[update] improved array map, point size showing pick error class now
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@ -13,29 +13,36 @@ from mpl_toolkits.basemap import Basemap
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from scipy.interpolate import griddata
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from pylot.core.util.widgets import PickDlg, PylotCanvas
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from pylot.core.pick.utils import get_quality_class
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plt.interactive(False)
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class Array_map(QtGui.QWidget):
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def __init__(self, parent, metadata, figure=None, pointsize=30., linewidth=1.5, width=5e6, height=2e6):
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def __init__(self, parent, metadata, parameter=None, figure=None, annotate=True, pointsize=25.,
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linewidth=1.5, width=5e6, height=2e6):
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'''
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Create a map of the array.
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:param parent: PyLoT Mainwindow class
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:param parent: object of PyLoT Mainwindow class
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:param parameter: object of PyLoT parameter class
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:param figure:
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'''
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QtGui.QWidget.__init__(self)
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assert (parameter != None or parent != None), 'either parent or parameter has to be set'
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self._parent = parent
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self.metadata = metadata
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self.pointsize = pointsize
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self.linewidth = linewidth
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self.width = width
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self.height = height
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self.annotate = annotate
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self.picks = None
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self.picks_dict = None
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self.uncertainties = None
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self.autopicks_dict = None
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self.hybrids_dict = None
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self.eventLoc = None
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self.parameter = parameter if parameter else parent._inputs
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self.figure = figure
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self.picks_rel = {}
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self.marked_stations = []
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@ -142,7 +149,7 @@ class Array_map(QtGui.QWidget):
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if not data:
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self._warn('No data for station {}'.format(station))
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return
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pickDlg = PickDlg(self._parent, parameter=self._parent._inputs,
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pickDlg = PickDlg(self._parent, parameter=self.parameter,
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data=data, network=network, station=station,
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picks=self._parent.get_current_event().getPick(station),
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autopicks=self._parent.get_current_event().getAutopick(station),
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@ -178,6 +185,7 @@ class Array_map(QtGui.QWidget):
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self.comboBox_phase.currentIndexChanged.connect(self._refresh_drawings)
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self.comboBox_am.currentIndexChanged.connect(self._refresh_drawings)
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self.cmaps_box.currentIndexChanged.connect(self._refresh_drawings)
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self.annotations_box.stateChanged.connect(self.switch_annotations)
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self.refresh_button.clicked.connect(self._refresh_drawings)
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self.canvas.mpl_connect('motion_notify_event', self.mouse_moved)
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# self.zoom_id = self.basemap.ax.figure.canvas.mpl_connect('scroll_event', self.zoom)
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@ -238,6 +246,8 @@ class Array_map(QtGui.QWidget):
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self.comboBox_am.insertItem(1, 'manual')
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self.comboBox_am.insertItem(2, 'auto')
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self.annotations_box = QtGui.QCheckBox('Annotate')
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self.annotations_box.setChecked(True)
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self.auto_refresh_box = QtGui.QCheckBox('Automatic refresh')
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self.auto_refresh_box.setChecked(True)
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self.refresh_button = QtGui.QPushButton('Refresh')
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@ -254,6 +264,7 @@ class Array_map(QtGui.QWidget):
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self.top_row.addWidget(self.comboBox_am)
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self.top_row.setStretch(3, 1) # set stretch of item 1 to 1
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self.top_row.addWidget(self.cmaps_box)
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self.top_row.addWidget(self.annotations_box)
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self.top_row.addWidget(self.auto_refresh_box)
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self.top_row.addWidget(self.refresh_button)
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@ -271,6 +282,7 @@ class Array_map(QtGui.QWidget):
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def get_picks(station_dict):
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self.update_hybrids_dict()
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picks = {}
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uncertainties = {}
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# selected phase
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phase = self.comboBox_phase.currentText()
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for st_id in station_dict.keys():
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@ -282,11 +294,12 @@ class Array_map(QtGui.QWidget):
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if not pick['spe']:
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continue
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picks[st_id] = pick['mpp']
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uncertainties[st_id] = pick['spe']
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except KeyError:
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continue
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except Exception as e:
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print('Cannot display pick for station {}. Reason: {}'.format(station_name, e))
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return picks
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return picks, uncertainties
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def get_picks_rel(picks):
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picks_rel = {}
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@ -302,7 +315,7 @@ class Array_map(QtGui.QWidget):
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picks_rel[st_id] = pick
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return picks_rel
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self.picks = get_picks(self.stations_dict)
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self.picks, self.uncertainties = get_picks(self.stations_dict)
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self.picks_rel = get_picks_rel(self.picks)
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def init_lat_lon_dimensions(self):
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@ -352,7 +365,7 @@ class Array_map(QtGui.QWidget):
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self.longrid, self.latgrid = np.meshgrid(lonaxis, lataxis)
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def init_picksgrid(self):
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picks, lats, lons = self.get_picks_lat_lon()
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picks, uncertainties, lats, lons = self.get_picks_lat_lon()
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try:
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self.picksgrid_active = griddata((lats, lons), picks, (self.latgrid, self.longrid),
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method='linear')
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@ -381,13 +394,15 @@ class Array_map(QtGui.QWidget):
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def get_picks_lat_lon(self):
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picks = []
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uncertainties = []
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latitudes = []
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longitudes = []
