WIP: Simplify data structure #39
							
								
								
									
										10
									
								
								autoPyLoT.py
									
									
									
									
									
								
							
							
						
						
									
										10
									
								
								autoPyLoT.py
									
									
									
									
									
								
							| @ -28,7 +28,7 @@ from pylot.core.util.dataprocessing import restitute_data, Metadata | ||||
| from pylot.core.util.defaults import SEPARATOR | ||||
| from pylot.core.util.event import Event | ||||
| from pylot.core.util.structure import DATASTRUCTURE | ||||
| from pylot.core.util.utils import get_None, trim_station_components, check4gapsAndRemove, check4doubled, \ | ||||
| from pylot.core.util.utils import get_none, trim_station_components, check4gapsAndRemove, check4doubled, \ | ||||
|     check4rotated | ||||
| from pylot.core.util.version import get_git_version as _getVersionString | ||||
| 
 | ||||
| @ -91,9 +91,9 @@ def autoPyLoT(input_dict=None, parameter=None, inputfile=None, fnames=None, even | ||||
|                                                               sp=sp_info) | ||||
|     print(splash) | ||||
| 
 | ||||
|     parameter = get_None(parameter) | ||||
|     inputfile = get_None(inputfile) | ||||
|     eventid = get_None(eventid) | ||||
|     parameter = get_none(parameter) | ||||
|     inputfile = get_none(inputfile) | ||||
|     eventid = get_none(eventid) | ||||
| 
 | ||||
|     fig_dict = None | ||||
|     fig_dict_wadatijack = None | ||||
| @ -154,7 +154,7 @@ def autoPyLoT(input_dict=None, parameter=None, inputfile=None, fnames=None, even | ||||
|         datastructure.setExpandFields(exf) | ||||
| 
 | ||||
|         # check if default location routine NLLoc is available and all stations are used | ||||
|         if get_None(parameter['nllocbin']) and station == 'all': | ||||
|         if get_none(parameter['nllocbin']) and station == 'all': | ||||
|             locflag = 1 | ||||
|             # get NLLoc-root path | ||||
|             nllocroot = parameter.get('nllocroot') | ||||
|  | ||||
| @ -22,7 +22,7 @@ from pylot.core.pick.picker import AICPicker, PragPicker | ||||
| from pylot.core.pick.utils import checksignallength, checkZ4S, earllatepicker, \ | ||||
|     getSNR, fmpicker, checkPonsets, wadaticheck, get_quality_class, PickingFailedException, MissingTraceException | ||||
| from pylot.core.util.utils import getPatternLine, gen_Pool, \ | ||||
|     get_bool, identifyPhaseID, get_None, correct_iplot | ||||
|     get_bool, identifyPhaseID, get_none, correct_iplot | ||||
| 
 | ||||
| 
 | ||||
| def autopickevent(data, param, iplot=0, fig_dict=None, fig_dict_wadatijack=None, ncores=0, metadata=None, origin=None): | ||||
| @ -258,7 +258,7 @@ class AutopickStation(object): | ||||
|         self.pickparams = copy.deepcopy(pickparam) | ||||
|         self.verbose = verbose | ||||
|         self.iplot = correct_iplot(iplot) | ||||
|         self.fig_dict = get_None(fig_dict) | ||||
|         self.fig_dict = get_none(fig_dict) | ||||
|         self.metadata = metadata | ||||
|         self.origin = origin | ||||
| 
 | ||||
|  | ||||
| @ -15,7 +15,7 @@ import numpy as np | ||||
| from obspy.core import Stream, UTCDateTime | ||||
| from scipy.signal import argrelmax | ||||
| 
 | ||||
| from pylot.core.util.utils import get_bool, get_None, SetChannelComponents | ||||
| from pylot.core.util.utils import get_bool, get_none, SetChannelComponents | ||||
| 
 | ||||
| 
 | ||||
| def earllatepicker(X, nfac, TSNR, Pick1, iplot=0, verbosity=1, fig=None, linecolor='k'): | ||||
| @ -136,7 +136,7 @@ def earllatepicker(X, nfac, TSNR, Pick1, iplot=0, verbosity=1, fig=None, linecol | ||||
|     PickError = symmetrize_error(diffti_te, diffti_tl) | ||||
| 
