feat: Add Clickzetta Lakehouse vector database integration (#22551)
Co-authored-by: Claude <noreply@anthropic.com>
This commit is contained in:
yunqiqiliang
516
api/extensions/storage/clickzetta_volume/file_lifecycle.py
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516
api/extensions/storage/clickzetta_volume/file_lifecycle.py
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@@ -0,0 +1,516 @@
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"""ClickZetta Volume文件生命周期管理
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该模块提供文件版本控制、自动清理、备份和恢复等生命周期管理功能。
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支持知识库文件的完整生命周期管理。
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"""
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import json
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import logging
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from dataclasses import asdict, dataclass
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from datetime import datetime, timedelta
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from enum import Enum
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from typing import Any, Optional
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logger = logging.getLogger(__name__)
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class FileStatus(Enum):
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"""文件状态枚举"""
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ACTIVE = "active" # 活跃状态
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ARCHIVED = "archived" # 已归档
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DELETED = "deleted" # 已删除（软删除）
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BACKUP = "backup" # 备份文件
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@dataclass
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class FileMetadata:
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"""文件元数据"""
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filename: str
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size: int | None
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created_at: datetime
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modified_at: datetime
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version: int | None
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status: FileStatus
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checksum: Optional[str] = None
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tags: Optional[dict[str, str]] = None
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parent_version: Optional[int] = None
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def to_dict(self) -> dict:
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"""转换为字典格式"""
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data = asdict(self)
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data["created_at"] = self.created_at.isoformat()
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data["modified_at"] = self.modified_at.isoformat()
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data["status"] = self.status.value
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return data
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@classmethod
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def from_dict(cls, data: dict) -> "FileMetadata":
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"""从字典创建实例"""
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data = data.copy()
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data["created_at"] = datetime.fromisoformat(data["created_at"])
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data["modified_at"] = datetime.fromisoformat(data["modified_at"])
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data["status"] = FileStatus(data["status"])
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return cls(**data)
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class FileLifecycleManager:
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"""文件生命周期管理器"""
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def __init__(self, storage, dataset_id: Optional[str] = None):
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"""初始化生命周期管理器
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Args:
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storage: ClickZetta Volume存储实例
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dataset_id: 数据集ID（用于Table Volume）
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"""
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self._storage = storage
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self._dataset_id = dataset_id
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self._metadata_file = ".dify_file_metadata.json"
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self._version_prefix = ".versions/"
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self._backup_prefix = ".backups/"
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self._deleted_prefix = ".deleted/"
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# 获取权限管理器（如果存在）
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self._permission_manager: Optional[Any] = getattr(storage, "_permission_manager", None)
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def save_with_lifecycle(self, filename: str, data: bytes, tags: Optional[dict[str, str]] = None) -> FileMetadata:
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"""保存文件并管理生命周期
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Args:
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filename: 文件名
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data: 文件内容
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tags: 文件标签
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Returns:
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文件元数据
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"""
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# 权限检查
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if not self._check_permission(filename, "save"):
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from .volume_permissions import VolumePermissionError
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raise VolumePermissionError(
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f"Permission denied for lifecycle save operation on file: {filename}",
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operation="save",
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volume_type=getattr(self._storage, "_config", {}).get("volume_type", "unknown"),
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dataset_id=self._dataset_id,
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)
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try:
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# 1. 检查是否存在旧版本
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metadata_dict = self._load_metadata()
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current_metadata = metadata_dict.get(filename)
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# 2. 如果存在旧版本，创建版本备份
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if current_metadata:
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self._create_version_backup(filename, current_metadata)
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# 3. 计算文件信息
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now = datetime.now()
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checksum = self._calculate_checksum(data)
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new_version = (current_metadata["version"] + 1) if current_metadata else 1
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# 4. 保存新文件
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self._storage.save(filename, data)
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# 5. 创建元数据
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created_at = now
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parent_version = None
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if current_metadata:
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# 如果created_at是字符串，转换为datetime
