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| 1 | +# Copyright 2026 The Orbax Authors. |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +"""Checkpoint storage implementations.""" |
| 16 | + |
| 17 | +import abc |
| 18 | +import dataclasses |
| 19 | +import enum |
| 20 | + |
| 21 | +from absl import logging |
| 22 | +from etils import epath |
| 23 | +from orbax.checkpoint._src.path import atomicity_types |
| 24 | + |
| 25 | + |
| 26 | +@dataclasses.dataclass(frozen=True) |
| 27 | +class CheckpointPathMetadata: |
| 28 | + """Internal representation of checkpoint path metadata. |
| 29 | +
|
| 30 | + Attributes: |
| 31 | + path: The file system path of the checkpoint. |
| 32 | + status: The status of the checkpoint. |
| 33 | + version: The version of the checkpoint with an index and step number. (e.g. |
| 34 | + '1.step_1') |
| 35 | + tags: A list of tags associated with the checkpoint. Currently only |
| 36 | + supported for TFHub paths, for other paths this field will be `None`. |
| 37 | + """ |
| 38 | + |
| 39 | + class Status(enum.Enum): |
| 40 | + COMMITTED = 1 |
| 41 | + UNCOMMITTED = 2 |
| 42 | + |
| 43 | + path: str |
| 44 | + status: Status |
| 45 | + version: str | None |
| 46 | + tags: set[str] | None = None |
| 47 | + |
| 48 | + |
| 49 | +@dataclasses.dataclass(frozen=True) |
| 50 | +class CheckpointFilter: |
| 51 | + """Criteria for filtering checkpoints. |
| 52 | +
|
| 53 | + TODO: b/466312058 This class will contain fields for filtering checkpoints by |
| 54 | + various criteria. |
| 55 | + """ |
| 56 | + |
| 57 | + |
| 58 | +@dataclasses.dataclass(frozen=True) |
| 59 | +class CheckpointReadOptions: |
| 60 | + """Options for reading checkpoints. |
| 61 | +
|
| 62 | + Attributes: |
| 63 | + filter: Optional filter criteria for selecting checkpoints. |
| 64 | + enable_strong_reads: If True, enables strong read consistency when querying |
| 65 | + checkpoints. This may have performance implications but ensures the most |
| 66 | + up-to-date results. |
| 67 | + """ |
| 68 | + |
| 69 | + filter: CheckpointFilter | None = None |
| 70 | + enable_strong_reads: bool = False |
| 71 | + |
| 72 | + |
| 73 | +class StorageBackend(abc.ABC): |
| 74 | + """An abstract base class for a storage backend. |
| 75 | +
|
| 76 | + This class defines a common interface for managing checkpoint paths in |
| 77 | + different file systems. |
| 78 | + """ |
| 79 | + |
| 80 | + @abc.abstractmethod |
| 81 | + def list_checkpoints(self, base_path: str) -> list[CheckpointPathMetadata]: |
| 82 | + """Lists checkpoints for a given base path and version pattern.""" |
| 83 | + raise NotImplementedError('Subclasses must provide implementation') |
| 84 | + |
| 85 | + @abc.abstractmethod |
| 86 | + def get_temporary_path_class(self) -> type[atomicity_types.TemporaryPath]: |
| 87 | + """Returns a TemporaryPath class for the storage backend.""" |
| 88 | + raise NotImplementedError('Subclasses must provide implementation') |
| 89 | + |
| 90 | + @abc.abstractmethod |
| 91 | + def delete_checkpoint(self, checkpoint_path: str | epath.PathLike) -> None: |
| 92 | + """Deletes a checkpoint from the storage backend.""" |
| 93 | + raise NotImplementedError('Subclasses must provide implementation') |
| 94 | + |
| 95 | + |
| 96 | +class GCSStorageBackend(StorageBackend): |
| 97 | + """A StorageBackend implementation for GCS (Google Cloud Storage). |
| 98 | +
|
| 99 | + # TODO(b/425293362): Implement this class. |
| 100 | + """ |
| 101 | + |
| 102 | + def get_temporary_path_class(self) -> type[atomicity_types.TemporaryPath]: |
| 103 | + """Returns the final checkpoint path directly.""" |
| 104 | + raise NotImplementedError( |
| 105 | + 'get_temporary_path_class is not yet implemented for GCSStorageBackend.' |
| 106 | + ) |
| 107 | + |
| 108 | + def list_checkpoints(self, base_path: str) -> list[CheckpointPathMetadata]: |
| 109 | + """Lists checkpoints for a given base path and version pattern.""" |
| 110 | + raise NotImplementedError( |
| 111 | + 'list_checkpoints is not yet implemented for GCSStorageBackend.' |
| 112 | + ) |
| 113 | + |
| 114 | + def delete_checkpoint(self, checkpoint_path: str | epath.PathLike) -> None: |
| 115 | + """Deletes the checkpoint at the given path.""" |
| 116 | + raise NotImplementedError( |
| 117 | + 'delete_checkpoint is not yet implemented for GCSStorageBackend.' |
| 118 | + ) |
| 119 | + |
| 120 | + |
| 121 | +class LocalStorageBackend(StorageBackend): |
| 122 | + """A LocalStorageBackend implementation for local file systems. |
| 123 | +
|
| 124 | + # TODO(b/425293362): Implement this class. |
| 125 | + """ |
| 126 | + |
| 127 | + def get_temporary_path_class(self) -> type[atomicity_types.TemporaryPath]: |
| 128 | + """Returns the final checkpoint path directly.""" |
| 129 | + raise NotImplementedError( |
| 130 | + 'get_temporary_path_class is not yet implemented for' |
| 131 | + ' LocalStorageBackend.' |
| 132 | + ) |
| 133 | + |
| 134 | + def list_checkpoints(self, base_path: str) -> list[CheckpointPathMetadata]: |
| 135 | + """Lists checkpoints for a given base path and version pattern.""" |
| 136 | + raise NotImplementedError( |
| 137 | + 'list_checkpoints is not yet implemented for LocalStorageBackend.' |
| 138 | + ) |
| 139 | + |
| 140 | + def delete_checkpoint(self, checkpoint_path: str | epath.PathLike) -> None: |
| 141 | + """Deletes the checkpoint at the given path.""" |
| 142 | + try: |
| 143 | + epath.Path(checkpoint_path).rmtree() |
| 144 | + logging.info('Removed old checkpoint (%s)', checkpoint_path) |
| 145 | + except OSError: |
| 146 | + logging.exception('Failed to remove checkpoint (%s)', checkpoint_path) |
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