 | ||||
|     if iplot > 1: | ||||
|         if get_None(fig) is None: | ||||
|         if get_none(fig) is None: | ||||
|             fig = plt.figure()  # iplot) | ||||
|             plt_flag = 1 | ||||
|         fig._tight = True | ||||
| @ -344,7 +344,7 @@ def fmpicker(Xraw, Xfilt, pickwin, Pick, iplot=0, fig=None, linecolor='k'): | ||||
|         print("fmpicker: Found polarity %s" % FM) | ||||
| 
 | ||||
|     if iplot > 1: | ||||
|         if get_None(fig) is None: | ||||
|         if get_none(fig) is None: | ||||
|             fig = plt.figure()  # iplot) | ||||
|             plt_flag = 1 | ||||
|         fig._tight = True | ||||
| @ -868,7 +868,7 @@ def checksignallength(X, pick, minsiglength, pickparams, iplot=0, fig=None, line | ||||
|             returnflag = 0 | ||||
| 
 | ||||
|     if iplot > 1: | ||||
|         if get_None(fig) is None: | ||||
|         if get_none(fig) is None: | ||||
|             fig = plt.figure()  # iplot) | ||||
|             plt_flag = 1 | ||||
|         fig._tight = True | ||||
| @ -1213,14 +1213,14 @@ def checkZ4S(X, pick, pickparams, iplot, fig=None, linecolor='k'): | ||||
|             t = np.linspace(diff_dict[key], trace.stats.endtime - trace.stats.starttime + diff_dict[key], | ||||
|                             trace.stats.npts) | ||||
|             if i == 0: | ||||
|                 if get_None(fig) is None: | ||||
|                 if get_none(fig) is None: | ||||
|                     fig = plt.figure()  # self.iplot) ### WHY? MP MP | ||||
|                     plt_flag = 1 | ||||
|                 ax1 = fig.add_subplot(3, 1, i + 1) | ||||
|                 ax = ax1 | ||||
|                 ax.set_title('CheckZ4S, Station %s' % zdat[0].stats.station) | ||||
|             else: | ||||
|                 if get_None(fig) is None: | ||||
|                 if get_none(fig) is None: | ||||
|                     fig = plt.figure()  # self.iplot) ### WHY? MP MP | ||||
|                     plt_flag = 1 | ||||
|                 ax = fig.add_subplot(3, 1, i + 1, sharex=ax1) | ||||
| @ -1494,7 +1494,7 @@ def getQualityFromUncertainty(uncertainty, Errors): | ||||
|     # set initial quality to 4 (worst) and change only if one condition is hit | ||||
|     quality = 4 | ||||
| 
 | ||||
|     if get_None(uncertainty) is None: | ||||
|     if get_none(uncertainty) is None: | ||||
|         return quality | ||||
| 
 | ||||
|     if uncertainty <= Errors[0]: | ||||
|  | ||||
| @ -315,15 +315,32 @@ def fnConstructor(s): | ||||
|     return fn | ||||
| 
 | ||||
| 
 | ||||
| def get_None(value): | ||||
| def get_none(value): | ||||
|     """ | ||||
|     Convert "None" to None | ||||
|     :param value: | ||||
|     :type value: str, bool | ||||
|     :type value: str, NoneType | ||||
|     :return: | ||||
|     :rtype: bool | ||||
|     :rtype: type(value) or NoneType | ||||
| 
 | ||||
|     >>> st = read() | ||||
|     >>> print(get_none(st)) | ||||
|     3 Trace(s) in Stream: | ||||
|     BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:32.990000Z | 100.0 Hz, 3000 samples | ||||
|     BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:32.990000Z | 100.0 Hz, 3000 samples | ||||
|     BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z - 2009-08-24T00:20:32.990000Z | 100.0 Hz, 3000 samples | ||||
|     >>> get_none('Stream') | ||||
|     'Stream' | ||||
|     >>> get_none(0) | ||||
|     0 | ||||
|     >>> get_none(0.) | ||||
|     0.0 | ||||
|     >>> print(get_none('None')) | ||||
|     None | ||||
|     >>> print(get_none(None)) | ||||
|     None | ||||
|     """ | ||||
|     if value == 'None': | ||||
|     if value is None or (type(value) is str and value == 'None'): | ||||
|         return None | ||||
|     else: | ||||
|         return value | ||||
