsdanalysis.py b/sz_module/scripts/lsdanalysis.py index ec99eaa..8aaf569 100755 --- a/sz_module/scripts/lsdanalysis.py +++ b/sz_module/scripts/lsdanalysis.py @@ -78,33 +78,33 @@ import plotly.graph_objs as go class statistic(QgsProcessingAlgorithm): - INPUT = 'lsd' - OUTPUT = 'OUTPUT' - STRING = 'fieldID' - FOLDER = 'folder' + # INPUT = 'INPUT' + # OUTPUT = 'OUTPUT' + # STRING = 'STRING' + # FOLDER = 'FOLDER' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return statistic() + # def createInstance(self): + # return statistic() - def name(self): - return 'attributes analysis' + # def name(self): + # return 'attributes analysis' - def displayName(self): - return self.tr('02 Attribute Table Statistics') + # def displayName(self): + # return self.tr('02 Attribute Table Statistics') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("analysis of the points density distribution by attribute fields") + # def shortHelpString(self): + # return self.tr("analysis of the points density distribution by attribute fields") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Vector'), types=[QgsProcessing.TypeVectorAnyGeometry], defaultValue=None)) #self.addParameter(QgsProcessingParameterField('fieldID', 'fieldID', type=QgsProcessingParameterField.Any, parentLayerParameterName='lsd', allowMultiple=False, defaultValue=None)) @@ -113,7 +113,7 @@ def initAlgorithm(self, config=None): self.addParameter(QgsProcessingParameterFolderDestination(self.FOLDER, 'Folder destination', defaultValue=None,createByDefault = True)) #parameters['fieldID']='ev_id' - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} diff --git a/sz_module/scripts/randomsampler3.py b/sz_module/scripts/randomsampler3.py index 1623865..367e0f0 100755 --- a/sz_module/scripts/randomsampler3.py +++ b/sz_module/scripts/randomsampler3.py @@ -54,36 +54,36 @@ import tempfile class samplerAlgorithm(QgsProcessingAlgorithm): - INPUT = 'lsd' - OUTPUT1 = 'vout' - OUTPUT2 = 'tout' - MASK = 'poly' - NUMBER = 'w' - NUMBER1 = 'h' - NUMBER2 = 'train' + # INPUT = 'lsd' + # OUTPUT1 = 'vout' + # OUTPUT2 = 'tout' + # MASK = 'poly' + # NUMBER = 'w' + # NUMBER1 = 'h' + # NUMBER2 = 'train' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return samplerAlgorithm() + # def createInstance(self): + # return samplerAlgorithm() - def name(self): - return 'points sampler' + # def name(self): + # return 'points sampler' - def displayName(self): - return self.tr('05 Points Sampler') + # def displayName(self): + # return self.tr('05 Points Sampler') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("Sample randomly training and validating datasets with the contraint to have only training or validating points per pixel") + # def shortHelpString(self): + # return self.tr("Sample randomly training and validating datasets with the contraint to have only training or validating points per pixel") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) self.addParameter(QgsProcessingParameterVectorLayer(self.MASK, self.tr('Contour polygon'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, 'Pixel width', type=QgsProcessingParameterNumber.Integer, defaultValue = 0, minValue=0)) @@ -92,7 +92,7 @@ def initAlgorithm(self, config=None): self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Layer of sample', defaultValue=None, fileFilter='ESRI Shapefile (*.shp *.SHP)')) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT2, 'Layer of 1-sample', defaultValue=None, fileFilter='ESRI Shapefile (*.shp *.SHP)')) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, model_feedback) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index b71f96d..5baa6e3 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -86,39 +86,39 @@ import os class rocGenerator(QgsProcessingAlgorithm): - INPUT = 'INPUT' - STRING = 'STRING' - STRING2 = 'STRING2' - OUTPUT3 = 'OUTPUT3' + # INPUT = 'INPUT' + # STRING = 'STRING' + # STRING2 = 'STRING2' + # OUTPUT3 = 'OUTPUT3' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return rocGenerator() + # def createInstance(self): + # return rocGenerator() - def name(self): - return 'ROC' + # def name(self): + # return 'ROC' - def displayName(self): - return self.tr('04 ROC') + # def displayName(self): + # return self.tr('04 ROC') - def group(self): - return self.tr('04 Classify SI') + # def group(self): + # return self.tr('04 Classify SI') - def groupId(self): - return '04 Classify SI' + # def groupId(self): + # return '04 Classify SI' - def shortHelpString(self): - return self.tr("ROC curve creator") + # def shortHelpString(self): + # return self.tr("ROC curve creator") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Folder destination', defaultValue=None, createByDefault = True)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() #parameters['classes']=5 # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the diff --git a/sz_module/scripts/stat31.py b/sz_module/scripts/stat31.py index 29a97eb..4fd0383 100755 --- a/sz_module/scripts/stat31.py +++ b/sz_module/scripts/stat31.py @@ -70,40 +70,41 @@ from qgis.utils import iface from processing.algs.gdal.GdalUtils import GdalUtils import tempfile +import os class rasterstatkernelAlgorithm(QgsProcessingAlgorithm): - INPUT = 'INPUT' - INPUT1 = 'INPUT1' - OUTPUT = 'OUTPUT' - EXTENT = 'POLY' - RADIUS = 'BufferRadiousInPxl' + # INPUT = 'INPUT' + # INPUT1 = 'INPUT1' + # OUTPUT = 'OUTPUT' + # EXTENT = 'POLY' + # RADIUS = 'BufferRadiousInPxl' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return rasterstatkernelAlgorithm() + # def createInstance(self): + # return rasterstatkernelAlgorithm() - def name(self): - return 'kernel stat' + # def name(self): + # return 'kernel stat' - def displayName(self): - return self.tr('03 Points Kernel Statistics') + # def displayName(self): + # return self.tr('03 Points Kernel Statistics') - def group(self): - return self.tr('01 Data preparation') + # def group(self): + # return self.tr('01 Data preparation') - def groupId(self): - return '01 Data preparation' + # def groupId(self): + # return '01 Data preparation' - def shortHelpString(self): - return self.tr("It calculates kernel statistic from raster around points: real, max, min, std, sum, average, range") + # def shortHelpString(self): + # return self.tr("It calculates kernel statistic from raster around points: real, max, min, std, sum, average, range") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) self.addParameter(QgsProcessingParameterVectorLayer(self.EXTENT, self.tr('Contour polygon'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.RADIUS, 'Buffer radious in pixels', type=QgsProcessingParameterNumber.Integer, defaultValue = 4, minValue=1)) + self.addParameter(QgsProcessingParameterNumber(self.NUMBER, 'Buffer radious in pixels', type=QgsProcessingParameterNumber.Integer, defaultValue = 4, minValue=1)) #self.addParameter(QgsProcessingParameterNumber('minSlopeAcceptable', 'Min slope acceptable', type=QgsProcessingParameterNumber.Integer, defaultValue = 3, minValue=1)) #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue='/tmp/nasa_1km3857clean_r6s3SE250mcomplete.shp')) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, self.tr('Output layer'), defaultValue=None,fileFilter='ESRI Shapefile (*.shp *.SHP)')) @@ -111,7 +112,7 @@ def initAlgorithm(self, config=None): #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT1, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} diff --git a/sz_module/scripts/tptn.py b/sz_module/scripts/tptn.py index 2dcbe2d..b7518b4 100644 --- a/sz_module/scripts/tptn.py +++ b/sz_module/scripts/tptn.py @@ -94,48 +94,44 @@ class FPAlgorithm(QgsProcessingAlgorithm): - INPUT = 'covariates' - STRING = 'field1' - #STRING1 = 'field2' - STRING2 = 'fieldlsd' - #INPUT1 = 'Slope' - #EXTENT = 'Extension' - NUMBER = 'testN' - #NUMBER1 = 'minSlopeAcceptable' - OUTPUT = 'OUTPUT' - #OUTPUT1 = 'OUTPUT1' - #OUTPUT2 = 'OUTPUT2' - #OUTPUT3 = 'OUTPUT3' + # INPUT = 'covariates' + # STRING = 'field1' + # #STRING1 = 'field2' + # STRING2 = 'fieldlsd' + # #INPUT1 = 'Slope' + # #EXTENT = 'Extension' + # NUMBER = 'testN' + # #NUMBER1 = 'minSlopeAcceptable' + # OUTPUT = 'OUTPUT' + # #OUTPUT1 = 'OUTPUT1' + # #OUTPUT2 = 'OUTPUT2' + # #OUTPUT3 = 'OUTPUT3' - def tr(self, string): - return QCoreApplication.translate('Processing', string) + # def tr(self, string): + # return QCoreApplication.translate('Processing', string) - def createInstance(self): - return FPAlgorithm() + # def createInstance(self): + # return FPAlgorithm() - def name(self): - return 'TpTnFpFn' + # def name(self): + # return 'TpTnFpFn' - def displayName(self): - return self.tr('03 Confusion Matrix') + # def displayName(self): + # return self.tr('03 Confusion Matrix') - def group(self): - return self.tr('04 Classify SI') + # def group(self): + # return self.tr('04 Classify SI') - def groupId(self): - return '04 Classify SI' + # def groupId(self): + # return '04 Classify SI' - def shortHelpString(self): - return self.tr("This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)") + # def shortHelpString(self): + # return self.tr("This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)") - def initAlgorithm(self, config=None): + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) #self.addParameter( QgsProcessingParameterFeatureSource(self.INPUT,self.tr('Covariates'),[QgsProcessing.TypeVectorPolygon],defaultValue='covariatesclassed')) - - - - #self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) #self.addParameter(QgsProcessingParameterField(self.STRING1, 'Last field of covariates', parentLayerParameterName=self.INPUT, defaultValue=None)) #self.addParameter(QgsProcessingParameterField('field', 'field', type=QgsProcessingParameterField.Any, parentLayerParameterName='v', allowMultiple=True, defaultValue=None)) @@ -144,8 +140,6 @@ def initAlgorithm(self, config=None): self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Cutoff percentile (if empty use the YOUDEN index)'), minValue=1,type=QgsProcessingParameterNumber.Integer,optional=True)) - - #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) #self.addParameter(QgsProcessingParameterVectorDestination(self.OUTPUT, self.tr('Output layer'), type=QgsProcessing.TypeVectorPolygon, createByDefault=True, defaultValue=None)) @@ -156,7 +150,7 @@ def initAlgorithm(self, config=None): #self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) - def processAlgorithm(self, parameters, context, feedback): + def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 13027ee..91145f5 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -224,8 +224,8 @@ def loadAlgorithms(self): 'function': CoreAlgorithmGAM, 'name':'Fit-CV_GAM', 'displayName':'07 GAM', - 'group':'SI', - 'groupId':'SI', + 'group':'02 SI', + 'groupId':'02 SI', 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -235,8 +235,8 @@ def loadAlgorithms(self): 'function': CoreAlgorithmGAM_cv, 'name':'Fit-CV_GAMcv', 'displayName':'07 GAM', - 'group':'SI k-fold', - 'groupId':'SI k-fold', + 'group':'03 SI k-fold', + 'groupId':'03 SI k-fold', 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -246,31 +246,150 @@ def loadAlgorithms(self): 'function': CoreAlgorithmGAM_trans, 'name':'Transfer_GAM', 'displayName':'01 GAM', - 'group':'SI Transfer', - 'groupId':'SI Transfer', + 'group':'04 SI Transfer', + 'groupId':'04 SI Transfer', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } self.addAlgorithm(Instance(dict_of_scripts)) - self.addAlgorithm(classcovtxtAlgorithm()) - self.addAlgorithm(classcovdecAlgorithm()) + + ############## + dict_of_scripts={ + 'alg': 'classcovtxt', + 'function': classcovtxtAlgorithm, + 'name':'classy filed by file.txt', + 'displayName':'06 Classify field by file.txt', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"Apply classification to field from file.txt i.e value_1 value_2 class_1", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'classcovdec', + 'function': classcovdecAlgorithm, + 'name':'classy filed in quantiles', + 'displayName':'07 Classify field in quantiles', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"Apply classification to field in quantiles", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + ##self.addAlgorithm(polytogridAlgorithm()) #self.addAlgorithm(pointtogridAlgorithm()) - self.addAlgorithm(statistic()) + dict_of_scripts={ + 'alg': 'statistic', + 'function': statistic, + 'name':'attributes analysis', + 'displayName':'02 Attribute Table Statistics', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"analysis of the points density distribution by attribute fields", + } + self.addAlgorithm(Instance(dict_of_scripts)) #self.addAlgorithm(classAlgorithm()) #self.addAlgorithm(rocAlgorithm()) #self.addAlgorithm(matrixAlgorithm()) - self.addAlgorithm(rocGenerator()) + dict_of_scripts={ + 'alg': 'rocGenerator', + 'function': rocGenerator, + 'name':'ROC', + 'displayName':'04 ROC', + 'group':'05 Classify SI', + 'groupId':'05 Classify SI', + 'shortHelpString':"ROC curve creator", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'cleankernel', + 'function': cleankernelAlgorithm, + 'name':'clean points', + 'displayName':'01 Clean Points By Raster Kernel Value', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"It selects and remove features from point vector by a kernel raster condition", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'statistickernel', + 'function': statistickernel, + 'name':'points kernel graphs', + 'displayName':'04 Points kernel graphs', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"It creates graphs of '03 Points Kernel Statistics' output", + } + self.addAlgorithm(Instance(dict_of_scripts)) - self.addAlgorithm(cleankernelAlgorithm()) - self.addAlgorithm(statistickernel()) - self.addAlgorithm(samplerAlgorithm()) - self.addAlgorithm(rasterstatkernelAlgorithm()) - self.addAlgorithm(CorrAlgorithm()) + dict_of_scripts={ + 'alg': 'sampler', + 'function': samplerAlgorithm, + 'name':'points sampler', + 'displayName':'05 Points Sampler', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"Sample randomly training and validating datasets with the contraint to have only training or validating points per pixel", + } + self.addAlgorithm(Instance(dict_of_scripts)) - self.addAlgorithm(classvAlgorithm()) - self.addAlgorithm(classvAlgorithmW()) - self.addAlgorithm(FPAlgorithm()) + dict_of_scripts={ + 'alg': 'rasterstatkernel', + 'function': rasterstatkernelAlgorithm, + 'name':'kernel stat', + 'displayName':'03 Points Kernel Statistics', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"It calculates kernel statistic from raster around points: real, max, min, std, sum, average, range", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'Corr', + 'function': CorrAlgorithm, + 'name':'Correlation plot', + 'displayName':'08 Correlation plot', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"This function calculate the correlation plot between continuous variables", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'classv', + 'function': classvAlgorithm, + 'name':'classy vector by ROC', + 'displayName':'01 Classify vector by ROC', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', + 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'classvW', + 'function': classvAlgorithmW, + 'name':'classy vector by wROC', + 'displayName':'02 Classify vector by weighted ROC', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', + 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'FP', + 'function': FPAlgorithm, + 'name':'Conf matrix', + 'displayName':'03 Confusion Matrix', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', + 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", + } + self.addAlgorithm(Instance(dict_of_scripts)) # add additional algorithms here # self.addAlgorithm(MyOtherAlgorithm()) @@ -309,19 +428,24 @@ def longName(self): return self.name() class Instance(QgsProcessingAlgorithm): - INPUT = 'covariates' - INPUT1 = 'input1' - STRING = 'field1' - STRING1 = 'field2' - STRING2 = 'fieldlsd' - STRING3 = 'field3' - STRING4 = 'string4' - NUMBER = 'testN' - NUMBER1 = 'num1' + INPUT = 'INPUT'#'covariates' + INPUT1 = 'INPUT1'#'input1' + STRING = 'STRING'#'field1' + STRING1 = 'STRING1'#'field2' + STRING2 = 'STRING2'#'fieldlsd' + STRING3 = 'STRING3'#'field3' + STRING4 = 'STRING4'#'string4' + NUMBER = 'NUMBER'#'testN' + NUMBER1 = 'NUMBER1'#'num1' + NUMBER2 = 'NUMBER2' OUTPUT = 'OUTPUT' OUTPUT1 = 'OUTPUT1' OUTPUT2 = 'OUTPUT2' OUTPUT3 = 'OUTPUT3' + FILE = 'FILE' + EXTENT = 'EXTENT' + FOLDER = 'FOLDER' + MASK = 'MASK' def __init__(self, dict_of_scripts): super().__init__() @@ -389,6 +513,9 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + if self.algorithms[self.dict_of_scripts['alg']] and self.classifier[self.dict_of_scripts['alg']]: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + else: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result From a4b82a011fc24455527a2387c9ce74718e3ac43c Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 22 May 2024 09:44:46 +0200 Subject: [PATCH 02/91] add .env --- sz_module/.env | 3 +++ sz_module/installer/installer.py | 14 +++++++------- sz_module/sz_module_provider.py | 12 ++++++------ 3 files changed, 16 insertions(+), 13 deletions(-) create mode 100644 sz_module/.env diff --git a/sz_module/.env b/sz_module/.env new file mode 100644 index 0000000..b93a4f2 --- /dev/null +++ b/sz_module/.env @@ -0,0 +1,3 @@ +PROCESSING_PROVIDER = False +DEBUG = False +PLUGIN_NAME = SZ \ No newline at end of file diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index cc199a6..887aab2 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -89,17 +89,17 @@ def requirements(self): list_libraries[library]=version else: if str(installed_version)==str(version) or version==None: - iface.messageBar().pushMessage("SZ:",f'{library} is already installed!',Qgis.Success) + iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed!',Qgis.Success) log(f'{library} is already installed!') else: log(f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!') - iface.messageBar().pushMessage("SZ:",f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!',Qgis.Warning) + iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!',Qgis.Warning) return self.install(list_libraries) def install(self,list_libraries): if len(list_libraries.keys())>0: reqs_to_install = [f"{library}=={version}" if version else library for library, version in list_libraries.items()] - if QMessageBox.question(None, "SZ for Processing Python dependencies not installed", + if QMessageBox.question(None, f"{os.getenv('PLUGIN_NAME')} for Processing Python dependencies not installed", f"Do you automatically want install missing python modules {reqs_to_install}? \r\n" "QGIS will be non-responsive for a couple of minutes.", QMessageBox.Ok | QMessageBox.Cancel) == QMessageBox.Ok: @@ -113,19 +113,19 @@ def install(self,list_libraries): command=pip_install_reqs(self.prefix_path,self.plugin_venv,reqs_to_install,os.path.join(self.venv_path,"bin","pip")) QMessageBox.information(None, "Packages successfully installed", #"To make all parts of the plugin work it is recommended to restart your QGIS-session.") - "You can find the SZ-plugin in the Processing-toolbox") + f"You can find the {os.getenv('PLUGIN_NAME')}-plugin in the Processing-toolbox") except Exception as e: QgsMessageLog.logMessage(traceback.format_exc(), level=Qgis.Warning) QMessageBox.information(None, "An error occurred", - "SZ couldn't install Python packages!\n" + f"{os.getenv('PLUGIN_NAME')} couldn't install Python packages!\n" "See 'General' tab in 'Log Messages' panel for details.\n" "Report any errors to https://github.com/SZtools/SZ/issues") log("An error occurred:", e) return False else: - QMessageBox.information(None,"Information", "Packages not installed. Some SZ tools will not be fully operational.") + QMessageBox.information(None,"Information", f"Packages not installed. Some {os.getenv('PLUGIN_NAME')} tools will not be fully operational.") sys.path_importer_cache.clear() - log("Packages not installed. Some SZ tools will not be fully operational.") + log(f"Packages not installed. Some {os.getenv('PLUGIN_NAME')} tools will not be fully operational.") return False sys.path_importer_cache.clear() diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 91145f5..0d975d8 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -363,8 +363,8 @@ def loadAlgorithms(self): 'function': classvAlgorithm, 'name':'classy vector by ROC', 'displayName':'01 Classify vector by ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'05 Classify SI', + 'groupId':'05 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -374,8 +374,8 @@ def loadAlgorithms(self): 'function': classvAlgorithmW, 'name':'classy vector by wROC', 'displayName':'02 Classify vector by weighted ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'05 Classify SI', + 'groupId':'05 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -385,8 +385,8 @@ def loadAlgorithms(self): 'function': FPAlgorithm, 'name':'Conf matrix', 'displayName':'03 Confusion Matrix', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'05 Classify SI', + 'groupId':'05 Classify SI', 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", } self.addAlgorithm(Instance(dict_of_scripts)) From 4e4c22c1e8754cd21a9af66f75957ba9fd5d81b1 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 22 May 2024 13:58:18 +0200 Subject: [PATCH 03/91] readme --- images/repodetail.png | Bin 26645 -> 15610 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/images/repodetail.png b/images/repodetail.png index 1b6b93ec21e6da8a0da0af9383a300719f926dea..8022ea32959cf206feb69440c1224e8039d83748 100644 GIT binary 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zRcdRSd%&WBypT`(jl7khbe89;sP_+=E@Su4@U;Y75fgu&$x253srPY@B476NfBW-( zToNxIWsZ6iYR;||wP?wrsgbQ4&K$Ajnzq*&?{)A~@__T(kb~V(UJxmwSbRD@$thuNJhK{=^|SVZk^X(62M>}D5siE> zGvFQbL%Ml14Lh$@%vD*Is*L?@mUjID*nGMP<#3a=wr!Uk(%i^`E~Yws_f+ij(;=u`g0bf%#L!NI(O zFR-l#8(E18dd^|aUw@;3cm;CQY{r+gl`$WbR#Sw%PQX%((w9$UW7>kcDl4o85xhrZ zS`F4e(w>_e(#0}09FH$N45{!BUE!}lS_w8ldAj$Uly-CQlcUrIjhS(Gmc!p_v)CV! zSzux=LWB$8{Hj(H^&@(5wF#<^Iv=$HsBO53j*{x$h=sL0Kf|_m3i(F@kmaZQinb z+lvu}8JZES2XCwIVN1(#@;ly*#$8OG@`8}a%;g8d)q0n!jzoyYnHIk1bYZ7mN)lu5 zA>rSOx?4(RxP0Ar<-eJ`{j3DH%742Wt2XzuvHRw|5KVeQh@oUa)!0vi@$ZndI@wK{ zB+cW~;_$7+IR;~y&KdfCQ_}aA1Pl3VSPvWygnKaQQ9OqH5+KDdl%2lq>IxVT;KjYf zGvWF7!YqFNelzv{&pmdOECHnVj*BJ&#Ytd7v+a&j?d=zu+AX;?>@XnqM?C8`Vs-WD zK=Ag>V)O{+rm%A1b#O_**Lm&QRa{tGk3-ow4;~&D$G`V>h#)X95C>`_h$*BFe1!G( ztS~^X^HXS}nzq60RHM%WvXVJm^0Fxj^S0 From 2aec7126a6431ff4c10e3ea1338e1aac19664622 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 5 Jun 2024 13:09:32 +0200 Subject: [PATCH 04/91] add outputs weight to ML algs --- sz_module/scripts/algorithms.py | 318 +++------------------------ sz_module/scripts/sz_train_simple.py | 231 ------------------- sz_module/sz_module_provider.py | 263 +++++++++++----------- 3 files changed, 165 insertions(+), 647 deletions(-) delete mode 100644 sz_module/scripts/sz_train_simple.py diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 59bb726..8a52891 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -18,181 +18,10 @@ import json -class Algorithms(): +from sklearn.tree import plot_tree,export_text - def LR_simple(parameters): - sc = StandardScaler() - nomi=parameters['nomi'] - train=parameters['train'] - test=parameters['testy'] - X_train = sc.fit_transform(train[nomi]) - logistic_regression = LogisticRegression() - logistic_regression.fit(X_train,train['y']) - prob_fit=logistic_regression.predict_proba(X_train)[::,1] - if parameters['testN']>0: - X_test = sc.transform(test[nomi]) - predictions = logistic_regression.predict(X_test) - #CI = logistic_regression.prediction_intervals(X_test, width=.95) - prob_predic=logistic_regression.predict_proba(X_test)[::,1] - test['SI']=prob_predic - train['SI']=prob_fit - return(train,test) - - def DT_simple(parameters): - sc = StandardScaler() - nomi=parameters['nomi'] - train=parameters['train'] - test=parameters['testy'] - X_train = sc.fit_transform(train[nomi]) - classifier = DecisionTreeClassifier(criterion = 'entropy', random_state = 0) - classifier.fit(X_train,train['y']) - prob_fit=classifier.predict_proba(X_train)[::,1] - if parameters['testN']>0: - X_test = sc.transform(test[nomi]) - predictions = classifier.predict(X_test) - #CI = classifier.prediction_intervals(X_test, width=.95) - prob_predic=classifier.predict_proba(X_test)[::,1] - test['SI']=prob_predic - train['SI']=prob_fit - return(train,test) - - def RF_simple(parameters): - sc = StandardScaler() - nomi=parameters['nomi'] - train=parameters['train'] - test=parameters['testy'] - X_train = sc.fit_transform(train[nomi]) - classifier = RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0) - classifier.fit(X_train,train['y']) - prob_fit=classifier.predict_proba(X_train)[::,1] - if parameters['testN']>0: - X_test = sc.transform(test[nomi]) - predictions = classifier.predict(X_test) - #CI = classifier.prediction_intervals(X_test, width=.95) - prob_predic=classifier.predict_proba(X_test)[::,1] - test['SI']=prob_predic - train['SI']=prob_fit - return(train,test) - - def SVC_simple(parameters): - sc = StandardScaler() - nomi=parameters['nomi'] - train=parameters['train'] - test=parameters['testy'] - X_train = sc.fit_transform(train[nomi]) - classifier = SVC(kernel = 'linear', random_state = 0,probability=True) - classifier.fit(X_train,train['y']) - prob_fit=classifier.predict_proba(X_train)[::,1] - if parameters['testN']>0: - X_test = sc.transform(test[nomi]) - predictions = classifier.predict(X_test) - #CI = classifier.prediction_intervals(X_test, width=.95) - prob_predic=classifier.predict_proba(X_test)[::,1] - test['SI']=prob_predic - train['SI']=prob_fit - return(train,test) - - def fr_simple(parameters): - df=parameters['train'] - test=parameters['testy'] - nomi=parameters['nomi'] - Npx1=None - Npx2=None - Npx3=None - Npx4=None - file = open(parameters['fold']+'/r_coeffs.txt','w')#################save W+, W- and Wf - file.write('covariate,class,Npx1,Npx2,Npx3,Npx4,Wf\n') - #print('covariates:',nomi) - for ii in nomi: - classi=df[ii].unique() - for i in classi: - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 1 and x[ii] == i else False, axis = 1) - Npx1 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x[ii] == i else False, axis = 1) - Npx2 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 1 else False, axis = 1) - Npx3 = len(dd[dd == True].index) - dd=pd.DataFrame() - #dd = df.apply(lambda x : True if x['y'] == 0 and x['y'] == 1 else False, axis = 1) - Npx4 = df.shape[0]#len(dd[dd == True].index) - #print(Npx1,Npx2,Npx3,Npx4) - if Npx1==0 or Npx3==0: - Wf=0. - #print(ii,i) - else: - Wf=(np.divide((np.divide(Npx1,Npx2)),(np.divide(Npx3,Npx4)))) - #Wf=Wplus-Wminus - var=[ii,i,Npx1,Npx2,Npx3,Npx4,Wf] - file.write(','.join(str(e) for e in var)+'\n')#################save W+, W- and Wf - df[ii][df[ii]==i]=float(Wf) - test[ii][test[ii]==i]=float(Wf) - #df.to_csv(self.f+'/file'+ii+'.csv') - file.close() - df['SI']=df[nomi].sum(axis=1) - test['SI']=test[nomi].sum(axis=1) - return(df,test) - - def woe_simple(parameters): - df=parameters['train'] - test=parameters['testy'] - nomi=parameters['nomi'] - Npx1=None - Npx2=None - Npx3=None - Npx4=None - file = open(parameters['fold']+'/r_coeffs.txt','w')#################save W+, W- and Wf - file.write('covariate,class,Npx1,Npx2,Npx3,Npx4,W+,W-,Wf\n') - for ii in nomi: - classi=df[ii].unique() - for i in classi: - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 1 and x[ii] == i else False, axis = 1) - Npx1 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 1 and x[ii] != i else False, axis = 1) - Npx2 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 0 and x[ii] == i else False, axis = 1) - Npx3 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = df.apply(lambda x : True if x['y'] == 0 and x[ii] != i else False, axis = 1) - Npx4 = len(dd[dd == True].index) - if Npx1==0 or Npx3==0: - Wplus=0. - else: - Wplus=math.log((Npx1/(Npx1+Npx2))/(Npx3/(Npx3+Npx4))) - if Npx2==0 or Npx4==0: - Wminus=0. - else: - Wminus=math.log((Npx2/(Npx1+Npx2))/(Npx4/(Npx3+Npx4))) - Wf=Wplus-Wminus - var=[ii,i,Npx1,Npx2,Npx3,Npx4,Wplus,Wminus,Wf] - file.write(','.join(str(e) for e in var)+'\n')#################save W+, W- and Wf - df[ii][df[ii]==i]=float(Wf) - test[ii][test[ii]==i]=float(Wf) - #df.to_csv(self.f+'/file'+ii+'.csv') - file.close() - df['SI']=df[nomi].sum(axis=1) - test['SI']=test[nomi].sum(axis=1) - return(df,test) - - # def GAM(parameters): - # nomi=parameters['nomi'] - # X = parameters['df'][nomi].to_numpy() - # y = parameters['df'].PresAbs.to_numpy() - # lams = np.empty(len(nomi)) - # lams.fill(0.5) - # gam = LogisticGAM(parameters['splines'], dtype=parameters['dtypes']) - # gam.gridsearch(X, y, lam=lams, progress=False) - # # save - # filename = folder_models+'/cv_fold_'+hazard+'_'+str(n_fold)+'.pkl' - # with open(filename, 'wb') as filez: - # pickle.dump(gam, filez) - # return gam +class Algorithms(): def GAM_simple(parameters): sc = StandardScaler() @@ -253,123 +82,39 @@ def GAM_transfer(parameters): #################################### - - def LR_cv(classifier,X,y,train,test): - classifier.fit(X[train], y[train]) - prob_predic=classifier.predict_proba(X[test])[::,1] - regression_coeff=classifier.coef_ - regression_intercept=classifier.intercept_ - coeff=np.hstack((regression_intercept,regression_coeff[0])) - print(coeff,'regression coeff') - #prob_fit=classifier.predict_proba(X[train])[::,1] - return prob_predic,coeff - - def DT_cv(classifier,X,y,train,test): - classifier.fit(X[train], y[train]) - prob_predic=classifier.predict_proba(X[test])[::,1] - # regression_coeff=classifier.coef_ - # regression_intercept=classifier.intercept_ - # coeff=np.hstack((regression_intercept,regression_coeff[0])) - # print(coeff,'regression coeff') - return prob_predic,None - - def RF_cv(classifier,X,y,train,test): + + def alg_MLrun(classifier,X,y,train,test,fold,df,nomi): classifier.fit(X[train], y[train]) prob_predic=classifier.predict_proba(X[test])[::,1] - # regression_coeff=classifier.coef_ - # regression_intercept=classifier.intercept_ - # coeff=np.hstack((regression_intercept,regression_coeff[0])) - # print(coeff,'regression coeff') + try: + regression_coeff=classifier.feature_importances_ + coeff=regression_coeff + try: + tree_rules = export_text(classifier, feature_names=nomi) + tree_rules_list = tree_rules.split('\n') + rules_df = pd.DataFrame({'Tree Rules': tree_rules_list}) + rules_df.to_csv(fold+'/decision_tree_rules.csv', index=False) + except: + print('no tree') + feature_importance_df = pd.DataFrame({ + 'Feature': nomi, + 'Importance': coeff + }) + feature_importance_df = feature_importance_df.sort_values(by='Importance', ascending=False) + feature_importance_df.to_csv(fold+'/feature_importances.csv', index=False) + except: + regression_coeff=classifier.coef_ + regression_intercept=classifier.intercept_ + coeff=np.hstack((regression_intercept,regression_coeff[0])) + coeff_df = pd.DataFrame({ + 'Feature': ['intercept'] + nomi, + 'Coefficient': coeff + }) + coeff_df.to_csv(fold+'/coefficients.csv', index=False) + return prob_predic,None - def SVC_cv(classifier,X,y,train,test): - classifier.fit(X[train], y[train]) - prob_predic=classifier.predict_proba(X[test])[::,1] - regression_coeff=classifier.coef_ - regression_intercept=classifier.intercept_ - coeff=np.hstack((regression_intercept,regression_coeff[0])) - print(coeff,'regression coeff') - return prob_predic,coeff - - def fr_cv(classifier,X,y,train,test,fold,df,nomi): - dff=df.loc[train,:] - test=df.loc[test,:] - Npx1=None - Npx2=None - Npx3=None - Npx4=None - file = open(fold+'/r_coeff.txt','w')#################save W+, W- and Wf - file.write('covariate,class,Npx1,Npx2,Npx3,Npx4,Wf\n') - for ii in nomi: - classi=dff[ii].unique() - for i in classi: - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 1 and x[ii] == i else False, axis = 1) - Npx1 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x[ii] == i else False, axis = 1) - Npx2 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 1 else False, axis = 1) - Npx3 = len(dd[dd == True].index) - dd=pd.DataFrame() - Npx4 = dff.shape[0]#len(dd[dd == True].index) - if Npx1==0 or Npx3==0: - Wf=0. - else: - Wf=(np.divide((np.divide(Npx1,Npx2)),(np.divide(Npx3,Npx4)))) - var=[ii,i,Npx1,Npx2,Npx3,Npx4,Wf] - file.write(','.join(str(e) for e in var)+'\n')#################save W+, W- and Wf - dff[ii][dff[ii]==i]=float(Wf) - test[ii][test[ii]==i]=float(Wf) - file.close() - dff['SI']=dff[nomi].sum(axis=1) - test['SI']=test[nomi].sum(axis=1) - return(test['SI'],None) - - def woe_cv(classifier,X,y,train,test,fold,df,nomi): - dff=df.loc[train,:] - test=df.loc[test,:] - Npx1=None - Npx2=None - Npx3=None - Npx4=None - file = open(fold+'/r_coeff.txt','w')#################save W+, W- and Wf - file.write('covariate,class,Npx1,Npx2,Npx3,Npx4,W+,W-,Wf\n') - for ii in nomi: - classi=dff[ii].unique() - for i in classi: - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 1 and x[ii] == i else False, axis = 1) - Npx1 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 1 and x[ii] != i else False, axis = 1) - Npx2 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 0 and x[ii] == i else False, axis = 1) - Npx3 = len(dd[dd == True].index) - dd=pd.DataFrame() - dd = dff.apply(lambda x : True if x['y'] == 0 and x[ii] != i else False, axis = 1) - Npx4 = len(dd[dd == True].index) - if Npx1==0 or Npx3==0: - Wplus=0. - else: - Wplus=math.log((Npx1/(Npx1+Npx2))/(Npx3/(Npx3+Npx4))) - if Npx2==0 or Npx4==0: - Wminus=0. - else: - Wminus=math.log((Npx2/(Npx1+Npx2))/(Npx4/(Npx3+Npx4))) - Wf=Wplus-Wminus - var=[ii,i,Npx1,Npx2,Npx3,Npx4,Wplus,Wminus,Wf] - file.write(','.join(str(e) for e in var)+'\n')#################save W+, W- and Wf - dff[ii][dff[ii]==i]=float(Wf) - test[ii][test[ii]==i]=float(Wf) - #df.to_csv(self.f+'/file'+ii+'.csv') - file.close() - dff['SI']=dff[nomi].sum(axis=1) - test['SI']=test[nomi].sum(axis=1) - return(test['SI'],None) - + def GAM_cv(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename=None,scaler=None): lams = np.empty(len(nomi)) lams.fill(0.5) @@ -437,6 +182,7 @@ def cross_validation(parameters,algorithm,classifier): GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob[i],CI,parameters['fold'], str(i)) coeff=None else: + print(parameters['fold'],'fold') prob[i],coeff=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) df.loc[test,'SI']=prob[i] #df.loc[test,'CI']=[]#CI[i] diff --git a/sz_module/scripts/sz_train_simple.py b/sz_module/scripts/sz_train_simple.py deleted file mode 100644 index f17d3c6..0000000 --- a/sz_module/scripts/sz_train_simple.py +++ /dev/null @@ -1,231 +0,0 @@ -#!/usr/bin/python -#coding=utf-8 -""" -/*************************************************************************** - LRAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - LRAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' -import sys -sys.setrecursionlimit(10000) -from qgis.core import (QgsProcessing, - QgsProcessingException, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, - QgsProcessingParameterVectorLayer, - QgsVectorLayer, - QgsProcessingParameterField, - QgsProcessingParameterFolderDestination, - QgsProcessingParameterField, - QgsProcessingContext - ) -from qgis.core import * -from qgis.utils import iface -from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils -import plotly.graph_objs as go -import pandas as pd -import tempfile -from sz_module.scripts.utils import SZ_utils -from sz_module.scripts.algorithms import Algorithms -import os - -class CoreAlgorithm(): - - def init(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) - self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Percentage of test sample (0 to fit, > 0 to cross-validate)'), type=QgsProcessingParameterNumber.Integer,defaultValue=30)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test [mandatory if Test percentage > 0]',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Output train/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) - - def process(self, parameters, context, feedback, algorithm=None, classifier=None): - self.f=tempfile.gettempdir() - feedback = QgsProcessingMultiStepFeedback(1, feedback) - results = {} - outputs = {} - - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) - parameters['covariates']=source.source() - if parameters['covariates'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - - parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) - if parameters['field1'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - - parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) - if parameters['fieldlsd'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - - parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) - if parameters['testN'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) - if parameters['out'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - parameters['out1'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - if parameters['out1'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - - parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) - if parameters['folder'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) - - alg_params = { - 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], - 'lsd' : parameters['fieldlsd'], - 'testN':parameters['testN'], - } - outputs['train'],outputs['testy'],outputs['nomes'],outputs['crs'],outputs['df']=SZ_utils.load_simple(self.f,alg_params) - - alg_params = { - 'train': outputs['train'], - 'testy': outputs['testy'], - 'nomi':outputs['nomes'], - 'testN':parameters['testN'], - 'fold': parameters['folder'] - } - outputs['trainsi'],outputs['testsi']=algorithm(alg_params) - - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - - if parameters['testN']>0: - alg_params = { - 'df': outputs['testsi'], - 'crs': outputs['crs'], - 'OUT': parameters['out'] - } - SZ_utils.save(alg_params) - - feedback.setCurrentStep(2) - if feedback.isCanceled(): - return {} - - alg_params = { - 'df': outputs['trainsi'], - 'crs': outputs['crs'], - 'OUT': parameters['out1'] - } - SZ_utils.save(alg_params) - - if parameters['testN']==0: - alg_params = { - 'df': outputs['trainsi'], - 'OUT':parameters['folder'] - - } - SZ_utils.stampfit(alg_params) - else: - alg_params = { - 'train': outputs['trainsi'], - 'test': outputs['testsi'], - 'OUT':parameters['folder'] - } - SZ_utils.stamp_simple(alg_params) - - feedback.setCurrentStep(3) - if feedback.isCanceled(): - return {} - results['out'] = parameters['out'] - results['out1'] = parameters['out1'] - - if parameters['testN']>0: - fileName = parameters['out1'] - layer = QgsVectorLayer(fileName,"train","ogr") - subLayers =layer.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('train', context.project(),'LAYER')) - - - fileName = parameters['out'] - layer1 = QgsVectorLayer(fileName,"test","ogr") - subLayers =layer1.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) - - else: - fileName = parameters['out1'] - layer = QgsVectorLayer(fileName,"fitting","ogr") - subLayers =layer.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('fitting', context.project(),'LAYER')) - - feedback.setCurrentStep(3) - if feedback.isCanceled(): - return {} - - return results - - \ No newline at end of file diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 0d975d8..56c85f1 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -55,7 +55,7 @@ from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm from sz_module.scripts.corrplot import CorrAlgorithm -from sz_module.scripts.sz_train_simple import CoreAlgorithm +#from sz_module.scripts.sz_train_simple import CoreAlgorithm from sz_module.scripts.sz_train_cv import CoreAlgorithm_cv from sz_module.scripts.sz_train_simple_GAM import CoreAlgorithmGAM from sz_module.scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv @@ -87,38 +87,38 @@ def loadAlgorithms(self): Loads all algorithms belonging to this provider. """ - dict_of_scripts={ - 'alg': 'woe_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_WOE', - 'displayName':'01 WoE', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'woe_cv', - 'function': CoreAlgorithm_cv, - 'name':'Fit-CV_WOEcv', - 'displayName':'01 WoE', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', - 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'SVC_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_SVC', - 'displayName':'05 SVM', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'woe_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_WOE', + # 'displayName':'01 WoE', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'woe_cv', + # 'function': CoreAlgorithm_cv, + # 'name':'Fit-CV_WOEcv', + # 'displayName':'01 WoE', + # 'group':'03 SI k-fold', + # 'groupId':'03 SI k-fold', + # 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'SVC_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_SVC', + # 'displayName':'05 SVM', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'SVC_cv', @@ -131,16 +131,16 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ - 'alg': 'RF_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_RF', - 'displayName':'04 RF', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Random Forest to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'RF_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_RF', + # 'displayName':'04 RF', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Random Forest to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'RF_cv', @@ -153,60 +153,60 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ - 'alg': 'LR_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_LR', - 'displayName':'03 LR', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'LR_cv', - 'function': CoreAlgorithm_cv, - 'name':'Fit-CV_LRcv', - 'displayName':'03 LR', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', - 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'fr_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_FR', - 'displayName':'02 FR', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'fr_cv', - 'function': CoreAlgorithm_cv, - 'name':'Fit-CV_FRcv', - 'displayName':'02 FR', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', - 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'DT_simple', - 'function': CoreAlgorithm, - 'name':'Fit-CV_DT', - 'displayName':'06 DT', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Decision Tree to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'LR_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_LR', + # 'displayName':'03 LR', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'LR_cv', + # 'function': CoreAlgorithm_cv, + # 'name':'Fit-CV_LRcv', + # 'displayName':'03 LR', + # 'group':'03 SI k-fold', + # 'groupId':'03 SI k-fold', + # 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'fr_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_FR', + # 'displayName':'02 FR', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'fr_cv', + # 'function': CoreAlgorithm_cv, + # 'name':'Fit-CV_FRcv', + # 'displayName':'02 FR', + # 'group':'03 SI k-fold', + # 'groupId':'03 SI k-fold', + # 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'DT_simple', + # 'function': CoreAlgorithm, + # 'name':'Fit-CV_DT', + # 'displayName':'06 DT', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Decision Tree to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'DT_cv', @@ -219,16 +219,16 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ - 'alg': 'GAM_simple', - 'function': CoreAlgorithmGAM, - 'name':'Fit-CV_GAM', - 'displayName':'07 GAM', - 'group':'02 SI', - 'groupId':'02 SI', - 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - } - self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'GAM_simple', + # 'function': CoreAlgorithmGAM, + # 'name':'Fit-CV_GAM', + # 'displayName':'07 GAM', + # 'group':'02 SI', + # 'groupId':'02 SI', + # 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'GAM_cv', @@ -452,19 +452,19 @@ def __init__(self, dict_of_scripts): self.dict_of_scripts = dict_of_scripts #self.class_function=self.dict_of_scripts['function']() self.algorithms={ - 'woe_simple':Algorithms.woe_simple, - 'woe_cv':Algorithms.woe_cv, - 'SCV_simple':Algorithms.SVC_simple, - 'SVC_cv':Algorithms.SVC_cv, - 'RF_simple':Algorithms.RF_simple, - 'RF_cv':Algorithms.RF_cv, - 'LR_simple':Algorithms.LR_simple, - 'LR_cv':Algorithms.LR_cv, - 'fr_simple':Algorithms.fr_simple, - 'fr_cv':Algorithms.fr_cv, - 'DT_simple':Algorithms.DT_simple, - 'DT_cv':Algorithms.DT_cv, - 'GAM_simple':Algorithms.GAM_simple, + # 'woe_simple':Algorithms.fit, + # 'woe_cv':Algorithms.cv, + # 'SCV_simple':Algorithms.fit, + 'SVC_cv':Algorithms.alg_MLrun, + # 'RF_simple':Algorithms.fit, + 'RF_cv':Algorithms.alg_MLrun, + # 'LR_simple':Algorithms.fit, + 'LR_cv':Algorithms.alg_MLrun, + # 'fr_simple':Algorithms.fit, + 'fr_cv':Algorithms.alg_MLrun, + # 'DT_simple':Algorithms.fit, + 'DT_cv':Algorithms.alg_MLrun, + # 'GAM_simple':Algorithms.GAM_simple, 'GAM_cv':Algorithms.GAM_cv, 'GAM_trans':Algorithms.GAM_simple, } @@ -477,12 +477,12 @@ def __init__(self, dict_of_scripts): 'fr_cv':None, 'DT_cv':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), 'GAM_cv':LogisticGAM, - 'woe_simple':None, - 'SCV_simple':None, - 'RF_simple':None, - 'LR_simple':None, - 'fr_simple':None, - 'DT_simple':None, + # 'woe_simple':None, + # 'SCV_simple':None, + # 'RF_simple':None, + # 'LR_simple':None, + # 'fr_simple':None, + # 'DT_simple':None, 'GAM_simple':None, 'GAM_trans':None, } @@ -513,9 +513,12 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - if self.algorithms[self.dict_of_scripts['alg']] and self.classifier[self.dict_of_scripts['alg']]: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - else: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + print(self.dict_of_scripts['alg']) + print(self.algorithms) + print(self.classifier) + #if self.algorithms[self.dict_of_scripts['alg']] and self.classifier[self.dict_of_scripts['alg']]: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + #else: + # result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result From e665faa692fac3cd601dae8a3bd0cbb6c406c6dd Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 5 Jun 2024 15:50:27 +0200 Subject: [PATCH 05/91] update outputs and functions format --- sz_module/scripts/algorithms.py | 178 +++++++++++++-------------- sz_module/scripts/sz_train_cv.py | 15 ++- sz_module/scripts/sz_train_cv_GAM.py | 23 +++- sz_module/scripts/utils.py | 1 + sz_module/sz_module_provider.py | 29 +---- 5 files changed, 128 insertions(+), 118 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 8a52891..5e5ed0d 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -83,59 +83,24 @@ def GAM_transfer(parameters): #################################### - def alg_MLrun(classifier,X,y,train,test,fold,df,nomi): + def alg_MLrun(classifier,X,y,train,test,fold,df,nomi,filename=''): classifier.fit(X[train], y[train]) prob_predic=classifier.predict_proba(X[test])[::,1] - try: - regression_coeff=classifier.feature_importances_ - coeff=regression_coeff - try: - tree_rules = export_text(classifier, feature_names=nomi) - tree_rules_list = tree_rules.split('\n') - rules_df = pd.DataFrame({'Tree Rules': tree_rules_list}) - rules_df.to_csv(fold+'/decision_tree_rules.csv', index=False) - except: - print('no tree') - feature_importance_df = pd.DataFrame({ - 'Feature': nomi, - 'Importance': coeff - }) - feature_importance_df = feature_importance_df.sort_values(by='Importance', ascending=False) - feature_importance_df.to_csv(fold+'/feature_importances.csv', index=False) - except: - regression_coeff=classifier.coef_ - regression_intercept=classifier.intercept_ - coeff=np.hstack((regression_intercept,regression_coeff[0])) - coeff_df = pd.DataFrame({ - 'Feature': ['intercept'] + nomi, - 'Coefficient': coeff - }) - coeff_df.to_csv(fold+'/coefficients.csv', index=False) - - return prob_predic,None + ML_utils.ML_save(classifier,fold,nomi,filename) + return prob_predic - def GAM_cv(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename=None,scaler=None): + def alg_GAMrun(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename=''): lams = np.empty(len(nomi)) lams.fill(0.5) gam = classifier(splines, dtype=dtypes) - gam.gridsearch(X[train,], y[train], lam=lams,progress=False) - GAM_utils.GAM_plot(gam,df.iloc[train,],nomi,fold,filename,X[train,]) - GAM_utils.GAM_save(gam,fold,filename) - prob_predic=gam.predict_proba(X[test])#[::,1] - CI={}#gam.prediction_intervals(X[test]) - GAM_utils.plot_predict(X[test],prob_predic,CI,fold,filename) - - return prob_predic,None,CI - - def scaler(df,nomes): - df_scaled=df.copy() - for nome in nomes: - s=df[nome].std() - u=df[nome].mean() - df_scaled[nome]=(df[nome]-u)/s - return df_scaled - + gam.gridsearch(X.iloc[train,:].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) + prob=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] + CI=[]#gam.prediction_intervals(X.iloc[test,:].to_numpy()) + GAM_utils.GAM_plot(gam,df.iloc[train,:],nomi,fold,filename,X.iloc[train,:]) + GAM_utils.GAM_save(gam,prob,fold,nomi,filename) + #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) + return prob,CI,gam class CV_utils(): def cross_validation(parameters,algorithm,classifier): @@ -143,15 +108,12 @@ def cross_validation(parameters,algorithm,classifier): nomi=parameters['nomi'] x=df[parameters['field1']] y=df['y'] - if algorithm==Algorithms.GAM_cv: - X=Algorithms.scaler(x,parameters['linear']+parameters['continuous']) + if algorithm==Algorithms.alg_GAMrun: + X=CV_utils.scaler(x,parameters['linear']+parameters['continuous']) X[parameters['categorical']]=df[parameters['categorical']] else: sc = StandardScaler()#####scaler - X = sc.fit_transform(x) - #X=x - #sc_fit = sc.fit(df[parameters['linear']+parameters['continuous']]) - + X = sc.fit_transform(x) train_ind={} test_ind={} prob={} @@ -159,56 +121,55 @@ def cross_validation(parameters,algorithm,classifier): cofl=[] df["SI"] = np.nan df["CI"] = np.nan + coeff=None if parameters['testN']>1: - cv = StratifiedKFold(n_splits=parameters['testN']) + cv = CV_utils.cv_method(parameters) for i, (train, test) in enumerate(cv.split(X, y)): train_ind[i]=train test_ind[i]=test - if algorithm==Algorithms.GAM_cv: - #X_train=X[train,] - #X_train[parameters['linear']+parameters['continuous']]=sc.transform(X_train[parameters['linear']+parameters['continuous']]) - #X_test=X[test,] - #X_test[parameters['linear']+parameters['continuous']]=sc.transform(X_test[parameters['linear']+parameters['continuous']]) - #print(X_train,X_test) - #prob[i],coeff=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename=str(i),scaler=sc) - lams = np.empty(len(nomi)) - lams.fill(0.5) - gam = classifier(parameters['splines'], dtype=parameters['dtypes']) - gam.gridsearch(X.iloc[train,:].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) - GAM_utils.GAM_plot(gam,df.iloc[train,:],nomi,parameters['fold'],str(i),X.iloc[train,:]) - GAM_utils.GAM_save(gam,parameters['fold'],str(i)) - prob[i]=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] - CI[i]=[]#gam.prediction_intervals(X.iloc[test,:].to_numpy()) - GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob[i],CI,parameters['fold'], str(i)) - coeff=None + if algorithm==Algorithms.alg_GAMrun: + prob[i],CI[i],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename=str(i)) else: - print(parameters['fold'],'fold') - prob[i],coeff=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) + prob[i]=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi,filename=str(i)) + df.loc[test,'SI']=prob[i] #df.loc[test,'CI']=[]#CI[i] - cofl.append(coeff) elif parameters['testN']==1: train=np.arange(len(y)) test=np.arange(len(y)) - if algorithm==Algorithms.GAM_cv: - prob[0],coeff,CI[0]=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename='') + if algorithm==Algorithms.alg_GAMrun: + prob[0],coeff,CI[0]=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold']) else: prob[0],coeff=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) df.loc[test,'SI']=prob[0] #df.loc[test,'CI']=[]#CI[0] test_ind[0]=test cofl.append(coeff) - if not os.path.exists(parameters['fold']): - os.mkdir(parameters['fold']) - if coeff is not None: - with open(parameters['fold']+'/r_coeffs.csv', 'w') as f: - write = csv.writer(f) - ll=['intercept'] - lll=ll+nomi - write.writerow(lll) - write.writerows(cofl) + # if not os.path.exists(parameters['fold']): + # os.mkdir(parameters['fold']) + # if algorithm==Algorithms.alg_GAMrun: + # GAM_utils.GAM_coeffs(cofl,parameters['fold'],nomi) + # else: + # ML_utils.ML_coeffs(classifier,parameters['fold'],nomi) + return prob,test_ind + def cv_method(parameters): + if parameters['cv_method']=='spatial': + print('spatial') + elif parameters['cv_method']=='random': + print('random') + method=StratifiedKFold(n_splits=parameters['testN']) + return(method) + + def scaler(df,nomes): + df_scaled=df.copy() + for nome in nomes: + s=df[nome].std() + u=df[nome].mean() + df_scaled[nome]=(df[nome]-u)/s + return df_scaled + class GAM_utils(): def GAM_formula(parameters): GAM_sel = parameters['nomi'] @@ -337,7 +298,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): #plt.show() - def GAM_save(gam,fold,filename=''): + def GAM_save(gam,coeffs,fold,nomi,filename=''): filename_pkl = fold+'/gam_coeff'+filename+'.pkl' #filename_txt = parameters['fold']+'/gam_coeff.txt' @@ -349,13 +310,48 @@ def GAM_save(gam,fold,filename=''): #with open(filename_txt, 'wb') as file_txt: # json.dump(loaded_data, file_txt, indent=2) + + # with open(fold+'/r_coeffs.csv', 'w') as f: + # write = csv.writer(f) + # ll=['intercept'] + # lll=ll+nomi + # write.writerow(lll) + # write.writerows(coeffs) - def plot_predict(x,predict,CI,fold, filename=''): - plt.plot(x,predict,'r--') - #plt.plot(x,CI,color='b',ls='--') - plt.xlabel('Prediction8') - plt.ylabel('PDF') - plt.savefig(fold+'/Predict'+filename+'.pdf') + # def plot_predict(x,predict,CI,fold, filename=''): + # plt.plot(x,predict,'r--') + # #plt.plot(x,CI,color='b',ls='--') + # plt.xlabel('Prediction8') + # plt.ylabel('PDF') + # plt.savefig(fold+'/Predict'+filename+'.pdf') + +class ML_utils(): + def ML_save(classifier,fold,nomi, filename): + try: + regression_coeff=classifier.feature_importances_ + coeff=regression_coeff + try: + tree_rules = export_text(classifier, feature_names=nomi) + tree_rules_list = tree_rules.split('\n') + rules_df = pd.DataFrame({'Tree Rules': tree_rules_list}) + rules_df.to_csv(fold+'/decision_tree_rules'+filename+'.csv', index=False) + except: + print('no tree') + feature_importance_df = pd.DataFrame({ + 'Feature': nomi, + 'Importance': coeff + }) + feature_importance_df = feature_importance_df.sort_values(by='Importance', ascending=False) + feature_importance_df.to_csv(fold+'/feature_importances'+filename+'.csv', index=False) + except: + regression_coeff=classifier.coef_ + regression_intercept=classifier.intercept_ + coeff=np.hstack((regression_intercept,regression_coeff[0])) + coeff_df = pd.DataFrame({ + 'Feature': ['intercept'] + nomi, + 'Coefficient': coeff + }) + coeff_df.to_csv(fold+'/coefficients'+filename+'.csv', index=False) diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv.py index b868323..f88da5f 100644 --- a/sz_module/scripts/sz_train_cv.py +++ b/sz_module/scripts/sz_train_cv.py @@ -43,7 +43,8 @@ QgsProcessingParameterField, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingContext + QgsProcessingContext, + QgsProcessingParameterEnum ) from qgis.core import * from qgis.utils import iface @@ -62,6 +63,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV (1 to fit or > 1 to cross-validate)'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -73,6 +75,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} + cv_method={'0':'random','1':'spatial'} + + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -89,6 +94,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + + parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) + if parameters['cv_method'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['testN'] is None: @@ -122,7 +131,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':outputs['nomi'], - 'df':outputs['df'] + 'df':outputs['df'], + 'cv_method':cv_method[parameters['cv_method']], + } outputs['prob'],outputs['test_ind']=CV_utils.cross_validation(alg_params,algorithm,classifier) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 28d308a..339bb9e 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -43,7 +43,8 @@ QgsProcessingParameterField, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingContext + QgsProcessingContext, + QgsProcessingParameterEnum ) from qgis.core import * from qgis.utils import iface @@ -62,7 +63,9 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV (1 to fit or > 1 to cross-validate)'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -74,6 +77,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} + family={'0':'binomial','1':'gaussian'} + cv_method={'0':'random','1':'spatial'} + + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -98,9 +105,17 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + parameters['family'] = self.parameterAsString(parameters, self.STRING4, context) + if parameters['family'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + parameters['num1'] = self.parameterAsInt(parameters, self.NUMBER1, context) if parameters['num1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) + + parameters['cv_method'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['cv_method'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['testN'] is None: @@ -121,6 +136,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'lsd' : parameters['fieldlsd'], + 'family':family[parameters['family']] } outputs['df'],outputs['nomes'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -153,7 +169,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'dtypes':outputs['dtypes'], 'categorical':parameters['field2'], 'linear':parameters['field3'], - 'continuous':parameters['field1'] + 'continuous':parameters['field1'], + 'family':family[parameters['family']], + 'cv_method':cv_method[parameters['cv_method']], + } outputs['prob'],outputs['test_ind']=CV_utils.cross_validation(alg_params,algorithm,classifier) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 24961d8..1dd83a0 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -276,3 +276,4 @@ def errors(parameters): writer.writerow(["R-squared", r_squared]) writer.writerow(["Pearson Coefficient", pearson_coefficient]) return(errors) + diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 56c85f1..b301717 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -55,9 +55,7 @@ from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm from sz_module.scripts.corrplot import CorrAlgorithm -#from sz_module.scripts.sz_train_simple import CoreAlgorithm from sz_module.scripts.sz_train_cv import CoreAlgorithm_cv -from sz_module.scripts.sz_train_simple_GAM import CoreAlgorithmGAM from sz_module.scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv from sz_module.scripts.sz_trans_GAM import CoreAlgorithmGAM_trans from sz_module.scripts.algorithms import Algorithms @@ -435,6 +433,7 @@ class Instance(QgsProcessingAlgorithm): STRING2 = 'STRING2'#'fieldlsd' STRING3 = 'STRING3'#'field3' STRING4 = 'STRING4'#'string4' + STRING5 = 'STRING5' NUMBER = 'NUMBER'#'testN' NUMBER1 = 'NUMBER1'#'num1' NUMBER2 = 'NUMBER2' @@ -452,37 +451,21 @@ def __init__(self, dict_of_scripts): self.dict_of_scripts = dict_of_scripts #self.class_function=self.dict_of_scripts['function']() self.algorithms={ - # 'woe_simple':Algorithms.fit, - # 'woe_cv':Algorithms.cv, - # 'SCV_simple':Algorithms.fit, 'SVC_cv':Algorithms.alg_MLrun, - # 'RF_simple':Algorithms.fit, 'RF_cv':Algorithms.alg_MLrun, - # 'LR_simple':Algorithms.fit, 'LR_cv':Algorithms.alg_MLrun, - # 'fr_simple':Algorithms.fit, 'fr_cv':Algorithms.alg_MLrun, - # 'DT_simple':Algorithms.fit, 'DT_cv':Algorithms.alg_MLrun, - # 'GAM_simple':Algorithms.GAM_simple, - 'GAM_cv':Algorithms.GAM_cv, + 'GAM_cv':Algorithms.alg_GAMrun, 'GAM_trans':Algorithms.GAM_simple, } self.classifier={ - 'woe_cv':None, 'SVC_cv':SVC(kernel = 'linear', random_state = 0,probability=True), 'RF_cv':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), 'LR_cv':LogisticRegression(), - 'fr_cv':None, 'DT_cv':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), 'GAM_cv':LogisticGAM, - # 'woe_simple':None, - # 'SCV_simple':None, - # 'RF_simple':None, - # 'LR_simple':None, - # 'fr_simple':None, - # 'DT_simple':None, 'GAM_simple':None, 'GAM_trans':None, } @@ -516,9 +499,9 @@ def processAlgorithm(self, parameters, context, feedback): print(self.dict_of_scripts['alg']) print(self.algorithms) print(self.classifier) - #if self.algorithms[self.dict_of_scripts['alg']] and self.classifier[self.dict_of_scripts['alg']]: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - #else: - # result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + if self.algorithms[self.dict_of_scripts['alg']] or self.classifier[self.dict_of_scripts['alg']]: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + else: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result From da18dae333a3586ca1f947c5c9e6e673d7a6c098 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 5 Jun 2024 22:43:37 +0200 Subject: [PATCH 06/91] add gaussian to cv --- sz_module/scripts/algorithms.py | 103 ++++++++++++++------------- sz_module/scripts/sz_train_cv_GAM.py | 2 +- sz_module/scripts/sz_trans_GAM.py | 41 +++++++---- sz_module/sz_module_provider.py | 9 ++- 4 files changed, 89 insertions(+), 66 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 5e5ed0d..6b7c10e 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -23,46 +23,46 @@ class Algorithms(): - def GAM_simple(parameters): - sc = StandardScaler() - nomi=parameters['nomi'] - train=parameters['train'] - test=parameters['testy'] - #X_train=Algorithms.scaler(train,parameters['linear']+parameters['continuous']) - X_train_sc = sc.fit_transform(train[parameters['linear']+parameters['continuous']]) - X_train = np.hstack((X_train_sc, train[parameters['categorical']])) - lams = np.empty(len(nomi)) - lams.fill(0.5) + # def GAM_simple(parameters): + # sc = StandardScaler() + # nomi=parameters['nomi'] + # train=parameters['train'] + # test=parameters['testy'] + # #X_train=Algorithms.scaler(train,parameters['linear']+parameters['continuous']) + # X_train_sc = sc.fit_transform(train[parameters['linear']+parameters['continuous']]) + # X_train = np.hstack((X_train_sc, train[parameters['categorical']])) + # lams = np.empty(len(nomi)) + # lams.fill(0.5) - if parameters['family']=='binomial': - gam = LogisticGAM(parameters['splines'], dtype=parameters['dtypes']) - gam.gridsearch(X_train, train['y'], lam=lams) - GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) - GAM_utils.GAM_save(gam,parameters['fold']) - prob_fit=gam.predict_proba(X_train)#[::,1] - train['SI']=prob_fit - if parameters['testN']>0: - X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) - X_test = np.hstack((X_test_sc, test[parameters['categorical']])) - prob_predic=gam.predict_proba(X_test)#[::,1] - test['SI']=prob_predic - train['SI']=prob_fit - else: - gam = LinearGAM(parameters['splines'], dtype=parameters['dtypes']) - gam.gridsearch(X_train, train['y'],lam=lams) - GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) - GAM_utils.GAM_save(gam,parameters['fold']) - prob_fit=gam.predict(X_train)#[::,1] - #CI = gam.prediction_intervals(X_train, width=.95) - train['SI']=prob_fit#np.exp(prob_fit) - if parameters['testN']>0: - X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) - X_test = np.hstack((X_test_sc, test[parameters['categorical']])) - prob_predic=gam.predict(X_test)#[::,1] - #CI = gam.prediction_intervals(X_test, width=.95) - test['SI']=prob_predic#np.exp(prob_predic) - train['SI']=prob_fit#np.exp(prob_fit) - return(train,test,gam) + # if parameters['family']=='binomial': + # gam = LogisticGAM(parameters['splines'], dtype=parameters['dtypes']) + # gam.gridsearch(X_train, train['y'], lam=lams) + # GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) + # GAM_utils.GAM_save(gam,parameters['fold']) + # prob_fit=gam.predict_proba(X_train)#[::,1] + # train['SI']=prob_fit + # if parameters['testN']>0: + # X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) + # X_test = np.hstack((X_test_sc, test[parameters['categorical']])) + # prob_predic=gam.predict_proba(X_test)#[::,1] + # test['SI']=prob_predic + # train['SI']=prob_fit + # else: + # gam = LinearGAM(parameters['splines'], dtype=parameters['dtypes']) + # gam.gridsearch(X_train, train['y'],lam=lams) + # GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) + # GAM_utils.GAM_save(gam,parameters['fold']) + # prob_fit=gam.predict(X_train)#[::,1] + # #CI = gam.prediction_intervals(X_train, width=.95) + # train['SI']=prob_fit#np.exp(prob_fit) + # if parameters['testN']>0: + # X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) + # X_test = np.hstack((X_test_sc, test[parameters['categorical']])) + # prob_predic=gam.predict(X_test)#[::,1] + # #CI = gam.prediction_intervals(X_test, width=.95) + # test['SI']=prob_predic#np.exp(prob_predic) + # train['SI']=prob_fit#np.exp(prob_fit) + # return(train,test,gam) def GAM_transfer(parameters): sc = StandardScaler() @@ -90,12 +90,18 @@ def alg_MLrun(classifier,X,y,train,test,fold,df,nomi,filename=''): return prob_predic - def alg_GAMrun(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename=''): + def alg_GAMrun(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename='',family=None): lams = np.empty(len(nomi)) lams.fill(0.5) - gam = classifier(splines, dtype=dtypes) + print(classifier) + print(family) + classifier_selected=classifier[family] + gam = classifier_selected(splines, dtype=dtypes) gam.gridsearch(X.iloc[train,:].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) - prob=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] + if family=='binomial': + prob=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] + else: + prob=gam.predict(X.iloc[test,:].to_numpy())#[::,1] CI=[]#gam.prediction_intervals(X.iloc[test,:].to_numpy()) GAM_utils.GAM_plot(gam,df.iloc[train,:],nomi,fold,filename,X.iloc[train,:]) GAM_utils.GAM_save(gam,prob,fold,nomi,filename) @@ -128,23 +134,24 @@ def cross_validation(parameters,algorithm,classifier): train_ind[i]=train test_ind[i]=test if algorithm==Algorithms.alg_GAMrun: - prob[i],CI[i],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename=str(i)) + prob[i],CI[i],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename=str(i),family=parameters['family']) else: prob[i]=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi,filename=str(i)) - + df.loc[test,'SI']=prob[i] #df.loc[test,'CI']=[]#CI[i] + gam=None elif parameters['testN']==1: train=np.arange(len(y)) test=np.arange(len(y)) if algorithm==Algorithms.alg_GAMrun: - prob[0],coeff,CI[0]=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold']) + prob[0],CI[0],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],family=parameters['family']) else: - prob[0],coeff=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) + prob[0]=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) df.loc[test,'SI']=prob[0] #df.loc[test,'CI']=[]#CI[0] test_ind[0]=test - cofl.append(coeff) + # cofl.append(coeff) # if not os.path.exists(parameters['fold']): # os.mkdir(parameters['fold']) # if algorithm==Algorithms.alg_GAMrun: @@ -152,7 +159,7 @@ def cross_validation(parameters,algorithm,classifier): # else: # ML_utils.ML_coeffs(classifier,parameters['fold'],nomi) - return prob,test_ind + return prob,test_ind,gam def cv_method(parameters): if parameters['cv_method']=='spatial': diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 339bb9e..309fbc9 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -175,7 +175,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } - outputs['prob'],outputs['test_ind']=CV_utils.cross_validation(alg_params,algorithm,classifier) + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) feedback.setCurrentStep(3) if feedback.isCanceled(): diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 53a992d..804e947 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -54,7 +54,7 @@ import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils -from sz_module.scripts.algorithms import Algorithms,GAM_utils +from sz_module.scripts.algorithms import Algorithms,GAM_utils,CV_utils import os @@ -65,10 +65,10 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) - self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=True)) + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Output trans',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -129,7 +129,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if not os.path.exists(parameters['folder']): os.mkdir(parameters['folder']) - parameters['testN']=0 + parameters['testN']=1 alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], @@ -150,23 +150,40 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) + # alg_params = { + # 'train': outputs['train'], + # 'testy': outputs['testy'], + # 'nomi':outputs['nomes'], + # 'testN':parameters['testN'], + # 'fold':parameters['folder'], + # 'splines':outputs['splines'], + # 'dtypes':outputs['dtypes'], + # 'df':outputs['df'], + # 'categorical':parameters['field2'], + # 'linear':parameters['field3'], + # 'continuous':parameters['field1'], + # 'family':family[parameters['family']] + + + # } + # outputs['trainsi'],outputs['testsi'],outputs['gam']=algorithm(alg_params) + + alg_params = { - 'train': outputs['train'], - 'testy': outputs['testy'], - 'nomi':outputs['nomes'], + 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], + 'nomi':outputs['nomes'], + 'df':outputs['df'], 'splines':outputs['splines'], 'dtypes':outputs['dtypes'], - 'df':outputs['df'], 'categorical':parameters['field2'], 'linear':parameters['field3'], 'continuous':parameters['field1'], - 'family':family[parameters['family']] - - + 'family':family[parameters['family']], } - outputs['trainsi'],outputs['testsi'],outputs['gam']=algorithm(alg_params) + + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) feedback.setCurrentStep(1) if feedback.isCanceled(): diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index b301717..857c8f8 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -63,7 +63,7 @@ from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.svm import SVC -from pygam import LogisticGAM +from pygam import LogisticGAM,LinearGAM class classeProvider(QgsProcessingProvider): @@ -457,7 +457,7 @@ def __init__(self, dict_of_scripts): 'fr_cv':Algorithms.alg_MLrun, 'DT_cv':Algorithms.alg_MLrun, 'GAM_cv':Algorithms.alg_GAMrun, - 'GAM_trans':Algorithms.GAM_simple, + 'GAM_trans':Algorithms.alg_GAMrun, } self.classifier={ @@ -465,9 +465,8 @@ def __init__(self, dict_of_scripts): 'RF_cv':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), 'LR_cv':LogisticRegression(), 'DT_cv':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), - 'GAM_cv':LogisticGAM, - 'GAM_simple':None, - 'GAM_trans':None, + 'GAM_cv':{'binomial':LogisticGAM,'gaussian':LinearGAM}, + 'GAM_trans':{'binomial':LogisticGAM,'gaussian':LinearGAM}, } def tr(self, string): From 5277f806f1b3a1bb0d693bdce5d4f51d92ae6e20 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 6 Jun 2024 09:23:10 +0200 Subject: [PATCH 07/91] clean up code --- sz_module/scripts/algorithms.py | 175 ++++++++++++------------------ sz_module/scripts/sz_trans_GAM.py | 9 +- sz_module/scripts/utils.py | 86 +++++++-------- 3 files changed, 115 insertions(+), 155 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 6b7c10e..b9f5238 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -18,108 +18,65 @@ import json -from sklearn.tree import plot_tree,export_text +from sklearn.tree import export_text class Algorithms(): - # def GAM_simple(parameters): - # sc = StandardScaler() - # nomi=parameters['nomi'] - # train=parameters['train'] - # test=parameters['testy'] - # #X_train=Algorithms.scaler(train,parameters['linear']+parameters['continuous']) - # X_train_sc = sc.fit_transform(train[parameters['linear']+parameters['continuous']]) - # X_train = np.hstack((X_train_sc, train[parameters['categorical']])) - # lams = np.empty(len(nomi)) - # lams.fill(0.5) - - # if parameters['family']=='binomial': - # gam = LogisticGAM(parameters['splines'], dtype=parameters['dtypes']) - # gam.gridsearch(X_train, train['y'], lam=lams) - # GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) - # GAM_utils.GAM_save(gam,parameters['fold']) - # prob_fit=gam.predict_proba(X_train)#[::,1] - # train['SI']=prob_fit - # if parameters['testN']>0: - # X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) - # X_test = np.hstack((X_test_sc, test[parameters['categorical']])) - # prob_predic=gam.predict_proba(X_test)#[::,1] - # test['SI']=prob_predic - # train['SI']=prob_fit - # else: - # gam = LinearGAM(parameters['splines'], dtype=parameters['dtypes']) - # gam.gridsearch(X_train, train['y'],lam=lams) - # GAM_utils.GAM_plot(gam,parameters['train'],nomi,parameters['fold'],'',X_train) - # GAM_utils.GAM_save(gam,parameters['fold']) - # prob_fit=gam.predict(X_train)#[::,1] - # #CI = gam.prediction_intervals(X_train, width=.95) - # train['SI']=prob_fit#np.exp(prob_fit) - # if parameters['testN']>0: - # X_test_sc = sc.transform(test[parameters['linear']+parameters['continuous']]) - # X_test = np.hstack((X_test_sc, test[parameters['categorical']])) - # prob_predic=gam.predict(X_test)#[::,1] - # #CI = gam.prediction_intervals(X_test, width=.95) - # test['SI']=prob_predic#np.exp(prob_predic) - # train['SI']=prob_fit#np.exp(prob_fit) - # return(train,test,gam) - def GAM_transfer(parameters): - sc = StandardScaler() nomi=parameters['nomi'] - trans=parameters['trans'] - #X_trans = sc.fit_transform(trans[nomi]) - X_train_sc = sc.fit_transform(trans[parameters['linear']+parameters['continuous']]) - X_trans = np.hstack((X_train_sc, trans[parameters['categorical']])) + df=parameters['df'] + #x=df[parameters['field1']] + df_scaled=CV_utils.scaler(df,parameters['linear']+parameters['continuous'],'custom') + if parameters['family']=='binomial': - prob_fit=parameters['gam'].predict_proba(X_trans)#[::,1] - trans['SI']=prob_fit + prob_fit=parameters['gam'].predict_proba(df_scaled)#[::,1] + df['SI']=prob_fit else: - prob_fit=parameters['gam'].predict(X_trans)#[::,1] + prob_fit=parameters['gam'].predict(df_scaled)#[::,1] #CI = parameters['gam'].prediction_intervals(X_trans, width=.95) - trans['SI']=prob_fit#np.exp(prob_fit) - return(trans) + df['SI']=prob_fit#np.exp(prob_fit) + return(df) - - #################################### - - def alg_MLrun(classifier,X,y,train,test,fold,df,nomi,filename=''): + def alg_MLrun(classifier,X,y,train,test,df,fold,nomi,filename=''): classifier.fit(X[train], y[train]) prob_predic=classifier.predict_proba(X[test])[::,1] ML_utils.ML_save(classifier,fold,nomi,filename) return prob_predic - - def alg_GAMrun(classifier,X,y,train,test,splines=None,dtypes=None,nomi=None,df=None,fold=None,filename='',family=None): + def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,fold=None,filename='',family=None): lams = np.empty(len(nomi)) lams.fill(0.5) - print(classifier) - print(family) classifier_selected=classifier[family] gam = classifier_selected(splines, dtype=dtypes) gam.gridsearch(X.iloc[train,:].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) if family=='binomial': prob=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] + #CI=gam.confidence_intervals(X.iloc[test,:].to_numpy(),width=0.95) else: prob=gam.predict(X.iloc[test,:].to_numpy())#[::,1] - CI=[]#gam.prediction_intervals(X.iloc[test,:].to_numpy()) + #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) GAM_utils.GAM_plot(gam,df.iloc[train,:],nomi,fold,filename,X.iloc[train,:]) GAM_utils.GAM_save(gam,prob,fold,nomi,filename) #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) + #print(CI) + CI=[] return prob,CI,gam class CV_utils(): + def cross_validation(parameters,algorithm,classifier): df=parameters['df'] nomi=parameters['nomi'] x=df[parameters['field1']] + #print(x,'x') + #print(df,'df') y=df['y'] if algorithm==Algorithms.alg_GAMrun: - X=CV_utils.scaler(x,parameters['linear']+parameters['continuous']) - X[parameters['categorical']]=df[parameters['categorical']] + df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous'],'custom') + #X[parameters['categorical']]=df[parameters['categorical']] else: - sc = StandardScaler()#####scaler - X = sc.fit_transform(x) + df_scaled=CV_utils.scaler(df,nomi,'standard') train_ind={} test_ind={} prob={} @@ -130,34 +87,27 @@ def cross_validation(parameters,algorithm,classifier): coeff=None if parameters['testN']>1: cv = CV_utils.cv_method(parameters) - for i, (train, test) in enumerate(cv.split(X, y)): + for i, (train, test) in enumerate(cv.split(df_scaled, y)): train_ind[i]=train test_ind[i]=test if algorithm==Algorithms.alg_GAMrun: - prob[i],CI[i],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],filename=str(i),family=parameters['family']) + prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) + #df.loc[test,'CI']=CI[i] else: - prob[i]=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi,filename=str(i)) - + prob[i]=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi,filename=str(i)) df.loc[test,'SI']=prob[i] - #df.loc[test,'CI']=[]#CI[i] gam=None elif parameters['testN']==1: train=np.arange(len(y)) test=np.arange(len(y)) if algorithm==Algorithms.alg_GAMrun: - prob[0],CI[0],gam=algorithm(classifier,X,y,train,test,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,df=df,fold=parameters['fold'],family=parameters['family']) + prob[0],CI[0],gam=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) + #df.loc[test,'CI']=CI[0] else: - prob[0]=algorithm(classifier,X,y,train,test,fold=parameters['fold'],df=df,nomi=nomi) + prob[0]=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) df.loc[test,'SI']=prob[0] - #df.loc[test,'CI']=[]#CI[0] + test_ind[0]=test - # cofl.append(coeff) - # if not os.path.exists(parameters['fold']): - # os.mkdir(parameters['fold']) - # if algorithm==Algorithms.alg_GAMrun: - # GAM_utils.GAM_coeffs(cofl,parameters['fold'],nomi) - # else: - # ML_utils.ML_coeffs(classifier,parameters['fold'],nomi) return prob,test_ind,gam @@ -169,12 +119,16 @@ def cv_method(parameters): method=StratifiedKFold(n_splits=parameters['testN']) return(method) - def scaler(df,nomes): + def scaler(df,nomes,scale_method='standard'): df_scaled=df.copy() - for nome in nomes: - s=df[nome].std() - u=df[nome].mean() - df_scaled[nome]=(df[nome]-u)/s + if scale_method=='custom': + for nome in nomes: + s=df[nome].std() + u=df[nome].mean() + df_scaled[nome]=(df[nome]-u)/s + elif scale_method=='standard': + sc = StandardScaler()#####scaler + df_scaled = sc.fit_transform(df[nomes]) return df_scaled class GAM_utils(): @@ -209,6 +163,7 @@ def GAM_formula(parameters): return splines,dtypes def GAM_plot(gam,df,nomi,fold,filename,scaled_df): + GAM_sel=nomi #sc=StandardScaler() fig = plt.figure(figsize=(20, 25)) @@ -216,11 +171,14 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): maX=[] miN=[] for i, term in enumerate(gam.terms): + print(gam.terms[i]) if term.isintercept: continue - pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) if isinstance(gam.terms[i], terms.FactorTerm): + print('ciao') continue + else: + pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) maX=maX+[np.max(confi0[:,1])] miN=miN+[np.min(confi0[:,0])] MAX=max(maX)+1 @@ -245,10 +203,10 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if term.isintercept: continue ## - #XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) #pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - XX=df[GAM_sel[i]].to_numpy() + #XX=df[GAM_sel[i]].to_numpy() try: sorted_indices = np.argsort(scaled_df.iloc[:, i]) X = scaled_df.iloc[sorted_indices].to_numpy() @@ -260,6 +218,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if ii != i: X[:, ii] = 0 pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) + print(pdep,'pdep') ## YY=pdep @@ -270,29 +229,34 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): plt.subplot(rows, 3, i+1) + # if isinstance(gam.terms[i], terms.FactorTerm): + # plt.plot(np.sort(df[GAM_sel[i]].unique()),pdep[range(1, len(pdep), 3)], 'o', c='blue') + # for j in pdep[range(1, len(pdep), 3)]: + # if j>1.5: + # plt.axvline(np.sort(df[GAM_sel[0]].unique())[np.where(pdep[range(1, len(pdep), 3)] == j)[0][0]], + # color='k', linewidth=0.5, linestyle="--") + # plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=90) + # plt.xlabel(GAM_sel[i]) + # plt.ylabel('Partial Effect') + # continue if isinstance(gam.terms[i], terms.FactorTerm): - plt.plot(np.sort(df[GAM_sel[i]]),pdep, 'o', c='blue') + plt.plot(np.sort(df[GAM_sel[i]].unique()), + pdep[range(1, len(pdep), 3)], 'o', c='gray') + for j in pdep[range(1, len(pdep), 3)]: + if j>1.5: + plt.axvline(np.sort(df[GAM_sel[0]].unique())[np.where(pdep[range(1, len(pdep), 3)] == j)[0][0]], + color='k', linewidth=0.5, linestyle="--") plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=90) plt.xlabel(GAM_sel[i]) - plt.ylabel('Partial Effect') + plt.ylabel('Regression coefficient') continue - #elif isinstance(gam.terms[i], terms.LinearTerm): - # print(pdep) - # x_linear=np.append(x_linear,i) - # y_linear=np.append(y_linear,np.unique(pdep)) - # x_tic=x_tic+[GAM_sel[i]] - # continue - ## - #plt.plot(XX[:, term.feature], pdep, c='blue') - #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - ## - ## plt.plot(XX[:, term.feature], confi, c='r', ls='--') - plt.plot(np.sort(XX), pdep, c='blue') - plt.fill_between(np.sort(XX), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + + plt.plot(XX[:, term.feature], pdep, c='blue') + plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) plt.xlabel(GAM_sel[i]) plt.ylabel('Partial Effect') - plt.ylim(MIN,MAX) + #plt.ylim(MIN,MAX) #if len(x_linear)>0: # print(x_linear,y_linear) @@ -302,8 +266,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): # plt.ylabel('Regression coefficient') plt.