main.py

    def run(self):
        self.ui.show()



    def scrollToDate(self, date_of_interest):
        QApplication.processEvents()
        HBar = self.ui.scrollArea_imageChips.horizontalScrollBar()
        TSDs = list(self.CHIPWIDGETS.keys())
        if len(TSDs) == 0:
            return

        #get date INDEX that is closest to requested date
        if type(date_of_interest) is str:
            date_of_interest = np.datetime64(date_of_interest)


        if type(date_of_interest) is np.datetime64:
            i_doi = TSDs.index(sorted(TSDs, key=lambda TSD: abs(date_of_interest - TSD.getDate()))[0])
        else:
            i_doi = date_of_interest

        step = int(float(HBar.maximum()) / (len(TSDs)+1))
        HBar.setSingleStep(step)
        HBar.setPageStep(step*5)
        HBar.setValue(i_doi * step)


    def showSubsetsStart(self):

        if len(self.TS) == 0:
            return

        D = self.ui
        easting = QgsVector(D.doubleSpinBox_subset_size_x.value(), 0.0)
        northing = QgsVector(0.0, D.doubleSpinBox_subset_size_y.value())

        Center = QgsPoint(D.spinBox_coordinate_x.value(), D.spinBox_coordinate_y.value())
        UL = Center - (easting * 0.5) + (northing * 0.5)
        LR = Center + (easting * 0.5) - (northing * 0.5)
        extent = QgsRectangle(UL,LR)
        maxPx = int(D.spinBoxMaxPixmapSize.value())
        pxSize = self.PIXMAPS.setExtent(extent, self.canvasCrs, maxPx)

        #get the dates of interes
        dates_of_interest = list()

        doiTSD = self.TS.data[int(D.sliderDOI.value())-1]
        centerDate = doiTSD.getDate()
        allDates = self.TS.getObservationDates()
        i_doi = allDates.index(centerDate)

        if D.rb_showEntireTS.isChecked():
            dates_of_interest = allDates
        elif D.rb_showTimeWindow.isChecked():
            i0 = max([0, i_doi-D.sb_ndates_before.value()])
            ie = min([i_doi + D.sb_ndates_after.value(), len(allDates)-1])
            dates_of_interest = allDates[i0:ie+1]


        diff = set(dates_of_interest)
        diff = diff.symmetric_difference(self.CHIPWIDGETS.keys())

        self.clearLayoutWidgets(self.ICP)
        self.CHIPWIDGETS.clear()



        #initialize image labels

        cnt_chips = 0

        TSDs_of_interest = list()

        for date in dates_of_interest:

            #LV = QVBoxLayout()
            #LV.setSizeConstraint(QLayout.SetNoConstraint)

            for TSD in self.TS.getTSDs(date_of_interest=date):
                TSDs_of_interest.append(TSD)
                info_label_text = '{}\n{}'.format(TSD.date, TSD.sensor.sensorName)
                textLabel = QLabel(info_label_text)
                tt = [TSD.date,TSD.pathImg, TSD.pathMsk]
                textLabel.setToolTip(list2str(tt))
                self.ICP.addWidget(textLabel, 0, cnt_chips)
                viewList = list()
                j = 1
                for view in self.BAND_VIEWS:
                    viewWidget = view.getSensorWidget(TSD.sensor)
                    layerRenderer = viewWidget.layerRenderer()

                    #imageLabel = QLabel()
                    #imv = pg.GraphicsView()
                    #imv = QGraphicsView(self.dlg.scrollArea_imageChip_content)
                    #imv = MyGraphicsView(self.dlg.scrollArea_imageChip_content, iface=self.iface, path=TSD.pathImg, bands=bands)
                    #imv = pg.ImageView(view=None)
                    imgLabel = ImageChipLabel(self, TSD, layerRenderer)

                    imgLabel.setMinimumSize(pxSize)
                    imgLabel.setMaximumSize(pxSize)
                    imgLabel.clicked.connect(self.ua_collect_date)


                    viewList.append(imgLabel)
                    self.ICP.addWidget(imgLabel, j, cnt_chips)
                    j += 1

                textLabel = QLabel(info_label_text)
                textLabel.setToolTip(str(TSD))
                self.ICP.addWidget(textLabel, j, cnt_chips)

                self.CHIPWIDGETS[TSD] = viewList

                cnt_chips += 1

        self.ui.scrollArea_imageChip_content.update()

        self.scrollToDate(centerDate)

        #todo: start pixmap loading
        #define render jobs
        #(TSD, [renderers] in order of views)

