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1# Copyright 2026 Huawei Technologies Co., Ltd 

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"""Public API: skip_offload decorator for opaque offload regions. 

16 

17Delegates all interval recording or fast-path switching to the active 

18:class:`~offload.execution.base.BaseExecutor` via 

19:meth:`execute_opaque_op`. 

20""" 

21 

22from __future__ import annotations 

23 

24import functools 

25from collections.abc import Callable 

26from typing import Any, TypeVar 

27 

28from hyper_parallel.auto_parallel.hyper_offload.api.session import OffloadSession 

29 

30F = TypeVar("F", bound=Callable[..., Any]) 

31 

32 

33def skip_offload(fn: F) -> F: 

34 """Decorate a callable as a virtual op offload region. 

35 

36 The decorator wraps the function execution into a single "virtual op" 

37 in the execution trace, while suspending fine-grained tracing for 

38 internal operations. 

39 """ 

40 if not callable(fn): 

41 raise TypeError("skip_offload only supports decorator usage") 

42 

43 @functools.wraps(fn) 

44 def wrapper(*args: Any, **kwargs: Any) -> Any: 

45 """Wrap the function to skip offloading.""" 

46 session: OffloadSession | None = OffloadSession.get_active() 

47 if session is None: 

48 return fn(*args, **kwargs) 

49 

50 return session.executor.execute_opaque_op(fn.__name__, fn, args, kwargs) 

51 

52 return wrapper