import os from .artifact import Artifact, UnitxtArtifactNotFoundError, fetch_artifact from .logging_utils import get_logger from .register import _reset_env_local_catalogs, register_all_artifacts logger = get_logger() __default_recipe__ = "standard_recipe" def fetch(artifact_name): try: artifact, _ = fetch_artifact(artifact_name) return artifact except UnitxtArtifactNotFoundError: return None def parse(query: str): """Parses a query of the form 'key1=value1,key2=value2,...' into a dictionary.""" result = {} kvs = query.split(",") if len(kvs) == 0: raise ValueError( 'Illegal query: "{query}" should contain at least one assignment of the form: key1=value1,key2=value2' ) for kv in kvs: key_val = kv.split("=") if ( len(key_val) != 2 or len(key_val[0].strip()) == 0 or len(key_val[1].strip()) == 0 ): raise ValueError( f'Illegal query: "{query}" with wrong assignment "{kv}" should be of the form: key=value.' ) key, val = key_val if val.isdigit(): result[key] = int(val) elif val.replace(".", "", 1).isdigit(): result[key] = float(val) else: result[key] = val return result def get_dataset_artifact(dataset_str): _reset_env_local_catalogs() register_all_artifacts() recipe = fetch(dataset_str) if recipe is None: args = parse(dataset_str) if "type" not in args: args["type"] = os.environ.get("UNITXT_DEFAULT_RECIPE", __default_recipe__) recipe = Artifact.from_dict(args) return recipe