Merge remote-tracking branch 'origin/develop' into feature/refactor
This commit is contained in:
commit
15722c436e
123
PyLoT.py
123
PyLoT.py
@ -46,6 +46,9 @@ from obspy import UTCDateTime
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from obspy.core.event import Magnitude, Origin
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from obspy.core.util import AttribDict
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from pylot.core.util.obspyDMT_interface import check_obspydmt_structure
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try:
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import pyqtgraph as pg
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except Exception as e:
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@ -75,7 +78,8 @@ from pylot.core.util.dataprocessing import read_metadata, restitute_data
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from pylot.core.util.utils import fnConstructor, getLogin, \
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full_range, readFilterInformation, trim_station_components, check4gaps, make_pen, pick_color_plt, \
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pick_linestyle_plt, remove_underscores, check4doubled, identifyPhaseID, excludeQualityClasses, has_spe, \
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check4rotated, transform_colors_mpl, transform_colors_mpl_str, getAutoFilteroptions
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check4rotated, transform_colors_mpl, transform_colors_mpl_str, getAutoFilteroptions, check_all_obspy, \
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check_all_pylot, real_Bool
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from pylot.core.util.event import Event
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from pylot.core.io.location import create_creation_info, create_event
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from pylot.core.util.widgets import FilterOptionsDialog, NewEventDlg, \
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@ -143,6 +147,7 @@ class MainWindow(QMainWindow):
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# default factor for dataplot e.g. enabling/disabling scrollarea
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self.height_factor = 12
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self.plot_method = 'normal'
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# UI has to be set up before(!) children widgets are about to show up
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self.createAction = createAction
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@ -987,11 +992,13 @@ class MainWindow(QMainWindow):
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'''
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Return waveform filenames from event in eventbox.
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'''
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# TODO: add dataStructure class for obspyDMT here, this is just a workaround!
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eventpath = self.get_current_event_path(eventbox)
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basepath = eventpath.split(os.path.basename(eventpath))[0]
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if self.dataStructure:
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directory = self.get_current_event_path(eventbox)
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if not directory:
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if not eventpath:
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return
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fnames = [os.path.join(directory, f) for f in os.listdir(directory)]
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fnames = [os.path.join(eventpath, f) for f in os.listdir(eventpath)]
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else:
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raise DatastructureError('not specified')
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return fnames
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@ -1036,13 +1043,15 @@ class MainWindow(QMainWindow):
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ed = getExistingDirectories(self, 'Select event directories...')
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if ed.exec_():
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eventlist = ed.selectedFiles()
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# select only folders that start with 'e', containin two dots and have length 12
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eventlist = [item for item in eventlist if item.split('/')[-1].startswith('e')
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and len(item.split('/')[-1].split('.')) == 3
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and len(item.split('/')[-1]) == 12]
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basepath = eventlist[0].split(os.path.basename(eventlist[0]))[0]
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if check_obspydmt_structure(basepath):
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print('Recognized obspyDMT structure in selected files.')
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eventlist = check_all_obspy(eventlist)
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else:
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eventlist = check_all_pylot(eventlist)
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if not eventlist:
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print('No events found! Expected structure for event folders: [eEVID.DOY.YR],\n'
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' e.g. eventID=1, doy=2, yr=2016: e0001.002.16')
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' e.g. eventID=1, doy=2, yr=2016: e0001.002.16 or obspyDMT database')
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return
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else:
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return
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@ -1649,35 +1658,48 @@ class MainWindow(QMainWindow):
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# else:
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# ans = False
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self.fnames = self.getWFFnames_from_eventbox()
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eventpath = self.get_current_event_path()
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basepath = eventpath.split(os.path.basename(eventpath))[0]
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obspy_dmt = check_obspydmt_structure(basepath)
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self.data.setWFData(self.fnames,
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checkRotated=True,
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metadata=self.metadata)
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metadata=self.metadata,
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obspy_dmt=obspy_dmt)
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def check_plot_quantity(self):
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"""
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Check the amount of samples to be plotted and ask user to reduce the amount if it is too large.