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') - #plt.show() - + #plt.show() def GAM_save(gam,coeffs,fold,nomi,filename=''): filename_pkl = fold+'/gam_coeff'+filename+'.pkl' diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 804e947..ed7e30a 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -135,10 +135,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'lsd' : parameters['fieldlsd'], - 'testN':parameters['testN'], 'family':family[parameters['family']] } - outputs['train'],outputs['testy'],outputs['nomes'],outputs['crs'],outputs['df']=SZ_utils.load_simple(self.f,alg_params) + outputs['df'],outputs['nomes'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) alg_params = { 'linear': parameters['field3'], @@ -189,24 +188,22 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - alg_params = { 'INPUT_VECTOR_LAYER': parameters['input1'], 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'lsd' : parameters['fieldlsd'], - 'testN':parameters['testN'], 'family':family[parameters['family']] } - outputs['train_trans'],outputs['test_trans'],outputs['nomes_trans'],outputs['crs_trans'],outputs['df_trans']=SZ_utils.load_simple(self.f,alg_params) + outputs['df_trans'],outputs['nomes_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) alg_params = { 'gam':outputs['gam'], 'nomi': outputs['nomes'], - 'trans':outputs['train_trans'], 'family':family[parameters['family']], 'categorical':parameters['field2'], 'linear':parameters['field3'], 'continuous':parameters['field1'], + 'df':outputs['df_trans'] } outputs['trans']=Algorithms.GAM_transfer(alg_params) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 1dd83a0..27c57fa 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -31,49 +31,49 @@ class SZ_utils(): - def load_simple(directory,parameters): - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - crs=layer.crs() - campi=[] - for field in layer.fields(): - campi.append(field.name()) - campi.append('geom') - gdp=pd.DataFrame(columns=campi,dtype=float) - features = layer.getFeatures() - count=0 - feat=[] - for feature in features: - attr=feature.attributes() - geom = feature.geometry() - feat=attr+[geom.asWkt()] - gdp.loc[len(gdp)] = feat - count=+ 1 - gdp.to_csv(directory+'/file.csv') - del gdp - gdp=pd.read_csv(directory+'/file.csv') - gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - df=gdp[parameters['field1']] - nomi=list(df.head()) - lsd=gdp[parameters['lsd']] - print(parameters,'printalo') - if parameters['family']=='binomial': - lsd[lsd>0]=1 - else: - lsd[lsd>0]=np.log(lsd[lsd>0]) - print('lsd',lsd,'lsd') - df['y']=lsd#.astype(int) - df['ID']=gdp['ID'] - df['geom']=gdp['geom'] - df=df.dropna(how='any',axis=0) - X=[parameters['field1']] - if parameters['testN']==0: - train=df - test=pd.DataFrame(columns=nomi,dtype=float) - else: - # split the data into train and test set - per=int(np.ceil(df.shape[0]*parameters['testN']/100)) - train, test = train_test_split(df, test_size=per, random_state=42, shuffle=True) - return train, test, nomi,crs,df + # def load_simple(directory,parameters): + # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') + # crs=layer.crs() + # campi=[] + # for field in layer.fields(): + # campi.append(field.name()) + # campi.append('geom') + # gdp=pd.DataFrame(columns=campi,dtype=float) + # features = layer.getFeatures() + # count=0 + # feat=[] + # for feature in features: + # attr=feature.attributes() + # geom = feature.geometry() + # feat=attr+[geom.asWkt()] + # gdp.loc[len(gdp)] = feat + # count=+ 1 + # gdp.to_csv(directory+'/file.csv') + # del gdp + # gdp=pd.read_csv(directory+'/file.csv') + # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) + # df=gdp[parameters['field1']] + # nomi=list(df.head()) + # lsd=gdp[parameters['lsd']] + # print(parameters,'printalo') + # if parameters['family']=='binomial': + # lsd[lsd>0]=1 + # else: + # lsd[lsd>0]=np.log(lsd[lsd>0]) + # print('lsd',lsd,'lsd') + # df['y']=lsd#.astype(int) + # df['ID']=gdp['ID'] + # df['geom']=gdp['geom'] + # df=df.dropna(how='any',axis=0) + # X=[parameters['field1']] + # if parameters['testN']==0: + # train=df + # test=pd.DataFrame(columns=nomi,dtype=float) + # else: + # # split the data into train and test set + # per=int(np.ceil(df.shape[0]*parameters['testN']/100)) + # train, test = train_test_split(df, test_size=per, random_state=42, shuffle=True) + # return train, test, nomi,crs,df def load_cv(directory,parameters): layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') From 120cfeb367687bd410420e2b449d13f54e95f2ee Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Mon, 10 Jun 2024 13:07:25 +0200 Subject: [PATCH 08/91] add spatial cross validation --- sz_module/scripts/algorithms.py | 87 +++++++++++++++++++++++--------- sz_module/scripts/sz_train_cv.py | 2 +- 2 files changed, 64 insertions(+), 25 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index b9f5238..52193a4 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -3,7 +3,7 @@ from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.preprocessing import StandardScaler -from sklearn.model_selection import StratifiedKFold +from sklearn.model_selection import StratifiedKFold,LeaveOneOut from sklearn.svm import SVC import pandas as pd import numpy as np @@ -16,7 +16,9 @@ import csv import matplotlib.pyplot as plt import json - +from sklearn.cluster import KMeans +from shapely.geometry import MultiPolygon, Polygon +from shapely.wkt import loads from sklearn.tree import export_text @@ -39,8 +41,11 @@ def GAM_transfer(parameters): return(df) def alg_MLrun(classifier,X,y,train,test,df,fold,nomi,filename=''): - classifier.fit(X[train], y[train]) - prob_predic=classifier.predict_proba(X[test])[::,1] + print(X.head()) + classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) + prob_predic=classifier.predict_proba(X.loc[test,nomi].to_numpy())[::,1] + print(nomi) + ML_utils.ML_save(classifier,fold,nomi,filename) return prob_predic @@ -49,14 +54,14 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f lams.fill(0.5) classifier_selected=classifier[family] gam = classifier_selected(splines, dtype=dtypes) - gam.gridsearch(X.iloc[train,:].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) + gam.gridsearch(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) if family=='binomial': - prob=gam.predict_proba(X.iloc[test,:].to_numpy())#[::,1] + prob=gam.predict_proba(X.loc[test,nomi].to_numpy())#[::,1] #CI=gam.confidence_intervals(X.iloc[test,:].to_numpy(),width=0.95) else: - prob=gam.predict(X.iloc[test,:].to_numpy())#[::,1] + prob=gam.predict(X.loc[test,nomi].to_numpy())#[::,1] #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) - GAM_utils.GAM_plot(gam,df.iloc[train,:],nomi,fold,filename,X.iloc[train,:]) + GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) GAM_utils.GAM_save(gam,prob,fold,nomi,filename) #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) #print(CI) @@ -76,7 +81,7 @@ def cross_validation(parameters,algorithm,classifier): df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous'],'custom') #X[parameters['categorical']]=df[parameters['categorical']] else: - df_scaled=CV_utils.scaler(df,nomi,'standard') + df_scaled=CV_utils.scaler(df,nomi,'standard') train_ind={} test_ind={} prob={} @@ -86,17 +91,15 @@ def cross_validation(parameters,algorithm,classifier): df["CI"] = np.nan coeff=None if parameters['testN']>1: - cv = CV_utils.cv_method(parameters) - for i, (train, test) in enumerate(cv.split(df_scaled, y)): - train_ind[i]=train - test_ind[i]=test + train_ind,test_ind = CV_utils.cv_method(parameters,df_scaled,df,parameters['field1']) + for i in range(parameters['testN']): if algorithm==Algorithms.alg_GAMrun: - prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) + prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] else: - prob[i]=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi,filename=str(i)) - df.loc[test,'SI']=prob[i] - gam=None + prob[i]=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) + gam=None + df.loc[test_ind[i],'SI']=prob[i] elif parameters['testN']==1: train=np.arange(len(y)) test=np.arange(len(y)) @@ -105,19 +108,51 @@ def cross_validation(parameters,algorithm,classifier): #df.loc[test,'CI']=CI[0] else: prob[0]=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) + gam=None df.loc[test,'SI']=prob[0] test_ind[0]=test return prob,test_ind,gam - def cv_method(parameters): + def cv_method(parameters,df_scaled,df,nomi): + X_train={} + X_test={} + y = df['y'].to_numpy() if parameters['cv_method']=='spatial': + for index, row in df.iterrows(): + multipolygon = loads(df.loc[index,'geom']) + # Compute the centroid of the MultiPolygon + centroid = multipolygon.centroid + # Get the x and y coordinates of the centroid + x, y = centroid.x, centroid.y + # Extract x and y coordinates + df_scaled.loc[index,'X_coord'] = x + df_scaled.loc[index,'Y_coord'] = y + # Create a DataFrame with the coordinates + coords = df_scaled[['X_coord', 'Y_coord']] + # Standardize the coordinates + scaler = StandardScaler() + coords_scaled = scaler.fit_transform(coords) + kmeans = KMeans(n_clusters=parameters['testN'], random_state=10, n_init=2, max_iter=10).fit(coords_scaled) + loo = LeaveOneOut() + #method=loo.split(kmeans.labels_) + for i, (train, test) in enumerate(loo.split(np.arange(parameters['testN']))): + X_train[i] = np.where(kmeans.labels_ != test)[0] + X_test[i] = np.where(kmeans.labels_ == test)[0] + #y_train[i] = np.where(kmeans.labels_ != test)#############da finireeeee print('spatial') elif parameters['cv_method']=='random': print('random') method=StratifiedKFold(n_splits=parameters['testN']) - return(method) + for i, (train, test) in enumerate(method.split(df_scaled, y)): + X_train[i]=train + X_test[i]=test + #elif: + # loo = LeaveOneOut() + # for train, test in loo.split(X): + #return(method) + return X_train,X_test def scaler(df,nomes,scale_method='standard'): df_scaled=df.copy() @@ -128,7 +163,10 @@ def scaler(df,nomes,scale_method='standard'): df_scaled[nome]=(df[nome]-u)/s elif scale_method=='standard': sc = StandardScaler()#####scaler - df_scaled = sc.fit_transform(df[nomes]) + array_scaled = sc.fit_transform(df[nomes]) + df_scaled = pd.DataFrame(array_scaled, columns=nomes) + none_values = df.isnull().sum() + print('errorriiiiiii',none_values) return df_scaled class GAM_utils(): @@ -171,7 +209,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): maX=[] miN=[] for i, term in enumerate(gam.terms): - print(gam.terms[i]) + #print(gam.terms[i]) if term.isintercept: continue if isinstance(gam.terms[i], terms.FactorTerm): @@ -218,7 +256,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if ii != i: X[:, ii] = 0 pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) - print(pdep,'pdep') + #print(pdep,'pdep') ## YY=pdep @@ -297,9 +335,10 @@ def GAM_save(gam,coeffs,fold,nomi,filename=''): class ML_utils(): def ML_save(classifier,fold,nomi, filename): - try: + try:#RF,DT regression_coeff=classifier.feature_importances_ coeff=regression_coeff + print(coeff,nomi) try: tree_rules = export_text(classifier, feature_names=nomi) tree_rules_list = tree_rules.split('\n') @@ -313,7 +352,7 @@ def ML_save(classifier,fold,nomi, filename): }) feature_importance_df = feature_importance_df.sort_values(by='Importance', ascending=False) feature_importance_df.to_csv(fold+'/feature_importances'+filename+'.csv', index=False) - except: + except:#SVM regression_coeff=classifier.coef_ regression_intercept=classifier.intercept_ coeff=np.hstack((regression_intercept,regression_coeff[0])) diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv.py index f88da5f..f36fbec 100644 --- a/sz_module/scripts/sz_train_cv.py +++ b/sz_module/scripts/sz_train_cv.py @@ -136,7 +136,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } - outputs['prob'],outputs['test_ind']=CV_utils.cross_validation(alg_params,algorithm,classifier) + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) feedback.setCurrentStep(2) if feedback.isCanceled(): From 86fa2cfc81f795f3849c400c3f41a173a169d038 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Mon, 10 Jun 2024 22:44:48 +0200 Subject: [PATCH 09/91] add tss cv --- sz_module/scripts/algorithms.py | 35 ++++++++++++++-------------- sz_module/scripts/sz_train_cv.py | 31 +++++++++++++++++------- sz_module/scripts/sz_train_cv_GAM.py | 30 +++++++++++++++++------- sz_module/scripts/sz_trans_GAM.py | 8 +++---- sz_module/scripts/utils.py | 11 ++++++--- sz_module/sz_module_provider.py | 4 +--- 6 files changed, 75 insertions(+), 44 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 52193a4..a925469 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -3,7 +3,7 @@ from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.preprocessing import StandardScaler -from sklearn.model_selection import StratifiedKFold,LeaveOneOut +from sklearn.model_selection import StratifiedKFold,LeaveOneOut,TimeSeriesSplit from sklearn.svm import SVC import pandas as pd import numpy as np @@ -41,11 +41,8 @@ def GAM_transfer(parameters): return(df) def alg_MLrun(classifier,X,y,train,test,df,fold,nomi,filename=''): - print(X.head()) classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) prob_predic=classifier.predict_proba(X.loc[test,nomi].to_numpy())[::,1] - print(nomi) - ML_utils.ML_save(classifier,fold,nomi,filename) return prob_predic @@ -73,7 +70,7 @@ class CV_utils(): def cross_validation(parameters,algorithm,classifier): df=parameters['df'] nomi=parameters['nomi'] - x=df[parameters['field1']] + x=df[parameters['nomi']] #print(x,'x') #print(df,'df') y=df['y'] @@ -91,7 +88,7 @@ def cross_validation(parameters,algorithm,classifier): df["CI"] = np.nan coeff=None if parameters['testN']>1: - train_ind,test_ind = CV_utils.cv_method(parameters,df_scaled,df,parameters['field1']) + train_ind,test_ind = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) for i in range(parameters['testN']): if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) @@ -135,11 +132,11 @@ def cv_method(parameters,df_scaled,df,nomi): scaler = StandardScaler() coords_scaled = scaler.fit_transform(coords) kmeans = KMeans(n_clusters=parameters['testN'], random_state=10, n_init=2, max_iter=10).fit(coords_scaled) - loo = LeaveOneOut() + method = LeaveOneOut() #method=loo.split(kmeans.labels_) - for i, (train, test) in enumerate(loo.split(np.arange(parameters['testN']))): - X_train[i] = np.where(kmeans.labels_ != test)[0] - X_test[i] = np.where(kmeans.labels_ == test)[0] + for i, (train, test) in enumerate(method.split(np.arange(parameters['testN']))): + X_train[i] = np.where(kmeans.labels_ != test[0])[0] + X_test[i] = np.where(kmeans.labels_ == test[0])[0] #y_train[i] = np.where(kmeans.labels_ != test)#############da finireeeee print('spatial') elif parameters['cv_method']=='random': @@ -148,10 +145,17 @@ def cv_method(parameters,df_scaled,df,nomi): for i, (train, test) in enumerate(method.split(df_scaled, y)): X_train[i]=train X_test[i]=test - #elif: - # loo = LeaveOneOut() - # for train, test in loo.split(X): - #return(method) + elif parameters['cv_method']=='temporal_TSS': + time_index=sorted(df[parameters['time']].unique()) + method=TimeSeriesSplit(n_splits=len(time_index)-1) + for i, (train, test) in enumerate(method.split(time_index)): + X_train[i]=np.where(df[parameters['time']] != int(time_index[test[0]]))[0] + X_test[i]=np.where(df[parameters['time']] == int(time_index[test[0]]))[0] + elif parameters['cv_method']=='temporal_LOO': + method = LeaveOneOut() + for i, (train, test) in enumerate(method.split(X)): + X_train[i]=train + X_test[i]=test return X_train,X_test def scaler(df,nomes,scale_method='standard'): @@ -166,7 +170,6 @@ def scaler(df,nomes,scale_method='standard'): array_scaled = sc.fit_transform(df[nomes]) df_scaled = pd.DataFrame(array_scaled, columns=nomes) none_values = df.isnull().sum() - print('errorriiiiiii',none_values) return df_scaled class GAM_utils(): @@ -213,7 +216,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if term.isintercept: continue if isinstance(gam.terms[i], terms.FactorTerm): - print('ciao') continue else: pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) @@ -338,7 +340,6 @@ def ML_save(classifier,fold,nomi, filename): try:#RF,DT regression_coeff=classifier.feature_importances_ coeff=regression_coeff - print(coeff,nomi) try: tree_rules = export_text(classifier, feature_names=nomi) tree_rules_list = tree_rules.split('\n') diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv.py index f36fbec..a90eb81 100644 --- a/sz_module/scripts/sz_train_cv.py +++ b/sz_module/scripts/sz_train_cv.py @@ -54,6 +54,7 @@ from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils import os +from sz_module.utils import log @@ -63,8 +64,9 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV (1 to fit or > 1 to cross-validate)'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2)) + self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) + self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -75,7 +77,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} - cv_method={'0':'random','1':'spatial'} + cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -98,6 +100,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['cv_method'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) + + parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) + if parameters['time'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['testN'] is None: @@ -114,26 +121,34 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if not os.path.exists(parameters['folder']): os.mkdir(parameters['folder']) + if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': + parameters['time']=None + else: + if parameters['time']=='': + log(f"Time field is missing for temporal CV") + raise RuntimeError("Time field is missing for temporal CV") + alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field1'], 'lsd' : parameters['fieldlsd'], + 'time':parameters['time'], } - outputs['df'],outputs['nomi'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) feedback.setCurrentStep(1) if feedback.isCanceled(): return {} alg_params = { - 'field1': parameters['field1'], + #'field1': parameters['field1'], 'testN':parameters['testN'], 'fold':parameters['folder'], - 'nomi':outputs['nomi'], + 'nomi':parameters['field1'], 'df':outputs['df'], 'cv_method':cv_method[parameters['cv_method']], - + 'time':parameters['time'] } outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) @@ -174,9 +189,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None for subLayer in subLayers: name = subLayer.split('!!::!!')[1] - print(name,'name') uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') # Create layer sub_vlayer = QgsVectorLayer(uri, name, 'ogr') if not sub_vlayer.isValid(): diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 309fbc9..d112635 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -54,6 +54,7 @@ from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils,GAM_utils import os +from sz_module.utils import log class CoreAlgorithmGAM_cv(): @@ -65,8 +66,9 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV (1 to fit or > 1 to cross-validate)'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterField(self.STRING6, 'Time field (for temporal CV)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) + self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -78,7 +80,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs = {} family={'0':'binomial','1':'gaussian'} - cv_method={'0':'random','1':'spatial'} + cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -116,6 +118,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None parameters['cv_method'] = self.parameterAsString(parameters, self.STRING5, context) if parameters['cv_method'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + + parameters['time'] = self.parameterAsString(parameters, self.STRING6, context) + if parameters['time'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING6)) parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['testN'] is None: @@ -132,14 +138,22 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if not os.path.exists(parameters['folder']): os.mkdir(parameters['folder']) + if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': + parameters['time']=None + else: + if parameters['time']=='': + log(f"Time field is missing for temporal CV") + raise RuntimeError("Time field is missing for temporal CV") + alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'lsd' : parameters['fieldlsd'], - 'family':family[parameters['family']] + 'family':family[parameters['family']], + 'time':parameters['time'], } - outputs['df'],outputs['nomes'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) feedback.setCurrentStep(1) if feedback.isCanceled(): @@ -149,7 +163,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'linear': parameters['field3'], 'continuous': parameters['field1'], 'categorical': parameters['field2'], - 'nomi': outputs['nomes'], + 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], 'spline': parameters['num1'] } @@ -163,7 +177,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], - 'nomi':outputs['nomes'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2'], 'df':outputs['df'], 'splines':outputs['splines'], 'dtypes':outputs['dtypes'], @@ -172,7 +186,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'continuous':parameters['field1'], 'family':family[parameters['family']], 'cv_method':cv_method[parameters['cv_method']], - + 'time':parameters['time'] } outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index ed7e30a..bf8b1f0 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -137,13 +137,13 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']] } - outputs['df'],outputs['nomes'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) alg_params = { 'linear': parameters['field3'], 'continuous': parameters['field1'], 'categorical': parameters['field2'], - 'nomi': outputs['nomes'], + 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], 'spline': parameters['num1'] } outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) @@ -169,10 +169,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], + #'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], - 'nomi':outputs['nomes'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2'], 'df':outputs['df'], 'splines':outputs['splines'], 'dtypes':outputs['dtypes'], diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 27c57fa..be46ff1 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -96,15 +96,20 @@ def load_cv(directory,parameters): del gdp gdp=pd.read_csv(directory+'/file.csv') gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - df=gdp[parameters['field1']] - nomi=list(df.head()) + if parameters['time']==None: + df=gdp[parameters['field1']] + print('ciccia') + else: + df=gdp[parameters['field1']+[parameters['time']]] + df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) + #nomi=list(df.head()) lsd=gdp[parameters['lsd']] lsd[lsd>0]=1 df['y']=lsd#.astype(int) df['ID']=gdp['ID'] df['geom']=gdp['geom'] df=df.dropna(how='any',axis=0) - return(df,nomi,crs) + return(df,crs) def stampfit(parameters): diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 857c8f8..b0685c0 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -434,6 +434,7 @@ class Instance(QgsProcessingAlgorithm): STRING3 = 'STRING3'#'field3' STRING4 = 'STRING4'#'string4' STRING5 = 'STRING5' + STRING6 = 'STRING6' NUMBER = 'NUMBER'#'testN' NUMBER1 = 'NUMBER1'#'num1' NUMBER2 = 'NUMBER2' @@ -495,9 +496,6 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - print(self.dict_of_scripts['alg']) - print(self.algorithms) - print(self.classifier) if self.algorithms[self.dict_of_scripts['alg']] or self.classifier[self.dict_of_scripts['alg']]: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) else: From db08d11424ad127257530e43a2735911050145e9 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 11 Jun 2024 11:23:16 +0200 Subject: [PATCH 10/91] add temporal and spacetime cv --- sz_module/scripts/algorithms.py | 72 +++++++++++++++++----------- sz_module/scripts/sz_train_cv.py | 6 ++- sz_module/scripts/sz_train_cv_GAM.py | 4 +- sz_module/scripts/utils.py | 1 + sz_module/sz_module.py | 33 ++++++------- 5 files changed, 67 insertions(+), 49 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a925469..1c892a4 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -88,8 +88,8 @@ def cross_validation(parameters,algorithm,classifier): df["CI"] = np.nan coeff=None if parameters['testN']>1: - train_ind,test_ind = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) - for i in range(parameters['testN']): + train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) + for i in range(iters_count): if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] @@ -117,30 +117,12 @@ def cv_method(parameters,df_scaled,df,nomi): X_test={} y = df['y'].to_numpy() if parameters['cv_method']=='spatial': - for index, row in df.iterrows(): - multipolygon = loads(df.loc[index,'geom']) - # Compute the centroid of the MultiPolygon - centroid = multipolygon.centroid - # Get the x and y coordinates of the centroid - x, y = centroid.x, centroid.y - # Extract x and y coordinates - df_scaled.loc[index,'X_coord'] = x - df_scaled.loc[index,'Y_coord'] = y - # Create a DataFrame with the coordinates - coords = df_scaled[['X_coord', 'Y_coord']] - # Standardize the coordinates - scaler = StandardScaler() - coords_scaled = scaler.fit_transform(coords) - kmeans = KMeans(n_clusters=parameters['testN'], random_state=10, n_init=2, max_iter=10).fit(coords_scaled) + kmeans = CV_utils.kmeans_clustering(parameters,df,df_scaled) method = LeaveOneOut() - #method=loo.split(kmeans.labels_) for i, (train, test) in enumerate(method.split(np.arange(parameters['testN']))): X_train[i] = np.where(kmeans.labels_ != test[0])[0] X_test[i] = np.where(kmeans.labels_ == test[0])[0] - #y_train[i] = np.where(kmeans.labels_ != test)#############da finireeeee - print('spatial') elif parameters['cv_method']=='random': - print('random') method=StratifiedKFold(n_splits=parameters['testN']) for i, (train, test) in enumerate(method.split(df_scaled, y)): X_train[i]=train @@ -149,14 +131,32 @@ def cv_method(parameters,df_scaled,df,nomi): time_index=sorted(df[parameters['time']].unique()) method=TimeSeriesSplit(n_splits=len(time_index)-1) for i, (train, test) in enumerate(method.split(time_index)): - X_train[i]=np.where(df[parameters['time']] != int(time_index[test[0]]))[0] - X_test[i]=np.where(df[parameters['time']] == int(time_index[test[0]]))[0] + X_train[i]=np.where(df[parameters['time']] != time_index[test[0]])[0] + X_test[i]=np.where(df[parameters['time']] == time_index[test[0]])[0] + print('train',X_train) elif parameters['cv_method']=='temporal_LOO': + time_index=sorted(df[parameters['time']].unique()) method = LeaveOneOut() - for i, (train, test) in enumerate(method.split(X)): - X_train[i]=train - X_test[i]=test - return X_train,X_test + for i, (train, test) in enumerate(method.split(time_index)): + X_train[i]=np.where(df[parameters['time']] != time_index[test[0]])[0] + X_test[i]=np.where(df[parameters['time']] == time_index[test[0]])[0] + elif parameters['cv_method']=='spacetime_LOO': + kmeans = CV_utils.kmeans_clustering(parameters,df,df_scaled) + time_index=sorted(df[parameters['time']].unique()) + method = LeaveOneOut() + count=0 + for ii, (train_time, test_time) in enumerate(method.split(time_index)): + #X_train_time=np.where(df[parameters['time']] != time_index[test_time[0]])[0] + X_test_time_index=np.where(df[parameters['time']] == time_index[test_time[0]])[0] + for i, (train, test) in enumerate(method.split(np.arange(parameters['testN']))): + #X_train[i] = np.where(kmeans.labels_ != test[0])[0] + X_test_space_index = np.where(kmeans.labels_ == test[0])[0] + X_test[count]=np.intersect1d(X_test_time_index, X_test_space_index) + mask = ~np.isin(np.arange(len(df)), X_test[count]) + X_train[count] = np.arange(len(df))[mask] + count+=1 + + return X_train,X_test,len(X_test) def scaler(df,nomes,scale_method='standard'): df_scaled=df.copy() @@ -171,6 +171,24 @@ def scaler(df,nomes,scale_method='standard'): df_scaled = pd.DataFrame(array_scaled, columns=nomes) none_values = df.isnull().sum() return df_scaled + + def kmeans_clustering(parameters,df,df_scaled): + for index, row in df.iterrows(): + multipolygon = loads(df.loc[index,'geom']) + # Compute the centroid of the MultiPolygon + centroid = multipolygon.centroid + # Get the x and y coordinates of the centroid + x, y = centroid.x, centroid.y + # Extract x and y coordinates + df_scaled.loc[index,'X_coord'] = x + df_scaled.loc[index,'Y_coord'] = y + # Create a DataFrame with the coordinates + coords = df_scaled[['X_coord', 'Y_coord']] + # Standardize the coordinates + scaler = StandardScaler() + coords_scaled = scaler.fit_transform(coords) + kmeans = KMeans(n_clusters=parameters['testN'], random_state=10, n_init=2, max_iter=10).fit(coords_scaled) + return kmeans class GAM_utils(): def GAM_formula(parameters): diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv.py index a90eb81..ac89881 100644 --- a/sz_module/scripts/sz_train_cv.py +++ b/sz_module/scripts/sz_train_cv.py @@ -64,7 +64,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) @@ -77,7 +77,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} - cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO'} + cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -140,6 +140,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(1) if feedback.isCanceled(): return {} + + print(cv_method[parameters['cv_method']]) alg_params = { #'field1': parameters['field1'], diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index d112635..68e8442 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -66,7 +66,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING6, 'Time field (for temporal CV)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) @@ -80,7 +80,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs = {} family={'0':'binomial','1':'gaussian'} - cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO'} + cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index be46ff1..71e0c25 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -147,6 +147,7 @@ def stamp_cv(parameters): fig=plt.figure() plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') for i in range(len(test_ind)): + print(scores_v[test_ind[i]].isna().sum().sum(),'null') fprv, tprv, treshv = roc_curve(y_v[test_ind[i]],scores_v[test_ind[i]]) aucv=roc_auc_score(y_v[test_ind[i]],scores_v[test_ind[i]]) print('ROC '+ str(i) +' AUC=',aucv) diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index fe068b6..8345b19 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -68,25 +68,22 @@ def initProcessing(self): def initGui(self): self.installer=installer(self.version) print('Plugin already installed? ',self.plugin_settings.value("installed")) - #if not self.plugin_settings.value("installed"):# or self.plugin_settings.value("active"): print('0') - if self.installer.preliminay_req() is False: - self.installer.unload() - log(f"An error occured during the installation") - raise RuntimeError("An error occured during the installation") - else: - print('1') - if self.installer.requirements() is False: - self.installer.unload() - log(f"An error occured during the installation") - raise RuntimeError("An error occured during the installation") - else: - print('2') - self.plugin_settings.setValue("installed", True) - self.initProcessing() - # if self.plugin_settings.value("installed"): - # print('3') - # self.initProcessing() + # if self.installer.preliminay_req() is False:##rimuovere il commentooooo!!!!!!!!!! + # self.installer.unload() + # log(f"An error occured during the installation") + # raise RuntimeError("An error occured during the installation") + # else: + # print('1') + # if self.installer.requirements() is False: + # self.installer.unload() + # log(f"An error occured during the installation") + # raise RuntimeError("An error occured during the installation") + # else: + # print('2') + # self.plugin_settings.setValue("installed", True) + # self.initProcessing() + self.initProcessing() def unload(self): QgsApplication.processingRegistry().removeProvider(self.provider) From 59475173f8cceda45239d3d4cbff0913db77315f Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 11 Jun 2024 11:51:42 +0200 Subject: [PATCH 11/91] restyle GUI --- sz_module/scripts/sz_train_cv.py | 11 +- sz_module/sz_module_provider.py | 179 +++++-------------------------- 2 files changed, 34 insertions(+), 156 deletions(-) diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv.py index ac89881..c1898f5 100644 --- a/sz_module/scripts/sz_train_cv.py +++ b/sz_module/scripts/sz_train_cv.py @@ -64,6 +64,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'ML algorithm', options=['SVC','DT','RF'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) @@ -78,7 +79,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs = {} cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} - + ML={'0':'SVC','1':'DT','2':'RF'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -88,7 +89,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) if parameters['field1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) @@ -97,6 +97,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['algorithm'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['cv_method'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) @@ -105,7 +109,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['time'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['testN'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) @@ -153,7 +156,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'time':parameters['time'] } - outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['algorithm']]]) feedback.setCurrentStep(2) if feedback.isCanceled(): diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index b0685c0..e8ab6d1 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -85,156 +85,24 @@ def loadAlgorithms(self): Loads all algorithms belonging to this provider. """ - # dict_of_scripts={ - # 'alg': 'woe_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_WOE', - # 'displayName':'01 WoE', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'woe_cv', - # 'function': CoreAlgorithm_cv, - # 'name':'Fit-CV_WOEcv', - # 'displayName':'01 WoE', - # 'group':'03 SI k-fold', - # 'groupId':'03 SI k-fold', - # 'shortHelpString':"This function apply Weight of Evidence to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'SVC_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_SVC', - # 'displayName':'05 SVM', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ - 'alg': 'SVC_cv', + 'alg': 'ML_cv', 'function': CoreAlgorithm_cv, 'name':'Fit-CV_SVCcv', - 'displayName':'05 SVM', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', + 'displayName':'01 Machine Learning tools', + 'group':'02 Modelling', + 'groupId':'02 Modelling', 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } self.addAlgorithm(Instance(dict_of_scripts)) - # dict_of_scripts={ - # 'alg': 'RF_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_RF', - # 'displayName':'04 RF', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Random Forest to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'RF_cv', - 'function': CoreAlgorithm_cv, - 'name':'Fit-CV_RFcv', - 'displayName':'04 RF', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', - 'shortHelpString':"This function apply Random Forest to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'LR_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_LR', - # 'displayName':'03 LR', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'LR_cv', - # 'function': CoreAlgorithm_cv, - # 'name':'Fit-CV_LRcv', - # 'displayName':'03 LR', - # 'group':'03 SI k-fold', - # 'groupId':'03 SI k-fold', - # 'shortHelpString':"This function apply Logistic Regression to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'fr_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_FR', - # 'displayName':'02 FR', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'fr_cv', - # 'function': CoreAlgorithm_cv, - # 'name':'Fit-CV_FRcv', - # 'displayName':'02 FR', - # 'group':'03 SI k-fold', - # 'groupId':'03 SI k-fold', - # 'shortHelpString':"This function apply Frequency Ratio to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'DT_simple', - # 'function': CoreAlgorithm, - # 'name':'Fit-CV_DT', - # 'displayName':'06 DT', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Decision Tree to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - - dict_of_scripts={ - 'alg': 'DT_cv', - 'function': CoreAlgorithm_cv, - 'name':'Fit-CV_DTcv', - 'displayName':'06 DT', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', - 'shortHelpString':"This function apply Decision Tree to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", - } - self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'GAM_simple', - # 'function': CoreAlgorithmGAM, - # 'name':'Fit-CV_GAM', - # 'displayName':'07 GAM', - # 'group':'02 SI', - # 'groupId':'02 SI', - # 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis selecting the sample percentage test/training. If you want just do fitting put the test percentage equal to zero", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ 'alg': 'GAM_cv', 'function': CoreAlgorithmGAM_cv, 'name':'Fit-CV_GAMcv', - 'displayName':'07 GAM', - 'group':'03 SI k-fold', - 'groupId':'03 SI k-fold', + 'displayName':'02 Statistical tools', + 'group':'02 Modelling', + 'groupId':'02 Modelling', 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -243,13 +111,24 @@ def loadAlgorithms(self): 'alg': 'GAM_trans', 'function': CoreAlgorithmGAM_trans, 'name':'Transfer_GAM', - 'displayName':'01 GAM', - 'group':'04 SI Transfer', - 'groupId':'04 SI Transfer', + 'displayName':'02 Predict Generalized Additive Model', + 'group':'03 SI transfer', + 'groupId':'03 SI transfer', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'ML_trans', + # 'function': CoreAlgorithmML_trans, + # 'name':'Transfer_ML', + # 'displayName':'01 Predict Machine Learning', + # 'group':'03 SI transfer', + # 'groupId':'03 SI transfer', + # 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) + ############## dict_of_scripts={ 'alg': 'classcovtxt', @@ -450,22 +329,18 @@ class Instance(QgsProcessingAlgorithm): def __init__(self, dict_of_scripts): super().__init__() self.dict_of_scripts = dict_of_scripts - #self.class_function=self.dict_of_scripts['function']() self.algorithms={ - 'SVC_cv':Algorithms.alg_MLrun, - 'RF_cv':Algorithms.alg_MLrun, - 'LR_cv':Algorithms.alg_MLrun, - 'fr_cv':Algorithms.alg_MLrun, - 'DT_cv':Algorithms.alg_MLrun, + 'ML_cv':Algorithms.alg_MLrun, 'GAM_cv':Algorithms.alg_GAMrun, 'GAM_trans':Algorithms.alg_GAMrun, } self.classifier={ - 'SVC_cv':SVC(kernel = 'linear', random_state = 0,probability=True), - 'RF_cv':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), - 'LR_cv':LogisticRegression(), - 'DT_cv':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), + 'ML_cv':{ + 'SVC':SVC(kernel = 'linear', random_state = 0,probability=True), + 'RF':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), + 'DT':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), + }, 'GAM_cv':{'binomial':LogisticGAM,'gaussian':LinearGAM}, 'GAM_trans':{'binomial':LogisticGAM,'gaussian':LinearGAM}, } From eee80f5e4fc7e1d2dda42549492b71ea3506da4d Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 11 Jun 2024 11:54:26 +0200 Subject: [PATCH 12/91] restyle GUI --- sz_module/sz_module_provider.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index e8ab6d1..eccc400 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -174,8 +174,8 @@ def loadAlgorithms(self): 'function': rocGenerator, 'name':'ROC', 'displayName':'04 ROC', - 'group':'05 Classify SI', - 'groupId':'05 Classify SI', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', 'shortHelpString':"ROC curve creator", } self.addAlgorithm(Instance(dict_of_scripts)) From 3ce744f823c4c0f36131d9465ff19a85533623a0 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 11 Jun 2024 12:54:29 +0200 Subject: [PATCH 13/91] edit .env --- sz_module/.env | 7 ++++--- sz_module/sz_module.py | 37 +++++++++++++++++++-------------- sz_module/sz_module_provider.py | 17 ++++++++------- sz_module/utils.py | 13 +++++++++++- 4 files changed, 46 insertions(+), 28 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index b93a4f2..e35e7dc 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,3 +1,4 @@ -PROCESSING_PROVIDER = False -DEBUG = False -PLUGIN_NAME = SZ \ No newline at end of file +# .env +PROCESSING_PROVIDER=False +DEBUG=True +PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index 8345b19..cc7b52d 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -37,7 +37,7 @@ from qgis.PyQt.QtCore import QSettings from qgis.utils import iface,available_plugins,active_plugins from .installer.installer import installer -from .utils import log,warn +from .utils import log,warn,load_env_file cmd_folder = os.path.split(inspect.getfile(inspect.currentframe()))[0] @@ -50,9 +50,11 @@ class classePlugin(object): def __init__(self): #self.settings = QgsSettings() #self.settings.beginGroup("SZ") + self.provider = None dir=(os.path.dirname(os.path.abspath(__file__))) + load_env_file(os.path.join(dir, ".env")) with open(dir+'/metadata.txt','r') as file: for line in file: if line.startswith('version='): @@ -69,21 +71,24 @@ def initGui(self): self.installer=installer(self.version) print('Plugin already installed? ',self.plugin_settings.value("installed")) print('0') - # if self.installer.preliminay_req() is False:##rimuovere il commentooooo!!!!!!!!!! - # self.installer.unload() - # log(f"An error occured during the installation") - # raise RuntimeError("An error occured during the installation") - # else: - # print('1') - # if self.installer.requirements() is False: - # self.installer.unload() - # log(f"An error occured during the installation") - # raise RuntimeError("An error occured during the installation") - # else: - # print('2') - # self.plugin_settings.setValue("installed", True) - # self.initProcessing() - self.initProcessing() + if os.environ.get('DEBUG')=='False': + print('dentro') + if self.installer.preliminay_req() is False:##rimuovere il commentooooo!!!!!!!!!! + self.installer.unload() + log(f"An error occured during the installation") + raise RuntimeError("An error occured during the installation") + else: + print('1') + if self.installer.requirements() is False: + self.installer.unload() + log(f"An error occured during the installation") + raise RuntimeError("An error occured during the installation") + else: + print('2') + self.plugin_settings.setValue("installed", True) + self.initProcessing() + else: + self.initProcessing() def unload(self): QgsApplication.processingRegistry().removeProvider(self.provider) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index eccc400..cf90de1 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -240,8 +240,8 @@ def loadAlgorithms(self): 'function': classvAlgorithm, 'name':'classy vector by ROC', 'displayName':'01 Classify vector by ROC', - 'group':'05 Classify SI', - 'groupId':'05 Classify SI', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -251,8 +251,8 @@ def loadAlgorithms(self): 'function': classvAlgorithmW, 'name':'classy vector by wROC', 'displayName':'02 Classify vector by weighted ROC', - 'group':'05 Classify SI', - 'groupId':'05 Classify SI', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -262,8 +262,8 @@ def loadAlgorithms(self): 'function': FPAlgorithm, 'name':'Conf matrix', 'displayName':'03 Confusion Matrix', - 'group':'05 Classify SI', - 'groupId':'05 Classify SI', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", } self.addAlgorithm(Instance(dict_of_scripts)) @@ -371,9 +371,10 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - if self.algorithms[self.dict_of_scripts['alg']] or self.classifier[self.dict_of_scripts['alg']]: + #if self.algorithms[self.dict_of_scripts['alg']] or self.classifier[self.dict_of_scripts['alg']]: + try: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - else: + except: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result diff --git a/sz_module/utils.py b/sz_module/utils.py index 3c30d93..4b8081d 100644 --- a/sz_module/utils.py +++ b/sz_module/utils.py @@ -4,7 +4,7 @@ sys.setrecursionlimit(10000) from qgis.core import * from qgis import * - +import os from qgis.core import Qgis, QgsMessageLog def log(message): @@ -16,6 +16,17 @@ def warn(message): #def icon(name): # return QIcon(os.path.join(os.path.dirname(__file__), "icons", name)) + +# Function to load environment variables from a .env file +def load_env_file(file_path): + with open(file_path, 'r') as f: + for line in f: + # Skip comments and empty lines + if line.strip() and not line.strip().startswith('#'): + # Split key-value pairs + key, value = line.strip().split('=', 1) + os.environ[key] = value + From d47cde72573003b614bb08e3a8ab6e24ee9ee1b4 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 12 Jun 2024 07:58:12 +0200 Subject: [PATCH 14/91] update functions --- sz_module/scripts/class_counter.py | 181 ------------- sz_module/scripts/classcovdeciles.py | 5 +- sz_module/scripts/classcovtxt.py | 33 +-- sz_module/scripts/classvector.py | 230 ++++------------- sz_module/scripts/classvectorw.py | 110 ++++---- sz_module/scripts/cleaning.py | 189 ++++++++++---- sz_module/scripts/corrplot.py | 69 ++--- sz_module/scripts/graphs_lsdstats_kernel.py | 80 +----- sz_module/scripts/lsdanalysis.py | 5 +- sz_module/scripts/pointtogrid.py | 261 ------------------- sz_module/scripts/polytogrid.py | 210 --------------- sz_module/scripts/randomsampler3.py | 128 ++++----- sz_module/scripts/roc.py | 4 +- sz_module/scripts/selfroc.py | 101 ++++---- sz_module/scripts/stat31.py | 15 +- sz_module/scripts/statmatrix2.py | 170 ------------ sz_module/scripts/sz_train_simple_GAM.py | 273 -------------------- sz_module/scripts/tptn.py | 20 +- sz_module/scripts/utils.py | 38 ++- sz_module/sz_module.py | 3 - sz_module/sz_module_provider.py | 47 ++-- 21 files changed, 487 insertions(+), 1685 deletions(-) delete mode 100755 sz_module/scripts/class_counter.py delete mode 100755 sz_module/scripts/pointtogrid.py delete mode 100755 sz_module/scripts/polytogrid.py delete mode 100755 sz_module/scripts/statmatrix2.py delete mode 100644 sz_module/scripts/sz_train_simple_GAM.py diff --git a/sz_module/scripts/class_counter.py b/sz_module/scripts/class_counter.py deleted file mode 100755 index 0a8a461..0000000 --- a/sz_module/scripts/class_counter.py +++ /dev/null @@ -1,181 +0,0 @@ -# -*- coding: utf-8 -*- - -""" -/*************************************************************************** - 02 FR Fitting/CrossValid - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - 02 FR Fitting/CrossValid - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -from qgis.PyQt.QtCore import QCoreApplication -from qgis.core import (QgsProcessing, - QgsFeatureSink, - QgsProcessingException, - QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, - QgsProcessingParameterVectorLayer, - QgsProcessingParameterFile) -from qgis import processing -#import jenkspy -from osgeo import gdal,ogr -import numpy as np -from sklearn.metrics import roc_curve, auc -from sklearn.metrics import roc_auc_score -import math -import operator -import matplotlib.pyplot as plt -import csv -import tempfile - -class classAlgorithm(QgsProcessingAlgorithm): - INPUT = 'lsi' - FILE = 'class' - OUTPUT = 'OUTPUT' - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def createInstance(self): - return classAlgorithm() - - def name(self): - return 'pixel counter' - - def displayName(self): - return self.tr('01 Class Pixel Counter') - - def group(self): - return self.tr('Raster analysis') - - def groupId(self): - return 'Raster analysis' - - def shortHelpString(self): - return self.tr("Calculate the % of area covered by classes on raster") - - def initAlgorithm(self, config=None): - self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT, 'Raster', defaultValue=None)) - #self.addParameter(QgsProcessingParameterFileDestination('out', 'out', '*.txt', defaultValue=None)) - self.addParameter(QgsProcessingParameterFile(self.FILE, 'Txt classes', QgsProcessingParameterFile.File, '', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output csv', '*.csv', defaultValue=None)) - - - - - def processAlgorithm(self, parameters, context, model_feedback): - self.f=tempfile.gettempdir() - parameters['lso'] = self.parameterAsRasterLayer(parameters, self.INPUT, context) - if parameters['lso'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['lsi']=parameters['lso'].source() - - parameters['class'] = self.parameterAsFile(parameters, self.FILE, context)#.source() - if parameters['class'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.FILE)) - - parameters['outcsv'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) - if parameters['outcsv'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - print(parameters['outcsv']) - - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) - results = {} - outputs = {} - # Input - alg_params = { - 'INPUT': parameters['lsi'] - } - outputs['open']=self.raster2array(alg_params) - #list_of_values=list(np.arange(10)) - #self.list_of_values=outputs['open'][outputs['open']>-9999].reshape(-1) - #QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) - - alg_params = { - 'INPUT': outputs['open'], - 'INPUT1': parameters['class'], - 'out': parameters['outcsv'] - } - outputs['class']=self.classification(alg_params) - - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - return results - - def raster2array(self,parameters): - self.ds22 = gdal.Open(parameters['INPUT']) - if self.ds22 is None:#####################verify empty row input - #QgsMessageLog.logMessage("ERROR: can't open raster input", tag="WoE") - raise ValueError # can't open raster input, see 'WoE' Log Messages Panel - self.gt=self.ds22.GetGeoTransform() - self.xsize = self.ds22.RasterXSize - self.ysize = self.ds22.RasterYSize - #print(w,h,xmin,xmax,ymin,ymax,self.xsize,self.ysize) - aa=self.ds22.GetRasterBand(1) - NoData=aa.GetNoDataValue() - matrix = np.array(aa.ReadAsArray()) - bands = self.ds22.RasterCount - if bands>1:#####################verify bands - #QgsMessageLog.logMessage("ERROR: input rasters shoud be 1-band raster", tag="WoE") - raise ValueError # input rasters shoud be 1-band raster, see 'WoE' Log Messages Panel - return matrix - - def classification(self,parameters):###############classify causes according to txt classes - Min={} - Max={} - clas={} - matrix=parameters['INPUT'] - with open(parameters['INPUT1'], 'r') as f: - c = csv.reader(f,delimiter=' ') - count=1 - for cond in c: - b=np.array([]) - b=np.asarray(cond) - Min[count]=b[0].astype(np.float32) - Max[count]=b[1].astype(np.float32) - clas[count]=b[2]#.astype(int) - count+=1 - key_max=None - key_min=None - key_max = max(Max.keys(), key=(lambda k: Max[k])) - key_min = min(Min.keys(), key=(lambda k: Min[k])) - a={} - a[0]=np.count_nonzero(matrix>-9999) - print(a[0]) - with open(parameters['out'], 'w', newline='') as csvfile: - spamwriter = csv.writer(csvfile) - for i in range(1,count): - a[clas[i]]=np.count_nonzero((matrix>=Min[i])&(matrix=Min[i])&(self.matrix1:#####################verify bands - # #QgsMessageLog.logMessage("ERROR: input rasters shoud be 1-band raster", tag="WoE") - # raise ValueError # input rasters shoud be 1-band raster, see 'WoE' Log Messages Panel - # return matrix - - # def jenk(self,parameters): - # breaks = jenkspy.jenks_breaks(self.list_of_values, nb_class=parameters['NUMBER']) - # QgsMessageLog.logMessage(str(breaks), 'ClassyLSI', level=Qgis.Info) - # np.savetxt(parameters['OUTPUT'], breaks, delimiter=",") - # - # def equal(self,parameters): - # interval=(np.max(self.list_of_values)-np.min(self.list_of_values))/parameters['NUMBER'] - # QgsMessageLog.logMessage(str(interval), 'ClassyLSI', level=Qgis.Info) - # edges=[] - # for i in range(parameters['NUMBER']): - # QgsMessageLog.logMessage(str(i), 'ClassyLSI', level=Qgis.Info) - # edges=np.append(edges,np.min(self.list_of_values)+(i*interval)) - # edges=np.append(edges,np.max(self.list_of_values)) - # np.savetxt(parameters['OUTPUT'], edges, delimiter=",") - - - def classy(self,parameters): + def classy(parameters): df=parameters['df'] y_true=np.array(df['y']).reshape(-1,1) @@ -317,8 +254,8 @@ def classy(self,parameters): giri=20*parameters['NUMBER'] - self.numOff=giri#divisibile per 5 - self.Off=giri + numOff=giri#divisibile per 5 + Off=giri # l=self.xsize*self.ysize # self.matrix=np.reshape(parameters['INPUT1'],-1) # self.inventory=np.reshape(parameters['INPUT2'],-1) @@ -340,7 +277,7 @@ def classy(self,parameters): c={} ran=np.array([]) summ=0 - while countym and XY[i,0]xm: - # valuess[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1 - # except:#only 1 feature - # if XY[1]ym and XY[0]xm: - # valuess[NumPxl[1].astype(int),NumPxl[0].astype(int)]=1 - # fuori = valuess.astype('float32') - # return fuori - -def curve(self,x,y,w,nclasses): - #x Area - #y 0 1 - #w lsi - d={'x':list(x),'y':list(y),'w':list(w)} - df=pd.DataFrame(data=d) - #print(w,'w') - sortdf=df.sort_values(by='w', ascending=False) - sortdf['ysum']=sortdf['x'].cumsum() - m1=sum(sortdf['ysum']) - sortdf1=sortdf.loc[sortdf['y']==1,:] - #sortdf=sortdf[sortdf['y']==1,] - sortdf1['xsum']=sortdf1['x'].cumsum() - m2=sum(sortdf1['xsum']) - xx=np.array([0]) - yy=np.array([0]) - for i in range(nclasses): - sortdf1n=sortdf1.loc[sortdf1['w']>=nclasses-i,:] - xn=sortdf1n['xsum'].sum() - sortdfn=sortdf.loc[sortdf['w']>=nclasses-i,:] - yn=sortdfn['ysum'].sum() - xx=np.append(xx,xn) - yy=np.append(yy,yn) - xx=xx/m2 - yy=yy/m1 - #print(x,'x') - #print(y,'y') - #print(np.array([0,1,2])) - #print(ciao) - - return(xx,yy) - -def rok(self,y,w,nclasses,c): +# def curve(x,y,w,nclasses): +# #x Area +# #y 0 1 +# #w lsi +# d={'x':list(x),'y':list(y),'w':list(w)} +# df=pd.DataFrame(data=d) +# #print(w,'w') +# sortdf=df.sort_values(by='w', ascending=False) +# sortdf['ysum']=sortdf['x'].cumsum() +# m1=sum(sortdf['ysum']) +# sortdf1=sortdf.loc[sortdf['y']==1,:] +# #sortdf=sortdf[sortdf['y']==1,] +# sortdf1['xsum']=sortdf1['x'].cumsum() +# m2=sum(sortdf1['xsum']) +# xx=np.array([0]) +# yy=np.array([0]) +# for i in range(nclasses): +# sortdf1n=sortdf1.loc[sortdf1['w']>=nclasses-i,:] +# xn=sortdf1n['xsum'].sum() +# sortdfn=sortdf.loc[sortdf['w']>=nclasses-i,:] +# yn=sortdfn['ysum'].sum() +# xx=np.append(xx,xn) +# yy=np.append(yy,yn) +# xx=xx/m2 +# yy=yy/m1 +# #print(x,'x') +# #print(y,'y') +# #print(np.array([0,1,2])) +# #print(ciao) + +# return(xx,yy) + +def rok(y,w,nclasses,c): #fpra,tpra,t=roc_curve(y, w, None) fpra,tpra,t=roc_curve(y,w) xx=np.array([]) @@ -529,30 +421,4 @@ def rok(self,y,w,nclasses,c): yy=np.append(tpra[index],yy) xx=np.append(np.array([0]),xx) yy=np.append(np.array([0]),yy) - - - # print(x[index]) - # fpr = {} - # tpr = {} - # #print(x) - # #print(x[x==0.]) - # P=float(len(y[y==1.]))#tp+fn - # N=float(len(y[y==0.]))#tn+fp - # #print(N) - # for i in range(nclasses): - # index=np.array([]) - # fptp=np.array([]) - # index=np.where(w<=i+1) - # fptp=y[index] - # tp=float(len(np.argwhere(fptp==1))) - # fp=float(len(np.argwhere(fptp==0))) - # fpr[i]=float(fp/N) - # tpr[i]=float(tp/P) - # xx=np.array([0]) - # yy=np.array([0]) - # for aa in range(nclasses): - # xx=np.append(xx,xx[aa]+fpr[nclasses-aa-1]) - # yy=np.append(yy,yy[aa]+tpr[nclasses-aa-1]) - #print(xx,'x') - #print(yy,'y') return(xx,yy) diff --git a/sz_module/scripts/classvectorw.py b/sz_module/scripts/classvectorw.py index a78eeca..fdae48c 100755 --- a/sz_module/scripts/classvectorw.py +++ b/sz_module/scripts/classvectorw.py @@ -70,7 +70,7 @@ import math import operator import matplotlib.pyplot as plt - +import os from qgis import processing from osgeo import gdal,ogr,osr import numpy as np @@ -89,6 +89,8 @@ #import geopandas as gd import pandas as pd import tempfile +from sz_module.scripts.utils import SZ_utils + class classvAlgorithmW(QgsProcessingAlgorithm): # INPUT = 'INPUT' @@ -192,7 +194,7 @@ def process(self, parameters, context, model_feedback): #'INPUT_INT': parameters['BufferRadiousInPxl'], #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['gdp'],outputs['crs']=self.load(alg_params) + outputs['gdp'],outputs['crs']=SZ_utils.load_cv(alg_params) #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] @@ -209,7 +211,7 @@ def process(self, parameters, context, model_feedback): 'NUMBER': parameters['classes'], 'OUTPUT': parameters['edgesGA'] } - outputs['ga']=self.classy(alg_params) + outputs['ga']=Functions.classy(alg_params) # alg_params = { # 'OUTPUT': parameters['edgesJenks'], @@ -223,47 +225,47 @@ def process(self, parameters, context, model_feedback): return results - - def load(self,parameters): - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - crs=layer.crs() - campi=[] - for field in layer.fields(): - campi.append(field.name()) - campi.append('geom') - gdp=pd.DataFrame(columns=campi,dtype=float) - df=pd.DataFrame(dtype=float) - features = layer.getFeatures() - count=0 - feat=[] - for feature in features: - attr=feature.attributes() - #print(attr) - geom = feature.geometry() - #print(type(geom.asWkt())) - feat=attr+[geom.asWkt()] - #print(feat) - gdp.loc[len(gdp)] = feat - #gdp = gdp.append(feat, ignore_index=True) - count=+ 1 - gdp.to_csv(self.f+'/file.csv') - del gdp - gdp=pd.read_csv(self.f+'/file.csv') - #print(feat) - #print(gdp['S'].dtypes) - gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - df['SI']=gdp.loc[:,parameters['field1']] - df['w']=gdp.loc[:,parameters['W']] - nomi=list(df.head()) - #print(list(df['Sf']),'1') - lsd=gdp[parameters['lsd']] - lsd[lsd>0]=1 - df['y']=lsd#.astype(int) - df['ID']=gdp['ID'] - df['geom']=gdp['geom'] - df=df.dropna(how='any',axis=0) - #df['ID']=df['ID'].astype('Int32') - return df,crs +class Functions(): + # def load(self,parameters): + # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') + # crs=layer.crs() + # campi=[] + # for field in layer.fields(): + # campi.append(field.name()) + # campi.append('geom') + # gdp=pd.DataFrame(columns=campi,dtype=float) + # df=pd.DataFrame(dtype=float) + # features = layer.getFeatures() + # count=0 + # feat=[] + # for feature in features: + # attr=feature.attributes() + # #print(attr) + # geom = feature.geometry() + # #print(type(geom.asWkt())) + # feat=attr+[geom.asWkt()] + # #print(feat) + # gdp.loc[len(gdp)] = feat + # #gdp = gdp.append(feat, ignore_index=True) + # count=+ 1 + # gdp.to_csv(self.f+'/file.csv') + # del gdp + # gdp=pd.read_csv(self.f+'/file.csv') + # #print(feat) + # #print(gdp['S'].dtypes) + # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) + # df['SI']=gdp.loc[:,parameters['field1']] + # df['w']=gdp.loc[:,parameters['W']] + # nomi=list(df.head()) + # #print(list(df['Sf']),'1') + # lsd=gdp[parameters['lsd']] + # lsd[lsd>0]=1 + # df['y']=lsd#.astype(int) + # df['ID']=gdp['ID'] + # df['geom']=gdp['geom'] + # df=df.dropna(how='any',axis=0) + # #df['ID']=df['ID'].astype('Int32') + # return df,crs # def raster2array(self,parameters): @@ -300,7 +302,7 @@ def load(self,parameters): # np.savetxt(parameters['OUTPUT'], edges, delimiter=",") - def classy(self,parameters): + def classy(parameters): df=parameters['df'] y_true=np.array(df['y']).reshape(-1,1) @@ -322,8 +324,8 @@ def classy(self,parameters): giri=20*parameters['NUMBER'] - self.numOff=giri#divisibile per 5 - self.Off=giri + numOff=giri#divisibile per 5 + Off=giri # l=self.xsize*self.ysize # self.matrix=np.reshape(parameters['INPUT1'],-1) # self.inventory=np.reshape(parameters['INPUT2'],-1) @@ -345,7 +347,7 @@ def classy(self,parameters): c={} ran=np.array([]) summ=0 - while count=ymin and self.XY[i,0]<=xmax and self.XY[i,0]>=xmin: + if XY[i,1]<=ymax and XY[i,1]>=ymin and XY[i,0]<=xmax and XY[i,0]>=xmin: values[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1 - self.raster[1] = values.astype('float32') + raster[1] = values.astype('float32') + return raster,ds1,XY - def indexing(self, parameters): + def indexing(parameters): + raster=parameters['raster'] ggg=np.array([]) - ggg=self.raster[0].astype('float32') + ggg=raster[0].astype('float32') R=np.array([]) - R=self.raster[1].astype(np.int16) + R=raster[1].astype(np.int16) numbb=parameters['INPUT_INT']*2+1 g = generic_filter(ggg, np.nanmax, size=(numbb,numbb)) - self.oout=np.array([]) - self.oout=R*g - self.oout[(self.raster[0]==-9999)]=-9999 - self.oout[(self.raster[1]==0)]=-9999 - self.oout[(self.oout=parameters['INPUT_INT_1']]=1 + oout=np.array([]) + oout=R*g + oout[(raster[0]==-9999)]=-9999 + oout[(raster[1]==0)]=-9999 + oout[(oout=parameters['INPUT_INT_1']]=1 g=None del ggg - - def vector(self): - row,col=np.where(self.oout==1) - geo=self.ds1.GetGeoTransform() + return oout + + def vector(parameters): + oout=parameters['oout'] + ds1=parameters['ds1'] + XY=parameters['XY'] + row,col=np.where(oout==1) + geo=ds1.GetGeoTransform() xsize=geo[1] ysize=geo[5] OOx=geo[0] OOy=geo[3] - self.XYcoord=np.array([0,0]) + XYcoord=np.array([0,0]) for i in range(len(col)): xmin=OOx+(xsize*col[i]) xmax=OOx+(xsize*col[i])+(xsize) ymax=OOy+(ysize*row[i]) ymin=OOy+(ysize*row[i])+(ysize) - for ii in range(len(self.XY)): - if (self.XY[ii,0]>=xmin and self.XY[ii,0]<=xmax and self.XY[ii,1]>=ymin and self.XY[ii,1]<=ymax): - self.XYcoord=np.vstack((self.XYcoord,self.XY[ii,:])) - self.XYcoord=self.XYcoord[:] + for ii in range(len(XY)): + if (XY[ii,0]>=xmin and XY[ii,0]<=xmax and XY[ii,1]>=ymin and XY[ii,1]<=ymax): + XYcoord=np.vstack((XYcoord,XY[ii,:])) + XYcoord=XYcoord[:] + return XYcoord + + def saveV(parameters): + ds1=parameters['ds1'] + XYcoord=parameters['XY_coord'] - def saveV(self, parameters): driver = ogr.GetDriverByName("ESRI Shapefile") if os.path.exists(parameters['OUTPUT']): driver.DeleteDataSource(parameters['OUTPUT']) ds=driver.CreateDataSource(parameters['OUTPUT']) - srs=osr.SpatialReference(wkt = self.ds1.GetProjection()) + srs=osr.SpatialReference(wkt = s1.GetProjection()) layer = ds.CreateLayer("inventory_cleaned", srs, ogr.wkbPoint) field_name = ogr.FieldDefn("id", ogr.OFTInteger) field_name.SetWidth(100) layer.CreateField(field_name) - for i in range(len(self.XYcoord)): + for i in range(len(XYcoord)): # create the feature feature = ogr.Feature(layer.GetLayerDefn()) # Set the attributes using the values from the delimited text file feature.SetField("id", i) # create the WKT for the feature using Python string formatting - wkt = "POINT(%f %f)" % (float(self.XYcoord[i,0]) , float(self.XYcoord[i,1])) + wkt = "POINT(%f %f)" % (float(XYcoord[i,0]) , float(XYcoord[i,1])) # Create the point from the Well Known Txt point = ogr.CreateGeometryFromWkt(wkt) # Set the feature geometry using the point diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index a951528..a9f24f9 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -54,6 +54,7 @@ import pandas as pd import tempfile import seaborn as sns +from .scripts.utils import SZ_utils class CorrAlgorithm(QgsProcessingAlgorithm): # INPUT = 'covariates' @@ -113,7 +114,7 @@ def process(self, parameters, context, feedback): 'field1': parameters['field1'], } - outputs['df'],outputs['nomi'],outputs['crs']=self.load(alg_params) + outputs['df'],outputs['crs']=SZ_utils.load_cv(alg_params) feedback.setCurrentStep(1) if feedback.isCanceled(): @@ -121,12 +122,12 @@ def process(self, parameters, context, feedback): alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + #'field1': parameters['field1'], 'df':outputs['df'], - 'nomi': outputs['nomi'], + 'nomi': parameters['field1'], 'OUT':parameters['folder'] } - results['folder']=self.corr(alg_params) + results['folder']=Functions.corr(alg_params) feedback.setCurrentStep(2) if feedback.isCanceled(): @@ -135,36 +136,36 @@ def process(self, parameters, context, feedback): return results - def load(self,parameters): - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - crs=layer.crs() - campi=[] - for field in layer.fields(): - campi.append(field.name()) - campi.append('geom') - gdp=pd.DataFrame(columns=campi,dtype=float) - features = layer.getFeatures() - count=0 - feat=[] - for feature in features: - attr=feature.attributes() - geom = feature.geometry() - feat=attr+[geom.asWkt()] - gdp.loc[len(gdp)] = feat - count=+ 1 - gdp.to_csv(self.f+'/file.csv') - del gdp - gdp=pd.read_csv(self.f+'/file.csv') - gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - df=gdp[parameters['field1']] - nomi=list(df.head()) - df['ID']=gdp['ID'] - df['geom']=gdp['geom'] - df=df.dropna(how='any',axis=0) - return(df,nomi,crs) - - - def corr(self,parameters): + # def load(self,parameters): + # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') + # crs=layer.crs() + # campi=[] + # for field in layer.fields(): + # campi.append(field.name()) + # campi.append('geom') + # gdp=pd.DataFrame(columns=campi,dtype=float) + # features = layer.getFeatures() + # count=0 + # feat=[] + # for feature in features: + # attr=feature.attributes() + # geom = feature.geometry() + # feat=attr+[geom.asWkt()] + # gdp.loc[len(gdp)] = feat + # count=+ 1 + # gdp.to_csv(self.f+'/file.csv') + # del gdp + # gdp=pd.read_csv(self.f+'/file.csv') + # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) + # df=gdp[parameters['field1']] + # nomi=list(df.head()) + # df['ID']=gdp['ID'] + # df['geom']=gdp['geom'] + # df=df.dropna(how='any',axis=0) + # return(df,nomi,crs) + +class Functions(): + def corr(parameters): df=parameters['df'] cov_list_numeric=parameters['nomi'] fig, ax = plt.subplots(figsize=(13, 6)) diff --git a/sz_module/scripts/graphs_lsdstats_kernel.py b/sz_module/scripts/graphs_lsdstats_kernel.py index 49fbfbd..f90802a 100755 --- a/sz_module/scripts/graphs_lsdstats_kernel.py +++ b/sz_module/scripts/graphs_lsdstats_kernel.py @@ -144,48 +144,13 @@ def process(self, parameters, context, model_feedback): if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FOLDER)) - # parameters['Out']='/tmp/lsdkernel.shp' - # parameters['Out1']='/tmp/lsdkernel1.shp' - # # Grid statistics for points - # alg_params = { - # 'COUNT': True, - # 'GRIDS': parameters['slope'], - # 'KERNEL_SIZE': parameters['BufferRadiousInPxl'], - # 'KERNEL_TYPE': 0, - # 'MAX': True, - # 'MEAN': True, - # 'MIN': True, - # 'NAMING': 0, - # 'POINTS': parameters['lsd'], - # 'QUANTILE': 0, - # 'RANGE': True, - # 'STDDEV': True, - # 'SUM': True, - # 'VAR': True, - # 'RESULT': parameters['Out'] - # } - # outputs['GridStatisticsForPoints'] = processing.run('saga:gridstatisticsforpoints', alg_params, context=context, feedback=feedback, is_child_algorithm=True) - # results['Out'] = outputs['GridStatisticsForPoints']['RESULT'] - # - # # Add raster values to points - # alg_params = { - # 'GRIDS': parameters['slope'], - # 'RESAMPLING': 0, - # 'SHAPES': parameters['Out'], - # 'RESULT': parameters['Out1'] - # } - # outputs['AddRasterValuesToPoints'] = processing.run('saga:addrastervaluestopoints', alg_params, context=context, feedback=feedback, is_child_algorithm=True) - # - # vlayer = QgsVectorLayer(parameters['Out1'], 'kernel', "ogr") - # QgsProject.instance().addMapLayer(rlayer) - alg_params = { #'OUTPUT': parameters['outcsv'], 'ID': parameters['fieldID'], 'INPUT2': parameters['lsd'], 'OUT': parameters['folder'] } - self.input(alg_params) + Functions.input(alg_params) #vlayer = QgsVectorLayer(parameters['Out1'], 'vector', "ogr") #QgsProject.instance().addMapLayer(vlayer) @@ -196,17 +161,10 @@ def process(self, parameters, context, model_feedback): ############################################## - - def input(self,parameters): +class Functions(): + def input(parameters): layer = QgsVectorLayer(parameters['INPUT2'], 'vector', "ogr") - - - #shapefile = parameters['INPUT2'] - #driver = ogr.GetDriverByName("ESRI Shapefile") - #dataSource = driver.Open(shapefile, 0) - #→layer = dataSource.GetLayer() - #layerDefinition = layer.GetLayerDefn() list_field=[] fields=layer.fields() for i in range(layer.fields().count()): @@ -250,34 +208,4 @@ def input(self,parameters): print(parameters['OUT']+'/fig'+lista[i]+'.pdf') plt.savefig(parameters['OUT']+'/fig'+lista[i]+'.pdf',bbox_inches='tight') - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[2,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[2]+'.png',bbox_inches='tight') - # - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[3,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[3]+'.png',bbox_inches='tight') - # - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[0,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[0]+'.png',bbox_inches='tight') - # - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[4,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[4]+'.png',bbox_inches='tight') - # - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[5,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[5]+'.png',bbox_inches='tight') - # - # plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[6,:]) - # plt.savefig('/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis062020/fig_lsd'+'/fig'+lista[6]+'.png',bbox_inches='tight') - - #plt.show() - - # fig = make_subplots(specs=[[{"secondary_y": True}]]) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[0,:], mode="lines",name='true'), secondary_y=False) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[1,:], mode="lines",name='min'), secondary_y=False) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[2,:], mode="lines",name='max'), secondary_y=False) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[3,:], mode="lines",name='mean'), secondary_y=False) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[4,:], mode="lines",name='range'), secondary_y=False) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[6,:], mode="lines",name='variance'), secondary_y=True) - # fig.add_trace(go.Scatter( x=np.arange(len(valuesfield['ev_id'])), y=matrice[7,:], mode="lines",name='std'), secondary_y=True) - # fig.update_xaxes(title_text="Landslides") - # fig.update_yaxes(title_text="Slope degree", secondary_y=False) - # # plotly.offline.plot(fig, filename='/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/OutputPaperBRI/Travis/'+'fig_contour_stat'+'.html') + \ No newline at end of file diff --git a/sz_module/scripts/lsdanalysis.py b/sz_module/scripts/lsdanalysis.py index 8aaf569..bd418ad 100755 --- a/sz_module/scripts/lsdanalysis.py +++ b/sz_module/scripts/lsdanalysis.py @@ -144,12 +144,13 @@ def process(self, parameters, context, model_feedback): 'INPUT2': parameters['lsd'], 'PATH' : parameters['folder'] } - self.input(alg_params) + Functions.input(alg_params) ############################################## return{} - def input(self,parameters): +class Functions(): + def input(parameters): shapefile = parameters['INPUT2'] driver = ogr.GetDriverByName("ESRI Shapefile") dataSource = driver.Open(shapefile, 0) diff --git a/sz_module/scripts/pointtogrid.py b/sz_module/scripts/pointtogrid.py deleted file mode 100755 index 722ca28..0000000 --- a/sz_module/scripts/pointtogrid.py +++ /dev/null @@ -1,261 +0,0 @@ -#!/usr/bin/python -#coding=utf-8 -""" -/*************************************************************************** - pointtogridAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - pointtogridAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -from PyQt5.QtCore import QCoreApplication -from qgis.core import (QgsProcessing, - QgsFeatureSink, - QgsProcessingException, - QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterVectorLayer, - QgsProcessingParameterRasterLayer, - QgsProcessingParameterRasterDestination, - QgsProcessingParameterExtent, - QgsProcessingParameterNumber, - QgsProcessingParameterField, - QgsProcessingParameterFileDestination, - QgsVectorLayer) -import processing -import numpy as np -from osgeo import gdal,osr,ogr -import sys -import math -import csv -from qgis.core import QgsMessageLog -import os -#from scipy.ndimage import generic_filter -from qgis.core import Qgis -#from processing.algs.gdal.GdalAlgorithm import GdalAlgorithm -from processing.algs.gdal.GdalUtils import GdalUtils - - -class pointtogridAlgorithm(QgsProcessingAlgorithm): - INPUT = 'points' - INPUT1 = 'grid' - EXTENT = 'Extension' - OUTPUT = 'OUTPUT' - STRING = 'STRING' - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def initAlgorithm(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) - - #self.addParameter( - #QgsProcessingParameterFeatureSource( - # self.INPUT, - # self.tr('Input layer'), -# [QgsProcessing.TypeVectorPoint])) - - self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) - - self.addParameter(QgsProcessingParameterExtent(self.EXTENT, self.tr('Extension'), defaultValue=None)) - - #self.addParameter(QgsProcessingParameterField(self.STRING, 'Field', parentLayerParameterName=self.INPUT, defaultValue=None)) - - #self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'XYZ grid', '*.txt', defaultValue=None)) - - self.addParameter(QgsProcessingParameterRasterDestination(self.OUTPUT, self.tr('Output raster'), createByDefault=True, defaultValue=None)) - - def processAlgorithm(self, parameters, context, feedback): - - feedback = QgsProcessingMultiStepFeedback(1, feedback) - results = {} - outputs = {} - - parameters['grid'] = self.parameterAsRasterLayer(parameters, self.INPUT1, context).source() - if parameters['grid'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - - source= self.parameterAsVectorLayer(parameters, self.INPUT, context) - parameters['points']=source.source() - #parameters['points']=self.asPythonString(parameters,self.INPUT, context) - #print(parameters['points']) - if parameters['points'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - - parameters['poly'] = self.parameterAsExtent(parameters, self.EXTENT, context) - if parameters['poly'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.EXTENT)) - - # parameters['field'] = self.parameterAsString(parameters, self.STRING, context) - # if parameters['field'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - - outFile = self.parameterAsOutputLayer(parameters, self.OUTPUT, context) - parameters['out'], outputFormat = GdalUtils.ogrConnectionStringAndFormat(outFile, context) - if parameters['out'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - # parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) - # if parameters['out'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - - # Intersectionpoly - alg_params = { - 'STRING':'',#parameters['field'], - 'INPUT_RASTER_LAYER': parameters['grid'], - 'INPUT_EXTENT': parameters['poly'], - 'INPUT_VECTOR_LAYER': parameters['points'], - 'OUTPUT': parameters['out'] - } - self.extent(alg_params) - outputs['cleaninventory']=self.importingandcounting(alg_params) - #del self.raster - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - - return results - - def extent(self,parameters): - #print(parameters['INPUT_EXTENT'],'ext') - #limits=np.fromstring(parameters['INPUT_EXTENT'], dtype=float, sep=',') - limits=parameters['INPUT_EXTENT'] - self.xmin=limits.xMinimum() - #print(self.xmin) - self.xmax=limits.xMaximum() - self.ymin=limits.yMinimum() - self.ymax=limits.yMaximum() - - def importingandcounting(self,parameters): - #QgsMessageLog.logMessage(str(type(parameters['OUTPUT'])), 'MyPlugin', level=Qgis.Info) - #ciao - - ds=gdal.Open(parameters['INPUT_RASTER_LAYER']) - prj=ds.GetProjection() - xc = ds.RasterXSize - yc = ds.RasterYSize - geot=ds.GetGeoTransform() - #print(geot) - pw = geot[1] - ph = geot[5] - - size=np.array([abs(geot[1]),abs(geot[5])]) - OS=np.array([geot[0],geot[3]]) - print('start reading vector...') - layer=QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - features=layer.getFeatures() - - - count=0 - for feature in features: - count +=1 - geom = feature.geometry().asPoint() - #print(geom) - #print(geom.asMultiPoint()) - xyz=np.array([geom[0],geom[0],0])#,feature.attribute(parameters['STRING'])) - # driverd = ogr.GetDriverByName('ESRI Shapefile') - # print(parameters['INPUT_VECTOR_LAYER']) - # ds9 = ogr.Open(parameters['INPUT_VECTOR_LAYER']) - # layer = ds9.GetLayer() - # count=0 - - # - # for feature in layer: - # print(count) - # count +=1 - # geom = feature.GetGeometryRef() - # xyz=np.array([geom.GetX(),geom.GetY(),feature.GetField(parameters['STRING'])]) - try: - self.XYZ=np.vstack((self.XYZ,xyz)) - except: - self.XYZ=xyz - - print(self.XYZ[:,:-1],'self') - NumPxl=(np.ceil((abs(self.XYZ[:,:-1]-OS)/size)-1))#from 0 first cell - values=np.full((yc,xc), -9999, dtype='float32') - del ds - #del ds9 - - print('start matrix...') - #try: - for i in range(count): - #print(i,'i') - if self.XYZ[i,1]self.ymin and self.XYZ[i,0]self.xmin: - if values[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]>0: - values[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]+=1 - else: - values[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1#self.XYZ[i,2]######posso anche scegliere un campo da darlgi - #print(values) - #except:#only 1 feature - #if self.XYZ[1]self.ymin and self.XYZ[0]self.xmin: - # values[NumPxl[1].astype(int),NumPxl[0].astype(int)]=self.XYZ[i,2] - - self.raster = values#.astype('float32') - cols = self.raster.shape[1] - rows = self.raster.shape[0] - originX = OS[0] - originY = OS[1] - - print('write matrix....') - #np.savetxt(parameters['OUTPUT'], values, delimiter=',', fmt='%d',header='EPSG: '+prj+', PxlW: '+str(pw)+', PxlH: '+str(ph)+', cols: '+str(cols)+', rows: '+str(rows)+', OSx: '+str(OS[0])+', OSy: '+str(OS[1])) - - #np.savetxt(parameters['OUTPUT'], values, delimiter=' ', fmt='%d',newline='\n',header='PxlW '+str(pw)+'\nPxlH '+str(ph)+'\ncols '+str(cols)+'\nrows '+str(rows)+'\nOSx '+str(OS[0])+'\nOSy '+str(OS[1])+'\nnodata -9999',comments='') - - del values - - driver = gdal.GetDriverByName('GTiff') - outRaster = driver.Create(parameters['OUTPUT'], cols, rows, 1, gdal.GDT_Float32) - outRaster.SetGeoTransform((originX, pw, 0, originY, 0, ph)) - outband = outRaster.GetRasterBand(1) - outband.WriteArray(self.raster) - outband.SetNoDataValue(-9999.) - outRasterSRS = osr.SpatialReference() - #outRasterSRS.ImportFromEPSG(4326) - outRaster.SetProjection(prj) - outband.FlushCache() - return parameters['OUTPUT'] - - def createInstance(self): - return pointtogridAlgorithm() - - def name(self): - return 'PointsToGrid' - - def displayName(self): - return self.tr('06 PointsToGrid') - - def group(self): - return self.tr('01 Data preparation') - - def groupId(self): - return '01 Data preparation' - - def shortHelpString(self): - return self.tr("PointsToGrid") diff --git a/sz_module/scripts/polytogrid.py b/sz_module/scripts/polytogrid.py deleted file mode 100755 index 539e863..0000000 --- a/sz_module/scripts/polytogrid.py +++ /dev/null @@ -1,210 +0,0 @@ -#!