Spaces:
Runtime error
Runtime error
File size: 3,948 Bytes
838e061 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from chatbot_multiagent import submitUserMessage\n",
"import random\n",
"from math import inf\n",
"from time import time\n",
"\n",
"def QA_sample_test(quesion_test:list[str], num_samples:int=inf):\n",
" stt = time()\n",
" # Ensure there are at least 5 lines in the list\n",
" num_samples = min(10, len(quesion_test))\n",
" sample_quesion = random.sample(quesion_test, num_samples)\n",
" \n",
" result = []\n",
" for quesion in sample_quesion:\n",
" try:\n",
" answer = submitUserMessage(quesion)\n",
" result.append({'quesion': quesion, 'answer': answer}) \n",
" except Exception as e:\n",
" result.append({'quesion': quesion, 'error': e}) \n",
" print(\"Error: \", e) \n",
" \n",
" exet = time() - stt\n",
" exet_rept = f\"average execution time: {exet/num_samples}sec.\"\n",
" print(exet_rept)\n",
" return result, exet_rept"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Error: Error code: 500 - {'error': {'message': 'The model produced invalid content. Consider modifying your prompt if you are seeing this error persistently.', 'type': 'model_error', 'param': None, 'code': None}}\n",
"Error: Error code: 500 - {'error': {'message': 'The model produced invalid content. Consider modifying your prompt if you are seeing this error persistently.', 'type': 'model_error', 'param': None, 'code': None}}\n",
"Error: Error code: 500 - {'error': {'message': 'The model produced invalid content. Consider modifying your prompt if you are seeing this error persistently.', 'type': 'model_error', 'param': None, 'code': None}}\n",
"Error: Error code: 500 - {'error': {'message': 'The model produced invalid content. Consider modifying your prompt if you are seeing this error persistently.', 'type': 'model_error', 'param': None, 'code': None}}\n",
"average execution time: 31.43109838962555sec.\n"
]
}
],
"source": [
"with open('./testsets/user_question_testsets.txt', 'r') as file:\n",
" quesion_test = file.readlines() \n",
"\n",
"results, exet_rept = QA_sample_test(quesion_test, num_samples=10)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Results saved to testsets/QA_smaple.txt\n"
]
}
],
"source": [
"file_path = 'testsets/QA_smaple.txt'\n",
"\n",
"# Open the file in write mode\n",
"with open(file_path, 'w') as file:\n",
" # Iterate over each dictionary in the list\n",
" for result in results:\n",
" # Iterate over each key-value pair in the dictionary\n",
" for key, value in result.items():\n",
" # Write each key-value pair to the file\n",
" file.write(f\"{key}: \\n\\t{str(value).strip()}\\n\")\n",
" # Add a blank line between dictionaries\n",
" file.write(\"\\n\\n\")\n",
" file.write(\"-\"*200+\"\\n\")\n",
" \n",
" file.write(exet_rept)\n",
"\n",
"print(f\"Results saved to {file_path}\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|