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:rtype: None
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"""
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settings = QSettings()
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nth_sample = settings.value("nth_sample") if settings.value("nth_sample") else 1
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npts_max = 1e6
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nth_sample = int(settings.value("nth_sample")) if settings.value("nth_sample") else 1
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npts_max = 1e7
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npts = self.get_npts_to_plot()
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npts2plot = npts/nth_sample
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if npts2plot < npts_max:
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return
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nth_sample_new = int(np.ceil(npts/npts_max))
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message = "You are about to plot a huge dataset with {npts} datapoints. With a current setting of " \
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"nth_sample = {nth_sample} a total of {npts2plot} points will be plotted which is more " \
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"than the maximum setting of {npts_max}. " \
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"PyLoT recommends to raise nth_sample from {nth_sample} to {nth_sample_new}. Continue?"
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ans = QMessageBox.question(self, self.tr("Optimize plot performance..."),
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self.tr(message.format(npts=npts,
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nth_sample=nth_sample,
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npts_max=npts_max,
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nth_sample_new=nth_sample_new,
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npts2plot=npts2plot)),
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QMessageBox.Yes | QMessageBox.No,
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QMessageBox.Yes)
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if ans == QMessageBox.Yes:
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settings.setValue("nth_sample", nth_sample_new)
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settings.sync()
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settings.setValue('large_dataset', False)
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else:
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settings.setValue('large_dataset', True)
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self.update_status('Dataset is very large. Using fast plotting method (MIN/MAX)', 10000)
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settings.sync()
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# nth_sample_new = int(np.ceil(npts/npts_max))
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# message = "You are about to plot a huge dataset with {npts} datapoints. With a current setting of " \
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# "nth_sample = {nth_sample} a total of {npts2plot} points will be plotted which is more " \
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# "than the maximum setting of {npts_max}. " \
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# "PyLoT recommends to raise nth_sample from {nth_sample} to {nth_sample_new}. Do you want "\
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# "to change nth_sample to {nth_sample_new} now?"
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#
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# ans = QMessageBox.question(self, self.tr("Optimize plot performance..."),
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# self.tr(message.format(npts=npts,
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# nth_sample=nth_sample,
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# npts_max=npts_max,
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# nth_sample_new=nth_sample_new,
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# npts2plot=npts2plot)),
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# QMessageBox.Yes | QMessageBox.No,
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# QMessageBox.Yes)
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# if ans == QMessageBox.Yes:
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# settings.setValue("nth_sample", nth_sample_new)
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# settings.sync()
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def get_npts_to_plot(self):
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return sum(trace.stats.npts for trace in self.data.getWFData())
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@ -1736,9 +1758,12 @@ class MainWindow(QMainWindow):
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def finish_pg_plot(self):
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self.getPlotWidget().updateWidget()