/usr/bin/python -#coding=utf-8 -""" -/*************************************************************************** - polytogridAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - polytogridAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -from PyQt5.QtCore import QCoreApplication -from qgis.core import (QgsProcessing, - QgsFeatureSink, - QgsProcessingException, - QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterVectorLayer, - QgsProcessingParameterRasterLayer, - QgsProcessingParameterRasterDestination, - QgsProcessingParameterExtent, - QgsProcessingParameterNumber, - QgsProcessingParameterField, - QgsProcessingParameterFileDestination) -import processing -import numpy as np -from osgeo import gdal,osr,ogr -import sys -import math -import csv -from qgis.core import QgsMessageLog,QgsVectorLayer -import os -#from scipy.ndimage import generic_filter -from qgis.core import Qgis -#from processing.algs.gdal.GdalAlgorithm import GdalAlgorithm -from processing.algs.gdal.GdalUtils import GdalUtils - - -class polytogridAlgorithm(QgsProcessingAlgorithm): - INPUT = 'INPUT' - OUTPUT = 'OUTPUT' - NUM1 = 'w' - NUM2 = 'h' - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def initAlgorithm(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Grid'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - - #self.addParameter( - #QgsProcessingParameterFeatureSource( - # self.INPUT, - # self.tr('Input layer'), -# [QgsProcessing.TypeVectorPoint])) - - #self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) - - #self.addParameter(QgsProcessingParameterExtent(self.EXTENT, self.tr('Extension'), defaultValue=None)) - - #self.addParameter(QgsProcessingParameterField(self.STRING, 'Field', parentLayerParameterName=self.INPUT, defaultValue=None)) - - #self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'XYZ grid', '*.txt', defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUM1, 'w', type=QgsProcessingParameterNumber.Integer, defaultValue = 10, minValue=1)) - self.addParameter(QgsProcessingParameterNumber(self.NUM2, 'h', type=QgsProcessingParameterNumber.Integer, defaultValue = 10, minValue=1)) - - self.addParameter(QgsProcessingParameterRasterDestination(self.OUTPUT, self.tr('Output raster'), createByDefault=True, defaultValue=None)) - - def processAlgorithm(self, parameters, context, feedback): - - feedback = QgsProcessingMultiStepFeedback(1, feedback) - results = {} - outputs = {} - - source= self.parameterAsVectorLayer(parameters, self.INPUT, context) - parameters['grid']=source.source() - #parameters['points']=self.asPythonString(parameters,self.INPUT, context) - #print(parameters['points']) - if parameters['grid'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - - #parameters['poly'] = self.parameterAsExtent(parameters, self.EXTENT, context) - #if parameters['poly'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.EXTENT)) - parameters['w'] = self.parameterAsInt(parameters, self.NUM1, context) - if parameters['w'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUM1)) - - parameters['h'] = self.parameterAsInt(parameters, self.NUM2, context) - if parameters['h'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUM2)) - - - outFile = self.parameterAsOutputLayer(parameters, self.OUTPUT, context) - parameters['out'], outputFormat = GdalUtils.ogrConnectionStringAndFormat(outFile, context) - if parameters['out'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - #parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) - #if parameters['out'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - - # Intersectionpoly - alg_params = { - 'INPUT_VECTOR_LAYER': parameters['grid'], - 'OUTPUT': parameters['out'], - 'W': parameters['w'], - 'H' : parameters['h'] - } - #self.extent(alg_params) - outputs['cleaninventory']=self.importingandcounting(alg_params) - #del self.raster - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - - return results - - - - - def importingandcounting(self,parameters): - #QgsMessageLog.logMessage(str(type(parameters['OUTPUT'])), 'MyPlugin', level=Qgis.Info) - - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'],'grid','ogr') - limits= layer.extent() - prj=layer.crs().toWkt() - - xmin=limits.xMinimum() - xmax=limits.xMaximum() - ymin=limits.yMinimum() - ymax=limits.yMaximum() - - number=layer.featureCount() - pw = parameters['W']#metri - ph = parameters['H']*-1#metri - - print(xmax-xmin,ymax-ymin) - xc = np.int((xmax-xmin)/abs(pw)) - yc = np.int((ymax-ymin)/abs(ph)) - print(xc,yc) - - size=np.array([abs(pw),abs(ph)]) - OS=np.array([xmin,ymax]) - - self.raster = np.full((yc,xc),-10,dtype='float32') - #self.raster = rastero.fill(-9999)#.astype('float32') - cols = xc - rows = yc - originX = OS[0] - originY = OS[1] - - print('write matrix....') - #np.savetxt(parameters['OUTPUT'], values, delimiter=',', fmt='%d',header='EPSG: '+prj+', PxlW: '+str(pw)+', PxlH: '+str(ph)+', cols: '+str(cols)+', rows: '+str(rows)+', OSx: '+str(OS[0])+', OSy: '+str(OS[1])) - #np.savetxt(parameters['OUTPUT'], values, delimiter=' ', fmt='%d',newline='\n',header='PxlW '+str(pw)+'\nPxlH '+str(ph)+'\ncols '+str(cols)+'\nrows '+str(rows)+'\nOSx '+str(OS[0])+'\nOSy '+str(OS[1])+'\nnodata -9999',comments='') - driver = gdal.GetDriverByName('GTiff') - outRaster = driver.Create(parameters['OUTPUT'], cols, rows, 1, gdal.GDT_Float32) - outRaster.SetGeoTransform((originX, pw, 0, originY, 0, ph)) - outband = outRaster.GetRasterBand(1) - outband.WriteArray(self.raster) - outband.SetNoDataValue(-9999.) - outRasterSRS = osr.SpatialReference() - #outRasterSRS.ImportFromEPSG(4326) - outRaster.SetProjection(prj) - outband.FlushCache() - return parameters['OUTPUT'] - - def createInstance(self): - return polytogridAlgorithm() - - def name(self): - return 'PolyToGrid' - - def displayName(self): - return self.tr('07 PolyToGrid') - - def group(self): - return self.tr('01 Data preparation') - - def groupId(self): - return '01 Data preparation' - - def shortHelpString(self): - return self.tr("PolyToGrid") diff --git a/sz_module/scripts/randomsampler3.py b/sz_module/scripts/randomsampler3.py index 367e0f0..42b1fe9 100755 --- a/sz_module/scripts/randomsampler3.py +++ b/sz_module/scripts/randomsampler3.py @@ -52,6 +52,9 @@ from qgis import * from processing.algs.gdal.GdalUtils import GdalUtils import tempfile +import os +from osgeo import gdal,ogr + class samplerAlgorithm(QgsProcessingAlgorithm): # INPUT = 'lsd' @@ -134,24 +137,27 @@ def process(self, parameters, context, model_feedback): 'h': parameters['h'], 'train': parameters['train'] } - v,t,xy=self.resampler(alg_params) + v,t,xy,ref=Functions.resampler(alg_params) outputs['V'] = v outputs['T'] = t outputs['xy'] = xy + outputs['ref'] = ref alg_params = { 'INPUT1': parameters['vout'], 'INPUT2': outputs['V'], - 'INPUT3': outputs['xy'] + 'INPUT3': outputs['xy'], + 'ref': outputs['ref'] } - self.save(alg_params) + Functions.save(alg_params) alg_params = { 'INPUT1': parameters['tout'], 'INPUT2': outputs['T'], - 'INPUT3': outputs['xy'] + 'INPUT3': outputs['xy'], + 'ref': outputs['ref'] } - self.save(alg_params) + Functions.save(alg_params) vlayer = QgsVectorLayer(parameters['vout'], 'valid', "ogr") @@ -202,58 +208,60 @@ def process(self, parameters, context, model_feedback): return {} return results - def resampler(self,parameters): - self.poly=parameters['INPUT1'] - vlayer = QgsVectorLayer(self.poly, "layer", "ogr") +class Functions(): + def resampler(parameters): + f=parameters['fold'] + poly=parameters['INPUT1'] + vlayer = QgsVectorLayer(poly, "layer", "ogr") ext=vlayer.extent()#xmin - self.xmin = ext.xMinimum() - self.xmax = ext.xMaximum() - self.ymin = ext.yMinimum() - self.ymax = ext.yMaximum() - self.newXNumPxl=(np.ceil(abs(self.xmax-self.xmin)/(parameters['w']))-1).astype(int) - self.newYNumPxl=(np.ceil(abs(self.ymax-self.ymin)/(parameters['h']))-1).astype(int) - self.xsize=self.newXNumPxl - self.ysize=self.newYNumPxl - self.origine=[self.xmin,self.ymax] + xmin = ext.xMinimum() + xmax = ext.xMaximum() + ymin = ext.yMinimum() + ymax = ext.yMaximum() + newXNumPxl=(np.ceil(abs(xmax-xmin)/(parameters['w']))-1).astype(int) + newYNumPxl=(np.ceil(abs(ymax-ymin)/(parameters['h']))-1).astype(int) + xsize=newXNumPxl + ysize=newYNumPxl + origine=[xmin,ymax] ######################################### #try: - dem_datas=np.zeros((self.ysize,self.xsize),dtype='int64') + dem_datas=np.zeros((ysize,xsize),dtype='int64') # write the data to output file - rf1=self.f+'/inv_sampler.tif' + rf1=f+'/inv_sampler.tif' dem_datas1=np.zeros(np.shape(dem_datas),dtype='float32') dem_datas1[:]=dem_datas[:]#[::-1] w1=parameters['w'] h1=parameters['h']*(-1) - self.array2raster(rf1,w1,h1,dem_datas1,self.origine,parameters['INPUT'])##########rasterize inventory + Functions.array2raster(rf1,w1,h1,dem_datas1,origine,parameters['INPUT'])##########rasterize inventory del dem_datas del dem_datas1 ################################## IN1a=rf1 - IN2a=self.f+'/invq_sampler.tif' - IN3a=self.f+'/inventorynxn_sampler.tif' - self.cut(IN1a,IN3a)##########traslate inventory - self.ds15=None - self.ds15 = gdal.Open(IN3a) - if self.ds15 is None:#####################verify empty row input + IN2a=f+'/invq_sampler.tif' + IN3a=f+'/inventorynxn_sampler.tif' + Functions.cut(IN1a,IN3a,poly)##########traslate inventory + ds15=None + ds15 = gdal.Open(IN3a) + if ds15 is None:#####################verify empty row input QgsMessageLog.logMessage("ERROR: can't open raster input", tag="WoE") raise ValueError # can't open raster input, see 'WoE' Log Messages Panel - ap=self.ds15.GetRasterBand(1) + ap=ds15.GetRasterBand(1) NoData=ap.GetNoDataValue() invmatrix = np.array(ap.ReadAsArray()).astype(np.int64) - bands = self.ds15.RasterCount + bands = ds15.RasterCount if bands>1:#####################verify bands QgsMessageLog.logMessage("ERROR: input rasters shoud be 1-band raster", tag="WoE") raise ValueError # input rasters shoud be 1-band raster, see 'WoE' Log Messages Panel ###########################################load inventory - self.catalog0=np.zeros(np.shape(invmatrix),dtype='int64') + catalog0=np.zeros(np.shape(invmatrix),dtype='int64') print(np.shape(invmatrix),'shape catalog') - self.catalog0[:]=invmatrix[:] + catalog0[:]=invmatrix[:] del invmatrix #######################################inventory from shp to tif - v,t,XY=self.vector2arrayinv(IN3a,parameters['INPUT'],self.catalog0,parameters['train']) - return v,t,XY + v,t,XY,ref=Functions.vector2arrayinv(IN3a,parameters['INPUT'],catalog0,parameters['train']) + return v,t,XY,ref - def array2raster(self,newRasterfn,pixelWidth,pixelHeight,array,oo,lsd): + def array2raster(newRasterfn,pixelWidth,pixelHeight,array,oo,lsd): ds = ogr.Open(lsd) cr=np.shape(array) cols=cr[1] @@ -281,20 +289,20 @@ def array2raster(self,newRasterfn,pixelWidth,pixelHeight,array,oo,lsd): print(cols,rows,originX, pixelWidth,originY, pixelHeight, 'array2raster') del array - def cut(self,in1,in3): - print(self.newYNumPxl,self.newXNumPxl,'cause dimensions') + def cut(in1,in3,poly): + #if self.polynum==1: try: if os.path.isfile(in3): os.remove(in3) - processing.run('gdal:cliprasterbymasklayer', {'INPUT': in1,'MASK': self.poly, 'NODATA': -9999, 'ALPHA_BAND': False, 'CROP_TO_CUTLINE': True, 'KEEP_RESOLUTION': True, 'MULTITHREADING': True, 'OPTIONS': '', 'DATA_TYPE': 6,'OUTPUT': in3}) + processing.run('gdal:cliprasterbymasklayer', {'INPUT': in1,'MASK': poly, 'NODATA': -9999, 'ALPHA_BAND': False, 'CROP_TO_CUTLINE': True, 'KEEP_RESOLUTION': True, 'MULTITHREADING': True, 'OPTIONS': '', 'DATA_TYPE': 6,'OUTPUT': in3}) except: QgsMessageLog.logMessage("Failure to save sized /tmp input", tag="WoE") raise ValueError # Failure to save sized /tmp input Log Messages Panel - def vector2arrayinv(self,raster,lsd,invzero,parameters): + def vector2arrayinv(raster,lsd,invzero,parameters): rlayer = QgsRasterLayer(raster, "layer") if not rlayer.isValid(): print("Layer failed to load!") @@ -313,7 +321,7 @@ def vector2arrayinv(self,raster,lsd,invzero,parameters): driverd = ogr.GetDriverByName('ESRI Shapefile') ds9 = driverd.Open(lsd) layer = ds9.GetLayer() - self.ref = layer.GetSpatialRef() + ref = layer.GetSpatialRef() count=0 for feature in layer: count+=1 @@ -356,10 +364,10 @@ def vector2arrayinv(self,raster,lsd,invzero,parameters): for i in range(len(validcells)): vv=np.where((NumPxl[:,1]==validcells[i,0]) & (NumPxl[:,0]==validcells[i,1])) v=v+list(vv[0]) - return v,t,XY + return v,t,XY,ref - def save(self,parameters): - + def save(parameters): + ref=parameters['ref'] XY=parameters['INPUT3'] driver = ogr.GetDriverByName("ESRI Shapefile") if os.path.exists(parameters['INPUT1']): @@ -367,7 +375,7 @@ def save(self,parameters): # create the data source ds=driver.CreateDataSource(parameters['INPUT1']) # create the layer - layer = ds.CreateLayer("vector", self.ref, ogr.wkbPoint) + layer = ds.CreateLayer("vector", ref, ogr.wkbPoint) # Add the fields we're interested in field_name = ogr.FieldDefn("id", ogr.OFTInteger) field_name.SetWidth(100) @@ -394,21 +402,21 @@ def save(self,parameters): # add the layer to the registry QgsProject.instance().addMapLayer(vlayer) - def addmap(self,parameters): - context=parameters() - fileName = parameters['trainout'] - layer = QgsVectorLayer(fileName,"train","ogr") - subLayers =layer.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) + # def addmap(parameters): + # context=parameters() + # fileName = parameters['trainout'] + # layer = QgsVectorLayer(fileName,"train","ogr") + # subLayers =layer.dataProvider().subLayers() + + # for subLayer in subLayers: + # name = subLayer.split('!!::!!')[1] + # print(name,'name') + # uri = "%s|layername=%s" % (fileName, name,) + # print(uri,'uri') + # # Create layer + # sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + # if not sub_vlayer.isValid(): + # print('layer failed to load') + # # Add layer to map + # context.temporaryLayerStore().addMapLayer(sub_vlayer) + # context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) diff --git a/sz_module/scripts/roc.py b/sz_module/scripts/roc.py index fb8f8ea..6ed9b2d 100755 --- a/sz_module/scripts/roc.py +++ b/sz_module/scripts/roc.py @@ -146,7 +146,7 @@ def processAlgorithm(self, parameters, context, model_feedback): outputs['open']=self.raster2array(alg_params) #list_of_values=list(np.arange(10)) self.list_of_values=outputs['open'][outputs['open']>-9999].reshape(-1) - QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) + QgsMessageLog.logMessage(str(len(self.list_of_values)), 'SZ', level=Qgis.Info) alg_params = { 'OUTPUT': parameters['edgesEqual'], @@ -172,7 +172,7 @@ def processAlgorithm(self, parameters, context, model_feedback): 'OUTPUT': parameters['edgesJenks'], 'NUMBER': parameters['classes'] } - #outputs['jenk']=self.jenk(alg_params) + outputs['jenk']=self.jenk(alg_params) feedback.setCurrentStep(1) if feedback.isCanceled(): diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 5baa6e3..2ed896d 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -84,6 +84,7 @@ import pandas as pd import tempfile import os +from sz_module.scripts.utils import SZ_utils class rocGenerator(QgsProcessingAlgorithm): # INPUT = 'INPUT' @@ -127,6 +128,7 @@ def process(self, parameters, context, model_feedback): results = {} outputs = {} + self.f=tempfile.gettempdir() source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -179,7 +181,9 @@ def process(self, parameters, context, model_feedback): #'INPUT_INT': parameters['BufferRadiousInPxl'], #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['gdp'],outputs['crs']=self.load(alg_params) + outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + + print(outputs['gdp'].head()) #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] @@ -195,7 +199,7 @@ def process(self, parameters, context, model_feedback): 'df': outputs['gdp'], 'OUT': parameters['fold'] } - self.roc(alg_params) + Functions.roc(alg_params) # alg_params = { # 'OUTPUT': parameters['edgesJenks'], @@ -210,50 +214,49 @@ def process(self, parameters, context, model_feedback): - def load(self,parameters): - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - crs=layer.crs() - campi=[] - for field in layer.fields(): - campi.append(field.name()) - campi.append('geom') - gdp=pd.DataFrame(columns=campi,dtype=float) - df=pd.DataFrame(dtype=float) - features = layer.getFeatures() - count=0 - feat=[] - for feature in features: - attr=feature.attributes() - #print(attr) - geom = feature.geometry() - #print(type(geom.asWkt())) - feat=attr+[geom.asWkt()] - #print(feat) - gdp.loc[len(gdp)] = feat - #gdp = gdp.append(feat, ignore_index=True) - count=+ 1 - gdp.to_csv(self.f+'/file.csv') - del gdp - gdp=pd.read_csv(self.f+'/file.csv') - #print(feat) - #print(gdp['S'].dtypes) - gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - df['SI']=gdp.loc[:,parameters['field1']] - #df['w']=gdp.loc[:,parameters['W']] - nomi=list(df.head()) - #print(list(df['Sf']),'1') - lsd=gdp[parameters['lsd']] - lsd[lsd>0]=1 - df['y']=lsd#.astype(int) - df['ID']=gdp['ID'] - df['geom']=gdp['geom'] - df=df.dropna(how='any',axis=0) - #df['ID']=df['ID'].astype('Int32') - return df,crs - - - - def roc(self,parameters): + # def load(self,parameters): + # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') + # crs=layer.crs() + # campi=[] + # for field in layer.fields(): + # campi.append(field.name()) + # campi.append('geom') + # gdp=pd.DataFrame(columns=campi,dtype=float) + # df=pd.DataFrame(dtype=float) + # features = layer.getFeatures() + # count=0 + # feat=[] + # for feature in features: + # attr=feature.attributes() + # #print(attr) + # geom = feature.geometry() + # #print(type(geom.asWkt())) + # feat=attr+[geom.asWkt()] + # #print(feat) + # gdp.loc[len(gdp)] = feat + # #gdp = gdp.append(feat, ignore_index=True) + # count=+ 1 + # gdp.to_csv(self.f+'/file.csv') + # del gdp + # gdp=pd.read_csv(self.f+'/file.csv') + # #print(feat) + # #print(gdp['S'].dtypes) + # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) + # df['SI']=gdp.loc[:,parameters['field1']] + # #df['w']=gdp.loc[:,parameters['W']] + # nomi=list(df.head()) + # #print(list(df['Sf']),'1') + # lsd=gdp[parameters['lsd']] + # lsd[lsd>0]=1 + # df['y']=lsd#.astype(int) + # df['ID']=gdp['ID'] + # df['geom']=gdp['geom'] + # df=df.dropna(how='any',axis=0) + # #df['ID']=df['ID'].astype('Int32') + # return df,crs + +class Functions(): + def roc(parameters): df=parameters['df'] y_true=df['y'] scores=df['SI'] @@ -271,7 +274,7 @@ def roc(self,parameters): fig=plt.figure() lw = 2 - plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f)' %(r, f1_tot,ck_tot)) + plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f' %(r, f1_tot,ck_tot)) plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) @@ -280,8 +283,8 @@ def roc(self,parameters): plt.title('ROC') plt.legend(loc="lower right") try: - fig.savefig(parameters['OUT']+'/roc.png') + fig.savefig(parameters['OUT']+'/roc.pdf') except: os.mkdir(parameters['OUT']) - fig.savefig(parameters['OUT']+'/roc.png') + fig.savefig(parameters['OUT']+'/roc.pdf') diff --git a/sz_module/scripts/stat31.py b/sz_module/scripts/stat31.py index 4fd0383..7f4e3b6 100755 --- a/sz_module/scripts/stat31.py +++ b/sz_module/scripts/stat31.py @@ -153,7 +153,7 @@ def process(self, parameters, context, model_feedback): 'INPUT2': parameters['Slope'], 'INPUT3' : parameters['Inventory'] } - raster,ds1,XY,crs=self.importing(alg_params) + raster,ds1,XY,crs=Functions.importing(alg_params) outputs['raster'] = raster outputs['ds1'] = ds1 outputs['XY'] = XY @@ -167,7 +167,7 @@ def process(self, parameters, context, model_feedback): 'INPUT1': outputs['ds1'], 'CRS': outputs['crs'] } - XYcoord,attributi=self.indexing(alg_params) + XYcoord,attributi=Functions.indexing(alg_params) outputs['XYcoord'] = XYcoord outputs['attributi'] = attributi @@ -179,7 +179,7 @@ def process(self, parameters, context, model_feedback): 'INPUT3': outputs['attributi'], 'CRS':outputs['crs'] } - self.saveV(alg_params) + Functions.saveV(alg_params) # vlayer = QgsVectorLayer(parameters['Out'], 'vector', "ogr") # QgsProject.instance().addMapLayer(vlayer) @@ -223,7 +223,8 @@ def process(self, parameters, context, model_feedback): return {} return results - def importing(self,parameters): +class Functions(): + def importing(parameters): vlayer = QgsVectorLayer(parameters['INPUT'], "layer", "ogr") ext=vlayer.extent()#xmin xmin = ext.xMinimum() @@ -315,7 +316,7 @@ def importing(self,parameters): #del ds9 return raster,ds1,XY,crs - def indexing(self,parameters): + def indexing(parameters): ggg=np.zeros(np.shape(parameters['INPUT3'][0]),dtype=np.float32) ggg[:]=parameters['INPUT3'][0][:] ggg[(ggg==-9999)]=np.nan @@ -432,7 +433,7 @@ def indexing(self,parameters): #print(attributi[0][0]) return XYcoord,attributi - def saveV(self,parameters): + def saveV(parameters): if os.path.isfile(parameters['OUTPUT']): os.remove(parameters['OUTPUT']) # set up the shapefile driver @@ -493,7 +494,7 @@ def saveV(self,parameters): # fet.setAttributes(list(map(float,list(df.loc[ i, df.columns != 'geom'])))) # writer.addFeature(fet) - def addmap(self,parameters): + def addmap(parameters): context=parameters() fileName = parameters['trainout'] layer = QgsVectorLayer(fileName,"train","ogr") diff --git a/sz_module/scripts/statmatrix2.py b/sz_module/scripts/statmatrix2.py deleted file mode 100755 index 0fa52ab..0000000 --- a/sz_module/scripts/statmatrix2.py +++ /dev/null @@ -1,170 +0,0 @@ -""" -/*************************************************************************** - matrixAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - matrixAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -from qgis.core import QgsProcessing -from qgis.core import QgsProcessingAlgorithm -from qgis.core import QgsProcessingMultiStepFeedback -from qgis.core import QgsProcessingParameterRasterLayer -from qgis.core import QgsProcessingParameterField -from qgis.core import QgsProcessingParameterVectorDestination -from qgis.core import QgsProcessingParameterFileDestination -from qgis.core import QgsRasterLayer -from qgis.core import QgsProcessingParameterExpression -import processing -#import plotly.express as px -import numpy as np -#import chart_studio.plotly as py -#import plotly.plotly as py -#import chart_studio.plotly as py -#import plotly.graph_objs as go -#import plotly.offline -from qgis.PyQt.QtCore import QCoreApplication -from qgis.core import QgsMessageLog -from qgis.core import Qgis -import pandas as pd -from osgeo import gdal,ogr -from PyQt5.QtCore import QFileInfo -import csv -#from processing.algs.gdal.GdalAlgorithm import GdalAlgorithm - - -class matrixAlgorithm(QgsProcessingAlgorithm): - def initAlgorithm(self, config=None): - self.addParameter(QgsProcessingParameterRasterLayer('lsi', 'classed lsi', defaultValue=None)) - self.addParameter(QgsProcessingParameterRasterLayer('r1', 'classed cause', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination('out', 'out statistics', '*.csv', defaultValue=None)) - #self.addParameter(QgsProcessingParameterRasterLayer(self.a, 'a', defaultValue=None)) - #self.addParameter(QgsProcessingParameterRasterLayer('r2', 'r2', defaultValue=None)) - #self.addParameter(QgsProcessingParameterRasterLayer('r3', 'r3', defaultValue=None)) - #self.addParameter(QgsProcessingParameterRasterLayer('r4', 'r4', defaultValue=None)) - - def processAlgorithm(self, parameters, context, model_feedback): - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) - results = {} - outputs={} - parameters['lsi'] = self.parameterAsRasterLayer(parameters, 'lsi', context).source() - parameters['r1'] = self.parameterAsRasterLayer(parameters, 'r1', context).source() - - - alg_params = { - 'INPUT': parameters['lsi'] - } - outputs['Mlsi']=self.input(alg_params) -# ############################################## - # Input - alg_params = { - 'INPUT': parameters['r1'] - } - outputs['Mr1']=self.input(alg_params) - #Stat - alg_params = { - 'INPUT1': outputs['Mlsi'], - 'INPUT2': outputs['Mr1'] - } - outputs['indlsi1']=self.stat(alg_params) -# - # Frame - alg_params = { - 'INPUT': outputs['indlsi1'], - 'OUTPUT': parameters['out'] - } - self.frame(alg_params) - return{} - - def input(self,parameters): - self.ds2 = gdal.Open(parameters['INPUT']) - a=self.ds2.GetRasterBand(1) - NoData=a.GetNoDataValue() - matrix=np.array([]) - matrix = np.array(a.ReadAsArray()).astype(float) - self.xsize = self.ds2.RasterXSize - self.ysize = self.ds2.RasterYSize - gt=self.ds2.GetGeoTransform() - w=gt[1] - h=gt[5] - xmin=gt[0] - ymax=gt[3] - xmax=xmin+(self.xsize*w) - ymin=ymax+(self.ysize*h) - return matrix - - def stat(self,parameters): - lsim=parameters['INPUT1'].astype(int) - m2=parameters['INPUT2'].astype(int) - indm2={} - indlsi={} - row,col=lsim.shape - no=np.where(lsim<=-9999) - self.sizelsi=len(lsim[lsim>-9999]) - print(self.sizelsi,'size lsi') - for i in range(1,lsim.max()+1,1): - indm2={} - for ii in range(1,m2.max()+1,1): - countii=0 - ind=None - ind=np.where((lsim==i) & (m2==ii)) - indm2[ii]=len(ind[0]) - indlsi[i]=indm2 - return indlsi - - def frame(self,parameters): - d=parameters['INPUT'] - data=[(k, k1, v1) for k, v in list(d.items()) for k1, v1 in list(v.items())] - with open(parameters['OUTPUT'],'w') as out: - csv_out=csv.writer(out) - csv_out.writerow(['total not None pixels = %.02f' %(self.sizelsi)]) - csv_out.writerow(['lsi','cause','length']) - for row in data: - csv_out.writerow(row) - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def name(self): - return 'StatMatrix2' - - def displayName(self): - return '07 Statistic Matrix' - - def group(self): - return 'Raster analysis' - - def groupId(self): - return 'Raster analysis' - - def shortHelpString(self): - return self.tr("Classified matrixes comparison to estimate mutual percentage (Distance Matrix)") - - def createInstance(self): - return matrixAlgorithm() diff --git a/sz_module/scripts/sz_train_simple_GAM.py b/sz_module/scripts/sz_train_simple_GAM.py deleted file mode 100644 index 628f9fd..0000000 --- a/sz_module/scripts/sz_train_simple_GAM.py +++ /dev/null @@ -1,273 +0,0 @@ -#!/usr/bin/python -#coding=utf-8 -""" -/*************************************************************************** - LRAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - LRAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' -import sys -sys.setrecursionlimit(10000) -from qgis.core import (QgsProcessing, - QgsProcessingException, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, - QgsProcessingParameterVectorLayer, - QgsVectorLayer, - QgsProcessingParameterField, - QgsProcessingParameterFolderDestination, - QgsProcessingParameterField, - QgsProcessingContext, - QgsProcessingParameterEnum - ) -from qgis.core import * -from qgis.utils import iface -from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils -import plotly.graph_objs as go -import pandas as pd -import tempfile -from sz_module.scripts.utils import SZ_utils -from sz_module.scripts.algorithms import Algorithms,GAM_utils -import os - - -class CoreAlgorithmGAM(): - - def init(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) - self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Percentage of test sample (0 to fit, > 0 to cross-validate)'), type=QgsProcessingParameterNumber.Integer,defaultValue=30)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test [mandatory if Test percentage > 0]',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Output train/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) - - def process(self, parameters, context, feedback, algorithm=None, classifier=None): - self.f=tempfile.gettempdir() - feedback = QgsProcessingMultiStepFeedback(1, feedback) - results = {} - outputs = {} - - family={'0':'binomial','1':'gaussian'} - - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) - parameters['covariates']=source.source() - if parameters['covariates'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - - parameters['field3'] = self.parameterAsFields(parameters, self.STRING3, context) - if parameters['field3'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - - parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) - if parameters['field1'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - - parameters['field2'] = self.parameterAsFields(parameters, self.STRING1, context) - if parameters['field2'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING1)) - - parameters['family'] = self.parameterAsString(parameters, self.STRING4, context) - if parameters['family'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - - parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) - if parameters['fieldlsd'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - - parameters['num1'] = self.parameterAsInt(parameters, self.NUMBER1, context) - if parameters['num1'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) - - parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) - if parameters['testN'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) - if parameters['out'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - - parameters['out1'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - if parameters['out1'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - - parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) - if parameters['folder'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) - - alg_params = { - 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], - 'lsd' : parameters['fieldlsd'], - 'testN':parameters['testN'], - 'family':family[parameters['family']] - } - outputs['train'],outputs['testy'],outputs['nomes'],outputs['crs'],outputs['df']=SZ_utils.load_simple(self.f,alg_params) - - alg_params = { - 'linear': parameters['field3'], - 'continuous': parameters['field1'], - 'categorical': parameters['field2'], - 'nomi': outputs['nomes'], - 'spline': parameters['num1'] - } - outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) - - - alg_params = { - 'train': outputs['train'], - 'testy': outputs['testy'], - 'nomi':outputs['nomes'], - 'testN':parameters['testN'], - 'fold':parameters['folder'], - 'splines':outputs['splines'], - 'dtypes':outputs['dtypes'], - 'df':outputs['df'], - 'categorical':parameters['field2'], - 'linear':parameters['field3'], - 'continuous':parameters['field1'], - 'family':family[parameters['family']] - } - outputs['trainsi'],outputs['testsi'],outputs['gam']=algorithm(alg_params) - - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - - if parameters['testN']>0: - alg_params = { - 'df': outputs['testsi'], - 'crs': outputs['crs'], - 'OUT': parameters['out'] - } - SZ_utils.save(alg_params) - - feedback.setCurrentStep(2) - if feedback.isCanceled(): - return {} - - alg_params = { - 'df': outputs['trainsi'], - 'crs': outputs['crs'], - 'OUT': parameters['out1'] - } - SZ_utils.save(alg_params) - - if parameters['testN']==0: - alg_params = { - 'df': outputs['trainsi'], - 'OUT':parameters['folder'] - - } - SZ_utils.stampfit(alg_params) - else: - alg_params = { - 'train': outputs['trainsi'], - 'test': outputs['testsi'], - 'OUT':parameters['folder'] - } - SZ_utils.stamp_simple(alg_params) - - feedback.setCurrentStep(3) - if feedback.isCanceled(): - return {} - results['out'] = parameters['out'] - results['out1'] = parameters['out1'] - - if parameters['testN']>0: - fileName = parameters['out1'] - layer = QgsVectorLayer(fileName,"train","ogr") - subLayers =layer.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('train', context.project(),'LAYER')) - - - fileName = parameters['out'] - layer1 = QgsVectorLayer(fileName,"test","ogr") - subLayers =layer1.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) - - else: - fileName = parameters['out1'] - layer = QgsVectorLayer(fileName,"fitting","ogr") - subLayers =layer.dataProvider().subLayers() - - for subLayer in subLayers: - name = subLayer.split('!!::!!')[1] - print(name,'name') - uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') - # Create layer - sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - if not sub_vlayer.isValid(): - print('layer failed to load') - # Add layer to map - context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('fitting', context.project(),'LAYER')) - - feedback.setCurrentStep(3) - if feedback.isCanceled(): - return {} - - return results - - \ No newline at end of file diff --git a/sz_module/scripts/tptn.py b/sz_module/scripts/tptn.py index b7518b4..8d3ad2b 100644 --- a/sz_module/scripts/tptn.py +++ b/sz_module/scripts/tptn.py @@ -201,13 +201,13 @@ def process(self, parameters, context, feedback): 'field1': parameters['field1'], #'field2': parameters['field2'], 'lsd' : parameters['fieldlsd'], - 'testN':parameters['testN'] - #'fold':parameters['folder'] + 'testN':parameters['testN'], + 'fold':self.f #'INPUT_INT': parameters['BufferRadiousInPxl'], #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['df'],outputs['nomi'],outputs['crs']=self.load(alg_params) + outputs['df'],outputs['crs']=Functions.load(alg_params) feedback.setCurrentStep(1) @@ -220,7 +220,7 @@ def process(self, parameters, context, feedback): 'crs': outputs['crs'], 'OUT': parameters['out'] } - self.save(alg_params) + Functions.save(alg_params) feedback.setCurrentStep(2) if feedback.isCanceled(): @@ -251,7 +251,9 @@ def process(self, parameters, context, feedback): return results - def load(self,parameters): +class Functions(): + def load(parameters): + f=parameters['fold'] layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') crs=layer.crs() campi=[] @@ -272,9 +274,9 @@ def load(self,parameters): gdp.loc[len(gdp)] = feat #gdp = gdp.append(feat, ignore_index=True) count=+ 1 - gdp.to_csv(self.f+'/file.csv') + gdp.to_csv(f+'/file.csv') del gdp - gdp=pd.read_csv(self.f+'/file.csv') + gdp=pd.read_csv(f+'/file.csv') #print(feat) #print(gdp['S'].dtypes) gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) @@ -347,7 +349,7 @@ def load(self,parameters): - def save(self,parameters): + def save(parameters): #print(parameters['nomi']) df=parameters['df'] @@ -400,7 +402,7 @@ def save(self,parameters): del writer - def addmap(self,parameters): + def addmap(parameters): context=parameters() fileName = parameters['trainout'] layer = QgsVectorLayer(fileName,"train","ogr") diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 71e0c25..9e20519 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -6,9 +6,10 @@ from sklearn.metrics import roc_curve from sklearn.metrics import roc_auc_score from sklearn.model_selection import train_test_split -from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score +from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score, f1_score, cohen_kappa_score from scipy.stats import pearsonr import csv +from copy import copy #from pygam import LogisticGAM, s, f, terms @@ -96,13 +97,16 @@ def load_cv(directory,parameters): del gdp gdp=pd.read_csv(directory+'/file.csv') gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - if parameters['time']==None: - df=gdp[parameters['field1']] - print('ciccia') + if 'time' in parameters: + if parameters['time']==None: + #df=gdp[parameters['field1']] + df=pd.DataFrame(gdp[parameters['field1']].copy()) + else: + df=pd.DataFrame(gdp[parameters['field1']+[parameters['time']]].copy()) + #df=gdp[parameters['field1']+[parameters['time']]] else: - df=gdp[parameters['field1']+[parameters['time']]] - df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) - #nomi=list(df.head()) + df=pd.DataFrame(gdp[parameters['field1']].copy()) + #df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) lsd=gdp[parameters['lsd']] lsd[lsd>0]=1 df['y']=lsd#.astype(int) @@ -121,9 +125,16 @@ def stampfit(parameters): norm=(scores-scores.min())/(scores.max()-scores.min()) r=roc_auc_score(y_true, scores) + idx = np.argmax(tpr1 - fpr1) # x YOUDEN INDEX + suscept01 = copy(scores) + suscept01[scores > tresh1[idx]] = 1 + suscept01[scores <= tresh1[idx]] = 0 + f1_tot = f1_score(y_true, suscept01) + ck_tot = cohen_kappa_score(y_true, suscept01) + fig=plt.figure() lw = 2 - plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f)' %r) + plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f)' %(r, f1_tot,ck_tot)) plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) @@ -147,11 +158,18 @@ def stamp_cv(parameters): fig=plt.figure() plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') for i in range(len(test_ind)): - print(scores_v[test_ind[i]].isna().sum().sum(),'null') fprv, tprv, treshv = roc_curve(y_v[test_ind[i]],scores_v[test_ind[i]]) aucv=roc_auc_score(y_v[test_ind[i]],scores_v[test_ind[i]]) print('ROC '+ str(i) +' AUC=',aucv) - plt.plot(fprv, tprv,lw=lw, alpha=0.5, label='ROC fold '+str(i+1)+' (AUC = %0.2f)' %aucv) + + idx = np.argmax(tprv - fprv) # x YOUDEN INDEX + suscept01 = copy(scores_v) + suscept01[scores_v > treshv[idx]] = 1 + suscept01[scores_v <= treshv[idx]] = 0 + f1_tot = f1_score(y_v, suscept01) + ck_tot = cohen_kappa_score(y_v, suscept01) + + plt.plot(fprv, tprv,lw=lw, alpha=0.5, label='ROC fold '+str(i+1)+' AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f' %(aucv, f1_tot,ck_tot)) plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) plt.xlabel('False Positive Rate') diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index cc7b52d..6fa8bbc 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -50,8 +50,6 @@ class classePlugin(object): def __init__(self): #self.settings = QgsSettings() #self.settings.beginGroup("SZ") - - self.provider = None dir=(os.path.dirname(os.path.abspath(__file__))) load_env_file(os.path.join(dir, ".env")) @@ -72,7 +70,6 @@ def initGui(self): print('Plugin already installed? ',self.plugin_settings.value("installed")) print('0') if os.environ.get('DEBUG')=='False': - print('dentro') if self.installer.preliminay_req() is False:##rimuovere il commentooooo!!!!!!!!!! self.installer.unload() log(f"An error occured during the installation") diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index cf90de1..1b87920 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -54,11 +54,11 @@ from .scripts.tptn import FPAlgorithm from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm -from sz_module.scripts.corrplot import CorrAlgorithm -from sz_module.scripts.sz_train_cv import CoreAlgorithm_cv -from sz_module.scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv -from sz_module.scripts.sz_trans_GAM import CoreAlgorithmGAM_trans -from sz_module.scripts.algorithms import Algorithms +from .scripts.corrplot import CorrAlgorithm +from .scripts.sz_train_cv import CoreAlgorithm_cv +from .scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv +from .scripts.sz_trans_GAM import CoreAlgorithmGAM_trans +from .scripts.algorithms import Algorithms from sklearn.linear_model import LogisticRegression from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier @@ -142,7 +142,7 @@ def loadAlgorithms(self): self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ - 'alg': 'classcovdec', + 'alg': 'classcovdeciles', 'function': classcovdecAlgorithm, 'name':'classy filed in quantiles', 'displayName':'07 Classify field in quantiles', @@ -152,9 +152,6 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - - ##self.addAlgorithm(polytogridAlgorithm()) - #self.addAlgorithm(pointtogridAlgorithm()) dict_of_scripts={ 'alg': 'statistic', 'function': statistic, @@ -166,9 +163,9 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - #self.addAlgorithm(classAlgorithm()) + #self.addAlgorithm(rocAlgorithm()) - #self.addAlgorithm(matrixAlgorithm()) + dict_of_scripts={ 'alg': 'rocGenerator', 'function': rocGenerator, @@ -329,6 +326,24 @@ class Instance(QgsProcessingAlgorithm): def __init__(self, dict_of_scripts): super().__init__() self.dict_of_scripts = dict_of_scripts + self.active={ + 'classcovtxt':True, + 'classcovdeciles':True, + 'statistic':True, + 'rocGenerator':True, + 'cleankernel':True, + 'statistickernel':True, + 'sampler':True, + 'rasterstatkernel':True, + 'Corr':True, + 'classv':True, + 'classvW':True, + 'FP':True, + 'ML_cv':True, + 'GAM_cv':True, + 'GAM_trans':True, + } + self.algorithms={ 'ML_cv':Algorithms.alg_MLrun, 'GAM_cv':Algorithms.alg_GAMrun, @@ -371,10 +386,10 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - #if self.algorithms[self.dict_of_scripts['alg']] or self.classifier[self.dict_of_scripts['alg']]: - try: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - except: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + if self.active[self.dict_of_scripts['alg']]: + try: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + except: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result From 6fff681132f8822bdc226b3aba78c100724df6fa Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 12 Jun 2024 10:53:34 +0200 Subject: [PATCH 15/91] transferability for ML --- sz_module/scripts/algorithms.py | 23 +- sz_module/scripts/corrplot.py | 2 +- .../{sz_train_cv.py => sz_train_cv_ML.py} | 0 sz_module/scripts/sz_trans_GAM.py | 29 +- sz_module/scripts/sz_trans_ML.py | 275 ++++++++++++++++++ sz_module/sz_module_provider.py | 30 +- 6 files changed, 333 insertions(+), 26 deletions(-) rename sz_module/scripts/{sz_train_cv.py => sz_train_cv_ML.py} (100%) create mode 100644 sz_module/scripts/sz_trans_ML.py diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 1c892a4..dbe85c6 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -24,6 +24,15 @@ class Algorithms(): + + def ML_transfer(parameters): + nomi=parameters['field1'] + df=parameters['df'] + df_scaled=CV_utils.scaler(df,nomi,'standard') + prob_predic=parameters['predictors_weights'].predict_proba(df_scaled.loc[:,nomi].to_numpy())[::,1] + #ML_utils.ML_save(classifier,fold,nomi,filename) + df['SI']=prob_predic + return df def GAM_transfer(parameters): nomi=parameters['nomi'] @@ -32,10 +41,10 @@ def GAM_transfer(parameters): df_scaled=CV_utils.scaler(df,parameters['linear']+parameters['continuous'],'custom') if parameters['family']=='binomial': - prob_fit=parameters['gam'].predict_proba(df_scaled)#[::,1] + prob_fit=parameters['predictors_weights'].predict_proba(df_scaled[nomi])#[::,1] df['SI']=prob_fit else: - prob_fit=parameters['gam'].predict(df_scaled)#[::,1] + prob_fit=parameters['predictors_weights'].predict(df_scaled[nomi])#[::,1] #CI = parameters['gam'].prediction_intervals(X_trans, width=.95) df['SI']=prob_fit#np.exp(prob_fit) return(df) @@ -44,7 +53,7 @@ def alg_MLrun(classifier,X,y,train,test,df,fold,nomi,filename=''): classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) prob_predic=classifier.predict_proba(X.loc[test,nomi].to_numpy())[::,1] ML_utils.ML_save(classifier,fold,nomi,filename) - return prob_predic + return prob_predic,classifier def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,fold=None,filename='',family=None): lams = np.empty(len(nomi)) @@ -101,16 +110,16 @@ def cross_validation(parameters,algorithm,classifier): train=np.arange(len(y)) test=np.arange(len(y)) if algorithm==Algorithms.alg_GAMrun: - prob[0],CI[0],gam=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) + prob[0],CI[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) #df.loc[test,'CI']=CI[0] else: - prob[0]=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) - gam=None + prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) + #predictors_weights=None df.loc[test,'SI']=prob[0] test_ind[0]=test - return prob,test_ind,gam + return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): X_train={} diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index a9f24f9..d82d103 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -54,7 +54,7 @@ import pandas as pd import tempfile import seaborn as sns -from .scripts.utils import SZ_utils +from .utils import SZ_utils class CorrAlgorithm(QgsProcessingAlgorithm): # INPUT = 'covariates' diff --git a/sz_module/scripts/sz_train_cv.py b/sz_module/scripts/sz_train_cv_ML.py similarity index 100% rename from sz_module/scripts/sz_train_cv.py rename to sz_module/scripts/sz_train_cv_ML.py diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index bf8b1f0..9311fc2 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -182,7 +182,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'family':family[parameters['family']], } - outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier) + outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier) feedback.setCurrentStep(1) if feedback.isCanceled(): @@ -194,11 +194,15 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']] } - outputs['df_trans'],outputs['nomes_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) + outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(2) + if feedback.isCanceled(): + return {} alg_params = { - 'gam':outputs['gam'], - 'nomi': outputs['nomes'], + 'predictors_weights':outputs['predictors_weights'], + 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], 'family':family[parameters['family']], 'categorical':parameters['field2'], 'linear':parameters['field3'], @@ -207,6 +211,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } outputs['trans']=Algorithms.GAM_transfer(alg_params) + feedback.setCurrentStep(3) + if feedback.isCanceled(): + return {} + alg_params = { 'df': outputs['trans'], 'crs': outputs['crs_trans'], @@ -214,13 +222,21 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } SZ_utils.save(alg_params) + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + alg_params = { - 'df': outputs['train'], + 'df': outputs['df'], 'crs': outputs['crs_trans'], 'OUT': parameters['folder']+'/train.gpkg' } SZ_utils.save(alg_params) + feedback.setCurrentStep(5) + if feedback.isCanceled(): + return {} + if family[parameters['family']]=='binomial': alg_params = { 'df': outputs['trans'], @@ -244,12 +260,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } outputs['error_train']=SZ_utils.errors(alg_params) - feedback.setCurrentStep(3) + feedback.setCurrentStep(6) if feedback.isCanceled(): return {} results['out1'] = parameters['out1'] - fileName = parameters['out1'] layer = QgsVectorLayer(fileName,"transfer","ogr") subLayers =layer.dataProvider().subLayers() diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py new file mode 100644 index 0000000..943adee --- /dev/null +++ b/sz_module/scripts/sz_trans_ML.py @@ -0,0 +1,275 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + LRcvAlgorithm + begin : 2021-11 + copyright : (C) 2021 by Giacomo Titti, + Padova, November 2021 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + LRcvAlgorithm + Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2021-11-01' +__copyright__ = '(C) 2021 by Giacomo Titti' +import sys +sys.setrecursionlimit(10000) +from qgis.core import (QgsProcessing, + QgsProcessingException, + QgsProcessingMultiStepFeedback, + QgsProcessingParameterNumber, + QgsProcessingParameterFileDestination, + QgsProcessingParameterVectorLayer, + QgsVectorLayer, + QgsProcessingParameterField, + QgsProcessingParameterFolderDestination, + QgsProcessingParameterField, + QgsProcessingContext, + QgsProcessingParameterEnum + ) +from qgis.core import * +from qgis.utils import iface +from qgis import * +from processing.algs.gdal.GdalUtils import GdalUtils +import tempfile +from sz_module.scripts.utils import SZ_utils +from sz_module.scripts.algorithms import CV_utils,Algorithms +import os +from sz_module.utils import log + + + +class CoreAlgorithmML_trans(): + + def init(self, config=None): + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) + self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'ML algorithm', options=['SVC','DT','RF'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + #self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + #self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) + #self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) + self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) + self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) + + def process(self, parameters, context, feedback, algorithm=None, classifier=None): + + self.f=tempfile.gettempdir() + feedback = QgsProcessingMultiStepFeedback(1, feedback) + results = {} + outputs = {} + + #cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} + ML={'0':'SVC','1':'DT','2':'RF'} + + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) + parameters['covariates']=source.source() + if parameters['covariates'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + if source is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) + if parameters['field1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) + + parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) + if parameters['fieldlsd'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + + parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['algorithm'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + + source1 = self.parameterAsVectorLayer(parameters, self.INPUT1, context) + parameters['input1']=source1.source() + if parameters['input1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) + if source is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) + + # parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) + # if parameters['cv_method'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) + + # parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) + # if parameters['time'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + + # parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) + # if parameters['testN'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) + + + + parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) + if parameters['out'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) + + parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) + if parameters['folder'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) + + if not os.path.exists(parameters['folder']): + os.mkdir(parameters['folder']) + + # if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': + # parameters['time']=None + # else: + # if parameters['time']=='': + # log(f"Time field is missing for temporal CV") + # raise RuntimeError("Time field is missing for temporal CV") + + parameters['testN']=1 + + alg_params = { + 'INPUT_VECTOR_LAYER': parameters['covariates'], + 'field1': parameters['field1'], + 'lsd' : parameters['fieldlsd'], + #'time':parameters['time'], + } + + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(1) + if feedback.isCanceled(): + return {} + + #print(cv_method[parameters['cv_method']]) + + alg_params = { + #'field1': parameters['field1'], + 'testN':parameters['testN'], + 'fold':parameters['folder'], + 'nomi':parameters['field1'], + 'df':outputs['df'], + #'cv_method':cv_method[parameters['cv_method']], + #'time':parameters['time'] + } + + outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['algorithm']]]) + + feedback.setCurrentStep(2) + if feedback.isCanceled(): + return {} + + alg_params = { + 'INPUT_VECTOR_LAYER': parameters['input1'], + 'field1': parameters['field1'], + 'lsd' : parameters['fieldlsd'], + #'family':family[parameters['family']] + } + outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(3) + if feedback.isCanceled(): + return {} + + alg_params = { + 'predictors_weights':outputs['predictors_weights'], + 'nomi': parameters['field1'], + #'family':family[parameters['family']], + 'field1':parameters['field1'], + 'df':outputs['df_trans'] + } + outputs['trans']=Algorithms.ML_transfer(alg_params) + + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['trans'], + 'crs': outputs['crs_trans'], + 'OUT': parameters['folder']+'/trans.gpkg' + } + SZ_utils.save(alg_params) + + feedback.setCurrentStep(5) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['df'], + 'crs': outputs['crs_trans'], + 'OUT': parameters['folder']+'/train.gpkg' + } + SZ_utils.save(alg_params) + + feedback.setCurrentStep(6) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['trans'], + 'OUT':parameters['folder'] + } + SZ_utils.stampfit(alg_params) + + results['out'] = parameters['out'] + + fileName = parameters['out'] + layer1 = QgsVectorLayer(fileName,"test","ogr") + subLayers =layer1.dataProvider().subLayers() + + for subLayer in subLayers: + name = subLayer.split('!!::!!')[1] + uri = "%s|layername=%s" % (fileName, name,) + # Create layer + sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + if not sub_vlayer.isValid(): + print('layer failed to load') + # Add layer to map + context.temporaryLayerStore().addMapLayer(sub_vlayer) + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) + + feedback.setCurrentStep(7) + if feedback.isCanceled(): + return {} + + fileName = parameters['folder']+'/train.gpkg' + layer = QgsVectorLayer(fileName,"train","ogr") + subLayers =layer.dataProvider().subLayers() + + for subLayer in subLayers: + name = subLayer.split('!!::!!')[1] + print(name,'name') + uri = "%s|layername=%s" % (fileName, name,) + print(uri,'uri') + # Create layer + sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + if not sub_vlayer.isValid(): + print('layer failed to load') + # Add layer to map + context.temporaryLayerStore().addMapLayer(sub_vlayer) + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('train', context.project(),'LAYER')) + + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + + return results + + + diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 1b87920..22f2662 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -55,9 +55,10 @@ from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm from .scripts.corrplot import CorrAlgorithm -from .scripts.sz_train_cv import CoreAlgorithm_cv +from .scripts.sz_train_cv_ML import CoreAlgorithm_cv from .scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv from .scripts.sz_trans_GAM import CoreAlgorithmGAM_trans +from .scripts.sz_trans_ML import CoreAlgorithmML_trans from .scripts.algorithms import Algorithms from sklearn.linear_model import LogisticRegression from sklearn.tree import DecisionTreeClassifier @@ -118,16 +119,16 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - # dict_of_scripts={ - # 'alg': 'ML_trans', - # 'function': CoreAlgorithmML_trans, - # 'name':'Transfer_ML', - # 'displayName':'01 Predict Machine Learning', - # 'group':'03 SI transfer', - # 'groupId':'03 SI transfer', - # 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) + dict_of_scripts={ + 'alg': 'ML_trans', + 'function': CoreAlgorithmML_trans, + 'name':'Transfer_ML', + 'displayName':'01 Predict Machine Learning', + 'group':'03 SI transfer', + 'groupId':'03 SI transfer', + 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", + } + self.addAlgorithm(Instance(dict_of_scripts)) ############## dict_of_scripts={ @@ -342,10 +343,12 @@ def __init__(self, dict_of_scripts): 'ML_cv':True, 'GAM_cv':True, 'GAM_trans':True, + 'ML_trans':True, } self.algorithms={ 'ML_cv':Algorithms.alg_MLrun, + 'ML_trans':Algorithms.alg_MLrun, 'GAM_cv':Algorithms.alg_GAMrun, 'GAM_trans':Algorithms.alg_GAMrun, } @@ -356,6 +359,11 @@ def __init__(self, dict_of_scripts): 'RF':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), 'DT':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), }, + 'ML_trans':{ + 'SVC':SVC(kernel = 'linear', random_state = 0,probability=True), + 'RF':RandomForestClassifier(n_estimators = 10, criterion = 'entropy', random_state = 0), + 'DT':DecisionTreeClassifier(criterion = 'entropy', random_state = 0), + }, 'GAM_cv':{'binomial':LogisticGAM,'gaussian':LinearGAM}, 'GAM_trans':{'binomial':LogisticGAM,'gaussian':LinearGAM}, } From a42c8912b032559d84160b51509d16052cd6ae79 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 13 Jun 2024 08:00:33 +0200 Subject: [PATCH 16/91] transferability for ML --- sz_module/scripts/algorithms.py | 50 +++++++++++++++++---------------- 1 file changed, 26 insertions(+), 24 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index dbe85c6..cb2319d 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -67,10 +67,14 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f else: prob=gam.predict(X.loc[test,nomi].to_numpy())#[::,1] #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) + + print(X.loc[train,nomi]) + print(y.iloc[train]) + print(X.loc[test,nomi]) GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) - GAM_utils.GAM_save(gam,prob,fold,nomi,filename) + #GAM_utils.GAM_save(gam,prob,fold,nomi,filename) + #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) - #print(CI) CI=[] return prob,CI,gam @@ -231,6 +235,7 @@ def GAM_formula(parameters): return splines,dtypes def GAM_plot(gam,df,nomi,fold,filename,scaled_df): + print('plot') GAM_sel=nomi #sc=StandardScaler() @@ -239,12 +244,13 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): maX=[] miN=[] for i, term in enumerate(gam.terms): - #print(gam.terms[i]) + print(term) if term.isintercept: continue - if isinstance(gam.terms[i], terms.FactorTerm): + elif isinstance(gam.terms[i], terms.FactorTerm): + #pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) continue - else: + elif isinstance(gam.terms[i], terms.LinearTerm) or isinstance(gam.terms[i], terms.SplineTerm): pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) maX=maX+[np.max(confi0[:,1])] miN=miN+[np.min(confi0[:,0])] @@ -285,7 +291,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if ii != i: X[:, ii] = 0 pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) - #print(pdep,'pdep') + print(confi,'confi') ## YY=pdep @@ -296,24 +302,20 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): plt.subplot(rows, 3, i+1) - # if isinstance(gam.terms[i], terms.FactorTerm): - # plt.plot(np.sort(df[GAM_sel[i]].unique()),pdep[range(1, len(pdep), 3)], 'o', c='blue') - # for j in pdep[range(1, len(pdep), 3)]: - # if j>1.5: - # plt.axvline(np.sort(df[GAM_sel[0]].unique())[np.where(pdep[range(1, len(pdep), 3)] == j)[0][0]], - # color='k', linewidth=0.5, linestyle="--") - # plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=90) - # plt.xlabel(GAM_sel[i]) - # plt.ylabel('Partial Effect') - # continue if isinstance(gam.terms[i], terms.FactorTerm): - plt.plot(np.sort(df[GAM_sel[i]].unique()), - pdep[range(1, len(pdep), 3)], 'o', c='gray') - for j in pdep[range(1, len(pdep), 3)]: - if j>1.5: - plt.axvline(np.sort(df[GAM_sel[0]].unique())[np.where(pdep[range(1, len(pdep), 3)] == j)[0][0]], - color='k', linewidth=0.5, linestyle="--") - plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=90) + x=np.sort(df[GAM_sel[i]].unique()) + y=[] + y1=[] + y2=[] + + for j in np.sort(df[GAM_sel[i]].unique()): + y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) + y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + plt.plot(x,y,'o', c='blue') + plt.plot(x,y1,'o', c='gray') + plt.plot(x,y2,'o', c='gray') + plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) plt.xlabel(GAM_sel[i]) plt.ylabel('Regression coefficient') continue @@ -323,7 +325,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): plt.xlabel(GAM_sel[i]) plt.ylabel('Partial Effect') - #plt.ylim(MIN,MAX) + plt.ylim(MIN,MAX) #if len(x_linear)>0: # print(x_linear,y_linear) From 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z;HEn9$09!I?4{kWrapu_S>9=E{BoHaQugfwprGwe&E0Cz19p)z3#-b&@S(-9m#GdnI@3UBr4S<<>Z@D2i%G&8v@{> z9c~D6-?02pj9B5hTjXTbQg*bnap;9%sj6tbn?{>9pB#c%LK69@MgmqXbZbZFd$M(@ z63&(aqAl(UEQWN3e5mXQ9LY9MhNu+1qI+cR91 zeubf3!RczQEq4ktU=7oz-7#JNxnJNjRaRnLc1E_z;Kz9h1G|o6m{k@dlayptOiJC1 zZzo>_9AAWEtBh7C-J$j$`>P>m$TcvG@PE-noj;t%g z$e6cYo_>b=t$glPJDbv|$?1{E?Kn9YIBUaN$58*0dOEPv9Skbe-<~wzwB0U1d4yH1 z@xZDYi*JF1l3CV{12tm-Vqb!ut^LF`E37xuezF4ECf0gTZ>t@kvkekCgVzz9S;9L@ zl8#S*iP53Dmrr}N5`s*#t5x1jXP!H`)T1`1`!&9wR3>{{Tgx$YE;DuG;$(%_R_2!{ zm^O}}UZaL)WBjMVie0%?{y{YE%&X)ed=U zLJWPJ7?8bEwq7-uOB&JXZ4FdpkV)Fx>_lv!9F>ZMcQDIjvvLx5L^OQtQ0?U(#zx8^ zOHaS`DPmiiOW)9QCZ+m|wW;20NPthyFc&y_CMP(<1LXodf>!_1F}y6 zV)P;h^}txkFIxo;Ml8HNQA>~0wu1*WZrl;Uo?*x+>ZzmY$H&VSG_sislyR;m37T>6 z=l;Eel5R@!4;Zn zPj>QjxCG6K#3u@WZ~elxgkL)R!DpK9h!?a}FJ6+p{67z!`+GIgOI_%n?q4J5{_C#) h)05;scUh7K*!}nCik2$b)jwxkB9#|u1-bq?`Zw2-P80wD From 170148d25b87f038797b64b6bf4c91941715b82d Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Sun, 14 Jul 2024 00:23:44 +0200 Subject: [PATCH 18/91] update axis covariate --- sz_module/.env | 2 +- sz_module/scripts/algorithms.py | 53 ++++++++++++++++++++++----------- 2 files changed, 36 insertions(+), 19 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index e35e7dc..924cb2f 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=True +DEBUG=False PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index cb2319d..a5a4513 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -104,10 +104,10 @@ def cross_validation(parameters,algorithm,classifier): train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) for i in range(iters_count): if algorithm==Algorithms.alg_GAMrun: - prob[i],CI[i],gam=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) + prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] else: - prob[i]=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) + prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) gam=None df.loc[test_ind[i],'SI']=prob[i] elif parameters['testN']==1: @@ -244,7 +244,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): maX=[] miN=[] for i, term in enumerate(gam.terms): - print(term) if term.isintercept: continue elif isinstance(gam.terms[i], terms.FactorTerm): @@ -277,21 +276,35 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - #pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + print(XX,'XX') + print(min(XX[:,i])) + print(max(XX[:,i])) + print(len(XX)) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - #XX=df[GAM_sel[i]].to_numpy() + + try: - sorted_indices = np.argsort(scaled_df.iloc[:, i]) - X = scaled_df.iloc[sorted_indices].to_numpy() + sorted_indices = np.argsort(df.iloc[:, i]) + X = df.iloc[sorted_indices].to_numpy() except: - sorted_indices = np.argsort(scaled_df[:, i]) - X = scaled_df[sorted_indices] - - for ii in range(len(GAM_sel)): - if ii != i: - X[:, ii] = 0 - pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) - print(confi,'confi') + sorted_indices = np.argsort(df[:, i]) + X = df[sorted_indices] + + X=np.array([min(df.iloc[:, i])]) + m=np.min(df.iloc[:, i]) + interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) + for n in range(len(df[GAM_sel[i]])-1): + X=np.append(X,m+interval) + m=m+interval + + + # for ii in range(len(GAM_sel)): + # if ii != i: + # X[:, ii] = 0 + # pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) + + ## YY=pdep @@ -317,11 +330,15 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): plt.plot(x,y2,'o', c='gray') plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) plt.xlabel(GAM_sel[i]) - plt.ylabel('Regression coefficient') + plt.ylabel('Partial Effect') + plt.ylim(MIN,MAX) continue - plt.plot(XX[:, term.feature], pdep, c='blue') - plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + plt.plot(X, pdep, c='blue') + #plt.xticks(XX[:, term.feature], X[:,term.feature]) + + plt.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) plt.xlabel(GAM_sel[i]) plt.ylabel('Partial Effect') From 9de51fb7ca56d5ee1cff3895838ebc84feeb7889 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Sun, 14 Jul 2024 11:36:25 +0200 Subject: [PATCH 19/91] double scale plot --- sz_module/scripts/algorithms.py | 73 ++++++++++++++++++++++++--------- 1 file changed, 54 insertions(+), 19 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a5a4513..2cb7a2c 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -276,21 +276,9 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - print(XX,'XX') - print(min(XX[:,i])) - print(max(XX[:,i])) - print(len(XX)) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - - try: - sorted_indices = np.argsort(df.iloc[:, i]) - X = df.iloc[sorted_indices].to_numpy() - except: - sorted_indices = np.argsort(df[:, i]) - X = df[sorted_indices] - X=np.array([min(df.iloc[:, i])]) m=np.min(df.iloc[:, i]) interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) @@ -298,13 +286,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): X=np.append(X,m+interval) m=m+interval - - # for ii in range(len(GAM_sel)): - # if ii != i: - # X[:, ii] = 0 - # pdep, confi = gam.partial_dependence(term=i, X=X, width=0.95) - - ## YY=pdep @@ -353,6 +334,60 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): plt.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') #plt.show() + + for i, term in enumerate(gam.terms): + if term.isintercept: + continue + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + + YY=pdep + if int(np.ceil(count/3.))<4: + rows=4 + else: + rows=int(np.ceil(count/3.)) + + plt.subplot(rows, 3, i+1) + + if isinstance(gam.terms[i], terms.FactorTerm): + x=np.sort(df[GAM_sel[i]].unique()) + y=[] + y1=[] + y2=[] + + for j in np.sort(df[GAM_sel[i]].unique()): + y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) + y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + plt.plot(x,y,'o', c='blue') + plt.plot(x,y1,'o', c='gray') + plt.plot(x,y2,'o', c='gray') + plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) + plt.xlabel(GAM_sel[i]) + plt.ylabel('Partial Effect') + plt.ylim(MIN,MAX) + continue + + plt.plot(XX[:, term.feature], pdep, c='blue') + #plt.xticks(XX[:, term.feature], X[:,term.feature]) + + plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + + plt.xlabel(GAM_sel[i]) + plt.ylabel('Partial Effect') + plt.ylim(MIN,MAX) + + #if len(x_linear)>0: + # print(x_linear,y_linear) + # plt.plot(x_linear,y_linear, 'o', c='blue') + # plt.xticks(x_tic,rotation=90) + # #plt.xlabel(GAM_sel[i]) + # plt.ylabel('Regression coefficient') + + plt.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') def GAM_save(gam,coeffs,fold,nomi,filename=''): filename_pkl = fold+'/gam_coeff'+filename+'.pkl' From 7e0e427dee7134e574ffca09460c88e1f1b61eab Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 23 Jul 2024 09:25:58 +0200 Subject: [PATCH 20/91] update plot --- sz_module/scripts/algorithms.py | 63 ++++++++++++++++++--------------- 1 file changed, 35 insertions(+), 28 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 2cb7a2c..a0a9540 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -270,6 +270,8 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): x_tic=[] x_linear=np.array([]) y_linear=np.array([]) + + fig = plt.figure(figsize=(15,15),dpi=300) for i, term in enumerate(gam.terms): if term.isintercept: @@ -293,8 +295,10 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): rows=4 else: rows=int(np.ceil(count/3.)) + + ax=fig.add_subplot(rows, 3, i+1) + #plt.subplot(rows, 3, i+1) - plt.subplot(rows, 3, i+1) if isinstance(gam.terms[i], terms.FactorTerm): x=np.sort(df[GAM_sel[i]].unique()) @@ -306,24 +310,24 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - plt.plot(x,y,'o', c='blue') - plt.plot(x,y1,'o', c='gray') - plt.plot(x,y2,'o', c='gray') - plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) - plt.xlabel(GAM_sel[i]) - plt.ylabel('Partial Effect') - plt.ylim(MIN,MAX) + ax.plot(x,y,'o', c='blue') + ax.plot(x,y1,'o', c='gray') + ax.plot(x,y2,'o', c='gray') + ax.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) continue - plt.plot(X, pdep, c='blue') + ax.plot(X, pdep, c='blue') #plt.xticks(XX[:, term.feature], X[:,term.feature]) - plt.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - plt.xlabel(GAM_sel[i]) - plt.ylabel('Partial Effect') - plt.ylim(MIN,MAX) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) #if len(x_linear)>0: # print(x_linear,y_linear) @@ -332,9 +336,11 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): # #plt.xlabel(GAM_sel[i]) # plt.ylabel('Regression coefficient') - plt.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') + #fig.subplots_adjust(bottom=0.15, wspace=0.05) + fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') #plt.show() + fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): if term.isintercept: continue @@ -349,7 +355,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): else: rows=int(np.ceil(count/3.)) - plt.subplot(rows, 3, i+1) + ax1=fig1.add_subplot(rows, 3, i+1) if isinstance(gam.terms[i], terms.FactorTerm): x=np.sort(df[GAM_sel[i]].unique()) @@ -361,24 +367,24 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - plt.plot(x,y,'o', c='blue') - plt.plot(x,y1,'o', c='gray') - plt.plot(x,y2,'o', c='gray') - plt.xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) - plt.xlabel(GAM_sel[i]) - plt.ylabel('Partial Effect') - plt.ylim(MIN,MAX) + ax1.plot(x,y,'o', c='blue') + ax1.plot(x,y1,'o', c='gray') + ax1.plot(x,y2,'o', c='gray') + ax1.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) + ax1.set_xlabel(GAM_sel[i]) + ax1.set_ylabel('Partial Effect') + ax1.set_ylim(MIN,MAX) continue - plt.plot(XX[:, term.feature], pdep, c='blue') + ax1.plot(XX[:, term.feature], pdep, c='blue') #plt.xticks(XX[:, term.feature], X[:,term.feature]) - plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - plt.xlabel(GAM_sel[i]) - plt.ylabel('Partial Effect') - plt.ylim(MIN,MAX) + ax1.set_xlabel(GAM_sel[i]) + ax1.set_ylabel('Partial Effect') + ax1.set_ylim(MIN,MAX) #if len(x_linear)>0: # print(x_linear,y_linear) @@ -387,7 +393,8 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): # #plt.xlabel(GAM_sel[i]) # plt.ylabel('Regression coefficient') - plt.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') + #fig1.subplots_adjust(bottom=0.15, wspace=0.05) + fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') def GAM_save(gam,coeffs,fold,nomi,filename=''): filename_pkl = fold+'/gam_coeff'+filename+'.pkl' From 70aa639b5550c675e714e026b6202ce92c783628 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Tue, 23 Jul 2024 09:45:10 +0200 Subject: [PATCH 21/91] add log scale selection in gaussian --- sz_module/scripts/sz_train_cv_GAM.py | 7 +++++++ sz_module/scripts/sz_trans_GAM.py | 11 ++++++++++- sz_module/scripts/utils.py | 4 ++++ sz_module/sz_module_provider.py | 1 + 4 files changed, 22 insertions(+), 1 deletion(-) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 68e8442..5a71c9e 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -65,6 +65,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING6, 'Time field (for temporal CV)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) @@ -81,6 +82,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None family={'0':'binomial','1':'gaussian'} cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} + gauss_scale={'0':'linear scale','1':'log scale'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -111,6 +113,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + parameters['gauss_scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['gauss_scale'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + parameters['num1'] = self.parameterAsInt(parameters, self.NUMBER1, context) if parameters['num1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) @@ -151,6 +157,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'time':parameters['time'], + 'gauss_scale':gauss_scale[parameters['gauss_scale']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 9311fc2..c592ba5 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -67,6 +67,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Output trans',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) @@ -79,6 +80,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs = {} family={'0':'binomial','1':'gaussian'} + gauss_scale={'0':'linear scale','1':'log scale'} + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -103,6 +106,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + parameters['gauss_scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['gauss_scale'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) @@ -135,7 +142,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'lsd' : parameters['fieldlsd'], - 'family':family[parameters['family']] + 'family':family[parameters['family']], + 'gauss_scale':gauss_scale[parameters['gauss_scale']], + } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 9e20519..dc9a8d6 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -109,6 +109,10 @@ def load_cv(directory,parameters): #df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) lsd=gdp[parameters['lsd']] lsd[lsd>0]=1 + if parameters['family']=='binomial': + lsd[lsd>0]=1 + elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': + lsd[lsd>0]=np.log(lsd[lsd>0]) df['y']=lsd#.astype(int) df['ID']=gdp['ID'] df['geom']=gdp['geom'] diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 22f2662..747f4af 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -312,6 +312,7 @@ class Instance(QgsProcessingAlgorithm): STRING4 = 'STRING4'#'string4' STRING5 = 'STRING5' STRING6 = 'STRING6' + STRING7 = 'STRING7' NUMBER = 'NUMBER'#'testN' NUMBER1 = 'NUMBER1'#'num1' NUMBER2 = 'NUMBER2' From cb63841d7ae4d4681770d5a42b51d25cc58560f6 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 24 Jul 2024 00:35:40 +0200 Subject: [PATCH 22/91] add variable interaction --- sz_module/scripts/algorithms.py | 131 +++++++++++++++------------ sz_module/scripts/sz_train_cv_GAM.py | 46 ++++++++-- sz_module/scripts/utils.py | 9 ++ sz_module/sz_module_provider.py | 2 + 4 files changed, 124 insertions(+), 64 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a0a9540..d37435d 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -22,6 +22,8 @@ from sklearn.tree import export_text +from mpl_toolkits import mplot3d + class Algorithms(): @@ -88,7 +90,7 @@ def cross_validation(parameters,algorithm,classifier): #print(df,'df') y=df['y'] if algorithm==Algorithms.alg_GAMrun: - df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous'],'custom') + df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous']+parameters['tensor'],'custom') #X[parameters['categorical']]=df[parameters['categorical']] else: df_scaled=CV_utils.scaler(df,nomi,'standard') @@ -221,16 +223,33 @@ def GAM_formula(parameters): elif GAM_sel[i] in parameters['linear']: dtypes = dtypes + ['numerical'] vars_dict[GAM_sel[i]]={'term':'l'} - + elif GAM_sel[i] in parameters['tensor']: + dtypes = dtypes + ['numerical'] + vars_dict[i]={'term':'te'} + + # for i in tensor: + # dtypes = dtypes + ['numerical'] + # vars_dict[i]={'term':'te'} + + tensor_id=[] splines = terms.TermList() for i,v in enumerate(vars_dict .keys()): + print(i,v) if vars_dict[v]['term'] == 's': term = terms.SplineTerm(i, n_splines=vars_dict[v].get('n_splines', 10)) elif vars_dict[v]['term'] == 'l': term = terms.LinearTerm(i) elif vars_dict[v]['term'] == 'f': term = terms.FactorTerm(i) + elif vars_dict[v]['term'] == 'te': + tensor_id=tensor_id + [i] + if len(tensor_id)==2: + term=terms.TensorTerm(tensor_id[0],tensor_id[1]) splines += term + #splines += terms.TensorTerm(tensor_id[0],tensor_id[1]) + + print(splines) + print(dtypes) return splines,dtypes @@ -239,7 +258,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): GAM_sel=nomi #sc=StandardScaler() - fig = plt.figure(figsize=(20, 25)) + #fig = plt.figure(figsize=(20, 25)) maX=[] miN=[] @@ -267,20 +286,17 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): count+=1 count=count+countIns - x_tic=[] - x_linear=np.array([]) - y_linear=np.array([]) + if int(np.ceil(count/3.))<4: + rows=4 + else: + rows=int(np.ceil(count/3.)) - fig = plt.figure(figsize=(15,15),dpi=300) - + fig = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): + print(term,'term') + if term.isintercept: continue - ## - XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## - X=np.array([min(df.iloc[:, i])]) m=np.min(df.iloc[:, i]) interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) @@ -289,18 +305,13 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): m=m+interval ## - - YY=pdep - if int(np.ceil(count/3.))<4: - rows=4 - else: - rows=int(np.ceil(count/3.)) - - ax=fig.add_subplot(rows, 3, i+1) - #plt.subplot(rows, 3, i+1) - - + ax=fig.add_subplot(rows, 3, i+1) if isinstance(gam.terms[i], terms.FactorTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + print(gam.terms[i],'aa') x=np.sort(df[GAM_sel[i]].unique()) y=[] y1=[] @@ -318,27 +329,49 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax.set_ylabel('Partial Effect') ax.set_ylim(MIN,MAX) continue - - ax.plot(X, pdep, c='blue') - #plt.xticks(XX[:, term.feature], X[:,term.feature]) - ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + elif isinstance(gam.terms[i], terms.LinearTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + print(gam.terms[i],'bb') + ax.plot(X, pdep, c='blue') + ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) + continue + + elif isinstance(gam.terms[i], terms.TensorTerm): - ax.set_xlabel(GAM_sel[i]) - ax.set_ylabel('Partial Effect') - ax.set_ylim(MIN,MAX) + XX = gam.generate_X_grid(term=i,meshgrid=True) + Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) + ax = plt.axes(projection='3d') + ax.plot_surface(XX[0], XX[1], Z, cmap='viridis') + ax.set_position([0.5, 0.1, 0.4, 0.8]) - #if len(x_linear)>0: - # print(x_linear,y_linear) - # plt.plot(x_linear,y_linear, 'o', c='blue') - # plt.xticks(x_tic,rotation=90) - # #plt.xlabel(GAM_sel[i]) - # plt.ylabel('Regression coefficient') + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel(GAM_sel[i+1]) + #ax.set_ylim(MIN,MAX) + continue + + elif isinstance(gam.terms[i], terms.SplineTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + print(gam.terms[i],'cc') + print('aoooo') + ax.plot(X, pdep, c='blue') + ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) + continue - #fig.subplots_adjust(bottom=0.15, wspace=0.05) fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') - #plt.show() + fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): @@ -348,12 +381,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - - YY=pdep - if int(np.ceil(count/3.))<4: - rows=4 - else: - rows=int(np.ceil(count/3.)) ax1=fig1.add_subplot(rows, 3, i+1) @@ -377,23 +404,11 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue ax1.plot(XX[:, term.feature], pdep, c='blue') - #plt.xticks(XX[:, term.feature], X[:,term.feature]) - ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - #plt.