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for st_id, pick in self.picks_rel.items():
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picks.append(pick)
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uncertainties.append(self.uncertainties.get(st_id))
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latitudes.append(self.stations_dict[st_id]['latitude'])
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longitudes.append(self.stations_dict[st_id]['longitude'])
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return picks, latitudes, longitudes
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return picks, uncertainties, latitudes, longitudes
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def draw_contour_filled(self, nlevel='100'):
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# self.test_gradient()
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@ -440,8 +455,8 @@ class Array_map(QtGui.QWidget):
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def scatter_all_stations(self):
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stations, lats, lons = self.get_st_lat_lon_for_plot()
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self.sc = self.basemap.scatter(lons, lats, s=self.pointsize, facecolor='none', latlon=True,
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zorder=10, picker=True, edgecolor='m', label='Not Picked')
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self.sc = self.basemap.scatter(lons, lats, s=self.pointsize, facecolor='none', latlon=True, marker='.',
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zorder=10, picker=True, edgecolor='0.5', label='Not Picked')
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self.cid = self.canvas.mpl_connect('pick_event', self.onpick)
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self._station_onpick_ids = stations
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if self.eventLoc:
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@ -450,20 +465,25 @@ class Array_map(QtGui.QWidget):
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latlon=True, zorder=11, label='Event (might be outside map region)')
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def scatter_picked_stations(self):
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picks, lats, lons = self.get_picks_lat_lon()
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picks, uncertainties, lats, lons = self.get_picks_lat_lon()
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if len(lons) < 1 and len(lats) < 1:
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return
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phase = self.comboBox_phase.currentText()
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timeerrors = self.parameter['timeerrors{}'.format(phase)]
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sizes = np.array([self.pointsize * ((5. - get_quality_class(uncertainty, timeerrors)))
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for uncertainty in uncertainties])
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cmap = self.get_colormap()
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# workaround because of an issue with latlon transformation of arrays with len <3
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if len(lons) <= 2 and len(lats) <= 2:
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self.sc_picked = self.basemap.scatter(lons[0], lats[0], s=self.pointsize, edgecolors='white', cmap=cmap,
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self.sc_picked = self.basemap.scatter(lons[0], lats[0], s=sizes, edgecolors='white', cmap=cmap,
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c=picks[0], latlon=True, zorder=11)
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if len(lons) == 2 and len(lats) == 2:
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self.sc_picked = self.basemap.scatter(lons[1], lats[1], s=self.pointsize, edgecolors='white', cmap=cmap,
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self.sc_picked = self.basemap.scatter(lons[1], lats[1], s=sizes, edgecolors='white', cmap=cmap,
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c=picks[1], latlon=True, zorder=11)
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if len(lons) > 2 and len(lats) > 2:
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self.sc_picked = self.basemap.scatter(lons, lats, s=self.pointsize, edgecolors='white', cmap=cmap,
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self.sc_picked = self.basemap.scatter(lons, lats, s=sizes, edgecolors='white', cmap=cmap,
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c=picks, latlon=True, zorder=11, label='Picked')
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def annotate_ax(self):
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@ -512,6 +532,13 @@ class Array_map(QtGui.QWidget):
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self.init_colormap()
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self.draw_everything()
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def switch_annotations(self):
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if self.annotations_box.isChecked():
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self.annotate = True
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else:
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self.annotate = False
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self._refresh_drawings()
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def draw_everything(self):
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picktype = self.comboBox_am.currentText()
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picks_available = (self.picks_dict and picktype == 'manual') \
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@ -531,6 +558,7 @@ class Array_map(QtGui.QWidget):
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self.comboBox_phase.setEnabled(True)
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else:
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self.comboBox_phase.setEnabled(False)
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if self.annotate:
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self.annotate_ax()
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self.canvas.draw()
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@ -575,6 +603,7 @@ class Array_map(QtGui.QWidget):
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def remove_annotations(self):
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for annotation in self.annotations:
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annotation.remove()
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self.annotations = []
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def zoom(self, event):
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map = self.basemap
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@ -20,8 +20,8 @@ def main(project_file_path, manual=False, auto=True, file_format='png', f_ext=''
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#if not eventdir.endswith('20170908_044946.a'):
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# continue
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# MP MP ----
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kwargs = dict(event=event, nEvents=nEvents, index=index, manual=manual, auto=auto, file_format=file_format,
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f_ext=f_ext)
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kwargs = dict(project=project, event=event, nEvents=nEvents, index=index, manual=manual, auto=auto,
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file_format=file_format, f_ext=f_ext)
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input_list.append(kwargs)
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if ncores == 1:
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@ -51,7 +51,8 @@ def array_map_worker(input_dict):
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# create figure to plot on
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fig = plt.figure(figsize=(16,9))
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# create array map object
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map = Array_map(None, metadata, figure=fig, width=2.13e6, height=1.2e6, pointsize=15., linewidth=1.0)
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map = Array_map(None, metadata, parameter=input_dict['project'].parameter, figure=fig,
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width=2.13e6, height=1.2e6, pointsize=15., linewidth=1.0)
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# set combobox to auto/manual to plot correct pick type
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map.comboBox_am.setCurrentIndex(map.comboBox_am.findText(pick_type))
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# add picks to map and save file
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@ -62,6 +63,6 @@ def array_map_worker(input_dict):
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print('Wrote file: {}'.format(fpath_out))
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if __name__ == '__main__':
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#main('/home/marcel/pylot_m7_mantle_correlated.plp', f_ext='_0.5Hz')
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main('E:\Shared\AlpArray\\test_aa.plp', f_ext='_correlated_0.5Hz', ncores=1)
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main('/home/marcel/alparray_m6.0-6.4_mantle_correlated_v3.plp', f_ext='_correlated_0.5Hz', ncores=40)
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#main('E:\Shared\AlpArray\\test_aa.plp', f_ext='_correlated_0.5Hz', ncores=1)
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#main('/home/marcel/alparray_m6.5-6.9_mantle_correlated_v3.plp', f_ext='_correlated_0.5Hz')
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