#!/usr/bin/env python # This is a Python script that uses OpenAI's GPT-3 to modify code based on user requests. import os import sys import copy import random import json import re import readline import traceback from tqdm import tqdm from pathlib import Path from collections import defaultdict from pygments import highlight, lexers, formatters import os import openai from dump import dump import prompts history_file = '.coder.history' try: readline.read_history_file(history_file) except FileNotFoundError: pass formatter = formatters.TerminalFormatter() openai.api_key = os.getenv("OPENAI_API_KEY") def find_index(list1, list2): for i in range(len(list1)): if list1[i:i+len(list2)] == list2: return i return -1 class Coder: fnames = dict() def add_file(self, fname): self.fnames[fname] = Path(fname).stat().st_mtime def files_modified(self): for fname,mtime in self.fnames.items(): if Path(fname).stat().st_mtime != mtime: return True def request(self, prompt): self.request_prompt = prompt def quoted_file(self, fname): prompt = '\n' prompt += fname prompt += '\n```\n' prompt += Path(fname).read_text() prompt += '\n```\n' return prompt def get_files_content(self): prompt = '' for fname in self.fnames: prompt += self.quoted_file(fname) return prompt def get_input(self): print() print('='*60) inp = '' while not inp.strip(): try: inp = input('> ') except EOFError: return print() #readline.add_history(inp) readline.write_history_file(history_file) return inp def run(self): messages = [ dict(role = 'system', content = prompts.main_system), ] did_edits = False while True: inp = self.get_input() if inp is None: return if did_edits: files_content = prompts.files_content_prefix_edited else: files_content = prompts.files_content_prefix_plain files_content += self.get_files_content() files_content += prompts.files_content_suffix messages += [ dict(role = 'user', content = files_content), dict(role = 'assistant', content = "Ok."), dict(role = 'user', content = inp + prompts.user_suffix), ] content = self.send(messages) messages.pop() # user msg messages.pop() # assistant Ok. messages.pop() # user files content # put back the user message without prompts.user_suffix messages.append(dict(role = 'user', content = inp)) messages.append(dict(role = 'assistant', content = content)) print() print() try: did_edits = self.update_files(content, inp) if did_edits: print() except Exception as err: print(err) print() traceback.print_exc() def send(self, messages, show_progress = 0): for msg in messages: dump(msg) completion = openai.ChatCompletion.create( model="gpt-3.5-turbo", #model="gpt-4", messages=messages, temperature=0, stream = True, ) if show_progress: return self.show_send_progress(completion, show_progress) else: return self.show_send_output_color(completion) def show_send_progress(self, completion, show_progress): resp = [] pbar = tqdm(total = show_progress) for chunk in completion: try: text = chunk.choices[0].delta.content resp.append(text) except AttributeError: continue pbar.update(len(text)) pbar.update(show_progress) pbar.close() resp = ''.join(resp) return resp def show_send_output_plain(self, completion): resp = [] in_diff = False diff_lines = [] def print_lines(): if not diff_lines: return code = '\n'.join(diff_lines) lexer = lexers.guess_lexer(code) code = highlight(code, lexer, formatter) print(code, end='') partial_line = '' for chunk in completion: try: text = chunk.choices[0].delta.content resp.append(text) except AttributeError: continue sys.stdout.write(text) sys.stdout.flush() return ''.join(resp) def show_send_output_color(self, completion): resp = [] in_diff = False diff_lines = [] def print_lines(): if not diff_lines: return code = '\n'.join(diff_lines) lexer = lexers.guess_lexer(code) code = highlight(code, lexer, formatter) print(code, end='') partial_line = '' for chunk in completion: try: text = chunk.choices[0].delta.content resp.append(text) except AttributeError: continue lines = (partial_line + text) lines = lines.split('\n') partial_line = lines.pop() for line in lines: check = line.rstrip() if check == '>>>>>>> UPDATED': print_lines() in_diff = False diff_lines = [] if check == '=======': print_lines() diff_lines = [] print(line) elif in_diff: diff_lines.append(line) else: print(line) if line.strip() == '<<<<<<< ORIGINAL': in_diff = True diff_lines = [] print_lines() if partial_line: print(partial_line) return ''.join(resp) pattern = re.compile(r'^(\S+)\n<<<<<<< ORIGINAL\n(.*?)\n=======\n(.*?)\n>>>>>>> UPDATED$', re.MULTILINE | re.DOTALL) def update_files(self, content, inp): did_edits = False for match in self.pattern.finditer(content): did_edits = True path, original, updated = match.groups() if self.do_replace(path, original, updated): continue edit = match.group() self.do_gpt_powered_replace(path, edit, inp) return did_edits def do_replace(self, fname, before_text, after_text): before_text = self.strip_quoted_wrapping(before_text, fname) after_text = self.strip_quoted_wrapping(after_text, fname) fname = Path(fname) content = fname.read_text().splitlines() before_lines = [l.strip() for l in before_text.splitlines()] stripped_content = [l.strip() for l in content] where = find_index(stripped_content, before_lines) if where < 0: return new_content = content[:where] new_content += after_text.splitlines() new_content += content[where+len(before_lines):] new_content = '\n'.join(new_content) + '\n' fname.write_text(new_content) print('Applied edit to', fname) return True def do_gpt_powered_replace(self, fname, edit, request): print(f'Asking GPT to apply ambiguous edit to {fname}...') fname = Path(fname) content = fname.read_text() prompt = prompts.editor_user.format( request = request, edit = edit, fname = fname, content = content, ) messages = [ dict(role = 'system', content = prompts.editor_system), dict(role = 'user', content = prompt), ] res = self.send(messages, show_progress = len(content) + len(edit)/2) res = self.strip_quoted_wrapping(res, fname) fname.write_text(res) def strip_quoted_wrapping(self, res, fname=None): if not res: return res res = res.splitlines() if fname and res[0].strip().endswith(Path(fname).name): res = res[1:] if res[0].startswith('```') and res[-1].startswith('```'): res = res[1:-1] res = '\n'.join(res) if res and res[-1] != '\n': res += '\n' return res coder = Coder() for fname in sys.argv[1:]: coder.add_file(fname) #coder.update_files(Path('tmp.commands').read_text()) ; sys.exit() coder.run()