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') ax1.set_ylim(MIN,MAX) - #if len(x_linear)>0: - # print(x_linear,y_linear) - # plt.plot(x_linear,y_linear, 'o', c='blue') - # plt.xticks(x_tic,rotation=90) - # #plt.xlabel(GAM_sel[i]) - # plt.ylabel('Regression coefficient') - - #fig1.subplots_adjust(bottom=0.15, wspace=0.05) fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') def GAM_save(gam,coeffs,fold,nomi,filename=''): diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 5a71c9e..7185581 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -63,6 +63,8 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) + self.addParameter(QgsProcessingParameterField(self.STRING8, 'Variables interaction A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING9, 'Variables interaction B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) @@ -84,7 +86,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} gauss_scale={'0':'linear scale','1':'log scale'} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -117,6 +118,18 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['gauss_scale'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + parameters['var_interaction_A'] = self.parameterAsFields(parameters, self.STRING8, context) + if parameters['var_interaction_A'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING8)) + + parameters['var_interaction_B'] = self.parameterAsFields(parameters, self.STRING9, context) + if parameters['var_interaction_B'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING9)) + + parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) + if parameters['field1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) + parameters['num1'] = self.parameterAsInt(parameters, self.NUMBER1, context) if parameters['num1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) @@ -150,10 +163,25 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['time']=='': log(f"Time field is missing for temporal CV") raise RuntimeError("Time field is missing for temporal CV") + + print(parameters['var_interaction_A'],'daiiii') + if parameters['var_interaction_A'] != [] and parameters['var_interaction_B'] != []: + tensor=[parameters['var_interaction_A'][0],parameters['var_interaction_B'][0]] + alg_params = { + 'linear': parameters['field3'], + 'continuous': parameters['field1'], + 'categorical': parameters['field2'], + 'tensor': tensor, + } + if SZ_utils.check_validity(alg_params) is False: + return '' + else: + tensor=[] + alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], + 'field1': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'time':parameters['time'], @@ -170,8 +198,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'linear': parameters['field3'], 'continuous': parameters['field1'], 'categorical': parameters['field2'], - 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], - 'spline': parameters['num1'] + 'tensor': tensor, + 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, + 'spline': parameters['num1'], + #'var_interaction_A':parameters['var_interaction_A'], + #'var_interaction_B':parameters['var_interaction_B'], } outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) @@ -181,16 +212,16 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None return {} alg_params = { - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], - 'nomi':parameters['field3']+parameters['field1']+parameters['field2'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'df':outputs['df'], 'splines':outputs['splines'], 'dtypes':outputs['dtypes'], 'categorical':parameters['field2'], 'linear':parameters['field3'], 'continuous':parameters['field1'], + 'tensor': tensor, 'family':family[parameters['family']], 'cv_method':cv_method[parameters['cv_method']], 'time':parameters['time'] @@ -248,8 +279,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(5) if feedback.isCanceled(): return {} + + return results + diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index dc9a8d6..a357880 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -305,3 +305,12 @@ def errors(parameters): writer.writerow(["Pearson Coefficient", pearson_coefficient]) return(errors) + def check_validity(parameters): + for i in parameters['tensor']: + if i not in parameters['linear']+parameters['continuous']+parameters['categorical']: + continue + else: + return False + return True + + diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 747f4af..c038d91 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -313,6 +313,8 @@ class Instance(QgsProcessingAlgorithm): STRING5 = 'STRING5' STRING6 = 'STRING6' STRING7 = 'STRING7' + STRING8 = 'STRING8' + STRING9 = 'STRING9' NUMBER = 'NUMBER'#'testN' NUMBER1 = 'NUMBER1'#'num1' NUMBER2 = 'NUMBER2' From 8d282f46ee9bace51b4d67fe9a84100733766ddf Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 24 Jul 2024 01:06:43 +0200 Subject: [PATCH 23/91] add plot tensor --- sz_module/scripts/algorithms.py | 104 +++++++++++++++++++++----------- 1 file changed, 69 insertions(+), 35 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index d37435d..a61d8b3 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -70,9 +70,6 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f prob=gam.predict(X.loc[test,nomi].to_numpy())#[::,1] #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) - print(X.loc[train,nomi]) - print(y.iloc[train]) - print(X.loc[test,nomi]) GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) #GAM_utils.GAM_save(gam,prob,fold,nomi,filename) @@ -86,8 +83,6 @@ def cross_validation(parameters,algorithm,classifier): df=parameters['df'] nomi=parameters['nomi'] x=df[parameters['nomi']] - #print(x,'x') - #print(df,'df') y=df['y'] if algorithm==Algorithms.alg_GAMrun: df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous']+parameters['tensor'],'custom') @@ -148,7 +143,6 @@ def cv_method(parameters,df_scaled,df,nomi): for i, (train, test) in enumerate(method.split(time_index)): X_train[i]=np.where(df[parameters['time']] != time_index[test[0]])[0] X_test[i]=np.where(df[parameters['time']] == time_index[test[0]])[0] - print('train',X_train) elif parameters['cv_method']=='temporal_LOO': time_index=sorted(df[parameters['time']].unique()) method = LeaveOneOut() @@ -234,7 +228,6 @@ def GAM_formula(parameters): tensor_id=[] splines = terms.TermList() for i,v in enumerate(vars_dict .keys()): - print(i,v) if vars_dict[v]['term'] == 's': term = terms.SplineTerm(i, n_splines=vars_dict[v].get('n_splines', 10)) elif vars_dict[v]['term'] == 'l': @@ -248,9 +241,6 @@ def GAM_formula(parameters): splines += term #splines += terms.TensorTerm(tensor_id[0],tensor_id[1]) - print(splines) - print(dtypes) - return splines,dtypes def GAM_plot(gam,df,nomi,fold,filename,scaled_df): @@ -280,8 +270,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): for i, term in enumerate(gam.terms): if term.isintercept: continue - if isinstance(gam.terms[i], terms.FactorTerm): - countIns+=1 + if isinstance(gam.terms[i], terms.TensorTerm): continue count+=1 count=count+countIns @@ -290,11 +279,10 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): rows=4 else: rows=int(np.ceil(count/3.)) + fig = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): - print(term,'term') - if term.isintercept: continue X=np.array([min(df.iloc[:, i])]) @@ -304,14 +292,13 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): X=np.append(X,m+interval) m=m+interval - ## - ax=fig.add_subplot(rows, 3, i+1) + ## if isinstance(gam.terms[i], terms.FactorTerm): + ax=fig.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - print(gam.terms[i],'aa') x=np.sort(df[GAM_sel[i]].unique()) y=[] y1=[] @@ -331,11 +318,11 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.LinearTerm): + ax=fig.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - print(gam.terms[i],'bb') ax.plot(X, pdep, c='blue') ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax.set_xlabel(GAM_sel[i]) @@ -344,25 +331,38 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): + # for i, term in enumerate(gam.terms): + # if term.isintercept: + # continue + # X=np.array([min(df.iloc[:, i])]) + # m=np.min(df.iloc[:, i]) + # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) + # for n in range(len(df[GAM_sel[i]])-1): + # X=np.append(X,m+interval) + # m=m+interval + + + fig2=plt.figure(figsize=(15,15)) + #ax=fig.add_subplot(rows, 3, i+1) XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - ax = plt.axes(projection='3d') - ax.plot_surface(XX[0], XX[1], Z, cmap='viridis') - ax.set_position([0.5, 0.1, 0.4, 0.8]) + ax3d = plt.axes(projection='3d') + ax3d.plot_surface(XX[0], XX[1], Z, cmap='viridis') + #ax.set_position([0.5, 0.1, 0.4, 0.8]) - ax.set_xlabel(GAM_sel[i]) - ax.set_ylabel(GAM_sel[i+1]) + ax3d.set_xlabel(GAM_sel[i]) + ax3d.set_ylabel(GAM_sel[i+1]) #ax.set_ylim(MIN,MAX) + fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') continue elif isinstance(gam.terms[i], terms.SplineTerm): + ax=fig.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - print(gam.terms[i],'cc') - print('aoooo') ax.plot(X, pdep, c='blue') ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax.set_xlabel(GAM_sel[i]) @@ -372,19 +372,20 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') - + ######################################################################## fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): if term.isintercept: continue - ## - XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## + ax1=fig1.add_subplot(rows, 3, i+1) if isinstance(gam.terms[i], terms.FactorTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## x=np.sort(df[GAM_sel[i]].unique()) y=[] y1=[] @@ -403,11 +404,44 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax1.set_ylim(MIN,MAX) continue - ax1.plot(XX[:, term.feature], pdep, c='blue') - ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - ax1.set_xlabel(GAM_sel[i]) - ax1.set_ylabel('Partial Effect') - ax1.set_ylim(MIN,MAX) + elif isinstance(gam.terms[i], terms.LinearTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + ax1.plot(XX[:, term.feature], pdep, c='blue') + ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax1.set_xlabel(GAM_sel[i]) + ax1.set_ylabel('Partial Effect') + ax1.set_ylim(MIN,MAX) + continue + + elif isinstance(gam.terms[i], terms.TensorTerm): + fig2=plt.figure(figsize=(15,15)) + #ax=fig.add_subplot(rows, 3, i+1) + XX = gam.generate_X_grid(term=i,meshgrid=True) + Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) + ax3d = plt.axes(projection='3d') + ax3d.plot_surface(XX[0], XX[1], Z, cmap='viridis') + #ax.set_position([0.5, 0.1, 0.4, 0.8]) + + ax3d.set_xlabel(GAM_sel[i]) + ax3d.set_ylabel(GAM_sel[i+1]) + #ax.set_ylim(MIN,MAX) + fig2.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') + continue + + elif isinstance(gam.terms[i], terms.SplineTerm): + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + ax1.plot(XX[:, term.feature], pdep, c='blue') + ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax1.set_xlabel(GAM_sel[i]) + ax1.set_ylabel('Partial Effect') + ax1.set_ylim(MIN,MAX) + continue fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') From a2848195cfc92656aab41a2fe69d2a68617a94a2 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 25 Jul 2024 00:19:51 +0200 Subject: [PATCH 24/91] add interaction scaled --- sz_module/scripts/algorithms.py | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a61d8b3..c715132 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -331,28 +331,33 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): - # for i, term in enumerate(gam.terms): - # if term.isintercept: - # continue - # X=np.array([min(df.iloc[:, i])]) - # m=np.min(df.iloc[:, i]) - # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) - # for n in range(len(df[GAM_sel[i]])-1): - # X=np.append(X,m+interval) - # m=m+interval - + X0=np.array([min(df.iloc[:, i])]) + m=np.min(df.iloc[:, i]) + interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) + for n in range(100-1): + X0=np.append(X0,m+interval) + m=m+interval + + X1=np.array([min(df.iloc[:, i+1])]) + m=np.min(df.iloc[:, i+1]) + interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) + for n in range(100-1): + X1=np.append(X1,m+interval) + m=m+interval fig2=plt.figure(figsize=(15,15)) #ax=fig.add_subplot(rows, 3, i+1) XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) + ax3d = plt.axes(projection='3d') - ax3d.plot_surface(XX[0], XX[1], Z, cmap='viridis') + ax3d.plot_surface(X0, X1, Z, cmap='viridis') #ax.set_position([0.5, 0.1, 0.4, 0.8]) ax3d.set_xlabel(GAM_sel[i]) ax3d.set_ylabel(GAM_sel[i+1]) + ax3d.set_zlabel('Partial Effect') #ax.set_ylim(MIN,MAX) fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') continue @@ -427,7 +432,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax3d.set_xlabel(GAM_sel[i]) ax3d.set_ylabel(GAM_sel[i+1]) - #ax.set_ylim(MIN,MAX) + ax3d.set_zlabel('Partial Effect') fig2.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') continue From a2e4442a717993d4364312a90b279bd7ed4b0f65 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 25 Jul 2024 10:26:11 +0200 Subject: [PATCH 25/91] update print coeffs --- sz_module/.env | 2 +- sz_module/scripts/algorithms.py | 26 +++----------------------- sz_module/scripts/utils.py | 10 ++++++---- 3 files changed, 10 insertions(+), 28 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index 924cb2f..e35e7dc 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=False +DEBUG=True PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index c715132..3eed3ae 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -71,7 +71,8 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) - #GAM_utils.GAM_save(gam,prob,fold,nomi,filename) + #♂GAM_utils.GAM_save(gam,prob,fold,nomi,filename) + GAM_utils.GAM_save(gam,fold,filename) #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) CI=[] @@ -119,7 +120,6 @@ def cross_validation(parameters,algorithm,classifier): df.loc[test,'SI']=prob[0] test_ind[0]=test - return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): @@ -450,32 +450,12 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') - def GAM_save(gam,coeffs,fold,nomi,filename=''): + def GAM_save(gam,fold,filename=''): filename_pkl = fold+'/gam_coeff'+filename+'.pkl' #filename_txt = parameters['fold']+'/gam_coeff.txt' with open(filename_pkl, 'wb') as filez: pickle.dump(gam, filez) - - #with open(filename_pkl, 'rb') as file_pickle: - # loaded_data = pickle.load(file_pickle) - - #with open(filename_txt, 'wb') as file_txt: - # json.dump(loaded_data, file_txt, indent=2) - - # with open(fold+'/r_coeffs.csv', 'w') as f: - # write = csv.writer(f) - # ll=['intercept'] - # lll=ll+nomi - # write.writerow(lll) - # write.writerows(coeffs) - - # def plot_predict(x,predict,CI,fold, filename=''): - # plt.plot(x,predict,'r--') - # #plt.plot(x,CI,color='b',ls='--') - # plt.xlabel('Prediction8') - # plt.ylabel('PDF') - # plt.savefig(fold+'/Predict'+filename+'.pdf') class ML_utils(): def ML_save(classifier,fold,nomi, filename): diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index a357880..58a2d9c 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -108,11 +108,13 @@ def load_cv(directory,parameters): df=pd.DataFrame(gdp[parameters['field1']].copy()) #df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) lsd=gdp[parameters['lsd']] - lsd[lsd>0]=1 - if parameters['family']=='binomial': + try: + if parameters['family']=='binomial': + lsd[lsd>0]=1 + elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': + lsd[lsd>0]=np.log(lsd[lsd>0]) + except: lsd[lsd>0]=1 - elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': - lsd[lsd>0]=np.log(lsd[lsd>0]) df['y']=lsd#.astype(int) df['ID']=gdp['ID'] df['geom']=gdp['geom'] From c4b19ceb9c56a62f8fb524a596bfb3befdbc937f Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 25 Jul 2024 10:31:10 +0200 Subject: [PATCH 26/91] updte tensor in trans --- sz_module/scripts/sz_train_cv_GAM.py | 1 - sz_module/scripts/sz_trans_GAM.py | 36 ++++++++++++++++++++++++---- 2 files changed, 31 insertions(+), 6 deletions(-) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 7185581..2dc2128 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -164,7 +164,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None log(f"Time field is missing for temporal CV") raise RuntimeError("Time field is missing for temporal CV") - print(parameters['var_interaction_A'],'daiiii') if parameters['var_interaction_A'] != [] and parameters['var_interaction_B'] != []: tensor=[parameters['var_interaction_A'][0],parameters['var_interaction_B'][0]] diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index c592ba5..e450d56 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -65,6 +65,8 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) + self.addParameter(QgsProcessingParameterField(self.STRING8, 'Variables interaction A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING9, 'Variables interaction B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) @@ -110,6 +112,14 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['gauss_scale'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + parameters['var_interaction_A'] = self.parameterAsFields(parameters, self.STRING8, context) + if parameters['var_interaction_A'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING8)) + + parameters['var_interaction_B'] = self.parameterAsFields(parameters, self.STRING9, context) + if parameters['var_interaction_B'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING9)) + parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) @@ -137,10 +147,24 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None os.mkdir(parameters['folder']) parameters['testN']=1 + + if parameters['var_interaction_A'] != [] and parameters['var_interaction_B'] != []: + tensor=[parameters['var_interaction_A'][0],parameters['var_interaction_B'][0]] + + alg_params = { + 'linear': parameters['field3'], + 'continuous': parameters['field1'], + 'categorical': parameters['field2'], + 'tensor': tensor, + } + if SZ_utils.check_validity(alg_params) is False: + return '' + else: + tensor=[] alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], + 'field1': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'gauss_scale':gauss_scale[parameters['gauss_scale']], @@ -152,7 +176,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'linear': parameters['field3'], 'continuous': parameters['field1'], 'categorical': parameters['field2'], - 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], + 'tensor': tensor, + 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'spline': parameters['num1'] } outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) @@ -181,13 +206,14 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None #'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], - 'nomi':parameters['field3']+parameters['field1']+parameters['field2'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'df':outputs['df'], 'splines':outputs['splines'], 'dtypes':outputs['dtypes'], 'categorical':parameters['field2'], 'linear':parameters['field3'], 'continuous':parameters['field1'], + 'tensor': tensor, 'family':family[parameters['family']], } @@ -199,7 +225,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['input1'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']] } @@ -211,7 +237,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'predictors_weights':outputs['predictors_weights'], - 'nomi': parameters['field3']+parameters['field1']+parameters['field2'], + 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'family':family[parameters['family']], 'categorical':parameters['field2'], 'linear':parameters['field3'], From bfd6cf47f616f5fec00cc201ff32caea48ca9f09 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 25 Jul 2024 17:35:17 +0200 Subject: [PATCH 27/91] update dev --- sz_module/metadata.txt | 2 +- sz_module/scripts/classvector.py | 4 +++- sz_module/scripts/classvectorw.py | 3 ++- sz_module/scripts/corrplot.py | 4 +++- sz_module/scripts/graphs_lsdstats_kernel.py | 4 ++++ sz_module/scripts/lsdanalysis.py | 2 ++ sz_module/scripts/selfroc.py | 1 + sz_module/scripts/sz_train_cv_GAM.py | 3 +-- sz_module/scripts/sz_train_cv_ML.py | 4 ++-- sz_module/scripts/sz_trans_GAM.py | 4 ++-- sz_module/scripts/sz_trans_ML.py | 4 ++-- sz_module/scripts/utils.py | 24 ++++++++++++--------- 12 files changed, 37 insertions(+), 22 deletions(-) diff --git a/sz_module/metadata.txt b/sz_module/metadata.txt index a5160f9..fa42f60 100755 --- a/sz_module/metadata.txt +++ b/sz_module/metadata.txt @@ -6,7 +6,7 @@ name=sz_processing qgisMinimumVersion=3.28 description=Susceptibility Zoning plugin -version=1.1.0 +version=2.0.0 author=Giacomo Titti email=giacomotitti@gmail.com diff --git a/sz_module/scripts/classvector.py b/sz_module/scripts/classvector.py index 3ffc4fa..845ace0 100755 --- a/sz_module/scripts/classvector.py +++ b/sz_module/scripts/classvector.py @@ -148,6 +148,8 @@ def process(self, parameters, context, model_feedback): #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) + SZ_utils.make_directory({'path':parameters['edgesGA']}) + alg_params = { #'INPUT_RASTER_LAYER': parameters['Slope'], @@ -159,7 +161,7 @@ def process(self, parameters, context, model_feedback): #'INPUT_INT': parameters['BufferRadiousInPxl'], #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['gdp'],outputs['crs']=SZ_utils.load_cv(alg_params) + outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] diff --git a/sz_module/scripts/classvectorw.py b/sz_module/scripts/classvectorw.py index fdae48c..cf87bdb 100755 --- a/sz_module/scripts/classvectorw.py +++ b/sz_module/scripts/classvectorw.py @@ -182,6 +182,7 @@ def process(self, parameters, context, model_feedback): #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) + SZ_utils.make_directory({'path':parameters['edgesGA']}) alg_params = { @@ -194,7 +195,7 @@ def process(self, parameters, context, model_feedback): #'INPUT_INT': parameters['BufferRadiousInPxl'], #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['gdp'],outputs['crs']=SZ_utils.load_cv(alg_params) + outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index d82d103..da21b91 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -109,12 +109,14 @@ def process(self, parameters, context, feedback): if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) + SZ_utils.make_directory({'path':parameters['folder']}) + alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field1'], } - outputs['df'],outputs['crs']=SZ_utils.load_cv(alg_params) + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) feedback.setCurrentStep(1) if feedback.isCanceled(): diff --git a/sz_module/scripts/graphs_lsdstats_kernel.py b/sz_module/scripts/graphs_lsdstats_kernel.py index f90802a..1afe23a 100755 --- a/sz_module/scripts/graphs_lsdstats_kernel.py +++ b/sz_module/scripts/graphs_lsdstats_kernel.py @@ -79,6 +79,7 @@ import sys import math import csv +from .utils import SZ_utils # import plotly.tools as plotly_tools # import plotly.graph_objs as go @@ -143,6 +144,9 @@ def process(self, parameters, context, model_feedback): parameters['folder'] = self.parameterAsString(parameters, self.FOLDER, context) if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FOLDER)) + + SZ_utils.make_directory({'path':parameters['folder']}) + alg_params = { #'OUTPUT': parameters['outcsv'], diff --git a/sz_module/scripts/lsdanalysis.py b/sz_module/scripts/lsdanalysis.py index bd418ad..180174a 100755 --- a/sz_module/scripts/lsdanalysis.py +++ b/sz_module/scripts/lsdanalysis.py @@ -76,6 +76,7 @@ #import chart_studio import plotly.offline import plotly.graph_objs as go +from .utils import SZ_utils class statistic(QgsProcessingAlgorithm): # INPUT = 'INPUT' @@ -134,6 +135,7 @@ def process(self, parameters, context, model_feedback): if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FOLDER)) + SZ_utils.make_directory({'path':parameters['folder']}) #cio #output, outputFormat = GdalUtils.ogrConnectionStringAndFormat(outFile, context) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 2ed896d..f83ff27 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -169,6 +169,7 @@ def process(self, parameters, context, model_feedback): #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) + SZ_utils.make_directory({'path':parameters['fold']}) alg_params = { diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 2dc2128..84e1b83 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -154,8 +154,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) + SZ_utils.make_directory({'path':parameters['folder']}) if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': parameters['time']=None diff --git a/sz_module/scripts/sz_train_cv_ML.py b/sz_module/scripts/sz_train_cv_ML.py index c1898f5..256c56a 100644 --- a/sz_module/scripts/sz_train_cv_ML.py +++ b/sz_module/scripts/sz_train_cv_ML.py @@ -121,8 +121,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) + SZ_utils.make_directory({'path':parameters['folder']}) + if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': parameters['time']=None diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index e450d56..04b3e3c 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -143,8 +143,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) + SZ_utils.make_directory({'path':parameters['folder']}) + parameters['testN']=1 diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py index 943adee..b5b17f0 100644 --- a/sz_module/scripts/sz_trans_ML.py +++ b/sz_module/scripts/sz_trans_ML.py @@ -131,8 +131,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - if not os.path.exists(parameters['folder']): - os.mkdir(parameters['folder']) + SZ_utils.make_directory({'path':parameters['folder']}) + # if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': # parameters['time']=None diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 58a2d9c..97ef30e 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -99,26 +99,26 @@ def load_cv(directory,parameters): gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) if 'time' in parameters: if parameters['time']==None: - #df=gdp[parameters['field1']] df=pd.DataFrame(gdp[parameters['field1']].copy()) else: df=pd.DataFrame(gdp[parameters['field1']+[parameters['time']]].copy()) - #df=gdp[parameters['field1']+[parameters['time']]] else: df=pd.DataFrame(gdp[parameters['field1']].copy()) - #df = df.applymap(lambda x: pd.to_numeric(x, errors='coerce')) - lsd=gdp[parameters['lsd']] try: - if parameters['family']=='binomial': + lsd=gdp[parameters['lsd']] + try: + if parameters['family']=='binomial': + lsd[lsd>0]=1 + elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': + lsd[lsd>0]=np.log(lsd[lsd>0]) + except: lsd[lsd>0]=1 - elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': - lsd[lsd>0]=np.log(lsd[lsd>0]) + df['y']=lsd#.astype(int) except: - lsd[lsd>0]=1 - df['y']=lsd#.astype(int) + print('no lsd required') df['ID']=gdp['ID'] df['geom']=gdp['geom'] - df=df.dropna(how='any',axis=0) + #df=df.dropna(how='any',axis=0) return(df,crs) @@ -314,5 +314,9 @@ def check_validity(parameters): else: return False return True + + def make_directory(parameters): + if not os.path.exists(parameters['path']): + os.mkdir(parameters['path']) From 4b55118d98e6e22c70302a9a492f27225b24d151 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 25 Jul 2024 17:48:17 +0200 Subject: [PATCH 28/91] update segmentation --- sz_module/scripts/segmentation_aspect.py | 35 ++++-------------------- sz_module/sz_module_provider.py | 14 +++++++++- 2 files changed, 18 insertions(+), 31 deletions(-) diff --git a/sz_module/scripts/segmentation_aspect.py b/sz_module/scripts/segmentation_aspect.py index 17e631c..553e22c 100644 --- a/sz_module/scripts/segmentation_aspect.py +++ b/sz_module/scripts/segmentation_aspect.py @@ -94,34 +94,9 @@ import processing import libpysal as lp -class segmentationAspect(QgsProcessingAlgorithm): - INPUT = 'INPUT' - INPUT1 = 'input1' - STRING = 'field1' - OUTPUT = 'OUTPUT' - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def createInstance(self): - return segmentationAspect() - - def name(self): - return 'Segmentation aspect' - - def displayName(self): - return self.tr('09 Segmentation aspect') - - def group(self): - return self.tr('01 Data preparation') - - def groupId(self): - return '01 Data preparation' - - def shortHelpString(self): - return self.tr("Segmentation aspect metric proposed for SU by Alvioli et al (2016). For more details, please refer to the paper.") - - def initAlgorithm(self, config=None): +class segmentationAspectAlgorithm(): + + def init(self, config=None): self.addParameter(QgsProcessingParameterMultipleLayers(self.INPUT, self.tr('Slope Units'), layerType=QgsProcessing.TypeVectorPolygon, defaultValue=None)) #self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Slope Units'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None,allowMultiple=True)) #self.addParameter(QgsProcessingParameterField(self.STRING, 'area', parentLayerParameterName=self.INPUT, defaultValue=None)) @@ -129,12 +104,12 @@ def initAlgorithm(self, config=None): #self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT, 'Folder destination', defaultValue=None, createByDefault = True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output csv', '*.csv', defaultValue=None)) - def processAlgorithm(self, parameters, context, model_feedback): + def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() #parameters['classes']=5 # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the # overall progress through the model - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) + feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} outputs = {} diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 677322c..cb051fd 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -60,7 +60,7 @@ from .scripts.sz_trans_GAM import CoreAlgorithmGAM_trans from .scripts.sz_trans_ML import CoreAlgorithmML_trans from .scripts.algorithms import Algorithms -from sz_module.scripts.segmentation_aspect import segmentationAspect +from sz_module.scripts.segmentation_aspect import segmentationAspectAlgorithm from sklearn.linear_model import LogisticRegression from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier @@ -267,6 +267,17 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) + dict_of_scripts={ + 'alg': 'SegAsp', + 'function': segmentationAspectAlgorithm, + 'name':'Segmentation aspect', + 'displayName':'09 Segmentation aspect', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"Segmentation aspect metric proposed for SU by Alvioli et al (2016). For more details, please refer to the paper.", + } + self.addAlgorithm(Instance(dict_of_scripts)) + # add additional algorithms here # self.addAlgorithm(MyOtherAlgorithm()) @@ -348,6 +359,7 @@ def __init__(self, dict_of_scripts): 'GAM_cv':True, 'GAM_trans':True, 'ML_trans':True, + 'SegAsp':True, } self.algorithms={ From 3010842de140f0d5d93fedf4b5834f0a2718f27f Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 31 Jul 2024 14:33:39 +0200 Subject: [PATCH 29/91] update conf matrix --- sz_module/scripts/sz_train_cv_GAM.py | 4 ++-- sz_module/scripts/sz_trans_GAM.py | 4 ++-- sz_module/scripts/tptn.py | 10 +++++++--- 3 files changed, 11 insertions(+), 7 deletions(-) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 84e1b83..fc2b962 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -63,8 +63,8 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) - self.addParameter(QgsProcessingParameterField(self.STRING8, 'Variables interaction A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterField(self.STRING9, 'Variables interaction B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING8, 'Interacting variable A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING9, 'Interacting variable B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 04b3e3c..ad651e2 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -65,8 +65,8 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING3, 'Linear independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Ordinal independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Spline smoothing parameter'), type=QgsProcessingParameterNumber.Integer,defaultValue=10)) - self.addParameter(QgsProcessingParameterField(self.STRING8, 'Variables interaction A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterField(self.STRING9, 'Variables interaction B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING8, 'Interacting variable A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING9, 'Interacting variable B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) diff --git a/sz_module/scripts/tptn.py b/sz_module/scripts/tptn.py index 8d3ad2b..5e9ccd0 100644 --- a/sz_module/scripts/tptn.py +++ b/sz_module/scripts/tptn.py @@ -207,7 +207,7 @@ def process(self, parameters, context, feedback): #'INPUT_INT_1': parameters['minSlopeAcceptable'], } - outputs['df'],outputs['crs']=Functions.load(alg_params) + outputs['df'],outputs['nomi'],outputs['crs']=Functions.load(alg_params) feedback.setCurrentStep(1) @@ -299,9 +299,13 @@ def load(parameters): xx=df_sort[parameters['field1']].to_numpy() x=df[parameters['field1']].to_numpy() y=df['y'].to_numpy() - if parameters['testN']==None: + print(parameters['testN']) + if parameters['testN']==0: fpr1, tpr1, tresh1 = roc_curve(y,x) - cutoff = np.argmax(tpr1 - fpr1) # x YOUDEN INDEX + cutoff = np.max(tpr1 - fpr1) # x YOUDEN INDEX + print(tpr1 - fpr1) + print(y,x) + print(cutoff,'cutoff') else: cutoff=np.percentile(xx, parameters['testN']) print('cutoff: ',cutoff) From 5d6d14dbf078bf25d4b9316f4f2408f407362007 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 31 Jul 2024 14:38:28 +0200 Subject: [PATCH 30/91] cleanup --- sz_module/scripts/tptn.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/sz_module/scripts/tptn.py b/sz_module/scripts/tptn.py index 5e9ccd0..92b74d3 100644 --- a/sz_module/scripts/tptn.py +++ b/sz_module/scripts/tptn.py @@ -299,13 +299,9 @@ def load(parameters): xx=df_sort[parameters['field1']].to_numpy() x=df[parameters['field1']].to_numpy() y=df['y'].to_numpy() - print(parameters['testN']) if parameters['testN']==0: fpr1, tpr1, tresh1 = roc_curve(y,x) cutoff = np.max(tpr1 - fpr1) # x YOUDEN INDEX - print(tpr1 - fpr1) - print(y,x) - print(cutoff,'cutoff') else: cutoff=np.percentile(xx, parameters['testN']) print('cutoff: ',cutoff) From e9d841c7eb655e6a38c1b4054403d75c9a079089 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 2 Aug 2024 18:48:45 +0200 Subject: [PATCH 31/91] update plots --- sz_module/scripts/algorithms.py | 62 +++++++++++++++++++++++--------- sz_module/scripts/selfroc.py | 2 +- sz_module/scripts/utils.py | 4 +-- test_data/input_variables.dbf | Bin 145090 -> 153442 bytes 4 files changed, 49 insertions(+), 19 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 319eb76..97ef088 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -259,6 +259,8 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): elif isinstance(gam.terms[i], terms.FactorTerm): #pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) continue + elif isinstance(gam.terms[i], terms.TensorTerm): + continue elif isinstance(gam.terms[i], terms.LinearTerm) or isinstance(gam.terms[i], terms.SplineTerm): pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) maX=maX+[np.max(confi0[:,1])] @@ -281,6 +283,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): else: rows=int(np.ceil(count/3.)) + ########################################################################not scaled fig = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): @@ -300,18 +303,29 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - x=np.sort(df[GAM_sel[i]].unique()) + x=df[GAM_sel[i]].unique() y=[] y1=[] y2=[] + + for j in range(len(df[GAM_sel[i]].unique())): + pdep_unq=np.unique(pdep) + confi025_unq=np.unique(confi[:,0]) + confi095_unq=np.unique(confi[:,1]) + y.append(pdep_unq[j]) + y1.append(confi025_unq[j]) + y2.append(confi095_unq[j]) + #y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) + #y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + #y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + + paired_xy = list(zip(x, y, y1, y2)) + paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) + x, y, y1, y2= zip(*paired_vectors_sorted) - for j in np.sort(df[GAM_sel[i]].unique()): - y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) - y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - ax.plot(x,y,'o', c='blue') ax.plot(x,y1,'o', c='gray') ax.plot(x,y2,'o', c='gray') + ax.plot(x,y,'o', c='blue') ax.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) ax.set_xlabel(GAM_sel[i]) ax.set_ylabel('Partial Effect') @@ -360,6 +374,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax3d.set_ylabel(GAM_sel[i+1]) ax3d.set_zlabel('Partial Effect') #ax.set_ylim(MIN,MAX) + ax3d.view_init(elev=30, azim=60) fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') continue @@ -378,32 +393,44 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') - ######################################################################## + ########################################################################scaled fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): if term.isintercept: continue - ax1=fig1.add_subplot(rows, 3, i+1) + #ax1=fig1.add_subplot(rows, 3, i+1) if isinstance(gam.terms[i], terms.FactorTerm): + ax1=fig1.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) ## - x=np.sort(df[GAM_sel[i]].unique()) + x=df[GAM_sel[i]].unique()#np.sort(df[GAM_sel[i]].unique()) y=[] y1=[] y2=[] - for j in np.sort(df[GAM_sel[i]].unique()): - y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) - y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - ax1.plot(x,y,'o', c='blue') + for j in range(len(df[GAM_sel[i]].unique())): + pdep_unq=np.unique(pdep) + confi025_unq=np.unique(confi[:,0]) + confi095_unq=np.unique(confi[:,1]) + y.append(pdep_unq[j]) + y1.append(confi025_unq[j]) + y2.append(confi095_unq[j]) + #y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) + #y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + #y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) + + paired_xy = list(zip(x, y, y1, y2)) + paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) + x, y, y1, y2= zip(*paired_vectors_sorted) + ax1.plot(x,y1,'o', c='gray') ax1.plot(x,y2,'o', c='gray') + ax1.plot(x,y,'o', c='blue') ax1.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') @@ -411,6 +438,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.LinearTerm): + ax1=fig1.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) @@ -423,7 +451,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): - fig2=plt.figure(figsize=(15,15)) + fig3=plt.figure(figsize=(15,15)) #ax=fig.add_subplot(rows, 3, i+1) XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) @@ -434,10 +462,12 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax3d.set_xlabel(GAM_sel[i]) ax3d.set_ylabel(GAM_sel[i+1]) ax3d.set_zlabel('Partial Effect') - fig2.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') + ax3d.view_init(elev=30, azim=60) + fig3.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') continue elif isinstance(gam.terms[i], terms.SplineTerm): + ax1=fig1.add_subplot(rows, 3, i+1) ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index f83ff27..ad7a999 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -275,7 +275,7 @@ def roc(parameters): fig=plt.figure() lw = 2 - plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f' %(r, f1_tot,ck_tot)) + plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'AUC = %0.2f, F1 = %0.2f, K = %0.2f' %(r, f1_tot,ck_tot)) plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 97ef30e..193c026 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -140,7 +140,7 @@ def stampfit(parameters): fig=plt.figure() lw = 2 - plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f)' %(r, f1_tot,ck_tot)) + plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f, F1 = %0.2f, K = %0.2f)' %(r, f1_tot,ck_tot)) plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) @@ -175,7 +175,7 @@ def stamp_cv(parameters): f1_tot = f1_score(y_v, suscept01) ck_tot = cohen_kappa_score(y_v, suscept01) - plt.plot(fprv, tprv,lw=lw, alpha=0.5, label='ROC fold '+str(i+1)+' AUC = %0.2f, f1 = %0.2f, ckappa = %0.2f' %(aucv, f1_tot,ck_tot)) + plt.plot(fprv, tprv,lw=lw, alpha=0.5, label='ROC fold '+str(i+1)+' AUC = %0.2f, F1 = %0.2f, K = %0.2f' %(aucv, f1_tot,ck_tot)) plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) plt.xlabel('False Positive Rate') diff --git a/test_data/input_variables.dbf b/test_data/input_variables.dbf index fdda862bbc6b3fd2ac7bc949a4de64c37df243a9..6d1a240414c768018315303554cd10ba59b9c380 100644 GIT binary patch delta 9555 zcmYk?ZB!LiABORch=^#0h=wmADIp@t43ZHV8k!Lr5fKp)8WEA184?~;Y2$$ zLL)*$MMOm+A~iKKA|fMviHMBQ(1?)8jORQx`@XlIe(T!**|TRj>ns+_LtR6E+-2`z z^XyQ|Je#YoT4p&=?%-z`9Jg$>ZcMQ>44L%*f4XtevPZID5ExWh`nL8FMYFg9}(CsTm35P@TtvhsjkF zP+cd2^fFgDHRC*)KLrDe+`(S5=myj<4{(6o zITbb96SSWOR+8~vs7}+tgXBtY)QK~|N`^dOCsE%{NT5`oLsN(~{Ix=M*s{4GfiA=v0 zb!L$K=$sD1M<;s$*8LZP9c12Zs6mUsZnE%p)Fr{-Wpeu+sF5L{?P9QEu{_w)B{*jWV^*R%JPB5j39C?@p8^k) ztCCP%SIcMrVzv3~nvt4}bEHUZt z8fw^cCN*O~Qa5(4!$9=&pnW=KE6Mm5$=gsTZwDL6 zbswO5m&)6oES0x?c?WJgdnYE(lEyC7`DNfmvS2rANIBR~mh3@|sE{WZv={d+-;4Fw 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z4(dWU9&!^PJ`u`-GYPcGps0`+^eK>-3KhYf2I=V#nE?gCmk=N2-Jn}QOG?8@yDSoIC;>X0Od)@3;I)#cp55#yA#sSK;&5{2u1rfZMHz4;W#NUFl;Jgi536ysr zFX-<=;ytJc?)#Ab03shkK`=f7wG36k`xr8xK=e~63g%~!+yynk{~WSkK&%2K!TJ(X zUqM|6zlPj55dRj+g7Y0{--A+xyrBO8i65aNxIaPqXNdd)1;O|g)Zd^gcs0oU4$(iL zD42gj@-L_f{@;-O2V(z1NwDgW`VZTQK$=H56Ja|crPdm zPH)iqfYKN8g5D1je4$z@g4-X`10XUG3W6~R)WJ{{ydjVo3eh+e1#=iAheJ*9M?iKY z#703$utq~_4Ag}%0lBdd9|vW@84ub7P$oiN&?iA+GE@Xth4d7NOof7AOapZ~R0VGa zWM)Ei78C_D3CY<|6Z|=loeQyfP!g>9kXitBAzTQ#6vP)nS#TDEwgi-=kQel2kXQ~C q!Ce7q4I(R{AQ-DaT@6*iTLYQ35M2jF!CVi?G}HutL*urFKK}z~_&!nq From 4e2a4194e4eb93b45645b7256122aa9982df4f4e Mon Sep 17 00:00:00 2001 From: giacomo titti Date: Thu, 8 Aug 2024 11:33:29 +0200 Subject: [PATCH 32/91] update installation on linux --- sz_module/.env | 2 +- sz_module/installer/installer.py | 34 +++++++++++++++++++------------- sz_module/installer/utils.py | 23 +++++++++++++++++++++ 3 files changed, 44 insertions(+), 15 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index e35e7dc..924cb2f 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=True +DEBUG=False PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index 887aab2..7161a60 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -19,6 +19,7 @@ install_pip, pip_install_reqs, get_package_version, + add_QGIS_env, ) @@ -38,18 +39,18 @@ def __init__(self,version): self.qgis_python_interpreter = locate_py() self.venv_path = os.path.join(self.prefix_path,self.plugin_venv) - self.site_packages_path = os.path.join(self.prefix_path,self.plugin_venv,"Lib", "site-packages") - self.bin_path = os.path.join(self.prefix_path,self.plugin_venv,"Scripts") - if self.site_packages_path not in sys.path: - log(f"Adding {self.site_packages_path} to PYTHONPATH") - sys.path.insert(0, self.site_packages_path) - os.environ["PYTHONPATH"] = ( - self.site_packages_path + ";" + os.environ.get("PYTHONPATH", "") - ) + # self.site_packages_path = os.path.join(self.prefix_path,self.plugin_venv,"Lib", "site-packages") + # self.bin_path = os.path.join(self.prefix_path,self.plugin_venv,"Scripts") + # if self.site_packages_path not in sys.path: + # log(f"Adding {self.site_packages_path} to PYTHONPATH") + # sys.path.insert(0, self.site_packages_path) + # os.environ["PYTHONPATH"] = ( + # self.site_packages_path + ";" + os.environ.get("PYTHONPATH", "") + # ) - if self.bin_path not in os.environ["PATH"]: - log(f"Adding {self.bin_path} to PATH") - os.environ["PATH"] = self.bin_path + ";" + os.environ["PATH"] + # if self.bin_path not in os.environ["PATH"]: + # log(f"Adding {self.bin_path} to PATH") + # os.environ["PATH"] = self.bin_path + ";" + os.environ["PATH"] def preliminay_req(self): try: @@ -57,6 +58,11 @@ def preliminay_req(self): except Exception as e: log(f"An error occurred: {e}") return False + try: + self.site_packages_path, self.bin_path=add_QGIS_env(self.prefix_path,self.plugin_venv) + except Exception as e: + log(f"An error occurred: {e}") + return False try: try: #windows @@ -110,17 +116,17 @@ def install(self,list_libraries): command=pip_install_reqs(self.prefix_path,self.plugin_venv,reqs_to_install,os.path.join(self.venv_path,"Scripts","pythonw.exe")) except: #linux and macos - command=pip_install_reqs(self.prefix_path,self.plugin_venv,reqs_to_install,os.path.join(self.venv_path,"bin","pip")) + command=pip_install_reqs(self.prefix_path,self.plugin_venv,reqs_to_install,os.path.join(self.venv_path,"bin","python")) QMessageBox.information(None, "Packages successfully installed", #"To make all parts of the plugin work it is recommended to restart your QGIS-session.") - f"You can find the {os.getenv('PLUGIN_NAME')}-plugin in the Processing-toolbox") + f"To make all parts of the plugin work it is recommended to restart your QGIS-session. You can find the {os.getenv('PLUGIN_NAME')}-plugin in the Processing-toolbox") except Exception as e: QgsMessageLog.logMessage(traceback.format_exc(), level=Qgis.Warning) QMessageBox.information(None, "An error occurred", f"{os.getenv('PLUGIN_NAME')} couldn't install Python packages!\n" "See 'General' tab in 'Log Messages' panel for details.\n" "Report any errors to https://github.com/SZtools/SZ/issues") - log("An error occurred:", e) + log(f"An error occurred:{e}") return False else: QMessageBox.information(None,"Information", f"Packages not installed. Some {os.getenv('PLUGIN_NAME')} tools will not be fully operational.") diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index f3fde60..738d6ac 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -21,6 +21,7 @@ import platform from pathlib import Path from packaging import version +import glob if platform.system() == "Windows": from subprocess import ( @@ -142,6 +143,28 @@ def add_venv(prefix_path,venv_path,plugin_venv,interpreter="python"): f"creating a dedicated virtual-environment", ) +def add_QGIS_env(prefix_path,plugin_venv): + if platform.system() == 'Windows': + site_packages_path = os.path.join(prefix_path,plugin_venv,"Lib", "site-packages") + bin_path = os.path.join(prefix_path,plugin_venv,"Scripts") + else: + search_pattern = os.path.join(prefix_path,plugin_venv, "lib", "python*", "site-packages") + site_packages_path = glob.glob(search_pattern)[0] + bin_path = os.path.join(prefix_path,plugin_venv,"bin") + + if site_packages_path not in sys.path: + log(f"Adding {site_packages_path} to PYTHONPATH") + sys.path.insert(0, site_packages_path) + os.environ["PYTHONPATH"] = ( + site_packages_path + ";" + os.environ.get("PYTHONPATH", "") + ) + + if bin_path not in os.environ["PATH"]: + log(f"Adding {bin_path} to PATH") + os.environ["PATH"] = bin_path + ";" + os.environ["PATH"] + + return (site_packages_path, bin_path) + def install_pip(reqs_to_install,interpreter="python"): """ Installs given reqs with pip From b2822c112d3d1b869993d9037d3f16d1b99ddffc Mon Sep 17 00:00:00 2001 From: giacomo titti Date: Thu, 15 Aug 2024 07:22:37 +0200 Subject: [PATCH 33/91] update installation linux python3.10 qgis 3.38 --- sz_module/installer/installer.py | 22 +++++----- sz_module/installer/utils.py | 10 +++++ sz_module/requirements.txt | 6 +-- sz_module/scripts/algorithms.py | 2 +- sz_module/scripts/segmentation_aspect.py | 4 +- sz_module/scripts/selfroc.py | 2 +- sz_module/sz_module.py | 7 +++ sz_module/sz_module_provider.py | 53 +++++++++++------------ test_data/out.gpkg | Bin 3166208 -> 3166208 bytes 9 files changed, 61 insertions(+), 45 deletions(-) diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index 7161a60..a50ae64 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -39,6 +39,8 @@ def __init__(self,version): self.qgis_python_interpreter = locate_py() self.venv_path = os.path.join(self.prefix_path,self.plugin_venv) + self.site_packages_path='' + self.bin_path='' # self.site_packages_path = os.path.join(self.prefix_path,self.plugin_venv,"Lib", "site-packages") # self.bin_path = os.path.join(self.prefix_path,self.plugin_venv,"Scripts") # if self.site_packages_path not in sys.path: @@ -90,16 +92,16 @@ def requirements(self): except: library=parts[0][:-1] version=None - installed_version=get_package_version(self.qgis_python_interpreter,library) - if installed_version is None: - list_libraries[library]=version - else: - if str(installed_version)==str(version) or version==None: - iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed!',Qgis.Success) - log(f'{library} is already installed!') - else: - log(f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!') - iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!',Qgis.Warning) + #installed_version=get_package_version(self.qgis_python_interpreter,library) + #if installed_version is None: + list_libraries[library]=version + #else: + # if str(installed_version)==str(version) or version==None: + # iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed!',Qgis.Success) + # log(f'{library} is already installed!') + # else: + # log(f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!') + # iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!',Qgis.Warning) return self.install(list_libraries) def install(self,list_libraries): diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index 738d6ac..7d23e8f 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -152,12 +152,22 @@ def add_QGIS_env(prefix_path,plugin_venv): site_packages_path = glob.glob(search_pattern)[0] bin_path = os.path.join(prefix_path,plugin_venv,"bin") + search_pattern = os.path.join(prefix_path,plugin_venv, "lib64", "python*", "site-packages") + site_packages_path1 = glob.glob(search_pattern)[0] + bin_path = os.path.join(prefix_path,plugin_venv,"bin") + if site_packages_path not in sys.path: log(f"Adding {site_packages_path} to PYTHONPATH") sys.path.insert(0, site_packages_path) os.environ["PYTHONPATH"] = ( site_packages_path + ";" + os.environ.get("PYTHONPATH", "") ) + + log(f"Adding {site_packages_path1} to PYTHONPATH") + sys.path.insert(0, site_packages_path1) + os.environ["PYTHONPATH"] = ( + site_packages_path1 + ";" + os.environ.get("PYTHONPATH", "") + ) if bin_path not in os.environ["PATH"]: log(f"Adding {bin_path} to PATH") diff --git a/sz_module/requirements.txt b/sz_module/requirements.txt index 57c5d42..107f473 100644 --- a/sz_module/requirements.txt +++ b/sz_module/requirements.txt @@ -1,4 +1,4 @@ -scikit-learn +scikit-learn==1.5.1 pygam -seaborn -libpysal +pandas==1.5 +shapely diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 97ef088..fc6de61 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -22,7 +22,7 @@ from sklearn.tree import export_text -from mpl_toolkits import mplot3d +#from mpl_toolkits import mplot3d class Algorithms(): diff --git a/sz_module/scripts/segmentation_aspect.py b/sz_module/scripts/segmentation_aspect.py index 553e22c..f8b3af6 100644 --- a/sz_module/scripts/segmentation_aspect.py +++ b/sz_module/scripts/segmentation_aspect.py @@ -87,12 +87,12 @@ #import chart_studio import plotly.offline import plotly.graph_objs as go -import geopandas as gpd +#import geopandas as gpd import pandas as pd import tempfile import os import processing -import libpysal as lp +#import libpysal as lp class segmentationAspectAlgorithm(): diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index ad7a999..3ead4fc 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -59,7 +59,7 @@ QgsProcessingParameterFolderDestination, QgsProcessingParameterField, QgsProcessingParameterVectorDestination) -from sklearn.metrics import roc_curve, auc, f1_score, cohen_kappa_score, roc_auc_score +from sklearn.metrics import roc_curve, f1_score, cohen_kappa_score, roc_auc_score from copy import copy import math import operator diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index 6fa8bbc..9d6ea04 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -60,6 +60,13 @@ def __init__(self): self.plugin_settings = QSettings("SZ", str(self.version)) def initProcessing(self): + #import matplotlib + import numpy + #import pandas + #print(matplotlib.__file__,numpy.__file__,pandas.__file__,) + print(numpy.__file__) + + from .sz_module_provider import classeProvider """Init Processing provider for QGIS >= 3.8.""" self.provider = classeProvider() diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index cb051fd..1cb1d60 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -42,8 +42,7 @@ from sz_module.images.cqp_resources_rc import qInitResources qInitResources() # necessary to be able to access your images -from .scripts.roc import rocAlgorithm -from .scripts.selfroc import rocGenerator +#from .scripts.selfroc import rocGenerator from .scripts.lsdanalysis import statistic from .scripts.cleaning import cleankernelAlgorithm from .scripts.graphs_lsdstats_kernel import statistickernel @@ -54,7 +53,7 @@ from .scripts.tptn import FPAlgorithm from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm -from .scripts.corrplot import CorrAlgorithm +#from .scripts.corrplot import CorrAlgorithm from .scripts.sz_train_cv_ML import CoreAlgorithm_cv from .scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv from .scripts.sz_trans_GAM import CoreAlgorithmGAM_trans @@ -165,19 +164,17 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - - #self.addAlgorithm(rocAlgorithm()) - - dict_of_scripts={ - 'alg': 'rocGenerator', - 'function': rocGenerator, - 'name':'ROC', - 'displayName':'04 ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', - 'shortHelpString':"ROC curve creator", - } - self.addAlgorithm(Instance(dict_of_scripts)) + + # dict_of_scripts={ + # 'alg': 'rocGenerator', + # 'function': rocGenerator, + # 'name':'ROC', + # 'displayName':'04 ROC', + # 'group':'04 Classify SI', + # 'groupId':'04 Classify SI', + # 'shortHelpString':"ROC curve creator", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'cleankernel', @@ -223,16 +220,16 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) - dict_of_scripts={ - 'alg': 'Corr', - 'function': CorrAlgorithm, - 'name':'Correlation plot', - 'displayName':'08 Correlation plot', - 'group':'01 Data preparation', - 'groupId':'01 Data preparation', - 'shortHelpString':"This function calculate the correlation plot between continuous variables", - } - self.addAlgorithm(Instance(dict_of_scripts)) + # dict_of_scripts={ + # 'alg': 'Corr', + # 'function': CorrAlgorithm, + # 'name':'Correlation plot', + # 'displayName':'08 Correlation plot', + # 'group':'01 Data preparation', + # 'groupId':'01 Data preparation', + # 'shortHelpString':"This function calculate the correlation plot between continuous variables", + # } + # self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'classv', @@ -346,12 +343,12 @@ def __init__(self, dict_of_scripts): 'classcovtxt':True, 'classcovdeciles':True, 'statistic':True, - 'rocGenerator':True, + #'rocGenerator':True, 'cleankernel':True, 'statistickernel':True, 'sampler':True, 'rasterstatkernel':True, - 'Corr':True, + #'Corr':True, 'classv':True, 'classvW':True, 'FP':True, diff --git a/test_data/out.gpkg b/test_data/out.gpkg index 9bb478442db94b69338a7958bb457ab1753b7032..3e4b59b2f1991ee7f45b005696a8ffc9fe68aad6 100644 GIT binary patch delta 169 zcmWN=IeGyB0D#d92C*+O_So0Na0i`6=>q>jM)CLb3YTzz+)Up0z2x~9B>!*yAi58Z zVe}DSPFEz5l%ypip=2c|dHIxr6s06(sYq37QkRA_ Date: Tue, 20 Aug 2024 07:59:52 +0200 Subject: [PATCH 34/91] update provider --- sz_module/sz_module_provider.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index cb051fd..f5f2590 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -66,6 +66,7 @@ from sklearn.ensemble import RandomForestClassifier from sklearn.svm import SVC from pygam import LogisticGAM,LinearGAM +from .utils import log class classeProvider(QgsProcessingProvider): @@ -410,10 +411,13 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - if self.active[self.dict_of_scripts['alg']]: - try: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - except: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + try: + if self.active[self.dict_of_scripts['alg']]: + if self.dict_of_scripts['alg'] in self.algorithms: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + else: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + except Exception as e: + log(f"An error occurred: {e}") return result From b3311b2835d4e2d42becdd4b9bb8e6fa04c5b793 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 23 Aug 2024 11:16:07 +0200 Subject: [PATCH 35/91] update cv methods --- sz_module/requirements.txt | 1 + sz_module/scripts/algorithms.py | 42 ++++-- sz_module/scripts/selfroc.py | 2 - sz_module/scripts/sz_train_cv_GAM.py | 16 ++- sz_module/scripts/utils.py | 200 ++++++++++++++++++++++++--- sz_module/sz_module_provider.py | 17 ++- 6 files changed, 228 insertions(+), 50 deletions(-) diff --git a/sz_module/requirements.txt b/sz_module/requirements.txt index 107f473..c2d82f0 100644 --- a/sz_module/requirements.txt +++ b/sz_module/requirements.txt @@ -2,3 +2,4 @@ scikit-learn==1.5.1 pygam pandas==1.5 shapely +fiona diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index fc6de61..d16c810 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -99,9 +99,10 @@ def cross_validation(parameters,algorithm,classifier): df["SI"] = np.nan df["CI"] = np.nan coeff=None - if parameters['testN']>1: + if parameters['cv_method']=='temporal_TSS' or parameters['cv_method']=='temporal_LOO' or parameters['cv_method']=='spacetime_LOO': train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) for i in range(iters_count): + print('cv: ',i) if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] @@ -109,18 +110,29 @@ def cross_validation(parameters,algorithm,classifier): prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) gam=None df.loc[test_ind[i],'SI']=prob[i] - elif parameters['testN']==1: - train=np.arange(len(y)) - test=np.arange(len(y)) - if algorithm==Algorithms.alg_GAMrun: - prob[0],CI[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) - #df.loc[test,'CI']=CI[0] - else: - prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) - #predictors_weights=None - df.loc[test,'SI']=prob[0] - - test_ind[0]=test + else: + if parameters['testN']>1: + train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) + for i in range(iters_count): + if algorithm==Algorithms.alg_GAMrun: + prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) + #df.loc[test,'CI']=CI[i] + else: + prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) + gam=None + df.loc[test_ind[i],'SI']=prob[i] + elif parameters['testN']==1: + train=np.arange(len(y)) + test=np.arange(len(y)) + if algorithm==Algorithms.alg_GAMrun: + prob[0],CI[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) + #df.loc[test,'CI']=CI[0] + else: + prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) + #predictors_weights=None + df.loc[test,'SI']=prob[0] + + test_ind[0]=test return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): @@ -142,8 +154,8 @@ def cv_method(parameters,df_scaled,df,nomi): time_index=sorted(df[parameters['time']].unique()) method=TimeSeriesSplit(n_splits=len(time_index)-1) for i, (train, test) in enumerate(method.split(time_index)): - X_train[i]=np.where(df[parameters['time']] != time_index[test[0]])[0] - X_test[i]=np.where(df[parameters['time']] == time_index[test[0]])[0] + X_train[i]=np.where(df[parameters['time']].isin([time_index[ii] for ii in train]))[0] + X_test[i]=np.where(df[parameters['time']].isin([time_index[ii] for ii in test]))[0] elif parameters['cv_method']=='temporal_LOO': time_index=sorted(df[parameters['time']].unique()) method = LeaveOneOut() diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 3ead4fc..8956fe4 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -184,8 +184,6 @@ def process(self, parameters, context, model_feedback): } outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) - print(outputs['gdp'].head()) - #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index fc2b962..8e1f22e 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -66,10 +66,10 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING8, 'Interacting variable A', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING9, 'Interacting variable B', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any,optional=True)) self.addParameter(QgsProcessingParameterField(self.STRING1, 'Categorical independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any,optional=True)) - self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue=[],optional=True)) - self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING4, 'Family', options=['binomial','gaussian'], allowMultiple=False, usesStaticStrings=False, defaultValue='')) + self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for Gaussian Family only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue='linear scale',optional=True)) + self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue='')) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue='')) self.addParameter(QgsProcessingParameterField(self.STRING6, 'Time field (for temporal CV)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) @@ -176,6 +176,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None return '' else: tensor=[] + + feedback.setCurrentStep(0) + if feedback.isCanceled(): + return {} alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], @@ -274,11 +278,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None context.temporaryLayerStore().addMapLayer(sub_vlayer) context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) - feedback.setCurrentStep(5) + feedback.setCurrentStep(6) if feedback.isCanceled(): return {} - + del outputs return results diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 193c026..04e788a 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -11,6 +11,9 @@ import csv from copy import copy +from shapely import wkb +from shapely.geometry import shape + #from pygam import LogisticGAM, s, f, terms from qgis.core import (QgsVectorLayer, @@ -21,13 +24,20 @@ QgsWkbTypes, QgsFeature, QgsGeometry, - QgsProcessingContext + QgsProcessingContext, + QgsVectorLayerExporter ) import numpy as np import pandas as pd from qgis.PyQt.QtCore import QVariant import os from collections import OrderedDict +import sqlite3 + +from shapely.geometry import shape +from shapely.wkt import dumps +import fiona + class SZ_utils(): @@ -75,28 +85,156 @@ class SZ_utils(): # per=int(np.ceil(df.shape[0]*parameters['testN']/100)) # train, test = train_test_split(df, test_size=per, random_state=42, shuffle=True) # return train, test, nomi,crs,df + + def generate_ghost_input(input,output,nomi): + input_shapefile_path = input + + # Load the shapefile + layer = QgsVectorLayer(input_shapefile_path, 'Input Layer', 'ogr') + if not layer.isValid(): + print("Layer failed to load!") + else: + print("Layer loaded successfully!") + + crs=layer.crs() + + + + + # Add a new field "id" to the layer + #layer.dataProvider().addAttributes([QgsField("ID", QVariant.Int)]) + #layer.updateFields() + + # Start an edit session to modify the layer + #layer.startEditing() + + # Assign unique IDs to each feature + #for i, feature in enumerate(layer.getFeatures()): + # feature["ID"] = i + 1 # Assigning IDs starting from 1 + # layer.updateFeature(feature) + + # Commit the changes + #layer.commitChanges() + + # Specify the path for the new shapefile + + transform_context = QgsProject.instance().transformContext() + save_options = QgsVectorFileWriter.SaveVectorOptions() + save_options.driverName = 'GPKG' + save_options.fileEncoding = 'UTF-8' + + writer = QgsVectorFileWriter.writeAsVectorFormat( + layer, + output, + #fields, + #layer.fields(), + #layer.wkbType(), + #layer.crs(), + #transform_context, + save_options + ) + + #if writer.hasError() != QgsVectorFileWriter.NoError: + # print("Error when creating shapefile: ", writer.errorMessage()) + print(output) + # del writer + return crs + + def load_geopackage(file_path, table_name='file'): + print('load') + + # Path to your GeoPackage + input_gpkg = file_path + + # Step 1: Open the GeoPackage using Fiona + with fiona.open(input_gpkg) as source: + # Step 2: Extract properties and convert geometries to WKT + records = [] + for feature in source: + properties = feature['properties'] + geom_wkt = dumps(shape(feature['geometry'])) # Convert geometry to WKT + properties['geom'] = geom_wkt # Add the WKT geometry to the properties + records.append(properties) + + # Step 3: Load into a Pandas DataFrame + df = pd.DataFrame(records) + + # Display the first few rows of the DataFrame + + # # Connect to the GeoPackage + # conn = sqlite3.connect(file_path) + + # # Load the table data into a DataFrame + # df = pd.read_sql_query(f"SELECT * FROM {table_name};", conn) + + # # Extract the geometry column name + # geometry_columns = pd.read_sql_query(f"PRAGMA table_info({table_name});", conn) + # geometry_column_name = geometry_columns[geometry_columns['name'].str.contains('geom')]['name'].values[0] + + # # Extract the geometry metadata + # geometry_metadata = pd.read_sql_query(f"SELECT * FROM gpkg_geometry_columns WHERE table_name = '{table_name}';", conn) + + # # Close the connection + # conn.close() + return df + + + + + def get_id_column(file_path, table_name='file'): + + # Connect to the GeoPackage + conn = sqlite3.connect(file_path) + + # Query the table structure + columns_info = pd.read_sql_query(f"PRAGMA table_info({table_name});", conn) + + # Close the connection + conn.close() + + # Find the primary key column (ID column) + id_column = columns_info[columns_info['pk'] > 0]['name'] + + print(id_column.values[0]) + + # If there is an ID column, return its name, otherwise return None + if not id_column.empty: + return id_column.values[0] + else: + return None + def load_cv(directory,parameters): - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - crs=layer.crs() - campi=[] - for field in layer.fields(): - campi.append(field.name()) - campi.append('geom') - gdp=pd.DataFrame(columns=campi,dtype=float) - features = layer.getFeatures() - count=0 - feat=[] - for feature in features: - attr=feature.attributes() - geom = feature.geometry() - feat=attr+[geom.asWkt()] - gdp.loc[len(gdp)] = feat - count=+ 1 - gdp.to_csv(directory+'/file.csv') - del gdp - gdp=pd.read_csv(directory+'/file.csv') - gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) + crs=SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg',parameters['field1']) + #layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], 'Input Layer', 'ogr') + #crs=layer.crs() + print('conn') + #conn = sqlite3.connect(parameters['INPUT_VECTOR_LAYER']) + + primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') + + gdp=SZ_utils.load_geopackage(directory+'/file.gpkg') + + #gdp=SZ_utils.convert_geometry_to_wkt(gdp,'geom') + + + #metadata=(geometry_column_name, geometry_metadata) + #print(gdp.head()) + #print(geometry_column_name, geometry_metadata) + #print(ciao) + + + #conn = sqlite3.connect(directory+'/file.gpkg') + #tables = pd.read_sql_query("SELECT name FROM sqlite_master WHERE type='table';", conn) + #print(tables) + #gdp = pd.read_sql_query("SELECT * FROM file;", conn) + #geometry_metadata = pd.read_sql_query(f"SELECT * FROM gpkg_geometry_columns WHERE table_name = 'file';", conn) + #conn.close() + #print(gdp.head()) + + print('time') + + if 'time' in parameters: if parameters['time']==None: df=pd.DataFrame(gdp[parameters['field1']].copy()) @@ -116,9 +254,11 @@ def load_cv(directory,parameters): df['y']=lsd#.astype(int) except: print('no lsd required') - df['ID']=gdp['ID'] + df['ID']=gdp.index df['geom']=gdp['geom'] #df=df.dropna(how='any',axis=0) + print('input layer loaded') + del gdp return(df,crs) @@ -155,7 +295,9 @@ def stampfit(parameters): fig.savefig(parameters['OUT']+'/fig_fit.png') def stamp_cv(parameters): + print('plotting....') df=parameters['df'] + df=df.dropna(subset=['SI']) test_ind=parameters['test_ind'] y_v=df['y'] scores_v=df['SI'] @@ -224,6 +366,20 @@ def stamp_simple(parameters): except: os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig.pdf') + + def save_geopackage(df, output_path, geometry_metadata, table_name='file'): + + # Connect to the new GeoPackage (it will be created if it doesn't exist) + conn = sqlite3.connect(output_path) + + # Create a new table in the GeoPackage and insert the data + df.to_sql(table_name, conn, if_exists='replace', index=False) + + # Save the geometry metadata to the new GeoPackage + geometry_metadata.to_sql('gpkg_geometry_columns', conn, if_exists='append', index=False) + + # Close the connection + conn.close() def save(parameters): diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 1cb1d60..aa9c887 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -65,6 +65,7 @@ from sklearn.ensemble import RandomForestClassifier from sklearn.svm import SVC from pygam import LogisticGAM,LinearGAM +from .utils import log class classeProvider(QgsProcessingProvider): @@ -407,10 +408,16 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - if self.active[self.dict_of_scripts['alg']]: - try: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - except: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + if self.active[self.dict_of_scripts['alg']]: + if self.dict_of_scripts['alg'] in self.algorithms: + try: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + except Exception as e: + log(f"An error occurred: {e}") + else: + try: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + except Exception as e: + log(f"An error occurred: {e}") return result From 6949caa70e34f7ebf910e7f3c84589053b4406e7 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 23 Aug 2024 13:18:20 +0200 Subject: [PATCH 36/91] update installation linux tested on qgis 3.34 --- sz_module/installer/installer.py | 6 +++++- sz_module/requirements.txt | 4 ++-- sz_module/requirements_linux.txt | 5 +++++ 3 files changed, 12 insertions(+), 3 deletions(-) create mode 100644 sz_module/requirements_linux.txt diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index a50ae64..cdffa3b 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -82,7 +82,11 @@ def preliminay_req(self): def requirements(self): dir=os.path.abspath(os.path.join(os.path.dirname(os.path.abspath(__file__)), os.pardir)) log(f"verify requirements") - with open(os.path.join(dir,"requirements.txt"), "r") as file: + if platform.system() == 'Windows': + req="requirements.txt" + else: + req="requirements_linux.txt" + with open(os.path.join(dir,req), "r") as file: list_libraries={} for line in file: parts=line.split("==") diff --git a/sz_module/requirements.txt b/sz_module/requirements.txt index c2d82f0..0860e97 100644 --- a/sz_module/requirements.txt +++ b/sz_module/requirements.txt @@ -1,5 +1,5 @@ -scikit-learn==1.5.1 +scikit-learn pygam -pandas==1.5 +pandas shapely fiona diff --git a/sz_module/requirements_linux.txt b/sz_module/requirements_linux.txt new file mode 100644 index 0000000..c2d82f0 --- /dev/null +++ b/sz_module/requirements_linux.txt @@ -0,0 +1,5 @@ +scikit-learn==1.5.1 +pygam +pandas==1.5 +shapely +fiona From 11c12eeab171e05984290d86588c18276e135672 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 23 Aug 2024 13:27:42 +0200 Subject: [PATCH 37/91] update segmentation aspect --- sz_module/scripts/segmentation_aspect.py | 8 +++++--- sz_module/scripts/utils.py | 23 +++++++++++++---------- sz_module/sz_module_provider.py | 2 +- 3 files changed, 19 insertions(+), 14 deletions(-) diff --git a/sz_module/scripts/segmentation_aspect.py b/sz_module/scripts/segmentation_aspect.py index f8b3af6..80532a9 100644 --- a/sz_module/scripts/segmentation_aspect.py +++ b/sz_module/scripts/segmentation_aspect.py @@ -93,6 +93,7 @@ import os import processing #import libpysal as lp +from sz_module.scripts.utils import SZ_utils class segmentationAspectAlgorithm(): @@ -242,7 +243,7 @@ def process(self, parameters, context, feedback): 'INPUT_RASTER': outputs['CosRasterCalculator']['OUTPUT'], 'RASTER_BAND': 1, 'STATISTICS': [1,0], # Sum,Count - 'OUTPUT': self.f+'/zonalstat.shp' + 'OUTPUT': self.f+'/zonalstat.gpkg' } outputs['CosZonalStatistics'] = processing.run('native:zonalstatisticsfb', alg_params, context=context, feedback=feedback, is_child_algorithm=True) @@ -253,9 +254,10 @@ def process(self, parameters, context, feedback): return {} alg_params = { - 'INPUT':self.f+'/zonalstat.shp', + 'INPUT':self.f+'/zonalstat.gpkg', } - outputs['gdp'],outputs['crs']= self.load(alg_params) + #outputs['gdp'],outputs['crs']= self.load(alg_params) + outputs['gdp'],outputs['crs']=SZ_utils.load_geopackage feedback.setCurrentStep(7) if feedback.isCanceled(): diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 04e788a..59b8149 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -96,7 +96,7 @@ def generate_ghost_input(input,output,nomi): else: print("Layer loaded successfully!") - crs=layer.crs() + #crs=layer.crs() @@ -137,11 +137,18 @@ def generate_ghost_input(input,output,nomi): #if writer.hasError() != QgsVectorFileWriter.NoError: # print("Error when creating shapefile: ", writer.errorMessage()) print(output) - # del writer - return crs + del writer def load_geopackage(file_path, table_name='file'): print('load') + # Load the shapefile + layer = QgsVectorLayer(file_path, 'Input Layer', 'ogr') + if not layer.isValid(): + print("Layer failed to load!") + else: + print("Layer loaded successfully!") + + crs=layer.crs() # Path to your GeoPackage input_gpkg = file_path @@ -176,10 +183,7 @@ def load_geopackage(file_path, table_name='file'): # # Close the connection # conn.close() - return df - - - + return df,crs def get_id_column(file_path, table_name='file'): @@ -205,16 +209,15 @@ def get_id_column(file_path, table_name='file'): def load_cv(directory,parameters): - crs=SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg',parameters['field1']) + SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg',parameters['field1']) #layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], 'Input Layer', 'ogr') #crs=layer.crs() print('conn') #conn = sqlite3.connect(parameters['INPUT_VECTOR_LAYER']) + gdp,crs=SZ_utils.load_geopackage(directory+'/file.gpkg') primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') - gdp=SZ_utils.load_geopackage(directory+'/file.gpkg') - #gdp=SZ_utils.convert_geometry_to_wkt(gdp,'geom') diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index aa9c887..54767b5 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -357,7 +357,7 @@ def __init__(self, dict_of_scripts): 'GAM_cv':True, 'GAM_trans':True, 'ML_trans':True, - 'SegAsp':True, + 'SegAsp':False, } self.algorithms={ From 15c2f49b8292c40a0a9da94c59f5fc887935b14a Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 26 Aug 2024 11:08:23 +0200 Subject: [PATCH 38/91] update and clean up --- sz_module/scripts/algorithms.py | 23 ++-- sz_module/scripts/sz_train_cv_GAM.py | 3 +- sz_module/scripts/utils.py | 176 ++------------------------- sz_module/sz_module_provider.py | 3 +- sz_module/utils.py | 10 +- 5 files changed, 34 insertions(+), 181 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index d16c810..727078c 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -133,6 +133,10 @@ def cross_validation(parameters,algorithm,classifier): df.loc[test,'SI']=prob[0] test_ind[0]=test + del df + del x + del y + del df_scaled return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): @@ -257,7 +261,7 @@ def GAM_formula(parameters): return splines,dtypes def GAM_plot(gam,df,nomi,fold,filename,scaled_df): - print('plot') + print('plotting covariates.....') GAM_sel=nomi #sc=StandardScaler() @@ -327,9 +331,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): y.append(pdep_unq[j]) y1.append(confi025_unq[j]) y2.append(confi095_unq[j]) - #y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) - #y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - #y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) paired_xy = list(zip(x, y, y1, y2)) paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) @@ -405,6 +406,8 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') + + ########################################################################scaled fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): @@ -432,10 +435,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): y.append(pdep_unq[j]) y1.append(confi025_unq[j]) y2.append(confi095_unq[j]) - #y.append((pdep[np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)][0])) - #y1.append(np.mean(confi[:,0][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - #y2.append(np.mean(confi[:,1][np.where(np.sort(df[GAM_sel[i]].to_numpy())==j)])) - paired_xy = list(zip(x, y, y1, y2)) paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) x, y, y1, y2= zip(*paired_vectors_sorted) @@ -492,13 +491,19 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') + + del gam + del df + def GAM_save(gam,fold,filename=''): + print('saving gam.pkl.....') filename_pkl = fold+'/gam_coeff'+filename+'.pkl' #filename_txt = parameters['fold']+'/gam_coeff.txt' with open(filename_pkl, 'wb') as filez: pickle.dump(gam, filez) + del gam class ML_utils(): def ML_save(classifier,fold,nomi, filename): @@ -527,6 +532,8 @@ def ML_save(classifier,fold,nomi, filename): 'Coefficient': coeff }) coeff_df.to_csv(fold+'/coefficients'+filename+'.csv', index=False) + + del coeff_df diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 8e1f22e..a17d7c6 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -173,7 +173,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'tensor': tensor, } if SZ_utils.check_validity(alg_params) is False: - return '' + return {} else: tensor=[] @@ -283,6 +283,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None return {} del outputs + del subLayers return results diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 59b8149..b963e08 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -41,83 +41,9 @@ class SZ_utils(): - - # def load_simple(directory,parameters): - # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - # crs=layer.crs() - # campi=[] - # for field in layer.fields(): - # campi.append(field.name()) - # campi.append('geom') - # gdp=pd.DataFrame(columns=campi,dtype=float) - # features = layer.getFeatures() - # count=0 - # feat=[] - # for feature in features: - # attr=feature.attributes() - # geom = feature.geometry() - # feat=attr+[geom.asWkt()] - # gdp.loc[len(gdp)] = feat - # count=+ 1 - # gdp.to_csv(directory+'/file.csv') - # del gdp - # gdp=pd.read_csv(directory+'/file.csv') - # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - # df=gdp[parameters['field1']] - # nomi=list(df.head()) - # lsd=gdp[parameters['lsd']] - # print(parameters,'printalo') - # if parameters['family']=='binomial': - # lsd[lsd>0]=1 - # else: - # lsd[lsd>0]=np.log(lsd[lsd>0]) - # print('lsd',lsd,'lsd') - # df['y']=lsd#.astype(int) - # df['ID']=gdp['ID'] - # df['geom']=gdp['geom'] - # df=df.dropna(how='any',axis=0) - # X=[parameters['field1']] - # if parameters['testN']==0: - # train=df - # test=pd.DataFrame(columns=nomi,dtype=float) - # else: - # # split the data into train and test set - # per=int(np.ceil(df.shape[0]*parameters['testN']/100)) - # train, test = train_test_split(df, test_size=per, random_state=42, shuffle=True) - # return train, test, nomi,crs,df - def generate_ghost_input(input,output,nomi): input_shapefile_path = input - - # Load the shapefile layer = QgsVectorLayer(input_shapefile_path, 'Input Layer', 'ogr') - if not layer.isValid(): - print("Layer failed to load!") - else: - print("Layer loaded successfully!") - - #crs=layer.crs() - - - - - # Add a new field "id" to the layer - #layer.dataProvider().addAttributes([QgsField("ID", QVariant.Int)]) - #layer.updateFields() - - # Start an edit session to modify the layer - #layer.startEditing() - - # Assign unique IDs to each feature - #for i, feature in enumerate(layer.getFeatures()): - # feature["ID"] = i + 1 # Assigning IDs starting from 1 - # layer.updateFeature(feature) - - # Commit the changes - #layer.commitChanges() - - # Specify the path for the new shapefile - transform_context = QgsProject.instance().transformContext() save_options = QgsVectorFileWriter.SaveVectorOptions() save_options.driverName = 'GPKG' @@ -133,111 +59,43 @@ def generate_ghost_input(input,output,nomi): #transform_context, save_options ) - - #if writer.hasError() != QgsVectorFileWriter.NoError: - # print("Error when creating shapefile: ", writer.errorMessage()) print(output) del writer + del layer def load_geopackage(file_path, table_name='file'): - print('load') - # Load the shapefile + print('loading dataframe') layer = QgsVectorLayer(file_path, 'Input Layer', 'ogr') - if not layer.isValid(): - print("Layer failed to load!") - else: - print("Layer loaded successfully!") - crs=layer.crs() - - # Path to your GeoPackage input_gpkg = file_path - - # Step 1: Open the GeoPackage using Fiona with fiona.open(input_gpkg) as source: - # Step 2: Extract properties and convert geometries to WKT records = [] for feature in source: properties = feature['properties'] - geom_wkt = dumps(shape(feature['geometry'])) # Convert geometry to WKT - properties['geom'] = geom_wkt # Add the WKT geometry to the properties + geom_wkt = dumps(shape(feature['geometry'])) + properties['geom'] = geom_wkt records.append(properties) - # Step 3: Load into a Pandas DataFrame df = pd.DataFrame(records) - - # Display the first few rows of the DataFrame - - # # Connect to the GeoPackage - # conn = sqlite3.connect(file_path) - - # # Load the table data into a DataFrame - # df = pd.read_sql_query(f"SELECT * FROM {table_name};", conn) - - # # Extract the geometry column name - # geometry_columns = pd.read_sql_query(f"PRAGMA table_info({table_name});", conn) - # geometry_column_name = geometry_columns[geometry_columns['name'].str.contains('geom')]['name'].values[0] - - # # Extract the geometry metadata - # geometry_metadata = pd.read_sql_query(f"SELECT * FROM gpkg_geometry_columns WHERE table_name = '{table_name}';", conn) - - # # Close the connection - # conn.close() + del layer + del source + del records return df,crs def get_id_column(file_path, table_name='file'): - - # Connect to the GeoPackage conn = sqlite3.connect(file_path) - - # Query the table structure columns_info = pd.read_sql_query(f"PRAGMA table_info({table_name});", conn) - - # Close the connection conn.close() - - # Find the primary key column (ID column) id_column = columns_info[columns_info['pk'] > 0]['name'] - - print(id_column.values[0]) - - # If there is an ID column, return its name, otherwise return None if not id_column.empty: return id_column.values[0] else: return None - def load_cv(directory,parameters): SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg',parameters['field1']) - #layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], 'Input Layer', 'ogr') - #crs=layer.crs() - print('conn') - #conn = sqlite3.connect(parameters['INPUT_VECTOR_LAYER']) - gdp,crs=SZ_utils.load_geopackage(directory+'/file.gpkg') - primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') - - #gdp=SZ_utils.convert_geometry_to_wkt(gdp,'geom') - - - #metadata=(geometry_column_name, geometry_metadata) - #print(gdp.head()) - #print(geometry_column_name, geometry_metadata) - #print(ciao) - - - #conn = sqlite3.connect(directory+'/file.gpkg') - #tables = pd.read_sql_query("SELECT name FROM sqlite_master WHERE type='table';", conn) - #print(tables) - #gdp = pd.read_sql_query("SELECT * FROM file;", conn) - #geometry_metadata = pd.read_sql_query(f"SELECT * FROM gpkg_geometry_columns WHERE table_name = 'file';", conn) - #conn.close() - #print(gdp.head()) - - print('time') - - + #primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') if 'time' in parameters: if parameters['time']==None: df=pd.DataFrame(gdp[parameters['field1']].copy()) @@ -262,8 +120,8 @@ def load_cv(directory,parameters): #df=df.dropna(how='any',axis=0) print('input layer loaded') del gdp + del lsd return(df,crs) - def stampfit(parameters): df=parameters['df'] @@ -369,23 +227,9 @@ def stamp_simple(parameters): except: os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig.pdf') - - def save_geopackage(df, output_path, geometry_metadata, table_name='file'): - - # Connect to the new GeoPackage (it will be created if it doesn't exist) - conn = sqlite3.connect(output_path) - - # Create a new table in the GeoPackage and insert the data - df.to_sql(table_name, conn, if_exists='replace', index=False) - - # Save the geometry metadata to the new GeoPackage - geometry_metadata.to_sql('gpkg_geometry_columns', conn, if_exists='append', index=False) - - # Close the connection - conn.close() def save(parameters): - + print('writing output geopackage.....') df=parameters['df'] nomi=list(df.head()) fields = QgsFields() diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 54767b5..7178efc 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -65,7 +65,7 @@ from sklearn.ensemble import RandomForestClassifier from sklearn.svm import SVC from pygam import LogisticGAM,LinearGAM -from .utils import log +from .utils import log,warn,clean_memory class classeProvider(QgsProcessingProvider): @@ -419,5 +419,6 @@ def processAlgorithm(self, parameters, context, feedback): result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) except Exception as e: log(f"An error occurred: {e}") + return result diff --git a/sz_module/utils.py b/sz_module/utils.py index 4b8081d..32837ff 100644 --- a/sz_module/utils.py +++ b/sz_module/utils.py @@ -26,9 +26,9 @@ def load_env_file(file_path): # Split key-value pairs key, value = line.strip().split('=', 1) os.environ[key] = value - - - - - + +def clean_memory(): + for name in list(globals().keys()): + if not name.startswith('__'): + del globals()[name] \ No newline at end of file From 410dc101d9aff08fe3c8eb594f50e15f74838ee3 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Sat, 31 Aug 2024 21:47:10 +0200 Subject: [PATCH 39/91] update roc, trans, train --- sz_module/scripts/algorithms.py | 9 ++-- sz_module/scripts/selfroc.py | 4 +- sz_module/scripts/sz_train_cv_GAM.py | 28 ++++++---- sz_module/scripts/sz_trans_GAM.py | 15 ++++-- sz_module/scripts/utils.py | 76 ++++++++++++++-------------- sz_module/sz_module_provider.py | 24 ++++----- 6 files changed, 85 insertions(+), 71 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 727078c..9fced7e 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -28,6 +28,7 @@ class Algorithms(): def ML_transfer(parameters): + print('a') nomi=parameters['field1'] df=parameters['df'] df_scaled=CV_utils.scaler(df,nomi,'standard') @@ -37,6 +38,7 @@ def ML_transfer(parameters): return df def GAM_transfer(parameters): + print('1') nomi=parameters['nomi'] df=parameters['df'] #x=df[parameters['field1']] @@ -74,6 +76,8 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) #♂GAM_utils.GAM_save(gam,prob,fold,nomi,filename) GAM_utils.GAM_save(gam,fold,filename) + + print('2') #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) CI=[] @@ -133,10 +137,7 @@ def cross_validation(parameters,algorithm,classifier): df.loc[test,'SI']=prob[0] test_ind[0]=test - del df - del x - del y - del df_scaled + print('3') return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 8956fe4..a26272a 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -78,10 +78,10 @@ from processing.algs.gdal.GdalUtils import GdalUtils #import plotly.express as px #import chart_studio -import plotly.offline +#import plotly.offline import plotly.graph_objs as go #import geopandas as gd -import pandas as pd +#import pandas as pd import tempfile import os from sz_module.scripts.utils import SZ_utils diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index a17d7c6..99f46be 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -183,7 +183,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2']+tensor, + 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'time':parameters['time'], @@ -247,20 +247,28 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - alg_params = { - 'test_ind': outputs['test_ind'], - 'df': outputs['df'], - 'OUT':parameters['folder'] - } - SZ_utils.stamp_cv(alg_params) + if family[parameters['family']]=='binomial': + alg_params = { + 'test_ind': outputs['test_ind'], + 'df': outputs['df'], + 'OUT':parameters['folder'] + } + SZ_utils.stamp_cv(alg_params) + + if family[parameters['family']]=='gaussian': + alg_params = { + 'df': outputs['df'], + 'OUT':parameters['folder'], + 'file':parameters['folder']+'errors.csv' + } + outputs['error_train']=SZ_utils.errors(alg_params) + + results['out'] = parameters['out'] feedback.setCurrentStep(5) if feedback.isCanceled(): return {} - results['out'] = parameters['out'] - - fileName = parameters['out'] layer1 = QgsVectorLayer(fileName,"test","ogr") subLayers =layer1.dataProvider().subLayers() diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index ad651e2..67ac979 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -144,7 +144,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) SZ_utils.make_directory({'path':parameters['folder']}) - parameters['testN']=1 @@ -164,7 +163,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field3']+parameters['field1']+parameters['field2']+tensor, + 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'gauss_scale':gauss_scale[parameters['gauss_scale']], @@ -215,6 +214,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'continuous':parameters['field1'], 'tensor': tensor, 'family':family[parameters['family']], + 'cv_method':'', } outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier) @@ -234,6 +234,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(2) if feedback.isCanceled(): return {} + + print('4') alg_params = { 'predictors_weights':outputs['predictors_weights'], @@ -246,6 +248,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } outputs['trans']=Algorithms.GAM_transfer(alg_params) + print('5') + feedback.setCurrentStep(3) if feedback.isCanceled(): return {} @@ -283,16 +287,17 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'df': outputs['trans'], 'OUT':parameters['folder'], - 'file':parameters['folder']+'errors_trans.csv' + 'file':parameters['folder']+'/errors_trans.csv' } outputs['errors_trans']=SZ_utils.errors(alg_params) alg_params = { - 'df': outputs['train'], + 'df': outputs['df'], 'OUT':parameters['folder'], - 'file':parameters['folder']+'errors_train.csv' + 'file':parameters['folder']+'/errors_train.csv' } + print(parameters['folder']+'/errors_train.csv','daiiii') outputs['error_train']=SZ_utils.errors(alg_params) feedback.setCurrentStep(6) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index b963e08..a9e35d5 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -41,7 +41,7 @@ class SZ_utils(): - def generate_ghost_input(input,output,nomi): + def generate_ghost_input(input,output): input_shapefile_path = input layer = QgsVectorLayer(input_shapefile_path, 'Input Layer', 'ogr') transform_context = QgsProject.instance().transformContext() @@ -93,16 +93,16 @@ def get_id_column(file_path, table_name='file'): return None def load_cv(directory,parameters): - SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg',parameters['field1']) + SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg') gdp,crs=SZ_utils.load_geopackage(directory+'/file.gpkg') #primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') if 'time' in parameters: if parameters['time']==None: - df=pd.DataFrame(gdp[parameters['field1']].copy()) + df=pd.DataFrame(gdp[parameters['nomi']].copy()) else: - df=pd.DataFrame(gdp[parameters['field1']+[parameters['time']]].copy()) + df=pd.DataFrame(gdp[parameters['nomi']+[parameters['time']]].copy()) else: - df=pd.DataFrame(gdp[parameters['field1']].copy()) + df=pd.DataFrame(gdp[parameters['nomi']].copy()) try: lsd=gdp[parameters['lsd']] try: @@ -193,40 +193,40 @@ def stamp_cv(parameters): fig.savefig(parameters['OUT']+'/fig_cv.pdf') - def stamp_simple(parameters): - train=parameters['train'] - y_t=train['y'] - scores_t=train['SI'] - - test=parameters['test'] - y_v=test['y'] - scores_v=test['SI'] - lw = 2 + # def stamp_simple(parameters): + # train=parameters['train'] + # y_t=train['y'] + # scores_t=train['SI'] + + # test=parameters['test'] + # y_v=test['y'] + # scores_v=test['SI'] + # lw = 2 - fprv, tprv, treshv = roc_curve(y_v,scores_v) - fprt, tprt, tresht = roc_curve(y_t,scores_t) - - aucv=roc_auc_score(y_v, scores_v) - auct=roc_auc_score(y_t, scores_t) - normt=(scores_t-scores_t.min())/(scores_t.max()-scores_t.min()) - normv=(scores_v-scores_v.min())/(scores_v.max()-scores_v.min()) - - fig=plt.figure() - plt.plot(fprv, tprv, color='green',lw=lw, label= 'Prediction performance (AUC = %0.2f)' %aucv) - plt.plot(fprt, tprt, color='red',lw=lw, label= 'Success performance (AUC = %0.2f)' %auct) - plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') - plt.xlim([0.0, 1.0]) - plt.ylim([0.0, 1.05]) - plt.xlabel('False Positive Rate') - plt.ylabel('True Positive Rate') - plt.title('ROC') - plt.legend(loc="lower right") - #plt.show() - try: - fig.savefig(parameters['OUT']+'/fig.pdf') - except: - os.mkdir(parameters['OUT']) - fig.savefig(parameters['OUT']+'/fig.pdf') + # fprv, tprv, treshv = roc_curve(y_v,scores_v) + # fprt, tprt, tresht = roc_curve(y_t,scores_t) + + # aucv=roc_auc_score(y_v, scores_v) + # auct=roc_auc_score(y_t, scores_t) + # normt=(scores_t-scores_t.min())/(scores_t.max()-scores_t.min()) + # normv=(scores_v-scores_v.min())/(scores_v.max()-scores_v.min()) + + # fig=plt.figure() + # plt.plot(fprv, tprv, color='green',lw=lw, label= 'Prediction performance (AUC = %0.2f)' %aucv) + # plt.plot(fprt, tprt, color='red',lw=lw, label= 'Success performance (AUC = %0.2f)' %auct) + # plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') + # plt.xlim([0.0, 1.0]) + # plt.ylim([0.0, 1.05]) + # plt.xlabel('False Positive Rate') + # plt.ylabel('True Positive Rate') + # plt.title('ROC') + # plt.legend(loc="lower right") + # #plt.show() + # try: + # fig.savefig(parameters['OUT']+'/fig.pdf') + # except: + # os.mkdir(parameters['OUT']) + # fig.savefig(parameters['OUT']+'/fig.pdf') def save(parameters): print('writing output geopackage.....') diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 7178efc..2b4022f 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -42,7 +42,7 @@ from sz_module.images.cqp_resources_rc import qInitResources qInitResources() # necessary to be able to access your images -#from .scripts.selfroc import rocGenerator +from .scripts.selfroc import rocGenerator from .scripts.lsdanalysis import statistic from .scripts.cleaning import cleankernelAlgorithm from .scripts.graphs_lsdstats_kernel import statistickernel @@ -166,16 +166,16 @@ def loadAlgorithms(self): self.addAlgorithm(Instance(dict_of_scripts)) - # dict_of_scripts={ - # 'alg': 'rocGenerator', - # 'function': rocGenerator, - # 'name':'ROC', - # 'displayName':'04 ROC', - # 'group':'04 Classify SI', - # 'groupId':'04 Classify SI', - # 'shortHelpString':"ROC curve creator", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) + dict_of_scripts={ + 'alg': 'rocGenerator', + 'function': rocGenerator, + 'name':'ROC', + 'displayName':'04 ROC', + 'group':'04 Classify SI', + 'groupId':'04 Classify SI', + 'shortHelpString':"ROC curve creator", + } + self.addAlgorithm(Instance(dict_of_scripts)) dict_of_scripts={ 'alg': 'cleankernel', @@ -344,7 +344,7 @@ def __init__(self, dict_of_scripts): 'classcovtxt':True, 'classcovdeciles':True, 'statistic':True, - #'rocGenerator':True, + 'rocGenerator':True, 'cleankernel':True, 'statistickernel':True, 'sampler':True, From e0260d2dccbcc4f374f4a14626e8c9a2394b3ee3 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 27 Sep 2024 18:17:49 +0200 Subject: [PATCH 40/91] error updates --- sz_module/requirements.txt | 1 + sz_module/requirements_linux.txt | 1 + sz_module/scripts/algorithms.py | 212 +++++++++++++++--------------- sz_module/scripts/sz_trans_GAM.py | 7 + sz_module/scripts/utils.py | 56 +++++++- 5 files changed, 167 insertions(+), 110 deletions(-) diff --git a/sz_module/requirements.txt b/sz_module/requirements.txt index 0860e97..0c9c957 100644 --- a/sz_module/requirements.txt +++ b/sz_module/requirements.txt @@ -3,3 +3,4 @@ pygam pandas shapely fiona +seaborn diff --git a/sz_module/requirements_linux.txt b/sz_module/requirements_linux.txt index c2d82f0..cf48bef 100644 --- a/sz_module/requirements_linux.txt +++ b/sz_module/requirements_linux.txt @@ -3,3 +3,4 @@ pygam pandas==1.5 shapely fiona +seaborn diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 9fced7e..be315ec 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -21,6 +21,7 @@ from shapely.wkt import loads from sklearn.tree import export_text +import plotly.graph_objects as go #from mpl_toolkits import mplot3d @@ -302,110 +303,106 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ########################################################################not scaled - fig = plt.figure(figsize=(15,15)) - for i, term in enumerate(gam.terms): - if term.isintercept: - continue - X=np.array([min(df.iloc[:, i])]) - m=np.min(df.iloc[:, i]) - interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) - for n in range(len(df[GAM_sel[i]])-1): - X=np.append(X,m+interval) - m=m+interval - - ## - if isinstance(gam.terms[i], terms.FactorTerm): - ax=fig.add_subplot(rows, 3, i+1) - ## - XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## - x=df[GAM_sel[i]].unique() - y=[] - y1=[] - y2=[] + # fig = plt.figure(figsize=(15,15)) + # for i, term in enumerate(gam.terms): + # if term.isintercept: + # continue + # X=np.array([min(df.iloc[:, i])]) + # m=np.min(df.iloc[:, i]) + # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) + # for n in range(len(df[GAM_sel[i]])-1): + # X=np.append(X,m+interval) + # m=m+interval + + # ## + # if isinstance(gam.terms[i], terms.FactorTerm): + # ax=fig.add_subplot(rows, 3, i+1) + # ## + # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + # ## + # x=df[GAM_sel[i]].unique() + # y=[] + # y1=[] + # y2=[] - for j in range(len(df[GAM_sel[i]].unique())): - pdep_unq=np.unique(pdep) - confi025_unq=np.unique(confi[:,0]) - confi095_unq=np.unique(confi[:,1]) - y.append(pdep_unq[j]) - y1.append(confi025_unq[j]) - y2.append(confi095_unq[j]) + # for j in range(len(df[GAM_sel[i]].unique())): + # pdep_unq=np.unique(pdep) + # confi025_unq=np.unique(confi[:,0]) + # confi095_unq=np.unique(confi[:,1]) + # y.append(pdep_unq[j]) + # y1.append(confi025_unq[j]) + # y2.append(confi095_unq[j]) - paired_xy = list(zip(x, y, y1, y2)) - paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) - x, y, y1, y2= zip(*paired_vectors_sorted) - - ax.plot(x,y1,'o', c='gray') - ax.plot(x,y2,'o', c='gray') - ax.plot(x,y,'o', c='blue') - ax.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) - ax.set_xlabel(GAM_sel[i]) - ax.set_ylabel('Partial Effect') - ax.set_ylim(MIN,MAX) - continue + # paired_xy = list(zip(x, y, y1, y2)) + # paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) + # x, y, y1, y2= zip(*paired_vectors_sorted) + + # ax.plot(x,y1,'o', c='gray') + # ax.plot(x,y2,'o', c='gray') + # ax.plot(x,y,'o', c='blue') + # ax.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) + # ax.set_xlabel(GAM_sel[i]) + # ax.set_ylabel('Partial Effect') + # ax.set_ylim(MIN,MAX) + # continue - elif isinstance(gam.terms[i], terms.LinearTerm): - ax=fig.add_subplot(rows, 3, i+1) - ## - XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## - ax.plot(X, pdep, c='blue') - ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - ax.set_xlabel(GAM_sel[i]) - ax.set_ylabel('Partial Effect') - ax.set_ylim(MIN,MAX) - continue + # elif isinstance(gam.terms[i], terms.LinearTerm): + # ax=fig.add_subplot(rows, 3, i+1) + # ## + # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + # ## + # ax.plot(X, pdep, c='blue') + # ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + # ax.set_xlabel(GAM_sel[i]) + # ax.set_ylabel('Partial Effect') + # ax.set_ylim(MIN,MAX) + # continue - elif isinstance(gam.terms[i], terms.TensorTerm): - - X0=np.array([min(df.iloc[:, i])]) - m=np.min(df.iloc[:, i]) - interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) - for n in range(100-1): - X0=np.append(X0,m+interval) - m=m+interval + # elif isinstance(gam.terms[i], terms.TensorTerm): + + # X0=np.array([min(df.iloc[:, i])]) + # m=np.min(df.iloc[:, i]) + # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) + # for n in range(100-1): + # X0=np.append(X0,m+interval) + # m=m+interval - X1=np.array([min(df.iloc[:, i+1])]) - m=np.min(df.iloc[:, i+1]) - interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) - for n in range(100-1): - X1=np.append(X1,m+interval) - m=m+interval - - fig2=plt.figure(figsize=(15,15)) - #ax=fig.add_subplot(rows, 3, i+1) - XX = gam.generate_X_grid(term=i,meshgrid=True) - Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - - ax3d = plt.axes(projection='3d') - ax3d.plot_surface(X0, X1, Z, cmap='viridis') - #ax.set_position([0.5, 0.1, 0.4, 0.8]) - - ax3d.set_xlabel(GAM_sel[i]) - ax3d.set_ylabel(GAM_sel[i+1]) - ax3d.set_zlabel('Partial Effect') - #ax.set_ylim(MIN,MAX) - ax3d.view_init(elev=30, azim=60) - fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') - continue - - elif isinstance(gam.terms[i], terms.SplineTerm): - ax=fig.add_subplot(rows, 3, i+1) - ## - XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## - ax.plot(X, pdep, c='blue') - ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - ax.set_xlabel(GAM_sel[i]) - ax.set_ylabel('Partial Effect') - ax.set_ylim(MIN,MAX) - continue - - fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') + # X1=np.array([min(df.iloc[:, i+1])]) + # m=np.min(df.iloc[:, i+1]) + # interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) + # for n in range(100-1): + # X1=np.append(X1,m+interval) + # m=m+interval + + # fig2=plt.figure(figsize=(12,10)) + # XX = gam.generate_X_grid(term=i,meshgrid=True) + # Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) + # ax3d=fig2.subplots() + # x, y = np.meshgrid(X0, X1) + # mesh = ax3d.pcolormesh(x, y, Z, cmap='viridis', shading='auto') + # plt.colorbar(mesh, ax=ax3d, label='Partial Effect') + # ax3d.set_xlabel(GAM_sel[i]) + # ax3d.set_ylabel(GAM_sel[i+1]) + # fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') + + # continue + + # elif isinstance(gam.terms[i], terms.SplineTerm): + # ax=fig.add_subplot(rows, 3, i+1) + # ## + # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + # ## + # ax.plot(X, pdep, c='blue') + # ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + # ax.set_xlabel(GAM_sel[i]) + # ax.set_ylabel('Partial Effect') + # ax.set_ylim(MIN,MAX) + # continue + + # fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') @@ -443,7 +440,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ax1.plot(x,y1,'o', c='gray') ax1.plot(x,y2,'o', c='gray') ax1.plot(x,y,'o', c='blue') - ax1.set_xticks(np.sort(df[GAM_sel[i]].unique()), rotation=45) + ax1.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') ax1.set_ylim(MIN,MAX) @@ -463,19 +460,16 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): - fig3=plt.figure(figsize=(15,15)) - #ax=fig.add_subplot(rows, 3, i+1) + fig2=plt.figure(figsize=(12,10)) XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - ax3d = plt.axes(projection='3d') - ax3d.plot_surface(XX[0], XX[1], Z, cmap='viridis') - #ax.set_position([0.5, 0.1, 0.4, 0.8]) - + ax3d=fig2.subplots() + x, y = np.meshgrid(XX[0], XX[1]) + mesh = ax3d.pcolormesh(x, y, Z, cmap='viridis', shading='auto') + plt.colorbar(mesh, ax=ax3d, label='Partial Effect') ax3d.set_xlabel(GAM_sel[i]) ax3d.set_ylabel(GAM_sel[i+1]) - ax3d.set_zlabel('Partial Effect') - ax3d.view_init(elev=30, azim=60) - fig3.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') + fig2.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') continue elif isinstance(gam.terms[i], terms.SplineTerm): diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 67ac979..51d7ffa 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -300,6 +300,13 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None print(parameters['folder']+'/errors_train.csv','daiiii') outputs['error_train']=SZ_utils.errors(alg_params) + alg_params = { + 'df_train': outputs['df'], + 'df_trans':outputs['trans'], + 'OUT':parameters['folder'], + } + SZ_utils.stamp_qq(alg_params) + feedback.setCurrentStep(6) if feedback.isCanceled(): return {} diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index a9e35d5..45ba69d 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -11,9 +11,12 @@ import csv from copy import copy + from shapely import wkb from shapely.geometry import shape +from matplotlib.ticker import ScalarFormatter + #from pygam import LogisticGAM, s, f, terms from qgis.core import (QgsVectorLayer, @@ -108,7 +111,7 @@ def load_cv(directory,parameters): try: if parameters['family']=='binomial': lsd[lsd>0]=1 - elif parameters['family']=='binomial' and parameters['gauss_scale']=='log scale': + elif parameters['family']=='gaussian' and parameters['gauss_scale']=='log scale': lsd[lsd>0]=np.log(lsd[lsd>0]) except: lsd[lsd>0]=1 @@ -228,6 +231,57 @@ def stamp_cv(parameters): # os.mkdir(parameters['OUT']) # fig.savefig(parameters['OUT']+'/fig.pdf') + def stamp_qq(parameters): + print('plotting....') + df=parameters['df_train'] + df=df.dropna(subset=['SI']) + df_train=df['SI'] + + df=parameters['df_trans'] + df=df.dropna(subset=['SI']) + df_trans=df['SI'] + + # Compute percentiles + percentiles_train = np.percentile(df_train, np.arange(0, 101, 1)) + percentiles_trans = np.percentile(df_trans, np.arange(0, 101, 1)) + + #print(max(np.concatenate((percentiles_train, percentiles_trans)))) + + #ercentiles_train_norm = (percentiles_train - percentiles_train.min()) / (percentiles_train.max() - percentiles_train.min()) + #percentiles_trans_norm = (percentiles_trans - percentiles_trans.min()) / (percentiles_trans.max() - percentiles_trans.min()) + + max_val = max(np.max(percentiles_train), np.max(percentiles_trans)) + min_val = min(np.min(percentiles_train), np.min(percentiles_trans)) + x_buffer = (max_val - min_val) / 10 + + + # Plot percentiles + fig=plt.figure(figsize=(8, 6)) + plt.plot(percentiles_train,percentiles_trans, 'bo') + plt.plot([min_val-x_buffer, max_val+x_buffer], [min_val-x_buffer, max_val+x_buffer], 'k--') + + # Labels and title + + plt.xlim(min_val-x_buffer, max_val+x_buffer) + plt.ylim(min_val-x_buffer, max_val+x_buffer) + plt.xscale('log') + plt.yscale('log') + + ax = plt.gca() + ax.xaxis.set_major_formatter(ScalarFormatter()) + ax.yaxis.set_major_formatter(ScalarFormatter()) + plt.xlabel('Observed (quantiles)') + plt.ylabel('Predicted (quantiles)') + #plt.grid(True) + #plt.legend() + + print('QQ figure = ',parameters['OUT']+'/fig_qq.pdf') + try: + fig.savefig(parameters['OUT']+'/fig_qq.pdf') + except: + os.mkdir(parameters['OUT']) + fig.savefig(parameters['OUT']+'/fig_qq.pdf') + def save(parameters): print('writing output geopackage.....') df=parameters['df'] From 971074f95a587759f6064af82fa51e467c34c7f1 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Thu, 3 Oct 2024 08:56:09 +0200 Subject: [PATCH 41/91] update algorithms --- sz_module/scripts/algorithms.py | 21 ++++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index be315ec..99680fc 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -460,16 +460,23 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): - fig2=plt.figure(figsize=(12,10)) + fig3=plt.figure(figsize=(12,10)) XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - ax3d=fig2.subplots() + ax3d=fig3.subplots() + print(len(XX[0]),len(XX[0]),len(Z)) x, y = np.meshgrid(XX[0], XX[1]) - mesh = ax3d.pcolormesh(x, y, Z, cmap='viridis', shading='auto') - plt.colorbar(mesh, ax=ax3d, label='Partial Effect') - ax3d.set_xlabel(GAM_sel[i]) - ax3d.set_ylabel(GAM_sel[i+1]) - fig2.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') + print(len(x),len(y),len(Z)) + mesh = ax3d.pcolormesh(XX[0], XX[1], Z, cmap='viridis', shading='auto') + print('a') + cbar=plt.colorbar(mesh, ax=ax3d) + cbar.set_label('Partial Effect', fontsize=16) # Increase colorbar label font size + cbar.ax.tick_params(labelsize=16) + print('b') + ax3d.set_xlabel(GAM_sel[i], fontsize=16) # Increase x-axis label font size + ax3d.set_ylabel(GAM_sel[i+1], fontsize=16) + ax3d.tick_params(axis='both', which='major', labelsize=14) + fig3.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') continue elif isinstance(gam.terms[i], terms.SplineTerm): From 05b2b3db8181ca7f20f3d95f96be48dc1e133c40 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 4 Oct 2024 09:59:41 +0200 Subject: [PATCH 42/91] label plot interactions --- sz_module/scripts/utils.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 45ba69d..e4575be 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -270,8 +270,8 @@ def stamp_qq(parameters): ax = plt.gca() ax.xaxis.set_major_formatter(ScalarFormatter()) ax.yaxis.set_major_formatter(ScalarFormatter()) - plt.xlabel('Observed (quantiles)') - plt.ylabel('Predicted (quantiles)') + plt.xlabel('log(Observed)') + plt.ylabel('log(Predicted)') #plt.grid(True) #plt.legend() From 3d565c9ed4539944ff4589ecaba6bc94e4988b00 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Wed, 9 Oct 2024 13:35:39 +0200 Subject: [PATCH 43/91] update plot covariates max min limit --- sz_module/scripts/algorithms.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 99680fc..e76785a 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -283,8 +283,8 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) maX=maX+[np.max(confi0[:,1])] miN=miN+[np.min(confi0[:,0])] - MAX=max(maX)+1 - MIN=min(miN)-1 + MAX=max(maX)+0.2 + MIN=min(miN)-0.2 count=0 countIns=0 @@ -468,11 +468,9 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): x, y = np.meshgrid(XX[0], XX[1]) print(len(x),len(y),len(Z)) mesh = ax3d.pcolormesh(XX[0], XX[1], Z, cmap='viridis', shading='auto') - print('a') cbar=plt.colorbar(mesh, ax=ax3d) cbar.set_label('Partial Effect', fontsize=16) # Increase colorbar label font size cbar.ax.tick_params(labelsize=16) - print('b') ax3d.set_xlabel(GAM_sel[i], fontsize=16) # Increase x-axis label font size ax3d.set_ylabel(GAM_sel[i+1], fontsize=16) ax3d.tick_params(axis='both', which='major', labelsize=14) From f0518e6d6e965440c0096713188e3e7d145177c6 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Thu, 10 Oct 2024 13:08:46 +0200 Subject: [PATCH 44/91] add NN --- sz_module/scripts/algorithms.py | 36 +++- sz_module/scripts/sz_train_cv_ML.py | 2 +- sz_module/scripts/sz_train_cv_NN.py | 213 +++++++++++++++++++++ sz_module/scripts/sz_trans_ML.py | 5 +- sz_module/scripts/sz_trans_NN.py | 276 ++++++++++++++++++++++++++++ sz_module/sz_module_provider.py | 59 +++++- 6 files changed, 574 insertions(+), 17 deletions(-) create mode 100644 sz_module/scripts/sz_train_cv_NN.py create mode 100644 sz_module/scripts/sz_trans_NN.py diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 99680fc..2f778d7 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -28,9 +28,17 @@ class Algorithms(): + def NN_transfer(parameters): + nomi=parameters['nomi'] + df=parameters['df'] + df_scaled=CV_utils.scaler(df,nomi,'standard') + prob_predic=parameters['predictors_weights'].predict(df_scaled.loc[:,nomi].to_numpy()) + #ML_utils.ML_save(classifier,fold,nomi,filename) + df['SI']=prob_predic + return df + def ML_transfer(parameters): - print('a') - nomi=parameters['field1'] + nomi=parameters['nomi'] df=parameters['df'] df_scaled=CV_utils.scaler(df,nomi,'standard') prob_predic=parameters['predictors_weights'].predict_proba(df_scaled.loc[:,nomi].to_numpy())[::,1] @@ -39,7 +47,6 @@ def ML_transfer(parameters): return df def GAM_transfer(parameters): - print('1') nomi=parameters['nomi'] df=parameters['df'] #x=df[parameters['field1']] @@ -53,13 +60,18 @@ def GAM_transfer(parameters): #CI = parameters['gam'].prediction_intervals(X_trans, width=.95) df['SI']=prob_fit#np.exp(prob_fit) return(df) + + def alg_NNrun(classifier,X,y,train,test,df,fold,nomi,filename=''): + classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) + prob_predic=classifier.predict(X.loc[test,nomi].to_numpy()) + NN_utils.NN_plot(classifier,fold,filename) + return prob_predic,classifier def alg_MLrun(classifier,X,y,train,test,df,fold,nomi,filename=''): classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) prob_predic=classifier.predict_proba(X.loc[test,nomi].to_numpy())[::,1] ML_utils.ML_save(classifier,fold,nomi,filename) return prob_predic,classifier - def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,fold=None,filename='',family=None): lams = np.empty(len(nomi)) @@ -539,7 +551,15 @@ def ML_save(classifier,fold,nomi, filename): - - - - +class NN_utils(): + def NN_plot(NNclassifier,fold,filename): + plt.figure(figsize=(10, 6)) + plt.plot(NNclassifier.loss_curve_) + plt.plot(NNclassifier.validation_scores_) + plt.xlabel('Iterations',fontsize=16) + plt.ylabel('Loss',fontsize=16) + plt.grid() + plt.legend(['Train','Test'],prop={'size': 16}) + plt.savefig(fold+'/loss_curve'+filename+'.pdf', bbox_inches='tight') + + \ No newline at end of file diff --git a/sz_module/scripts/sz_train_cv_ML.py b/sz_module/scripts/sz_train_cv_ML.py index 256c56a..1867e78 100644 --- a/sz_module/scripts/sz_train_cv_ML.py +++ b/sz_module/scripts/sz_train_cv_ML.py @@ -133,7 +133,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], 'time':parameters['time'], } diff --git a/sz_module/scripts/sz_train_cv_NN.py b/sz_module/scripts/sz_train_cv_NN.py new file mode 100644 index 0000000..913fa7b --- /dev/null +++ b/sz_module/scripts/sz_train_cv_NN.py @@ -0,0 +1,213 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + LRcvAlgorithm + begin : 2021-11 + copyright : (C) 2021 by Giacomo Titti, + Padova, November 2021 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + LRcvAlgorithm + Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2021-11-01' +__copyright__ = '(C) 2021 by Giacomo Titti' +import sys +sys.setrecursionlimit(10000) +from qgis.core import (QgsProcessing, + QgsProcessingException, + QgsProcessingMultiStepFeedback, + QgsProcessingParameterNumber, + QgsProcessingParameterFileDestination, + QgsProcessingParameterVectorLayer, + QgsVectorLayer, + QgsProcessingParameterField, + QgsProcessingParameterFolderDestination, + QgsProcessingParameterField, + QgsProcessingContext, + QgsProcessingParameterEnum + ) +from qgis.core import * +from qgis.utils import iface +from qgis import * +from processing.algs.gdal.GdalUtils import GdalUtils +import tempfile +from sz_module.scripts.utils import SZ_utils +from sz_module.scripts.algorithms import CV_utils +import os +from sz_module.utils import log + + + +class CoreAlgorithmNN_cv(): + + def init(self, config=None): + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) + self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'NN algorithm', options=['MLP Classifier','MLP Regressor'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) + self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) + self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) + self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) + + def process(self, parameters, context, feedback, algorithm=None, classifier=None): + + self.f=tempfile.gettempdir() + feedback = QgsProcessingMultiStepFeedback(1, feedback) + results = {} + outputs = {} + + cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} + NN={'0':'MLP_classifier','1':'MLP_regressor'} + + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) + parameters['covariates']=source.source() + if parameters['covariates'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + if source is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) + if parameters['field1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) + + parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) + if parameters['fieldlsd'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + + parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['algorithm'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + + parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) + if parameters['cv_method'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) + + parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) + if parameters['time'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + + parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) + if parameters['testN'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) + + parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) + if parameters['out'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) + + parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) + if parameters['folder'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) + + SZ_utils.make_directory({'path':parameters['folder']}) + + + if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': + parameters['time']=None + else: + if parameters['time']=='': + log(f"Time field is missing for temporal CV") + raise RuntimeError("Time field is missing for temporal CV") + + alg_params = { + 'INPUT_VECTOR_LAYER': parameters['covariates'], + 'nomi': parameters['field1'], + 'lsd' : parameters['fieldlsd'], + 'time':parameters['time'], + } + + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(1) + if feedback.isCanceled(): + return {} + + print(cv_method[parameters['cv_method']]) + + alg_params = { + #'field1': parameters['field1'], + 'testN':parameters['testN'], + 'fold':parameters['folder'], + 'nomi':parameters['field1'], + 'df':outputs['df'], + 'cv_method':cv_method[parameters['cv_method']], + 'time':parameters['time'] + } + + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['algorithm']]]) + + feedback.setCurrentStep(2) + if feedback.isCanceled(): + return {} + + if parameters['testN']>0: + alg_params = { + 'df': outputs['df'], + 'crs': outputs['crs'], + 'OUT': parameters['out'] + } + SZ_utils.save(alg_params) + + feedback.setCurrentStep(3) + if feedback.isCanceled(): + return {} + + alg_params = { + 'test_ind': outputs['test_ind'], + 'df': outputs['df'], + 'OUT':parameters['folder'] + } + SZ_utils.stamp_cv(alg_params) + + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + + results['out'] = parameters['out'] + + + fileName = parameters['out'] + layer1 = QgsVectorLayer(fileName,"test","ogr") + subLayers =layer1.dataProvider().subLayers() + + for subLayer in subLayers: + name = subLayer.split('!!::!!')[1] + uri = "%s|layername=%s" % (fileName, name,) + # Create layer + sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + if not sub_vlayer.isValid(): + print('layer failed to load') + # Add layer to map + context.temporaryLayerStore().addMapLayer(sub_vlayer) + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) + + feedback.setCurrentStep(5) + if feedback.isCanceled(): + return {} + + return results + + + diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py index b5b17f0..dd784c5 100644 --- a/sz_module/scripts/sz_trans_ML.py +++ b/sz_module/scripts/sz_trans_ML.py @@ -145,7 +145,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], #'time':parameters['time'], } @@ -166,6 +166,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'df':outputs['df'], #'cv_method':cv_method[parameters['cv_method']], #'time':parameters['time'] + 'cv_method':'', } outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['algorithm']]]) @@ -190,7 +191,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'predictors_weights':outputs['predictors_weights'], 'nomi': parameters['field1'], #'family':family[parameters['family']], - 'field1':parameters['field1'], + #'field1':parameters['field1'], 'df':outputs['df_trans'] } outputs['trans']=Algorithms.ML_transfer(alg_params) diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py new file mode 100644 index 0000000..7907a2e --- /dev/null +++ b/sz_module/scripts/sz_trans_NN.py @@ -0,0 +1,276 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + LRcvAlgorithm + begin : 2021-11 + copyright : (C) 2021 by Giacomo Titti, + Padova, November 2021 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + LRcvAlgorithm + Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2021-11-01' +__copyright__ = '(C) 2021 by Giacomo Titti' +import sys +sys.setrecursionlimit(10000) +from qgis.core import (QgsProcessing, + QgsProcessingException, + QgsProcessingMultiStepFeedback, + QgsProcessingParameterNumber, + QgsProcessingParameterFileDestination, + QgsProcessingParameterVectorLayer, + QgsVectorLayer, + QgsProcessingParameterField, + QgsProcessingParameterFolderDestination, + QgsProcessingParameterField, + QgsProcessingContext, + QgsProcessingParameterEnum + ) +from qgis.core import * +from qgis.utils import iface +from qgis import * +from processing.algs.gdal.GdalUtils import GdalUtils +import tempfile +from sz_module.scripts.utils import SZ_utils +from sz_module.scripts.algorithms import CV_utils,Algorithms +import os +from sz_module.utils import log + + + +class CoreAlgorithmNN_trans(): + + def init(self, config=None): + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) + self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'NN algorithm', options=['MLP Classifier','MLP Regressor'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + #self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + #self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) + #self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) + self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) + self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) + + def process(self, parameters, context, feedback, algorithm=None, classifier=None): + + self.f=tempfile.gettempdir() + feedback = QgsProcessingMultiStepFeedback(1, feedback) + results = {} + outputs = {} + + #cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} + NN={'0':'MLP_classifier','1':'MLP_regressor'} + + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) + parameters['covariates']=source.source() + if parameters['covariates'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + if source is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) + + parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) + if parameters['field1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) + + parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) + if parameters['fieldlsd'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) + + parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['algorithm'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + + source1 = self.parameterAsVectorLayer(parameters, self.INPUT1, context) + parameters['input1']=source1.source() + if parameters['input1'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) + if source is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) + + # parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) + # if parameters['cv_method'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) + + # parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) + # if parameters['time'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) + + # parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) + # if parameters['testN'] is None: + # raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) + + + + parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) + if parameters['out'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) + + parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) + if parameters['folder'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) + + SZ_utils.make_directory({'path':parameters['folder']}) + + + # if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': + # parameters['time']=None + # else: + # if parameters['time']=='': + # log(f"Time field is missing for temporal CV") + # raise RuntimeError("Time field is missing for temporal CV") + + parameters['testN']=1 + + alg_params = { + 'INPUT_VECTOR_LAYER': parameters['covariates'], + 'nomi': parameters['field1'], + 'lsd' : parameters['fieldlsd'], + #'time':parameters['time'], + } + + outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(1) + if feedback.isCanceled(): + return {} + + #print(cv_method[parameters['cv_method']]) + + alg_params = { + #'field1': parameters['field1'], + 'testN':parameters['testN'], + 'fold':parameters['folder'], + 'nomi':parameters['field1'], + 'df':outputs['df'], + #'cv_method':cv_method[parameters['cv_method']], + #'time':parameters['time'] + 'cv_method':'', + } + + outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['algorithm']]]) + + feedback.setCurrentStep(2) + if feedback.isCanceled(): + return {} + + alg_params = { + 'INPUT_VECTOR_LAYER': parameters['input1'], + 'nomi': parameters['field1'], + 'lsd' : parameters['fieldlsd'], + #'family':family[parameters['family']] + } + outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) + + feedback.setCurrentStep(3) + if feedback.isCanceled(): + return {} + + alg_params = { + 'predictors_weights':outputs['predictors_weights'], + 'nomi': parameters['field1'], + #'family':family[parameters['family']], + #'field1':parameters['field1'], + 'df':outputs['df_trans'] + } + outputs['trans']=Algorithms.NN_transfer(alg_params) + + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['trans'], + 'crs': outputs['crs_trans'], + 'OUT': parameters['folder']+'/trans.gpkg' + } + SZ_utils.save(alg_params) + + feedback.setCurrentStep(5) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['df'], + 'crs': outputs['crs_trans'], + 'OUT': parameters['folder']+'/train.gpkg' + } + SZ_utils.save(alg_params) + + feedback.setCurrentStep(6) + if feedback.isCanceled(): + return {} + + alg_params = { + 'df': outputs['trans'], + 'OUT':parameters['folder'] + } + SZ_utils.stampfit(alg_params) + + results['out'] = parameters['out'] + + fileName = parameters['out'] + layer1 = QgsVectorLayer(fileName,"test","ogr") + subLayers =layer1.dataProvider().subLayers() + + for subLayer in subLayers: + name = subLayer.split('!!::!!')[1] + uri = "%s|layername=%s" % (fileName, name,) + # Create layer + sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + if not sub_vlayer.isValid(): + print('layer failed to load') + # Add layer to map + context.temporaryLayerStore().addMapLayer(sub_vlayer) + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('test', context.project(),'LAYER1')) + + feedback.setCurrentStep(7) + if feedback.isCanceled(): + return {} + + fileName = parameters['folder']+'/train.gpkg' + layer = QgsVectorLayer(fileName,"train","ogr") + subLayers =layer.dataProvider().subLayers() + + for subLayer in subLayers: + name = subLayer.split('!!::!!')[1] + print(name,'name') + uri = "%s|layername=%s" % (fileName, name,) + print(uri,'uri') + # Create layer + sub_vlayer = QgsVectorLayer(uri, name, 'ogr') + if not sub_vlayer.isValid(): + print('layer failed to load') + # Add layer to map + context.temporaryLayerStore().addMapLayer(sub_vlayer) + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('train', context.project(),'LAYER')) + + feedback.setCurrentStep(4) + if feedback.isCanceled(): + return {} + + return results + + + diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 2b4022f..d23485f 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -41,6 +41,7 @@ from qgis.PyQt.QtGui import QIcon from sz_module.images.cqp_resources_rc import qInitResources qInitResources() # necessary to be able to access your images +import os from .scripts.selfroc import rocGenerator from .scripts.lsdanalysis import statistic @@ -56,14 +57,17 @@ #from .scripts.corrplot import CorrAlgorithm from .scripts.sz_train_cv_ML import CoreAlgorithm_cv from .scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv +from .scripts.sz_train_cv_NN import CoreAlgorithmNN_cv from .scripts.sz_trans_GAM import CoreAlgorithmGAM_trans from .scripts.sz_trans_ML import CoreAlgorithmML_trans +from .scripts.sz_trans_NN import CoreAlgorithmNN_trans from .scripts.algorithms import Algorithms from sz_module.scripts.segmentation_aspect import segmentationAspectAlgorithm from sklearn.linear_model import LogisticRegression from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.svm import SVC +from sklearn.neural_network import MLPClassifier,MLPRegressor from pygam import LogisticGAM,LinearGAM from .utils import log,warn,clean_memory @@ -131,6 +135,28 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) + dict_of_scripts={ + 'alg': 'NN_cv', + 'function': CoreAlgorithmNN_cv, + 'name':'Fit-CV_NNcv', + 'displayName':'03 Neural Network tools', + 'group':'02 Modelling', + 'groupId':'02 Modelling', + 'shortHelpString':"This function apply Neural Network algorithms to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + } + self.addAlgorithm(Instance(dict_of_scripts)) + + dict_of_scripts={ + 'alg': 'NN_trans', + 'function': CoreAlgorithmNN_trans, + 'name':'Transfer_NN', + 'displayName':'03 Predict Neural Network', + 'group':'03 SI transfer', + 'groupId':'03 SI transfer', + 'shortHelpString':"This function apply Neural Network algorithms to transfer susceptibility", + } + self.addAlgorithm(Instance(dict_of_scripts)) + ############## dict_of_scripts={ 'alg': 'classcovtxt', @@ -358,6 +384,9 @@ def __init__(self, dict_of_scripts): 'GAM_trans':True, 'ML_trans':True, 'SegAsp':False, + 'NN_trans':True, + 'NN_cv':True, + } self.algorithms={ @@ -365,6 +394,10 @@ def __init__(self, dict_of_scripts): 'ML_trans':Algorithms.alg_MLrun, 'GAM_cv':Algorithms.alg_GAMrun, 'GAM_trans':Algorithms.alg_GAMrun, + 'NN_trans':Algorithms.alg_NNrun, + 'NN_cv':Algorithms.alg_NNrun, + + } self.classifier={ @@ -380,6 +413,14 @@ def __init__(self, dict_of_scripts): }, 'GAM_cv':{'binomial':LogisticGAM,'gaussian':LinearGAM}, 'GAM_trans':{'binomial':LogisticGAM,'gaussian':LinearGAM}, + 'NN_trans':{ + 'MLP_classifier':MLPClassifier(hidden_layer_sizes=(16, 32, 64, 128, 64, 32, 16, 8), random_state=42, max_iter=2000, validation_fraction=0.1, early_stopping=True), + 'MLP_regressor':MLPRegressor(hidden_layer_sizes=(16, 32, 64, 128, 32, 16, 8), random_state=42, max_iter=2000, validation_fraction=0.1, early_stopping=True), + }, + 'NN_cv':{ + 'MLP_classifier':MLPClassifier(hidden_layer_sizes=(16, 32, 64, 128, 64, 32, 16, 8), random_state=42, max_iter=2000, validation_fraction=0.1, early_stopping=True), + 'MLP_regressor':MLPRegressor(hidden_layer_sizes=(16, 32, 64, 128, 32, 16, 8), random_state=42, max_iter=2000, validation_fraction=0.1, early_stopping=True), + }, } def tr(self, string): @@ -410,15 +451,21 @@ def processAlgorithm(self, parameters, context, feedback): result={} if self.active[self.dict_of_scripts['alg']]: if self.dict_of_scripts['alg'] in self.algorithms: - try: + if os.environ.get('DEBUG')=='False': + try: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + except Exception as e: + log(f"An error occurred: {e}") + else: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - except Exception as e: - log(f"An error occurred: {e}") else: - try: + if os.environ.get('DEBUG')=='False': + try: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + except Exception as e: + log(f"An error occurred: {e}") + else: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) - except Exception as e: - log(f"An error occurred: {e}") return result From be3a2cf9982fa8b206f6663e7c7f46d74a7fbc86 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Thu, 14 Nov 2024 12:19:38 +0100 Subject: [PATCH 45/91] solve selfroc and NN --- sz_module/.env | 2 +- sz_module/scripts/algorithms.py | 18 +++++++++++++++--- sz_module/scripts/selfroc.py | 4 ++-- sz_module/scripts/sz_train_cv_NN.py | 5 ++--- sz_module/scripts/sz_trans_NN.py | 2 +- 5 files changed, 21 insertions(+), 10 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index 924cb2f..e35e7dc 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=False +DEBUG=True PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index be495c5..a6b02a8 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -32,7 +32,10 @@ def NN_transfer(parameters): nomi=parameters['nomi'] df=parameters['df'] df_scaled=CV_utils.scaler(df,nomi,'standard') - prob_predic=parameters['predictors_weights'].predict(df_scaled.loc[:,nomi].to_numpy()) + if parameters['family']=='MLP_classifier': + prob_predic=parameters['predictors_weights'].predict_proba(df_scaled.loc[:,nomi].to_numpy())[::,1] + else: + prob_predic=parameters['predictors_weights'].predict(df_scaled.loc[:,nomi].to_numpy()) #ML_utils.ML_save(classifier,fold,nomi,filename) df['SI']=prob_predic return df @@ -61,9 +64,12 @@ def GAM_transfer(parameters): df['SI']=prob_fit#np.exp(prob_fit) return(df) - def alg_NNrun(classifier,X,y,train,test,df,fold,nomi,filename=''): + def alg_NNrun(classifier,X,y,train,test,df,fold,nomi,filename='',family=None): classifier.fit(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy()) - prob_predic=classifier.predict(X.loc[test,nomi].to_numpy()) + if family=='MLP_classifier': + prob_predic=classifier.predict_proba(X.loc[test,nomi].to_numpy())[::,1] + elif family=='MLP_regressor': + prob_predic=classifier.predict(X.loc[test,nomi].to_numpy()) NN_utils.NN_plot(classifier,fold,filename) return prob_predic,classifier @@ -123,6 +129,8 @@ def cross_validation(parameters,algorithm,classifier): if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] + elif algorithm==Algorithms.alg_NNrun: + prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i),family=parameters['family']) else: prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) gam=None @@ -134,6 +142,8 @@ def cross_validation(parameters,algorithm,classifier): if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] + elif algorithm==Algorithms.alg_NNrun: + prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i),family=parameters['family']) else: prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i)) gam=None @@ -144,6 +154,8 @@ def cross_validation(parameters,algorithm,classifier): if algorithm==Algorithms.alg_GAMrun: prob[0],CI[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) #df.loc[test,'CI']=CI[0] + elif algorithm==Algorithms.alg_NNrun: + prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi,family=parameters['family']) else: prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) #predictors_weights=None diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index a26272a..2851e7f 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -176,7 +176,7 @@ def process(self, parameters, context, model_feedback): #'INPUT_RASTER_LAYER': parameters['Slope'], #'INPUT_EXTENT': parameters['Extension'], 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'] #'W':parameters['w'] #'INPUT_INT': parameters['BufferRadiousInPxl'], @@ -263,7 +263,7 @@ def roc(parameters): fpr1, tpr1, tresh1 = roc_curve(y_true,scores) norm=(scores-scores.min())/(scores.max()-scores.min()) r=roc_auc_score(y_true, scores) - + print(r,'!!!!!!') idx = np.argmax(tpr1 - fpr1) # x YOUDEN INDEX suscept01 = copy(scores) suscept01[scores > tresh1[idx]] = 1 diff --git a/sz_module/scripts/sz_train_cv_NN.py b/sz_module/scripts/sz_train_cv_NN.py index 913fa7b..9c98cbf 100644 --- a/sz_module/scripts/sz_train_cv_NN.py +++ b/sz_module/scripts/sz_train_cv_NN.py @@ -144,8 +144,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - print(cv_method[parameters['cv_method']]) - alg_params = { #'field1': parameters['field1'], 'testN':parameters['testN'], @@ -153,7 +151,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi':parameters['field1'], 'df':outputs['df'], 'cv_method':cv_method[parameters['cv_method']], - 'time':parameters['time'] + 'time':parameters['time'], + 'family':NN[parameters['algorithm']], } outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['algorithm']]]) diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py index 7907a2e..8070d58 100644 --- a/sz_module/scripts/sz_trans_NN.py +++ b/sz_module/scripts/sz_trans_NN.py @@ -190,7 +190,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'predictors_weights':outputs['predictors_weights'], 'nomi': parameters['field1'], - #'family':family[parameters['family']], + 'family':NN[parameters['algorithm']], #'field1':parameters['field1'], 'df':outputs['df_trans'] } From cb7487843f18b5ab9ace7f9470ecec1e5fd500f4 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 15 Nov 2024 12:52:40 +0100 Subject: [PATCH 46/91] update errors --- sz_module/scripts/sz_train_cv_GAM.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 99f46be..9a034bd 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -259,7 +259,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'df': outputs['df'], 'OUT':parameters['folder'], - 'file':parameters['folder']+'errors.csv' + 'file':parameters['folder']+'/errors.csv' } outputs['error_train']=SZ_utils.errors(alg_params) From 0fe40786f9da275518c5fac5c9e43df192604507 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 19 Nov 2024 15:38:20 +0100 Subject: [PATCH 47/91] gaussian errors solved --- sz_module/scripts/algorithms.py | 19 ++-- sz_module/scripts/sz_train_cv_GAM.py | 20 ++-- sz_module/scripts/sz_trans_GAM.py | 45 ++++----- sz_module/scripts/utils.py | 140 +++++++++++++++------------ 4 files changed, 127 insertions(+), 97 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a6b02a8..a17340b 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -3,7 +3,7 @@ from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.preprocessing import StandardScaler -from sklearn.model_selection import StratifiedKFold,LeaveOneOut,TimeSeriesSplit +from sklearn.model_selection import StratifiedKFold,LeaveOneOut,TimeSeriesSplit,KFold from sklearn.svm import SVC import pandas as pd import numpy as np @@ -120,7 +120,7 @@ def cross_validation(parameters,algorithm,classifier): CI={} cofl=[] df["SI"] = np.nan - df["CI"] = np.nan + #df["CI"] = np.nan coeff=None if parameters['cv_method']=='temporal_TSS' or parameters['cv_method']=='temporal_LOO' or parameters['cv_method']=='spacetime_LOO': train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) @@ -139,6 +139,7 @@ def cross_validation(parameters,algorithm,classifier): if parameters['testN']>1: train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) for i in range(iters_count): + print('cv: ',i) if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) #df.loc[test,'CI']=CI[i] @@ -176,10 +177,16 @@ def cv_method(parameters,df_scaled,df,nomi): X_train[i] = np.where(kmeans.labels_ != test[0])[0] X_test[i] = np.where(kmeans.labels_ == test[0])[0] elif parameters['cv_method']=='random': - method=StratifiedKFold(n_splits=parameters['testN']) - for i, (train, test) in enumerate(method.split(df_scaled, y)): - X_train[i]=train - X_test[i]=test + if parameters['family']=='gaussian': + method=KFold(n_splits=parameters['testN'],shuffle=True) + for i, (train, test) in enumerate(method.split(df_scaled, y)): + X_train[i]=train + X_test[i]=test + else: + method=StratifiedKFold(n_splits=parameters['testN']) + for i, (train, test) in enumerate(method.split(df_scaled, y)): + X_train[i]=train + X_test[i]=test elif parameters['cv_method']=='temporal_TSS': time_index=sorted(df[parameters['time']].unique()) method=TimeSeriesSplit(n_splits=len(time_index)-1) diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 9a034bd..c3d18f0 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -195,7 +195,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(1) if feedback.isCanceled(): return {} - + alg_params = { 'linear': parameters['field3'], 'continuous': parameters['field1'], @@ -212,7 +212,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(2) if feedback.isCanceled(): return {} - + alg_params = { 'testN':parameters['testN'], 'fold':parameters['folder'], @@ -234,7 +234,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(3) if feedback.isCanceled(): return {} - + if parameters['testN']>0: alg_params = { 'df': outputs['df'], @@ -246,7 +246,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None feedback.setCurrentStep(4) if feedback.isCanceled(): return {} - + if family[parameters['family']]=='binomial': alg_params = { 'test_ind': outputs['test_ind'], @@ -257,11 +257,17 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if family[parameters['family']]=='gaussian': alg_params = { + 'test_ind': outputs['test_ind'], 'df': outputs['df'], - 'OUT':parameters['folder'], - 'file':parameters['folder']+'/errors.csv' + 'OUT':parameters['folder'] + } + outputs['error_train']=SZ_utils.stamp_qq(alg_params) + + alg_params = { + 'df': outputs['df'], + 'OUT':parameters['folder'] } - outputs['error_train']=SZ_utils.errors(alg_params) + outputs['error_train']=SZ_utils.stamp_qq_fit(alg_params) results['out'] = parameters['out'] diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 51d7ffa..119b27c 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -283,29 +283,30 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } SZ_utils.stampfit(alg_params) - if family[parameters['family']]=='gaussian': - alg_params = { - 'df': outputs['trans'], - 'OUT':parameters['folder'], - 'file':parameters['folder']+'/errors_trans.csv' + # if family[parameters['family']]=='gaussian': + # alg_params = { + # 'df': outputs['trans'], + # 'OUT':parameters['folder'], + # 'file':parameters['folder']+'/errors_trans.csv' + + # } + # outputs['errors_trans']=SZ_utils.errors(alg_params) + + # alg_params = { + # 'df': outputs['df'], + # 'OUT':parameters['folder'], + # 'file':parameters['folder']+'/errors_train.csv' + # } + # print(parameters['folder']+'/errors_train.csv','daiiii') + # outputs['error_train']=SZ_utils.errors(alg_params) + + # alg_params = { + # 'df_train': outputs['df'], + # 'df_trans':outputs['trans'], + # 'OUT':parameters['folder'], + # } + # SZ_utils.stamp_qq_fit(alg_params) - } - outputs['errors_trans']=SZ_utils.errors(alg_params) - - alg_params = { - 'df': outputs['df'], - 'OUT':parameters['folder'], - 'file':parameters['folder']+'/errors_train.csv' - } - print(parameters['folder']+'/errors_train.csv','daiiii') - outputs['error_train']=SZ_utils.errors(alg_params) - - alg_params = { - 'df_train': outputs['df'], - 'df_trans':outputs['trans'], - 'OUT':parameters['folder'], - } - SZ_utils.stamp_qq(alg_params) feedback.setCurrentStep(6) if feedback.isCanceled(): diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index e4575be..058d214 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -106,6 +106,7 @@ def load_cv(directory,parameters): df=pd.DataFrame(gdp[parameters['nomi']+[parameters['time']]].copy()) else: df=pd.DataFrame(gdp[parameters['nomi']].copy()) + try: lsd=gdp[parameters['lsd']] try: @@ -233,48 +234,38 @@ def stamp_cv(parameters): def stamp_qq(parameters): print('plotting....') - df=parameters['df_train'] - df=df.dropna(subset=['SI']) - df_train=df['SI'] - - df=parameters['df_trans'] + df=parameters['df'] df=df.dropna(subset=['SI']) - df_trans=df['SI'] - - # Compute percentiles - percentiles_train = np.percentile(df_train, np.arange(0, 101, 1)) - percentiles_trans = np.percentile(df_trans, np.arange(0, 101, 1)) - - #print(max(np.concatenate((percentiles_train, percentiles_trans)))) + test_ind=parameters['test_ind'] + y_v=df['y'] + scores_v=df['SI'] - #ercentiles_train_norm = (percentiles_train - percentiles_train.min()) / (percentiles_train.max() - percentiles_train.min()) - #percentiles_trans_norm = (percentiles_trans - percentiles_trans.min()) / (percentiles_trans.max() - percentiles_trans.min()) - - max_val = max(np.max(percentiles_train), np.max(percentiles_trans)) - min_val = min(np.min(percentiles_train), np.min(percentiles_trans)) - x_buffer = (max_val - min_val) / 10 - - - # Plot percentiles - fig=plt.figure(figsize=(8, 6)) - plt.plot(percentiles_train,percentiles_trans, 'bo') - plt.plot([min_val-x_buffer, max_val+x_buffer], [min_val-x_buffer, max_val+x_buffer], 'k--') - - # Labels and title - - plt.xlim(min_val-x_buffer, max_val+x_buffer) - plt.ylim(min_val-x_buffer, max_val+x_buffer) - plt.xscale('log') - plt.yscale('log') - - ax = plt.gca() - ax.xaxis.set_major_formatter(ScalarFormatter()) - ax.yaxis.set_major_formatter(ScalarFormatter()) - plt.xlabel('log(Observed)') - plt.ylabel('log(Predicted)') - #plt.grid(True) - #plt.legend() - + fig, ax = plt.subplots(figsize=(11, 6)) + M=[] + m=[] + #plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') + print(len(test_ind)) + for i in range(len(test_ind)): + df_train=y_v[test_ind[i]] + df_trans=scores_v[test_ind[i]] + errors=SZ_utils.errors(df_train,df_trans) + # Compute percentiles + percentiles_train = np.percentile(df_train, np.arange(0, 101, 1)) + percentiles_trans = np.percentile(df_trans, np.arange(0, 101, 1)) + plt.scatter(percentiles_train, percentiles_trans,marker='o',s=3, alpha=0.6, label='QQ '+str(i+1)+' MAE = %0.2f, RMSE = %0.2f, R2 = %0.2f, PCC = %0.2f' %(errors[0], errors[1],errors[2],errors[3])) + M.append(max(max(percentiles_train),max(percentiles_trans))) + m.append(min(min(percentiles_train),min(percentiles_trans))) + MM=max(M) + mm=min(m) + plt.plot([mm, MM], [mm, MM], color='black', lw=2, linestyle='--') + #plt.xlim([0.0, 1.0]) + #plt.ylim([0.0, 1.05]) + ax.set_aspect('equal','box') + plt.xlabel('Observed') + plt.ylabel('Predicted') + plt.legend(loc='center left', bbox_to_anchor=(1, 0.5),fontsize='small') + plt.tight_layout() + #plt.show() print('QQ figure = ',parameters['OUT']+'/fig_qq.pdf') try: fig.savefig(parameters['OUT']+'/fig_qq.pdf') @@ -282,10 +273,41 @@ def stamp_qq(parameters): os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig_qq.pdf') + + def stamp_qq_fit(parameters): + print('plotting....') + df=parameters['df'].dropna(how='any',axis=0) + print(df.head()) + df_true=df['y'] + df_predict=df['SI'] + print(df_true,df_predict) + errors=SZ_utils.errors(df_true,df_predict) + percentiles_train = np.percentile(df_true, np.arange(0, 101, 1)) + percentiles_trans = np.percentile(df_predict, np.arange(0, 101, 1)) + + fig, ax = plt.subplots() + plt.scatter(percentiles_train, percentiles_trans,marker='o',s=3, alpha=0.5, label='QQ MAE = %0.2f, RMSE = %0.2f, R2 = %0.2f, PearsCorr = %0.2f' %(errors[0], errors[1],errors[2],errors[3])) + MM=np.max([np.max(percentiles_train),np.max(percentiles_trans)]) + mm=np.min([np.min(percentiles_train),np.min(percentiles_trans)]) + plt.plot([mm, MM], [mm, MM], color='black', lw=2, linestyle='--') + ax.set_aspect('equal','box') + plt.xlabel('Observed') + plt.ylabel('Predicted') + plt.legend(bbox_to_anchor =(0.5,-0.3), loc='lower center',fontsize='small') + plt.tight_layout() + print('QQ figure = ',parameters['OUT']+'/fig_qq_fit.pdf') + try: + fig.savefig(parameters['OUT']+'/fig_qq_fit.pdf') + except: + os.mkdir(parameters['OUT']) + fig.savefig(parameters['OUT']+'/fig_qq_fit.pdf') + + def save(parameters): print('writing output geopackage.....') df=parameters['df'] nomi=list(df.head()) + print(nomi) fields = QgsFields() for field in nomi: @@ -294,7 +316,7 @@ def save(parameters): if field=='geom': continue if field=='y': - fields.append(QgsField(field, QVariant.Int)) + fields.append(QgsField(field, QVariant.Double)) else: fields.append(QgsField(field, QVariant.Double)) @@ -340,28 +362,22 @@ def addmap(parameters): context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) - def errors(parameters): - df=parameters['df'] - nomi=list(df.head()) - y=df['y'] - predic=df['SI'] - min_absolute_error = np.min(np.abs(y - predic)) - rmse = np.sqrt(mean_squared_error(y, predic)) - r_squared = r2_score(y, predic) - pearson_coefficient, _ = pearsonr(y, predic) + def errors(y_true,predict): + min_absolute_error = mean_absolute_error(y_true, predict) + rmse = np.sqrt(mean_squared_error(y_true, predict)) + r_squared = r2_score(y_true, predict) + pearson_coefficient, _ = pearsonr(y_true, predict) errors=[min_absolute_error,rmse,r_squared,pearson_coefficient] - - output_file = parameters['file'] - - with open(output_file, mode='w', newline='') as file: - writer = csv.writer(file) - # Write header - writer.writerow(["Metric", "Value"]) - # Write data - writer.writerow(["Minimum Absolute Error", min_absolute_error]) - writer.writerow(["RMSE", rmse]) - writer.writerow(["R-squared", r_squared]) - writer.writerow(["Pearson Coefficient", pearson_coefficient]) + # output_file = filename + # with open(output_file, mode='w', newline='') as file: + # writer = csv.writer(file) + # # Write header + # writer.writerow(["Metric", "Value"]) + # # Write data + # writer.writerow(["Minimum Absolute Error", min_absolute_error]) + # writer.writerow(["RMSE", rmse]) + # writer.writerow(["R-squared", r_squared]) + # writer.writerow(["Pearson Coefficient", pearson_coefficient]) return(errors) def check_validity(parameters): From 16ee17f31c7704cbd740a985788ab06fe392fc0c Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 25 Nov 2024 10:17:27 +0100 Subject: [PATCH 48/91] update NN stamp --- sz_module/scripts/sz_train_cv_NN.py | 37 +++++++++++++++++++---------- sz_module/scripts/sz_trans_NN.py | 8 +++---- 2 files changed, 28 insertions(+), 17 deletions(-) diff --git a/sz_module/scripts/sz_train_cv_NN.py b/sz_module/scripts/sz_train_cv_NN.py index 9c98cbf..3a9c922 100644 --- a/sz_module/scripts/sz_train_cv_NN.py +++ b/sz_module/scripts/sz_train_cv_NN.py @@ -97,8 +97,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) - if parameters['algorithm'] is None: + parameters['family'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) @@ -152,10 +152,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'df':outputs['df'], 'cv_method':cv_method[parameters['cv_method']], 'time':parameters['time'], - 'family':NN[parameters['algorithm']], + 'family':NN[parameters['family']], } - outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['algorithm']]]) + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['family']]]) feedback.setCurrentStep(2) if feedback.isCanceled(): @@ -173,16 +173,27 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - alg_params = { - 'test_ind': outputs['test_ind'], - 'df': outputs['df'], - 'OUT':parameters['folder'] - } - SZ_utils.stamp_cv(alg_params) + if NN[parameters['family']]=='MLP_classifier': + alg_params = { + 'test_ind': outputs['test_ind'], + 'df': outputs['df'], + 'OUT':parameters['folder'] + } + SZ_utils.stamp_cv(alg_params) + + if NN[parameters['family']]=='MLP_regressor': + alg_params = { + 'test_ind': outputs['test_ind'], + 'df': outputs['df'], + 'OUT':parameters['folder'] + } + outputs['error_train']=SZ_utils.stamp_qq(alg_params) - feedback.setCurrentStep(4) - if feedback.isCanceled(): - return {} + alg_params = { + 'df': outputs['df'], + 'OUT':parameters['folder'] + } + outputs['error_train']=SZ_utils.stamp_qq_fit(alg_params) results['out'] = parameters['out'] diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py index 8070d58..6ca9425 100644 --- a/sz_module/scripts/sz_trans_NN.py +++ b/sz_module/scripts/sz_trans_NN.py @@ -98,8 +98,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) - if parameters['algorithm'] is None: + parameters['family'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) source1 = self.parameterAsVectorLayer(parameters, self.INPUT1, context) @@ -169,7 +169,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'cv_method':'', } - outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['algorithm']]]) + outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['family']]]) feedback.setCurrentStep(2) if feedback.isCanceled(): @@ -190,7 +190,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'predictors_weights':outputs['predictors_weights'], 'nomi': parameters['field1'], - 'family':NN[parameters['algorithm']], + 'family':NN[parameters['family']], #'field1':parameters['field1'], 'df':outputs['df_trans'] } From 108db950196a805b9ad649a5561e573740a39a73 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 25 Nov 2024 10:18:12 +0100 Subject: [PATCH 49/91] .env --- sz_module/.env | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sz_module/.env b/sz_module/.env index e35e7dc..924cb2f 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=True +DEBUG=False PLUGIN_NAME=SZ \ No newline at end of file From 19c1b2ff3bbbe28759a5a785bc9ba63da9488271 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 25 Nov 2024 10:58:31 +0100 Subject: [PATCH 50/91] update MLPregressor log scale --- sz_module/scripts/algorithms.py | 7 +------ sz_module/scripts/sz_train_cv_GAM.py | 8 ++++---- sz_module/scripts/sz_train_cv_ML.py | 2 -- sz_module/scripts/sz_train_cv_NN.py | 9 +++++++++ sz_module/scripts/sz_trans_GAM.py | 8 ++++---- sz_module/scripts/sz_trans_NN.py | 12 +++++++++++- sz_module/scripts/utils.py | 12 +++++++----- 7 files changed, 36 insertions(+), 22 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index a17340b..c190aab 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -95,9 +95,7 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) #♂GAM_utils.GAM_save(gam,prob,fold,nomi,filename) GAM_utils.GAM_save(gam,fold,filename) - - print('2') - + #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) CI=[] return prob,CI,gam @@ -163,7 +161,6 @@ def cross_validation(parameters,algorithm,classifier): df.loc[test,'SI']=prob[0] test_ind[0]=test - print('3') return prob,test_ind,predictors_weights def cv_method(parameters,df_scaled,df,nomi): @@ -495,9 +492,7 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): XX = gam.generate_X_grid(term=i,meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) ax3d=fig3.subplots() - print(len(XX[0]),len(XX[0]),len(Z)) x, y = np.meshgrid(XX[0], XX[1]) - print(len(x),len(y),len(Z)) mesh = ax3d.pcolormesh(XX[0], XX[1], Z, cmap='viridis', shading='auto') cbar=plt.colorbar(mesh, ax=ax3d) cbar.set_label('Partial Effect', fontsize=16) # Increase colorbar label font size diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index c3d18f0..6193eeb 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -84,7 +84,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None family={'0':'binomial','1':'gaussian'} cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} - gauss_scale={'0':'linear scale','1':'log scale'} + scale={'0':'linear_scale','1':'log_scale'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -114,8 +114,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - parameters['gauss_scale'] = self.parameterAsString(parameters, self.STRING7, context) - if parameters['gauss_scale'] is None: + parameters['scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['scale'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) parameters['var_interaction_A'] = self.parameterAsFields(parameters, self.STRING8, context) @@ -187,7 +187,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], 'time':parameters['time'], - 'gauss_scale':gauss_scale[parameters['gauss_scale']], + 'scale':scale[parameters['scale']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/sz_train_cv_ML.py b/sz_module/scripts/sz_train_cv_ML.py index 1867e78..4281017 100644 --- a/sz_module/scripts/sz_train_cv_ML.py +++ b/sz_module/scripts/sz_train_cv_ML.py @@ -144,8 +144,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - print(cv_method[parameters['cv_method']]) - alg_params = { #'field1': parameters['field1'], 'testN':parameters['testN'], diff --git a/sz_module/scripts/sz_train_cv_NN.py b/sz_module/scripts/sz_train_cv_NN.py index 3a9c922..22d11dc 100644 --- a/sz_module/scripts/sz_train_cv_NN.py +++ b/sz_module/scripts/sz_train_cv_NN.py @@ -65,6 +65,7 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'NN algorithm', options=['MLP Classifier','MLP Regressor'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for MLPRegressor only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue='linear scale',optional=True)) self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) @@ -80,6 +81,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} NN={'0':'MLP_classifier','1':'MLP_regressor'} + scale={'0':'linear_scale','1':'log_scale'} + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -101,6 +104,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + parameters['scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['scale'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['cv_method'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) @@ -135,7 +142,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['covariates'], 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], + 'family':NN[parameters['family']], 'time':parameters['time'], + 'scale':scale[parameters['scale']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 119b27c..588e567 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -82,7 +82,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None outputs = {} family={'0':'binomial','1':'gaussian'} - gauss_scale={'0':'linear scale','1':'log scale'} + scale={'0':'linear_scale','1':'log_scale'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -108,8 +108,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - parameters['gauss_scale'] = self.parameterAsString(parameters, self.STRING7, context) - if parameters['gauss_scale'] is None: + parameters['scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['scale'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) parameters['var_interaction_A'] = self.parameterAsFields(parameters, self.STRING8, context) @@ -166,7 +166,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'lsd' : parameters['fieldlsd'], 'family':family[parameters['family']], - 'gauss_scale':gauss_scale[parameters['gauss_scale']], + 'scale':scale[parameters['scale']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py index 6ca9425..0685ccd 100644 --- a/sz_module/scripts/sz_trans_NN.py +++ b/sz_module/scripts/sz_trans_NN.py @@ -65,6 +65,8 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'NN algorithm', options=['MLP Classifier','MLP Regressor'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) + self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for MLPRegressor only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue='linear scale',optional=True)) + #self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) #self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) #self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) @@ -81,6 +83,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None #cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} NN={'0':'MLP_classifier','1':'MLP_regressor'} + scale={'0':'linear_scale','1':'log_scale'} + source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() @@ -102,6 +106,10 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) + parameters['scale'] = self.parameterAsString(parameters, self.STRING7, context) + if parameters['scale'] is None: + raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING7)) + source1 = self.parameterAsVectorLayer(parameters, self.INPUT1, context) parameters['input1']=source1.source() if parameters['input1'] is None: @@ -179,7 +187,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['input1'], 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], - #'family':family[parameters['family']] + 'family':NN[parameters['family']], + 'time':parameters['time'], + 'scale':scale[parameters['scale']], } outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index 058d214..f8e03cc 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -112,8 +112,14 @@ def load_cv(directory,parameters): try: if parameters['family']=='binomial': lsd[lsd>0]=1 - elif parameters['family']=='gaussian' and parameters['gauss_scale']=='log scale': + elif parameters['family']=='gaussian' and parameters['scale']=='log_scale': lsd[lsd>0]=np.log(lsd[lsd>0]) + elif parameters['family']=='gaussian' and parameters['scale']=='linear_scale': + print('do nothing') + elif parameters['family']=='MLP_regressor' and parameters['scale']=='log_scale': + lsd[lsd>0]=np.log(lsd[lsd>0]) + elif parameters['family']=='MLP_regressor' and parameters['scale']=='linear_scale': + print('do nothing') except: lsd[lsd>0]=1 df['y']=lsd#.astype(int) @@ -244,7 +250,6 @@ def stamp_qq(parameters): M=[] m=[] #plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') - print(len(test_ind)) for i in range(len(test_ind)): df_train=y_v[test_ind[i]] df_trans=scores_v[test_ind[i]] @@ -277,10 +282,8 @@ def stamp_qq(parameters): def stamp_qq_fit(parameters): print('plotting....') df=parameters['df'].dropna(how='any',axis=0) - print(df.head()) df_true=df['y'] df_predict=df['SI'] - print(df_true,df_predict) errors=SZ_utils.errors(df_true,df_predict) percentiles_train = np.percentile(df_true, np.arange(0, 101, 1)) percentiles_trans = np.percentile(df_predict, np.arange(0, 101, 1)) @@ -307,7 +310,6 @@ def save(parameters): print('writing output geopackage.....') df=parameters['df'] nomi=list(df.head()) - print(nomi) fields = QgsFields() for field in nomi: From 107928a9bb59f3bf7993fc7d5adf4302eae0f773 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 26 Nov 2024 11:37:05 +0100 Subject: [PATCH 51/91] update trans --- sz_module/scripts/sz_trans_GAM.py | 12 ++++++------ sz_module/scripts/sz_trans_ML.py | 10 +++++----- sz_module/scripts/sz_trans_NN.py | 19 ++++++++++--------- 3 files changed, 21 insertions(+), 20 deletions(-) diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index 588e567..e104588 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -276,12 +276,12 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - if family[parameters['family']]=='binomial': - alg_params = { - 'df': outputs['trans'], - 'OUT':parameters['folder'] - } - SZ_utils.stampfit(alg_params) + # if family[parameters['family']]=='binomial': + # alg_params = { + # 'df': outputs['trans'], + # 'OUT':parameters['folder'] + # } + # SZ_utils.stampfit(alg_params) # if family[parameters['family']]=='gaussian': # alg_params = { diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py index dd784c5..7dfd25e 100644 --- a/sz_module/scripts/sz_trans_ML.py +++ b/sz_module/scripts/sz_trans_ML.py @@ -222,11 +222,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - alg_params = { - 'df': outputs['trans'], - 'OUT':parameters['folder'] - } - SZ_utils.stampfit(alg_params) + # alg_params = { + # 'df': outputs['trans'], + # 'OUT':parameters['folder'] + # } + # SZ_utils.stampfit(alg_params) results['out'] = parameters['out'] diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py index 0685ccd..27e27c5 100644 --- a/sz_module/scripts/sz_trans_NN.py +++ b/sz_module/scripts/sz_trans_NN.py @@ -155,7 +155,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'INPUT_VECTOR_LAYER': parameters['covariates'], 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], - #'time':parameters['time'], + 'family':NN[parameters['family']], + 'scale':scale[parameters['scale']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -172,8 +173,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'fold':parameters['folder'], 'nomi':parameters['field1'], 'df':outputs['df'], - #'cv_method':cv_method[parameters['cv_method']], - #'time':parameters['time'] + 'family':NN[parameters['family']], 'cv_method':'', } @@ -188,7 +188,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], 'family':NN[parameters['family']], - 'time':parameters['time'], + #'time':parameters['time'], 'scale':scale[parameters['scale']], } outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) @@ -232,11 +232,12 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - alg_params = { - 'df': outputs['trans'], - 'OUT':parameters['folder'] - } - SZ_utils.stampfit(alg_params) + # if NN[parameters['family']]=='MLP_classifier': + # alg_params = { + # 'df': outputs['trans'], + # 'OUT':parameters['folder'] + # } + # SZ_utils.stampfit(alg_params) results['out'] = parameters['out'] From 187b5e7eed8f8821124c4c5affd6ed58d40b9cc3 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Fri, 6 Dec 2024 08:44:16 +0100 Subject: [PATCH 52/91] update interaction plot --- sz_module/scripts/algorithms.py | 236 +++++++++++++++++--------------- 1 file changed, 128 insertions(+), 108 deletions(-) diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index c190aab..7772194 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -331,106 +331,117 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): ########################################################################not scaled - # fig = plt.figure(figsize=(15,15)) - # for i, term in enumerate(gam.terms): - # if term.isintercept: - # continue - # X=np.array([min(df.iloc[:, i])]) - # m=np.min(df.iloc[:, i]) - # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) - # for n in range(len(df[GAM_sel[i]])-1): - # X=np.append(X,m+interval) - # m=m+interval - - # ## - # if isinstance(gam.terms[i], terms.FactorTerm): - # ax=fig.add_subplot(rows, 3, i+1) - # ## - # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - # ## - # x=df[GAM_sel[i]].unique() - # y=[] - # y1=[] - # y2=[] + fig = plt.figure(figsize=(15,15)) + for i, term in enumerate(gam.terms): + if term.isintercept: + continue + X=np.array([min(df.iloc[:, i])]) + m=np.min(df.iloc[:, i]) + interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(len(df[GAM_sel[i]])-1) + for n in range(len(df[GAM_sel[i]])-1): + X=np.append(X,m+interval) + m=m+interval + + ## + if isinstance(gam.terms[i], terms.FactorTerm): + ax=fig.add_subplot(rows, 3, i+1) + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + x=df[GAM_sel[i]].unique() + y=[] + y1=[] + y2=[] - # for j in range(len(df[GAM_sel[i]].unique())): - # pdep_unq=np.unique(pdep) - # confi025_unq=np.unique(confi[:,0]) - # confi095_unq=np.unique(confi[:,1]) - # y.append(pdep_unq[j]) - # y1.append(confi025_unq[j]) - # y2.append(confi095_unq[j]) + for j in range(len(df[GAM_sel[i]].unique())): + pdep_unq=np.unique(pdep) + confi025_unq=np.unique(confi[:,0]) + confi095_unq=np.unique(confi[:,1]) + y.append(pdep_unq[j]) + y1.append(confi025_unq[j]) + y2.append(confi095_unq[j]) - # paired_xy = list(zip(x, y, y1, y2)) - # paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) - # x, y, y1, y2= zip(*paired_vectors_sorted) - - # ax.plot(x,y1,'o', c='gray') - # ax.plot(x,y2,'o', c='gray') - # ax.plot(x,y,'o', c='blue') - # ax.