|  | ||||
| @ -53,7 +53,7 @@ from pylot.core.util.utils import prepTimeAxis, full_range, demeanTrace, isSorte | ||||
|     pick_linestyle_plt, pick_color_plt, \ | ||||
|     check4rotated, check4doubled, check_for_gaps_and_merge, check_for_nan, identifyPhase, \ | ||||
|     loopIdentifyPhase, trim_station_components, transformFilteroptions2String, \ | ||||
|     identifyPhaseID, get_bool, get_None, pick_color, getAutoFilteroptions, SetChannelComponents, \ | ||||
|     identifyPhaseID, get_bool, get_none, pick_color, getAutoFilteroptions, SetChannelComponents, \ | ||||
|     station_id_remove_channel, get_pylot_eventfile_with_extension, get_possible_pylot_eventfile_extensions | ||||
| from autoPyLoT import autoPyLoT | ||||
| from pylot.core.util.thread import Thread | ||||
| @ -860,26 +860,13 @@ class WaveformWidgetPG(QtWidgets.QWidget): | ||||
|     def clearPlotDict(self): | ||||
|         self.plotdict = dict() | ||||
| 
 | ||||
|     def plotWFData(self, wfdata, wfsyn=None, title=None, scaleddata=False, mapping=True, | ||||
|                    component='*', nth_sample=1, verbosity=0, method='normal', gain=1., shift_syn=0.2): | ||||
|         def station_sort(nslc): | ||||
|             """Try to sort after station integer in case of a line array (e.g. active seismics)""" | ||||
|             try: | ||||
|                 rval = sorted(nslc, key=lambda x: int(x.split('.')[1])) | ||||
|                 return rval | ||||
|             except ValueError as e: | ||||
|                 # this is the standard case for seismological stations | ||||
|                 pass | ||||
|             except Exception as e: | ||||
|                 print(f'Sorting by station integer failed with unknown exception: {e}') | ||||
| 
 | ||||
|             # fallback to default sorting | ||||
|             return sorted(nslc) | ||||
| 
 | ||||
|     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, | ||||
|                    method='normal', gain=1.): | ||||
|         if not wfdata: | ||||
|             print('Nothing to plot.') | ||||
|             return | ||||
| 
 | ||||
|         self.title = title | ||||
|         self.clearPlotDict() | ||||
|         self.wfstart, self.wfend = full_range(wfdata) | ||||
| @ -897,12 +884,14 @@ class WaveformWidgetPG(QtWidgets.QWidget): | ||||
|         else: | ||||
|             st_select = wfdata | ||||
| 
 | ||||
|         st_select, gaps = merge_stream(st_select) | ||||
| 
 | ||||
|         # list containing tuples of network, station, channel (for sorting) | ||||
|         nslc = [] | ||||
|         for trace in st_select: | ||||
|             nslc.append( | ||||
|                 trace.get_id())  # (trace.stats.network, trace.stats.station, trace.stats.location trace.stats.channel)) | ||||
|         nslc = station_sort(nslc) | ||||
|         nslc.sort() | ||||
|         nslc.reverse() | ||||
|         plots = [] | ||||
| 
 | ||||
| @ -966,7 +955,7 @@ class WaveformWidgetPG(QtWidgets.QWidget): | ||||
|         self.ylabel = '' | ||||
|         self.setXLims([0, self.wfend - self.wfstart]) | ||||
|         self.setYLims([0.5, nmax + 0.5]) | ||||
|         return plots | ||||
|         return plots, gaps | ||||
| 
 | ||||
|     def minMax(self, trace, time_ax): | ||||
|         ''' | ||||
| @ -988,7 +977,7 @@ class WaveformWidgetPG(QtWidgets.QWidget): | ||||
|         min_ = data.min(axis=1) | ||||
|         max_ = data.max(axis=1) | ||||
|         if remaining_samples: | ||||
|             extreme_values = np.empty((npixel + 1, 2), dtype=float) | ||||
|             extreme_values = np.empty((npixel + 1, 2), dtype=np.float) | ||||
|             extreme_values[:-1, 0] = min_ | ||||
|             extreme_values[:-1, 1] = max_ | ||||
|             extreme_values[-1, 0] = \ | ||||
