# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project from __future__ import annotations import hashlib import pickle from collections.abc import Callable from typing import Any import cbor2 def sha256(input: Any) -> bytes: """Hash any picklable Python object using SHA-256. The input is serialized using pickle before hashing, which allows arbitrary Python objects to be used. Note that this function does not use a hash seed—if you need one, prepend it explicitly to the input. Args: input: Any picklable Python object. Returns: Bytes representing the SHA-256 hash of the serialized input. """ input_bytes = pickle.dumps(input, protocol=pickle.HIGHEST_PROTOCOL) return hashlib.sha256(input_bytes).digest() def sha256_cbor(input: Any) -> bytes: """Hash objects using CBOR serialization and SHA-256. This option is useful for non-Python-dependent serialization and hashing. Args: input: Object to be serialized and hashed. Supported types include basic Python types and complex structures like lists, tuples, and dictionaries. Custom classes must implement CBOR serialization methods. Returns: Bytes representing the SHA-256 hash of the CBOR serialized input. """ input_bytes = cbor2.dumps(input, canonical=True) return hashlib.sha256(input_bytes).digest() def get_hash_fn_by_name(hash_fn_name: str) -> Callable[[Any], bytes]: """Get a hash function by name, or raise an error if the function is not found. Args: hash_fn_name: Name of the hash function. Returns: A hash function. """ if hash_fn_name == "sha256": return sha256 if hash_fn_name == "sha256_cbor": return sha256_cbor raise ValueError(f"Unsupported hash function: {hash_fn_name}")