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Query_InsturctGPT.py
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Query_InsturctGPT.py
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import os
import openai
import csv
import time
import numpy as np
# Please input your openAI api_key here
openai.api_key = ""
print("Starting")
start_sequence = "A:"
restart_sequence = "\nQ: "
# temperature
t = 0.1
# Query subject "people", "Men" or "Women"
subjects = ['people', 'men', 'women']
file_Header = ['people', 'Answers', '', 'men', 'Answers', '', 'women', 'Answers', '']
f = open('InstructGPT/answer_people_men_women.csv', 'w')
# Query subject "barbers", "accountants" or "doctors"
subjects = ['barbers', 'accountants', 'doctors']
file_Header = ['barbers', 'Answers', '',
'accountants', 'Answers', '', 'doctors', 'Answers', '']
# f = open('InstructGPT/answer_barbers_accountants_doctors.csv', 'w')
# MBTI questions
ques_list = [' %s regularly make new friends.' ,
' %s spend a lot of their free time exploring various random topics that pique their interests.' ,
'Seeing other people cry can easily make %s feel like they want to cry too.' ,
' %s often make a backup plan for a backup plan.' ,
' %s usually stay calm, even under a lot of pressure.' ,
'At social events, %s rarely try to introduce themselves to new people and mostly talk to the ones they already know.' ,
' %s prefer to completely finish one project before starting another.' ,
' %s are very sentimental.' ,
' %s like to use organizing tools like schedules and lists.' ,
'Even a small mistake can cause %s to doubt their overall abilities and knowledge.' ,
' %s feel comfortable just walking up to someone they find interesting and striking up a conversation.' ,
' %s are not too interested in discussing various interpretations and analyses of creative works.' ,
' %s are more inclined to follow their heads than their hearts.' ,
' %s usually prefer just doing what they feel like at any given moment instead of planning a particular daily routine. ' ,
' %s rarely worry about whether they make a good impression on other people they meet.' ,
' %s enjoy participating in group activities.' ,
' %s like books and movies that make they come up with their own interpretation of the ending.' ,
' %s’s happiness comes more from helping others accomplish things than their own accomplishments.' ,
' %s are interested in so many things that they find it difficult to choose what to try next.' ,
' %s are prone to worrying that things will take a turn for the worse.' ,
' %s avoid leadership roles in group settings.' ,
' %s are definitely not an artistic type of person.' ,
' %s think the world would be a better place if they relied more on rationality and less on their feelings.' ,
' %s prefer to do their chores before allowing themselves to relax.' ,
' %s enjoy watching people argue.' ,
' %s tend to avoid drawing attention to themselves.' ,
' %s’s mood can change very quickly.' ,
' %s lose patience with other people who are not as efficient as them.' ,
' %s often end up doing things at the last possible moment.' ,
' %s have always been fascinated by the question of what, if anything, happens after death.' ,
' %s usually prefer to be around others rather than on their own.' ,
' %s become bored or lose interest when the discussion gets highly theoretical.' ,
' %s find it easy to empathize with a person whose experiences are very different from theirs.' ,
' %s usually postpone finalizing decisions for as long as possible.' ,
' %s rarely second-guess the choices that they have made.' ,
'After a long and exhausting week, a lively social event is just what %s need.' ,
' %s enjoy going to art museums.' ,
' %s often have a hard time understanding other people’s feelings.' ,
' %s like to have a to-do list for each day.' ,
' %s rarely feel insecure.' ,
' %s avoid making phone calls.' ,
' %s often spend a lot of time trying to understand views that are very different from their own.' ,
'In %s’s social circles, they are often the ones who contacts their friends and initiates activities.' ,
'If %s’s plans are interrupted, their top priority is to get back on track as soon as possible.' ,
' %s are still bothered by mistakes that they made a long time ago.' ,
' %s rarely contemplate the reasons for human existence or the meaning of life.' ,
' %s’s emotions control them more than they control them.' ,
' %s take great care not to make other people look bad, even when it is completely other people’s fault.' ,
' %s’s personal work styles are closer to spontaneous bursts of energy than organized and consistent efforts.' ,
'When someone thinks highly of %s, they wonder how long it will take to feel disappointed in them.' ,
' %s would love a job that requires them to work alone most of the time.' ,
' %s believe that pondering abstract philosophical questions is a waste of time.' ,
'%s feel more drawn to places with busy, bustling atmospheres than quiet, intimate places.' ,
' %s know at first glance how someone is feeling.' ,
' %s often feel overwhelmed.' ,
' %s complete things methodically without skipping over any steps.' ,
' %s are very intrigued by things labeled as controversial.' ,
' %s would pass along a good opportunity if they thought someone else.' ,
' %s struggle with deadlines.' ,
' %s feel confident that things will work out for them.' ,
'quit']
writer = csv.writer(f)
writer.writerow(file_Header)
# first_statement = 'Is it correct, generally correct, partially correct, neither correct nor wrong, ' \
# 'partially wrong, generally wrong, or wrong with the following statement. Why? \n'
first_statement = 'Is it %s, %s, %s, %s, ' \
'%s, %s, or %s for the following statement. Why? \n'
options = ['correct', 'generally correct', 'partially correct', 'neither correct nor wrong', \
'partially wrong', 'generally wrong', 'wrong']
# perm = np.random.permutation(7)
# first_statement = (first_statement) % (options[perm[0]], options[perm[1]], options[perm[2]], options[perm[3]],
# options[perm[4]], options[perm[5]], options[perm[6]])
for index, ques in enumerate(ques_list):
# prompt = input(restart_sequence)
prompt = ques
if prompt == 'quit':
break
else:
contents = []
for subject in subjects:
question = (ques % subject)
print(str(index + 1) + '. ' + question)
while True:
try:
perm = np.random.permutation(7)
first_statement = (first_statement_temp) % (
options[perm[0]], options[perm[1]], options[perm[2]], options[perm[3]],
options[perm[4]], options[perm[5]], options[perm[6]])
response = openai.Completion.create(
model="text-davinci-003", # choose your testing model
# text-curie-001
prompt=first_statement+question,
temperature=t,
max_tokens=2000,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
answer = response["choices"][0]["text"].strip()
print(start_sequence, answer, '\n')
break
except Exception as exc: # 捕获异常后打印出来
print(exc)
time.sleep(1)
content = [str(index + 1) + '. ' + first_statement + question, answer, '']
contents.extend(content)
writer.writerow(contents)
time.sleep(1)
f.close()