import difflib import inspect import json import os import pkgutil from abc import abstractmethod from copy import deepcopy from typing import Dict, List, Optional, Union, final from .dataclass import AbstractField, Dataclass, Field, InternalField, fields from .logging_utils import get_logger from .parsing_utils import ( separate_inside_and_outside_square_brackets, ) from .settings_utils import get_settings from .text_utils import camel_to_snake_case, is_camel_case from .type_utils import issubtype from .utils import artifacts_json_cache, save_json logger = get_logger() settings = get_settings() class Artifactories: def __new__(cls): if not hasattr(cls, "instance"): cls.instance = super().__new__(cls) cls.instance.artifactories = [] return cls.instance def __iter__(self): self._index = 0 # Initialize/reset the index for iteration return self def __next__(self): while self._index < len(self.artifactories): artifactory = self.artifactories[self._index] self._index += 1 if ( settings.use_only_local_catalogs and not artifactory.is_local ): # Corrected typo from 'is_loacl' to 'is_local' continue return artifactory raise StopIteration def register(self, artifactory): assert isinstance( artifactory, Artifactory ), "Artifactory must be an instance of Artifactory" assert hasattr( artifactory, "__contains__" ), "Artifactory must have __contains__ method" assert hasattr( artifactory, "__getitem__" ), "Artifactory must have __getitem__ method" self.artifactories = [artifactory, *self.artifactories] def unregister(self, artifactory): assert isinstance( artifactory, Artifactory ), "Artifactory must be an instance of Artifactory" assert hasattr( artifactory, "__contains__" ), "Artifactory must have __contains__ method" assert hasattr( artifactory, "__getitem__" ), "Artifactory must have __getitem__ method" self.artifactories.remove(artifactory) def reset(self): self.artifactories = [] def map_values_in_place(object, mapper): if isinstance(object, dict): for key, value in object.items(): object[key] = mapper(value) return object if isinstance(object, list): for i in range(len(object)): object[i] = mapper(object[i]) return object return mapper(object) def get_closest_artifact_type(type): artifact_type_options = list(Artifact._class_register.keys()) matches = difflib.get_close_matches(type, artifact_type_options) if matches: return matches[0] # Return the closest match return None class UnrecognizedArtifactTypeError(ValueError): def __init__(self, type) -> None: maybe_class = "".join(word.capitalize() for word in type.split("_")) message = f"'{type}' is not a recognized artifact 'type'. Make sure a the class defined this type (Probably called '{maybe_class}' or similar) is defined and/or imported anywhere in the code executed." closest_artifact_type = get_closest_artifact_type(type) if closest_artifact_type is not None: message += "\n\n" f"Did you mean '{closest_artifact_type}'?" super().__init__(message) class MissingArtifactTypeError(ValueError): def __init__(self, dic) -> None: message = ( f"Missing 'type' parameter. Expected 'type' in artifact dict, got {dic}" ) super().__init__(message) class Artifact(Dataclass): type: str = Field(default=None, final=True, init=False) _class_register = {} artifact_identifier: str = InternalField(default=None, required=False) @classmethod def is_artifact_dict(cls, d): return isinstance(d, dict) and "type" in d @classmethod def verify_artifact_dict(cls, d): if not isinstance(d, dict): raise ValueError( f"Artifact dict <{d}> must be of type 'dict', got '{type(d)}'." ) if "type" not in d: raise MissingArtifactTypeError(d) if not cls.is_registered_type(d["type"]): raise UnrecognizedArtifactTypeError(d["type"]) @classmethod def get_artifact_type(cls): return camel_to_snake_case(cls.__name__) @classmethod def register_class(cls, artifact_class): assert issubclass( artifact_class, Artifact ), f"Artifact class must be a subclass of Artifact, got '{artifact_class}'" assert is_camel_case( artifact_class.__name__ ), f"Artifact class name must be legal camel case, got '{artifact_class.__name__}'" snake_case_key = camel_to_snake_case(artifact_class.__name__) if cls.is_registered_type(snake_case_key): assert ( str(cls._class_register[snake_case_key]) == str(artifact_class) ), f"Artifact class name must be unique, '{snake_case_key}' already exists for {cls._class_register[snake_case_key]}. Cannot be overridden by {artifact_class}." return snake_case_key cls._class_register[snake_case_key] = artifact_class return snake_case_key def __init_subclass__(cls, **kwargs): super().