Added dual and trinary
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@@ -8,9 +8,6 @@ from os import getcwd
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class PySentiStr:
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def __init__(self):
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pass
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# self.SentiStrengthLocation = os.path.join(getcwd(),"SentiStrength.jar")
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# self.SentiStrengthLanguageFolder = os.path.join(getcwd(),"SentiStrengthData/")
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def setSentiStrengthPath(self, ss_Path):
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self.SentiStrengthLocation = ss_Path
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@@ -40,19 +37,21 @@ class PySentiStr:
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stdout_text = stdout_text.rstrip().replace("\t"," ")
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stdout_text = stdout_text.replace('\r\n','')
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senti_score = stdout_text.split(' ')
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try:
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senti_score = list(map(float, senti_score))
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except ValueError:
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raise ValueError("SentiStrengthLanguageFolderPath is set as '{}'. Ensure it is correct and ends with a forward slash '/'".format( self.SentiStrengthLanguageFolder))
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senti_score = [int(i) for i in senti_score]
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if score == 'scale':
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if score == 'scale': # Returns from -1 to 1
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senti_score = [sum(senti_score[i:i+2])/4 for i in range(0, len(senti_score), 3)]
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elif score == 'binary': # Return Positive and Negative Score
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senti_score = [tuple(senti_score[i:i+2]) for i in range(0, len(senti_score), 3)]
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elif score == 'binary': # Return 1 if positive and -1 if negative
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senti_score = [1 if senti_score[i] >= abs(senti_score[i+1]) else -1 for i in range(0, len(senti_score), 3)]
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elif score == 'trinary': # Return Positive and Negative Score and Neutral Score
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senti_score = [tuple(senti_score[i:i+3]) for i in range(0, len(senti_score), 3)]
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elif score == 'dual': # Return Positive and Negative Score
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senti_score = [tuple(senti_score[i:i+2]) for i in range(0, len(senti_score), 3)]
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else:
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return "Argument 'score' takes in either 'scale' (between -1 to 1) or 'binary' (two scores, positive and negative rating)"
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return senti_score
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