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if isinstance(current_metadata["created_at"], str):
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created_at = datetime.fromisoformat(current_metadata["created_at"])
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else:
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created_at = current_metadata["created_at"]
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parent_version = current_metadata["version"]
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file_metadata = FileMetadata(
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filename=filename,
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size=len(data),
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created_at=created_at,
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modified_at=now,
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version=new_version,
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status=FileStatus.ACTIVE,
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checksum=checksum,
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tags=tags or {},
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parent_version=parent_version,
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)
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# 6. 更新元数据
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metadata_dict[filename] = file_metadata.to_dict()
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self._save_metadata(metadata_dict)
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logger.info("File %s saved with lifecycle management, version %s", filename, new_version)
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return file_metadata
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except Exception as e:
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logger.exception("Failed to save file with lifecycle")
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raise
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def get_file_metadata(self, filename: str) -> Optional[FileMetadata]:
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"""获取文件元数据
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Args:
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filename: 文件名
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Returns:
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文件元数据，如果不存在返回None
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"""
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try:
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metadata_dict = self._load_metadata()
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if filename in metadata_dict:
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return FileMetadata.from_dict(metadata_dict[filename])
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return None
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except Exception as e:
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logger.exception("Failed to get file metadata for %s", filename)
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return None
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def list_file_versions(self, filename: str) -> list[FileMetadata]:
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"""列出文件的所有版本
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Args:
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filename: 文件名
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Returns:
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文件版本列表，按版本号排序
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"""
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try:
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versions = []
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# 获取当前版本
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current_metadata = self.get_file_metadata(filename)
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if current_metadata:
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versions.append(current_metadata)
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# 获取历史版本
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version_pattern = f"{self._version_prefix}{filename}.v*"
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try:
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version_files = self._storage.scan(self._dataset_id or "", files=True)
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for file_path in version_files:
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if file_path.startswith(f"{self._version_prefix}{filename}.v"):
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# 解析版本号
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version_str = file_path.split(".v")[-1].split(".")[0]
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try:
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version_num = int(version_str)
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# 这里简化处理，实际应该从版本文件中读取元数据
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# 暂时创建基本的元数据信息
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except ValueError:
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continue
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except:
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# 如果无法扫描版本文件，只返回当前版本
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pass
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return sorted(versions, key=lambda x: x.version or 0, reverse=True)
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except Exception as e:
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logger.exception("Failed to list file versions for %s", filename)
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return []
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def restore_version(self, filename: str, version: int) -> bool:
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"""恢复文件到指定版本
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Args:
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filename: 文件名
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version: 要恢复的版本号
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Returns:
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恢复是否成功
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"""
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try:
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version_filename = f"{self._version_prefix}{filename}.v{version}"
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# 检查版本文件是否存在
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if not self._storage.exists(version_filename):
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logger.warning("Version %s of %s not found", version, filename)
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return False
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# 读取版本文件内容
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version_data = self._storage.load_once(version_filename)
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# 保存当前版本为备份
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current_metadata = self.get_file_metadata(filename)
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if current_metadata:
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self._create_version_backup(filename, current_metadata.to_dict())
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# 恢复文件
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self.save_with_lifecycle(filename, version_data, {"restored_from": str(version)})
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return True
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except Exception as e:
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logger.exception("Failed to restore %s to version %s", filename, version)
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return False
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def archive_file(self, filename: str) -> bool:
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"""归档文件
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Args:
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filename: 文件名
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Returns:
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归档是否成功
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"""
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# 权限检查
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if not self._check_permission(filename, "archive"):
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logger.warning("Permission denied for archive operation on file: %s", filename)
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return False
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try:
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# 更新文件状态为归档
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metadata_dict = self._load_metadata()
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if filename not in metadata_dict:
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logger.warning("File %s not found in metadata", filename)
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return False
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metadata_dict[filename]["status"] = FileStatus.ARCHIVED.value
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metadata_dict[filename]["modified_at"] = datetime.now().isoformat()
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self._save_metadata(metadata_dict)
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logger.info("File %s archived successfully", filename)
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return True
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except Exception as e:
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logger.exception("Failed to archive file %s", filename)
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return False
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def soft_delete_file(self, filename: str) -> bool:
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"""软删除文件（移动到删除目录）
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Args:
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filename: 文件名
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Returns:
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删除是否成功
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"""
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# 权限检查
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if not self._check_permission(filename, "delete"):
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logger.warning("Permission denied for soft delete operation on file: %s", filename)
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return False
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try:
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# 检查文件是否存在
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if not self._storage.exists(filename):
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logger.warning("File %s not found", filename)
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return False
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# 读取文件内容
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file_data = self._storage.load_once(filename)
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# 移动到删除目录
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deleted_filename = f"{self._deleted_prefix}{filename}.{datetime.now().strftime('%Y%m%d_%H%M%S')}"
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self._storage.save(deleted_filename, file_data)
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# 删除原文件
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self._storage.delete(filename)
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# 更新元数据
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metadata_dict = self._load_metadata()
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if filename in metadata_dict:
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metadata_dict[filename]["status"] = FileStatus.DELETED.value
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metadata_dict[filename]["modified_at"] = datetime.now().isoformat()
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self._save_metadata(metadata_dict)
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logger.info("File %s soft deleted successfully", filename)
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return True
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except Exception as e:
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logger.exception("Failed to soft delete file %s", filename)
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return False
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def cleanup_old_versions(self, max_versions: int = 5, max_age_days: int = 30) -> int:
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"""清理旧版本文件
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Args:
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max_versions: 保留的最大版本数
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max_age_days: 版本文件的最大保留天数
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Returns:
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清理的文件数量
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"""
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try:
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cleaned_count = 0
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cutoff_date = datetime.now() - timedelta(days=max_age_days)
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# 获取所有版本文件
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try:
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all_files = self._storage.scan(self._dataset_id or "", files=True)
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version_files = [f for f in all_files if f.startswith(self._version_prefix)]
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# 按文件分组
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file_versions: dict[str, list[tuple[int, str]]] = {}
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for version_file in version_files:
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# 解析文件名和版本
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parts = version_file[len(self._version_prefix) :].split(".v")
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if len(parts) >= 2:
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base_filename = parts[0]
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version_part = parts[1].split(".")[0]
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try:
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version_num = int(version_part)
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if base_filename not in file_versions:
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file_versions[base_filename] = []
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file_versions[base_filename].append((version_num, version_file))
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except ValueError:
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continue
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# 清理每个文件的旧版本
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for base_filename, versions in file_versions.items():
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# 按版本号排序
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versions.sort(key=lambda x: x[0], reverse=True)
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# 保留最新的max_versions个版本，删除其余的
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if len(versions) > max_versions:
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to_delete = versions[max_versions:]
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for version_num, version_file in to_delete:
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self._storage.delete(version_file)
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cleaned_count += 1
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logger.debug("Cleaned old version: %s", version_file)
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logger.info("Cleaned %d old version files", cleaned_count)
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except Exception as e:
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logger.warning("Could not scan for version files: %s", e)
