Source code for renku.core.interface.storage

# -*- coding: utf-8 -*-
#
# Copyright 2017-2022 - Swiss Data Science Center (SDSC)
# A partnership between École Polytechnique Fédérale de Lausanne (EPFL) and
# Eidgenössische Technische Hochschule Zürich (ETHZ).
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
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"""External storage interface."""

import abc
from dataclasses import dataclass
from pathlib import Path
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union

if TYPE_CHECKING:
    from renku.core.dataset.providers.api import ProviderApi, ProviderCredentials


[docs]@dataclass class FileHash: """The has for a file at a specific location.""" base_uri: str path: str hash: Optional[str] = None hash_type: Optional[str] = None modified_datetime: Optional[str] = None @property def full_uri(self) -> str: """Return the full uri to the file.""" return str(Path(self.base_uri) / Path(self.path))
[docs]class IStorageFactory(abc.ABC): """Interface to get an external storage."""
[docs] @staticmethod @abc.abstractmethod def get_storage(provider: "ProviderApi", credentials: "ProviderCredentials") -> "IStorage": """Return a storage that handles provider.""" raise NotImplementedError
[docs]class IStorage(abc.ABC): """Interface for the external storage handler.""" def __init__(self, provider: "ProviderApi", credentials: "ProviderCredentials"): self._provider: "ProviderApi" = provider self._credentials: "ProviderCredentials" = credentials @property def credentials(self) -> "ProviderCredentials": """Return the provider credentials for this storage handler.""" return self._credentials @property def provider(self) -> "ProviderApi": """Return the dataset provider for this storage handler.""" return self._provider
[docs] @abc.abstractmethod def copy(self, uri: str, destination: Union[Path, str]) -> None: """Copy data from ``uri`` to ``destination``.""" raise NotImplementedError
[docs] @abc.abstractmethod def exists(self, uri: str) -> bool: """Checks if a remote storage URI exists.""" raise NotImplementedError
[docs] @abc.abstractmethod def get_configurations(self) -> Dict[str, str]: """Get required configurations to access the storage.""" raise NotImplementedError
[docs] @abc.abstractmethod def get_hashes(self, uri: str, hash_type: str = "md5") -> List[FileHash]: """Get the hashes of all files at the uri.""" raise NotImplementedError
[docs] @abc.abstractmethod def mount(self, path: Union[Path, str]) -> None: """Mount the provider's URI to the given path.""" raise NotImplementedError
[docs] @abc.abstractmethod def run_rclone_command(self, command: str, uri: str, *args, **kwargs) -> Any: """Run a RClone command by possibly add storage-specific flags."""