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from prompt_handler import handle_code_generator_prompt, handle_test_case_generator_prompt, handle_test_validator_prompt, handle_reasoner_prompt
import random
import string
import re
import subprocess
def extract_output(pattern, text):
match = re.search(pattern, text, re.DOTALL)
if match:
return match.group(1)
return None
def extract_all_outputs(pattern,text):
# Regular expression to match content between #OUTPUTSTART\n and #OUTPUTEND
# pattern = r'#OUTPUTSTART\n(.*?)#OUTPUTEND'
# Using re.findall to find all occurrences
outputs = re.findall(pattern, text, re.DOTALL)
return outputs
def generate_filename():
# Generate a random alphabetic character for the first character
first_char = random.choice(string.ascii_letters)
# Generate the remaining 19 characters, which can be letters or digits
remaining_chars = ''.join(random.choice(string.ascii_letters + string.digits) for _ in range(19))
# Combine the first character with the remaining characters to form the 20-character file name
filename = first_char + remaining_chars
return filename
def multi_agent_cycle(user_prompt=None,input_test="", output_test="",temperature=0.5,max_tokens=1024,top_p=0.5, reasoner_num = 3, test_case_num = 7):
if(user_prompt is None or user_prompt==""):
return "No prompt given"
filename = None
if(filename is None):
filename = generate_filename()
currCorrect = 0
bestCode = None
input_test_ = input_test.replace(r'\n','§')
output_test_ = output_test.replace(r'\n','§')
testcaseset = f"""
#TESTINPUTSTART
{input_test_}
#TESTINPUTEND
#TESTOUTPUTSTART
{output_test_}
#TESTOUTPUTEND
"""
user_prompt_ = f"""
#USERINPUTSTART
{user_prompt}
#USERINPUTEND
{testcaseset}
"""
for idx in range(reasoner_num):
print(idx)
reasoner_res = extract_output(r'#OUTPUTSTART\n(.*?)\n#OUTPUTEND',handle_reasoner_prompt(user_prompt_,temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
while(reasoner_res is None):
reasoner_res = extract_output(r'#OUTPUTSTART\n(.*?)\n#OUTPUTEND',handle_reasoner_prompt(user_prompt,temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
reasoner_res_ = f"""
#INPUTSTART
{reasoner_res}
#INPUTEND
{testcaseset}
"""
code_gen_res = extract_output(r'#CODESTART\n(.*?)#CODEEND',handle_code_generator_prompt(reasoner_res_,temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
while(code_gen_res is None):
code_gen_res = extract_output(r'#CODESTART\n(.*?)#CODEEND',handle_code_generator_prompt(reasoner_res_,temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
print("hush2")
test_gen_res = extract_all_outputs(r'#TESTCASESTART\n(.*?)\n#TESTCASEEND', handle_test_case_generator_prompt(reasoner_res_+f"LIMIT OUTPUT TO{test_case_num} TESTCASES USING THE STEPS! MAKE SURE EDGE CASES AREN'T MISSED",temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
while(test_case_num is None):
test_gen_res = extract_all_outputs(r'#TESTCASESTART\n(.*?)\n#TESTCASEEND', handle_test_case_generator_prompt(user_prompt+f"LIMIT OUTPUT TO{test_case_num} TESTCASES USING THE STEPS! MAKE SURE EDGE CASES AREN'T MISSED",temperature=temperature+(0.05)*idx,max_tokens = max_tokens+((512)*idx)))
print("hush3")
fresh_tc = []
for test_gen in test_gen_res:
new_prompt = f"""
#SUBPROBLEMSTART
{reasoner_res}
#SUBPROBLEMEND
#TESTCASESTART
{test_gen}
#TESTCASEEND
"""
val_res = extract_output(r'#OUTPUTSTART\n(.*?)\n#OUTPUTEND',handle_test_validator_prompt(new_prompt))
if(val_res=='CORRECT'):
fresh_tc.append(test_gen)
with open(filename+'.py','w') as file:
file.write("import pytest\n\n")
code_split = code_gen_res.split('\n')
