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from typing import List, Optional, Union

from pydantic import BaseModel, Field

TokenIdType = int


# TODO: move these to common for all LLMs once we adopt dynamo-run
# derived from lib/llm/src/protocols/common/preprocessor.rs
class StopConditions(BaseModel):
    max_tokens: Optional[int] = None
    stop: Optional[List[str]] = None
    stop_token_ids_hidden: Optional[List[TokenIdType]] = None
    min_tokens: Optional[int] = None
    ignore_eos: Optional[bool] = None


class SamplingOptions(BaseModel):
    n: Optional[int] = None
    best_of: Optional[int] = None
    presence_penalty: Optional[float] = None
    frequency_penalty: Optional[float] = None
    repetition_penalty: Optional[float] = None
    temperature: Optional[float] = None
    top_p: Optional[float] = None
    top_k: Optional[int] = None
    min_p: Optional[float] = None
    use_beam_search: Optional[bool] = None
    length_penalty: Optional[float] = None
    seed: Optional[int] = None


class PreprocessedRequest(BaseModel):
    token_ids: List[TokenIdType]
    batch_token_ids: Optional[List[List[TokenIdType]]] = None
    stop_conditions: StopConditions
    sampling_options: SamplingOptions
    eos_token_ids: List[TokenIdType] = Field(default_factory=list)
    mdc_sum: Optional[str] = None
    annotations: List[str] = Field(default_factory=list)


class DisaggPreprocessedRequest(BaseModel):
    request: PreprocessedRequest
    sampling_params: dict
    bootstrap_host: Union[str, List[str]]
    bootstrap_port: Union[int, List[int]]
    bootstrap_room: Union[int, List[int]]
    data_parallel_rank: Optional[int] = None