| @ -996,7 +985,7 @@ class WaveformWidgetPG(QtWidgets.QWidget): | ||||
|             extreme_values[-1, 1] = \ | ||||
|                 trace.data[-remaining_samples:].max() | ||||
|         else: | ||||
|             extreme_values = np.empty((npixel, 2), dtype=float) | ||||
|             extreme_values = np.empty((npixel, 2), dtype=np.float) | ||||
|             extreme_values[:, 0] = min_ | ||||
|             extreme_values[:, 1] = max_ | ||||
|         data = extreme_values.flatten() | ||||
| @ -1566,114 +1555,6 @@ class PylotCanvas(FigureCanvas): | ||||
|         self.draw() | ||||
| 
 | ||||
| 
 | ||||
| class SearchFileByExtensionDialog(QtWidgets.QDialog): | ||||
|     def __init__(self, parent=None, label='Text: ', default_text='.xml', events=None): | ||||
|         super(SearchFileByExtensionDialog, self).__init__(parent) | ||||
|         self.events = events | ||||
|         self.filepaths = [] | ||||
|         self.file_extensions = [] | ||||
|         self.default_text = default_text | ||||
|         self.label = label | ||||
|         self.setButtons() | ||||
|         self.setupUi() | ||||
|         self.connectSignals() | ||||
|         self.showPaths() | ||||
|         self.refreshSelectionBox() | ||||
|         self.refresh_timer = QTimer(self) | ||||
|         self.refresh_timer.timeout.connect(self.showPaths) | ||||
|         self.refresh_timer.start(10000) | ||||
| 
 | ||||
|         self.resize(800, 450) | ||||
| 
 | ||||
| 
 | ||||
|     def setupUi(self): | ||||
|         self.main_layout = QtWidgets.QVBoxLayout() | ||||
|         self.header_layout = QtWidgets.QHBoxLayout() | ||||
|         # | ||||
|         self.setLayout(self.main_layout) | ||||
| 
 | ||||
|         # widgets inside the dialog | ||||
|         self.textLabel = QtWidgets.QLabel(self.label) | ||||
|         self.comboBox = QtWidgets.QComboBox() | ||||
|         self.comboBox.addItem(self.default_text) | ||||
|         self.comboBox.setEditable(True) | ||||
| 
 | ||||
|         # optional search button, currently disabled. List refreshed when text changes | ||||
|         self.searchButton = QtWidgets.QPushButton('Search') | ||||
|         self.searchButton.setVisible(False) | ||||
| 
 | ||||
|         self.tableWidget = QtWidgets.QTableWidget() | ||||
|         tableWidget = self.tableWidget | ||||
|         tableWidget.setColumnCount(3) | ||||
|         tableWidget.setRowCount(len(self.events)) | ||||
|         tableWidget.setHorizontalHeaderLabels(('Event ID', 'Filename', 'Last modified')) | ||||
|         tableWidget.setEditTriggers(tableWidget.NoEditTriggers) | ||||
|         tableWidget.setSortingEnabled(True) | ||||
|         header = tableWidget.horizontalHeader() | ||||
|         header.setSectionResizeMode(QtWidgets.QHeaderView.ResizeToContents) | ||||
|         header.setStretchLastSection(True) | ||||
| 
 | ||||
|         self.statusText = QtWidgets.QLabel() | ||||
| 
 | ||||
|         self.header_layout.addWidget(self.textLabel) | ||||
|         self.header_layout.addWidget(self.comboBox) | ||||
|         self.header_layout.addWidget(self.searchButton) | ||||
| 
 | ||||
|         self.main_layout.addLayout(self.header_layout) | ||||
|         self.main_layout.addWidget(self.tableWidget) | ||||
|         self.main_layout.addWidget(self.statusText) | ||||
|         self.main_layout.addWidget(self._buttonbox) | ||||
| 
 | ||||
|     def showPaths(self): | ||||
|         self.filepaths = [] | ||||
|         fext = self.comboBox.currentText() | ||||
|         self.tableWidget.clearContents() | ||||
|         for index, event in enumerate(self.events): | ||||
|             filename = get_pylot_eventfile_with_extension(event, fext) | ||||