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plots = self.wfp_thread.data
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for times, data in plots:
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for times, data, times_syn, data_syn in plots:
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self.dataPlot.plotWidget.getPlotItem().plot(times, data,
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pen=self.dataPlot.pen_linecolor)
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if len(data_syn) > 0:
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self.dataPlot.plotWidget.getPlotItem().plot(times_syn, data_syn,
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pen=self.dataPlot.pen_linecolor_syn)
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self.dataPlot.reinitMoveProxy()
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self.dataPlot.plotWidget.showAxis('left')
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self.dataPlot.plotWidget.showAxis('bottom')
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@ -1866,6 +1891,7 @@ class MainWindow(QMainWindow):
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comp = self.getComponent()
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title = 'section: {0} components'.format(zne_text[comp])
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wfst = self.get_data().getWFData()
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wfsyn = self.get_data().getSynWFData()
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if self.filterActionP.isChecked() and filter:
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self.filterWaveformData(plot=False, phase='P')
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elif self.filterActionS.isChecked() and filter:
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@ -1874,8 +1900,12 @@ class MainWindow(QMainWindow):
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# wfst += self.get_data().getWFData().select(component=alter_comp)
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plotWidget = self.getPlotWidget()
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self.adjustPlotHeight()
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plots = plotWidget.plotWFData(wfdata=wfst, title=title, mapping=False, component=comp,
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nth_sample=int(nth_sample))
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if real_Bool(settings.value('large_dataset')) == True:
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self.plot_method = 'fast'
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else:
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self.plot_method = 'normal'
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plots = plotWidget.plotWFData(wfdata=wfst, wfsyn=wfsyn, title=title, mapping=False, component=comp,
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nth_sample=int(nth_sample), method=self.plot_method)
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return plots
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def adjustPlotHeight(self):
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@ -2787,6 +2817,16 @@ class MainWindow(QMainWindow):
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event.addNotes(notes)
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self.fill_eventbox()
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def set_background_color(items, color):
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for item in items:
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item.setBackground(color)
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def set_foreground_color(items, color):
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for item in items:
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item.setForeground(color)
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current_event = self.get_current_event()
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# generate delete icon
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del_icon = QIcon()
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del_icon.addPixmap(QPixmap(':/icons/delete.png'))
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@ -2850,9 +2890,6 @@ class MainWindow(QMainWindow):
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item_test = QtGui.QTableWidgetItem()
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item_notes = QtGui.QTableWidgetItem()
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# manipulate items
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item_ref.setBackground(self._ref_test_colors['ref'])
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item_test.setBackground(self._ref_test_colors['test'])
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item_path.setText(event.path)
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if hasattr(event, 'origins'):
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if event.origins:
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@ -2891,6 +2928,16 @@ class MainWindow(QMainWindow):