file.write(code_gen_res)
# print('\n'.join(new_code_split))
# f.write(make_statement1(1,extract_output(r'#TESTCASEINPUTSTART\n(.*?)\n#TESTCASEINPUTEND',test_gen_res[0]),extract_output(r'#TESTCASEOUTPUTSTART\n(.*?)#TESTCASEOUTPUTEND',test_gen_res[0])))
file.write("@pytest.mark.parametrize(\"n, expected\", [\n")
# Loop through the test cases and write them to the file
for case in fresh_tc:
input_result = extract_output(r'#TESTCASEINPUTSTART\n(.*?)\n#TESTCASEINPUTEND', case)
output_result = extract_output(r'#TESTCASEOUTPUTSTART\n(.*?)\n#TESTCASEOUTPUTEND',case)
if(input_result is None and output_result is None):
continue
else:
file.write(f" ('{input_result}', '{output_result}'), #\n")
# Close the parametrize list
file.write("])\n\n")
# Write the test function using the parametrize decorator
file.write("def test_statement(n, expected):\n")
file.write(" result = decoder(n)\n")
file.write(" assert result == expected\n")
result = subprocess.run(
['pytest', filename+'.py'], # Specify the test file here
capture_output=True, # Capture stdout and stderr
text=True # Ensure the output is returned as a string (not bytes)
)
# print(result)
# Get the output and error
output = result.stdout # The standard output from pytest (test results)
error = result.stderr # The error output (if any)
# print("Error",error)
# print(error is None)
# print(error=="")
# Use regular expressions to find the counts of passed and failed tests
failed_tests = int(len(re.findall(r'FAIL', output))/2)
passed_tests = len(fresh_tc) - failed_tests
command = ['rm', '-f', filename + ".py"]
try:
# Run the command
subprocess.run(command, check=True, shell=True)
print(f"File '{filename}' has been deleted.")
except subprocess.CalledProcessError as e:
print(f"Error: Could not delete file '{filename}'. {e}")
with open(filename+'1.py','w') as file:
file.write("import pytest\n\n")
# code_split = code_gen_res.split('\n')
file.write(code_gen_res)
file.write("@pytest.mark.parametrize(\"n, expected\", [\n")
# file.write(f" ('{input_result.replace("\\n","§")}', '{output_result.replace("§","\\n")}'), #\n")
file.write(f" ('{input_test_}', '{output_test_}'), #\n")
file.write("])\n\n")
# Write the test function using the parametrize decorator
file.write("def test_statement(n, expected):\n")
file.write(" result = decoder(n)\n")
file.write(" assert result == expected\n")
result1 = subprocess.run(
['pytest', filename+'1.py'], # Specify the test file here
capture_output=True, # Capture stdout and stderr
text=True # Ensure the output is returned as a string (not bytes)
)
try:
command1 = ['rm', '-f', filename + "1.py"]
subprocess.run(command1, check=True, shell=True )
print(f"File '{filename}'1 has been deleted.")
except subprocess.CalledProcessError as e:
print(f"Error: Could not delete file '{filename}'. {e}")
output1 = result1.stdout # The standard output from pytest (test results)
error1 = result1.stderr # The error output (if any)
# print("Error",error)
# print(error is None)
# print(error=="")
# Use regular expressions to find the counts of passed and failed tests
failed_tests1 = int(len(re.findall(r'FAIL', output1)))
print(failed_tests1)
passed_tests1 = 1 - failed_tests1
if(failed_tests1>=1):
continue
if(failed_tests == 0):
return code_gen_res + "\n\n DECODER IS SOLELY TO TACKLE INPUTS FROM FILE READING"
if(passed_tests>currCorrect):
bestCode = code_gen_res
if(bestCode is not None):
return bestCode + "\n\n DECODER IS SOLELY TO TACKLE INPUTS FROM FILE READING"
else:
return "NO VALID CODE MADE"
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