        LUT_RENDERER = {}
        for view in self.BAND_VIEWS:
            for sensor in view.Sensors.keys():
                if sensor not in LUT_RENDERER.keys():
                    LUT_RENDERER[sensor] = []
                LUT_RENDERER[sensor].append(
                    view.getSensorWidget(sensor).layerRenderer()
                )


        jobs = []
        for TSD in TSDs_of_interest:
            for i, r in enumerate(LUT_RENDERER[TSD.sensor]):
                jobs.append(RenderJob(TSD, r.clone(), destinationId=i))

        #oder jobs by distance to DOI
        jobs = sorted(jobs, key = lambda j: abs(j.TSD.date - doiTSD.date))

        #todo: recycling to save loading time
        self.PIXMAPS.loadSubsets(jobs)

    def showSubset(self, renderJob, pixmap):

        assert isinstance(renderJob, RenderJob)
        chipLabel = self.CHIPWIDGETS[renderJob.TSD][renderJob.destinationId]
        chipLabel.setPixmap(pixmap)
        chipLabel.setFixedSize(pixmap.size())
        chipLabel.update()
        s = ""

    def ua_collect_date(self, ICL, event):
        if self.ui.rb_labeling_activate.isChecked():
            txt = self.ui.tb_labeling_text.toPlainText()
            reg = re.compile('\d{4}-\d{2}-\d{2}', re.I | re.MULTILINE)
            dates = set([np.datetime64(m) for m in reg.findall(txt)])
            doi = ICL.TSD.getDate()

            if event.button() == Qt.LeftButton:
                dates.add(doi)
            elif event.button() == Qt.MiddleButton and doi in dates:
                dates.remove(doi)

            dates = sorted(list(dates))
            txt = ' '.join([d.astype(str) for d in dates])
            self.ui.tb_labeling_text.setText(txt)


    def clearLayoutWidgets(self, L):
        if L is not None:
            while L.count():
                w = L.takeAt(0)
                if w.widget():
                    w.widget().deleteLater()
                #if w is not None:
                #    w.widget().deleteLater()
        QApplication.processEvents()

    def ua_addTSImages(self, files=None):
        if files is None:
            files = QFileDialog.getOpenFileNames()

        if files:
            M = self.ui.tableView_TimeSeries.model()
            M.beginResetModel()
            self.TS.addFiles(files)
            M.endResetModel()
            self.refreshBandViews()

        self.check_enabled()




    def ua_addBandView(self):

        bandView = BandView(self.TS, showSensorNames=len(self.BAND_VIEWS)==0)
        bandView.sigAddBandView.connect(self.ua_addBandView)
        bandView.sigRemoveBandView.connect(self.ua_removeBandView)

        #bandView.removeView.connect(self.ua_removeBandView)
        self.BAND_VIEWS.append(bandView)
        self.BVP.addWidget(bandView.ui)

        bandView.setTitle('#{}'.format(len(self.BAND_VIEWS)))

    def ua_removeBandView(self, bandView):
        #bandView.ui.setHidden(True)
        self.BAND_VIEWS.remove(bandView)
        self.BVP.removeWidget(bandView.ui)
        bandView.ui.close()
        self.BAND_VIEWS[0].showSensorNames(True)
        for i, bv in enumerate(self.BAND_VIEWS):
            bv.setTitle('#{}'.format(i+1))
        #self.ui.scrollAreaBandViewsContent.update()



    def ua_clear_TS(self):
        #remove views

        M = self.ui.tableView_TimeSeries.model()
        M.beginResetModel()
        self.TS.clear()
        M.endResetModel()
        self.check_enabled()

    def ua_removeTSD(self, TSDs=None):
        if TSDs is None:
            TSDs = self.getSelectedTSDs()
        assert isinstance(TSDs,list)

        M = self.ui.tableView_TimeSeries.model()
        M.beginResetModel()
        self.TS.removeDates(TSDs)
        M.endResetModel()
        self.check_enabled()



    def getSelectedTSDs(self):
        TV = self.ui.tableView_TimeSeries
        TVM = TV.model()
        return [TVM.getTimeSeriesDatumFromIndex(idx) for idx in TV.selectionModel().selectedRows()]


def disconnect_signal(signal):
    while True:
        try:
            signal.disconnect()
        except TypeError:
            break


def showRGBData(data):
    from scipy.misc import toimage
    toimage(data).show()

def run_tests():

    if False:

        pathImg = r'O:\SenseCarbonProcessing\BJ_NOC\01_RasterData\00_VRTs\02_Cutted\2014-07-26_LC82270652014207LGN00_BOA.vrt'
        pathMsk = r'O:\SenseCarbonProcessing\BJ_NOC\01_RasterData\00_VRTs\02_Cutted\2014-07-26_LC82270652014207LGN00_Msk.vrt'

        if False:
            TSD = TimeSeriesDatum(pathImg)
            TSD.setMask(pathMsk)

            print(TSD)

            c = [670949.883,-786288.771]

            w_x = w_y = 1000 #1km box
            srs = TSD.getSpatialReference()
            ring = ogr.Geometry(ogr.wkbLinearRing)
            import itertools
            for x,y in itertools.product([1000, -1000], repeat=2):
                ring.AddPoint(c[0]+x, c[1]+y)
            ring.AssignSpatialReference(srs)
            bb = ogr.Geometry(ogr.wkbPolygon)
            bb.AddGeometry(ring)
            bb.AssignSpatialReference(srs)




        def getChip3d_OLD(chips, r,g,b, range_r, range_g, range_b):

            nl, ns = chips[r].shape
            a3d = np.ndarray((3,nl,ns), dtype='float')

            rgb_idx = [r,g,b]
            ranges = [range_r, range_g, range_b]

            for i, rgb_i in enumerate(rgb_idx):
                range = ranges[i]
                data = chips[rgb_i].astype('float')
                data -= range[0]
                data *= 255./range[1]
                a3d[i,:] = data

            np.clip(a3d, 0, 255, out=a3d)

            return a3d.astype('uint8')

        app  = QApplication([])
        main = PictureTest()
        main.show()

        range_r = [0,500]
        range_g = [0,500]
        range_b = [0,500]

        bands = [3,2,1]
        #chipData = TSD.readSpatialChip(bb,bands=bands )

        #main.addNumpy(getChip3d(chipData, bands, (range_r, range_g, range_b)))
        app.exec_()
        exit(0)

    if False:
        dirSrcLS = r'O:\SenseCarbonProcessing\BJ_NOC\01_RasterData\00_VRTs\02_Cutted'
        filesImgLS = file_search(dirSrcLS, '2014*_BOA.vrt')
        filesMsk = file_search(dirSrcLS, '2014*_Msk.vrt')
        TS = TimeSeries(imageFiles=filesImgLS, maskFiles=filesMsk)

        print(TS)
        exit(0)


    if True:
        import PyQt4.Qt

        app=PyQt4.Qt.QApplication([])
        S = TimeSeriesViewer(None)
        S.run()

        if True:
            dirSrcLS = r'\\141.20.140.107\NAS_Processing\SenseCarbonProcessing\BJ_NOC\01_RasterData\02_CuttedVRT'
            dirSrcRE = r'\\141.20.140.91\SAN_RSDBrazil\RapidEye\3A_VRTs'
            filesImgLS = file_search(dirSrcLS, '20*_BOA.vrt')
            filesImgRE = file_search(dirSrcRE, '*.vrt', recursive=True)
            #filesMsk = file_search(dirSrc, '2014*_Msk.vrt')
            S.ua_addTSImages(files=filesImgLS[0:2])
            S.ua_addTSImages(files=filesImgRE[0:2])
            #S.ua_addTSImages(files=filesImgLS)
            #S.ua_addTSImages(files=filesImgRE)
            #S.ua_loadExampleTS()


            #S.ua_addTSMasks(files=filesMsk)

        #S.ua_addView(bands=[4,5,3])

        app.exec_()

    if False:
        import qgis.core

        # supply path to where is your qgis installed

        #QgsApplication.setPrefixPath("/Applications/QGIS_2.12.app/Contents/MacOS/QGIS", True)

        # load providers
        QgsApplication.initQgis()

        a = QgsApplication([], True)

        S = TimeSeriesViewer(a)
        S.run()

        if True:
            dirSrcLS = r'O:\SenseCarbonProcessing\BJ_NOC\01_RasterData\00_VRTs\02_Cutted'
            filesImgLS = file_search(dirSrcLS, '2014*_BOA.vrt')
            filesMsk = file_search(dirSrcLS, '2014*_Msk.vrt')
            S.ua_addTSImages(files=filesImgLS)
            S.ua_addTSMasks(files=filesMsk)

        #S.ua_addView(bands=[4,5,3])

        a.exec_()

    print('Tests done')
    exit(0)


if __name__ == '__main__':
    run_tests()
    print('Done')