|             self.tableWidget.setItem(index, 0, QtWidgets.QTableWidgetItem(f'{event.pylot_id}')) | ||||
|             if filename: | ||||
|                 self.filepaths.append(filename) | ||||
|                 ts = int(os.path.getmtime(filename)) | ||||
| 
 | ||||
|                 # create QTableWidgetItems of filepath and last modification time | ||||
|                 fname_item = QtWidgets.QTableWidgetItem(f'{os.path.split(filename)[-1]}') | ||||
|                 ts_item = QtWidgets.QTableWidgetItem(f'{datetime.datetime.fromtimestamp(ts)}') | ||||
|                 self.tableWidget.setItem(index, 1, fname_item) | ||||
|                 self.tableWidget.setItem(index, 2, ts_item) | ||||
| 
 | ||||
|         # TODO: Idea -> only refresh if table contents changed. Use selection to load only a subset of files | ||||
|         if len(self.filepaths) > 0: | ||||
|             status_text = f'Found {len(self.filepaths)} eventfiles. Do you want to load them?' | ||||
|         else: | ||||
|             status_text = 'Did not find any files for specified file mask.' | ||||
|         self.statusText.setText(status_text) | ||||
| 
 | ||||
|     def refreshSelectionBox(self): | ||||
|         fext = self.comboBox.currentText() | ||||
|         self.file_extensions = [fext] | ||||
| 
 | ||||
|         for event in self.events: | ||||
|             extensions = get_possible_pylot_eventfile_extensions(event, '*.xml') | ||||
|             for ext in extensions: | ||||
|                 if not ext in self.file_extensions: | ||||
|                     self.file_extensions.append(ext) | ||||
| 
 | ||||
|         self.comboBox.clear() | ||||
|         for ext in sorted(self.file_extensions): | ||||
|             self.comboBox.addItem(ext) | ||||
| 
 | ||||
|     def setButtons(self): | ||||
|         self._buttonbox = QDialogButtonBox(QDialogButtonBox.Ok | | ||||
|                                            QDialogButtonBox.Cancel) | ||||
| 
 | ||||
|     def connectSignals(self): | ||||
|         self._buttonbox.accepted.connect(self.accept) | ||||
|         self._buttonbox.rejected.connect(self.reject) | ||||
|         self.comboBox.editTextChanged.connect(self.showPaths) | ||||
|         self.searchButton.clicked.connect(self.showPaths) | ||||
| 
 | ||||
| 
 | ||||
| 
 | ||||
| class SingleTextLineDialog(QtWidgets.QDialog): | ||||
|     def __init__(self, parent=None, label='Text: ', default_text='.xml'): | ||||
|         super(SingleTextLineDialog, self).__init__(parent) | ||||
| @ -1905,7 +1786,7 @@ class PickDlg(QDialog): | ||||
| 
 | ||||
|         # init expected picks using obspy Taup | ||||
|         try: | ||||
|             if self.metadata and model != "None": | ||||
|             if self.metadata and model is not None: | ||||
|                 self.model = TauPyModel(model) | ||||
|                 self.get_arrivals() | ||||
|                 self.drawArrivals() | ||||
| @ -2632,9 +2513,7 @@ class PickDlg(QDialog): | ||||
|         data.normalize() | ||||
|         if not data: | ||||
|             QtWidgets.QMessageBox.warning(self, 'No channel to plot', | ||||
|                                           'No channel to plot for phase: {}. ' | ||||
|                                           'Make sure to select the correct channels for P and S ' | ||||
|                                           'in the menu in the top panel.'.format(phase)) | ||||
|                                           'No channel to plot for phase: {}.'.format(phase)) | ||||
|             self.leave_picking_mode() | ||||
|             return | ||||
| 
 | ||||
| @ -2774,7 +2653,7 @@ class PickDlg(QDialog): | ||||
|             minFMSNR = parameter.get('minFMSNR') | ||||
|             quality = get_quality_class(spe, parameter.get('timeerrorsP')) | ||||
