import sys import shutil import pathlib BASE_DIR = pathlib.Path(__file__).parents[1] sys.path.append(str(BASE_DIR)) # other imports from utils.utils import * JSON_HPP_PATH = str(BASE_DIR / "initial_program/include/json.hpp") TEMPLATE = """ * heat_map_train.py *: @@@ {heat_map_train_py_code} @@@ * heat_map_inference.py *: @@@ {heat_map_inference_py_code} @@@ * include/utils.hpp *: @@@ {utils_hpp_code} @@@ * include/context.hpp *: @@@ {context_hpp_code} @@@ * include/random_solution.hpp *: @@@ {random_solution_hpp_code} @@@ * include/local_2_opt_search.hpp *: @@@ {local_2_opt_search_hpp_code} @@@ * include/local_k_opt_search.hpp *: @@@ {local_k_opt_search_hpp_code} @@@ * include/additional.hpp *: @@@ {additional_hpp_code} @@@ * TSP.cpp *: @@@ {TSP_cpp_code} @@@ * config.json *: @@@ {config_json_code} @@@ """.strip() DEFAULT_PARSE_ERROR = ( "Could not parse code (maybe not present). " "If you’ve provided updated code for this file, make sure the formatting is correct and the filenames are correct too. " "You can write only in those 10 files. " "(\"heat_map_train.py\", \"heat_map_inference.py\", \"config.json\", \"TSP.cpp\", and 6 .hpp's in the include/ folder)" ) NAMES_TO_FILENAMES = { "heat_map_train_py_code": "heat_map_train.py", "heat_map_inference_py_code": "heat_map_inference.py", "utils_hpp_code": "include/utils.hpp", "context_hpp_code": "include/context.hpp", "random_solution_hpp_code": "include/random_solution.hpp", "local_2_opt_search_hpp_code": "include/local_2_opt_search.hpp", "local_k_opt_search_hpp_code": "include/local_k_opt_search.hpp", "additional_hpp_code": "include/additional.hpp", "TSP_cpp_code": "TSP.cpp", "config_json_code": "config.json", } def format_query_code(dir_path: str) -> str: return TEMPLATE.format( heat_map_train_py_code=read_file(f"{dir_path}/heat_map_train.py"), heat_map_inference_py_code=read_file(f"{dir_path}/heat_map_inference.py"), utils_hpp_code=read_file(f"{dir_path}/include/utils.hpp"), context_hpp_code=read_file(f"{dir_path}/include/context.hpp"), random_solution_hpp_code=read_file(f"{dir_path}/include/random_solution.hpp"), local_2_opt_search_hpp_code=read_file(f"{dir_path}/include/local_2_opt_search.hpp"), local_k_opt_search_hpp_code=read_file(f"{dir_path}/include/local_k_opt_search.hpp"), additional_hpp_code=read_file(f"{dir_path}/include/additional.hpp"), TSP_cpp_code=read_file(f"{dir_path}/TSP.cpp"), config_json_code=read_file(f"{dir_path}/config.json"), ) def parse_code_block(text: str, block_header: str) -> str | None: text_splitted = text.split(block_header, maxsplit=1) if len(text_splitted) < 2: return None block_code = text_splitted[1].strip() if not block_code.startswith("@@@\n"): return None block_code = block_code.removeprefix("@@@\n").strip() if "\n@@@" not in block_code: return None return block_code.split("\n@@@", maxsplit=1)[0].strip() def parse_output_code(text: str) -> None: return { "heat_map_train_py_code": default_for_none(parse_code_block(text, "* heat_map_train.py *:"), DEFAULT_PARSE_ERROR), "heat_map_inference_py_code": default_for_none(parse_code_block(text, "* heat_map_inference.py *:"), DEFAULT_PARSE_ERROR), "utils_hpp_code": default_for_none(parse_code_block(text, "* include/utils.hpp *:"), DEFAULT_PARSE_ERROR), "context_hpp_code": default_for_none(parse_code_block(text, "* include/context.hpp *:"), DEFAULT_PARSE_ERROR), "random_solution_hpp_code": default_for_none(parse_code_block(text, "* include/random_solution.hpp *:"), DEFAULT_PARSE_ERROR), "local_2_opt_search_hpp_code": default_for_none(parse_code_block(text, "* include/local_2_opt_search.hpp *:"), DEFAULT_PARSE_ERROR), "local_k_opt_search_hpp_code": default_for_none(parse_code_block(text, "* include/local_k_opt_search.hpp *:"), DEFAULT_PARSE_ERROR), "additional_hpp_code": default_for_none(parse_code_block(text, "* include/additional.hpp *:"), DEFAULT_PARSE_ERROR), "TSP_cpp_code": default_for_none(parse_code_block(text, "* TSP.cpp *:"), DEFAULT_PARSE_ERROR), "config_json_code": default_for_none(parse_code_block(text, "* config.json *:"), DEFAULT_PARSE_ERROR), } def save_parsed_output_code(parsed_code: dict, dir_path: str, include_json_hpp: bool = True) -> None: for name, block_code in parsed_code.items(): filename = NAMES_TO_FILENAMES[name] file_path = f"{dir_path}/{filename}" touch_file(file_path) with open(file_path, 'w') as file: file.write(block_code) if include_json_hpp: shutil.copy2(JSON_HPP_PATH, f"{dir_path}/include")