from abc import ABC, abstractmethod, abstractproperty from typing import Dict, List, Optional, Protocol from aphrodite.common.utils import Device class Block(ABC): @abstractmethod def append_token_ids(self, token_ids: List[int]) -> None: pass @abstractproperty def block_id(self) -> Optional[int]: pass @abstractproperty def token_ids(self) -> List[int]: pass @abstractproperty def num_empty_slots(self) -> int: pass @abstractproperty def is_full(self) -> bool: pass @abstractproperty def prev_block(self) -> Optional["Block"]: pass class Factory(Protocol): @abstractmethod def __call__( self, prev_block: Optional["Block"], token_ids: List[int], block_size: int, allocator: "BlockAllocator", block_id: Optional[int] = None, ) -> "Block": pass class BlockAllocator(ABC): @abstractmethod def allocate_mutable(self, prev_block: Optional[Block]) -> Block: pass @abstractmethod def allocate_immutable(self, prev_block: Optional[Block], token_ids: List[int]) -> Block: pass @abstractmethod def free(self, block: Block) -> None: pass @abstractmethod def fork(self, last_block: Block) -> List[Block]: pass @abstractmethod def get_num_free_blocks(self) -> int: pass @abstractproperty def all_block_ids(self) -> frozenset[int]: pass @abstractmethod def clear_copy_on_writes(self) -> Dict[int, List[int]]: pass @abstractmethod def mark_blocks_as_computed(self) -> None: pass @abstractmethod def get_common_computed_block_ids( self, seq_block_ids: List[List[int]]) -> List[int]: pass class NoFreeBlocksError(ValueError): pass class DeviceAwareBlockAllocator(BlockAllocator): @abstractmethod def allocate_mutable(self, prev_block: Optional[Block], device: Device) -> Block: pass @abstractmethod def allocate_immutable(self, prev_block: Optional[Block], token_ids: List[int], device: Device) -> Block: pass @abstractmethod def get_num_free_blocks(self, device: Device) -> int: pass