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TSA.py
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TSA.py
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#!/usr/bin/env python
'''
Created on Mar 29, 2017
@author: Joseph
'''
import sys #for system stuff
#import time #for wait() fn
import io
from access import TwyAccess
import gui
import counties
import collections
from CleanAnalysis import (POS_tagging,StopWordsFilter,tagger,expandContractions)
from nltk.stem import WordNetLemmatizer #Multiple options
from nltk.corpus import wordnet
from ratings import csvd
#import csv
from logging import raiseExceptions
from PyQt5 import QtGui, QtWidgets
from PyQt5.QtCore import QThread, pyqtSignal, pyqtSlot, QObject, Qt
#from nltk.app.wordnet_app import lemma_property
class worker (QObject):
update_Label = pyqtSignal(str,'PyQt_PyObject','PyQt_PyObject')
def __init__(self, twya, lem, conv, Q = 'a OR e OR i OR o OR u',
radius= 5.02, unit='mi'):
QThread.__init__(self)
self.twya = twya
self.Q = Q
self.lem = lem
self.conv = conv
self.radius = radius
self.unit = unit
self.Vavg = 0
self.Aavg = 0
self.Davg = 0
self.i = 0
def _get_mood_per_county(self,GEO):
Vavg, Aavg, Davg, i = 0,0,0,0
results = self.twya.query(self.Q, GEO)
for result in results['statuses']:
tagged =(POS_tagging(StopWordsFilter(tagger(
expandContractions(result['text'].lower())))))
for tag in tagged:
tag[0] = (self.lem.lemmatize(tag[0][0], pos=self.conv(tag[0][1])))
if tag[0] in csvd:
V,A,D = csvd[tag[0]]
Vavg+=V
Aavg+=A
Davg+=D
i+=1
#print(i)
self.Vavg+=Vavg
self.Aavg+=Aavg
self.Davg+=Davg
self.i+=i
return Vavg/i,Aavg/i,Davg/i
def run(self):
while True:
for key in counties.od:
lat = counties.od[key][3]
long = counties.od[key][4]
GEO = str(lat)+','+str(long)+','+str(self.radius)+self.unit
moodVal = self._get_mood_per_county(GEO)
#print(moodVal[0])
self.update_Label.emit(counties.od[key][0],moodVal,
(self.Vavg/self.i,self.Aavg/self.i,self.Davg/self.i))
QThread.sleep(1)
class TSAprogram(QtWidgets.QMainWindow, gui.Ui_MainWindow):
twya = TwyAccess(2)
def __init__(self, twya, lem, conv, Q, radius, unit):
super(self.__class__, self).__init__()
self.Q = Q
self.lem = lem
self.conv = conv
self.radius = radius
self.unit = unit
self.setupUi(self)
self.thread = QThread()
self.w = worker(twya, lem, conv, Q, radius, unit)
self.w.update_Label.connect(self.setLabel)
self.w.moveToThread(self.thread)
self.thread.started.connect(self.w.run)
self.thread.start()
def keyPressEvent(self, event): #function to allow prog exit by ESC
key = event.key()
if key == Qt.Key_Escape:
#save file
sys.exit()
super(TSAprogram,self).keyPressEvent(event)
def moody(self,VAD,VAD_AVG):
#print('moody')
#return ":/Images/1f60c.relaxedsvg.png"
v,a,d=VAD
vc,ac,dc=VAD_AVG
if(v>=vc): #positive emotion (high valence)
if(a>=ac): #excited (high arousal)
if(d>=dc):
return ":/Images/1f601exuberant.png"
elif(d<dc): #"frequently seeks the sympathy, protection,love,advice,and reasuurance of other people
return ":/Images/1f605dependent.png"
elif(a<ac):
if(d>=dc):
return ":/Images/1f60c.relaxedsvg.png"
elif(d<dc):
return ":/Images/1f610docile.png"
elif(v<vc):
if(a>=ac):
if(d>=dc):
return ":/Images/1f621hostile.png"
elif(d<dc):
return ":/Images/1f616anxious.png"
elif(a<ac):
if(d>=dc):
return ":/Images/1f61edisdainful.png"
elif(d<dc):
return ":/Images/1f634bored.png"
return 'ERROR'
#@pyqtSlot(str,'PyQt_PyObject','PyQt_PyObject')
def setLabel(self, name, moodVal,avgVal):
for label in self.centralwidget.children():
#print(name)
#print(label.objectName())
if label.objectName()==name:
#print('made it inside')
new = self.moody(moodVal,avgVal)
#print(new)
#label.setPixmap(self.moody(moodVal,avgVal))
label.setPixmap(QtGui.QPixmap(new))
#print('success')
return
def conv(treebank_tag):
if treebank_tag.startswith('J'):
return wordnet.ADJ
elif treebank_tag.startswith('V'):
return wordnet.VERB
elif treebank_tag.startswith('N'):
return wordnet.NOUN
elif treebank_tag.startswith('R'):
return wordnet.ADV
elif treebank_tag.startswith('S'):
return wordnet.ADJ_SAT
else:
return wordnet.NOUN
def main():
twya = TwyAccess(2) #TwyAccess class init
lem = WordNetLemmatizer() #Lemmatizer class init
radius = 5.02 #avg radius of AR county
unit = 'mi' #unit of miles
Q = 'a OR e OR i OR o OR u'
#GEO = str(35.4406)+','+str(-93.0176)+','+str(radius)+unit
app = QtWidgets.QApplication(sys.argv)
form = TSAprogram(twya, lem, conv, Q, radius, unit)
form.showFullScreen()
app.exec_()
if __name__ == '__main__':
main()