__init_subclass__(**kwargs) cls.register_class(cls) @classmethod def is_artifact_file(cls, path): if not os.path.exists(path) or not os.path.isfile(path): return False with open(path) as f: d = json.load(f) return cls.is_artifact_dict(d) @classmethod def is_registered_type(cls, type: str): return type in cls._class_register @classmethod def is_registered_class_name(cls, class_name: str): snake_case_key = camel_to_snake_case(class_name) return cls.is_registered_type(snake_case_key) @classmethod def is_registered_class(cls, clz: object): return clz in set(cls._class_register.values()) @classmethod def _recursive_load(cls, obj): if isinstance(obj, dict): new_d = {} for key, value in obj.items(): new_d[key] = cls._recursive_load(value) obj = new_d elif isinstance(obj, list): obj = [cls._recursive_load(value) for value in obj] else: pass if cls.is_artifact_dict(obj): cls.verify_artifact_dict(obj) return cls._class_register[obj.pop("type")](**obj) return obj @classmethod def from_dict(cls, d, overwrite_args=None): if overwrite_args is not None: d = {**d, **overwrite_args} cls.verify_artifact_dict(d) return cls._recursive_load(d) @classmethod def load(cls, path, artifact_identifier=None, overwrite_args=None): d = artifacts_json_cache(path) new_artifact = cls.from_dict(d, overwrite_args=overwrite_args) new_artifact.artifact_identifier = artifact_identifier return new_artifact def prepare(self): pass def verify(self): pass @final def __pre_init__(self, **kwargs): self._init_dict = get_raw(kwargs) @final def __post_init__(self): self.type = self.register_class(self.__class__) for field in fields(self): if issubtype( field.type, Union[Artifact, List[Artifact], Dict[str, Artifact]] ): value = getattr(self, field.name) value = map_values_in_place(value, maybe_recover_artifact) setattr(self, field.name, value) self.prepare() self.verify() def _to_raw_dict(self): return {"type": self.type, **self._init_dict} def save(self, path): data = self.to_dict() save_json(path, data) def get_raw(obj): if isinstance(obj, Artifact): return obj._to_raw_dict() if isinstance(obj, tuple) and hasattr(obj, "_fields"): # named tuple return type(obj)(*[get_raw(v) for v in obj]) if isinstance(obj, (list, tuple)): return type(obj)([get_raw(v) for v in obj]) if isinstance(obj, dict): return type(obj)({get_raw(k): get_raw(v) for k, v in obj.items()}) return deepcopy(obj) class ArtifactList(list, Artifact): def prepare(self): for artifact in self: artifact.prepare() class Artifactory(Artifact): is_local: bool = AbstractField() @abstractmethod def __contains__(self, name: str) -> bool: pass @abstractmethod def __getitem__(self, name) -> Artifact: pass @abstractmethod def get_with_overwrite(self, name, overwrite_args) -> Artifact: pass class UnitxtArtifactNotFoundError(Exception): def __init__(self, name, artifactories): self.name = name self.artifactories = artifactories def __str__(self): msg = f"Artifact {self.name} does not exist, in artifactories:{self.artifactories}." if settings.use_only_local_catalogs: msg += f" Notice that unitxt.settings.use_only_local_catalogs is set to True, if you want to use remote catalogs set this settings or the environment variable {settings.use_only_local_catalogs_key}." return f"Artifact {self.name} does not exist, in artifactories:{self.artifactories}" def fetch_artifact(name): if Artifact.is_artifact_file(name): return Artifact.load(name), None artifactory, name, args = get_artifactory_name_and_args(name=name) return artifactory.get_with_overwrite(name, overwrite_args=args), artifactory def get_artifactory_name_and_args( name: str, artifactories: Optional[List[Artifactory]] = None ): name, args = separate_inside_and_outside_square_brackets(name) if artifactories is None: artifactories = list(Artifactories()) for artifactory in artifactories: if name in artifactory: return artifactory, name, args raise UnitxtArtifactNotFoundError(name, artifactories) def verbosed_fetch_artifact(identifier): artifact, artifactory = fetch_artifact(identifier) logger.info(f"Artifact {identifier} is fetched from {artifactory}") return artifact def reset_artifacts_json_cache(): artifacts_json_cache.cache_clear() def maybe_recover_artifact(artifact): if isinstance(artifact, str): return verbosed_fetch_artifact(artifact) return artifact def register_all_artifacts(path): for loader, module_name, _is_pkg in pkgutil.walk_packages(path): logger.info(__name__) if module_name == __name__: continue logger.info(f"Loading {module_name}") # Import the module module = loader.find_module(module_name).load_module(module_name) # Iterate over every object in the module for _name, obj in inspect.getmembers(module): # Make sure the object is a class if inspect.isclass(obj): # Make sure the class is a subclass of Artifact (but not Artifact itself) if issubclass(obj, Artifact) and obj is not Artifact: logger.info(obj)