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item_nmp, item_nap, item_ref, item_test, item_notes]
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self.project._table.append(column)
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if index%2:
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set_background_color(column, QtGui.QColor(*(245, 245, 245, 255)))
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if event == current_event:
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set_foreground_color(column, QtGui.QColor(*(0, 143, 143, 255)))
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# manipulate items
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item_ref.setBackground(self._ref_test_colors['ref'])
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item_test.setBackground(self._ref_test_colors['test'])
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for r_index, row in enumerate(self.project._table):
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for c_index, item in enumerate(row):
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if type(item) == QtGui.QTableWidgetItem:
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@ -3149,6 +3196,10 @@ class MainWindow(QMainWindow):
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def draw(self):
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self.fill_eventbox()
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self.getPlotWidget().draw()
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if self.plot_method == 'fast':
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self.dataPlot.setPermText('MIN/MAX plot', color='red')
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else:
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self.dataPlot.setPermText()
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def _setDirty(self):
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self.setDirty(True)
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@ -368,7 +368,7 @@ class Data(object):
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data.filter(**kwargs)
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self.dirty = True
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def setWFData(self, fnames, checkRotated=False, metadata=None):
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def setWFData(self, fnames, checkRotated=False, metadata=None, obspy_dmt=False):
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"""
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Clear current waveform data and set given waveform data
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:param fnames: waveform data names to append
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@ -376,8 +376,22 @@ class Data(object):
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"""
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self.wfdata = Stream()
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self.wforiginal = None
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if fnames is not None:
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self.appendWFData(fnames)
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self.wfsyn = Stream()
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wffnames = None
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wffnames_syn = None
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wfdir = 'processed' if 'processed' in [fname.split('/')[-1] for fname in fnames] else 'raw'
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if obspy_dmt:
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for fpath in fnames:
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if fpath.endswith(wfdir):
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wffnames = [os.path.join(fpath, fname) for fname in os.listdir(fpath)]
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if 'syngine' in fpath.split('/')[-1]:
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wffnames_syn = [os.path.join(fpath, fname) for fname in os.listdir(fpath)]
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else:
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wffnames = fnames
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if wffnames is not None:
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self.appendWFData(wffnames)
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if wffnames_syn is not None:
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self.appendWFData(wffnames_syn, synthetic=True)
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else:
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return False
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@ -399,8 +413,7 @@ class Data(object):
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return True
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def appendWFData(self, fnames):
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def appendWFData(self, fnames, synthetic=False):
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"""
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Read waveform data from fnames and append it to current wf data
