import os import json from typing import Union import oyaml as yaml import re from collections import OrderedDict from toolkit.paths import TOOLKIT_ROOT possible_extensions = ['.json', '.jsonc', '.yaml', '.yml'] def get_cwd_abs_path(path): if not os.path.isabs(path): path = os.path.join(os.getcwd(), path) return path def replace_env_vars_in_string(s: str) -> str: """ Replace placeholders like ${VAR_NAME} with the value of the corresponding environment variable. If the environment variable is not set, raise an error. """ def replacer(match): var_name = match.group(1) value = os.environ.get(var_name) if value is None: raise ValueError(f"Environment variable {var_name} not set. Please ensure it's defined before proceeding.") return value return re.sub(r'\$\{([^}]+)\}', replacer, s) def preprocess_config(config: OrderedDict, name: str = None): if "job" not in config: raise ValueError("config file must have a job key") if "config" not in config: raise ValueError("config file must have a config section") if "name" not in config["config"] and name is None: raise ValueError("config file must have a config.name key") # we need to replace tags. For now just [name] if name is None: name = config["config"]["name"] config_string = json.dumps(config) config_string = config_string.replace("[name]", name) config = json.loads(config_string, object_pairs_hook=OrderedDict) return config # Fixes issue where yaml doesnt load exponents correctly fixed_loader = yaml.SafeLoader fixed_loader.add_implicit_resolver( u'tag:yaml.org,2002:float', re.compile(u'''^(?: [-+]?(?:[0-9][0-9_]*)\\.[0-9_]*(?:[eE][-+]?[0-9]+)? |[-+]?(?:[0-9][0-9_]*)(?:[eE][-+]?[0-9]+) |\\.[0-9_]+(?:[eE][-+][0-9]+)? |[-+]?[0-9][0-9_]*(?::[0-5]?[0-9])+\\.[0-9_]* |[-+]?\\.(?:inf|Inf|INF) |\\.(?:nan|NaN|NAN))$''', re.X), list(u'-+0123456789.')) def get_config( config_file_path_or_dict: Union[str, dict, OrderedDict], name=None ): # if we got a dict, process it and return it if isinstance(config_file_path_or_dict, dict) or isinstance(config_file_path_or_dict, OrderedDict): config = config_file_path_or_dict return preprocess_config(config, name) config_file_path = config_file_path_or_dict # first check if it is in the config folder config_path = os.path.join(TOOLKIT_ROOT, 'config', config_file_path) # see if it is in the config folder with any of the possible extensions if it doesnt have one real_config_path = None if not os.path.exists(config_path): for ext in possible_extensions: if os.path.exists(config_path + ext): real_config_path = config_path + ext break # if we didn't find it there, check if it is a full path if not real_config_path: if os.path.exists(config_file_path): real_config_path = config_file_path elif os.path.exists(get_cwd_abs_path(config_file_path)): real_config_path = get_cwd_abs_path(config_file_path) if not real_config_path: raise ValueError(f"Could not find config file {config_file_path}") # if we found it, check if it is a json or yaml file with open(real_config_path, 'r', encoding='utf-8') as f: content = f.read() content_with_env_replaced = replace_env_vars_in_string(content) if real_config_path.endswith('.json') or real_config_path.endswith('.jsonc'): config = json.loads(content_with_env_replaced, object_pairs_hook=OrderedDict) elif real_config_path.endswith('.yaml') or real_config_path.endswith('.yml'): config = yaml.load(content_with_env_replaced, Loader=fixed_loader) else: raise ValueError(f"Config file {config_file_path} must be a json or yaml file") return preprocess_config(config, name)