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) - # ax.set_xlabel(GAM_sel[i]) - # ax.set_ylabel('Partial Effect') - # ax.set_ylim(MIN,MAX) - # continue + paired_xy = list(zip(x, y, y1, y2)) + paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) + x, y, y1, y2= zip(*paired_vectors_sorted) + + ax.plot(x,y1,'o', c='gray') + ax.plot(x,y2,'o', c='gray') + ax.plot(x,y,'o', c='blue') + ax.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) + continue - # elif isinstance(gam.terms[i], terms.LinearTerm): - # ax=fig.add_subplot(rows, 3, i+1) - # ## - # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - # ## - # ax.plot(X, pdep, c='blue') - # ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - # ax.set_xlabel(GAM_sel[i]) - # ax.set_ylabel('Partial Effect') - # ax.set_ylim(MIN,MAX) - # continue + elif isinstance(gam.terms[i], terms.LinearTerm): + ax=fig.add_subplot(rows, 3, i+1) + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + ax.plot(X, pdep, c='blue') + ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) + continue - # elif isinstance(gam.terms[i], terms.TensorTerm): - - # X0=np.array([min(df.iloc[:, i])]) - # m=np.min(df.iloc[:, i]) - # interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) - # for n in range(100-1): - # X0=np.append(X0,m+interval) - # m=m+interval + elif isinstance(gam.terms[i], terms.TensorTerm): + + X0=np.array([min(df.iloc[:, i])]) + m=np.min(df.iloc[:, i]) + interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) + for n in range(100-1): + X0=np.append(X0,m+interval) + m=m+interval - # X1=np.array([min(df.iloc[:, i+1])]) - # m=np.min(df.iloc[:, i+1]) - # interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) - # for n in range(100-1): - # X1=np.append(X1,m+interval) - # m=m+interval - - # fig2=plt.figure(figsize=(12,10)) - # XX = gam.generate_X_grid(term=i,meshgrid=True) - # Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - # ax3d=fig2.subplots() - # x, y = np.meshgrid(X0, X1) - # mesh = ax3d.pcolormesh(x, y, Z, cmap='viridis', shading='auto') - # plt.colorbar(mesh, ax=ax3d, label='Partial Effect') - # ax3d.set_xlabel(GAM_sel[i]) - # ax3d.set_ylabel(GAM_sel[i+1]) - # fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') - - # continue - - # elif isinstance(gam.terms[i], terms.SplineTerm): - # ax=fig.add_subplot(rows, 3, i+1) - # ## - # XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) - # pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - # ## - # ax.plot(X, pdep, c='blue') - # ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) - # ax.set_xlabel(GAM_sel[i]) - # ax.set_ylabel('Partial Effect') - # ax.set_ylim(MIN,MAX) - # continue - - # fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') + X1=np.array([min(df.iloc[:, i+1])]) + m=np.min(df.iloc[:, i+1]) + interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) + for n in range(100-1): + X1=np.append(X1,m+interval) + m=m+interval + + fig2 = plt.figure(figsize=(8, 8)) + XX = gam.generate_X_grid(term=i, meshgrid=True) + Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) + ax3d = fig2.subplots() + mesh = ax3d.pcolormesh(X0, X1, np.transpose(Z), cmap='viridis', shading='auto') + ax3d.set_aspect('equal', adjustable='datalim') + + # Colorbar + bbox = ax3d.get_position() + x0, y0, x1, y1 = bbox.x0, bbox.y0, bbox.x1, bbox.y1 + width = x1 - x0 + height = y1 - y0 + cbar_ax = fig2.add_axes([x1+0.03, y0, 0.03, height]) + cbar = plt.colorbar(mesh, cax=cbar_ax) + cbar.set_label('Partial Effect', fontsize=16) + cbar.ax.tick_params(labelsize=16) + + # Axis labels + ax3d.set_xlabel(GAM_sel[i], fontsize=16) + ax3d.set_ylabel(GAM_sel[i + 1], fontsize=16) + ax3d.tick_params(labelsize=14) + fig2.savefig(fold+'/Model_covariates_interaction'+filename+'.pdf', bbox_inches='tight') + continue + + elif isinstance(gam.terms[i], terms.SplineTerm): + ax=fig.add_subplot(rows, 3, i+1) + ## + XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) + pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) + ## + ax.plot(X, pdep, c='blue') + ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) + ax.set_xlabel(GAM_sel[i]) + ax.set_ylabel('Partial Effect') + ax.set_ylim(MIN,MAX) + continue + + fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') @@ -440,9 +451,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): if term.isintercept: continue - - #ax1=fig1.add_subplot(rows, 3, i+1) - if isinstance(gam.terms[i], terms.FactorTerm): ax1=fig1.add_subplot(rows, 3, i+1) ## @@ -488,19 +496,31 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue elif isinstance(gam.terms[i], terms.TensorTerm): - fig3=plt.figure(figsize=(12,10)) - XX = gam.generate_X_grid(term=i,meshgrid=True) + fig3 = plt.figure(figsize=(8, 8)) + XX = gam.generate_X_grid(term=i, meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) - ax3d=fig3.subplots() - x, y = np.meshgrid(XX[0], XX[1]) + ax3d = fig3.subplots() mesh = ax3d.pcolormesh(XX[0], XX[1], Z, cmap='viridis', shading='auto') - cbar=plt.colorbar(mesh, ax=ax3d) - cbar.set_label('Partial Effect', fontsize=16) # Increase colorbar label font size + ax3d.set_aspect('equal', adjustable='datalim') # Ensure square graph area + + # Colorbar + bbox = ax3d.get_position() + x0, y0, x1, y1 = bbox.x0, bbox.y0, bbox.x1, bbox.y1 + width = x1 - x0 + height = y1 - y0 + cbar_ax = fig3.add_axes([x1+0.03, y0, 0.03, height]) + cbar = plt.colorbar(mesh, cax=cbar_ax) + cbar.set_label('Partial Effect', fontsize=16) cbar.ax.tick_params(labelsize=16) - ax3d.set_xlabel(GAM_sel[i], fontsize=16) # Increase x-axis label font size - ax3d.set_ylabel(GAM_sel[i+1], fontsize=16) - ax3d.tick_params(axis='both', which='major', labelsize=14) - fig3.savefig(fold+'/Model_covariates_interaction_scaled'+filename+'.pdf', bbox_inches='tight') + + # Axis labels + ax3d.set_xlabel(GAM_sel[i], fontsize=16) + ax3d.set_ylabel(GAM_sel[i + 1], fontsize=16) + ax3d.tick_params(labelsize=14) + + # Save the figure + fig3.savefig(fold + '/Model_covariates_interaction_scaled' + filename + '.pdf', bbox_inches='tight') + continue elif isinstance(gam.terms[i], terms.SplineTerm): From c2c92badebd8587ed9eeba2866ee0eca369937b9 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 6 Dec 2024 09:06:14 +0100 Subject: [PATCH 53/91] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f485a8d..511d791 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ # Susceptibility Zoning plugin (SZ) +The latest version of docs is available on: https://sz-docs.readthedocs.io ## Introduction From 934a3c56a346c9504339f63dab85aa77cf8090e1 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 6 Dec 2024 18:41:31 +0100 Subject: [PATCH 54/91] Update README.md --- README.md | 72 ++++++++++++++++++++++++++++++++----------------------- 1 file changed, 42 insertions(+), 30 deletions(-) diff --git a/README.md b/README.md index f485a8d..1104c79 100644 --- a/README.md +++ b/README.md @@ -1,23 +1,32 @@ # Susceptibility Zoning plugin (SZ) +The latest plugin docs are available to: https://sz-docs.readthedocs.io + +Plugin repository: https://github.com/SZtools/SZ-plugin ## Introduction -This repository contains the code for a plugin for [QGIS](https://www.qgis.org), called "Susceptibility Zoning plugin" (SZ-plugin), aiming at creating maps of susceptibility to various natural forcing elements. +This repository contains the code for a [QGIS](https://www.qgis.org) plugin, called "Susceptibility Zoning plugin" (SZ-plugin), aiming at creating maps of susceptibility to various natural forcing elements. The plugin has been developed with a main focus and application towards landslides susceptibility, but it can be applied to different types of natural events or inter-disciplinary applications. -The plugin uses several type of statistical model for susceptibility evaluation, such as: +The plugin uses several type of statistical, machine learning models for susceptibility evaluation, such as: + +* Generalized Additive Model with two distributions: Binomial, Gaussian (see [pygam](https://pygam.readthedocs.io)) +* Decision Tree (see [scikit-learn](https://scikit-learn.org/)) +* Support Vector Machine (see [scikit-learn](https://scikit-learn.org/)) +* Random Forest (see [scikit-learn](https://scikit-learn.org/)) +* Multi-layer Perceptron as classifier and regressor (see [scikit-learn](https://scikit-learn.org/)) -* Weight of Evidence -* Frequency Ratio -* Logistic Regression -* Decision Tree -* Support Vector Machine -* Random Forest +The plugin allows the user to perform spatial and temporal analysis implementing space-time cross-validation (CV) methods: -The plugin allows to cross-validate the results by simple random selection of test/train samples or allows to cross-validate by k-fold cross-validation method. +* Kfold CV (see [scikit-learn](https://scikit-learn.org/)) +* Spatial CV (see [Elia et al., 2023](https://doi.org/10.1016/j.scitotenv.2023.165289)) +* Time Series Split temporal-CV (see [scikit-learn](https://scikit-learn.org/)) +* Leave One Out temporal-CV (see [scikit-learn](https://scikit-learn.org/)) +* Space-time CV (Leave One Out/Spatial CV) +Moreover the plugin allows the user to run space-time transferability with all the models implemented. ## Installation @@ -25,26 +34,22 @@ The SZ plugin is not an official QGIS plugin. #### Minimum requirements -Minimum tested version of QGIS is 3.28 - Tested on: * Ubuntu 20.04 - QGIS 3.34 +* Ubuntu 22.04 - QGIS 3.34 * Windows 10 - QGIS 3.28/QGIS 3.34 * MacOS Sonoma 14.4 - QGIS 3.28 #### Download and install It can be installed on QGIS >= 3.28 adding the Plugin Repository to QGIS ```manage and install plugins```: -- flag ```show also experimental plugins``` - - - add plugin repository -- edit repository and add [https://sztools.github.io/SZ/sz.xml](https://sztools.github.io/SZ/sz.xml) (THIS REPOSITORY IS TEMPORARY) +- edit repository and add [https://sztools.github.io/SZ/sz.xml](https://sztools.github.io/SZ/sz.xml)

@@ -72,20 +77,19 @@ At the end you should have the SZ plugin in your processing toolbox ### GUI -The functions are grouped into 3 cathegories: +The functions are grouped into 4 cathegories: + * _Data preparation_ -* _SI_ -* _SI k-fold_ +* _Modelling_ +* _SI transfer_ * _Classify SI_ -_Data preparation_ functions can be used for data pre-processing -_SI_ functions run the statistic models for susceptibility, cross-validate by a simple random selection of train/test samples and evaluate the prediction capacity by ROC curves -_SI k-fold_ functions run the statistic models for susceptibility, cross-validate by k-fold method and evaluate the prediction capacity by ROC curves -_Classify SI_ functions allows to cathegorize the susceptibility index into _n_ classes on the base of AUC maximization. - -### Input data of SI and SI k-fold functions +* _Data preparation_ functions can be used for data pre-processing +* _Modelling_ functions run the statistic models (_Statistical tools_) and machine learning models (_Machine Learning tools_ / _Neural Network tools_) for susceptibility, cross-validate and evaluate the results by several metrics: ROC (AUC), F1 score, Choen's kappa index, Root Meet Square Error, Mean Absolute Error, Squared R, Pearson Correlation +* _SI transfer_ functions run the statistic models (_Statistical tools_) and machine learning models (_Machine Learning tools_ / _Neural Network tools_) for susceptibility, and apply transfer learning in time and space. +* _Classify SI_ functions allows the user to cathegorize the susceptibility index, to run ROC analysis and to perform Confusion Matrix. -Input data for SI k-fold or SI functions should be a vector layer with a number of fields for independet variables ans a field for the dependent variable classified binomially: 0 for absence, >0 for presence. +All the functions run vector analysis @@ -100,13 +104,17 @@ A dataset and QGIS project are available in [test](./test_data) folder to test t ## Third-part libraries and plugins used -* [Scikit-learn](https://scikit-learn.org/stable/index.html) -* [libpysal](https://pysal.org/libpysal/) +* [scikit-learn](https://scikit-learn.org/stable/index.html) +* pygam +* pandas +* shapely +* fiona +* seaborn ## Tutorial -video tutorial: https://www.youtube.com/watch?v=XpsiCkVF11s +video tutorial SZ v1.x: https://www.youtube.com/watch?v=XpsiCkVF11s ## Application @@ -134,9 +142,13 @@ Titti, Giacomo, Sarretta, Alessandro, Crema, Stefano, Pasuto, Alessandro, & Borg ## Credits -Giacomo Titti, Alessandro Sarretta and Luigi Lombardo, Padova, November 2021 +v1.x: Giacomo Titti, Alessandro Sarretta and Luigi Lombardo, Padova, November 2021 + +please cite: Titti G, Sarretta A, Lombardo L, Crema S, Pasuto A and Borgatti L (2022) Mapping Susceptibility With Open-Source Tools: A New Plugin for QGIS. Front. Earth Sci. 10:842425. doi: 10.3389/feart.2022.842425 + +v2.x: Giacomo Titti, Luigi Lombardo, Liwei Hu, Pietro Festi, Letizia Elia, Bologna, December 2024 -please cite as: Giacomo Titti, Alessandro Sarretta and Luigi Lombardo. (2021). CNR-IRPI-Padova/SZ: SZ plugin (Version v1.0). Zenodo. +please cite: xxx ## Contacts If you have any problem, please write to giacomotitti@gmail.com or create new issue [here](https://github.com/SZtools/SZ-plugin/issues) From 9abd7da5a3247fa334ccd485deadd9815dc563e3 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 6 Dec 2024 18:42:57 +0100 Subject: [PATCH 55/91] Delete images/gui.png --- images/gui.png | Bin 32877 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 images/gui.png diff --git a/images/gui.png b/images/gui.png deleted file mode 100644 index 593a4317f7200d52acf856c7b54193c44a1fba2e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 32877 zcmaI7WmH^2w=D|6-6cRn2pZfS8VK(0?(Xgc2~Kc#cWGQha1ZWo!KHD1{hfQyc;k$B z@7sU6t7`ADYgetRwdS0wB9#;*(U6Idp`f79q@~1EprD{5prAg9Ai_gx^yIz{Lw;ag zMWxjcA(tPb8Ke>FvzxeT<>2d$#Wqo35s%X87wCrmrrs!+P zp*FWLBKZJV`V*vx2%>}(LRnA?3VEG?qMJqwI`2jP zf(>+=KUhMfNfPo-S5XUAr2lk+fPf%v4;>#LA4==A8E%I3TJ3Y>yFG5+CHhX0G63ms 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plugin has been developed with a main focus and application towards landslid The plugin uses several type of statistical, machine learning models for susceptibility evaluation, such as: * Generalized Additive Model with two distributions: Binomial, Gaussian (see [pygam](https://pygam.readthedocs.io)) -* Decision Tree (see [scikit-learn](https://scikit-learn.org/)) -* Support Vector Machine (see [scikit-learn](https://scikit-learn.org/)) -* Random Forest (see [scikit-learn](https://scikit-learn.org/)) -* Multi-layer Perceptron as classifier and regressor (see [scikit-learn](https://scikit-learn.org/)) +* Decision Tree (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html)) +* Support Vector Machine (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html)) +* Random Forest (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html#sklearn.ensemble.RandomForestClassifier)) +* Multi-layer Perceptron as classifier (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html#sklearn.neural_network.MLPClassifier)) and regressor (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html#sklearn.neural_network.MLPRegressor)) The plugin allows the user to perform spatial and temporal analysis implementing space-time cross-validation (CV) methods: -* Kfold CV (see [scikit-learn](https://scikit-learn.org/)) +* Kfold CV (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html)) * Spatial CV (see [Elia et al., 2023](https://doi.org/10.1016/j.scitotenv.2023.165289)) -* Time Series Split temporal-CV (see [scikit-learn](https://scikit-learn.org/)) -* Leave One Out temporal-CV (see [scikit-learn](https://scikit-learn.org/)) +* Time Series Split temporal-CV (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html)) +* Leave One Out temporal-CV (see [scikit-learn](https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneOut.html)) * Space-time CV (Leave One Out/Spatial CV) Moreover the plugin allows the user to run space-time transferability with all the models implemented. @@ -92,6 +92,23 @@ The functions are grouped into 4 cathegories: All the functions run vector analysis + +### Usage + +#### Modelling - Statistical Tools + + + +* 1 select the vecor layer to be used as parent layer in the variable selection +* 2 select the independent variabled from the fields of the input layer. Possible format: linear, ordinal (spline fitted), tensors, cathegorical (integer and continuous from 1 to n) +* 3 select the distribution: gaussian or binomial +* 4 if the distribution selected is binomial, all the variables are scaled with a standard scaler. The scale selection is necessary only for gaussian distribution linear (standard scaler) or logaritmic +* 5 select the independent variable. In case of bionomial selection the variable is 0/1, otherwise an ordinal 0/1....n +* 6 select one of the possible CV method +* 7 in case of TSS or LOO or space-time CV selection the Time field is necessary +* 8 K value selection in case of random, spatial and space-time CV. 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README.md | 34 ++++++++++++++++++++++++++++++++-- 1 file changed, 32 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ba43a2b..1607e21 100644 --- a/README.md +++ b/README.md @@ -95,6 +95,20 @@ All the functions run vector analysis ### Usage +#### Modelling - Machine Learning tools + + + +* 1 select the vecor layer to be used as parent layer in the variable selection +* 2 select the independent variabled from the fields of the input layer. Possible format: linear, ordinal (spline fitted), tensors, cathegorical (integer and continuous from 1 to n) +* 3 select the dependent variable. In case of bionomial selection the variable is 0/1, otherwise an ordinal n_1...n_m +* 4 select the algorithm: SVC, DT, RF +* 5 select one of the possible CV method +* 6 in case of TSS or LOO or space-time CV selection the Time field is necessary +* 7 K value selection in case of random, spatial and space-time CV. If k is equal to 1 then a fitting analysis will be conducted +* 8 set the vector file destination +* 9 set the folder destination for the weights, partial effects, plots and metrics outputs + #### Modelling - Statistical Tools @@ -102,13 +116,29 @@ All the functions run vector analysis * 1 select the vecor layer to be used as parent layer in the variable selection * 2 select the independent variabled from the fields of the input layer. Possible format: linear, ordinal (spline fitted), tensors, cathegorical (integer and continuous from 1 to n) * 3 select the distribution: gaussian or binomial -* 4 if the distribution selected is binomial, all the variables are scaled with a standard scaler. The scale selection is necessary only for gaussian distribution linear (standard scaler) or logaritmic -* 5 select the independent variable. In case of bionomial selection the variable is 0/1, otherwise an ordinal 0/1....n +* 4 if the distribution selected is binomial, all the variables are scaled with a standard scaler. The scale selection is necessary only for gaussian distribution: linear (standard scaler) or logaritmic +* 5 select the dependent variable. In case of bionomial selection the variable is 0/1, otherwise an ordinal n_1...n_m +* 6 select one of the possible CV method +* 7 in case of TSS or LOO or space-time CV selection the Time field is necessary +* 8 K value selection in case of random, spatial and space-time CV. If k is equal to 1 then a fitting analysis will be conducted +* 9 set the vector file destination +* 10 set the folder destination for the weights, partial effects, plots and metrics outputs* + +#### Modelling - Neural Network Tools + + + +* 1 select the vecor layer to be used as parent layer in the variable selection +* 2 select the independent variabled from the fields of the input layer. Possible format: linear, ordinal (spline fitted), tensors, cathegorical (integer and continuous from 1 to n) +* 3 select the dependent variable. In case of bionomial selection the variable is 0/1, otherwise an ordinal n_1...n_m +* 4 select the algorithm: MLP classifier or MLP regressor +* 5 if the distribution selected is MLP classifier, all the variables are scaled with a standard scaler. The scale selection is necessary only for MLP regressor: linear ([standard scaler](https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html)) or logaritmic * 6 select one of the possible CV method * 7 in case of TSS or LOO or space-time CV selection the Time field is necessary * 8 K value selection in case of random, spatial and space-time CV. 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zmwVzJ*{w#C=ri;ty_j}q476Kn(ld5P%+fAodRNX;kWrp$?)^TT{<0hL&%vCNSpE)iuK|oM8Yh!zD4*#baUVqE5y7WIeng6 zEyUkPj|;=w-nVej!FD3I2H`pn!Ux9G-GjW>fu-(|>W4q!WlmAPmYc|VzCJp+ptQ<& zW4PbTZ_~VsW(Qc+D}tRVzyV22&{7$~p$wC*2AI1@Tkmz#V=jT=cbz~t7Y~}s%cjb$ zv$%!0U+GBqWQfZ|V`2O->bZyNd6jWN;>ShR``IhDsf5mAozN6*7@JE?*nbGe*P1*E z9TE%mJg2m%8>P5BRNg|N1=j2j?xdU1I|mJ|Q7AkW_9yZuNESUt*EUb4Rm5#ZcgEX!v_U`q52by_9|$= zX~4?T}ds*O>*W=nk-Bp<^& z#>=T9x+SVubafMUrEMNK0c$9eh{2i{U$~;`?tZBzvVGdb Date: Mon, 9 Dec 2024 11:58:22 +0100 Subject: [PATCH 70/91] resolved error transfer --- sz_module/scripts/utils.py | 1 - 1 file changed, 1 deletion(-) diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index f8e03cc..d7a64eb 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -130,7 +130,6 @@ def load_cv(directory,parameters): #df=df.dropna(how='any',axis=0) print('input layer loaded') del gdp - del lsd return(df,crs) def stampfit(parameters): From 57402505d115d6472c3b5662546fb36ef1a20730 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 9 Dec 2024 16:27:18 +0100 Subject: [PATCH 71/91] update installation --- sz_module/installer/installer.py | 15 +++++++++++++- sz_module/installer/utils.py | 2 +- sz_module/sz_module.py | 35 +++++++++++++++----------------- 3 files changed, 31 insertions(+), 21 deletions(-) diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index cdffa3b..66a2fa2 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -21,10 +21,13 @@ get_package_version, add_QGIS_env, ) +from qgis.PyQt.QtCore import QSettings + class installer(): - def __init__(self,version): + def __init__(self,version,plugin_settings): + self.plugin_settings=plugin_settings self.plugin_module = os.path.basename(os.path.abspath(os.path.join(os.path.dirname(os.path.abspath(__file__)), os.pardir))) self.plugin_venv = "."+self.plugin_module+version.replace('.', '') self._defered_packages = [] @@ -54,6 +57,14 @@ def __init__(self,version): # log(f"Adding {self.bin_path} to PATH") # os.environ["PATH"] = self.bin_path + ";" + os.environ["PATH"] + def is_already_installed(self): + if self.plugin_settings is False: + return False + # elif self.plugin_settings==str(self.version): + # return True + # elif self.plugin_settings!=str(self.version): + # return False + def preliminay_req(self): try: add_venv(self.prefix_path,self.venv_path,self.plugin_venv,self.qgis_python_interpreter) @@ -200,6 +211,8 @@ def unload(self): except Exception as e: print(f"Error deleting folder '{self.venv_path}': {e}") log(f"Error deleting folder '{self.venv_path}': {e}") + QSettings().remove("SZ") + print('unloaded') diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index 7d23e8f..c46cf07 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -32,7 +32,7 @@ ) -def run_cmd(args, description="Installing...."): +def run_cmd(args, description="sz-plugin load...."): log(f'command:{args}') # progress_dlg = QProgressDialog( diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index 9d6ea04..dbd0a33 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -57,40 +57,37 @@ def __init__(self): for line in file: if line.startswith('version='): self.version = line.strip().split('version=')[1].strip() - self.plugin_settings = QSettings("SZ", str(self.version)) + self.plugin_settings = QSettings().value("SZ",False) def initProcessing(self): - #import matplotlib - import numpy - #import pandas - #print(matplotlib.__file__,numpy.__file__,pandas.__file__,) - print(numpy.__file__) - - from .sz_module_provider import classeProvider """Init Processing provider for QGIS >= 3.8.""" self.provider = classeProvider() QgsApplication.processingRegistry().addProvider(self.provider) def initGui(self): - self.installer=installer(self.version) - print('Plugin already installed? ',self.plugin_settings.value("installed")) + self.installer=installer(self.version,self.plugin_settings) + print('Plugin already installed? ',self.plugin_settings) print('0') if os.environ.get('DEBUG')=='False': - if self.installer.preliminay_req() is False:##rimuovere il commentooooo!!!!!!!!!! + if self.installer.preliminay_req() is False: self.installer.unload() log(f"An error occured during the installation") raise RuntimeError("An error occured during the installation") else: print('1') - if self.installer.requirements() is False: - self.installer.unload() - log(f"An error occured during the installation") - raise RuntimeError("An error occured during the installation") - else: - print('2') - self.plugin_settings.setValue("installed", True) - self.initProcessing() + if self.installer.is_already_installed() is False: + print('ciao') + if self.installer.requirements() is False: + self.installer.unload() + log(f"An error occured during the installation") + raise RuntimeError("An error occured during the installation") + else: + print('2') + QSettings().setValue("SZ", str(self.version)) + self.initProcessing() + else: + self.initProcessing() else: self.initProcessing() From e480ad4b6bd347f4ba8a968bd92f752d116de34e Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 9 Dec 2024 22:32:34 +0100 Subject: [PATCH 72/91] update ML --- sz_module/.env | 2 +- sz_module/metadata.txt | 4 ++-- sz_module/scripts/algorithms.py | 2 -- sz_module/scripts/sz_train_cv_ML.py | 10 ++++++---- sz_module/scripts/utils.py | 2 ++ 5 files changed, 11 insertions(+), 9 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index 924cb2f..e35e7dc 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=False +DEBUG=True PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/metadata.txt b/sz_module/metadata.txt index fa42f60..fc42084 100755 --- a/sz_module/metadata.txt +++ b/sz_module/metadata.txt @@ -10,7 +10,7 @@ version=2.0.0 author=Giacomo Titti email=giacomotitti@gmail.com -about=SZ-plugin allows the evaluation of the spatial susceptibility from the pre-processing of the data to the cross-validation of the susceptibility map. +about=SZ-plugin allows the evaluation of the space-time susceptibility from the pre-processing of the data to the cross-validation of the susceptibility map. tracker=https://github.com/SZtools/SZ-plugin/issues repository=https://github.com/SZtools/SZ-plugin @@ -26,7 +26,7 @@ hasProcessingProvider=yes tags=susceptibility, cross-validation, pre-processing, statistical methods, hazard homepage=https://github.com/SZtools/SZ-plugin -category=Spatial analysis +category=Space-time analysis # plugin_dependencies= scikit-learn, libpysal icon=images/icon.png # experimental flag diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 7772194..42f5813 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -578,8 +578,6 @@ def ML_save(classifier,fold,nomi, filename): 'Coefficient': coeff }) coeff_df.to_csv(fold+'/coefficients'+filename+'.csv', index=False) - - del coeff_df diff --git a/sz_module/scripts/sz_train_cv_ML.py b/sz_module/scripts/sz_train_cv_ML.py index 4281017..62c6d37 100644 --- a/sz_module/scripts/sz_train_cv_ML.py +++ b/sz_module/scripts/sz_train_cv_ML.py @@ -97,8 +97,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) - if parameters['algorithm'] is None: + parameters['family'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) @@ -136,6 +136,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], 'time':parameters['time'], + 'family':ML[parameters['family']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -151,10 +152,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi':parameters['field1'], 'df':outputs['df'], 'cv_method':cv_method[parameters['cv_method']], - 'time':parameters['time'] + 'time':parameters['time'], + 'family':ML[parameters['family']], } - outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['algorithm']]]) + outputs['prob'],outputs['test_ind'],outputs['gam']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['family']]]) feedback.setCurrentStep(2) if feedback.isCanceled(): diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index d7a64eb..f128788 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -120,6 +120,8 @@ def load_cv(directory,parameters): lsd[lsd>0]=np.log(lsd[lsd>0]) elif parameters['family']=='MLP_regressor' and parameters['scale']=='linear_scale': print('do nothing') + else: + lsd[lsd>0]=1 except: lsd[lsd>0]=1 df['y']=lsd#.astype(int) From 08ca1b7db4db8d87d0cea9b78ac93369f9233ddf Mon Sep 17 00:00:00 2001 From: Giacomo Date: Mon, 9 Dec 2024 22:37:37 +0100 Subject: [PATCH 73/91] update transfer ml --- sz_module/scripts/sz_trans_ML.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py index 7dfd25e..f82f0f3 100644 --- a/sz_module/scripts/sz_trans_ML.py +++ b/sz_module/scripts/sz_trans_ML.py @@ -98,8 +98,8 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['algorithm'] = self.parameterAsString(parameters, self.STRING5, context) - if parameters['algorithm'] is None: + parameters['family'] = self.parameterAsString(parameters, self.STRING5, context) + if parameters['family'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING5)) source1 = self.parameterAsVectorLayer(parameters, self.INPUT1, context) @@ -148,6 +148,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], #'time':parameters['time'], + 'family':ML[parameters['family']], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -166,10 +167,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'df':outputs['df'], #'cv_method':cv_method[parameters['cv_method']], #'time':parameters['time'] + 'family':ML[parameters['family']], 'cv_method':'', } - outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['algorithm']]]) + outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[ML[parameters['family']]]) feedback.setCurrentStep(2) if feedback.isCanceled(): @@ -177,8 +179,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'INPUT_VECTOR_LAYER': parameters['input1'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], + 'family':ML[parameters['family']], #'family':family[parameters['family']] } outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) From 7536d29c6c57a08d38e77d708fcfd579dc2a1f48 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:12:38 +0100 Subject: [PATCH 74/91] update classify errors --- sz_module/scripts/classvector.py | 177 ++------------ sz_module/scripts/classvectorw.py | 370 ++++-------------------------- 2 files changed, 55 insertions(+), 492 deletions(-) diff --git a/sz_module/scripts/classvector.py b/sz_module/scripts/classvector.py index 845ace0..c3b22a8 100755 --- a/sz_module/scripts/classvector.py +++ b/sz_module/scripts/classvector.py @@ -30,57 +30,31 @@ __revision__ = '$Format:%H$' -from qgis.PyQt.QtCore import QCoreApplication from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, QgsMessageLog, Qgis, QgsProcessingMultiStepFeedback, QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingParameterVectorDestination) + ) from sklearn.metrics import roc_curve, auc from sklearn.metrics import roc_auc_score import math import operator -import matplotlib.pyplot as plt import os -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np import math import operator -import random from qgis import * # ############################## import matplotlib.pyplot as plt -import csv from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio -import plotly.offline -import plotly.graph_objs as go -#import geopandas as gd import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils @@ -96,9 +70,6 @@ def init(self, config=None): def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() - #parameters['classes']=5 - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} @@ -120,22 +91,6 @@ def process(self, parameters, context, model_feedback): if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - #parameters['w'] = self.parameterAsString(parameters, self.STRING3, context) - #if parameters['w'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - - # parameters['edgesJenks'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - # if parameters['edgesJenks'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - # - # parameters['edgesEqual'] = self.parameterAsFileOutput(parameters, self.OUTPUT2, context) - # if parameters['edgesEqual'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT2)) - - # parameters['edgesGA'] = self.parameterAsFileOutput(parameters, self.OUTPUT3, context) - # if parameters['edgesGA'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - parameters['edgesGA'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['edgesGA'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) @@ -145,21 +100,12 @@ def process(self, parameters, context, model_feedback): raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - SZ_utils.make_directory({'path':parameters['edgesGA']}) - alg_params = { - #'INPUT_RASTER_LAYER': parameters['Slope'], - #'INPUT_EXTENT': parameters['Extension'], 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'] - #'W':parameters['w'] - #'INPUT_INT': parameters['BufferRadiousInPxl'], - #'INPUT_INT_1': parameters['minSlopeAcceptable'], } outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -167,12 +113,6 @@ def process(self, parameters, context, model_feedback): self.list_of_values=outputs['gdp']['SI'] QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) - # alg_params = { - # 'OUTPUT': parameters['edgesEqual'], - # 'NUMBER': parameters['classes'] - # } - # #outputs['equal']=self.equal(alg_params) - alg_params = { 'df': outputs['gdp'], 'NUMBER': parameters['classes'], @@ -180,12 +120,6 @@ def process(self, parameters, context, model_feedback): } outputs['ga']=Functions.classy(alg_params) - # alg_params = { - # 'OUTPUT': parameters['edgesJenks'], - # 'NUMBER': parameters['classes'] - # } - # #outputs['jenk']=self.jenk(alg_params) - feedback.setCurrentStep(1) if feedback.isCanceled(): return {} @@ -207,31 +141,22 @@ def load(parameters): feat=[] for feature in features: attr=feature.attributes() - #print(attr) geom = feature.geometry() - #print(type(geom.asWkt())) feat=attr+[geom.asWkt()] - #print(feat) gdp.loc[len(gdp)] = feat - #gdp = gdp.append(feat, ignore_index=True) count=+ 1 gdp.to_csv(self.f+'/file.csv') del gdp gdp=pd.read_csv(self.f+'/file.csv') - #print(feat) - #print(gdp['S'].dtypes) gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) df['SI']=gdp.loc[:,parameters['field1']] - #df['w']=gdp.loc[:,parameters['W']] nomi=list(df.head()) - #print(list(df['Sf']),'1') lsd=gdp[parameters['lsd']] lsd[lsd>0]=1 df['y']=lsd#.astype(int) df['ID']=gdp['ID'] df['geom']=gdp['geom'] df=df.dropna(how='any',axis=0) - #df['ID']=df['ID'].astype('Int32') return df,crs def classy(parameters): @@ -240,36 +165,13 @@ def classy(parameters): y_true=np.array(df['y']).reshape(-1,1) scores=np.array(df['SI']).reshape(-1,1) y_scores=np.array(df['SI']).reshape(-1,1)#.to_numpy() - #W=np.array(df['w']).reshape(-1,1) - #print(y_scores,'scores') - #print(y_true,'true') - #print(y_scores) - #print(y_true) - ################################figure - #fpr1, tpr1, tresh1 = roc_curve(y_true,scores,sample_weight=W) - #fprv, tprv, treshv = roc_curve(self.y_v,self.scores_v) - #fprt, tprt, tresht = roc_curve(self.y_t,self.scores_t) - #aucv=roc_auc_score(self.y_v, self.scores_v, None) - #auct=roc_auc_score(self.y_t, self.scores_t, None) r=roc_auc_score(y_true, scores) print('AUC =',r) - giri=20*parameters['NUMBER'] - numOff=giri#divisibile per 5 Off=giri - # l=self.xsize*self.ysize - # self.matrix=np.reshape(parameters['INPUT1'],-1) - # self.inventory=np.reshape(parameters['INPUT2'],-1) - # idx=np.where(self.matrix==-9999.) - # self.scores = np.delete(self.matrix,idx) - # self.y_scores=np.delete(self.matrix,idx) - # self.y_true = np.delete(parameters['INPUT2'],idx) - # #self.y_v = np.delete(self.validation,idx) - # #self.y_t = np.delete(self.training,idx) nclasses=parameters['NUMBER'] M=np.max(scores) - #QgsMessageLog.logMessage(str(M), 'ClassyLSI', level=Qgis.Info) m=np.min(scores) count=0 ran=np.array([]) @@ -293,31 +195,19 @@ def classy(parameters): c={} for pop in range(numOff): ran=np.sort(np.random.random_sample(nclasses-1)*(M-m)) - #c[pop]=np.hstack((m,m+ran,M+1))############ c[pop]=np.hstack((m,m+ran,M)) - #print(c,'primo') - #print ciao else: c=file for k in range(numOff): - #print weight,'weight' weight[k]=y_scores for i in range(nclasses): index=np.array([]) index=np.where((scores>=c[k][i]) & (scoresfitness:#############################fitness print('fit!') fitness=None @@ -336,15 +226,12 @@ def classy(parameters): else: summ+=1 ##########################PASS - #print(count) count+=1 #########################GA file={} qq=0 - #print(file) for q in range(0,numOff,nclasses): - #print q,'qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq' a=np.array([]) bb={} cc=[] @@ -354,10 +241,6 @@ def classy(parameters): file[q]=c[a[0][0]] for b in range(1,nclasses): file[q+b]=np.hstack((file[q][:b],file[q][b-1]+(np.sort(np.random.random_sample(1)*(file[q][b+1]-file[q][b-1]))),file[q][b+1:])) - # file[q+1]=np.hstack((file[q][:1],file[q][0]+(np.sort(np.random.random_sample(1)*(file[q][2]-file[q][0]))),file[q][2:])) - # file[q+2]=np.hstack((file[q][:2],file[q][1]+(np.sort(np.random.random_sample(1)*(file[q][3]-file[q][1]))),file[q][3:])) - # file[q+3]=np.hstack((file[q][:3],file[q][2]+(np.sort(np.random.random_sample(1)*(file[q][4]-file[q][2]))),file[q][4:])) - # file[q+4]=np.hstack((file[q][:4],file[q][3]+(np.sort(np.random.random_sample(1)*(file[q][5]-file[q][3]))),file[q][5:])) qq+=nclasses fitness=None tpr1=np.array([]) @@ -375,52 +258,18 @@ def classy(parameters): except: os.mkdir(parameters['OUTPUT']) file = open(parameters['OUTPUT']+'/plotROC.txt','w')#################save txt - #file = open(parameters['OUTPUT']+'/plotROC.txt','w')#################save txt var=[fpr1,tpr1] file.write('false positive, true positive: %s\n' %var)#################save fp,tp np.savetxt(parameters['OUTPUT']+'/SIclasses.txt', classes1, delimiter=',') -# def curve(x,y,w,nclasses): -# #x Area -# #y 0 1 -# #w lsi -# d={'x':list(x),'y':list(y),'w':list(w)} -# df=pd.DataFrame(data=d) -# #print(w,'w') -# sortdf=df.sort_values(by='w', ascending=False) -# sortdf['ysum']=sortdf['x'].cumsum() -# m1=sum(sortdf['ysum']) -# sortdf1=sortdf.loc[sortdf['y']==1,:] -# #sortdf=sortdf[sortdf['y']==1,] -# sortdf1['xsum']=sortdf1['x'].cumsum() -# m2=sum(sortdf1['xsum']) -# xx=np.array([0]) -# yy=np.array([0]) -# for i in range(nclasses): -# sortdf1n=sortdf1.loc[sortdf1['w']>=nclasses-i,:] -# xn=sortdf1n['xsum'].sum() -# sortdfn=sortdf.loc[sortdf['w']>=nclasses-i,:] -# yn=sortdfn['ysum'].sum() -# xx=np.append(xx,xn) -# yy=np.append(yy,yn) -# xx=xx/m2 -# yy=yy/m1 -# #print(x,'x') -# #print(y,'y') -# #print(np.array([0,1,2])) -# #print(ciao) - -# return(xx,yy) - -def rok(y,w,nclasses,c): - #fpra,tpra,t=roc_curve(y, w, None) - fpra,tpra,t=roc_curve(y,w) - xx=np.array([]) - yy=np.array([]) - for i in range(nclasses): - index = (np.abs(t-c[i])).argmin() - xx=np.append(fpra[index],xx) - yy=np.append(tpra[index],yy) - xx=np.append(np.array([0]),xx) - yy=np.append(np.array([0]),yy) - return(xx,yy) + def rok(y,w,nclasses,c): + fpra,tpra,t=roc_curve(y,w) + xx=np.array([]) + yy=np.array([]) + for i in range(nclasses): + index = (np.abs(t-c[i])).argmin() + xx=np.append(fpra[index],xx) + yy=np.append(tpra[index],yy) + xx=np.append(np.array([0]),xx) + yy=np.append(np.array([0]),yy) + return(xx,yy) diff --git a/sz_module/scripts/classvectorw.py b/sz_module/scripts/classvectorw.py index cf87bdb..0554354 100755 --- a/sz_module/scripts/classvectorw.py +++ b/sz_module/scripts/classvectorw.py @@ -36,43 +36,23 @@ __revision__ = '$Format:%H$' -from qgis.PyQt.QtCore import QCoreApplication from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, QgsMessageLog, Qgis, QgsProcessingMultiStepFeedback, QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, - QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingParameterVectorDestination) +) from sklearn.metrics import roc_curve, auc from sklearn.metrics import roc_auc_score import math import operator -import matplotlib.pyplot as plt import os -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np import math import operator @@ -82,62 +62,22 @@ import matplotlib.pyplot as plt import csv from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio -import plotly.offline -import plotly.graph_objs as go -#import geopandas as gd import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils class classvAlgorithmW(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # STRING = 'STRING' - # STRING2 = 'STRING2' - # STRING3 = 'STRING3' - # NUMBER = 'classes' - # OUTPUT1 = 'OUTPUT1' - # OUTPUT2 = 'OUTPUT2' - # OUTPUT3 = 'OUTPUT3' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return classvAlgorithmW() - - # def name(self): - # return 'classy vector wROC' - - # def displayName(self): - # return self.tr('02 Classify vector by weighted ROC') - - # def group(self): - # return self.tr('04 Classify SI') - - # def groupId(self): - # return '04 Classify SI' - - # def shortHelpString(self): - # return self.tr("Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve.") - def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Index', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Number of classes'), type=QgsProcessingParameterNumber.Integer, defaultValue = None, minValue=1)) self.addParameter(QgsProcessingParameterField(self.STRING3, 'Field of ROC weights', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Folder destination', defaultValue=None, createByDefault = True)) - - def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() - #parameters['classes']=5 - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} @@ -163,14 +103,6 @@ def process(self, parameters, context, model_feedback): if parameters['w'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - # parameters['edgesJenks'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - # if parameters['edgesJenks'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - # - # parameters['edgesEqual'] = self.parameterAsFileOutput(parameters, self.OUTPUT2, context) - # if parameters['edgesEqual'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT2)) - parameters['edgesGA'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['edgesGA'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) @@ -178,48 +110,26 @@ def process(self, parameters, context, model_feedback): parameters['classes'] = self.parameterAsEnum(parameters, self.NUMBER, context) if parameters['classes'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) SZ_utils.make_directory({'path':parameters['edgesGA']}) - alg_params = { - #'INPUT_RASTER_LAYER': parameters['Slope'], - #'INPUT_EXTENT': parameters['Extension'], 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': [parameters['field1'],parameters['w']], 'lsd' : parameters['fieldlsd'], - 'W':parameters['w'] - #'INPUT_INT': parameters['BufferRadiousInPxl'], - #'INPUT_INT_1': parameters['minSlopeAcceptable'], } outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) - #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) - # alg_params = { - # 'OUTPUT': parameters['edgesEqual'], - # 'NUMBER': parameters['classes'] - # } - #outputs['equal']=self.equal(alg_params) - alg_params = { 'df': outputs['gdp'], 'NUMBER': parameters['classes'], - 'OUTPUT': parameters['edgesGA'] + 'OUTPUT': parameters['edgesGA'], + 'W':parameters['w'] } outputs['ga']=Functions.classy(alg_params) - # alg_params = { - # 'OUTPUT': parameters['edgesJenks'], - # 'NUMBER': parameters['classes'] - # } - # #outputs['jenk']=self.jenk(alg_params) - feedback.setCurrentStep(1) if feedback.isCanceled(): return {} @@ -227,118 +137,23 @@ def process(self, parameters, context, model_feedback): class Functions(): - # def load(self,parameters): - # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - # crs=layer.crs() - # campi=[] - # for field in layer.fields(): - # campi.append(field.name()) - # campi.append('geom') - # gdp=pd.DataFrame(columns=campi,dtype=float) - # df=pd.DataFrame(dtype=float) - # features = layer.getFeatures() - # count=0 - # feat=[] - # for feature in features: - # attr=feature.attributes() - # #print(attr) - # geom = feature.geometry() - # #print(type(geom.asWkt())) - # feat=attr+[geom.asWkt()] - # #print(feat) - # gdp.loc[len(gdp)] = feat - # #gdp = gdp.append(feat, ignore_index=True) - # count=+ 1 - # gdp.to_csv(self.f+'/file.csv') - # del gdp - # gdp=pd.read_csv(self.f+'/file.csv') - # #print(feat) - # #print(gdp['S'].dtypes) - # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - # df['SI']=gdp.loc[:,parameters['field1']] - # df['w']=gdp.loc[:,parameters['W']] - # nomi=list(df.head()) - # #print(list(df['Sf']),'1') - # lsd=gdp[parameters['lsd']] - # lsd[lsd>0]=1 - # df['y']=lsd#.astype(int) - # df['ID']=gdp['ID'] - # df['geom']=gdp['geom'] - # df=df.dropna(how='any',axis=0) - # #df['ID']=df['ID'].astype('Int32') - # return df,crs - - - # def raster2array(self,parameters): - # self.ds22 = gdal.Open(parameters['INPUT']) - # if self.ds22 is None:#####################verify empty row input - # #QgsMessageLog.logMessage("ERROR: can't open raster input", tag="WoE") - # raise ValueError # can't open raster input, see 'WoE' Log Messages Panel - # self.gt=self.ds22.GetGeoTransform() - # self.xsize = self.ds22.RasterXSize - # self.ysize = self.ds22.RasterYSize - # #print(w,h,xmin,xmax,ymin,ymax,self.xsize,self.ysize) - # aa=self.ds22.GetRasterBand(1) - # NoData=aa.GetNoDataValue() - # matrix = np.array(aa.ReadAsArray()) - # bands = self.ds22.RasterCount - # if bands>1:#####################verify bands - # #QgsMessageLog.logMessage("ERROR: input rasters shoud be 1-band raster", tag="WoE") - # raise ValueError # input rasters shoud be 1-band raster, see 'WoE' Log Messages Panel - # return matrix - - # def jenk(self,parameters): - # breaks = jenkspy.jenks_breaks(self.list_of_values, nb_class=parameters['NUMBER']) - # QgsMessageLog.logMessage(str(breaks), 'ClassyLSI', level=Qgis.Info) - # np.savetxt(parameters['OUTPUT'], breaks, delimiter=",") - # - # def equal(self,parameters): - # interval=(np.max(self.list_of_values)-np.min(self.list_of_values))/parameters['NUMBER'] - # QgsMessageLog.logMessage(str(interval), 'ClassyLSI', level=Qgis.Info) - # edges=[] - # for i in range(parameters['NUMBER']): - # QgsMessageLog.logMessage(str(i), 'ClassyLSI', level=Qgis.Info) - # edges=np.append(edges,np.min(self.list_of_values)+(i*interval)) - # edges=np.append(edges,np.max(self.list_of_values)) - # np.savetxt(parameters['OUTPUT'], edges, delimiter=",") - - def classy(parameters): df=parameters['df'] y_true=np.array(df['y']).reshape(-1,1) scores=np.array(df['SI']).reshape(-1,1) - y_scores=np.array(df['SI']).reshape(-1,1)#.to_numpy() - W=np.array(df['w']).reshape(-1,1) - #print(y_scores,'scores') - #print(y_true,'true') - #print(y_scores) - #print(y_true) + y_scores=np.array(df['SI']).reshape(-1,1) + W=np.array(df[parameters['W']]).reshape(-1,1) + ################################figure fpr1, tpr1, tresh1 = roc_curve(y_true,scores,sample_weight=W) - #fprv, tprv, treshv = roc_curve(self.y_v,self.scores_v) - #fprt, tprt, tresht = roc_curve(self.y_t,self.scores_t) - #aucv=roc_auc_score(self.y_v, self.scores_v, None) - #auct=roc_auc_score(self.y_t, self.scores_t, None) r=roc_auc_score(y_true, scores) print('AUC =',r) - giri=20*parameters['NUMBER'] - numOff=giri#divisibile per 5 Off=giri - # l=self.xsize*self.ysize - # self.matrix=np.reshape(parameters['INPUT1'],-1) - # self.inventory=np.reshape(parameters['INPUT2'],-1) - # idx=np.where(self.matrix==-9999.) - # self.scores = np.delete(self.matrix,idx) - # self.y_scores=np.delete(self.matrix,idx) - # self.y_true = np.delete(parameters['INPUT2'],idx) - # #self.y_v = np.delete(self.validation,idx) - # #self.y_t = np.delete(self.training,idx) nclasses=parameters['NUMBER'] M=np.max(scores) - #QgsMessageLog.logMessage(str(M), 'ClassyLSI', level=Qgis.Info) m=np.min(scores) count=0 ran=np.array([]) @@ -362,31 +177,19 @@ def classy(parameters): c={} for pop in range(numOff): ran=np.sort(np.random.random_sample(nclasses-1)*(M-m)) - #c[pop]=np.hstack((m,m+ran,M+1))############ c[pop]=np.hstack((m,m+ran,M)) - #print(c,'primo') - #print ciao else: c=file for k in range(numOff): - #print weight,'weight' weight[k]=y_scores for i in range(nclasses): index=np.array([]) index=np.where((scores>=c[k][i]) & (scoresfitness:#############################fitness print('fit!') fitness=None @@ -405,15 +208,12 @@ def classy(parameters): else: summ+=1 ##########################PASS - #print(count) count+=1 #########################GA file={} qq=0 - #print(file) for q in range(0,numOff,nclasses): - #print q,'qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq' a=np.array([]) bb={} cc=[] @@ -423,10 +223,6 @@ def classy(parameters): file[q]=c[a[0][0]] for b in range(1,nclasses): file[q+b]=np.hstack((file[q][:b],file[q][b-1]+(np.sort(np.random.random_sample(1)*(file[q][b+1]-file[q][b-1]))),file[q][b+1:])) - # file[q+1]=np.hstack((file[q][:1],file[q][0]+(np.sort(np.random.random_sample(1)*(file[q][2]-file[q][0]))),file[q][2:])) - # file[q+2]=np.hstack((file[q][:2],file[q][1]+(np.sort(np.random.random_sample(1)*(file[q][3]-file[q][1]))),file[q][3:])) - # file[q+3]=np.hstack((file[q][:3],file[q][2]+(np.sort(np.random.random_sample(1)*(file[q][4]-file[q][2]))),file[q][4:])) - # file[q+4]=np.hstack((file[q][:4],file[q][3]+(np.sort(np.random.random_sample(1)*(file[q][5]-file[q][3]))),file[q][5:])) qq+=nclasses fitness=None tpr1=np.array([]) @@ -443,123 +239,41 @@ def classy(parameters): except: os.mkdir(parameters['OUTPUT']) file = open(parameters['OUTPUT']+'/plotROCW.txt','w')#################save txt - #file = open(parameters['OUTPUT']+'/plotROCW.txt','w')#################save txt var=[fpr1,tpr1] file.write('false positive, true positive: %s\n' %var)#################save fp,tp np.savetxt(parameters['OUTPUT']+'/SIclassesW.txt', classes1, delimiter=',') - # def vector2array(self,parameters): - # inn=parameters['INPUT'] - # w=self.gt[1] - # h=self.gt[5] - # xmin=self.gt[0] - # ymax=self.gt[3] - # xmax=xmin+(self.xsize*w) - # ymin=ymax+(self.ysize*h) - # - # pxlw=w - # pxlh=h - # xm=xmin - # ym=ymin - # xM=xmax - # yM=ymax - # sizex=self.xsize - # sizey=self.ysize - # - # driverd = ogr.GetDriverByName('ESRI Shapefile') - # ds9 = driverd.Open(inn) - # layer = ds9.GetLayer() - # count=0 - # for feature in layer: - # count+=1 - # geom = feature.GetGeometryRef() - # xy=np.array([geom.GetX(),geom.GetY()]) - # try: - # XY=np.vstack((XY,xy)) - # except: - # XY=xy - # size=np.array([pxlw,pxlh]) - # OS=np.array([xm,yM]) - # NumPxl=(np.ceil(abs((XY-OS)/size)-1))#from 0 first cell - # valuess=np.zeros((sizey,sizex),dtype='int16') - # try: - # for i in range(count): - # #print(i,'i') - # if XY[i,1]ym and XY[i,0]xm: - # valuess[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1 - # except:#only 1 feature - # if XY[1]ym and XY[0]xm: - # valuess[NumPxl[1].astype(int),NumPxl[0].astype(int)]=1 - # fuori = valuess.astype('float32') - # return fuori - -def curve(x,y,w,nclasses): - #x Area - #y 0 1 - #w lsi - d={'x':list(x),'y':list(y),'w':list(w)} - df=pd.DataFrame(data=d) - #print(w,'w') - sortdf=df.sort_values(by='w', ascending=False) - sortdf['ysum']=sortdf['x'].cumsum() - m1=sum(sortdf['ysum']) - sortdf1=sortdf.loc[sortdf['y']==1,:] - #sortdf=sortdf[sortdf['y']==1,] - sortdf1['xsum']=sortdf1['x'].cumsum() - m2=sum(sortdf1['xsum']) - xx=np.array([0]) - yy=np.array([0]) - for i in range(nclasses): - sortdf1n=sortdf1.loc[sortdf1['w']>=nclasses-i,:] - xn=sortdf1n['xsum'].sum() - sortdfn=sortdf.loc[sortdf['w']>=nclasses-i,:] - yn=sortdfn['ysum'].sum() - xx=np.append(xx,xn) - yy=np.append(yy,yn) - xx=xx/m2 - yy=yy/m1 - #print(x,'x') - #print(y,'y') - #print(np.array([0,1,2])) - #print(ciao) - - return(xx,yy) - -def rok(x,y,w,nclasses,c): - #fpra,tpra,t=roc_curve(y, w, None) - fpra,tpra,t=roc_curve(y,w,sample_weight=x) - xx=np.array([]) - yy=np.array([]) - for i in range(nclasses): - index = (np.abs(t-c[i])).argmin() - xx=np.append(fpra[index],xx) - yy=np.append(tpra[index],yy) - xx=np.append(np.array([0]),xx) - yy=np.append(np.array([0]),yy) - - - # print(x[index]) - # fpr = {} - # tpr = {} - # #print(x) - # #print(x[x==0.]) - # P=float(len(y[y==1.]))#tp+fn - # N=float(len(y[y==0.]))#tn+fp - # #print(N) - # for i in range(nclasses): - # index=np.array([]) - # fptp=np.array([]) - # index=np.where(w<=i+1) - # fptp=y[index] - # tp=float(len(np.argwhere(fptp==1))) - # fp=float(len(np.argwhere(fptp==0))) - # fpr[i]=float(fp/N) - # tpr[i]=float(tp/P) - # xx=np.array([0]) - # yy=np.array([0]) - # for aa in range(nclasses): - # xx=np.append(xx,xx[aa]+fpr[nclasses-aa-1]) - # yy=np.append(yy,yy[aa]+tpr[nclasses-aa-1]) - #print(xx,'x') - #print(yy,'y') - return(xx,yy) + def curve(x,y,w,nclasses): + d={'x':list(x),'y':list(y),'w':list(w)} + df=pd.DataFrame(data=d) + sortdf=df.sort_values(by='w', ascending=False) + sortdf['ysum']=sortdf['x'].cumsum() + m1=sum(sortdf['ysum']) + sortdf1=sortdf.loc[sortdf['y']==1,:] + sortdf1['xsum']=sortdf1['x'].cumsum() + m2=sum(sortdf1['xsum']) + xx=np.array([0]) + yy=np.array([0]) + for i in range(nclasses): + sortdf1n=sortdf1.loc[sortdf1['w']>=nclasses-i,:] + xn=sortdf1n['xsum'].sum() + sortdfn=sortdf.loc[sortdf['w']>=nclasses-i,:] + yn=sortdfn['ysum'].sum() + xx=np.append(xx,xn) + yy=np.append(yy,yn) + xx=xx/m2 + yy=yy/m1 + + return(xx,yy) + + def rok(x,y,w,nclasses,c): + fpra,tpra,t=roc_curve(y,w,sample_weight=x) + xx=np.array([]) + yy=np.array([]) + for i in range(nclasses): + index = (np.abs(t-c[i])).argmin() + xx=np.append(fpra[index],xx) + yy=np.append(tpra[index],yy) + xx=np.append(np.array([0]),xx) + yy=np.append(np.array([0]),yy) + return(xx,yy) From 35005178b9ac8981c57cf69c75cfdf362e4081d3 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:14:18 +0100 Subject: [PATCH 75/91] update classify SI --- sz_module/scripts/selfroc.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 2851e7f..377a7ce 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -115,7 +115,7 @@ class rocGenerator(QgsProcessingAlgorithm): def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Index', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Folder destination', defaultValue=None, createByDefault = True)) From b96ca323cecea3b6cae5f463de62d7921742737c Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:14:50 +0100 Subject: [PATCH 76/91] remove old roc.py script --- sz_module/scripts/roc.py | 389 --------------------------------------- 1 file changed, 389 deletions(-) delete mode 100755 sz_module/scripts/roc.py diff --git a/sz_module/scripts/roc.py b/sz_module/scripts/roc.py deleted file mode 100755 index 6ed9b2d..0000000 --- a/sz_module/scripts/roc.py +++ /dev/null @@ -1,389 +0,0 @@ -# -*- coding: utf-8 -*- - -""" -/*************************************************************************** - rocAlgorithm - begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 - email : giacomotitti@gmail.com - ***************************************************************************/ - -/*************************************************************************** - rocAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program. If not, see . - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -__author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' - -from qgis.PyQt.QtCore import QCoreApplication -from qgis.core import (QgsProcessing, - QgsFeatureSink, - QgsProcessingException, - QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, - QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, - QgsProcessingParameterVectorLayer) -from qgis import processing -#import jenkspy -from osgeo import gdal,ogr -import numpy as np -from sklearn.metrics import roc_curve, auc -from sklearn.metrics import roc_auc_score -import math -import operator -import matplotlib.pyplot as plt -import tempfile - -class rocAlgorithm(QgsProcessingAlgorithm): - INPUT1 = 'lsi' - INPUT2 = 'lsd' - NUMBER = 'classes' - OUTPUT1 = 'OUTPUT1' - OUTPUT2 = 'OUTPUT2' - OUTPUT3 = 'OUTPUT3' - - def tr(self, string): - return QCoreApplication.translate('Processing', string) - - def createInstance(self): - return rocAlgorithm() - - def name(self): - return 'classy raster' - - def displayName(self): - return self.tr('02 Classify Raster') - - def group(self): - return self.tr('Raster analysis') - - def groupId(self): - return 'Raster analysis' - - def shortHelpString(self): - return self.tr("Apply different kind of classificator to raster: Jenks Natural Breaks, Equal Interval") - - def initAlgorithm(self, config=None): - self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('LSI'), defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'edgesJenks', '*.txt', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT2, 'edgesEqual', '*.txt', defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT3, 'edgesGA', '*.txt', defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('number of classes'), type=QgsProcessingParameterNumber.Integer, defaultValue = None, minValue=0)) - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT2, self.tr('Landslides'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) - - def processAlgorithm(self, parameters, context, model_feedback): - self.f=tempfile.gettempdir() - #parameters['classes']=5 - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) - results = {} - outputs = {} - - parameters['lsi'] = self.parameterAsRasterLayer(parameters, self.INPUT1, context).source() - if parameters['lsi'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - - source= self.parameterAsVectorLayer(parameters, self.INPUT2, context) - parameters['lsd']=source.source() - if parameters['lsd'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT2)) - - parameters['edgesJenks'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - if parameters['edgesJenks'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - - parameters['edgesEqual'] = self.parameterAsFileOutput(parameters, self.OUTPUT2, context) - if parameters['edgesEqual'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT2)) - - parameters['edgesGA'] = self.parameterAsFileOutput(parameters, self.OUTPUT3, context) - if parameters['edgesGA'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - - parameters['classes'] = self.parameterAsEnum(parameters, self.NUMBER, context) - if parameters['classes'] is None: - raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - # Input - alg_params = { - 'INPUT': parameters['lsi'] - } - outputs['open']=self.raster2array(alg_params) - #list_of_values=list(np.arange(10)) - self.list_of_values=outputs['open'][outputs['open']>-9999].reshape(-1) - QgsMessageLog.logMessage(str(len(self.list_of_values)), 'SZ', level=Qgis.Info) - - alg_params = { - 'OUTPUT': parameters['edgesEqual'], - 'NUMBER': parameters['classes'] - } - #outputs['equal']=self.equal(alg_params) - - alg_params = { - 'INPUT': parameters['lsd'] - } - b=self.vector2array(alg_params) - outputs['inv'] = b.astype(int) - - alg_params = { - 'INPUT1': outputs['open'], - 'INPUT2': outputs['inv'], - 'NUMBER': parameters['classes'], - 'OUTPUT': parameters['edgesGA'] - } - outputs['ga']=self.classy(alg_params) - - alg_params = { - 'OUTPUT': parameters['edgesJenks'], - 'NUMBER': parameters['classes'] - } - outputs['jenk']=self.jenk(alg_params) - - feedback.setCurrentStep(1) - if feedback.isCanceled(): - return {} - return results - - def raster2array(self,parameters): - self.ds22 = gdal.Open(parameters['INPUT']) - if self.ds22 is None:#####################verify empty row input - #QgsMessageLog.logMessage("ERROR: can't open raster input", tag="WoE") - raise ValueError # can't open raster input, see 'WoE' Log Messages Panel - self.gt=self.ds22.GetGeoTransform() - self.xsize = self.ds22.RasterXSize - self.ysize = self.ds22.RasterYSize - #print(w,h,xmin,xmax,ymin,ymax,self.xsize,self.ysize) - aa=self.ds22.GetRasterBand(1) - NoData=aa.GetNoDataValue() - matrix = np.array(aa.ReadAsArray()) - bands = self.ds22.RasterCount - if bands>1:#####################verify bands - #QgsMessageLog.logMessage("ERROR: input rasters shoud be 1-band raster", tag="WoE") - raise ValueError # input rasters shoud be 1-band raster, see 'WoE' Log Messages Panel - return matrix - - def jenk(self,parameters): - breaks = jenkspy.jenks_breaks(self.list_of_values, nb_class=parameters['NUMBER']) - QgsMessageLog.logMessage(str(breaks), 'ClassyLSI', level=Qgis.Info) - np.savetxt(parameters['OUTPUT'], breaks, delimiter=",") - - def equal(self,parameters): - interval=(np.max(self.list_of_values)-np.min(self.list_of_values))/parameters['NUMBER'] - QgsMessageLog.logMessage(str(interval), 'ClassyLSI', level=Qgis.Info) - edges=[] - for i in range(parameters['NUMBER']): - QgsMessageLog.logMessage(str(i), 'ClassyLSI', level=Qgis.Info) - edges=np.append(edges,np.min(self.list_of_values)+(i*interval)) - edges=np.append(edges,np.max(self.list_of_values)) - np.savetxt(parameters['OUTPUT'], edges, delimiter=",") - - - def classy(self,parameters): - self.numOff=100#divisibile per 5 - self.Off=100 - l=self.xsize*self.ysize - self.matrix=np.reshape(parameters['INPUT1'],-1) - self.inventory=np.reshape(parameters['INPUT2'],-1) - idx=np.where(self.matrix==-9999.) - self.scores = np.delete(self.matrix,idx) - self.y_scores=np.delete(self.matrix,idx) - self.y_true = np.delete(parameters['INPUT2'],idx) - #self.y_v = np.delete(self.validation,idx) - #self.y_t = np.delete(self.training,idx) - nclasses=parameters['NUMBER'] - M=np.max(self.scores) - #QgsMessageLog.logMessage(str(M), 'ClassyLSI', level=Qgis.Info) - m=np.min(self.scores) - count=0 - ran=np.array([]) - fitness=0 - values=np.array([]) - classes=([]) - c={} - ran=np.array([]) - summ=0 - while count=c[k][i]) & (self.scoresfitness:#############################fitness - fitness=None - classes=np.array([]) - values=np.array([]) - ttpr=np.array([]) - ffpr=np.array([]) - fitness=roc_auc[mm] - #print(fitness) - classes=c[mm] - values=weight[mm] - #print(classes) - ttpr=TPR[mm] - ffpr=FPR[mm] - summ=1 - else: - summ+=1 - ##########################PASS - #print(count) - count+=1 - - #########################GA - file={} - qq=0 - for q in range(0,self.numOff,5): - #print q,'qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq' - a=np.array([]) - bb={} - cc=[] - cc=list(roc_auc.items()) - bb=dict(cc[q:q+5]) - a=sorted(bb.items(), key=operator.itemgetter(1),reverse=True) - file[q]=c[a[0][0]] - file[q+1]=np.hstack((file[q][0],file[q][0]+(np.sort(np.random.random_sample(1)*(file[q][2]-file[q][0]))),file[q][2:])) - file[q+2]=np.hstack((file[q][:2],file[q][1]+(np.sort(np.random.random_sample(1)*(file[q][3]-file[q][1]))),file[q][3:])) - file[q+3]=np.hstack((file[q][:3],file[q][2]+(np.sort(np.random.random_sample(1)*(file[q][4]-file[q][2]))),file[q][4:])) - file[q+4]=np.hstack((file[q][:4],file[q][3]+(np.sort(np.random.random_sample(1)*(file[q][5]-file[q][3]))),file[q][5:])) - qq+=5 - self.fitness=None - self.tpr=np.array([]) - self.fpr=np.array([]) - self.values=np.array([]) - self.classes=np.array([]) - self.fitness=fitness - self.values=values - self.classes=classes - self.tpr=ttpr - self.fpr=ffpr - file = open(self.f+'/plotROC.txt','w')#################save txt - var=[self.fpr,self.tpr] - file.write('false positive, true positive: %s\n' %var)#################save fp,tp - np.savetxt(parameters['OUTPUT'], self.classes, delimiter=',') - - def vector2array(self,parameters): - inn=parameters['INPUT'] - w=self.gt[1] - h=self.gt[5] - xmin=self.gt[0] - ymax=self.gt[3] - xmax=xmin+(self.xsize*w) - ymin=ymax+(self.ysize*h) - - pxlw=w - pxlh=h - xm=xmin - ym=ymin - xM=xmax - yM=ymax - sizex=self.xsize - sizey=self.ysize - - driverd = ogr.GetDriverByName('ESRI Shapefile') - ds9 = driverd.Open(inn) - layer = ds9.GetLayer() - count=0 - for feature in layer: - count+=1 - geom = feature.GetGeometryRef() - xy=np.array([geom.GetX(),geom.GetY()]) - try: - XY=np.vstack((XY,xy)) - except: - XY=xy - size=np.array([pxlw,pxlh]) - OS=np.array([xm,yM]) - NumPxl=(np.ceil(abs((XY-OS)/size)-1))#from 0 first cell - valuess=np.zeros((sizey,sizex),dtype='int16') - try: - for i in range(count): - #print(i,'i') - if XY[i,1]ym and XY[i,0]xm: - valuess[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1 - except:#only 1 feature - if XY[1]ym and XY[0]xm: - valuess[NumPxl[1].astype(int),NumPxl[0].astype(int)]=1 - fuori = valuess.astype('float32') - return fuori From 60a048e2faacf55d5f9b88c4f73ee4b05b623005 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:16:52 +0100 Subject: [PATCH 77/91] cleanup selfroc.py --- sz_module/scripts/selfroc.py | 142 +---------------------------------- 1 file changed, 1 insertion(+), 141 deletions(-) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 377a7ce..9dab088 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -30,88 +30,32 @@ __revision__ = '$Format:%H$' -from qgis.PyQt.QtCore import QCoreApplication from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, QgsMessageLog, Qgis, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, - QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingParameterVectorDestination) +) from sklearn.metrics import roc_curve, f1_score, cohen_kappa_score, roc_auc_score from copy import copy -import math -import operator import matplotlib.pyplot as plt - -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np import math import operator -import random from qgis import * # ############################## import matplotlib.pyplot as plt -import csv from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio -#import plotly.offline -import plotly.graph_objs as go -#import geopandas as gd -#import pandas as pd import tempfile import os from sz_module.scripts.utils import SZ_utils class rocGenerator(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # STRING = 'STRING' - # STRING2 = 'STRING2' - # OUTPUT3 = 'OUTPUT3' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return rocGenerator() - - # def name(self): - # return 'ROC' - - # def displayName(self): - # return self.tr('04 ROC') - - # def group(self): - # return self.tr('04 Classify SI') - - # def groupId(self): - # return '04 Classify SI' - - # def shortHelpString(self): - # return self.tr("ROC curve creator") def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) @@ -121,9 +65,6 @@ def init(self, config=None): def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() - #parameters['classes']=5 - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} @@ -146,114 +87,33 @@ def process(self, parameters, context, model_feedback): if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - #parameters['w'] = self.parameterAsString(parameters, self.STRING3, context) - #if parameters['w'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - - # parameters['edgesJenks'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) - # if parameters['edgesJenks'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - # - # parameters['edgesEqual'] = self.parameterAsFileOutput(parameters, self.OUTPUT2, context) - # if parameters['edgesEqual'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT2)) - - # parameters['edgesGA'] = self.parameterAsFileOutput(parameters, self.OUTPUT3, context) - # if parameters['edgesGA'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - parameters['fold'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['fold'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) SZ_utils.make_directory({'path':parameters['fold']}) - alg_params = { - #'INPUT_RASTER_LAYER': parameters['Slope'], - #'INPUT_EXTENT': parameters['Extension'], 'INPUT_VECTOR_LAYER': parameters['covariates'], 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'] - #'W':parameters['w'] - #'INPUT_INT': parameters['BufferRadiousInPxl'], - #'INPUT_INT_1': parameters['minSlopeAcceptable'], } outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) - #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) - # alg_params = { - # 'OUTPUT': parameters['edgesEqual'], - # 'NUMBER': parameters['classes'] - # } - # #outputs['equal']=self.equal(alg_params) - alg_params = { 'df': outputs['gdp'], 'OUT': parameters['fold'] } Functions.roc(alg_params) - # alg_params = { - # 'OUTPUT': parameters['edgesJenks'], - # 'NUMBER': parameters['classes'] - # } - # #outputs['jenk']=self.jenk(alg_params) - feedback.setCurrentStep(1) if feedback.isCanceled(): return {} return results - - - # def load(self,parameters): - # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - # crs=layer.crs() - # campi=[] - # for field in layer.fields(): - # campi.append(field.name()) - # campi.append('geom') - # gdp=pd.DataFrame(columns=campi,dtype=float) - # df=pd.DataFrame(dtype=float) - # features = layer.getFeatures() - # count=0 - # feat=[] - # for feature in features: - # attr=feature.attributes() - # #print(attr) - # geom = feature.geometry() - # #print(type(geom.asWkt())) - # feat=attr+[geom.asWkt()] - # #print(feat) - # gdp.loc[len(gdp)] = feat - # #gdp = gdp.append(feat, ignore_index=True) - # count=+ 1 - # gdp.to_csv(self.f+'/file.csv') - # del gdp - # gdp=pd.read_csv(self.f+'/file.csv') - # #print(feat) - # #print(gdp['S'].dtypes) - # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - # df['SI']=gdp.loc[:,parameters['field1']] - # #df['w']=gdp.loc[:,parameters['W']] - # nomi=list(df.head()) - # #print(list(df['Sf']),'1') - # lsd=gdp[parameters['lsd']] - # lsd[lsd>0]=1 - # df['y']=lsd#.astype(int) - # df['ID']=gdp['ID'] - # df['geom']=gdp['geom'] - # df=df.dropna(how='any',axis=0) - # #df['ID']=df['ID'].astype('Int32') - # return df,crs - class Functions(): def roc(parameters): df=parameters['df'] From 8934611e58f2374c47d6ad483cd53469c017e521 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:19:24 +0100 Subject: [PATCH 78/91] remove .sh files --- sz_module/scripts/classvector.py | 2 +- sz_module/scripts/compile-strings.sh | 12 ------------ sz_module/scripts/run-env-linux.sh | 28 ---------------------------- 3 files changed, 1 insertion(+), 41 deletions(-) delete mode 100755 sz_module/scripts/compile-strings.sh delete mode 100755 sz_module/scripts/run-env-linux.sh diff --git a/sz_module/scripts/classvector.py b/sz_module/scripts/classvector.py index c3b22a8..83938d5 100755 --- a/sz_module/scripts/classvector.py +++ b/sz_module/scripts/classvector.py @@ -63,7 +63,7 @@ class classvAlgorithm(QgsProcessingAlgorithm): def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'SI field', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'Index', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Number of classes'), type=QgsProcessingParameterNumber.Integer, defaultValue = None, minValue=1)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Folder destination', defaultValue=None, createByDefault = True)) diff --git a/sz_module/scripts/compile-strings.sh b/sz_module/scripts/compile-strings.sh deleted file mode 100755 index 9d76083..0000000 --- a/sz_module/scripts/compile-strings.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/bin/bash -LRELEASE=$1 -LOCALES=$2 - - -for LOCALE in ${LOCALES} -do - echo "Processing: ${LOCALE}.ts" - # Note we don't use pylupdate with qt .pro file approach as it is flakey - # about what is made available. - $LRELEASE i18n/${LOCALE}.ts -done diff --git a/sz_module/scripts/run-env-linux.sh b/sz_module/scripts/run-env-linux.sh deleted file mode 100755 index 668247c..0000000 --- a/sz_module/scripts/run-env-linux.sh +++ /dev/null @@ -1,28 +0,0 @@ -#!/bin/bash - -QGIS_PREFIX_PATH=/usr/local/qgis-2.0 -if [ -n "$1" ]; then - QGIS_PREFIX_PATH=$1 -fi - -echo ${QGIS_PREFIX_PATH} - - -export QGIS_PREFIX_PATH=${QGIS_PREFIX_PATH} -export QGIS_PATH=${QGIS_PREFIX_PATH} -export LD_LIBRARY_PATH=${QGIS_PREFIX_PATH}/lib -export PYTHONPATH=${QGIS_PREFIX_PATH}/share/qgis/python:${QGIS_PREFIX_PATH}/share/qgis/python/plugins:${PYTHONPATH} - -echo "QGIS PATH: $QGIS_PREFIX_PATH" -export QGIS_DEBUG=0 -export QGIS_LOG_FILE=/tmp/inasafe/realtime/logs/qgis.log - -export PATH=${QGIS_PREFIX_PATH}/bin:$PATH - -echo "This script is intended to be sourced to set up your shell to" -echo "use a QGIS 2.0 built in $QGIS_PREFIX_PATH" -echo -echo "To use it do:" -echo "source $BASH_SOURCE /your/optional/install/path" -echo -echo "Then use the make file supplied here e.g. make guitest" From 007b3509bc13c856c88a713e9a02a95e5f2968b4 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 14:19:59 +0100 Subject: [PATCH 79/91] remove .sh files --- sz_module/scripts/update-strings.sh | 56 ----------------------------- 1 file changed, 56 deletions(-) delete mode 100755 sz_module/scripts/update-strings.sh diff --git a/sz_module/scripts/update-strings.sh b/sz_module/scripts/update-strings.sh deleted file mode 100755 index a31f712..0000000 --- a/sz_module/scripts/update-strings.sh +++ /dev/null @@ -1,56 +0,0 @@ -#!/bin/bash -LOCALES=$* - -# Get newest .py files so we don't update strings unnecessarily - -CHANGED_FILES=0 -PYTHON_FILES=`find . -regex ".