Parcourir la source

refactor: replace gevent threadpool with ProcessPoolExecutor in GPT2Tokenizer (#12316)

Signed-off-by: -LAN- <laipz8200@outlook.com>
tags/0.15.0
-LAN- il y a 10 mois
Parent
révision
6f5a8a33d9
Aucun compte lié à l'adresse e-mail de l'auteur

+ 4
- 4
api/core/model_runtime/model_providers/__base/tokenizers/gpt2_tokenzier.py Voir le fichier

@@ -1,13 +1,13 @@
from concurrent.futures import ProcessPoolExecutor
from os.path import abspath, dirname, join
from threading import Lock
from typing import Any, cast

import gevent.threadpool # type: ignore
from transformers import GPT2Tokenizer as TransformerGPT2Tokenizer # type: ignore

_tokenizer: Any = None
_lock = Lock()
_pool = gevent.threadpool.ThreadPool(1)
_executor = ProcessPoolExecutor(max_workers=1)


class GPT2Tokenizer:
@@ -22,8 +22,8 @@ class GPT2Tokenizer:

@staticmethod
def get_num_tokens(text: str) -> int:
future = _pool.spawn(GPT2Tokenizer._get_num_tokens_by_gpt2, text)
result = future.get(block=True)
future = _executor.submit(GPT2Tokenizer._get_num_tokens_by_gpt2, text)
result = future.result()
return cast(int, result)

@staticmethod

Chargement…
Annuler
Enregistrer