Russell Bryant e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628)
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-02-02 11:58:18 -08:00

75 lines
2.9 KiB
Python

# SPDX-License-Identifier: Apache-2.0
from abc import ABC, abstractmethod
from typing import Callable, List
from vllm.config import SchedulerConfig
from vllm.core.scheduler import Scheduler
from vllm.engine.output_processor.stop_checker import StopChecker
from vllm.sequence import Sequence, SequenceGroup, SequenceGroupOutput
from vllm.transformers_utils.detokenizer import Detokenizer
from vllm.transformers_utils.tokenizer import AnyTokenizer
from vllm.utils import Counter
class SequenceGroupOutputProcessor(ABC):
"""Interface for logic that processes new token ids in sequence groups,
managing detokenization, stop checking, and freeing/forking sequences with
the scheduler.
This is highly coupled with the LLMEngine and should be seen as an extension
of it. The logic is separated to simplify the LLMEngine class and allow
separate implementations for single-step decoding (which supports beam
search sequence forking) and multi-step decoding (which does not support
beam search, but does support speculative decoding).
"""
@staticmethod
def create_output_processor(
scheduler_config: SchedulerConfig,
detokenizer: Detokenizer,
scheduler: List[Scheduler],
seq_counter: Counter,
get_tokenizer_for_seq: Callable[[Sequence], AnyTokenizer],
stop_checker: "StopChecker",
):
"""Create an output processor.
This returns a single-step output processor if num_lookahead_slots is
zero, else returns a multi-step output processor.
"""
if scheduler_config.num_lookahead_slots == 0:
# Importing here to avoid cycle.
from vllm.engine.output_processor.single_step import (
SingleStepOutputProcessor)
return SingleStepOutputProcessor(scheduler_config, detokenizer,
scheduler, seq_counter,
stop_checker)
else:
# Importing here to avoid cycle.
from vllm.engine.output_processor.multi_step import (
MultiStepOutputProcessor)
return MultiStepOutputProcessor(
detokenizer,
scheduler,
seq_counter,
get_tokenizer_for_seq,
stop_checker,
)
@abstractmethod
def process_outputs(self, sequence_group: SequenceGroup,
outputs: List[SequenceGroupOutput],
is_async: bool) -> None:
"""Process new token ids for the sequence group. Handles logic such as
detokenization, stop checking, and freeing/forking sequences in the
scheduler.
"""
pass
@abstractmethod
def process_prompt_logprob(self, seq_group: SequenceGroup,
outputs: List[SequenceGroupOutput]) -> None:
"""Update prompt logprobs received from outputs to seq_group."""
pass