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import ast
import os
from tqdm import tqdm
import requests
from utils.functools import *
# Function to extract and print the outermost nested function with line number
def extract_outermost_function(node, config):
if isinstance(node, ast.FunctionDef):
function_def = ast.unparse(node)
response = request_inference(config=config, code_block=function_def)
docstr = response['docstr']
docstring = ast.Expr(value=ast.Str(s=docstr))
node.body.insert(0, docstring)
for child in ast.iter_child_nodes(node):
extract_outermost_function(child, config)
# Function to traverse directories recursively and extract functions from Python files
def extract_functions_from_directory(config):
for root, _, files in os.walk(config["dir"]):
for file in files:
if file.endswith(".py"):
file_path = os.path.join(root, file)
print(file_path)
with open(file_path, "r",errors='ignore') as file:
content = file.read()
parsed = ast.parse(content)
extract_outermost_function(parsed, config)
docstr_code = ast.unparse(parsed)
with open(file_path, "w",errors='ignore') as file:
file.write(docstr_code) |