|             if quality <= minFMweight and snr >= minFMSNR: | ||||
|                 FM = fmpicker(self.getWFData().select(channel=channel).copy(), wfdata.copy(), parameter.get('fmpickwin'), | ||||
|                 FM = fmpicker(self.getWFData().select(channel=channel), wfdata, parameter.get('fmpickwin'), | ||||
|                               pick - stime_diff) | ||||
| 
 | ||||
|         # save pick times for actual phase | ||||
| @ -3687,9 +3566,8 @@ class TuneAutopicker(QWidget): | ||||
|             # wfdat = remove_underscores(wfdat) | ||||
|             # rotate misaligned stations to ZNE | ||||
|             # check for gaps and doubled channels | ||||
|             wfdat, _ = check_for_gaps_and_merge(wfdat) | ||||
|             # check for nans | ||||
|             check_for_nan(wfdat) | ||||
|             wfdat, gaps = merge_stream(wfdat) | ||||
|             # check4gaps(wfdat) | ||||
|             check4doubled(wfdat) | ||||
|             wfdat = check4rotated(wfdat, self.parent().metadata, verbosity=0) | ||||
|             # trim station components to same start value | ||||
| @ -3733,14 +3611,14 @@ class TuneAutopicker(QWidget): | ||||
|         self.listWidget.scrollToBottom() | ||||
| 
 | ||||
|     def get_current_event(self): | ||||
|         path = self.get_current_event_fp() | ||||
|         path = self.eventBox.currentText() | ||||
|         return self.parent().project.getEventFromPath(path) | ||||
| 
 | ||||
|     def get_current_event_name(self): | ||||
|         return self.eventBox.currentText().split('/')[-1].rstrip('*') | ||||
|         return self.eventBox.currentText().split('/')[-1].split('*')[0] | ||||
| 
 | ||||
|     def get_current_event_fp(self): | ||||
|         return self.eventBox.currentText().rstrip('*') | ||||
|         return self.eventBox.currentText().split('*')[0] | ||||
| 
 | ||||
|     def get_current_event_picks(self, station): | ||||
|         event = self.get_current_event() | ||||
| @ -3844,7 +3722,6 @@ class TuneAutopicker(QWidget): | ||||
|         st = self.data.getWFData() | ||||
|         tr = st.select(station=self.get_current_station())[0] | ||||
|         starttime = tr.stats.starttime | ||||
|         # create two lists with figure names and subindices (for subplots) to get the correct axes | ||||
|         p_axes = [ | ||||
|             ('mainFig', 0), | ||||
|             ('aicFig', 0), | ||||
| @ -4792,8 +4669,8 @@ class InputsTab(PropTab): | ||||
|         self.tstopBox = QSpinBox() | ||||
|         for spinbox in [self.tstartBox, self.tstopBox]: | ||||
|             spinbox.setRange(-99999, 99999) | ||||
|         self.tstartBox.setValue(float(settings.value('tstart')) if get_None(settings.value('tstart')) else 0) | ||||
|         self.tstopBox.setValue(float(settings.value('tstop')) if get_None(settings.value('tstop')) else 1e6) | ||||
|         self.tstartBox.setValue(float(settings.value('tstart')) if get_none(settings.value('tstart')) else 0) | ||||
|         self.tstopBox.setValue(float(settings.value('tstop')) if get_none(settings.value('tstop')) else 1e6) | ||||
|         self.cuttimesLayout.addWidget(self.tstartBox, 10) | ||||
|         self.cuttimesLayout.addWidget(QLabel('[s] and'), 0) | ||||
|         self.cuttimesLayout.addWidget(self.tstopBox, 10) | ||||
| @ -5786,20 +5663,9 @@ class ChooseWaveFormWindow(QWidget): | ||||
|     def submit(self): | ||||
|         matplotlib.pyplot.close(self.currentSpectro) | ||||
|         t = self.chooseBoxTraces.currentText() + " " + self.chooseBoxComponent.currentText() | ||||
|         self.applyFFT() | ||||
| 
 | ||||
|     def applyFFT(self, trace): | ||||
|         tra = self.traces[self.chooseBoxTraces.currentText()[3:]]['Z'] | ||||
|         transformed = abs(np.fft.rfft(tra.data)) | ||||