*\(ui\|py\)$" -type f` -for PYTHON_FILE in $PYTHON_FILES -do - CHANGED=$(stat -c %Y $PYTHON_FILE) - if [ ${CHANGED} -gt ${CHANGED_FILES} ] - then - CHANGED_FILES=${CHANGED} - fi -done - -# Qt translation stuff -# for .ts file -UPDATE=false -for LOCALE in ${LOCALES} -do - TRANSLATION_FILE="i18n/$LOCALE.ts" - if [ ! -f ${TRANSLATION_FILE} ] - then - # Force translation string collection as we have a new language file - touch ${TRANSLATION_FILE} - UPDATE=true - break - fi - - MODIFICATION_TIME=$(stat -c %Y ${TRANSLATION_FILE}) - if [ ${CHANGED_FILES} -gt ${MODIFICATION_TIME} ] - then - # Force translation string collection as a .py file has been updated - UPDATE=true - break - fi -done - -if [ ${UPDATE} == true ] -# retrieve all python files -then - echo ${PYTHON_FILES} - # update .ts - echo "Please provide translations by editing the translation files below:" - for LOCALE in ${LOCALES} - do - echo "i18n/"${LOCALE}".ts" - # Note we don't use pylupdate with qt .pro file approach as it is flakey - # about what is made available. - pylupdate4 -noobsolete ${PYTHON_FILES} -ts i18n/${LOCALE}.ts - done -else - echo "No need to edit any translation files (.ts) because no python files" - echo "has been updated since the last update translation. " -fi From d297f4c94411ce21086fe98a1938f272d1f4d95f Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 21:04:46 +0100 Subject: [PATCH 80/91] update inactive --- sz_module/.env | 2 +- sz_module/scripts/corrplot.py | 58 +---------------- sz_module/sz_module.py | 1 - sz_module/sz_module_provider.py | 110 ++++++++++++++++---------------- 4 files changed, 57 insertions(+), 114 deletions(-) diff --git a/sz_module/.env b/sz_module/.env index e35e7dc..924cb2f 100644 --- a/sz_module/.env +++ b/sz_module/.env @@ -1,4 +1,4 @@ # .env PROCESSING_PROVIDER=False -DEBUG=True +DEBUG=False PLUGIN_NAME=SZ \ No newline at end of file diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index da21b91..687a3ae 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -33,13 +33,11 @@ __copyright__ = '(C) 2021 by Giacomo Titti' import sys sys.setrecursionlimit(10000) -from qgis.PyQt.QtCore import QCoreApplication from qgis.core import (QgsProcessing, QgsProcessingException, QgsProcessingAlgorithm, QgsProcessingMultiStepFeedback, QgsProcessingParameterVectorLayer, - QgsVectorLayer, QgsProcessingParameterField, QgsProcessingParameterFolderDestination, QgsProcessingParameterField, @@ -57,30 +55,6 @@ from .utils import SZ_utils class CorrAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'covariates' - # STRING = 'field1' - # OUTPUT3 = 'OUTPUT3' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return CorrAlgorithm() - - # def name(self): - # return 'Correlation plot' - - # def displayName(self): - # return self.tr('08 Correlation plot') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("This function calculate the correlation plot between continuous variables") def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) @@ -113,7 +87,7 @@ def process(self, parameters, context, feedback): alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - 'field1': parameters['field1'], + 'nomi': parameters['field1'], } outputs['df'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) @@ -124,7 +98,6 @@ def process(self, parameters, context, feedback): alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], - #'field1': parameters['field1'], 'df':outputs['df'], 'nomi': parameters['field1'], 'OUT':parameters['folder'] @@ -137,35 +110,6 @@ def process(self, parameters, context, feedback): return results - - # def load(self,parameters): - # layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') - # crs=layer.crs() - # campi=[] - # for field in layer.fields(): - # campi.append(field.name()) - # campi.append('geom') - # gdp=pd.DataFrame(columns=campi,dtype=float) - # features = layer.getFeatures() - # count=0 - # feat=[] - # for feature in features: - # attr=feature.attributes() - # geom = feature.geometry() - # feat=attr+[geom.asWkt()] - # gdp.loc[len(gdp)] = feat - # count=+ 1 - # gdp.to_csv(self.f+'/file.csv') - # del gdp - # gdp=pd.read_csv(self.f+'/file.csv') - # gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - # df=gdp[parameters['field1']] - # nomi=list(df.head()) - # df['ID']=gdp['ID'] - # df['geom']=gdp['geom'] - # df=df.dropna(how='any',axis=0) - # return(df,nomi,crs) - class Functions(): def corr(parameters): df=parameters['df'] diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index dbd0a33..9ec863a 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -77,7 +77,6 @@ def initGui(self): else: print('1') if self.installer.is_already_installed() is False: - print('ciao') if self.installer.requirements() is False: self.installer.unload() log(f"An error occured during the installation") diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index d23485f..c5f0dda 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -54,7 +54,7 @@ from .scripts.tptn import FPAlgorithm from .scripts.classcovtxt import classcovtxtAlgorithm from .scripts.classcovdeciles import classcovdecAlgorithm -#from .scripts.corrplot import CorrAlgorithm +from .scripts.corrplot import CorrAlgorithm from .scripts.sz_train_cv_ML import CoreAlgorithm_cv from .scripts.sz_train_cv_GAM import CoreAlgorithmGAM_cv from .scripts.sz_train_cv_NN import CoreAlgorithmNN_cv @@ -91,6 +91,28 @@ def loadAlgorithms(self): Loads all algorithms belonging to this provider. """ + self.active={ + 'classcovtxt':True, + 'classcovdeciles':True, + 'statistic':True, + 'rocGenerator':True, + 'cleankernel':True, + 'statistickernel':True, + 'sampler':True, + 'rasterstatkernel':True, + 'Corr':True, + 'classv':True, + 'classvW':True, + 'FP':True, + 'ML_cv':True, + 'GAM_cv':True, + 'GAM_trans':True, + 'ML_trans':True, + 'SegAsp':False, + 'NN_trans':True, + 'NN_cv':True, + } + dict_of_scripts={ 'alg': 'ML_cv', 'function': CoreAlgorithm_cv, @@ -100,7 +122,7 @@ def loadAlgorithms(self): 'groupId':'02 Modelling', 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'GAM_cv', @@ -111,7 +133,7 @@ def loadAlgorithms(self): 'groupId':'02 Modelling', 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'GAM_trans', @@ -122,7 +144,7 @@ def loadAlgorithms(self): 'groupId':'03 SI transfer', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'ML_trans', @@ -133,7 +155,7 @@ def loadAlgorithms(self): 'groupId':'03 SI transfer', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'NN_cv', @@ -144,7 +166,7 @@ def loadAlgorithms(self): 'groupId':'02 Modelling', 'shortHelpString':"This function apply Neural Network algorithms to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'NN_trans', @@ -155,7 +177,7 @@ def loadAlgorithms(self): 'groupId':'03 SI transfer', 'shortHelpString':"This function apply Neural Network algorithms to transfer susceptibility", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') ############## dict_of_scripts={ @@ -167,7 +189,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"Apply classification to field from file.txt i.e value_1 value_2 class_1", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'classcovdeciles', @@ -178,7 +200,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"Apply classification to field in quantiles", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'statistic', @@ -189,7 +211,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"analysis of the points density distribution by attribute fields", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ @@ -201,7 +223,7 @@ def loadAlgorithms(self): 'groupId':'04 Classify SI', 'shortHelpString':"ROC curve creator", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'cleankernel', @@ -212,7 +234,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"It selects and remove features from point vector by a kernel raster condition", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'statistickernel', @@ -223,7 +245,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"It creates graphs of '03 Points Kernel Statistics' output", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'sampler', @@ -234,7 +256,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"Sample randomly training and validating datasets with the contraint to have only training or validating points per pixel", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'rasterstatkernel', @@ -245,18 +267,18 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"It calculates kernel statistic from raster around points: real, max, min, std, sum, average, range", } - self.addAlgorithm(Instance(dict_of_scripts)) - - # dict_of_scripts={ - # 'alg': 'Corr', - # 'function': CorrAlgorithm, - # 'name':'Correlation plot', - # 'displayName':'08 Correlation plot', - # 'group':'01 Data preparation', - # 'groupId':'01 Data preparation', - # 'shortHelpString':"This function calculate the correlation plot between continuous variables", - # } - # self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') + + dict_of_scripts={ + 'alg': 'Corr', + 'function': CorrAlgorithm, + 'name':'Correlation plot', + 'displayName':'08 Correlation plot', + 'group':'01 Data preparation', + 'groupId':'01 Data preparation', + 'shortHelpString':"This function calculate the correlation plot between continuous variables", + } + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'classv', @@ -267,7 +289,7 @@ def loadAlgorithms(self): 'groupId':'04 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'classvW', @@ -278,7 +300,7 @@ def loadAlgorithms(self): 'groupId':'04 Classify SI', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'FP', @@ -289,7 +311,7 @@ def loadAlgorithms(self): 'groupId':'04 Classify SI', 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') dict_of_scripts={ 'alg': 'SegAsp', @@ -300,7 +322,7 @@ def loadAlgorithms(self): 'groupId':'01 Data preparation', 'shortHelpString':"Segmentation aspect metric proposed for SU by Alvioli et al (2016). For more details, please refer to the paper.", } - self.addAlgorithm(Instance(dict_of_scripts)) + self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') # add additional algorithms here # self.addAlgorithm(MyOtherAlgorithm()) @@ -366,28 +388,6 @@ class Instance(QgsProcessingAlgorithm): def __init__(self, dict_of_scripts): super().__init__() self.dict_of_scripts = dict_of_scripts - self.active={ - 'classcovtxt':True, - 'classcovdeciles':True, - 'statistic':True, - 'rocGenerator':True, - 'cleankernel':True, - 'statistickernel':True, - 'sampler':True, - 'rasterstatkernel':True, - #'Corr':True, - 'classv':True, - 'classvW':True, - 'FP':True, - 'ML_cv':True, - 'GAM_cv':True, - 'GAM_trans':True, - 'ML_trans':True, - 'SegAsp':False, - 'NN_trans':True, - 'NN_cv':True, - - } self.algorithms={ 'ML_cv':Algorithms.alg_MLrun, @@ -396,8 +396,6 @@ def __init__(self, dict_of_scripts): 'GAM_trans':Algorithms.alg_GAMrun, 'NN_trans':Algorithms.alg_NNrun, 'NN_cv':Algorithms.alg_NNrun, - - } self.classifier={ @@ -449,7 +447,9 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - if self.active[self.dict_of_scripts['alg']]: + print('daiiiiiiiiiiiiii') + print(self.active[self.dict_of_scripts['alg']]) + if self.active[self.dict_of_scripts['alg']] is True: if self.dict_of_scripts['alg'] in self.algorithms: if os.environ.get('DEBUG')=='False': try: From 601fc0dcc23eda7d3e49d3c350ddea4d4ce06ee9 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Tue, 10 Dec 2024 21:06:43 +0100 Subject: [PATCH 81/91] cleanup --- sz_module/sz_module_provider.py | 29 +++++++++++++---------------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index c5f0dda..8ef8932 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -447,25 +447,22 @@ def initAlgorithm(self, config=None): def processAlgorithm(self, parameters, context, feedback): result={} - print('daiiiiiiiiiiiiii') - print(self.active[self.dict_of_scripts['alg']]) - if self.active[self.dict_of_scripts['alg']] is True: - if self.dict_of_scripts['alg'] in self.algorithms: - if os.environ.get('DEBUG')=='False': - try: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) - except Exception as e: - log(f"An error occurred: {e}") - else: + if self.dict_of_scripts['alg'] in self.algorithms: + if os.environ.get('DEBUG')=='False': + try: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + except Exception as e: + log(f"An error occurred: {e}") else: - if os.environ.get('DEBUG')=='False': - try: - result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) - except Exception as e: - log(f"An error occurred: {e}") - else: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback, algorithm=self.algorithms[self.dict_of_scripts['alg']], classifier=self.classifier[self.dict_of_scripts['alg']]) + else: + if os.environ.get('DEBUG')=='False': + try: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) + except Exception as e: + log(f"An error occurred: {e}") + else: + result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) return result From 220a9ff6d816d7c58f5bcffea866f0642d647b35 Mon Sep 17 00:00:00 2001 From: Giacomo Date: Thu, 12 Dec 2024 12:39:58 +0100 Subject: [PATCH 82/91] update functions name --- sz_module/sz_module_provider.py | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 2e09e87..a941405 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -141,8 +141,8 @@ def loadAlgorithms(self): 'function': CoreAlgorithmGAM_trans, 'name':'Transfer_GAM', 'displayName':'02 Predict Generalized Additive Model', - 'group':'03 SI transfer', - 'groupId':'03 SI transfer', + 'group':'03 Transfer learning', + 'groupId':'03 Transfer learning', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -152,8 +152,8 @@ def loadAlgorithms(self): 'function': CoreAlgorithmML_trans, 'name':'Transfer_ML', 'displayName':'01 Predict Machine Learning', - 'group':'03 SI transfer', - 'groupId':'03 SI transfer', + 'group':'03 Transfer learning', + 'groupId':'03 Transfer learning', 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -174,8 +174,8 @@ def loadAlgorithms(self): 'function': CoreAlgorithmNN_trans, 'name':'Transfer_NN', 'displayName':'03 Predict Neural Network', - 'group':'03 SI transfer', - 'groupId':'03 SI transfer', + 'group':'03 Transfer learning', + 'groupId':'03 Transfer learning', 'shortHelpString':"This function apply Neural Network algorithms to transfer susceptibility", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -220,8 +220,8 @@ def loadAlgorithms(self): 'function': rocGenerator, 'name':'ROC', 'displayName':'04 ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'04 Classification', + 'groupId':'04 Classification', 'shortHelpString':"ROC curve creator", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -286,8 +286,8 @@ def loadAlgorithms(self): 'function': classvAlgorithm, 'name':'classy vector by ROC', 'displayName':'01 Classify vector by ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'04 Classification', + 'groupId':'04 Classification', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -297,8 +297,8 @@ def loadAlgorithms(self): 'function': classvAlgorithmW, 'name':'classy vector by wROC', 'displayName':'02 Classify vector by weighted ROC', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'04 Classification', + 'groupId':'04 Classification', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -308,8 +308,8 @@ def loadAlgorithms(self): 'function': FPAlgorithm, 'name':'Conf matrix', 'displayName':'03 Confusion Matrix', - 'group':'04 Classify SI', - 'groupId':'04 Classify SI', + 'group':'04 Classification', + 'groupId':'04 Classification', 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') From 2c8aaa73cd96fc603491a1dc549d93f8ff560dab Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 12 Dec 2024 17:33:35 +0100 Subject: [PATCH 83/91] solve error pythonpath missing for windows --- sz_module/installer/utils.py | 29 ++++++++++++++++++----------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index c46cf07..515c1bd 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -157,17 +157,24 @@ def add_QGIS_env(prefix_path,plugin_venv): bin_path = os.path.join(prefix_path,plugin_venv,"bin") if site_packages_path not in sys.path: - log(f"Adding {site_packages_path} to PYTHONPATH") - sys.path.insert(0, site_packages_path) - os.environ["PYTHONPATH"] = ( - site_packages_path + ";" + os.environ.get("PYTHONPATH", "") - ) - - log(f"Adding {site_packages_path1} to PYTHONPATH") - sys.path.insert(0, site_packages_path1) - os.environ["PYTHONPATH"] = ( - site_packages_path1 + ";" + os.environ.get("PYTHONPATH", "") - ) + if platform.system() == 'Windows': + log(f"Adding {site_packages_path} to PYTHONPATH") + sys.path.insert(0, site_packages_path) + os.environ["PYTHONPATH"] = ( + site_packages_path + ";" + os.environ.get("PYTHONPATH", "") + ) + else: + log(f"Adding {site_packages_path} to PYTHONPATH") + sys.path.insert(0, site_packages_path) + os.environ["PYTHONPATH"] = ( + site_packages_path + ";" + os.environ.get("PYTHONPATH", "") + ) + + log(f"Adding {site_packages_path1} to PYTHONPATH") + sys.path.insert(0, site_packages_path1) + os.environ["PYTHONPATH"] = ( + site_packages_path1 + ";" + os.environ.get("PYTHONPATH", "") + ) if bin_path not in os.environ["PATH"]: log(f"Adding {bin_path} to PATH") From 8bfda6b3be4fbe723fcdef9ba983b9c226666af3 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 12 Dec 2024 18:13:12 +0100 Subject: [PATCH 84/91] prepare code for publication --- sz_module/sz_module_provider.py | 32 +++++++++++++-------------- template_06_classify_field_by_txt.txt | 5 ----- 2 files changed, 16 insertions(+), 21 deletions(-) delete mode 100644 template_06_classify_field_by_txt.txt diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index a941405..da3735e 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -93,14 +93,14 @@ def loadAlgorithms(self): """ self.active={ - 'classcovtxt':True, - 'classcovdeciles':True, + 'classcovtxt':False, + 'classcovdeciles':False, 'statistic':True, 'rocGenerator':True, - 'cleankernel':True, - 'statistickernel':True, - 'sampler':True, - 'rasterstatkernel':True, + 'cleankernel':False, + 'statistickernel':False, + 'sampler':False, + 'rasterstatkernel':False, 'Corr':True, 'classv':True, 'classvW':True, @@ -207,7 +207,7 @@ def loadAlgorithms(self): 'alg': 'statistic', 'function': statistic, 'name':'attributes analysis', - 'displayName':'02 Attribute Table Statistics', + 'displayName':'01 Attribute Table Statistics', 'group':'01 Data preparation', 'groupId':'01 Data preparation', 'shortHelpString':"analysis of the points density distribution by attribute fields", @@ -220,8 +220,8 @@ def loadAlgorithms(self): 'function': rocGenerator, 'name':'ROC', 'displayName':'04 ROC', - 'group':'04 Classification', - 'groupId':'04 Classification', + 'group':'04 Result interpretation', + 'groupId':'04 Result interpretation', 'shortHelpString':"ROC curve creator", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -274,7 +274,7 @@ def loadAlgorithms(self): 'alg': 'Corr', 'function': CorrAlgorithm, 'name':'Correlation plot', - 'displayName':'08 Correlation plot', + 'displayName':'02 Correlation plot', 'group':'01 Data preparation', 'groupId':'01 Data preparation', 'shortHelpString':"This function calculate the correlation plot between continuous variables", @@ -286,8 +286,8 @@ def loadAlgorithms(self): 'function': classvAlgorithm, 'name':'classy vector by ROC', 'displayName':'01 Classify vector by ROC', - 'group':'04 Classification', - 'groupId':'04 Classification', + 'group':'04 Result interpretation', + 'groupId':'04 Result interpretation', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -297,8 +297,8 @@ def loadAlgorithms(self): 'function': classvAlgorithmW, 'name':'classy vector by wROC', 'displayName':'02 Classify vector by weighted ROC', - 'group':'04 Classification', - 'groupId':'04 Classification', + 'group':'04 Result interpretation', + 'groupId':'04 Result interpretation', 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -308,8 +308,8 @@ def loadAlgorithms(self): 'function': FPAlgorithm, 'name':'Conf matrix', 'displayName':'03 Confusion Matrix', - 'group':'04 Classification', - 'groupId':'04 Classification', + 'group':'04 Result interpretation', + 'groupId':'04 Result interpretation', 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') diff --git a/template_06_classify_field_by_txt.txt b/template_06_classify_field_by_txt.txt deleted file mode 100644 index d45b405..0000000 --- a/template_06_classify_field_by_txt.txt +++ /dev/null @@ -1,5 +0,0 @@ -value_1 value_2 class_1 -value_2 value_3 class_2 -value_3 value_4 class_3 -value_4 value_5 class_4 -value_5 value_6 class_5 From db1f08bd7fc3b5d84cb0711d3d69222b3794c8eb Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 12 Dec 2024 19:08:12 +0100 Subject: [PATCH 85/91] prepare code for publication: cleanup code --- .gitignore | 4 +- sz_module/__init__.py | 50 ++- sz_module/installer/installer.py | 109 ++---- sz_module/installer/utils.py | 86 ++--- sz_module/metadata.txt | 5 +- sz_module/scripts/algorithms.py | 157 +++------ sz_module/scripts/classcovdeciles.py | 64 +--- sz_module/scripts/classcovtxt.py | 35 +- sz_module/scripts/classvector.py | 61 ++-- sz_module/scripts/classvectorw.py | 41 +-- sz_module/scripts/cleaning.py | 66 +--- sz_module/scripts/corrplot.py | 18 +- sz_module/scripts/graphs_lsdstats_kernel.py | 107 +----- sz_module/scripts/lsdanalysis.py | 101 +----- sz_module/scripts/randomsampler3.py | 104 +----- sz_module/scripts/segmentation_aspect.py | 124 ++----- sz_module/scripts/selfroc.py | 53 ++- sz_module/scripts/stat31.py | 367 +------------------- sz_module/scripts/sz_train_cv_GAM.py | 23 +- sz_module/scripts/sz_train_cv_ML.py | 20 +- sz_module/scripts/sz_train_cv_NN.py | 20 +- sz_module/scripts/sz_trans_GAM.py | 76 +--- sz_module/scripts/sz_trans_ML.py | 60 +--- sz_module/scripts/sz_trans_NN.py | 60 +--- sz_module/scripts/tptn.py | 159 +-------- sz_module/scripts/utils.py | 126 ++----- sz_module/sz_module.py | 45 ++- sz_module/sz_module_provider.py | 85 ++--- sz_module/utils.py | 39 ++- 29 files changed, 428 insertions(+), 1837 deletions(-) diff --git a/.gitignore b/.gitignore index 6e1ea54..9cc3cb9 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,4 @@ __pycache__/ -scripts/__pycache__/ \ No newline at end of file +scripts/__pycache__/ +installer/__pycache__/ +images/__pycache__ \ No newline at end of file diff --git a/sz_module/__init__.py b/sz_module/__init__.py index 08a464d..0b0642d 100755 --- a/sz_module/__init__.py +++ b/sz_module/__init__.py @@ -1,43 +1,35 @@ -# -*- coding: utf-8 -*- +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . ***************************************************************************/ - This script initializes the plugin, making it known to QGIS. """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -import os -from qgis.gui import QgsMessageBar -from qgis.core import Qgis -import sys - -# noinspection PyPep8Naming -def classFactory(iface): # pylint: disable=invalid-name - """Load classe class from file classe. +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' - :param iface: A QGIS interface instance. - :type iface: QgsInterface - """ +def classFactory(iface): from .sz_module import classePlugin return classePlugin() diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index 66a2fa2..aac1e5b 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -1,3 +1,34 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import os import sys import os @@ -12,19 +43,16 @@ import traceback import platform import shutil -from ..utils import log,warn +from ..utils import log from .utils import ( locate_py, add_venv, install_pip, pip_install_reqs, - get_package_version, add_QGIS_env, ) from qgis.PyQt.QtCore import QSettings - - class installer(): def __init__(self,version,plugin_settings): self.plugin_settings=plugin_settings @@ -40,30 +68,17 @@ def __init__(self,version,plugin_settings): "dependencies", ) self.qgis_python_interpreter = locate_py() - self.venv_path = os.path.join(self.prefix_path,self.plugin_venv) self.site_packages_path='' - self.bin_path='' - # self.site_packages_path = os.path.join(self.prefix_path,self.plugin_venv,"Lib", "site-packages") - # self.bin_path = os.path.join(self.prefix_path,self.plugin_venv,"Scripts") - # if self.site_packages_path not in sys.path: - # log(f"Adding {self.site_packages_path} to PYTHONPATH") - # sys.path.insert(0, self.site_packages_path) - # os.environ["PYTHONPATH"] = ( - # self.site_packages_path + ";" + os.environ.get("PYTHONPATH", "") - # ) - - # if self.bin_path not in os.environ["PATH"]: - # log(f"Adding {self.bin_path} to PATH") - # os.environ["PATH"] = self.bin_path + ";" + os.environ["PATH"] + self.bin_path='' def is_already_installed(self): if self.plugin_settings is False: return False - # elif self.plugin_settings==str(self.version): - # return True - # elif self.plugin_settings!=str(self.version): - # return False + elif self.plugin_settings==str(self.version): + return True + elif self.plugin_settings!=str(self.version): + return False def preliminay_req(self): try: @@ -79,17 +94,14 @@ def preliminay_req(self): try: try: #windows - #self.uninstall_pip(['pip'],os.path.join(self.venv_path,"Scripts","python")) command=install_pip(['ensurepip'],os.path.join(self.venv_path,"Scripts","pythonw.exe")) except Exception: #linux and macos - #self.uninstall_pip(['pip'],os.path.join(self.venv_path,"bin","python")) command=install_pip(['ensurepip'],os.path.join(self.venv_path,"bin","python")) except Exception as e: log(f"An error occurred: {e}") return False - def requirements(self): dir=os.path.abspath(os.path.join(os.path.dirname(os.path.abspath(__file__)), os.pardir)) log(f"verify requirements") @@ -107,16 +119,7 @@ def requirements(self): except: library=parts[0][:-1] version=None - #installed_version=get_package_version(self.qgis_python_interpreter,library) - #if installed_version is None: list_libraries[library]=version - #else: - # if str(installed_version)==str(version) or version==None: - # iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed!',Qgis.Success) - # log(f'{library} is already installed!') - # else: - # log(f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!') - # iface.messageBar().pushMessage(f"{os.getenv('PLUGIN_NAME')}:",f'{library} is already installed but the actual version '+f'({installed_version}) is different than the required ({version}). It may cause errors!',Qgis.Warning) return self.install(list_libraries) def install(self,list_libraries): @@ -152,39 +155,6 @@ def install(self,list_libraries): return False sys.path_importer_cache.clear() - # log_file = os.path.join(tempfile.gettempdir(), "SZ-logs.txt") - # # Add the current date and time to the log file - # current_datetime = datetime.now().strftime("%Y-%m-%d %H:%M:%S") - # log_entry = f"\nLog created on: {current_datetime}\n" - - # if os.path.exists(log_file): - # # If the log file already exists, open it in append mode - # with open(log_file, 'a') as log: - # log.write(log_entry) - # else: - # # If the log file doesn't exist, create it and write the log entry - # with open(log_file, 'w') as log: - # log.write(log_entry) - # try: - # with open(log_file, 'a') as log: - # # Create a temporary log file - # subprocess.check_call(command, stderr=log, stdout=log) - # iface.messageBar().pushMessage("SZ:", 'Dependencies installed successfully!', Qgis.Success) - # except subprocess.CalledProcessError: - # # Read the error message from the temporary log file - # with open(log_file, 'r') as log: - # error_message = log.read() - - # log_link = f'{log_file}' - - # # Construct the error message with the log file link - # error_message = f'Error occurred while installing dependencies. \n{error_message} \nread {log_link} for details.' - # iface.messageBar().pushMessage("SZ Log:", error_message, Qgis.Critical) - # #sys.exit('Error occurred while installing dependencies. Check the log for details.') - # sys.exit(error_message) - - # # Remove the temporary log file - # os.remove(log_file) def unload(self): # Remove path alterations @@ -213,8 +183,3 @@ def unload(self): log(f"Error deleting folder '{self.venv_path}': {e}") QSettings().remove("SZ") print('unloaded') - - - - - diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index 515c1bd..0a292f5 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -1,3 +1,34 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import os import subprocess from subprocess import ( @@ -6,14 +37,10 @@ Popen, ) from typing import List, Union - from pkg_resources import ResolutionError from qgis.core import Qgis, QgsApplication -from qgis.PyQt.QtCore import Qt -from qgis.PyQt.QtWidgets import QProgressDialog from qgis.utils import iface from ..utils import log,warn - import os import platform import subprocess @@ -31,26 +58,14 @@ SW_HIDE, ) - def run_cmd(args, description="sz-plugin load...."): log(f'command:{args}') - - # progress_dlg = QProgressDialog( - # description, "Abort", 0, 0, parent=iface.mainWindow() - # ) - # progress_dlg.setWindowModality(Qt.WindowModal) - - - #progress_dlg.show() - startupinfo = None if os.name == "nt": startupinfo = STARTUPINFO() startupinfo.dwFlags |= STARTF_USESTDHANDLES | STARTF_USESHOWWINDOW startupinfo.wShowWindow = SW_HIDE - process = Popen(args, stdout=PIPE, stderr=STDOUT, startupinfo=startupinfo) - full_output = "" while True: QgsApplication.processEvents() @@ -60,28 +75,14 @@ def run_cmd(args, description="sz-plugin load...."): output = out.decode(errors="replace").strip() full_output += output if output: - #progress_dlg.setLabelText(output) log(output) except subprocess.TimeoutExpired: pass - - #if progress_dlg.wasCanceled(): - # process.kill() if process.poll() is not None: break - #progress_dlg.close() - if process.returncode != 0: warn(f"Command failed.") - # message = QMessageBox( - # QMessageBox.Warning, - # "Command failed", - # f"Encountered an error while {description} !", - # parent=iface.mainWindow(), - # ) - # message.setDetailedText(full_output) - # message.exec_() else: log("Command succeeded.") iface.messageBar().pushMessage( @@ -179,26 +180,21 @@ def add_QGIS_env(prefix_path,plugin_venv): if bin_path not in os.environ["PATH"]: log(f"Adding {bin_path} to PATH") os.environ["PATH"] = bin_path + ";" + os.environ["PATH"] - return (site_packages_path, bin_path) def install_pip(reqs_to_install,interpreter="python"): - """ - Installs given reqs with pip - """ + #Installs given reqs with pip log(f"Will install {reqs_to_install} with {interpreter}") cmd=[ interpreter, "-m", *reqs_to_install ] - run_cmd(cmd)#,f"installing {len(reqs_to_install)} requirements: {reqs_to_install}") + run_cmd(cmd) return(cmd) def pip_uninstall_reqs(reqs_to_uninstall, extra_args=[],interpreter="python pip -m"): - """ - Unnstalls given deps with pip - """ + #Unnstalls given deps with pip log(f"Will pip uninstall {reqs_to_uninstall}") cmd=[ interpreter, @@ -212,9 +208,7 @@ def pip_uninstall_reqs(reqs_to_uninstall, extra_args=[],interpreter="python pip return(cmd) def pip_install_reqs(prefix_path,plugin_venv,reqs_to_install,interpreter="python pip -m"): - """ - Installs given reqs with pip - """ + #Installs given reqs with pip log(f"Will pip install {reqs_to_install} in {os.path.join(prefix_path, plugin_venv)} with {interpreter}") cmd=[ interpreter, @@ -222,11 +216,6 @@ def pip_install_reqs(prefix_path,plugin_venv,reqs_to_install,interpreter="python "pip", "install", *reqs_to_install, - #"-U", - #"--prefer-binary", - #"--user" - #"--prefix", - #prefix_path, ] run_cmd(cmd,f"installing {len(reqs_to_install)} requirements: {reqs_to_install}") return(cmd) @@ -235,7 +224,6 @@ def get_package_version(qgis_python_interpreter,package_name): try: # Use pip to get package information result = subprocess.check_output([qgis_python_interpreter,'-m','pip', 'show', package_name], universal_newlines=True) - # Split the output into lines and find the line containing "Version" lines = result.strip().split('\n') for line in lines: @@ -244,6 +232,4 @@ def get_package_version(qgis_python_interpreter,package_name): return line[len("Version: "):].strip() except (subprocess.CalledProcessError, FileNotFoundError): pass - - return None - + return None \ No newline at end of file diff --git a/sz_module/metadata.txt b/sz_module/metadata.txt index fc42084..10c3a10 100755 --- a/sz_module/metadata.txt +++ b/sz_module/metadata.txt @@ -25,9 +25,10 @@ hasProcessingProvider=yes # Tags are comma separated with spaces allowed tags=susceptibility, cross-validation, pre-processing, statistical methods, hazard -homepage=https://github.com/SZtools/SZ-plugin +homepage=https://sz-docs.readthedocs.io/en/latest/ category=Space-time analysis -# plugin_dependencies= scikit-learn, libpysal +plugin_dependencies= scikit-learn, pygam, pandas, shapely, fiona, seaborn + icon=images/icon.png # experimental flag experimental=False diff --git a/sz_module/scripts/algorithms.py b/sz_module/scripts/algorithms.py index 42f5813..7d9f5e8 100644 --- a/sz_module/scripts/algorithms.py +++ b/sz_module/scripts/algorithms.py @@ -1,30 +1,46 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + from sklearn.preprocessing import StandardScaler -from sklearn.linear_model import LogisticRegression -from sklearn.tree import DecisionTreeClassifier -from sklearn.ensemble import RandomForestClassifier from sklearn.preprocessing import StandardScaler from sklearn.model_selection import StratifiedKFold,LeaveOneOut,TimeSeriesSplit,KFold -from sklearn.svm import SVC import pandas as pd import numpy as np -import math -#from pygam import LinearGAM,LogisticGAM import pickle -import os from collections import OrderedDict from pygam import terms -import csv import matplotlib.pyplot as plt -import json from sklearn.cluster import KMeans -from shapely.geometry import MultiPolygon, Polygon from shapely.wkt import loads - from sklearn.tree import export_text -import plotly.graph_objects as go - -#from mpl_toolkits import mplot3d - class Algorithms(): @@ -36,7 +52,6 @@ def NN_transfer(parameters): prob_predic=parameters['predictors_weights'].predict_proba(df_scaled.loc[:,nomi].to_numpy())[::,1] else: prob_predic=parameters['predictors_weights'].predict(df_scaled.loc[:,nomi].to_numpy()) - #ML_utils.ML_save(classifier,fold,nomi,filename) df['SI']=prob_predic return df @@ -45,23 +60,19 @@ def ML_transfer(parameters): df=parameters['df'] df_scaled=CV_utils.scaler(df,nomi,'standard') prob_predic=parameters['predictors_weights'].predict_proba(df_scaled.loc[:,nomi].to_numpy())[::,1] - #ML_utils.ML_save(classifier,fold,nomi,filename) df['SI']=prob_predic return df def GAM_transfer(parameters): nomi=parameters['nomi'] df=parameters['df'] - #x=df[parameters['field1']] df_scaled=CV_utils.scaler(df,parameters['linear']+parameters['continuous'],'custom') - if parameters['family']=='binomial': - prob_fit=parameters['predictors_weights'].predict_proba(df_scaled[nomi])#[::,1] + prob_fit=parameters['predictors_weights'].predict_proba(df_scaled[nomi]) df['SI']=prob_fit else: - prob_fit=parameters['predictors_weights'].predict(df_scaled[nomi])#[::,1] - #CI = parameters['gam'].prediction_intervals(X_trans, width=.95) - df['SI']=prob_fit#np.exp(prob_fit) + prob_fit=parameters['predictors_weights'].predict(df_scaled[nomi]) + df['SI']=prob_fit return(df) def alg_NNrun(classifier,X,y,train,test,df,fold,nomi,filename='',family=None): @@ -86,17 +97,11 @@ def alg_GAMrun(classifier,X,y,train,test,df,splines=None,dtypes=None,nomi=None,f gam = classifier_selected(splines, dtype=dtypes) gam.gridsearch(X.loc[train,nomi].to_numpy(), y.iloc[train].to_numpy(), lam=lams,progress=False) if family=='binomial': - prob=gam.predict_proba(X.loc[test,nomi].to_numpy())#[::,1] - #CI=gam.confidence_intervals(X.iloc[test,:].to_numpy(),width=0.95) + prob=gam.predict_proba(X.loc[test,nomi].to_numpy()) else: - prob=gam.predict(X.loc[test,nomi].to_numpy())#[::,1] - #CI=gam.prediction_intervals(X.iloc[test,:].to_numpy()) - + prob=gam.predict(X.loc[test,nomi].to_numpy()) GAM_utils.GAM_plot(gam,df.loc[train,nomi],nomi,fold,filename,X.loc[train,nomi]) - #♂GAM_utils.GAM_save(gam,prob,fold,nomi,filename) GAM_utils.GAM_save(gam,fold,filename) - - #GAM_utils.plot_predict(X.iloc[test,:].to_numpy(),prob,CI,fold, filename) CI=[] return prob,CI,gam @@ -109,7 +114,6 @@ def cross_validation(parameters,algorithm,classifier): y=df['y'] if algorithm==Algorithms.alg_GAMrun: df_scaled=CV_utils.scaler(x,parameters['linear']+parameters['continuous']+parameters['tensor'],'custom') - #X[parameters['categorical']]=df[parameters['categorical']] else: df_scaled=CV_utils.scaler(df,nomi,'standard') train_ind={} @@ -118,7 +122,6 @@ def cross_validation(parameters,algorithm,classifier): CI={} cofl=[] df["SI"] = np.nan - #df["CI"] = np.nan coeff=None if parameters['cv_method']=='temporal_TSS' or parameters['cv_method']=='temporal_LOO' or parameters['cv_method']=='spacetime_LOO': train_ind,test_ind,iters_count = CV_utils.cv_method(parameters,df_scaled,df,parameters['nomi']) @@ -126,7 +129,6 @@ def cross_validation(parameters,algorithm,classifier): print('cv: ',i) if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) - #df.loc[test,'CI']=CI[i] elif algorithm==Algorithms.alg_NNrun: prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i),family=parameters['family']) else: @@ -140,7 +142,6 @@ def cross_validation(parameters,algorithm,classifier): print('cv: ',i) if algorithm==Algorithms.alg_GAMrun: prob[i],CI[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],filename=str(i),family=parameters['family']) - #df.loc[test,'CI']=CI[i] elif algorithm==Algorithms.alg_NNrun: prob[i],predictors_weights=algorithm(classifier,df_scaled,y,train_ind[i],test_ind[i],df,fold=parameters['fold'],nomi=nomi,filename=str(i),family=parameters['family']) else: @@ -152,12 +153,10 @@ def cross_validation(parameters,algorithm,classifier): test=np.arange(len(y)) if algorithm==Algorithms.alg_GAMrun: prob[0],CI[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,splines=parameters['splines'],dtypes=parameters['dtypes'],nomi=nomi,fold=parameters['fold'],family=parameters['family']) - #df.loc[test,'CI']=CI[0] elif algorithm==Algorithms.alg_NNrun: prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi,family=parameters['family']) else: prob[0],predictors_weights=algorithm(classifier,df_scaled,y,train,test,df,fold=parameters['fold'],nomi=nomi) - #predictors_weights=None df.loc[test,'SI']=prob[0] test_ind[0]=test @@ -202,16 +201,13 @@ def cv_method(parameters,df_scaled,df,nomi): method = LeaveOneOut() count=0 for ii, (train_time, test_time) in enumerate(method.split(time_index)): - #X_train_time=np.where(df[parameters['time']] != time_index[test_time[0]])[0] X_test_time_index=np.where(df[parameters['time']] == time_index[test_time[0]])[0] for i, (train, test) in enumerate(method.split(np.arange(parameters['testN']))): - #X_train[i] = np.where(kmeans.labels_ != test[0])[0] X_test_space_index = np.where(kmeans.labels_ == test[0])[0] X_test[count]=np.intersect1d(X_test_time_index, X_test_space_index) mask = ~np.isin(np.arange(len(df)), X_test[count]) X_train[count] = np.arange(len(df))[mask] count+=1 - return X_train,X_test,len(X_test) def scaler(df,nomes,scale_method='standard'): @@ -253,7 +249,6 @@ def GAM_formula(parameters): splines = [] dtypes = [] vars_dict = OrderedDict({}) - for i in range(len(GAM_sel)): if GAM_sel[i] in parameters['continuous']: dtypes = dtypes + ['numerical'] @@ -266,12 +261,7 @@ def GAM_formula(parameters): vars_dict[GAM_sel[i]]={'term':'l'} elif GAM_sel[i] in parameters['tensor']: dtypes = dtypes + ['numerical'] - vars_dict[i]={'term':'te'} - - # for i in tensor: - # dtypes = dtypes + ['numerical'] - # vars_dict[i]={'term':'te'} - + vars_dict[i]={'term':'te'} tensor_id=[] splines = terms.TermList() for i,v in enumerate(vars_dict .keys()): @@ -286,24 +276,17 @@ def GAM_formula(parameters): if len(tensor_id)==2: term=terms.TensorTerm(tensor_id[0],tensor_id[1]) splines += term - #splines += terms.TensorTerm(tensor_id[0],tensor_id[1]) - return splines,dtypes def GAM_plot(gam,df,nomi,fold,filename,scaled_df): print('plotting covariates.....') - GAM_sel=nomi - #sc=StandardScaler() - #fig = plt.figure(figsize=(20, 25)) - maX=[] miN=[] for i, term in enumerate(gam.terms): if term.isintercept: continue elif isinstance(gam.terms[i], terms.FactorTerm): - #pdep0, confi0 = gam.partial_dependence(term=i, X=gam.generate_X_grid(term=i), width=0.95) continue elif isinstance(gam.terms[i], terms.TensorTerm): continue @@ -313,7 +296,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): miN=miN+[np.min(confi0[:,0])] MAX=max(maX)+0.2 MIN=min(miN)-0.2 - count=0 countIns=0 for i, term in enumerate(gam.terms): @@ -323,13 +305,12 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): continue count+=1 count=count+countIns - if int(np.ceil(count/3.))<4: rows=4 else: rows=int(np.ceil(count/3.)) - ########################################################################not scaled + ########################################################################not scaled plot fig = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): @@ -341,19 +322,14 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): for n in range(len(df[GAM_sel[i]])-1): X=np.append(X,m+interval) m=m+interval - - ## if isinstance(gam.terms[i], terms.FactorTerm): ax=fig.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## x=df[GAM_sel[i]].unique() y=[] y1=[] y2=[] - for j in range(len(df[GAM_sel[i]].unique())): pdep_unq=np.unique(pdep) confi025_unq=np.unique(confi[:,0]) @@ -361,15 +337,13 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): y.append(pdep_unq[j]) y1.append(confi025_unq[j]) y2.append(confi095_unq[j]) - paired_xy = list(zip(x, y, y1, y2)) paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) x, y, y1, y2= zip(*paired_vectors_sorted) - ax.plot(x,y1,'o', c='gray') ax.plot(x,y2,'o', c='gray') ax.plot(x,y,'o', c='blue') - ax.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) + ax.set_xticks(np.sort(df[GAM_sel[i]].unique())) ax.set_xlabel(GAM_sel[i]) ax.set_ylabel('Partial Effect') ax.set_ylim(MIN,MAX) @@ -377,41 +351,33 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): elif isinstance(gam.terms[i], terms.LinearTerm): ax=fig.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## ax.plot(X, pdep, c='blue') ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax.set_xlabel(GAM_sel[i]) ax.set_ylabel('Partial Effect') ax.set_ylim(MIN,MAX) continue - elif isinstance(gam.terms[i], terms.TensorTerm): - X0=np.array([min(df.iloc[:, i])]) m=np.min(df.iloc[:, i]) interval=(np.max(df.iloc[:, i])-np.min(df.iloc[:, i]))/(100-1) for n in range(100-1): X0=np.append(X0,m+interval) m=m+interval - X1=np.array([min(df.iloc[:, i+1])]) m=np.min(df.iloc[:, i+1]) interval=(np.max(df.iloc[:, i+1])-np.min(df.iloc[:, i+1]))/(100-1) for n in range(100-1): X1=np.append(X1,m+interval) m=m+interval - fig2 = plt.figure(figsize=(8, 8)) XX = gam.generate_X_grid(term=i, meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) ax3d = fig2.subplots() mesh = ax3d.pcolormesh(X0, X1, np.transpose(Z), cmap='viridis', shading='auto') ax3d.set_aspect('equal', adjustable='datalim') - - # Colorbar bbox = ax3d.get_position() x0, y0, x1, y1 = bbox.x0, bbox.y0, bbox.x1, bbox.y1 width = x1 - x0 @@ -420,8 +386,6 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): cbar = plt.colorbar(mesh, cax=cbar_ax) cbar.set_label('Partial Effect', fontsize=16) cbar.ax.tick_params(labelsize=16) - - # Axis labels ax3d.set_xlabel(GAM_sel[i], fontsize=16) ax3d.set_ylabel(GAM_sel[i + 1], fontsize=16) ax3d.tick_params(labelsize=14) @@ -430,38 +394,29 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): elif isinstance(gam.terms[i], terms.SplineTerm): ax=fig.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## ax.plot(X, pdep, c='blue') ax.fill_between(X.ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax.set_xlabel(GAM_sel[i]) ax.set_ylabel('Partial Effect') ax.set_ylim(MIN,MAX) continue - fig.savefig(fold+'/Model_covariates'+filename+'.pdf', bbox_inches='tight') - - - ########################################################################scaled + ########################################################################scaled plot fig1 = plt.figure(figsize=(15,15)) for i, term in enumerate(gam.terms): if term.isintercept: continue - if isinstance(gam.terms[i], terms.FactorTerm): ax1=fig1.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## - x=df[GAM_sel[i]].unique()#np.sort(df[GAM_sel[i]].unique()) + x=df[GAM_sel[i]].unique() y=[] y1=[] y2=[] - for j in range(len(df[GAM_sel[i]].unique())): pdep_unq=np.unique(pdep) confi025_unq=np.unique(confi[:,0]) @@ -472,38 +427,31 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): paired_xy = list(zip(x, y, y1, y2)) paired_vectors_sorted = sorted(paired_xy, key=lambda x: x[0]) x, y, y1, y2= zip(*paired_vectors_sorted) - ax1.plot(x,y1,'o', c='gray') ax1.plot(x,y2,'o', c='gray') ax1.plot(x,y,'o', c='blue') - ax1.set_xticks(np.sort(df[GAM_sel[i]].unique()))#, rotation=45) + ax1.set_xticks(np.sort(df[GAM_sel[i]].unique())) ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') ax1.set_ylim(MIN,MAX) continue - elif isinstance(gam.terms[i], terms.LinearTerm): ax1=fig1.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## ax1.plot(XX[:, term.feature], pdep, c='blue') ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') ax1.set_ylim(MIN,MAX) continue - elif isinstance(gam.terms[i], terms.TensorTerm): fig3 = plt.figure(figsize=(8, 8)) XX = gam.generate_X_grid(term=i, meshgrid=True) Z = gam.partial_dependence(term=i, X=XX, meshgrid=True) ax3d = fig3.subplots() mesh = ax3d.pcolormesh(XX[0], XX[1], Z, cmap='viridis', shading='auto') - ax3d.set_aspect('equal', adjustable='datalim') # Ensure square graph area - - # Colorbar + ax3d.set_aspect('equal', adjustable='datalim') bbox = ax3d.get_position() x0, y0, x1, y1 = bbox.x0, bbox.y0, bbox.x1, bbox.y1 width = x1 - x0 @@ -512,41 +460,28 @@ def GAM_plot(gam,df,nomi,fold,filename,scaled_df): cbar = plt.colorbar(mesh, cax=cbar_ax) cbar.set_label('Partial Effect', fontsize=16) cbar.ax.tick_params(labelsize=16) - - # Axis labels ax3d.set_xlabel(GAM_sel[i], fontsize=16) ax3d.set_ylabel(GAM_sel[i + 1], fontsize=16) ax3d.tick_params(labelsize=14) - - # Save the figure fig3.savefig(fold + '/Model_covariates_interaction_scaled' + filename + '.pdf', bbox_inches='tight') - continue - elif isinstance(gam.terms[i], terms.SplineTerm): ax1=fig1.add_subplot(rows, 3, i+1) - ## XX = gam.generate_X_grid(term=i,n=len(df[GAM_sel[i]])) pdep, confi = gam.partial_dependence(term=i, X=XX, width=0.95) - ## ax1.plot(XX[:, term.feature], pdep, c='blue') ax1.fill_between(XX[:, term.feature].ravel(), y1=confi[:,0], y2=confi[:,1], color='gray', alpha=0.2) ax1.set_xlabel(GAM_sel[i]) ax1.set_ylabel('Partial Effect') ax1.set_ylim(MIN,MAX) continue - fig1.savefig(fold+'/Model_covariates_scaled'+filename+'.pdf', bbox_inches='tight') - del gam del df - def GAM_save(gam,fold,filename=''): print('saving gam.pkl.....') filename_pkl = fold+'/gam_coeff'+filename+'.pkl' - #filename_txt = parameters['fold']+'/gam_coeff.txt' - with open(filename_pkl, 'wb') as filez: pickle.dump(gam, filez) del gam @@ -579,8 +514,6 @@ def ML_save(classifier,fold,nomi, filename): }) coeff_df.to_csv(fold+'/coefficients'+filename+'.csv', index=False) - - class NN_utils(): def NN_plot(NNclassifier,fold,filename): plt.figure(figsize=(10, 6)) @@ -590,6 +523,4 @@ def NN_plot(NNclassifier,fold,filename): plt.ylabel('Loss',fontsize=16) plt.grid() plt.legend(['Train','Test'],prop={'size': 16}) - plt.savefig(fold+'/loss_curve'+filename+'.pdf', bbox_inches='tight') - - \ No newline at end of file + plt.savefig(fold+'/loss_curve'+filename+'.pdf', bbox_inches='tight') \ No newline at end of file diff --git a/sz_module/scripts/classcovdeciles.py b/sz_module/scripts/classcovdeciles.py index ccbddf8..f68230a 100644 --- a/sz_module/scripts/classcovdeciles.py +++ b/sz_module/scripts/classcovdeciles.py @@ -1,16 +1,14 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - 02 FR Fitting/CrossValid begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -28,12 +26,8 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' from qgis.PyQt.QtCore import QCoreApplication,QVariant from qgis.core import (QgsProcessing, @@ -50,43 +44,12 @@ QgsProcessingParameterField, ) import matplotlib.pyplot as plt - -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np from qgis import * # ############################## import matplotlib.pyplot as plt -from processing.algs.gdal.GdalUtils import GdalUtils class classcovdecAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # STRING = 'STRING' - # FILE = 'FILE' - # STRING3 = 'STRING3' - # OUTPUT = 'OUTPUT' - # NUMBER = 'NUMBER' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return classcovdecAlgorithm() - - # def name(self): - # return 'classy filed in quantiles' - - # def displayName(self): - # return self.tr('07 Classify field in quantiles') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("Apply classification to field in quantiles") def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('covariates'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) @@ -95,41 +58,31 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('number of percentile (4=quartiles, 10=deciles)'), type=QgsProcessingParameterNumber.Integer, defaultValue = 10, minValue=1)) def process(self, parameters, context, model_feedback): - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field'] = self.parameterAsString(parameters, self.STRING, context) if parameters['field'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['nome'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['nome'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - parameters['num'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['num'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field': parameters['field'], 'nome' : parameters['nome'], 'num' : parameters['num'] } - outputs['crs']=Functions.classify(alg_params) - feedback.setCurrentStep(1) if feedback.isCanceled(): return {} @@ -140,13 +93,11 @@ def classify(parameters):###############classify causes according to txt classes layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') crs=layer.crs() features = layer.getFeatures() - field=np.array([]) for feature in features: field=np.append(field,feature.attribute(parameters['field'])) deciles=np.percentile(field, np.arange(100/parameters['num'], 100, 100/parameters['num'])) # deciles deciles=np.hstack((np.min(field)-0.1,deciles,np.max(field)+0.1)) - print(deciles,'classes') Min={} Max={} clas={} @@ -160,7 +111,6 @@ def classify(parameters):###############classify causes according to txt classes key_min=None key_max = max(Max.keys(), key=(lambda k: Max[k])) key_min = min(Min.keys(), key=(lambda k: Min[k])) - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') crs=layer.crs() layer.dataProvider().addAttributes([QgsField(parameters['nome'], QVariant.Int)]) @@ -169,7 +119,6 @@ def classify(parameters):###############classify causes according to txt classes layer.startEditing() count=0 feat=[] - for feature in features: ff=feature.attribute(parameters['field']) for i in range(1,countr): @@ -178,5 +127,4 @@ def classify(parameters):###############classify causes according to txt classes layer.updateFeature(feature) layer.commitChanges() QgsProject.instance().reloadAllLayers() - return(crs) \ No newline at end of file diff --git a/sz_module/scripts/classcovtxt.py b/sz_module/scripts/classcovtxt.py index 25a71f9..e6b8348 100644 --- a/sz_module/scripts/classcovtxt.py +++ b/sz_module/scripts/classcovtxt.py @@ -1,15 +1,14 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -27,12 +26,8 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' from qgis.PyQt.QtCore import QCoreApplication,QVariant from qgis.core import (QgsProcessing, @@ -47,13 +42,9 @@ QgsProcessingParameterString, QgsProcessingParameterField, QgsProcessingParameterFile) -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np from qgis import * -# ############################## import csv -from processing.algs.gdal.GdalUtils import GdalUtils class classcovtxtAlgorithm(QgsProcessingAlgorithm): def init(self, config=None): @@ -66,23 +57,18 @@ def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field'] = self.parameterAsString(parameters, self.STRING, context) if parameters['field'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['txt'] = self.parameterAsFile(parameters, self.FILE, context)#.source() if parameters['txt'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FILE)) - parameters['nome'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['nome'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) @@ -102,7 +88,7 @@ def process(self, parameters, context, model_feedback): return results class Functions(): - def classify(parameters):###############classify causes according to txt classes + def classify(parameters):#classify causes according to txt classes Min={} Max={} clas={} @@ -114,16 +100,14 @@ def classify(parameters):###############classify causes according to txt classes b=np.asarray(cond) Min[countr]=b[0].astype(np.float32) Max[countr]=b[1].astype(np.float32) - clas[countr]=b[2]#.astype(int) + clas[countr]=b[2] countr+=1 key_max=None key_min=None key_max = max(Max.keys(), key=(lambda k: Max[k])) key_min = min(Min.keys(), key=(lambda k: Min[k])) - layer = QgsVectorLayer(parameters['INPUT_VECTOR_LAYER'], '', 'ogr') crs=layer.crs() - layer.dataProvider().addAttributes([QgsField(parameters['nome'], QVariant.Int)]) layer.updateFields() layer.startEditing() @@ -138,5 +122,4 @@ def classify(parameters):###############classify causes according to txt classes layer.updateFeature(feature) layer.commitChanges() QgsProject.instance().reloadAllLayers() - return(crs) - + return(crs) \ No newline at end of file diff --git a/sz_module/scripts/classvector.py b/sz_module/scripts/classvector.py index 83938d5..9eff863 100755 --- a/sz_module/scripts/classvector.py +++ b/sz_module/scripts/classvector.py @@ -1,34 +1,33 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . ***************************************************************************/ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' from qgis.core import (QgsProcessing, QgsProcessingException, @@ -45,7 +44,6 @@ ) from sklearn.metrics import roc_curve, auc from sklearn.metrics import roc_auc_score -import math import operator import os import numpy as np @@ -53,13 +51,10 @@ import operator from qgis import * # ############################## -import matplotlib.pyplot as plt -from processing.algs.gdal.GdalUtils import GdalUtils import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils - class classvAlgorithm(QgsProcessingAlgorithm): def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) @@ -73,33 +68,25 @@ def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field1'] = self.parameterAsString(parameters, self.STRING, context) if parameters['field1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['edgesGA'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['edgesGA'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - parameters['classes'] = self.parameterAsEnum(parameters, self.NUMBER, context) if parameters['classes'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - SZ_utils.make_directory({'path':parameters['edgesGA']}) alg_params = { @@ -109,7 +96,6 @@ def process(self, parameters, context, model_feedback): } outputs['gdp'],outputs['crs']=SZ_utils.load_cv(self.f,alg_params) - #list_of_values=list(np.arange(10)) self.list_of_values=outputs['gdp']['SI'] QgsMessageLog.logMessage(str(len(self.list_of_values)), 'MyPlugin', level=Qgis.Info) @@ -160,11 +146,10 @@ def load(parameters): return df,crs def classy(parameters): - df=parameters['df'] y_true=np.array(df['y']).reshape(-1,1) scores=np.array(df['SI']).reshape(-1,1) - y_scores=np.array(df['SI']).reshape(-1,1)#.to_numpy() + y_scores=np.array(df['SI']).reshape(-1,1) r=roc_auc_score(y_true, scores) print('AUC =',r) giri=20*parameters['NUMBER'] @@ -227,7 +212,6 @@ def classy(parameters): summ+=1 ##########################PASS count+=1 - #########################GA file={} qq=0 @@ -252,7 +236,6 @@ def classy(parameters): classes1=classes tpr1=ttpr fpr1=ffpr - try: file = open(parameters['OUTPUT']+'/plotROC.txt','w')#################save txt except: @@ -272,4 +255,4 @@ def rok(y,w,nclasses,c): yy=np.append(tpra[index],yy) xx=np.append(np.array([0]),xx) yy=np.append(np.array([0]),yy) - return(xx,yy) + return(xx,yy) \ No newline at end of file diff --git a/sz_module/scripts/classvectorw.py b/sz_module/scripts/classvectorw.py index 0554354..026f6eb 100755 --- a/sz_module/scripts/classvectorw.py +++ b/sz_module/scripts/classvectorw.py @@ -1,17 +1,14 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classvAlgorithmW begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - classvAlgorithmW - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,12 +26,8 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' from qgis.core import (QgsProcessing, QgsProcessingException, @@ -48,7 +41,7 @@ QgsProcessingParameterFolderDestination, QgsProcessingParameterField, ) -from sklearn.metrics import roc_curve, auc +from sklearn.metrics import roc_curve from sklearn.metrics import roc_auc_score import math import operator @@ -56,17 +49,12 @@ import numpy as np import math import operator -import random from qgis import * # ############################## -import matplotlib.pyplot as plt -import csv -from processing.algs.gdal.GdalUtils import GdalUtils import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils - class classvAlgorithmW(QgsProcessingAlgorithm): def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) @@ -81,32 +69,24 @@ def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field1'] = self.parameterAsString(parameters, self.STRING, context) if parameters['field1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['w'] = self.parameterAsString(parameters, self.STRING3, context) if parameters['w'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - parameters['edgesGA'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['edgesGA'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) - parameters['classes'] = self.parameterAsEnum(parameters, self.NUMBER, context) if parameters['classes'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) @@ -135,17 +115,13 @@ def process(self, parameters, context, model_feedback): return {} return results - class Functions(): def classy(parameters): - df=parameters['df'] y_true=np.array(df['y']).reshape(-1,1) scores=np.array(df['SI']).reshape(-1,1) y_scores=np.array(df['SI']).reshape(-1,1) W=np.array(df[parameters['W']]).reshape(-1,1) - - ################################figure fpr1, tpr1, tresh1 = roc_curve(y_true,scores,sample_weight=W) r=roc_auc_score(y_true, scores) print('AUC =',r) @@ -209,7 +185,6 @@ def classy(parameters): summ+=1 ##########################PASS count+=1 - #########################GA file={} qq=0 @@ -276,4 +251,4 @@ def rok(x,y,w,nclasses,c): yy=np.append(tpra[index],yy) xx=np.append(np.array([0]),xx) yy=np.append(np.array([0]),yy) - return(xx,yy) + return(xx,yy) \ No newline at end of file diff --git a/sz_module/scripts/cleaning.py b/sz_module/scripts/cleaning.py index 271aa77..eaeba47 100755 --- a/sz_module/scripts/cleaning.py +++ b/sz_module/scripts/cleaning.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - cleankernelAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - cleankernelAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,10 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -from PyQt5.QtCore import QCoreApplication from qgis.core import (QgsProcessing, QgsProcessingException, QgsProcessingAlgorithm, @@ -47,74 +43,47 @@ import numpy as np from osgeo import gdal,osr,ogr import sys -from qgis.core import QgsMessageLog import os from scipy.ndimage import generic_filter -from qgis.core import Qgis from processing.algs.gdal.GdalUtils import GdalUtils import tempfile - class cleankernelAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'Inventory' - # INPUT1 = 'Slope' - # EXTENT = 'Extension' - # NUMBER = 'BufferRadiousInPxl' - # NUMBER1 = 'minSlopeAcceptable' - # OUTPUT = 'OUTPUT' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) - self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) - self.addParameter(QgsProcessingParameterVectorDestination(self.OUTPUT, self.tr('Output layer'), type=QgsProcessing.TypeVectorPoint, createByDefault=True, defaultValue=None)) - self.addParameter(QgsProcessingParameterExtent(self.EXTENT, self.tr('Extension'), defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Buffer radius in pixels'), type=QgsProcessingParameterNumber.Integer)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER1, self.tr('Min value acceptable'), type=QgsProcessingParameterNumber.Integer)) def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() - feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} outputs = {} - parameters['Slope'] = self.parameterAsRasterLayer(parameters, self.INPUT1, context).source() if parameters['Slope'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['Inventory']=source.source() if parameters['Inventory'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['poly'] = self.parameterAsExtent(parameters, self.EXTENT, context) if parameters['poly'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.EXTENT)) - parameters['BufferRadiousInPxl'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['BufferRadiousInPxl'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - parameters['minSlopeAcceptable'] = self.parameterAsInt(parameters, self.NUMBER1, context) if parameters['minSlopeAcceptable'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) - outFile = self.parameterAsOutputLayer(parameters, self.OUTPUT, context) - parameters['out'], outputFormat = GdalUtils.ogrConnectionStringAndFormat(outFile, context) - if parameters['out'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - # Intersectionpoly alg_params = { 'INPUT_RASTER_LAYER': parameters['Slope'], 'INPUT_EXTENT': parameters['Extension'], @@ -137,7 +106,6 @@ def process(self, parameters, context, feedback): 'ymin':outputs['ymin'], 'ymax':outputs['ymax'], 'fold':self.f - } outputs['raster'],outputs['ds1'],outputs['XY']=Functions.importingandcounting(alg_params) @@ -203,8 +171,8 @@ def process(self, parameters, context, feedback): feedback.setCurrentStep(1) if feedback.isCanceled(): return {} - return results + class Functions(): def extent(parameters): limits=np.fromstring(parameters['INPUT_EXTENT'], dtype=float, sep=',') @@ -226,7 +194,7 @@ def importingandcounting(parameters): try: os.system('gdal_translate -of GTiff -ot Float32 -strict -outsize ' + str(newXNumPxl) +' '+ str(newYNumPxl) +' -projwin ' +str(parameters['xmin'])+' '+str(parameters['ymax'])+' '+ str(parameters['xmax']) + ' ' + str(parameters['ymin']) +' -co COMPRESS=DEFLATE -co PREDICTOR=1 -co ZLEVEL=6 ' + parameters['INPUT_RASTER_LAYER'] +' '+ f+'/sizedslopexxx.tif') except: - raise ValueError # Failure to save sized cause, see 'WoE' Log Messages Panel + raise ValueError del ds ds1=gdal.Open(f+'/sizedslopexxx.tif') if ds1 is None: @@ -236,7 +204,6 @@ def importingandcounting(parameters): raster[0][raster[0]==nodata]=-9999 x = ds1.RasterXSize y = ds1.RasterYSize - gtdem= ds1.GetGeoTransform() size=np.array([abs(gtdem[1]),abs(gtdem[5])]) OS=np.array([gtdem[0],gtdem[3]]) @@ -314,7 +281,6 @@ def saveV(parameters): if os.path.exists(parameters['OUTPUT']): driver.DeleteDataSource(parameters['OUTPUT']) ds=driver.CreateDataSource(parameters['OUTPUT']) - srs=osr.SpatialReference(wkt = s1.GetProjection()) layer = ds.CreateLayer("inventory_cleaned", srs, ogr.wkbPoint) field_name = ogr.FieldDefn("id", ogr.OFTInteger) @@ -337,22 +303,4 @@ def saveV(parameters): feature = None # Save and close the data source ds = None - return parameters['OUTPUT'] - - # def createInstance(self): - # return cleankernelAlgorithm() - - # def name(self): - # return 'clean points' - - # def displayName(self): - # return self.tr('01 Clean Points By Raster Kernel Value') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("It selects and remove features from point vector by a kernel raster condition") + return parameters['OUTPUT'] \ No newline at end of file diff --git a/sz_module/scripts/corrplot.py b/sz_module/scripts/corrplot.py index 687a3ae..e6bf702 100644 --- a/sz_module/scripts/corrplot.py +++ b/sz_module/scripts/corrplot.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,8 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, @@ -43,12 +41,10 @@ QgsProcessingParameterField, ) from qgis.core import * -from qgis.utils import iface import numpy as np from qgis import * # ############################## import matplotlib.pyplot as plt -from processing.algs.gdal.GdalUtils import GdalUtils import pandas as pd import tempfile import seaborn as sns @@ -66,19 +62,15 @@ def process(self, parameters, context, feedback): feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} outputs = {} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field1'] = self.parameterAsFields(parameters, self.STRING, context) if parameters['field1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['folder'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) diff --git a/sz_module/scripts/graphs_lsdstats_kernel.py b/sz_module/scripts/graphs_lsdstats_kernel.py index 1afe23a..6aceee6 100755 --- a/sz_module/scripts/graphs_lsdstats_kernel.py +++ b/sz_module/scripts/graphs_lsdstats_kernel.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - statistickernel begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - statistickernel - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,146 +26,63 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -#in input la tabella attributi costruita usando le funzioni -#di saga: grid statistic for points, add raster values to points - -from qgis.PyQt.QtCore import QCoreApplication,QVariant from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, - QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, QgsProcessingParameterFolderDestination ) -from qgis import processing import numpy as np -import math -import operator -import random from qgis import * -############################## -#from osgeo import gdal,osr,ogr -import sys,os import math -import csv import matplotlib.pyplot as plt -from osgeo import gdal,osr,ogr -import sys import math -import csv from .utils import SZ_utils -# import plotly.tools as plotly_tools -# import plotly.graph_objs as go -# import chart_studio.plotly as py -# from IPython.display import HTML -# import chart_studio -# import plotly.offline -# from plotly.subplots import make_subplots - class statistickernel(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # STRING = 'STRING' - # FOLDER = 'FOLDER' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return statistickernel() - - # def name(self): - # return 'points kernel graphs' - - # def displayName(self): - # return self.tr('04 Points kernel graphs') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("It creates graphs of '03 Points Kernel Statistics' output") def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) - #self.addParameter(QgsProcessingParameterNumber('BufferRadiousInPxl', 'Buffer radiou in pixels', type=QgsProcessingParameterNumber.Integer, defaultValue = 2, minValue=1)) - #self.addParameter(QgsProcessingParameterFileDestination('outcsv', 'outcsv', '*.csv', defaultValue='/media/jack/MyBook/irpi/OutputPaperBRI/Travis/lsd06-2020.csv')) - #self.addParameter(QgsProcessingParameterField('fieldID', 'fieldID', type=QgsProcessingParameterField.Any, parentLayerParameterName='lsd', allowMultiple=False, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'ID field', parentLayerParameterName=self.INPUT, defaultValue=None)) - #self.addParameter(QgsProcessingParameterString(self.STRING, 'fieldID', multiLine=False, defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.FOLDER, 'Folder destination of the graphs', defaultValue=None, createByDefault = True)) - #self.addParameter(QgsProcessingParameterRasterLayer('slope', 'raster', defaultValue='/home/irpi/SinoItalian_Lab/Tier1_SouthAsia/Data/Slope_SE_250m_3857Travis.tif')) - #self.addParameter(QgsProcessingParameterVectorDestination('Out', 'out', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) - #parameters['fieldID']='ev_id' - def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - parameters['lsd'] = self.parameterAsVectorLayer(parameters, self.INPUT, context).source() if parameters['lsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['fieldID'] = self.parameterAsString(parameters, self.STRING, context) if parameters['fieldID'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['folder'] = self.parameterAsString(parameters, self.FOLDER, context) if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FOLDER)) SZ_utils.make_directory({'path':parameters['folder']}) - alg_params = { - #'OUTPUT': parameters['outcsv'], 'ID': parameters['fieldID'], 'INPUT2': parameters['lsd'], 'OUT': parameters['folder'] } Functions.input(alg_params) - #vlayer = QgsVectorLayer(parameters['Out1'], 'vector', "ogr") - #QgsProject.instance().addMapLayer(vlayer) feedback.setCurrentStep(1) if feedback.isCanceled(): return {} return results - ############################################## - class Functions(): def input(parameters): layer = QgsVectorLayer(parameters['INPUT2'], 'vector', "ogr") - list_field=[] fields=layer.fields() for i in range(layer.fields().count()): @@ -187,29 +101,18 @@ def input(parameters): vf=vf+[valuesrow[i][ii]] count+=1 valuesfield[list_field[ii]]=vf - #print(valuesfield['mean']==) matrice=np.array([np.asarray(valuesfield['real']),np.asarray(valuesfield['max']), valuesfield['min'],valuesfield['std'],valuesfield['sum'], valuesfield['average'],valuesfield['range']]) - #print(valuesfield['mean']) - matrice = matrice[::, matrice[0,].argsort()] # Plot lista=['real','max','min','std','sum','average','range'] for i in range(7): fig=plt.figure() - - - #plt.plot(np.arange(len(valuesfield['ev_id'])), matrice[7,:]) - #plt.title('') plt.xlabel('points') plt.ylabel('raster value') - plt.grid() - plt.plot(np.arange(len(valuesfield['id'])), matrice[i,:]) plt.legend([lista[i]],loc="upper left") print(parameters['OUT']+'/fig'+lista[i]+'.pdf') - plt.savefig(parameters['OUT']+'/fig'+lista[i]+'.pdf',bbox_inches='tight') - - \ No newline at end of file + plt.savefig(parameters['OUT']+'/fig'+lista[i]+'.pdf',bbox_inches='tight') \ No newline at end of file diff --git a/sz_module/scripts/lsdanalysis.py b/sz_module/scripts/lsdanalysis.py index 180174a..8ce0f5f 100755 --- a/sz_module/scripts/lsdanalysis.py +++ b/sz_module/scripts/lsdanalysis.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - statistic begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - statistic - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,90 +26,35 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -from qgis.PyQt.QtCore import QCoreApplication,QVariant from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, - QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, QgsProcessingParameterFolderDestination, QgsProcessingParameterField ) -from qgis import processing -from osgeo import gdal,ogr,osr +from osgeo import ogr import numpy as np -import math -import operator -import random from qgis import * -############################## import matplotlib.pyplot as plt import csv -from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio import plotly.offline import plotly.graph_objs as go from .utils import SZ_utils class statistic(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # OUTPUT = 'OUTPUT' - # STRING = 'STRING' - # FOLDER = 'FOLDER' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return statistic() - - # def name(self): - # return 'attributes analysis' - - # def displayName(self): - # return self.tr('02 Attribute Table Statistics') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("analysis of the points density distribution by attribute fields") def init(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Vector'), types=[QgsProcessing.TypeVectorAnyGeometry], defaultValue=None)) - #self.addParameter(QgsProcessingParameterField('fieldID', 'fieldID', type=QgsProcessingParameterField.Any, parentLayerParameterName='lsd', allowMultiple=False, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'ID field', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output csv', '*.csv', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.FOLDER, 'Folder destination', defaultValue=None,createByDefault = True)) - #parameters['fieldID']='ev_id' def process(self, parameters, context, model_feedback): feedback = QgsProcessingMultiStepFeedback(1, model_feedback) @@ -121,25 +63,18 @@ def process(self, parameters, context, model_feedback): parameters['lsd'] = self.parameterAsVectorLayer(parameters, self.INPUT, context).source() if parameters['lsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['outcsv'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) if parameters['outcsv'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - print(parameters['outcsv']) - parameters['fieldID'] = self.parameterAsString(parameters, self.STRING, context) if parameters['fieldID'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['folder'] = self.parameterAsString(parameters, self.FOLDER, context) if parameters['folder'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.FOLDER)) SZ_utils.make_directory({'path':parameters['folder']}) - #cio - #output, outputFormat = GdalUtils.ogrConnectionStringAndFormat(outFile, context) - alg_params = { 'OUTPUT': parameters['outcsv'], 'ID': parameters['fieldID'], @@ -147,8 +82,6 @@ def process(self, parameters, context, model_feedback): 'PATH' : parameters['folder'] } Functions.input(alg_params) - - ############################################## return{} class Functions(): @@ -178,7 +111,6 @@ def input(parameters): counter={} finder={} for ii in range(len(list_field)): - #print(valuesfield['ls_trig'].count(indice['ls_trig'][0])) l=valuesfield[list_field[ii]] counter[list_field[ii]]=dict((x,l.count(x)) for x in set(l)) chiavi=[] @@ -191,49 +123,28 @@ def input(parameters): c=None b=list(finder[list_field[ii]][0]) for jj in range(len(finder[list_field[ii]][0])): - #print(np.asarray(valuesfield['ls_trig'])) d=np.asarray(valuesfield[parameters['ID']]) c=d[np.asarray(valuesfield[list_field[ii]])==b[jj]] a.append((c.tolist())) f[list_field[ii]]=a - #print(counter['src_name'].keys()) - #print(counter['src_name'].values()) w = csv.writer(open(parameters['OUTPUT'], "w")) w.writerow(['Field','Record','Count',parameters['ID']]) for key, val in counter.items(): count=0 for key1, val1 in counter[key].items(): - #if key=='ls_trig': w.writerow([key, key1, val1,f[key][count]]) count+=1 - fig = plt.figure() - #ax = fig.add_axes() try: - #listax=counter[key].keys() - #listax=list(filter(None,listax)) - #x = listax x=list(counter[key].keys()) - #lista=counter[key].values() - #lista=list(filter(None,lista)) - #y =lista y=list(counter[key].values()) - plt.bar(x, y, align='center', alpha=0.8) - ##ax.bar(langs,students) plt.xticks(rotation=60) plt.grid(True) plt.title(key) - #print(parameters['PATH']) plt.savefig(parameters['PATH']+'/fig'+key+'.png',bbox_inches='tight') fig=go.Figure() fig.add_trace(go.Bar( x=x, y=y)) - #fig.update_layout(title='Panaro') - # Set x-axis title - #fig.update_xaxes(title_text="Data") - # Set y-axes titles - #fig.update_yaxes(title_text="Livello idromerico piezometri (m s.l.m.)", secondary_y=False) - #fig.update_yaxes(title_text="Livello idrometrico (m s.l.m.)", secondary_y=True) plotly.offline.plot(fig, filename=parameters['PATH']+'/fig'+key) except: - print('error, skip field: ', key) + print('error, skip field: ', key) \ No newline at end of file diff --git a/sz_module/scripts/randomsampler3.py b/sz_module/scripts/randomsampler3.py index 42b1fe9..2db53e7 100755 --- a/sz_module/scripts/randomsampler3.py +++ b/sz_module/scripts/randomsampler3.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - samplerAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - samplerAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,10 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -from qgis.PyQt.QtCore import QCoreApplication,QVariant from qgis.core import (QgsProcessing, QgsProcessingException, QgsProcessingAlgorithm, @@ -50,41 +46,12 @@ import numpy as np import random from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile import os from osgeo import gdal,ogr class samplerAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'lsd' - # OUTPUT1 = 'vout' - # OUTPUT2 = 'tout' - # MASK = 'poly' - # NUMBER = 'w' - # NUMBER1 = 'h' - # NUMBER2 = 'train' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return samplerAlgorithm() - - # def name(self): - # return 'points sampler' - - # def displayName(self): - # return self.tr('05 Points Sampler') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("Sample randomly training and validating datasets with the contraint to have only training or validating points per pixel") def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) @@ -97,39 +64,31 @@ def init(self, config=None): def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() - feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - parameters['lsd'] = self.parameterAsVectorLayer(parameters, self.INPUT, context).source() if parameters['lsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['poly'] = self.parameterAsVectorLayer(parameters, self.MASK, context).source() if parameters['poly'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.MASK)) - parameters['w'] = self.parameterAsInt(parameters, self.NUMBER, context) if parameters['w'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - parameters['h'] = self.parameterAsInt(parameters, self.NUMBER1, context) if parameters['h'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER1)) - parameters['train'] = self.parameterAsInt(parameters, self.NUMBER2, context) if parameters['train'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER2)) - parameters['vout'] = self.parameterAsFileOutput(parameters, self.OUTPUT1, context) if parameters['vout'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT1)) - parameters['tout'] = self.parameterAsFileOutput(parameters, self.OUTPUT2, context) if parameters['tout'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT2)) - + alg_params = { 'INPUT': parameters['lsd'], 'INPUT1': parameters['poly'], @@ -159,24 +118,19 @@ def process(self, parameters, context, model_feedback): } Functions.save(alg_params) - vlayer = QgsVectorLayer(parameters['vout'], 'valid', "ogr") QgsProject.instance().addMapLayer(vlayer) - - vlayer1 = QgsVectorLayer(parameters['tout'], 'train', "ogr") - QgsProject.instance().addMapLayer(vlayer1) + tlayer1 = QgsVectorLayer(parameters['tout'], 'train', "ogr") + QgsProject.instance().addMapLayer(tlayer1) fileName = parameters['vout'] - print(fileName) layer1 = QgsVectorLayer(fileName,"test","ogr") subLayers =layer1.dataProvider().subLayers() for subLayer in subLayers: name = subLayer.split('!!::!!')[1] - print(name,'name') uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') # Create layer sub_vlayer = QgsVectorLayer(uri, name, 'ogr') if not sub_vlayer.isValid(): @@ -186,15 +140,12 @@ def process(self, parameters, context, model_feedback): context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('sample', context.project(),'LAYER1')) fileName = parameters['tout'] - print(fileName) layer1 = QgsVectorLayer(fileName,"test","ogr") subLayers =layer1.dataProvider().subLayers() for subLayer in subLayers: name = subLayer.split('!!::!!')[1] - print(name,'name') uri = "%s|layername=%s" % (fileName, name,) - print(uri,'uri') # Create layer sub_vlayer = QgsVectorLayer(uri, name, 'ogr') if not sub_vlayer.isValid(): @@ -223,19 +174,17 @@ def resampler(parameters): xsize=newXNumPxl ysize=newYNumPxl origine=[xmin,ymax] - ######################################### - #try: dem_datas=np.zeros((ysize,xsize),dtype='int64') # write the data to output file rf1=f+'/inv_sampler.tif' dem_datas1=np.zeros(np.shape(dem_datas),dtype='float32') - dem_datas1[:]=dem_datas[:]#[::-1] + dem_datas1[:]=dem_datas[:] w1=parameters['w'] h1=parameters['h']*(-1) Functions.array2raster(rf1,w1,h1,dem_datas1,origine,parameters['INPUT'])##########rasterize inventory del dem_datas del dem_datas1 - ################################## + IN1a=rf1 IN2a=f+'/invq_sampler.tif' IN3a=f+'/inventorynxn_sampler.tif' @@ -271,33 +220,24 @@ def array2raster(newRasterfn,pixelWidth,pixelHeight,array,oo,lsd): driver = gdal.GetDriverByName('GTiff') print(newRasterfn) print(int(cols), int(rows)) - gdal.UseExceptions() try: outRaster = driver.Create(newRasterfn, int(cols), int(rows), 1, gdal.GDT_Float32) except Exception as e: print(f"Error creating raster dataset: {e}") - #outRaster = driver.Create(newRasterfn, int(cols), int(rows), 1, gdal.GDT_Float32) outRaster.SetGeoTransform((originX, pixelWidth, 0, originY, 0, pixelHeight)) outband = outRaster.GetRasterBand(1) outband.SetNoDataValue(-9999) outband.WriteArray(array) - #outRasterSRS = osr.SpatialReference() - #outRasterSRS.ImportFromEPSG(int(self.epsg[self.epsg.rfind(':')+1:])) outRaster.SetProjection(ds.GetLayer().GetSpatialRef().ExportToWkt()) outband.FlushCache() - print(cols,rows,originX, pixelWidth,originY, pixelHeight, 'array2raster') del array def cut(in1,in3,poly): - - #if self.polynum==1: try: if os.path.isfile(in3): os.remove(in3) - processing.run('gdal:cliprasterbymasklayer', {'INPUT': in1,'MASK': poly, 'NODATA': -9999, 'ALPHA_BAND': False, 'CROP_TO_CUTLINE': True, 'KEEP_RESOLUTION': True, 'MULTITHREADING': True, 'OPTIONS': '', 'DATA_TYPE': 6,'OUTPUT': in3}) - except: QgsMessageLog.logMessage("Failure to save sized /tmp input", tag="WoE") raise ValueError # Failure to save sized /tmp input Log Messages Panel @@ -335,23 +275,19 @@ def vector2arrayinv(raster,lsd,invzero,parameters): OS=np.array([xm,yM]) NumPxl=(np.ceil(abs((XY-OS)/size)-1)).astype(int)#from 0 first cell valuess=np.zeros(np.shape(invzero),dtype='float32') - for i in range(count): if XY[i,1]<=yM and XY[i,1]>=ym and XY[i,0]<=xM and XY[i,0]>=xm: valuess[NumPxl[i,1].astype(int),NumPxl[i,0].astype(int)]=1 rows,cols=np.where(valuess==1) - l=len(rows) vec=np.arange(l) tt=np.ceil((parameters/100.)*l).astype(int) tr=np.asarray(random.sample(range(0, l), tt)) vec[tr]=-1 va=vec[vec>-1] - trow=rows[tr] tcol=cols[tr] traincells=np.array([trow,tcol]).T - vrow=rows[va] vcol=cols[va] validcells=np.array([vrow,vcol]).T @@ -360,7 +296,6 @@ def vector2arrayinv(raster,lsd,invzero,parameters): for i in range(len(traincells)): ttt=np.where((NumPxl[:,1]==traincells[i,0]) & (NumPxl[:,0]==traincells[i,1])) t=t+list(ttt[0]) - for i in range(len(validcells)): vv=np.where((NumPxl[:,1]==validcells[i,0]) & (NumPxl[:,0]==validcells[i,1])) v=v+list(vv[0]) @@ -400,23 +335,4 @@ def save(parameters): ds = None vlayer = QgsVectorLayer(parameters['INPUT1'], 'vector', "ogr") # add the layer to the registry - QgsProject.instance().addMapLayer(vlayer) - - # def addmap(parameters): - # context=parameters() - # fileName = parameters['trainout'] - # layer = QgsVectorLayer(fileName,"train","ogr") - # subLayers =layer.dataProvider().subLayers() - - # for subLayer in subLayers: - # name = subLayer.split('!!::!!')