data / dataset_utils.py
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from .artifact import Artifact, UnitxtArtifactNotFoundError, fetch_artifact
from .logging_utils import get_logger
from .parsing_utils import parse_key_equals_value_string_to_dict
from .register import _reset_env_local_catalogs, register_all_artifacts
from .settings_utils import get_settings
logger = get_logger()
settings = get_settings()
def fetch(artifact_name):
try:
artifact, _ = fetch_artifact(artifact_name)
return artifact
except UnitxtArtifactNotFoundError:
return None
def parse(query: str):
return parse_key_equals_value_string_to_dict(query)
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"] = settings.default_recipe
recipe = Artifact.from_dict(args)
return recipe