def display_emails_for_social(self, evt):
w = evt.widget
cluster_id = w.curselection()[
0] #assumes nth row in listbox corresponds to nth topic!
print 'Displaying emails for social cluster %i' % cluster_id
#Sort emails into their top 3 topics
e_x_c = sp.io.loadmat('./model_results/social_result_raw.mat').get(
'decomposition_email')
e_x_sorted_cluster = di.assign_emails(e_x_c, 3)
self.cur_cluster_emails = []
#Find email indice that belong in selected topic
for i in range(len(e_x_sorted_cluster)):
if cluster_id in e_x_sorted_cluster[i]:
self.cur_cluster_emails.append(i)
#Display email filenames in listbox
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
email_subjects = []
for mail_idx in self.cur_cluster_emails:
email_subjects.append(tag_dicts[mail_idx]['From'].strip() +
' -- ' +
tag_dicts[mail_idx]['Subject'].strip())
self.listbox.delete(0, END)
for subj in email_subjects:
self.listbox.insert(END, subj)
def display_emails_for_topic(self, evt):
w = evt.widget
topic_id = w.curselection()[
0] #assumes nth row in listbox corresponds to nth topic!
print 'Displaying emails for topic %i' % topic_id
#Sort emails into their top 3 topics
ext = pe.load_email_x_topic(
'./model_results/round3_LDA_email_x_topic_FULL_14453.npy', 14453)
e_x_sorted_topic = di.assign_emails(ext, 3)
self.cur_topic_emails = []
#Find email indice that belong in selected topic
for i in range(len(e_x_sorted_topic)):
if topic_id in e_x_sorted_topic[i]:
self.cur_topic_emails.append(i)
#Display email filenames in listbox
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
email_subjects = []
for mail_idx in self.cur_topic_emails:
email_subjects.append(tag_dicts[mail_idx]['From'].strip() +
' -- ' +
tag_dicts[mail_idx]['Subject'].strip())
self.listbox.delete(0, END)
for subj in email_subjects:
self.listbox.insert(END, subj)
def display_emails_for_social(self, evt):
w = evt.widget
cluster_id = w.curselection()[0] #assumes nth row in listbox corresponds to nth topic!
print 'Displaying emails for social cluster %i' % cluster_id
#Sort emails into their top 3 topics
e_x_c = sp.io.loadmat('./model_results/social_result_raw.mat').get('decomposition_email')
e_x_sorted_cluster = di.assign_emails(e_x_c, 3)
self.cur_cluster_emails = []
#Find email indice that belong in selected topic
for i in range(len(e_x_sorted_cluster)):
if cluster_id in e_x_sorted_cluster[i]:
self.cur_cluster_emails.append(i)
#Display email filenames in listbox
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
email_subjects = []
for mail_idx in self.cur_cluster_emails:
email_subjects.append( tag_dicts[mail_idx]['From'].strip() + ' -- ' + tag_dicts[mail_idx]['Subject'].strip() )
self.listbox.delete(0,END)
for subj in email_subjects:
self.listbox.insert(END, subj)
def display_emails_for_topic(self, evt):
w = evt.widget
topic_id = w.curselection()[0] #assumes nth row in listbox corresponds to nth topic!
print 'Displaying emails for topic %i' % topic_id
#Sort emails into their top 3 topics
ext = pe.load_email_x_topic('./model_results/round3_LDA_email_x_topic_FULL_14453.npy', 14453)
e_x_sorted_topic = di.assign_emails(ext, 3)
self.cur_topic_emails = []
#Find email indice that belong in selected topic
for i in range(len(e_x_sorted_topic)):
if topic_id in e_x_sorted_topic[i]:
self.cur_topic_emails.append(i)
#Display email filenames in listbox
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
email_subjects = []
for mail_idx in self.cur_topic_emails:
email_subjects.append( tag_dicts[mail_idx]['From'].strip() + ' -- ' + tag_dicts[mail_idx]['Subject'].strip() )
self.listbox.delete(0,END)
for subj in email_subjects:
self.listbox.insert(END, subj)
def fetch_email(self, evt):
if self.view_is_category:
return
w = evt.widget
#load tags for all mails
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
self.emailText.delete(1.0,END)
try:
if self.category_is_social:
self.emailText.insert(1.0, open('./sarahs_inbox/parsed/msnbc/txt/' + tag_dicts[self.cur_cluster_emails[w.curselection()[0]]]['filename']).read())
else:
self.emailText.insert(1.0, open('./sarahs_inbox/parsed/msnbc/txt/' + tag_dicts[self.cur_topic_emails[w.curselection()[0]]]['filename']).read())
except:
print 'Error displaying email (probably none loaded or bad filename)'
def fetch_email(self, evt):
if self.view_is_category:
return
w = evt.widget
#load tags for all mails
tag_dicts = pe.load_tags('./data/round3_full_tags.csv')
self.emailText.delete(1.0, END)
try:
if self.category_is_social:
self.emailText.insert(
1.0,
open('./sarahs_inbox/parsed/msnbc/txt/' +
tag_dicts[self.cur_cluster_emails[
w.curselection()[0]]]['filename']).read())
else:
self.emailText.insert(
1.0,
open('./sarahs_inbox/parsed/msnbc/txt/' +
tag_dicts[self.cur_topic_emails[
w.curselection()[0]]]['filename']).read())
except:
print 'Error displaying email (probably none loaded or bad filename)'
