TA.py

from prompt import TA_prompt
import re
from utils import generate_response, run_code


def post_process_code(code, question):
    func_name = code.split("(")[0].split("def")[-1].strip()
    parameters = code.split("\n")[0].split(f"def {func_name}")[-1][1:-2].split(",")
    if '' in parameters:
        parameters.remove('')
    values = re.findall(r"[-+]?\d*\.\d+|\d+", question)[:len(parameters)]
    values = [int(v) for v in values]
    arguments = list(zip(parameters, values))

    arg_string = ""
    for param, val in arguments:
        arg_string += f"{param}={val},"
    func_call = f"\nprint({func_name}({arg_string[:-1]}))"
    code += func_call
    return code


def solve_ta(question, token):
    question = question.strip()
    question = "Human: " + question
    query = TA_prompt + question
    query = query.strip()
    query += "\n"
    code = generate_response(query, 0.9, token)

    splitting_string = "```" if "```python" not in code else "```python"
    code = code.split(splitting_string)[-2].split("```")[0].strip()
    print(code)
    # code preprocessing

    code = post_process_code(code, question)
    print(code)
    # code running
    if "input(" in code:
        return None, code
    pred = None
    try:
        pred = run_code(code)
    except Exception as ex:
        return None, code
    return pred, code


if __name__ == "__main__":

    q = "What is the 7th Fibonacci number? Write the Python code"
    print(solve_ta(q))