[new] histogram plot added; debugging in progress
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@ -140,6 +140,18 @@ class Comparison(object):
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plt.show()
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def get_array(self, phase, method):
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pdf_dict = self.comparison
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exp_array = list()
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for station, phases in pdf_dict.items():
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try:
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exp_array.append(phases[phase].expectation())
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except KeyError as e:
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print('{err_msg}; station = {station}, phase = {phase}'.format(
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err_msg=str(e), station=station, phase=phase))
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continue
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return exp_array
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def get_expectation_array(self, phase):
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pdf_dict = self.comparison
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exp_array = list()
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@ -17,11 +17,11 @@ except ImportError:
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from matplotlib.backends.backend_qt4agg import FigureCanvasQTAgg as FigureCanvas
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from matplotlib.backends.backend_qt4agg import NavigationToolbar2QT
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from matplotlib.widgets import MultiCursor
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from PySide.QtGui import QAction, QApplication, QComboBox, QDateTimeEdit, \
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QDialog, QDialogButtonBox, QDoubleSpinBox, QGroupBox, QGridLayout, \
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QIcon, QKeySequence, QLabel, QLineEdit, QMessageBox, QPixmap, QSpinBox, \
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QTabWidget, QToolBar, QVBoxLayout, QWidget, QPushButton, QFileDialog, \
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QInputDialog
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from PySide.QtGui import QAction, QApplication, QCheckBox, QComboBox, \
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QDateTimeEdit, QDialog, QDialogButtonBox, QDoubleSpinBox, QGroupBox, \
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QGridLayout, QIcon, QKeySequence, QLabel, QLineEdit, QMessageBox, \
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QPixmap, QSpinBox, QTabWidget, QToolBar, QVBoxLayout, QWidget, \
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QPushButton, QFileDialog, QInputDialog
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from PySide.QtCore import QSettings, Qt, QUrl, Signal, Slot
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from PySide.QtWebKit import QWebView
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from obspy import Stream, UTCDateTime
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@ -71,7 +71,8 @@ class ComparisonDialog(QDialog):
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self._stats = c.stations
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self._canvas = PlotWidget(self)
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self._widgets = dict(stationsComboBox=None,
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phasesComboBox=None)
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phasesComboBox=None,
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histCheckBox=None)
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self._phases = 'PS'
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self._plotprops = dict(station=self.stations[0], phase=self.phases[0])
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super(ComparisonDialog, self).__init__(parent)
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@ -97,9 +98,15 @@ class ComparisonDialog(QDialog):
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_phases_combobox.currentIndexChanged.connect(self.prepareplot)
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self.widgets = _phases_combobox
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_hist_checkbox = QCheckBox('Show histograms', self)
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_hist_checkbox.setObjectName('histCheckBox')
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_hist_checkbox.stateChanged.connect(self.plothist)
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self.widgets = _hist_checkbox
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_toolbar = QToolBar(self)
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_toolbar.addWidget(_stats_combobox)
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_toolbar.addWidget(_phases_combobox)
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_toolbar.addWidget(_hist_checkbox)
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_buttonbox = QDialogButtonBox(QDialogButtonBox.Close)
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@ -170,7 +177,7 @@ class ComparisonDialog(QDialog):
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@widgets.setter
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def widgets(self, widget):
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name = widget.objectName
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name = widget.objectName()
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if name in self.widgets.keys():
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self._widgets[name] = widget
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@ -218,7 +225,12 @@ class ComparisonDialog(QDialog):
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self.canvas.draw()
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def plothist(self):
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self.canvas = PlotWidget(self)
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name = self.sender().objectName()
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if self.widgets[name].isChecked():
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for wname, widget in self.widgets.items():
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if wname != name:
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self.widgets[wname].setEnabled(False)
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self.canvas.figure.clf()
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_axPstd, _axPexp = self.canvas.figure.add_subplot(221), self.canvas.figure.add_subplot(223)
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_axSstd, _axSexp = self.canvas.figure.add_subplot(222), self.canvas.figure.add_subplot(224)
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axes_dict = dict(P=dict(std=_axPstd, exp=_axPexp),
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@ -230,17 +242,18 @@ class ComparisonDialog(QDialog):
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exp = self.data.get_expectation_array(phase)
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eps_exp = 0.05 * (max(exp) - min(exp))
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expxlims = [min(exp) - eps_exp, max(exp) + eps_exp]
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axes_dict[phase][std].hist(std, range=stdxlims, bins=20, normed=False)
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axes_dict[phase][exp].hist(std, range=expxlims, bins=20, normed=False)
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axes_dict[phase]['std'].hist(std, range=stdxlims, bins=20, normed=False)
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axes_dict[phase]['exp'].hist(exp, range=expxlims, bins=20,
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normed=False)
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std_annotation = "Distribution curve for {phase} differences'\n" \
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"standard deviations (all stations)\n" \
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"number of samples: {nsamples}".format(phase=phase, nsamples=len(std))
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_anno_std = axes_dict[phase][std].annotate(std_annotation, xy=(.05, .8), xycoords='axes fraction')
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_anno_std = axes_dict[phase]['std'].annotate(std_annotation, xy=(.05, .8), xycoords='axes fraction')
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_anno_std.set_bbox(bbox_props)
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exp_annotation = "Distribution curve for {phase} differences'\n" \
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"expectations (all stations)\n" \
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"number of samples: {nsamples}".format(phase=phase, nsamples=len(exp))
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_anno_exp = axes_dict[phase][exp].annotate(exp_annotation, xy=(.05, .8), xycoords='axes fraction')
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_anno_exp = axes_dict[phase]['exp'].annotate(exp_annotation, xy=(.05, .8), xycoords='axes fraction')
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_anno_exp.set_bbox(bbox_props)
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axes_dict[phase]['exp'].set_xlabel('expectation [s]')
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axes_dict[phase]['std'].set_xlabel('standard deviation [s]')
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@ -249,6 +262,13 @@ class ComparisonDialog(QDialog):
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ax.set_ylabel('frequency [-]')
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self.canvas.draw()
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else:
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for wname, widget in self.widgets.items():
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if wname != name:
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self.widgets[wname].setEnabled(True)
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self.canvas.figure.clf()
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self.plotcomparison()
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class PlotWidget(FigureCanvas):
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def __init__(self, parent=None, xlabel='x', ylabel='y', title='Title'):
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