ai-python-wolverine/wolverine.py

156 wiersze
4.3 KiB
Python

import difflib
import json
import os
import shutil
import subprocess
import sys
import openai
from termcolor import cprint
# Set up the OpenAI API
with open("openai_key.txt") as f:
openai.api_key = f.read().strip()
def run_script(script_name, *args):
try:
result = subprocess.check_output(
[sys.executable, script_name, *args], stderr=subprocess.STDOUT
)
except subprocess.CalledProcessError as e:
return e.output.decode("utf-8"), e.returncode
return result.decode("utf-8"), 0
def send_error_to_gpt4(file_path, args, error_message):
with open(file_path, "r") as f:
file_lines = f.readlines()
file_with_lines = []
for i, line in enumerate(file_lines):
file_with_lines.append(str(i + 1) + ": " + line)
file_with_lines = "".join(file_with_lines)
with open("prompt.txt") as f:
initial_prompt_text = f.read()
prompt = (
initial_prompt_text +
"\n\n"
"Here is the script that needs fixing:\n\n"
f"{file_with_lines}\n\n"
"Here are the arguments it was provided:\n\n"
f"{args}\n\n"
"Here is the error message:\n\n"
f"{error_message}\n"
"Please provide your suggested changes, and remember to stick to the "
"exact format as described above."
)
# print(prompt)
response = openai.ChatCompletion.create(
# model="gpt-3.5-turbo",
model="gpt-4",
messages=[
{
"role": "user",
"content": prompt,
}
],
temperature=1.0,
)
return response.choices[0].message.content.strip()
def apply_changes(file_path, changes_json):
with open(file_path, "r") as f:
original_file_lines = f.readlines()
changes = json.loads(changes_json)
# Filter out explanation elements
operation_changes = [change for change in changes if "operation" in change]
explanations = [
change["explanation"] for change in changes if "explanation" in change
]
# Sort the changes in reverse line order
operation_changes.sort(key=lambda x: x["line"], reverse=True)
file_lines = original_file_lines.copy()
for change in operation_changes:
operation = change["operation"]
line = change["line"]
content = change["content"]
if operation == "Replace":
file_lines[line - 1] = content + "\n"
elif operation == "Delete":
del file_lines[line - 1]
elif operation == "InsertAfter":
file_lines.insert(line, content + "\n")
with open(file_path, "w") as f:
f.writelines(file_lines)
# Print explanations
cprint("Explanations:", "blue")
for explanation in explanations:
cprint(f"- {explanation}", "blue")
# Show the diff
print("\nChanges:")
diff = difflib.unified_diff(original_file_lines, file_lines, lineterm="")
for line in diff:
if line.startswith("+"):
cprint(line, "green", end="")
elif line.startswith("-"):
cprint(line, "red", end="")
else:
print(line, end="")
def main():
if len(sys.argv) < 3:
print("Usage: wolverine.py <script_name> <arg1> <arg2> ... [--revert]")
sys.exit(1)
script_name = sys.argv[1]
args = sys.argv[2:]
# Revert changes if requested
if "--revert" in args:
backup_file = script_name + ".bak"
if os.path.exists(backup_file):
shutil.copy(backup_file, script_name)
print(f"Reverted changes to {script_name}")
sys.exit(0)
else:
print(f"No backup file found for {script_name}")
sys.exit(1)
# Make a backup of the original script
shutil.copy(script_name, script_name + ".bak")
while True:
output, returncode = run_script(script_name, *args)
if returncode == 0:
cprint("Script ran successfully.", "blue")
print("Output:", output)
break
else:
cprint("Script crashed. Trying to fix...", "blue")
print("Output:", output)
json_response = send_error_to_gpt4(script_name, args, output)
apply_changes(script_name, json_response)
cprint("Changes applied. Rerunning...", "blue")
if __name__ == "__main__":
main()