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return cleaned_count
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except Exception as e:
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logger.exception("Failed to cleanup old versions")
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return 0
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def get_storage_statistics(self) -> dict[str, Any]:
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"""获取存储统计信息
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Returns:
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存储统计字典
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"""
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try:
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metadata_dict = self._load_metadata()
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stats: dict[str, Any] = {
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"total_files": len(metadata_dict),
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"active_files": 0,
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"archived_files": 0,
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"deleted_files": 0,
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"total_size": 0,
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"versions_count": 0,
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"oldest_file": None,
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"newest_file": None,
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}
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oldest_date = None
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newest_date = None
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for filename, metadata in metadata_dict.items():
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file_meta = FileMetadata.from_dict(metadata)
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# 统计文件状态
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if file_meta.status == FileStatus.ACTIVE:
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stats["active_files"] = (stats["active_files"] or 0) + 1
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elif file_meta.status == FileStatus.ARCHIVED:
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stats["archived_files"] = (stats["archived_files"] or 0) + 1
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elif file_meta.status == FileStatus.DELETED:
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stats["deleted_files"] = (stats["deleted_files"] or 0) + 1
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# 统计大小
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stats["total_size"] = (stats["total_size"] or 0) + (file_meta.size or 0)
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# 统计版本
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stats["versions_count"] = (stats["versions_count"] or 0) + (file_meta.version or 0)
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# 找出最新和最旧的文件
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if oldest_date is None or file_meta.created_at < oldest_date:
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oldest_date = file_meta.created_at
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stats["oldest_file"] = filename
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if newest_date is None or file_meta.modified_at > newest_date:
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newest_date = file_meta.modified_at
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stats["newest_file"] = filename
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return stats
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except Exception as e:
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logger.exception("Failed to get storage statistics")
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return {}
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def _create_version_backup(self, filename: str, metadata: dict):
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"""创建版本备份"""
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try:
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# 读取当前文件内容
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current_data = self._storage.load_once(filename)
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# 保存为版本文件
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version_filename = f"{self._version_prefix}{filename}.v{metadata['version']}"
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self._storage.save(version_filename, current_data)
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logger.debug("Created version backup: %s", version_filename)
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except Exception as e:
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logger.warning("Failed to create version backup for %s: %s", filename, e)
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def _load_metadata(self) -> dict[str, Any]:
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"""加载元数据文件"""
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try:
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if self._storage.exists(self._metadata_file):
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metadata_content = self._storage.load_once(self._metadata_file)
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result = json.loads(metadata_content.decode("utf-8"))
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return dict(result) if result else {}
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else:
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return {}
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except Exception as e:
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logger.warning("Failed to load metadata: %s", e)
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return {}
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def _save_metadata(self, metadata_dict: dict):
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"""保存元数据文件"""
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try:
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metadata_content = json.dumps(metadata_dict, indent=2, ensure_ascii=False)
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self._storage.save(self._metadata_file, metadata_content.encode("utf-8"))
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||||
logger.debug("Metadata saved successfully")
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||||
except Exception as e:
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logger.exception("Failed to save metadata")
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raise
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||||
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||||
def _calculate_checksum(self, data: bytes) -> str:
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||||
"""计算文件校验和"""
|
||||
import hashlib
|
||||
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||||
return hashlib.md5(data).hexdigest()
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||||
|
||||
def _check_permission(self, filename: str, operation: str) -> bool:
|
||||
"""检查文件操作权限
|
||||
|
||||
Args:
|
||||
filename: 文件名
|
||||
operation: 操作类型
|
||||
|
||||
Returns:
|
||||
True if permission granted, False otherwise
|
||||
"""
|
||||
# 如果没有权限管理器，默认允许
|
||||
if not self._permission_manager:
|
||||
return True
|
||||
|
||||
try:
|
||||
# 根据操作类型映射到权限
|
||||
operation_mapping = {
|
||||
"save": "save",
|
||||
"load": "load_once",
|
||||
"delete": "delete",
|
||||
"archive": "delete", # 归档需要删除权限
|
||||
"restore": "save", # 恢复需要写权限
|
||||
"cleanup": "delete", # 清理需要删除权限
|
||||
"read": "load_once",
|
||||
"write": "save",
|
||||
}
|
||||
|
||||
mapped_operation = operation_mapping.get(operation, operation)
|
||||
|
||||
# 检查权限
|
||||
result = self._permission_manager.validate_operation(mapped_operation, self._dataset_id)
|
||||
return bool(result)
|
||||
|
||||
except Exception as e:
|
||||
logger.exception("Permission check failed for %s operation %s", filename, operation)
|
||||
# 安全默认：权限检查失败时拒绝访问
|
||||
return False
|
||||
Reference in New Issue
Block a user