[1] - # print(name,'name') - # uri = "%s|layername=%s" % (fileName, name,) - # print(uri,'uri') - # # Create layer - # sub_vlayer = QgsVectorLayer(uri, name, 'ogr') - # if not sub_vlayer.isValid(): - # print('layer failed to load') - # # Add layer to map - # context.temporaryLayerStore().addMapLayer(sub_vlayer) - # context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) + QgsProject.instance().addMapLayer(vlayer) \ No newline at end of file diff --git a/sz_module/scripts/segmentation_aspect.py b/sz_module/scripts/segmentation_aspect.py index 80532a9..6898068 100644 --- a/sz_module/scripts/segmentation_aspect.py +++ b/sz_module/scripts/segmentation_aspect.py @@ -1,145 +1,71 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * - ***************************************************************************/ -""" + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 -""" -Calculation taken from the article: -Alvioli, M., Marchesini, I., Reichenbach, P., Rossi, M., Ardizzone, F., Fiorucci, -F., and Guzzetti, F.: Automatic delineation of geomorphological slope units with -r.slopeunits v1.0 and their optimization for landslide susceptibility modeling, -Geosci. Model Dev., 9, 3975–3991, https://doi.org/10.5194/gmd-9-3975-2016, 2016. + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -from qgis.PyQt.QtCore import QCoreApplication from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, - QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, - QgsProcessingParameterVectorLayer, QgsVectorLayer, - QgsRasterLayer, - QgsProject, - QgsField, - QgsFields, - QgsVectorFileWriter, - QgsWkbTypes, - QgsFeature, - QgsGeometry, - QgsPointXY, - QgsProcessingParameterField, - QgsProcessingParameterString, - QgsProcessingParameterFolderDestination, - QgsProcessingParameterField, - QgsProcessingParameterVectorDestination, QgsProcessingParameterMultipleLayers) -from sklearn.metrics import roc_curve, auc, f1_score, cohen_kappa_score, roc_auc_score -from copy import copy -import math -import operator -import matplotlib.pyplot as plt from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np -import math -import operator -import random from qgis import * -# ############################## -import matplotlib.pyplot as plt -import csv -from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio -import plotly.offline -import plotly.graph_objs as go -#import geopandas as gpd import pandas as pd import tempfile -import os import processing -#import libpysal as lp from sz_module.scripts.utils import SZ_utils class segmentationAspectAlgorithm(): def init(self, config=None): self.addParameter(QgsProcessingParameterMultipleLayers(self.INPUT, self.tr('Slope Units'), layerType=QgsProcessing.TypeVectorPolygon, defaultValue=None)) - #self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Slope Units'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None,allowMultiple=True)) - #self.addParameter(QgsProcessingParameterField(self.STRING, 'area', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('DEM'), defaultValue=None)) - #self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT, 'Folder destination', defaultValue=None, createByDefault = True)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output csv', '*.csv', defaultValue=None)) def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() - #parameters['classes']=5 - # Use a multi-step feedback, so that individual child algorithm progress reports are adjusted for the - # overall progress through the model feedback = QgsProcessingMultiStepFeedback(1, feedback) results = {} outputs = {} - #parameters['SU']=[] parameters['SU'] = self.parameterAsLayerList(parameters, self.INPUT, context) - #print(source) - # for i in source: - # print(i) - # parameters['SU']=parameters['SU'].append(i.source()) - # #if i is None: - # # raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)[i]) - - # parameters['field_area'] = self.parameterAsString(parameters, self.STRING, context) - # if parameters['field_area'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['dem'] = self.parameterAsRasterLayer(parameters, self.INPUT1, context) if parameters['dem'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) parameters['dem']=parameters['dem'].source() - parameters['outcsv'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) if parameters['outcsv'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - #print(parameters['outcsv']) - - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - #QgsMessageLog.logMessage(parameters['lsi'], 'MyPlugin', level=Qgis.Info) - # Aspect alg_params = { @@ -209,10 +135,8 @@ def process(self, parameters, context, feedback): if feedback.isCanceled(): return {} - table=pd.DataFrame({'name':[],'V':[],'I':[],'F':[]}) for SU in parameters['SU']: - # Add geometry attributes alg_params = { 'CALC_METHOD': 0, # Layer CRS @@ -220,7 +144,6 @@ def process(self, parameters, context, feedback): 'OUTPUT': QgsProcessing.TEMPORARY_OUTPUT } outputs['AddGeometryAttributes'] = processing.run('qgis:exportaddgeometrycolumns', alg_params, context=context, feedback=feedback, is_child_algorithm=True) - # Sin Zonal statistics alg_params = { 'COLUMN_PREFIX': 'sin_', @@ -256,7 +179,6 @@ def process(self, parameters, context, feedback): alg_params = { 'INPUT':self.f+'/zonalstat.gpkg', } - #outputs['gdp'],outputs['crs']= self.load(alg_params) outputs['gdp'],outputs['crs']=SZ_utils.load_geopackage feedback.setCurrentStep(7) @@ -277,20 +199,18 @@ def process(self, parameters, context, feedback): 'INPUT':outputs['gdp'], } outputs['adj']=self.adjacent_matrix(alg_params) - + alg_params = { 'INPUT':outputs['gdp'], 'INPUT1': outputs['adj'], } outputs['I']= self.I_calculator(alg_params) - table=table._append({'name': SU.name(),'V':outputs['V'],'I':outputs['I']}, ignore_index = True) alg_params = { 'INPUT':table, } outputs['F']= self.F_calculator(alg_params) - outputs['F'].to_csv(parameters['outcsv']) results['OUTPUT']=outputs['F'] return results @@ -307,7 +227,6 @@ def V_calculator(self,parameters): cv=1-(np.sqrt(np.power(df['sin_sum'].to_numpy(),2)+np.power(df['cos_sum'].to_numpy(),2))/df['cos_count'].to_numpy()) V = np.sum(cv*df[area].to_numpy())/np.sum(df[area].to_numpy()) print('V: ',V) - return V def adjacent_matrix(self,parameters): @@ -319,7 +238,6 @@ def adjacent_matrix(self,parameters): def I_calculator(self,parameters): df=parameters['INPUT'] adj=parameters['INPUT1'] - aspect_mean_SU = np.arctan(df['sin_sum'].to_numpy()/df['cos_sum'].to_numpy()) #aspect mean per SU (formula 4) aspect_mean_Stu = np.arctan(np.sum(df['sin_sum'].to_numpy())/np.sum(df['cos_sum'].to_numpy())) #aspect mean per study area (formula 4) teta_SU = np.arctan((np.sin(aspect_mean_SU)-np.sin(aspect_mean_Stu))/(np.cos(aspect_mean_SU)-np.cos(aspect_mean_Stu))) #teta per solope unit (formula 7-8) diff --git a/sz_module/scripts/selfroc.py b/sz_module/scripts/selfroc.py index 9dab088..ab94d5d 100644 --- a/sz_module/scripts/selfroc.py +++ b/sz_module/scripts/selfroc.py @@ -1,34 +1,33 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . ***************************************************************************/ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' from qgis.core import (QgsProcessing, QgsProcessingException, @@ -45,12 +44,8 @@ from copy import copy import matplotlib.pyplot as plt import numpy as np -import math -import operator from qgis import * -# ############################## import matplotlib.pyplot as plt -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile import os from sz_module.scripts.utils import SZ_utils @@ -75,18 +70,14 @@ def process(self, parameters, context, model_feedback): parameters['covariates']=source.source() if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['field1'] = self.parameterAsString(parameters, self.STRING, context) if parameters['field1'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING)) - parameters['fieldlsd'] = self.parameterAsString(parameters, self.STRING2, context) if parameters['fieldlsd'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING2)) - parameters['fold'] = self.parameterAsString(parameters, self.OUTPUT3, context) if parameters['fold'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT3)) @@ -130,7 +121,6 @@ def roc(parameters): suscept01[scores <= tresh1[idx]] = 0 f1_tot = f1_score(y_true, suscept01) ck_tot = cohen_kappa_score(y_true, suscept01) - fig=plt.figure() lw = 2 plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'AUC = %0.2f, F1 = %0.2f, K = %0.2f' %(r, f1_tot,ck_tot)) @@ -145,5 +135,4 @@ def roc(parameters): fig.savefig(parameters['OUT']+'/roc.pdf') except: os.mkdir(parameters['OUT']) - fig.savefig(parameters['OUT']+'/roc.pdf') - + fig.savefig(parameters['OUT']+'/roc.pdf') \ No newline at end of file diff --git a/sz_module/scripts/stat31.py b/sz_module/scripts/stat31.py index 7f4e3b6..4346de8 100755 --- a/sz_module/scripts/stat31.py +++ b/sz_module/scripts/stat31.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - rasterstatkernelAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - rasterstatkernelAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,26 +26,19 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' -from qgis.PyQt.QtCore import QCoreApplication,QVariant +from qgis.PyQt.QtCore import QVariant from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, QgsProcessingMultiStepFeedback, QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, - QgsRasterLayer, - QgsProject, QgsField, QgsFields, QgsVectorFileWriter, @@ -56,97 +46,46 @@ QgsFeature, QgsGeometry, QgsPointXY, - QgsCoordinateReferenceSystem ) from qgis.core import * -from qgis import processing -from osgeo import gdal,ogr,osr +from osgeo import gdal import numpy as np -import math -import operator -import random from qgis import * import scipy.ndimage -from qgis.utils import iface -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile import os class rasterstatkernelAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'INPUT' - # INPUT1 = 'INPUT1' - # OUTPUT = 'OUTPUT' - # EXTENT = 'POLY' - # RADIUS = 'BufferRadiousInPxl' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return rasterstatkernelAlgorithm() - - # def name(self): - # return 'kernel stat' - - # def displayName(self): - # return self.tr('03 Points Kernel Statistics') - - # def group(self): - # return self.tr('01 Data preparation') - - # def groupId(self): - # return '01 Data preparation' - - # def shortHelpString(self): - # return self.tr("It calculates kernel statistic from raster around points: real, max, min, std, sum, average, range") - + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Points'), types=[QgsProcessing.TypeVectorPoint], defaultValue=None)) self.addParameter(QgsProcessingParameterRasterLayer(self.INPUT1, self.tr('Raster'), defaultValue=None)) self.addParameter(QgsProcessingParameterVectorLayer(self.EXTENT, self.tr('Contour polygon'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) self.addParameter(QgsProcessingParameterNumber(self.NUMBER, 'Buffer radious in pixels', type=QgsProcessingParameterNumber.Integer, defaultValue = 4, minValue=1)) - #self.addParameter(QgsProcessingParameterNumber('minSlopeAcceptable', 'Min slope acceptable', type=QgsProcessingParameterNumber.Integer, defaultValue = 3, minValue=1)) - #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue='/tmp/nasa_1km3857clean_r6s3SE250mcomplete.shp')) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, self.tr('Output layer'), defaultValue=None,fileFilter='ESRI Shapefile (*.shp *.SHP)')) - #self.addParameter(QgsProcessingParameterFeatureSink(self.INPUT,self.tr('output layer'),[QgsProcessing.TypeVector])) - #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT1, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) - def process(self, parameters, context, model_feedback): self.f=tempfile.gettempdir() feedback = QgsProcessingMultiStepFeedback(1, model_feedback) results = {} outputs = {} - #parameters['Out']='/tmp/nasa_1km3857clean_r6s3SE250m_statr4.shp' parameters['Slope'] = self.parameterAsRasterLayer(parameters, self.INPUT1, context).source() if parameters['Slope'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - parameters['Inventory'] = self.parameterAsVectorLayer(parameters, self.INPUT, context).source() if parameters['Inventory'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - parameters['poly'] = self.parameterAsVectorLayer(parameters, self.EXTENT, context).source() if parameters['poly'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.EXTENT)) - parameters['BufferRadiousInPxl'] = self.parameterAsInt(parameters, self.RADIUS, context) if parameters['BufferRadiousInPxl'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.RADIUS)) - #parameters['out1']=self.parameterAsSink(parameters,self.OUTPUT,context) - #if parameters['out1'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - parameters['Out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) if parameters['Out'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) - #parameters['Out'] = self.parameterAsSink( - # parameters, - # self.OUTPUT, - # context) - print('importing') alg_params = { 'INPUT': parameters['poly'], @@ -181,26 +120,6 @@ def process(self, parameters, context, model_feedback): } Functions.saveV(alg_params) - # vlayer = QgsVectorLayer(parameters['Out'], 'vector', "ogr") - # QgsProject.instance().addMapLayer(vlayer) - - # # Join attributes by location - # alg_params = { - # 'DISCARD_NONMATCHING': False, - # 'INPUT': parameters['Inventory'], - # 'JOIN': parameters['Out'], - # 'JOIN_FIELDS': [''], - # 'METHOD': 1, - # 'PREDICAT4E': [2], - # 'PREFIX': '', - # 'OUTPUT': parameters['Out1'] - # } - # outputs['JoinAttributesByLocation'] = processing.run('native:joinattributesbylocation', alg_params, context=context, feedback=feedback, is_child_algorithm=True) - # results['Out'] = outputs['JoinAttributesByLocation']['OUTPUT'] - - # vlayer = QgsVectorLayer(parameters['Out1'], 'vector', "ogr") - # QgsProject.instance().addMapLayer(vlayer) - fileName = parameters['Out'] layer1 = QgsVectorLayer(fileName,"test","ogr") subLayers =layer1.dataProvider().subLayers() @@ -231,77 +150,29 @@ def importing(parameters): xmax = ext.xMaximum() ymin = ext.yMinimum() ymax = ext.yMaximum() - raster={} ds1=gdal.Open(parameters['INPUT2']) - # xc = ds.RasterXSize - # yc = ds.RasterYSize - # geot=ds.GetGeoTransform() - # newXNumPxl=np.round(abs(xmax-xmin)/(abs(geot[1]))).astype(int) - # newYNumPxl=np.round(abs(ymax-ymin)/(abs(geot[5]))).astype(int) - # try: - # os.system('gdal_translate -of GTiff -ot Float32 -strict -outsize ' + str(newXNumPxl) +' '+ str(newYNumPxl) +' -projwin ' +str(xmin)+' '+str(ymax)+' '+ str(xmax) + ' ' + str(ymin) +' -co COMPRESS=DEFLATE -co PREDICTOR=1 -co ZLEVEL=6 ' + Slope +' '+ '/tmp/sizedslopexxx.tif') - # except: - # raise ValueError # Failure to save sized cause, see 'WoE' Log Messages Panel - # del ds - #ds1=gdal.Open('/tmp/sizedslopexxx.tif') - #print('a') if ds1 is None: print("ERROR: can't open raster input") nodata=ds1.GetRasterBand(1).GetNoDataValue() band1=ds1.GetRasterBand(1) - #print('a00') raster[0] = band1.ReadAsArray() - #print('a0') raster[0][raster[0]==nodata]=-9999 x = ds1.RasterXSize y = ds1.RasterYSize - - - layer=QgsVectorLayer(parameters['INPUT3'], '', 'ogr') - # rs=layer.crs() - # campi=[] - # for field in layer.fields(): - # campi.append(field.name()) - # campi.append('geom') - # - # driverd = ogr.GetDriverByName('ESRI Shapefile') - # ds9 = driverd.Open(parameters['INPUT_VECTOR_LAYER']) - # layer = ds9.GetLayer() - #rint(layer.QgsPointXY()) crs=layer.crs() features=layer.getFeatures() count=0 for feature in features: count +=1 geom = feature.geometry().asPoint() - #print(geom) - #print(geom.asMultiPoint()) xy=np.array([geom[0],geom[1]]) - #print(geom[0]) try: XY=np.vstack((XY,xy)) except: XY=xy - - - - # driverd = ogr.GetDriverByName('ESRI Shapefile') - # #print('a1') - # ds9 = driverd.Open(parameters['INPUT3'],0) - # #print('b') - # layer = ds9.GetLayer() - # print('a') - # for feature in layer: - # geom = feature.GetGeometryRef() - # xy=np.array([geom.GetX(),geom.GetY()]) - # try: - # XY=np.vstack((XY,xy)) - # except: - # XY=xy gtdem= ds1.GetGeoTransform() - #print('c') size=np.array([abs(gtdem[1]),abs(gtdem[5])]) OS=np.array([gtdem[0],gtdem[3]]) NumPxl=(np.ceil((abs(XY-OS)/size)-1))#from 0 first cell @@ -313,7 +184,6 @@ def importing(parameters): raster[1]=values[:] del values del layer - #del ds9 return raster,ds1,XY,crs def indexing(parameters): @@ -322,7 +192,6 @@ def indexing(parameters): ggg[(ggg==-9999)]=np.nan numbb=parameters['INPUT']*2+1 row,col=np.where(parameters['INPUT3'][1]==1) - #del parameters['INPUT4'] geo=parameters['INPUT1'].GetGeoTransform() xsize=geo[1] ysize=geo[5] @@ -330,41 +199,26 @@ def indexing(parameters): OOy=geo[3] XYcoord=np.array([0,0]) attributi={} - print('filtering...') g={} for ix in range(7): lll=['real','max','min','std','sum','average','range'] print(ix*15, '%') - #print(ggg,'ggg') if ix == 0: g[ix] = ggg[:] - #print(g[ix]) if ix == 1: g[ix] = scipy.ndimage.generic_filter(ggg, np.nanmax, size=(numbb,numbb)) - #print(g[ix],'1') if ix == 2: g[ix] = scipy.ndimage.generic_filter(ggg, np.nanmin, size=(numbb,numbb)) - #print(g[ix]) if ix == 3: g[ix] = scipy.ndimage.generic_filter(ggg, np.std, size=(numbb,numbb)) - #print(g[ix]) if ix == 4: g[ix] = scipy.ndimage.generic_filter(ggg, np.sum, size=(numbb,numbb)) - #print(g[ix]) if ix == 5: g[ix] = scipy.ndimage.generic_filter(ggg, np.average, size=(numbb,numbb)) - #print(g[ix]) - #if ix == 6: - # g[ix] = scipy.ndimage.generic_filter(ggg, np.mean, size=(numbb,numbb)) - #print(g[ix]) if ix == 6: print(g) g[ix] = g[1]-g[2] - #print(g[ix]) - - #g[ix][(ggg==-9999)]=-9999 - #g[ix][(parameters['INPUT3'][1]==0)]=-9999 count=0 for i in range(len(col)): xmin=OOx+(xsize*col[i]) @@ -380,33 +234,12 @@ def indexing(parameters): except: attributi[count]=[float(g[ix][row[i],col[i]])] count+=1 - #g = {} fn = self.f+'/stat'+str(lll[ix])+'.shp' if os.path.isfile(fn): os.remove(fn) layerFields = QgsFields() layerFields.append(QgsField('ID', QVariant.Int)) layerFields.append(QgsField(lll[ix], QVariant.Double)) - - - - # transform_context = QgsProject.instance().transformContext() - # save_options = QgsVectorFileWriter.SaveVectorOptions() - # save_options.driverName = 'SHP' - # save_options.fileEncoding = 'UTF-8' - # - # writer = QgsVectorFileWriter.create( - # fn, - # layerFields, - # QgsWkbTypes.Point, - # parameters['CRS'], - # transform_context, - # save_options - # ) - # - # if writer.hasError() != QgsVectorFileWriter.NoError: - # print("Error when creating shapefile: ", writer.errorMessage()) - writer = QgsVectorFileWriter(fn, 'UTF-8', layerFields, QgsWkbTypes.Point, parameters['CRS'], 'ESRI Shapefile') XYcoords=XYcoord[1:] for i in range(len(XYcoords)): @@ -414,30 +247,20 @@ def indexing(parameters): feat.setGeometry(QgsGeometry.fromPointXY(QgsPointXY(float(XYcoords[i,0]) , float(XYcoords[i,1])))) l=[] l=[i] - #print(parameters['INPUT3'],'input3') - #print(l+parameters['INPUT3'][i],'MIO') - #print(l+[attributi[i][ix]],'ciao') feat.setAttributes(l+[attributi[i][ix]]) writer.addFeature(feat) del(writer) - #iface.addVectorLayer(fn, 'layer', 'ogr') - print('100 %...end filtering') del parameters['INPUT2'] - #print(XYcoord) XYcoord=XYcoord[1:] del ggg del parameters['INPUT3'] - #print(attributi) - #print(attributi[0][0]) return XYcoord,attributi def saveV(parameters): if os.path.isfile(parameters['OUTPUT']): os.remove(parameters['OUTPUT']) - # set up the shapefile driver - # create fields layerFields = QgsFields() layerFields.append(QgsField('id', QVariant.Int)) layerFields.append(QgsField('real', QVariant.Double)) @@ -446,33 +269,9 @@ def saveV(parameters): layerFields.append(QgsField('std', QVariant.Double)) layerFields.append(QgsField('sum', QVariant.Double)) layerFields.append(QgsField('average', QVariant.Double)) - #layerFields.append(QgsField('mean', QVariant.Double)) layerFields.append(QgsField('range', QVariant.Double)) - - #layerFields.append(QgsField('range', QVariant.Double)) - fn = parameters['OUTPUT'] - - - - #crs = QgsProject.instance().crs() - # transform_context = QgsProject.instance().transformContext() - # save_options = QgsVectorFileWriter.SaveVectorOptions() - # save_options.driverName = 'GPKG' - # save_options.fileEncoding = 'UTF-8' - # - # writer = QgsVectorFileWriter.create( - # fn, - # layerFields, - # QgsWkbTypes.Point, - # parameters['CRS'], - # transform_context, - # save_options - # ) - writer = QgsVectorFileWriter(fn, 'UTF-8', layerFields, QgsWkbTypes.Point, parameters['CRS'], 'ESRI Shapefile') - #print(parameters['INPUT2'],'2') - #print(parameters['INPUT3'],'3') if writer.hasError() != QgsVectorFileWriter.NoError: print("Error when creating file: ", writer.errorMessage()) for i in range(len(parameters['INPUT2'])): @@ -480,26 +279,15 @@ def saveV(parameters): feat.setGeometry(QgsGeometry.fromPointXY(QgsPointXY(float(parameters['INPUT2'][i,0]) , float(parameters['INPUT2'][i,1])))) l=[] l=[i] - #print(parameters['INPUT3'],'input3') - #print(l+parameters['INPUT3'][i],'MIO') feat.setAttributes(l+parameters['INPUT3'][i]) writer.addFeature(feat) - del writer - #iface.addVectorLayer(fn, '', 'ogr') - - # for i, row in df.iterrows(): - # fet = QgsFeature() - # fet.setGeometry(QgsGeometry.fromWkt(row['geom'])) - # fet.setAttributes(list(map(float,list(df.loc[ i, df.columns != 'geom'])))) - # writer.addFeature(fet) def addmap(parameters): context=parameters() fileName = parameters['trainout'] layer = QgsVectorLayer(fileName,"train","ogr") subLayers =layer.dataProvider().subLayers() - for subLayer in subLayers: name = subLayer.split('!!::!!')[1] print(name,'name') @@ -511,143 +299,4 @@ def addmap(parameters): print('layer failed to load') # Add layer to map context.temporaryLayerStore().addMapLayer(sub_vlayer) - context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) - - - - - - - - -# driver = ogr.GetDriverByName("ESRI Shapefile") -# # Remove output shapefile if it already exists -# if os.path.exists(parameters['OUTPUT']): -# driver.DeleteDataSource(parameters['OUTPUT']) -# -# ds=driver.CreateDataSource(parameters['OUTPUT']) -# srs=osr.SpatialReference(wkt = parameters['INPUT'].GetProjection()) -# del parameters['INPUT'] -# # create the layer -# layer = ds.CreateLayer("inventory_cleaned", srs, ogr.wkbPoint) -# -# # Add the fields we're interested in -# field_name = ogr.FieldDefn("id", ogr.OFTInteger) -# field_name.SetWidth(5) -# layer.CreateField(field_name) -# -# field_name1 = ogr.FieldDefn("real", ogr.OFTReal) -# field_name1.SetWidth(100) -# layer.CreateField(field_name1) -# -# field_name2 = ogr.FieldDefn("max", ogr.OFTReal) -# field_name2.SetWidth(100) -# layer.CreateField(field_name2) -# -# field_name3 = ogr.FieldDefn("min", ogr.OFTReal) -# field_name3.SetWidth(100) -# layer.CreateField(field_name3) -# -# field_name4 = ogr.FieldDefn("std", ogr.OFTReal) -# field_name4.SetWidth(100) -# layer.CreateField(field_name4) -# -# field_name5 = ogr.FieldDefn("sum", ogr.OFTReal) -# field_name5.SetWidth(100) -# layer.CreateField(field_name5) -# -# field_name6 = ogr.FieldDefn("average", ogr.OFTReal) -# field_name6.SetWidth(100) -# layer.CreateField(field_name6) -# -# field_name7 = ogr.FieldDefn("mean", ogr.OFTReal) -# field_name7.SetWidth(100) -# layer.CreateField(field_name7) -# -# field_name8 = ogr.FieldDefn("range", ogr.OFTReal) -# field_name8.SetWidth(100) -# layer.CreateField(field_name8) -# # Process the text file and add the attributes and features to the shapefile -# for i in range(len(parameters['INPUT2'])): -# # create the feature -# feature = ogr.Feature(layer.GetLayerDefn()) -# # Set the attributes using the values from the delimited text file -# feature.SetField("id", i) -# #print(np.float64(parameters['INPUT3'][i][0])) -# feature.SetField("real", np.float64(parameters['INPUT3'][i][0])) -# feature.SetField("max", np.float64(parameters['INPUT3'][i][1])) -# feature.SetField("min", np.float64(parameters['INPUT3'][i][2])) -# feature.SetField("std", np.float64(parameters['INPUT3'][i][3])) -# feature.SetField("sum", np.float64(parameters['INPUT3'][i][4])) -# feature.SetField("average", np.float64(parameters['INPUT3'][i][5])) -# feature.SetField("mean", np.float64(parameters['INPUT3'][i][6])) -# feature.SetField("range", np.float64(parameters['INPUT3'][i][7])) -# # create the WKT for the feature using Python string formatting -# wkt = "POINT(%f %f)" % (float(parameters['INPUT2'][i,0]) , float(parameters['INPUT2'][i,1])) -# # Create the point from the Well Known Txt -# point = ogr.CreateGeometryFromWkt(wkt) -# # Set the feature geometry using the point -# feature.SetGeometry(point) -# # Create the feature in the layer (shapefile) -# layer.CreateFeature(feature) -# # Dereference the feature -# feature = None -# # Save and close the data source -# feature = None -# -# -# -# -# # Get the input Layer -# inShapefile = "states.shp" -# inDriver = ogr.GetDriverByName("ESRI Shapefile") -# inDataSource = inDriver.Open(inShapefile, 0) -# inLayer = inDataSource.GetLayer() -# -# # Create the output Layer -# outShapefile = "states_centroids.shp" -# outDriver = ogr.GetDriverByName("ESRI Shapefile") -# -# # Remove output shapefile if it already exists -# if os.path.exists(outShapefile): -# outDriver.DeleteDataSource(outShapefile) -# -# # Create the output shapefile -# outDataSource = outDriver.CreateDataSource(outShapefile) -# outLayer = outDataSource.CreateLayer("states_centroids", geom_type=ogr.wkbPoint) -# -# # Add input Layer Fields to the output Layer -# inLayerDefn = inLayer.GetLayerDefn() -# for i in range(0, inLayerDefn.GetFieldCount()): -# fieldDefn = inLayerDefn.GetFieldDefn(i) -# outLayer.CreateField(fieldDefn) -# -# # Get the output Layer's Feature Definition -# outLayerDefn = outLayer.GetLayerDefn() -# -# # Add features to the ouput Layer -# for i in range(0, inLayer.GetFeatureCount()): -# # Get the input Feature -# inFeature = inLayer.GetFeature(i) -# # Create output Feature -# outFeature = ogr.Feature(outLayerDefn) -# # Add field values from input Layer -# for i in range(0, outLayerDefn.GetFieldCount()): -# outFeature.SetField(outLayerDefn.GetFieldDefn(i).GetNameRef(), inFeature.GetField(i)) -# # Set geometry as centroid -# geom = inFeature.GetGeometryRef() -# inFeature = None -# centroid = geom.Centroid() -# outFeature.SetGeometry(centroid) -# # Add new feature to output Layer -# outLayer.CreateFeature(outFeature) -# outFeature = None -# -# # Save and close DataSources -# inDataSource = None -# outDataSource = None -# -# # Save and close DataSource -# inDataSource = None -# outDataSource = None -# del ds + context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) \ No newline at end of file diff --git a/sz_module/scripts/sz_train_cv_GAM.py b/sz_module/scripts/sz_train_cv_GAM.py index 6193eeb..aa00117 100644 --- a/sz_module/scripts/sz_train_cv_GAM.py +++ b/sz_module/scripts/sz_train_cv_GAM.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,8 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, @@ -47,13 +45,10 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils,GAM_utils -import os from sz_module.utils import log class CoreAlgorithmGAM_cv(): @@ -203,8 +198,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'tensor': tensor, 'nomi': parameters['field3']+parameters['field1']+parameters['field2']+tensor, 'spline': parameters['num1'], - #'var_interaction_A':parameters['var_interaction_A'], - #'var_interaction_B':parameters['var_interaction_B'], } outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) @@ -299,8 +292,4 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None del outputs del subLayers - return results - - - - + return results \ No newline at end of file diff --git a/sz_module/scripts/sz_train_cv_ML.py b/sz_module/scripts/sz_train_cv_ML.py index 62c6d37..1fc0cb5 100644 --- a/sz_module/scripts/sz_train_cv_ML.py +++ b/sz_module/scripts/sz_train_cv_ML.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,8 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, @@ -47,17 +45,12 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils -import os from sz_module.utils import log - - class CoreAlgorithm_cv(): def init(self, config=None): @@ -123,7 +116,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None SZ_utils.make_directory({'path':parameters['folder']}) - if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': parameters['time']=None else: @@ -146,7 +138,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None return {} alg_params = { - #'field1': parameters['field1'], 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':parameters['field1'], @@ -187,7 +178,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results['out'] = parameters['out'] - fileName = parameters['out'] layer1 = QgsVectorLayer(fileName,"test","ogr") subLayers =layer1.dataProvider().subLayers() diff --git a/sz_module/scripts/sz_train_cv_NN.py b/sz_module/scripts/sz_train_cv_NN.py index 22d11dc..28d7438 100644 --- a/sz_module/scripts/sz_train_cv_NN.py +++ b/sz_module/scripts/sz_train_cv_NN.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,8 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, @@ -47,17 +45,12 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils -import os from sz_module.utils import log - - class CoreAlgorithmNN_cv(): def init(self, config=None): @@ -83,7 +76,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None NN={'0':'MLP_classifier','1':'MLP_regressor'} scale={'0':'linear_scale','1':'log_scale'} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -130,7 +122,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None SZ_utils.make_directory({'path':parameters['folder']}) - if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': parameters['time']=None else: @@ -154,7 +145,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None return {} alg_params = { - #'field1': parameters['field1'], 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':parameters['field1'], diff --git a/sz_module/scripts/sz_trans_GAM.py b/sz_module/scripts/sz_trans_GAM.py index e104588..35d3506 100644 --- a/sz_module/scripts/sz_trans_GAM.py +++ b/sz_module/scripts/sz_trans_GAM.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,8 +26,9 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, @@ -47,16 +45,10 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils -import plotly.graph_objs as go -import pandas as pd import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import Algorithms,GAM_utils,CV_utils -import os - class CoreAlgorithmGAM_trans(): @@ -84,7 +76,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None family={'0':'binomial','1':'gaussian'} scale={'0':'linear_scale','1':'log_scale'} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -181,28 +172,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } outputs['splines'],outputs['dtypes']=GAM_utils.GAM_formula(alg_params) - - # alg_params = { - # 'train': outputs['train'], - # 'testy': outputs['testy'], - # 'nomi':outputs['nomes'], - # 'testN':parameters['testN'], - # 'fold':parameters['folder'], - # 'splines':outputs['splines'], - # 'dtypes':outputs['dtypes'], - # 'df':outputs['df'], - # 'categorical':parameters['field2'], - # 'linear':parameters['field3'], - # 'continuous':parameters['field1'], - # 'family':family[parameters['family']] - - - # } - # outputs['trainsi'],outputs['testsi'],outputs['gam']=algorithm(alg_params) - - alg_params = { - #'field1': parameters['field3']+parameters['field1']+parameters['field2'], 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, @@ -235,8 +205,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - print('4') - alg_params = { 'predictors_weights':outputs['predictors_weights'], 'nomi':parameters['field3']+parameters['field1']+parameters['field2']+tensor, @@ -248,8 +216,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None } outputs['trans']=Algorithms.GAM_transfer(alg_params) - print('5') - feedback.setCurrentStep(3) if feedback.isCanceled(): return {} @@ -276,38 +242,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - # if family[parameters['family']]=='binomial': - # alg_params = { - # 'df': outputs['trans'], - # 'OUT':parameters['folder'] - # } - # SZ_utils.stampfit(alg_params) - - # if family[parameters['family']]=='gaussian': - # alg_params = { - # 'df': outputs['trans'], - # 'OUT':parameters['folder'], - # 'file':parameters['folder']+'/errors_trans.csv' - - # } - # outputs['errors_trans']=SZ_utils.errors(alg_params) - - # alg_params = { - # 'df': outputs['df'], - # 'OUT':parameters['folder'], - # 'file':parameters['folder']+'/errors_train.csv' - # } - # print(parameters['folder']+'/errors_train.csv','daiiii') - # outputs['error_train']=SZ_utils.errors(alg_params) - - # alg_params = { - # 'df_train': outputs['df'], - # 'df_trans':outputs['trans'], - # 'OUT':parameters['folder'], - # } - # SZ_utils.stamp_qq_fit(alg_params) - - feedback.setCurrentStep(6) if feedback.isCanceled(): return {} diff --git a/sz_module/scripts/sz_trans_ML.py b/sz_module/scripts/sz_trans_ML.py index f82f0f3..65f0828 100644 --- a/sz_module/scripts/sz_trans_ML.py +++ b/sz_module/scripts/sz_trans_ML.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,14 +26,14 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, QgsProcessingException, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, @@ -47,16 +44,10 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils,Algorithms -import os -from sz_module.utils import log - - class CoreAlgorithmML_trans(): @@ -65,9 +56,6 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'ML algorithm', options=['SVC','DT','RF'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - #self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - #self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) - #self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -79,7 +67,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} - #cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} ML={'0':'SVC','1':'DT','2':'RF'} source = self.parameterAsVectorLayer(parameters, self.INPUT, context) @@ -109,20 +96,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - # parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) - # if parameters['cv_method'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - - # parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) - # if parameters['time'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - - # parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) - # if parameters['testN'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - - parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) if parameters['out'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) @@ -133,21 +106,12 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None SZ_utils.make_directory({'path':parameters['folder']}) - - # if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': - # parameters['time']=None - # else: - # if parameters['time']=='': - # log(f"Time field is missing for temporal CV") - # raise RuntimeError("Time field is missing for temporal CV") - parameters['testN']=1 alg_params = { 'INPUT_VECTOR_LAYER': parameters['covariates'], 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], - #'time':parameters['time'], 'family':ML[parameters['family']], } @@ -157,16 +121,11 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - #print(cv_method[parameters['cv_method']]) - alg_params = { - #'field1': parameters['field1'], 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':parameters['field1'], 'df':outputs['df'], - #'cv_method':cv_method[parameters['cv_method']], - #'time':parameters['time'] 'family':ML[parameters['family']], 'cv_method':'', } @@ -182,7 +141,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], 'family':ML[parameters['family']], - #'family':family[parameters['family']] } outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) @@ -193,8 +151,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None alg_params = { 'predictors_weights':outputs['predictors_weights'], 'nomi': parameters['field1'], - #'family':family[parameters['family']], - #'field1':parameters['field1'], 'df':outputs['df_trans'] } outputs['trans']=Algorithms.ML_transfer(alg_params) @@ -225,12 +181,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - # alg_params = { - # 'df': outputs['trans'], - # 'OUT':parameters['folder'] - # } - # SZ_utils.stampfit(alg_params) - results['out'] = parameters['out'] fileName = parameters['out'] diff --git a/sz_module/scripts/sz_trans_NN.py b/sz_module/scripts/sz_trans_NN.py index 27e27c5..d94bb9e 100644 --- a/sz_module/scripts/sz_trans_NN.py +++ b/sz_module/scripts/sz_trans_NN.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,14 +26,14 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) from qgis.core import (QgsProcessing, QgsProcessingException, QgsProcessingMultiStepFeedback, - QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, @@ -47,16 +44,10 @@ QgsProcessingParameterEnum ) from qgis.core import * -from qgis.utils import iface from qgis import * -from processing.algs.gdal.GdalUtils import GdalUtils import tempfile from sz_module.scripts.utils import SZ_utils from sz_module.scripts.algorithms import CV_utils,Algorithms -import os -from sz_module.utils import log - - class CoreAlgorithmNN_trans(): @@ -66,10 +57,6 @@ def init(self, config=None): self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterEnum(self.STRING5, 'NN algorithm', options=['MLP Classifier','MLP Regressor'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) self.addParameter(QgsProcessingParameterEnum(self.STRING7, 'Scale (for MLPRegressor only)', options=['linear scale','log scale'], allowMultiple=False, usesStaticStrings=False, defaultValue='linear scale',optional=True)) - - #self.addParameter(QgsProcessingParameterEnum(self.STRING3, 'CV method', options=['random CV','spatial CV','temporal CV (Time Series Split)','temporal CV (Leave One Out)', 'space-time CV (Leave One Out)'], allowMultiple=False, usesStaticStrings=False, defaultValue=[])) - #self.addParameter(QgsProcessingParameterField(self.STRING4, 'Time field (for temporal CV only)', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=False,type=QgsProcessingParameterField.Any, optional=True )) - #self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('K-fold CV: K=1 to fit, k>1 to cross-validate for spatial CV only'), minValue=1,type=QgsProcessingParameterNumber.Integer,defaultValue=2,optional=True)) self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT1, self.tr('Input layer for transferability'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None, optional=False)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output test/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) @@ -81,11 +68,9 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None results = {} outputs = {} - #cv_method={'0':'random','1':'spatial','2':'temporal_TSS','3':'temporal_LOO','4':'spacetime_LOO'} NN={'0':'MLP_classifier','1':'MLP_regressor'} scale={'0':'linear_scale','1':'log_scale'} - source = self.parameterAsVectorLayer(parameters, self.INPUT, context) parameters['covariates']=source.source() if parameters['covariates'] is None: @@ -117,20 +102,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT1)) - # parameters['cv_method'] = self.parameterAsString(parameters, self.STRING3, context) - # if parameters['cv_method'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING3)) - - # parameters['time'] = self.parameterAsString(parameters, self.STRING4, context) - # if parameters['time'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.STRING4)) - - # parameters['testN'] = self.parameterAsInt(parameters, self.NUMBER, context) - # if parameters['testN'] is None: - # raise QgsProcessingException(self.invalidSourceError(parameters, self.NUMBER)) - - - parameters['out'] = self.parameterAsFileOutput(parameters, self.OUTPUT, context) if parameters['out'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) @@ -141,14 +112,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None SZ_utils.make_directory({'path':parameters['folder']}) - - # if cv_method[parameters['cv_method']]=='random' or cv_method[parameters['cv_method']]=='spatial': - # parameters['time']=None - # else: - # if parameters['time']=='': - # log(f"Time field is missing for temporal CV") - # raise RuntimeError("Time field is missing for temporal CV") - parameters['testN']=1 alg_params = { @@ -165,10 +128,7 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - #print(cv_method[parameters['cv_method']]) - alg_params = { - #'field1': parameters['field1'], 'testN':parameters['testN'], 'fold':parameters['folder'], 'nomi':parameters['field1'], @@ -176,7 +136,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'family':NN[parameters['family']], 'cv_method':'', } - outputs['prob'],outputs['test_ind'],outputs['predictors_weights']=CV_utils.cross_validation(alg_params,algorithm,classifier[NN[parameters['family']]]) feedback.setCurrentStep(2) @@ -188,7 +147,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'nomi': parameters['field1'], 'lsd' : parameters['fieldlsd'], 'family':NN[parameters['family']], - #'time':parameters['time'], 'scale':scale[parameters['scale']], } outputs['df_trans'],outputs['crs_trans']=SZ_utils.load_cv(self.f,alg_params) @@ -201,7 +159,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None 'predictors_weights':outputs['predictors_weights'], 'nomi': parameters['field1'], 'family':NN[parameters['family']], - #'field1':parameters['field1'], 'df':outputs['df_trans'] } outputs['trans']=Algorithms.NN_transfer(alg_params) @@ -232,13 +189,6 @@ def process(self, parameters, context, feedback, algorithm=None, classifier=None if feedback.isCanceled(): return {} - # if NN[parameters['family']]=='MLP_classifier': - # alg_params = { - # 'df': outputs['trans'], - # 'OUT':parameters['folder'] - # } - # SZ_utils.stampfit(alg_params) - results['out'] = parameters['out'] fileName = parameters['out'] diff --git a/sz_module/scripts/tptn.py b/sz_module/scripts/tptn.py index 92b74d3..6a035d2 100644 --- a/sz_module/scripts/tptn.py +++ b/sz_module/scripts/tptn.py @@ -2,16 +2,13 @@ #coding=utf-8 """ /*************************************************************************** - LRcvAlgorithm begin : 2021-11 - copyright : (C) 2021 by Giacomo Titti, - Padova, November 2021 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - LRcvAlgorithm - Copyright (C) 2021 by Giacomo Titti, Padova, November 2021 + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -29,26 +26,20 @@ """ __author__ = 'Giacomo Titti' -__date__ = '2021-11-01' -__copyright__ = '(C) 2021 by Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import sys sys.setrecursionlimit(10000) -from qgis.PyQt.QtCore import QCoreApplication,QVariant +from qgis.PyQt.QtCore import QVariant from qgis.core import (QgsProcessing, - QgsFeatureSink, QgsProcessingException, QgsProcessingAlgorithm, - QgsProcessingParameterFeatureSource, - QgsProcessingParameterFeatureSink, - QgsProcessingParameterRasterLayer, - QgsMessageLog, - Qgis, QgsProcessingMultiStepFeedback, QgsProcessingParameterNumber, QgsProcessingParameterFileDestination, QgsProcessingParameterVectorLayer, QgsVectorLayer, - QgsRasterLayer, QgsProject, QgsField, QgsFields, @@ -56,99 +47,26 @@ QgsWkbTypes, QgsFeature, QgsGeometry, - QgsPointXY, QgsProcessingParameterField, - QgsProcessingParameterString, - QgsProcessingParameterFolderDestination, QgsProcessingParameterField, - QgsProcessingParameterVectorDestination, QgsProcessingContext ) from qgis.core import * -from qgis.utils import iface -from qgis import processing -from osgeo import gdal,ogr,osr import numpy as np -import math -import operator -import random from qgis import * -# ############################## -import matplotlib.pyplot as plt -import csv -from processing.algs.gdal.GdalUtils import GdalUtils -#import plotly.express as px -#import chart_studio -import plotly.offline -import plotly.graph_objs as go -#import geopandas as gd import pandas as pd -from sklearn.model_selection import train_test_split -from sklearn.metrics import roc_curve, auc -from sklearn.metrics import roc_auc_score -from scipy import interpolate -from sklearn.metrics import confusion_matrix -from sklearn.metrics import cohen_kappa_score - +from sklearn.metrics import roc_curve import tempfile class FPAlgorithm(QgsProcessingAlgorithm): - # INPUT = 'covariates' - # STRING = 'field1' - # #STRING1 = 'field2' - # STRING2 = 'fieldlsd' - # #INPUT1 = 'Slope' - # #EXTENT = 'Extension' - # NUMBER = 'testN' - # #NUMBER1 = 'minSlopeAcceptable' - # OUTPUT = 'OUTPUT' - # #OUTPUT1 = 'OUTPUT1' - # #OUTPUT2 = 'OUTPUT2' - # #OUTPUT3 = 'OUTPUT3' - - # def tr(self, string): - # return QCoreApplication.translate('Processing', string) - - # def createInstance(self): - # return FPAlgorithm() - - # def name(self): - # return 'TpTnFpFn' - - # def displayName(self): - # return self.tr('03 Confusion Matrix') - - # def group(self): - # return self.tr('04 Classify SI') - - # def groupId(self): - # return '04 Classify SI' - - # def shortHelpString(self): - # return self.tr("This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)") - + def init(self, config=None): self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorPolygon], defaultValue=None)) - - #self.addParameter( QgsProcessingParameterFeatureSource(self.INPUT,self.tr('Covariates'),[QgsProcessing.TypeVectorPolygon],defaultValue='covariatesclassed')) - #self.addParameter(QgsProcessingParameterField(self.STRING, 'Independent variables', parentLayerParameterName=self.INPUT, defaultValue=None, allowMultiple=True,type=QgsProcessingParameterField.Any)) - #self.addParameter(QgsProcessingParameterField(self.STRING1, 'Last field of covariates', parentLayerParameterName=self.INPUT, defaultValue=None)) - #self.addParameter(QgsProcessingParameterField('field', 'field', type=QgsProcessingParameterField.Any, parentLayerParameterName='v', allowMultiple=True, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING, 'Index', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterField(self.STRING2, 'Field of dependent variable (0 for absence, > 0 for presence)', parentLayerParameterName=self.INPUT, defaultValue=None)) - self.addParameter(QgsProcessingParameterNumber(self.NUMBER, self.tr('Cutoff percentile (if empty use the YOUDEN index)'), minValue=1,type=QgsProcessingParameterNumber.Integer,optional=True)) - - #self.addParameter(QgsProcessingParameterFeatureSink(self.OUTPUT, 'Output layer', type=QgsProcessing.TypeVectorAnyGeometry, createByDefault=True, defaultValue=None)) - - #self.addParameter(QgsProcessingParameterVectorDestination(self.OUTPUT, self.tr('Output layer'), type=QgsProcessing.TypeVectorPolygon, createByDefault=True, defaultValue=None)) - self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - #self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT1, 'Output train/fit',fileFilter='GeoPackage (*.gpkg *.GPKG)', defaultValue=None)) - #self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT2, 'Calculated weights','*.txt', defaultValue=None)) - #self.addParameter(QgsProcessingParameterFolderDestination(self.OUTPUT3, 'Outputs folder destination', defaultValue=None, createByDefault = True)) - def process(self, parameters, context, feedback): self.f=tempfile.gettempdir() @@ -161,19 +79,6 @@ def process(self, parameters, context, feedback): if parameters['covariates'] is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) - - - # source = self.parameterAsVectorLayer( - # parameters, - # self.INPUT, - # context - # ) - # parameters['covariates']=source.source() - - # If source was not found, throw an exception to indicate that the algorithm - # encountered a fatal error. The exception text can be any string, but in this - # case we use the pre-built invalidSourceError method to return a standard - # helper text for when a source cannot be evaluated if source is None: raise QgsProcessingException(self.invalidSourceError(parameters, self.INPUT)) @@ -195,26 +100,19 @@ def process(self, parameters, context, feedback): raise QgsProcessingException(self.invalidSourceError(parameters, self.OUTPUT)) alg_params = { - #'INPUT_RASTER_LAYER': parameters['Slope'], - #'INPUT_EXTENT': parameters['Extension'], 'INPUT_VECTOR_LAYER': parameters['covariates'], 'field1': parameters['field1'], - #'field2': parameters['field2'], 'lsd' : parameters['fieldlsd'], 'testN':parameters['testN'], 'fold':self.f - #'INPUT_INT': parameters['BufferRadiousInPxl'], - #'INPUT_INT_1': parameters['minSlopeAcceptable'], } outputs['df'],outputs['nomi'],outputs['crs']=Functions.load(alg_params) - feedback.setCurrentStep(1) if feedback.isCanceled(): return {} - alg_params = { 'df': outputs['df'], 'crs': outputs['crs'], @@ -266,24 +164,16 @@ def load(parameters): feat=[] for feature in features: attr=feature.attributes() - #print(attr) geom = feature.geometry() - #print(type(geom.asWkt())) feat=attr+[geom.asWkt()] - #print(feat) gdp.loc[len(gdp)] = feat - #gdp = gdp.append(feat, ignore_index=True) count=+ 1 gdp.to_csv(f+'/file.csv') del gdp gdp=pd.read_csv(f+'/file.csv') - #print(feat) - #print(gdp['S'].dtypes) gdp['ID']=np.arange(1,len(gdp.iloc[:,0])+1) - #df=gdp[parameters['field1']] df=pd.DataFrame(data=gdp[parameters['field1']].to_numpy(), columns=[parameters['field1']]) nomi=list(df.head()) - #print(list(df['Sf']),'1') lsd=gdp[parameters['lsd']] lsd[lsd>0]=1 df['y']=lsd#.astype(int) @@ -309,7 +199,6 @@ def load(parameters): df['presabs']='false' df['class_cut'].iloc[np.where(x<=cutoff)[0]]='negative' df['presabs'].iloc[np.where(y==1)]='true' - tp = np.where((df['class_cut']=='positive')&(df['presabs']=='true')) tn = np.where((df['class_cut']=='negative')&(df['presabs']=='true')) fp = np.where((df['class_cut']=='positive')&(df['presabs']=='false')) @@ -319,44 +208,16 @@ def load(parameters): df['tptnfpfn'].iloc[tn[0]]=1 df['tptnfpfn'].iloc[fp[0]]=2 df['tptnfpfn'].iloc[fn[0]]=3 - print('tp=', str((df['tptnfpfn'] == 0).sum())) print('tn=', str((df['tptnfpfn'] == 1).sum())) print('fp=', str((df['tptnfpfn'] == 2).sum())) print('fn=', str((df['tptnfpfn'] == 3).sum())) - - - - #df=parameters['df'] - #y_true=df['y'] - #scores=df['SI'] - ################################figure - #fpr1, tpr1, tresh1 = roc_curve(y_true,scores) - #norm=(scores-scores.min())/(scores.max()-scores.min()) - #r=roc_auc_score(y_true, scores) - - #idx = np.argmax(tpr1 - fpr1) # x YOUDEN INDEX - #suscept01 = copy(scores) - #suscept01[scores > tresh1[idx]] = 1 - #suscept01[scores <= tresh1[idx]] = 0 - #f1_tot = f1_score(y_true, suscept01) - #ck_tot = cohen_kappa_score(y_true, suscept01) - #cm = confusion_matrix(y_true, y_pred) - - - return df,nomi,crs - - def save(parameters): - - #print(parameters['nomi']) df=parameters['df'] nomi=list(df.head()) fields = QgsFields() - - for field in nomi: if field=='ID': fields.append(QgsField(field, QVariant.Int)) @@ -390,16 +251,13 @@ def save(parameters): if writer.hasError() != QgsVectorFileWriter.NoError: print("Error when creating shapefile: ", writer.errorMessage()) - strings=['geom', 'class_cut', 'presabs'] columns_float = [item for item in df.columns if item not in strings] for i, row in df.iterrows(): - fet = QgsFeature() fet.setGeometry(QgsGeometry.fromWkt(row['geom'])) fet.setAttributes(list(map(float,list(df.loc[ i, columns_float])))) writer.addFeature(fet) - del writer def addmap(parameters): @@ -407,7 +265,6 @@ def addmap(parameters): fileName = parameters['trainout'] layer = QgsVectorLayer(fileName,"train","ogr") subLayers =layer.dataProvider().subLayers() - for subLayer in subLayers: name = subLayer.split('!!::!!')[1] print(name,'name') diff --git a/sz_module/scripts/utils.py b/sz_module/scripts/utils.py index f128788..25a2105 100644 --- a/sz_module/scripts/utils.py +++ b/sz_module/scripts/utils.py @@ -1,24 +1,42 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + import matplotlib.pyplot as plt -from processing.algs.gdal.GdalUtils import GdalUtils -import plotly.graph_objs as go import pandas as pd -from sklearn.model_selection import train_test_split from sklearn.metrics import roc_curve from sklearn.metrics import roc_auc_score -from sklearn.model_selection import train_test_split from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score, f1_score, cohen_kappa_score from scipy.stats import pearsonr -import csv from copy import copy - - -from shapely import wkb from shapely.geometry import shape - -from matplotlib.ticker import ScalarFormatter - -#from pygam import LogisticGAM, s, f, terms - from qgis.core import (QgsVectorLayer, QgsFields, QgsField, @@ -28,21 +46,16 @@ QgsFeature, QgsGeometry, QgsProcessingContext, - QgsVectorLayerExporter ) import numpy as np import pandas as pd from qgis.PyQt.QtCore import QVariant import os -from collections import OrderedDict import sqlite3 - from shapely.geometry import shape from shapely.wkt import dumps import fiona - - class SZ_utils(): def generate_ghost_input(input,output): input_shapefile_path = input @@ -51,15 +64,9 @@ def generate_ghost_input(input,output): save_options = QgsVectorFileWriter.SaveVectorOptions() save_options.driverName = 'GPKG' save_options.fileEncoding = 'UTF-8' - writer = QgsVectorFileWriter.writeAsVectorFormat( layer, output, - #fields, - #layer.fields(), - #layer.wkbType(), - #layer.crs(), - #transform_context, save_options ) print(output) @@ -78,7 +85,6 @@ def load_geopackage(file_path, table_name='file'): geom_wkt = dumps(shape(feature['geometry'])) properties['geom'] = geom_wkt records.append(properties) - df = pd.DataFrame(records) del layer del source @@ -98,7 +104,6 @@ def get_id_column(file_path, table_name='file'): def load_cv(directory,parameters): SZ_utils.generate_ghost_input(parameters['INPUT_VECTOR_LAYER'],directory+'/file.gpkg') gdp,crs=SZ_utils.load_geopackage(directory+'/file.gpkg') - #primary_key=SZ_utils.get_id_column(directory+'/file.gpkg') if 'time' in parameters: if parameters['time']==None: df=pd.DataFrame(gdp[parameters['nomi']].copy()) @@ -106,7 +111,6 @@ def load_cv(directory,parameters): df=pd.DataFrame(gdp[parameters['nomi']+[parameters['time']]].copy()) else: df=pd.DataFrame(gdp[parameters['nomi']].copy()) - try: lsd=gdp[parameters['lsd']] try: @@ -129,7 +133,6 @@ def load_cv(directory,parameters): print('no lsd required') df['ID']=gdp.index df['geom']=gdp['geom'] - #df=df.dropna(how='any',axis=0) print('input layer loaded') del gdp return(df,crs) @@ -142,14 +145,12 @@ def stampfit(parameters): fpr1, tpr1, tresh1 = roc_curve(y_true,scores) norm=(scores-scores.min())/(scores.max()-scores.min()) r=roc_auc_score(y_true, scores) - idx = np.argmax(tpr1 - fpr1) # x YOUDEN INDEX suscept01 = copy(scores) suscept01[scores > tresh1[idx]] = 1 suscept01[scores <= tresh1[idx]] = 0 f1_tot = f1_score(y_true, suscept01) ck_tot = cohen_kappa_score(y_true, suscept01) - fig=plt.figure() lw = 2 plt.plot(fpr1, tpr1, color='green',lw=lw, label= 'Complete dataset (AUC = %0.2f, F1 = %0.2f, K = %0.2f)' %(r, f1_tot,ck_tot)) @@ -181,21 +182,18 @@ def stamp_cv(parameters): fprv, tprv, treshv = roc_curve(y_v[test_ind[i]],scores_v[test_ind[i]]) aucv=roc_auc_score(y_v[test_ind[i]],scores_v[test_ind[i]]) print('ROC '+ str(i) +' AUC=',aucv) - idx = np.argmax(tprv - fprv) # x YOUDEN INDEX suscept01 = copy(scores_v) suscept01[scores_v > treshv[idx]] = 1 suscept01[scores_v <= treshv[idx]] = 0 f1_tot = f1_score(y_v, suscept01) ck_tot = cohen_kappa_score(y_v, suscept01) - plt.plot(fprv, tprv,lw=lw, alpha=0.5, label='ROC fold '+str(i+1)+' AUC = %0.2f, F1 = %0.2f, K = %0.2f' %(aucv, f1_tot,ck_tot)) plt.xlim([0.0, 1.0]) plt.ylim([0.0, 1.05]) plt.xlabel('False Positive Rate') plt.ylabel('True Positive Rate') plt.legend(loc="lower right") - #plt.show() print('ROC curve figure = ',parameters['OUT']+'/fig_cv.pdf') try: fig.savefig(parameters['OUT']+'/fig_cv.pdf') @@ -203,42 +201,6 @@ def stamp_cv(parameters): os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig_cv.pdf') - - # def stamp_simple(parameters): - # train=parameters['train'] - # y_t=train['y'] - # scores_t=train['SI'] - - # test=parameters['test'] - # y_v=test['y'] - # scores_v=test['SI'] - # lw = 2 - - # fprv, tprv, treshv = roc_curve(y_v,scores_v) - # fprt, tprt, tresht = roc_curve(y_t,scores_t) - - # aucv=roc_auc_score(y_v, scores_v) - # auct=roc_auc_score(y_t, scores_t) - # normt=(scores_t-scores_t.min())/(scores_t.max()-scores_t.min()) - # normv=(scores_v-scores_v.min())/(scores_v.max()-scores_v.min()) - - # fig=plt.figure() - # plt.plot(fprv, tprv, color='green',lw=lw, label= 'Prediction performance (AUC = %0.2f)' %aucv) - # plt.plot(fprt, tprt, color='red',lw=lw, label= 'Success performance (AUC = %0.2f)' %auct) - # plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') - # plt.xlim([0.0, 1.0]) - # plt.ylim([0.0, 1.05]) - # plt.xlabel('False Positive Rate') - # plt.ylabel('True Positive Rate') - # plt.title('ROC') - # plt.legend(loc="lower right") - # #plt.show() - # try: - # fig.savefig(parameters['OUT']+'/fig.pdf') - # except: - # os.mkdir(parameters['OUT']) - # fig.savefig(parameters['OUT']+'/fig.pdf') - def stamp_qq(parameters): print('plotting....') df=parameters['df'] @@ -250,7 +212,6 @@ def stamp_qq(parameters): fig, ax = plt.subplots(figsize=(11, 6)) M=[] m=[] - #plt.plot([0, 1], [0, 1], color='black', lw=lw, linestyle='--') for i in range(len(test_ind)): df_train=y_v[test_ind[i]] df_trans=scores_v[test_ind[i]] @@ -264,14 +225,11 @@ def stamp_qq(parameters): MM=max(M) mm=min(m) plt.plot([mm, MM], [mm, MM], color='black', lw=2, linestyle='--') - #plt.xlim([0.0, 1.0]) - #plt.ylim([0.0, 1.05]) ax.set_aspect('equal','box') plt.xlabel('Observed') plt.ylabel('Predicted') plt.legend(loc='center left', bbox_to_anchor=(1, 0.5),fontsize='small') plt.tight_layout() - #plt.show() print('QQ figure = ',parameters['OUT']+'/fig_qq.pdf') try: fig.savefig(parameters['OUT']+'/fig_qq.pdf') @@ -279,7 +237,6 @@ def stamp_qq(parameters): os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig_qq.pdf') - def stamp_qq_fit(parameters): print('plotting....') df=parameters['df'].dropna(how='any',axis=0) @@ -288,7 +245,6 @@ def stamp_qq_fit(parameters): errors=SZ_utils.errors(df_true,df_predict) percentiles_train = np.percentile(df_true, np.arange(0, 101, 1)) percentiles_trans = np.percentile(df_predict, np.arange(0, 101, 1)) - fig, ax = plt.subplots() plt.scatter(percentiles_train, percentiles_trans,marker='o',s=3, alpha=0.5, label='QQ MAE = %0.2f, RMSE = %0.2f, R2 = %0.2f, PearsCorr = %0.2f' %(errors[0], errors[1],errors[2],errors[3])) MM=np.max([np.max(percentiles_train),np.max(percentiles_trans)]) @@ -306,7 +262,6 @@ def stamp_qq_fit(parameters): os.mkdir(parameters['OUT']) fig.savefig(parameters['OUT']+'/fig_qq_fit.pdf') - def save(parameters): print('writing output geopackage.....') df=parameters['df'] @@ -322,12 +277,10 @@ def save(parameters): fields.append(QgsField(field, QVariant.Double)) else: fields.append(QgsField(field, QVariant.Double)) - transform_context = QgsProject.instance().transformContext() save_options = QgsVectorFileWriter.SaveVectorOptions() save_options.driverName = 'GPKG' save_options.fileEncoding = 'UTF-8' - writer = QgsVectorFileWriter.create( parameters['OUT'], fields, @@ -336,7 +289,6 @@ def save(parameters): transform_context, save_options ) - if writer.hasError() != QgsVectorFileWriter.NoError: print("Error when creating shapefile: ", writer.errorMessage()) for i, row in df.iterrows(): @@ -344,7 +296,6 @@ def save(parameters): fet.setGeometry(QgsGeometry.fromWkt(row['geom'])) fet.setAttributes(list(map(float,list(df.loc[ i, df.columns != 'geom'])))) writer.addFeature(fet) - del writer def addmap(parameters): @@ -364,23 +315,12 @@ def addmap(parameters): context.temporaryLayerStore().addMapLayer(sub_vlayer) context.addLayerToLoadOnCompletion(sub_vlayer.id(), QgsProcessingContext.LayerDetails('layer', context.project(),'LAYER')) - def errors(y_true,predict): min_absolute_error = mean_absolute_error(y_true, predict) rmse = np.sqrt(mean_squared_error(y_true, predict)) r_squared = r2_score(y_true, predict) pearson_coefficient, _ = pearsonr(y_true, predict) errors=[min_absolute_error,rmse,r_squared,pearson_coefficient] - # output_file = filename - # with open(output_file, mode='w', newline='') as file: - # writer = csv.writer(file) - # # Write header - # writer.writerow(["Metric", "Value"]) - # # Write data - # writer.writerow(["Minimum Absolute Error", min_absolute_error]) - # writer.writerow(["RMSE", rmse]) - # writer.writerow(["R-squared", r_squared]) - # writer.writerow(["Pearson Coefficient", pearson_coefficient]) return(errors) def check_validity(parameters): @@ -393,6 +333,4 @@ def check_validity(parameters): def make_directory(parameters): if not os.path.exists(parameters['path']): - os.mkdir(parameters['path']) - - + os.mkdir(parameters['path']) \ No newline at end of file diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index 9ec863a..4c69b21 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -1,41 +1,39 @@ -# -*- coding: utf-8 -*- - +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . ***************************************************************************/ """ __author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' - -# This will get replaced with a git SHA1 when you do a git archive - -__revision__ = '$Format:%H$' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' import os import sys import inspect from qgis.core import QgsApplication from qgis.PyQt.QtCore import QSettings -from qgis.utils import iface,available_plugins,active_plugins from .installer.installer import installer from .utils import log,warn,load_env_file @@ -44,7 +42,6 @@ if cmd_folder not in sys.path: sys.path.insert(0, cmd_folder) - class classePlugin(object): def __init__(self): @@ -92,8 +89,6 @@ def initGui(self): def unload(self): QgsApplication.processingRegistry().removeProvider(self.provider) - #self.installer.unload() - diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index da3735e..c6fdd39 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -1,48 +1,42 @@ -# -*- coding: utf-8 -*- +#!/usr/bin/python +#coding=utf-8 """ /*************************************************************************** - classe - A QGIS plugin - susceptibility - Generated by Plugin Builder: http://g-sherman.github.io/Qgis-Plugin-Builder/ - ------------------- - begin : 2021-07-01 - copyright : (C) 2021 by Giacomo Titti + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 email : giacomotitti@gmail.com ***************************************************************************/ /*************************************************************************** - * * - * This program is free software; you can redistribute it and/or modify * - * it under the terms of the GNU General Public License as published by * - * the Free Software Foundation; either version 2 of the License, or * - * (at your option) any later version. * - * * - ***************************************************************************/ -""" - -__author__ = 'Giacomo Titti' -__date__ = '2021-07-01' -__copyright__ = '(C) 2021 by Giacomo Titti' + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 -# This will get replaced with a git SHA1 when you do a git archive + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -__revision__ = '$Format:%H$' + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" -##################### -from qgis.core import (QgsProcessingException, - QgsProcessingAlgorithm, - ) +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' +from qgis.core import QgsProcessingAlgorithm from qgis.core import QgsProcessingProvider,QgsProcessingAlgorithm from qgis.PyQt.QtCore import QCoreApplication from qgis.PyQt.QtGui import QIcon from sz_module.images.cqp_resources_rc import qInitResources -qInitResources() # necessary to be able to access your images +qInitResources() import os - from .scripts.selfroc import rocGenerator from .scripts.lsdanalysis import statistic from .scripts.cleaning import cleankernelAlgorithm @@ -69,28 +63,17 @@ from sklearn.svm import SVC from sklearn.neural_network import MLPClassifier,MLPRegressor from pygam import LogisticGAM,LinearGAM -from .utils import log,warn,clean_memory - +from .utils import log class classeProvider(QgsProcessingProvider): def __init__(self): - """ - Default constructor. - """ QgsProcessingProvider.__init__(self) def unload(self): - """ - Unloads the provider. Any tear-down steps required by the provider - should be implemented here. - """ pass def loadAlgorithms(self): - """ - Loads all algorithms belonging to this provider. - """ self.active={ 'classcovtxt':False, @@ -180,7 +163,6 @@ def loadAlgorithms(self): } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') - ############## dict_of_scripts={ 'alg': 'classcovtxt', 'function': classcovtxtAlgorithm, @@ -362,20 +344,20 @@ def longName(self): return self.name() class Instance(QgsProcessingAlgorithm): - INPUT = 'INPUT'#'covariates' - INPUT1 = 'INPUT1'#'input1' - STRING = 'STRING'#'field1' - STRING1 = 'STRING1'#'field2' - STRING2 = 'STRING2'#'fieldlsd' - STRING3 = 'STRING3'#'field3' - STRING4 = 'STRING4'#'string4' + INPUT = 'INPUT' + INPUT1 = 'INPUT1' + STRING = 'STRING' + STRING1 = 'STRING1' + STRING2 = 'STRING2' + STRING3 = 'STRING3' + STRING4 = 'STRING4' STRING5 = 'STRING5' STRING6 = 'STRING6' STRING7 = 'STRING7' STRING8 = 'STRING8' STRING9 = 'STRING9' - NUMBER = 'NUMBER'#'testN' - NUMBER1 = 'NUMBER1'#'num1' + NUMBER = 'NUMBER' + NUMBER1 = 'NUMBER1' NUMBER2 = 'NUMBER2' OUTPUT = 'OUTPUT' OUTPUT1 = 'OUTPUT1' @@ -466,5 +448,4 @@ def processAlgorithm(self, parameters, context, feedback): else: result=self.dict_of_scripts['function'].process(self,parameters, context, feedback) - return result - + return result \ No newline at end of file diff --git a/sz_module/utils.py b/sz_module/utils.py index 32837ff..c25a059 100644 --- a/sz_module/utils.py +++ b/sz_module/utils.py @@ -1,5 +1,35 @@ +#!/usr/bin/python +#coding=utf-8 +""" +/*************************************************************************** + begin : 2021-11 + copyright : (C) 2024 by Giacomo Titti,Bologna, November 2024 + email : giacomotitti@gmail.com + ***************************************************************************/ + +/*************************************************************************** + Copyright (C) 2024 by Giacomo Titti, Bologna, November 2024 + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + ***************************************************************************/ +""" + +__author__ = 'Giacomo Titti' +__date__ = '2024-11-01' +__copyright__ = '(C) 2024 by Giacomo Titti' + from qgis.core import Qgis -from qgis.utils import iface import sys sys.setrecursionlimit(10000) from qgis.core import * @@ -13,10 +43,6 @@ def log(message): def warn(message): QgsMessageLog.logMessage(message, "SZ", level=Qgis.MessageLevel.Warning) -#def icon(name): -# return QIcon(os.path.join(os.path.dirname(__file__), "icons", name)) - - # Function to load environment variables from a .env file def load_env_file(file_path): with open(file_path, 'r') as f: @@ -30,5 +56,4 @@ def load_env_file(file_path): def clean_memory(): for name in list(globals().keys()): if not name.startswith('__'): - del globals()[name] - \ No newline at end of file + del globals()[name] \ No newline at end of file From 4b336dcf2a7a34609249eb563edc9aedd6b1c765 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 12 Dec 2024 19:20:26 +0100 Subject: [PATCH 86/91] preparation for publication: cleanup --- sz_module/installer/installer.py | 6 +++--- sz_module/metadata.txt | 15 ++++++--------- sz_module/sz_module.py | 12 ++---------- 3 files changed, 11 insertions(+), 22 deletions(-) diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index aac1e5b..7645f9e 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -72,12 +72,12 @@ def __init__(self,version,plugin_settings): self.site_packages_path='' self.bin_path='' - def is_already_installed(self): + def is_already_installed(self,version): if self.plugin_settings is False: return False - elif self.plugin_settings==str(self.version): + elif self.plugin_settings==str(version): return True - elif self.plugin_settings!=str(self.version): + elif self.plugin_settings!=str(version): return False def preliminay_req(self): diff --git a/sz_module/metadata.txt b/sz_module/metadata.txt index 10c3a10..8442a0a 100755 --- a/sz_module/metadata.txt +++ b/sz_module/metadata.txt @@ -1,6 +1,7 @@ # This file contains metadata for your plugin. -# This file should be included when you package your plugin.# Mandatory items: +# This file should be included when you package your plugin. +# Mandatory items: [general] name=sz_processing @@ -9,35 +10,31 @@ description=Susceptibility Zoning plugin version=2.0.0 author=Giacomo Titti email=giacomotitti@gmail.com - about=SZ-plugin allows the evaluation of the space-time susceptibility from the pre-processing of the data to the cross-validation of the susceptibility map. - tracker=https://github.com/SZtools/SZ-plugin/issues repository=https://github.com/SZtools/SZ-plugin # End of mandatory metadata # Recommended items: - hasProcessingProvider=yes + # Uncomment the following line and add your changelog: # changelog= - # Tags are comma separated with spaces allowed tags=susceptibility, cross-validation, pre-processing, statistical methods, hazard - homepage=https://sz-docs.readthedocs.io/en/latest/ category=Space-time analysis plugin_dependencies= scikit-learn, pygam, pandas, shapely, fiona, seaborn - icon=images/icon.png + # experimental flag experimental=False # deprecated flag (applies to the whole plugin, not just a single version) deprecated=False -Category of the plugin: Raster, Vector, Database or Web +# Category of the plugin: Raster, Vector, Database or Web # category= # If the plugin can run on QGIS Server. -server=False +server=False \ No newline at end of file diff --git a/sz_module/sz_module.py b/sz_module/sz_module.py index 4c69b21..16f65ae 100755 --- a/sz_module/sz_module.py +++ b/sz_module/sz_module.py @@ -65,21 +65,18 @@ def initProcessing(self): def initGui(self): self.installer=installer(self.version,self.plugin_settings) print('Plugin already installed? ',self.plugin_settings) - print('0') if os.environ.get('DEBUG')=='False': if self.installer.preliminay_req() is False: self.installer.unload() log(f"An error occured during the installation") raise RuntimeError("An error occured during the installation") else: - print('1') - if self.installer.is_already_installed() is False: + if self.installer.is_already_installed(self.version) is False: if self.installer.requirements() is False: self.installer.unload() log(f"An error occured during the installation") raise RuntimeError("An error occured during the installation") else: - print('2') QSettings().setValue("SZ", str(self.version)) self.initProcessing() else: @@ -88,9 +85,4 @@ def initGui(self): self.initProcessing() def unload(self): - QgsApplication.processingRegistry().removeProvider(self.provider) - - - - - \ No newline at end of file + QgsApplication.processingRegistry().removeProvider(self.provider) \ No newline at end of file From 160956f19e452eee11ee4d3591522f69c9e6dff7 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Thu, 12 Dec 2024 19:29:23 +0100 Subject: [PATCH 87/91] add note about plugin code source UMEP and QPIP --- sz_module/installer/installer.py | 2 ++ sz_module/installer/utils.py | 4 +++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/sz_module/installer/installer.py b/sz_module/installer/installer.py index 7645f9e..7f17d8c 100644 --- a/sz_module/installer/installer.py +++ b/sz_module/installer/installer.py @@ -29,6 +29,8 @@ __date__ = '2024-11-01' __copyright__ = '(C) 2024 by Giacomo Titti' +# this code is inspired from: QPIP, UMEP for processing + import os import sys import os diff --git a/sz_module/installer/utils.py b/sz_module/installer/utils.py index 0a292f5..f5489c0 100644 --- a/sz_module/installer/utils.py +++ b/sz_module/installer/utils.py @@ -29,6 +29,8 @@ __date__ = '2024-11-01' __copyright__ = '(C) 2024 by Giacomo Titti' +# this code is inspired from: QPIP, UMEP for processing + import os import subprocess from subprocess import ( @@ -91,7 +93,7 @@ def run_cmd(args, description="sz-plugin load...."): level=Qgis.Success, ) -def locate_py(): +def locate_py():#inspired from 'UMEP for processing' plugin # get Python version str_ver_qgis = sys.version.split(" ")[0] try: From 33b8918e2c1e7cd83ac797fdd508efe38e9d5b9c Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Fri, 13 Dec 2024 16:41:08 +0100 Subject: [PATCH 88/91] update help to publish --- sz_module/sz_module_provider.py | 43 +++++++++------------------------ 1 file changed, 11 insertions(+), 32 deletions(-) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index c6fdd39..23a9ad5 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -104,7 +104,7 @@ def loadAlgorithms(self): 'displayName':'01 Machine Learning tools', 'group':'02 Modelling', 'groupId':'02 Modelling', - 'shortHelpString':"This function apply Support Vector Machine to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + 'shortHelpString':"This function uses Machine Learning algorithms to model. It allows to cross-validate data by many methods. If you want just do fitting put k-fold equal to one", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -115,7 +115,7 @@ def loadAlgorithms(self): 'displayName':'02 Statistical tools', 'group':'02 Modelling', 'groupId':'02 Modelling', - 'shortHelpString':"This function apply Generalized Additive Model to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + 'shortHelpString':"This function uses Generalized Additive Model to model. It allows to cross-validate data by many methods. If you want just do fitting put k-fold equal to one.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -126,7 +126,7 @@ def loadAlgorithms(self): 'displayName':'02 Predict Generalized Additive Model', 'group':'03 Transfer learning', 'groupId':'03 Transfer learning', - 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", + 'shortHelpString':"This function uses Generalized Additive Model to transfer learning.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -137,7 +137,7 @@ def loadAlgorithms(self): 'displayName':'01 Predict Machine Learning', 'group':'03 Transfer learning', 'groupId':'03 Transfer learning', - 'shortHelpString':"This function apply Generalized Additive Model to transfer susceptibility", + 'shortHelpString':"This function uses Machine Learning algorithms to transfer learning.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -148,7 +148,7 @@ def loadAlgorithms(self): 'displayName':'03 Neural Network tools', 'group':'02 Modelling', 'groupId':'02 Modelling', - 'shortHelpString':"This function apply Neural Network algorithms to calculate susceptibility. It allows to cross-validate the analysis by k-fold cross-validation method. If you want just do fitting put k-fold equal to one", + 'shortHelpString':"This function uses Neural Networks algorithms to model. It allows to cross-validate data by many methods. If you want just do fitting put k-fold equal to one.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -159,7 +159,7 @@ def loadAlgorithms(self): 'displayName':'03 Predict Neural Network', 'group':'03 Transfer learning', 'groupId':'03 Transfer learning', - 'shortHelpString':"This function apply Neural Network algorithms to transfer susceptibility", + 'shortHelpString':"This function uses Neural Networks algorithm to transfer learning.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -192,7 +192,7 @@ def loadAlgorithms(self): 'displayName':'01 Attribute Table Statistics', 'group':'01 Data preparation', 'groupId':'01 Data preparation', - 'shortHelpString':"analysis of the points density distribution by attribute fields", + 'shortHelpString':"Analysis of the points density distribution by attribute fields. The function results distribution plots", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -204,7 +204,7 @@ def loadAlgorithms(self): 'displayName':'04 ROC', 'group':'04 Result interpretation', 'groupId':'04 Result interpretation', - 'shortHelpString':"ROC curve creator", + 'shortHelpString':"ROC curve creator. It calculates AUC, F1 score and Choen's Kappa coefficient.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -270,7 +270,7 @@ def loadAlgorithms(self): 'displayName':'01 Classify vector by ROC', 'group':'04 Result interpretation', 'groupId':'04 Result interpretation', - 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative ROC curve", + 'shortHelpString':"This function classifies a index (SI) maximizing the AUC of the relative ROC curve.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -281,7 +281,7 @@ def loadAlgorithms(self): 'displayName':'02 Classify vector by weighted ROC', 'group':'04 Result interpretation', 'groupId':'04 Result interpretation', - 'shortHelpString':"Classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", + 'shortHelpString':"This function classifies a index (SI) maximizing the AUC of the relative weighted ROC curve", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -292,7 +292,7 @@ def loadAlgorithms(self): 'displayName':'03 Confusion Matrix', 'group':'04 Result interpretation', 'groupId':'04 Result interpretation', - 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3)", + 'shortHelpString':"This function labels each feature as True Positive (0), True Negative (1), False Positive (2), False Negative (3) based on presence/absence.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') @@ -311,36 +311,15 @@ def loadAlgorithms(self): # self.addAlgorithm(MyOtherAlgorithm()) def id(self): - """ - Returns the unique provider id, used for identifying the provider. This - string should be a unique, short, character only string, eg "qgis" or - "gdal". This string should not be localised. - """ return 'SZ' def name(self): - """ - Returns the provider name, which is used to describe the provider - within the GUI. - - This string should be short (e.g. "Lastools") and localised. - """ return self.tr('SZ') def icon(self): - """ - Should return a QIcon which is used for your provider inside - the Processing toolbox. - """ return QIcon(':/icon') def longName(self): - """ - Returns the a longer version of the provider name, which can include - extra details such as version numbers. E.g. "Lastools LIDAR tools - (version 2.2.1)". This string should be localised. The default - implementation returns the same string as name(). - """ return self.name() class Instance(QgsProcessingAlgorithm): From 1543431cb1f79356bf269bd11580e618da4a17d2 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 18 Dec 2024 09:49:08 +0100 Subject: [PATCH 89/91] update help --- sz_module/scripts/lsdanalysis.py | 4 ++-- sz_module/sz_module_provider.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/sz_module/scripts/lsdanalysis.py b/sz_module/scripts/lsdanalysis.py index 8ce0f5f..3694452 100755 --- a/sz_module/scripts/lsdanalysis.py +++ b/sz_module/scripts/lsdanalysis.py @@ -51,8 +51,8 @@ class statistic(QgsProcessingAlgorithm): def init(self, config=None): - self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Vector'), types=[QgsProcessing.TypeVectorAnyGeometry], defaultValue=None)) - self.addParameter(QgsProcessingParameterField(self.STRING, 'ID field', parentLayerParameterName=self.INPUT, defaultValue=None)) + self.addParameter(QgsProcessingParameterVectorLayer(self.INPUT, self.tr('Input layer'), types=[QgsProcessing.TypeVectorAnyGeometry], defaultValue=None)) + self.addParameter(QgsProcessingParameterField(self.STRING, 'ID', parentLayerParameterName=self.INPUT, defaultValue=None)) self.addParameter(QgsProcessingParameterFileDestination(self.OUTPUT, 'Output csv', '*.csv', defaultValue=None)) self.addParameter(QgsProcessingParameterFolderDestination(self.FOLDER, 'Folder destination', defaultValue=None,createByDefault = True)) diff --git a/sz_module/sz_module_provider.py b/sz_module/sz_module_provider.py index 23a9ad5..33cd74c 100755 --- a/sz_module/sz_module_provider.py +++ b/sz_module/sz_module_provider.py @@ -192,7 +192,7 @@ def loadAlgorithms(self): 'displayName':'01 Attribute Table Statistics', 'group':'01 Data preparation', 'groupId':'01 Data preparation', - 'shortHelpString':"Analysis of the points density distribution by attribute fields. The function results distribution plots", + 'shortHelpString':"Distribution plot of the fields value density.", } self.addAlgorithm(Instance(dict_of_scripts)) if self.active[dict_of_scripts['alg']] else print(dict_of_scripts['alg']+' is inactive') From 89483e3fb45963548c9c86db9ad1050641ae3b14 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 18 Dec 2024 10:48:34 +0100 Subject: [PATCH 90/91] Update metadata.txt --- sz_module/metadata.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sz_module/metadata.txt b/sz_module/metadata.txt index 8442a0a..5bc840f 100755 --- a/sz_module/metadata.txt +++ b/sz_module/metadata.txt @@ -8,7 +8,7 @@ name=sz_processing qgisMinimumVersion=3.28 description=Susceptibility Zoning plugin version=2.0.0 -author=Giacomo Titti +author=Giacomo Titti and Luigi Lombardo email=giacomotitti@gmail.com about=SZ-plugin allows the evaluation of the space-time susceptibility from the pre-processing of the data to the cross-validation of the susceptibility map. tracker=https://github.com/SZtools/SZ-plugin/issues @@ -37,4 +37,4 @@ deprecated=False # category= # If the plugin can run on QGIS Server. -server=False \ No newline at end of file +server=False From 2efc8fa3418a1a9f19bdb62726824fd9873ca266 Mon Sep 17 00:00:00 2001 From: Giacomo Titti Date: Wed, 18 Dec 2024 11:11:06 +0100 Subject: [PATCH 91/91] Add files via upload --- sz_module/LICENSE | 674 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 674 insertions(+) create mode 100644 sz_module/LICENSE diff --git a/sz_module/LICENSE b/sz_module/LICENSE new file mode 100644 index 0000000..f288702 --- /dev/null +++ b/sz_module/LICENSE @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. 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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +.

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