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:param fnames: waveform data to append
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@ -413,13 +426,16 @@ class Data(object):
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if self.dirty:
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self.resetWFData()
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real_or_syn_data = {True: self.wfsyn,
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False: self.wfdata}
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warnmsg = ''
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for fname in fnames:
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try:
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self.wfdata += read(fname)
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real_or_syn_data[synthetic] += read(fname)
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except TypeError:
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try:
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self.wfdata += read(fname, format='GSE2')
|
||||
real_or_syn_data[synthetic] += read(fname, format='GSE2')
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except Exception as e:
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warnmsg += '{0}\n{1}\n'.format(fname, e)
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except SacIOError as se:
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@ -434,6 +450,9 @@ class Data(object):
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def getOriginalWFData(self):
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return self.wforiginal
|
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def getSynWFData(self):
|
||||
return self.wfsyn
|
||||
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||||
def resetWFData(self):
|
||||
"""
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Set waveform data to original waveform data
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|
@ -192,7 +192,7 @@ def read_metadata(path_to_inventory):
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robj = inv[invtype]
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else:
|
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print("Reading metadata information from inventory-xml file ...")
|
||||
robj = inv[invtype]
|
||||
robj = read_inventory(inv[invtype])
|
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return invtype, robj
|
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|
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|
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|
28
pylot/core/util/obspyDMT_interface.py
Normal file
28
pylot/core/util/obspyDMT_interface.py
Normal file
@ -0,0 +1,28 @@
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#!/usr/bin/env python
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||||
# -*- coding: utf-8 -*-
|
||||
|
||||
import os
|
||||
from obspy import UTCDateTime
|
||||
|
||||
def check_obspydmt_structure(path):
|
||||
'''
|
||||
Check path for obspyDMT event structure.
|
||||
:param path:
|
||||
:return:
|
||||
'''
|
||||
ev_info = os.path.join(path, 'EVENTS-INFO')
|
||||
if os.path.isdir(ev_info):
|
||||
if os.path.isfile(os.path.join(ev_info, 'logger_command.txt')):
|
||||
return True
|
||||
return False
|
||||
|
||||
def check_obspydmt_eventfolder(folder):
|
||||
try:
|
||||
time = folder.split('.')[0]
|
||||
time = time.replace('_', 'T')
|
||||
time = UTCDateTime(time)
|
||||
return True, time
|
||||
except Exception as e:
|
||||
return False, e
|
||||
|
||||
check_obspydmt_eventfolder('20110311_054623.a')
|
@ -9,4 +9,4 @@ Created on Wed Jan 26 17:47:25 2015
|
||||
from pylot.core.io.data import SeiscompDataStructure, PilotDataStructure
|
||||
|
||||
DATASTRUCTURE = {'PILOT': PilotDataStructure, 'SeisComP': SeiscompDataStructure,
|
||||
None: None}
|
||||
'obspyDMT': None, None: None}
|
||||
|
@ -6,6 +6,7 @@ import os
|
||||
import platform
|
||||
import re
|
||||
import subprocess
|
||||
import warnings
|
||||
|
||||
import numpy as np
|
||||
from obspy import UTCDateTime, read
|
||||
@ -13,6 +14,8 @@ from obspy.core import AttribDict
|
||||
from obspy.signal.rotate import rotate2zne
|
||||
from obspy.io.xseed.utils import SEEDParserException
|
||||
|
||||
from pylot.core.util.obspyDMT_interface import check_obspydmt_eventfolder
|
||||
|
||||
from pylot.core.io.inputs import PylotParameter, FilterOptions
|
||||
from pylot.styles import style_settings
|
||||
|
||||
@ -451,7 +454,8 @@ def getLogin():
|
||||
:return: login ID
|
||||
:rtype: str
|
||||
"""
|
||||
return os.getlogin()
|
||||
import getpass
|
||||
return getpass.getuser()
|
||||
|
||||
|
||||
def getOwner(fn):
|
||||
@ -589,7 +593,7 @@ def prepTimeAxis(stime, trace, verbosity=0):
|
||||
srate = trace.stats.sampling_rate
|
||||
tincr = trace.stats.delta
|
||||
etime = stime + nsamp / srate
|
||||
time_ax = np.arange(stime, etime, tincr)
|
||||
time_ax = np.linspace(stime, etime, nsamp)
|
||||
if len(time_ax) < nsamp:
|
||||
if verbosity:
|
||||
print('elongate time axes by one datum')
|
||||
@ -1216,6 +1220,46 @@ def has_spe(pick):
