91 lines
2.6 KiB
Python
91 lines
2.6 KiB
Python
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import nettime.query
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import nettime.format
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import nettime.plot
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class Report:
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query = None
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matrix = None
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def __init__(self, q=None):
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if not isinstance(q, nettime.query.Query):
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logging.error("HtmlFormat constructor Error: query must be of type nettime.query.Query")
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raise Exception()
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self.query = q
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'''
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(basic) stats
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'''
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def matrix_msgs_threads(self):
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if self.matrix is None:
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# nbr messages
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mat = self.query.activity_overall()
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# nbr threads
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mat['nbr-threads'] = self.query.threads_overall(aggregate='count')['nbr-threads']
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# nbr replies
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mat['nbr-replies'] = self.query.threads_overall(aggregate='sum')['nbr-references']
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# nbr non-replies (aka. non-threads)
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mat['nbr-single-messages'] = mat['nbr-messages'] - mat['nbr-replies'] - mat['nbr-threads']
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# avg. rep per message
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mat['avg-rep-per-msg'] = mat['nbr-replies'] / mat['nbr-messages']
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# avg. rep per thread
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mat['avg-rep-per-thrd'] = mat['nbr-replies'] / mat['nbr-threads']
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# same as:
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# mat['avg-rep-per-thrd'] = q.threads_overall(aggregate='mean')['nbr-references']
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self.matrix = mat
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return self.matrix
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'''
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plots
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'''
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def plot_nbr_msgs(self, title='Nbr. Messages', label='messages', color='mediumblue'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix['nbr-messages'].to_frame(label), title=title, color=color)
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def plot_nbr_threads(self, title='Nbr. Threads', label='threads', color='crimson'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix['nbr-threads'].to_frame(label), title=title, color=color)
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def plot_nbr_replies(self, title='Nbr. Replies in Threads', label='replies', color='dimgray'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix['nbr-replies'].to_frame(label), title=title, color=color)
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def plot_avg_rep_p_msg(self, title='Avg. Replies per Messages', label='replies-per-messasges', color='limegreen'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix['avg-rep-per-msg'].to_frame(label), title=title, color=color)
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def plot_avg_rep_p_thrd(self, title='Avg. Replies per Thread', label='replies-per-thread', color='blueviolet'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix['avg-rep-per-thrd'].to_frame(label), title=title, color=color)
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def plot_msgs_replies(self, title='Nbr. Messages segments (individual messages vs thread replies)'):
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self.matrix_msgs_threads()
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nettime.plot.bar_plot_series(self.matrix[['nbr-single-messages', 'nbr-threads', 'nbr-replies']], color=['mediumblue', 'red', 'dimgray'], title=title)
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