File size: 3,090 Bytes
f1f2c2c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 | import re
def output_from_text(text):
#extract the number in the last line of text
try:
lines = text.strip().split("\n")
lines = list(filter(None, lines))
last_line = list(filter(None, lines[-1].split(" ")))
#last_line = [x.lower() for x in last_line]
answer = []
for x in last_line:
word = re.sub(r'[^a-zA-Z]', '', x.lower())
if word == 'blue' or word == 'green':
answer.append(word)
if answer != []:
return {
"OUTPUT": answer,
"ERROR": None
}
else:
return{
"OUTPUT": None,
"ERROR": 'Does not give answer in the correct format'
}
except Exception as e:
return {
"OUTPUT": None,
"ERROR": str(e)
}
"""import re
import json
import os
def output_from_text(response):
# Define a regular expression pattern to match 'Row Number: Color'
try:
pattern = r"ANSWER:\s*(.*)"
# Find all matches in the response
match = re.search(pattern, response)
if match:
row_colors = match.group(1).strip(" \n\t*").split(" ")
# strip whitespacce and stars from all elements in the list
row_colors = [color.strip("*") for color in row_colors]
# # Convert the matches into a dictionary
# row_colors = [color for row, color in matches]
return {
"OUTPUT":{
"Gold_output": row_colors,
"num_objects": len(row_colors)
},
"ERROR": None
}
else:
return {
"OUTPUT": None,
"ERROR": "Output not found"
}
except Exception as e:
return {
"OUTPUT": None,
"ERROR": str(e)
}
def gold_to_output(i):
gold_output = None
try:
#get directory of this file
dir_of_file = os.path.dirname(os.path.realpath(__file__))
#open the data file
with open(dir_of_file + "\data.json") as f:
data = json.load(f)
row = data[i]
gold_output = row['Gold_output']
output_prompt = "ANSWER: "
for i , col in enumerate(gold_output):
output_prompt += f"{col} "
except Exception as e:
return {
"OUTPUT": None,
"ERROR": str(e)
}
return {
"OUTPUT": output_prompt,
"ERROR": None
}
"""
# import json
# with open("./answer_vertexai.json", "r") as f:
# data = json.load(f)
# # print(data[1])
# for i in data:
# output_text = i["gpt_response"]
# i["Output"] = output_from_text(output_text)["OUTPUT"]
# i["ERROR"] = output_from_text(output_text)["ERROR"]
# # remove OUTPU/ key
# # i.pop("OUTPUT")
# with open("./answer_vertexai.json", "w") as f:
# json.dump(data, f, indent=4)
# print("Output saved to answer.json") |