Upload artifact.py with huggingface_hub
Browse files- artifact.py +58 -38
artifact.py
CHANGED
@@ -1,21 +1,22 @@
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import difflib
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import inspect
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import json
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import os
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import pkgutil
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from abc import
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from copy import deepcopy
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from typing import
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from .dataclass import Dataclass, Field,
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from .text_utils import camel_to_snake_case, is_camel_case
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from .type_utils import issubtype
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class Artifactories
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def __new__(cls):
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if not hasattr(cls, "instance"):
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cls.instance = super(
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cls.instance.artifactories = []
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return cls.instance
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@@ -27,15 +28,27 @@ class Artifactories(object):
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return next(self.artifactories)
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def register(self, artifactory):
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assert isinstance(
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def unregister(self, artifactory):
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assert isinstance(
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self.artifactories.remove(artifactory)
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def reset(self):
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@@ -62,7 +75,7 @@ def get_closest_artifact_type(type):
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return None
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class
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def __init__(self, type) -> None:
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maybe_class = "".join(word.capitalize() for word in type.split("_"))
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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."
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@@ -72,9 +85,11 @@ class UnrecognizedArtifactType(ValueError):
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super().__init__(message)
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class
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def __init__(self, dic) -> None:
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message =
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super().__init__(message)
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@@ -90,11 +105,13 @@ class Artifact(Dataclass):
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@classmethod
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def verify_artifact_dict(cls, d):
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if not isinstance(d, dict):
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raise ValueError(
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if "type" not in d:
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raise
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if not cls.is_registered_type(d["type"]):
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raise
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@classmethod
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def get_artifact_type(cls):
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@@ -130,7 +147,7 @@ class Artifact(Dataclass):
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def is_artifact_file(cls, path):
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if not os.path.exists(path) or not os.path.isfile(path):
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return False
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with open(path
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d = json.load(f)
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return cls.is_artifact_dict(d)
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@@ -155,10 +172,9 @@ class Artifact(Dataclass):
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pass
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if cls.is_artifact_dict(d):
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cls.verify_artifact_dict(d)
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return d
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@classmethod
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def from_dict(cls, d):
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@@ -167,7 +183,7 @@ class Artifact(Dataclass):
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@classmethod
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def load(cls, path):
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with open(path
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d = json.load(f)
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return cls.from_dict(d)
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@@ -186,7 +202,9 @@ class Artifact(Dataclass):
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self.type = self.register_class(self.__class__)
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for field in fields(self):
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if issubtype(
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value = getattr(self, field.name)
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value = map_values_in_place(value, maybe_recover_artifact)
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setattr(self, field.name, value)
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@@ -200,7 +218,9 @@ class Artifact(Dataclass):
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def save(self, path):
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with open(path, "w") as f:
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init_dict = self.to_dict()
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json.
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class ArtifactList(list, Artifact):
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@@ -231,40 +251,40 @@ class UnitxtArtifactNotFoundError(Exception):
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def fetch_artifact(name):
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if Artifact.is_artifact_file(name):
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return Artifact.load(name), None
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raise UnitxtArtifactNotFoundError(name, Artifactories().artifactories)
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def verbosed_fetch_artifact(identifer):
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artifact, artifactory = fetch_artifact(identifer)
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return artifact
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def maybe_recover_artifact(artifact):
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if isinstance(artifact, str):
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return verbosed_fetch_artifact(artifact)
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def register_all_artifacts(path):
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for loader, module_name,
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if module_name == __name__:
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continue
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# Import the module
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module = loader.find_module(module_name).load_module(module_name)
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# Iterate over every object in the module
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for
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# Make sure the object is a class
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if inspect.isclass(obj):
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# Make sure the class is a subclass of Artifact (but not Artifact itself)
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if issubclass(obj, Artifact) and obj is not Artifact:
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-
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import difflib
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import inspect
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import json
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import logging
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import os
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import pkgutil
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from abc import abstractmethod
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from copy import deepcopy
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from typing import Dict, List, Union, final
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from .dataclass import Dataclass, Field, fields
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from .text_utils import camel_to_snake_case, is_camel_case
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from .type_utils import issubtype
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class Artifactories:
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def __new__(cls):
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if not hasattr(cls, "instance"):
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cls.instance = super().__new__(cls)
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cls.instance.artifactories = []
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return cls.instance
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return next(self.artifactories)
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def register(self, artifactory):
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assert isinstance(
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artifactory, Artifactory
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), "Artifactory must be an instance of Artifactory"
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assert hasattr(
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artifactory, "__contains__"
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), "Artifactory must have __contains__ method"
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assert hasattr(
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artifactory, "__getitem__"
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), "Artifactory must have __getitem__ method"
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self.artifactories = [artifactory, *self.artifactories]
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def unregister(self, artifactory):
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assert isinstance(
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artifactory, Artifactory
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), "Artifactory must be an instance of Artifactory"
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assert hasattr(
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artifactory, "__contains__"
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), "Artifactory must have __contains__ method"
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assert hasattr(
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artifactory, "__getitem__"
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), "Artifactory must have __getitem__ method"
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self.artifactories.remove(artifactory)
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def reset(self):
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return None
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class UnrecognizedArtifactTypeError(ValueError):
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def __init__(self, type) -> None:
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maybe_class = "".join(word.capitalize() for word in type.split("_"))
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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."