|
||||
return pick['spe']
|
||||
|
||||
|
||||
def check_all_obspy(eventlist):
|
||||
ev_type = 'obspydmt'
|
||||
return check_event_folders(eventlist, ev_type)
|
||||
|
||||
|
||||
def check_all_pylot(eventlist):
|
||||
ev_type = 'pylot'
|
||||
return check_event_folders(eventlist, ev_type)
|
||||
|
||||
|
||||
def check_event_folders(eventlist, ev_type):
|
||||
checklist = []
|
||||
clean_eventlist = []
|
||||
for path in eventlist:
|
||||
folder_check = check_event_folder(path)
|
||||
if not folder_check:
|
||||
warnings.warn('Unrecognized event folder: {}'.format(path))
|
||||
continue
|
||||
checklist.append(folder_check == ev_type)
|
||||
clean_eventlist.append(path)
|
||||
if all(checklist) or len(checklist) == 0:
|
||||
return clean_eventlist
|
||||
else:
|
||||
warnings.warn('Not all selected folders of type {}'.format(ev_type))
|
||||
return []
|
||||
|
||||
|
||||
def check_event_folder(path):
|
||||
ev_type = None
|
||||
folder = path.split('/')[-1]
|
||||
# for pylot: select only folders that start with 'e', containin two dots and have length 12
|
||||
if (folder.startswith('e')
|
||||
and len(folder.split('.')) == 3
|
||||
and len(folder) == 12):
|
||||
ev_type = 'pylot'
|
||||
elif check_obspydmt_eventfolder(folder)[0]:
|
||||
ev_type = 'obspydmt'
|
||||
return ev_type
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import doctest
|
||||
|
||||
|
@ -25,6 +25,7 @@ except ImportError:
|
||||
from matplotlib.backends.backend_qt4agg import NavigationToolbar2QT
|
||||
from matplotlib.widgets import MultiCursor
|
||||
from matplotlib.tight_layout import get_renderer, get_subplotspec_list, get_tight_layout_figure
|
||||
from scipy.signal import argrelmin, argrelmax
|
||||
|
||||
from PySide import QtCore, QtGui
|
||||
from PySide.QtGui import QAction, QApplication, QCheckBox, QComboBox, \
|
||||
@ -34,7 +35,7 @@ from PySide.QtGui import QAction, QApplication, QCheckBox, QComboBox, \
|
||||
QPushButton, QFileDialog, QInputDialog, QKeySequence
|
||||
from PySide.QtCore import QSettings, Qt, QUrl, Signal, Slot
|
||||
from PySide.QtWebKit import QWebView
|
||||
from obspy import Stream, UTCDateTime
|
||||
from obspy import Stream, Trace, UTCDateTime
|
||||
from obspy.core.util import AttribDict
|
||||
from obspy.taup import TauPyModel
|
||||
from obspy.taup.utils import get_phase_names
|
||||
@ -448,20 +449,25 @@ class WaveformWidgetPG(QtGui.QWidget):
|
||||
self.plotdict = dict()
|
||||
# create plot
|
||||
self.main_layout = QtGui.QVBoxLayout()
|
||||
self.label = QtGui.QLabel()
|
||||
self.label_layout = QtGui.QHBoxLayout()
|
||||
self.status_label = QtGui.QLabel()
|
||||
self.perm_label = QtGui.QLabel()
|
||||
self.setLayout(self.main_layout)
|
||||
self.plotWidget = self.pg.PlotWidget(self.parent(), title=title)
|
||||
self.main_layout.addWidget(self.plotWidget)
|
||||
self.main_layout.addWidget(self.label)
|
||||
self.main_layout.addLayout(self.label_layout)
|
||||
self.label_layout.addWidget(self.status_label)
|
||||
self.label_layout.addWidget(self.perm_label)
|
||||
self.plotWidget.showGrid(x=False, y=True, alpha=0.3)
|
||||
self.plotWidget.hideAxis('bottom')
|
||||
self.plotWidget.hideAxis('left')
|
||||
self.wfstart, self.wfend = 0, 0
|
||||
self.pen_multicursor = self.pg.mkPen(self.parent()._style['multicursor']['rgba'])
|
||||
self.pen_linecolor = self.pg.mkPen(self.parent()._style['linecolor']['rgba'])
|
||||
self.pen_linecolor_syn = self.pg.mkPen((100, 0, 255, 255))
|
||||
self.reinitMoveProxy()
|
||||
self._proxy = self.pg.SignalProxy(self.plotWidget.scene().sigMouseMoved, rateLimit=60, slot=self.mouseMoved)
|
||||
self.plotWidget.getPlotItem().setDownsampling(auto=True)
|
||||
#self.plotWidget.getPlotItem().setDownsampling(auto=True)
|
||||
|
||||
def reinitMoveProxy(self):
|
||||
self.vLine = self.pg.InfiniteLine(angle=90, movable=False, pen=self.pen_multicursor)
|
||||
@ -479,22 +485,27 @@ class WaveformWidgetPG(QtGui.QWidget):
|
||||
station = self.orig_parent.getStationName(wfID)
|
||||
abstime = self.wfstart + x
|
||||
if self.orig_parent.get_current_event():
|
||||
self.label.setText("station = {}, T = {}, t = {} [s]".format(station, abstime, x))
|
||||
self.status_label.setText("station = {}, T = {}, t = {} [s]".format(station, abstime, x))
|
||||
self.vLine.setPos(mousePoint.x())
|
||||
self.hLine.setPos(mousePoint.y())
|
||||
|
||||
def getPlotDict(self):
|
||||
return self.plotdict
|
||||
|
||||
def setPermText(self, text=None, color='black'):
|
||||
self.perm_label.setText(text)
|
||||
self.perm_label.setStyleSheet('color: {}'.format(color))
|
||||
|
||||
def setPlotDict(self, key, value):
|
||||
self.plotdict[key] = value
|
||||
|
||||
def clearPlotDict(self):
|
||||
self.plotdict = dict()
|
||||
|
||||
def plotWFData(self, wfdata, title=None, zoomx=None, zoomy=None,
|
||||
def plotWFData(self, wfdata, wfsyn=None, title=None, zoomx=None, zoomy=None,
|
||||
noiselevel=None, scaleddata=False, mapping=True,
|
||||
component='*', nth_sample=1, iniPick=None, verbosity=0):
|
||||
component='*', nth_sample=1, iniPick=None, verbosity=0,
|
||||
method='normal'):
|
||||
if not wfdata:
|
||||
print('Nothing to plot.')