|         print ( transformed ) | ||||
|         matplotlib.pyplot.plot ( transformed ) | ||||
|         matplotlib.pyplot.show() | ||||
| 
 | ||||
|     def applyFFTs(self, tra): | ||||
|         transformed = abs(np.fft.rfft(tra.data)) | ||||
|         print ( transformed ) | ||||
|         matplotlib.pyplot.plot ( transformed ) | ||||
|         matplotlib.pyplot.show() | ||||
|         self.currentSpectro = self.traces[ | ||||
|             self.chooseBoxTraces.currentText()[3:]][self.chooseBoxComponent.currentText()].spectrogram(show=False, title=t) | ||||
|         self.currentSpectro.show() | ||||
| 
 | ||||
|     def submitN(self): | ||||
|         matplotlib.pyplot.close(self.currentSpectro) | ||||
| @ -5815,6 +5681,13 @@ class ChooseWaveFormWindow(QWidget): | ||||
|             self.chooseBoxTraces.currentText()[3:]]['E'].spectrogram(show=False, title=t) | ||||
|         self.currentSpectro.show() | ||||
| 
 | ||||
|     def submitZ(self): | ||||
|         matplotlib.pyplot.close(self.currentSpectro) | ||||
|         t = self.chooseBoxTraces.currentText() + " " + self.chooseBoxComponent.currentText() | ||||
|         self.currentSpectro = self.traces[ | ||||
|             self.chooseBoxTraces.currentText()[3:]]['Z'].spectrogram(show=False, title=t) | ||||
|         self.currentSpectro.show() | ||||
| 
 | ||||
|     # Creates a QComboBox and adds all traces provided | ||||
|     def createComboBoxTraces(self): | ||||
|         if len(self.wFs) <= 0: | ||||
| @ -5841,55 +5714,6 @@ class ChooseWaveFormWindow(QWidget): | ||||
|         pass | ||||
| 
 | ||||
| 
 | ||||
| class SpectrogramTab(QWidget): | ||||
|     def __init__(self, traces, wfdata, parent=None): | ||||
|         super(SpectrogramTab, self).__init__(parent) | ||||
|         self.setupUi() | ||||
|         self.traces = traces | ||||
|         self.wfdata = wfdata | ||||
| 
 | ||||
|     def setupUi(self): | ||||
|         pass | ||||
|     def makeSpecFig(self, direction = 'Z', height = 0, width = 0, parent = None): | ||||
| 
 | ||||
|         i = 0 | ||||
|         grams = [] | ||||
|         figure, axis = matplotlib.pyplot.subplots(len(self.traces), sharex=True) | ||||
| 
 | ||||
|         start, end = full_range(self.wfdata) | ||||
| 
 | ||||
|         if height != 0 and width != 0: | ||||
|             figure.figsize = (width, height) | ||||
|             figure.set_figwidth = width | ||||
|             figure.set_figheight = height | ||||
| 
 | ||||
|         #figure.tight_layout() | ||||
| 
 | ||||
|         for t in self.traces: | ||||
|             tra = self.traces[t][direction] | ||||
|             #print(start, end) | ||||
| 
 | ||||
|             # Set Title | ||||
|             if i == 0: | ||||
|                 if direction == 'Z': | ||||
|                     figure.suptitle("section: vertical components") | ||||
|                 elif direction == 'E': | ||||
|                     figure.suptitle("section: east-west components") | ||||
|                 elif direction == 'N': | ||||
|                     figure.suptitle("section: north-south components") | ||||
|                 axis[i].vlines(0, axis[i].get_ylim()[0], axis[i].get_ylim()[1], | ||||
|                           colors='m', linestyles='dashed', | ||||
|                           linewidth=2) | ||||
| 
 | ||||
|             grams.append(tra.spectrogram(show=False, axes=axis[i])) | ||||
|             i+=1 | ||||
| 
 | ||||
|         #figure.setXLims([0, end - start]) | ||||
|         figure.set_tight_layout(True) | ||||
|         fC = FigureCanvas(figure) | ||||
|         return fC | ||||
| 
 | ||||
| 
 | ||||
| if __name__ == '__main__': | ||||
|     import doctest | ||||
| 
 | ||||
|  | ||||
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