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super().__init__(message)
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class MissingArtifactTypeError(ValueError):
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def __init__(self, dic) -> None:
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message = (
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f"Missing 'type' parameter. Expected 'type' in artifact dict, got {dic}"
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)
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super().__init__(message)
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@classmethod
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def verify_artifact_dict(cls, d):
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if not isinstance(d, dict):
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raise ValueError(
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f"Artifact dict <{d}> must be of type 'dict', got '{type(d)}'."
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)
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if "type" not in d:
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raise MissingArtifactTypeError(d)
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if not cls.is_registered_type(d["type"]):
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raise UnrecognizedArtifactTypeError(d["type"])
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@classmethod
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def get_artifact_type(cls):
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def is_artifact_file(cls, path):
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if not os.path.exists(path) or not os.path.isfile(path):
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return False
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with open(path) as f:
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d = json.load(f)
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return cls.is_artifact_dict(d)
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pass
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if cls.is_artifact_dict(d):
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cls.verify_artifact_dict(d)
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return cls._class_register[d.pop("type")](**d)
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return d
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@classmethod
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def from_dict(cls, d):
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@classmethod
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def load(cls, path):
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with open(path) as f:
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d = json.load(f)
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return cls.from_dict(d)
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self.type = self.register_class(self.__class__)
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for field in fields(self):
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if issubtype(
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field.type, Union[Artifact, List[Artifact], Dict[str, Artifact]]
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):
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value = getattr(self, field.name)
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value = map_values_in_place(value, maybe_recover_artifact)
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setattr(self, field.name, value)
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def save(self, path):
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with open(path, "w") as f:
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init_dict = self.to_dict()
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dumped = json.dumps(init_dict, indent=4)
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f.write(dumped)
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f.write("\n")
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class ArtifactList(list, Artifact):
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def fetch_artifact(name):
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if Artifact.is_artifact_file(name):
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return Artifact.load(name), None
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for artifactory in Artifactories():
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if name in artifactory:
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return artifactory[name], artifactory
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raise UnitxtArtifactNotFoundError(name, Artifactories().artifactories)
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def verbosed_fetch_artifact(identifer):
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artifact, artifactory = fetch_artifact(identifer)
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logging.info(f"Artifact {identifer} is fetched from {artifactory}")
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return artifact
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def maybe_recover_artifact(artifact):
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if isinstance(artifact, str):
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return verbosed_fetch_artifact(artifact)
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return artifact
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def register_all_artifacts(path):
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for loader, module_name, _is_pkg in pkgutil.walk_packages(path):
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logging.info(__name__)
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if module_name == __name__:
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continue
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logging.info(f"Loading {module_name}")
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# Import the module
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module = loader.find_module(module_name).load_module(module_name)
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# Iterate over every object in the module
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for _name, obj in inspect.getmembers(module):
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# Make sure the object is a class
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if inspect.isclass(obj):
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# Make sure the class is a subclass of Artifact (but not Artifact itself)
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if issubclass(obj, Artifact) and obj is not Artifact:
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logging.info(obj)
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