[edit] docstring added and returning the figure instead of showing the plot
additionally hide_labels is now defined only once before going into the loop
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@ -269,6 +269,13 @@ class PDFDictionary(object):
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return pdf_picks
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return pdf_picks
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def plot(self, stations=None):
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def plot(self, stations=None):
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'''
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plots the all probability density function for either desired STATIONS
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or all available date
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:param stations: list of stations to be plotted
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:type stations: list
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:return: matplotlib figure object containing the plot
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'''
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assert stations is not None or not isinstance(stations, list), \
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assert stations is not None or not isinstance(stations, list), \
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'parameter stations should be a list not {0}'.format(type(stations))
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'parameter stations should be a list not {0}'.format(type(stations))
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if not stations:
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if not stations:
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@ -279,12 +286,12 @@ class PDFDictionary(object):
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istations = range(nstations)
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istations = range(nstations)
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fig, axarr = plt.subplots(nstations, 2, sharex='col', sharey='row')
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fig, axarr = plt.subplots(nstations, 2, sharex='col', sharey='row')
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hide_labels = True
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for n in istations:
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for n in istations:
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station = stations[n]
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station = stations[n]
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pdfs = self.pdf_data[station]
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pdfs = self.pdf_data[station]
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for l, phase in enumerate(pdfs.keys()):
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for l, phase in enumerate(pdfs.keys()):
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hide_labels = True
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try:
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try:
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axarr[n, l].plot(pdfs[phase].axis, pdfs[phase].data)
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axarr[n, l].plot(pdfs[phase].axis, pdfs[phase].data)
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if n is 0:
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if n is 0:
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@ -314,4 +321,4 @@ class PDFDictionary(object):
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plt.setp([a.get_yticklabels() for a in axarr[:, 1]], visible=False)
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plt.setp([a.get_yticklabels() for a in axarr[:, 1]], visible=False)
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plt.setp([a.get_yticklabels() for a in axarr[:, 0]], visible=False)
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plt.setp([a.get_yticklabels() for a in axarr[:, 0]], visible=False)
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plt.show()
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return fig
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