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Added trinary method

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zhunhung
2019-11-09 10:38:41 +08:00
parent 98dabb3ff7
commit 9dc59441b4
1 changed files with 7 additions and 3 deletions
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sentistrength/__init__.py
+7 -3
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@@ -33,22 +33,26 @@ class PySentiStr:
df_text = df_text.str.replace('\n','') df_text = df_text.str.replace('\n','')
df_text = df_text.str.replace('\r','') df_text = df_text.str.replace('\r','')
conc_text = '\n'.join(df_text) conc_text = '\n'.join(df_text)
p = subprocess.Popen(shlex.split("java -jar '" + self.SentiStrengthLocation + "' stdin sentidata '" + self.SentiStrengthLanguageFolder + "'"),stdin=subprocess.PIPE,stdout=subprocess.PIPE,stderr=subprocess.PIPE) p = subprocess.Popen(shlex.split("java -jar '" + self.SentiStrengthLocation + "' stdin sentidata '" + self.SentiStrengthLanguageFolder + "' trinary"),stdin=subprocess.PIPE,stdout=subprocess.PIPE,stderr=subprocess.PIPE)
b = bytes(conc_text.replace(" ","+"), 'utf-8') b = bytes(conc_text.replace(" ","+"), 'utf-8')
stdout_byte, stderr_text = p.communicate(b) stdout_byte, stderr_text = p.communicate(b)
stdout_text = stdout_byte.decode("utf-8") stdout_text = stdout_byte.decode("utf-8")
stdout_text = stdout_text.rstrip().replace("\t"," ") stdout_text = stdout_text.rstrip().replace("\t"," ")
stdout_text = stdout_text.replace('\r\n','') stdout_text = stdout_text.replace('\r\n','')
senti_score = stdout_text.split(' ') senti_score = stdout_text.split(' ')
try: try:
senti_score = list(map(float, senti_score)) senti_score = list(map(float, senti_score))
except ValueError: except ValueError:
raise ValueError("SentiStrengthLanguageFolderPath is set as '{}'. Ensure it is correct and ends with a forward slash '/'".format( self.SentiStrengthLanguageFolder)) raise ValueError("SentiStrengthLanguageFolderPath is set as '{}'. Ensure it is correct and ends with a forward slash '/'".format( self.SentiStrengthLanguageFolder))
senti_score = [int(i) for i in senti_score] senti_score = [int(i) for i in senti_score]
if score == 'scale': if score == 'scale':
senti_score = [sum(senti_score[i:i+2])/4 for i in range(0, len(senti_score), 2)] senti_score = [sum(senti_score[i:i+2])/4 for i in range(0, len(senti_score), 3)]
elif score == 'binary': # Return Positive and Negative Score elif score == 'binary': # Return Positive and Negative Score
senti_score = [tuple(senti_score[i:i+2]) for i in range(0, len(senti_score), 2)] senti_score = [tuple(senti_score[i:i+2]) for i in range(0, len(senti_score), 3)]
elif score == 'trinary': # Return Positive and Negative Score and Neutral Score
senti_score = [tuple(senti_score[i:i+3]) for i in range(0, len(senti_score), 3)]
else: else:
return "Argument 'score' takes in either 'scale' (between -1 to 1) or 'binary' (two scores, positive and negative rating)" return "Argument 'score' takes in either 'scale' (between -1 to 1) or 'binary' (two scores, positive and negative rating)"
return senti_score return senti_score