|
||||
return
|
||||
@ -537,7 +548,10 @@ class WaveformWidgetPG(QtGui.QWidget):
|
||||
for n, (network, station, channel) in enumerate(nsc):
|
||||
n+=1
|
||||
st = st_select.select(network=network, station=station, channel=channel)
|
||||
trace = st[0]
|
||||
trace = st[0].copy()
|
||||
st_syn = wfsyn.select(network=network, station=station, channel=channel)
|
||||
if st_syn:
|
||||
trace_syn = st_syn[0].copy()
|
||||
if mapping:
|
||||
comp = channel[-1]
|
||||
n = compclass.getPlotPosition(str(comp))
|
||||
@ -549,13 +563,28 @@ class WaveformWidgetPG(QtGui.QWidget):
|
||||
print(msg)
|
||||
stime = trace.stats.starttime - self.wfstart
|
||||
time_ax = prepTimeAxis(stime, trace)
|
||||
if time_ax is not None:
|
||||
if st_syn:
|
||||
stime_syn = trace_syn.stats.starttime - self.wfstart
|
||||
time_ax_syn = prepTimeAxis(stime_syn, trace_syn)
|
||||
|
||||
if method == 'fast':
|
||||
trace.data, time_ax = self.minMax(trace, time_ax)
|
||||
|
||||
if time_ax not in [None, []]:
|
||||
if not scaleddata:
|
||||
trace.detrend('constant')
|
||||
trace.normalize(np.max(np.abs(trace.data)) * 2)
|
||||
times = [time for index, time in enumerate(time_ax) if not index % nth_sample]
|
||||
data = [datum + n for index, datum in enumerate(trace.data) if not index % nth_sample]
|
||||
plots.append((times, data))
|
||||
if st_syn:
|
||||
trace_syn.detrend('constant')
|
||||
trace_syn.normalize(np.max(np.abs(trace_syn.data)) * 2)
|
||||
# TODO: change this to numpy operations instead of lists?
|
||||
times = np.array([time for index, time in enumerate(time_ax) if not index % nth_sample])
|
||||
times_syn = np.array([time for index, time in enumerate(time_ax_syn) if not index % nth_sample] if st_syn else [])
|
||||
trace.data = np.array([datum + n for index, datum in enumerate(trace.data) if not index % nth_sample])
|
||||
trace.data_syn = np.array([datum + n for index, datum in enumerate(trace.data_syn)
|
||||
if not index % nth_sample] if st_syn else [])
|
||||
plots.append((times, trace.data,
|
||||
times_syn, trace.data_syn))
|
||||
self.setPlotDict(n, (station, channel, network))
|
||||
self.xlabel = 'seconds since {0}'.format(self.wfstart)
|
||||
self.ylabel = ''
|
||||
@ -563,6 +592,41 @@ class WaveformWidgetPG(QtGui.QWidget):
|
||||
self.setYLims([0.5, nmax + 0.5])
|
||||
return plots
|
||||
|
||||
def minMax(self, trace, time_ax):
|
||||
'''
|
||||
create min/max array for fast plotting (approach based on obspy __plot_min_max function)
|
||||
:returns data, time_ax
|
||||
'''
|
||||
npixel = self.width()
|
||||
ndata = len(trace.data)
|
||||
pts_per_pixel = ndata/npixel
|
||||
if pts_per_pixel < 2:
|
||||
return trace.data, time_ax
|
||||
remaining_samples = ndata%pts_per_pixel
|
||||
npixel = ndata//pts_per_pixel
|
||||
if remaining_samples:
|
||||
data = trace.data[:-remaining_samples]
|
||||
else:
|
||||
data = trace.data
|
||||
data = data.reshape(npixel, pts_per_pixel)
|
||||
min_ = data.min(axis=1)
|
||||
max_ = data.max(axis=1)
|
||||
if remaining_samples:
|
||||
extreme_values = np.empty((npixel + 1, 2), dtype=np.float)
|
||||
extreme_values[:-1, 0] = min_
|
||||
extreme_values[:-1, 1] = max_
|
||||
extreme_values[-1, 0] = \
|
||||
trace.data[-remaining_samples:].min()
|
||||
extreme_values[-1, 1] = \
|
||||
trace.data[-remaining_samples:].max()
|
||||
else:
|
||||
extreme_values = np.empty((npixel, 2), dtype=np.float)
|
||||
extreme_values[:, 0] = min_
|
||||
extreme_values[:, 1] = max_
|
||||
data = extreme_values.flatten()
|
||||
time_ax = np.linspace(time_ax[0], time_ax[-1], num=len(data))
|
||||
return data, time_ax
|
||||
|
||||
# def getAxes(self):
|
||||
# return self.axes
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user