from collections.abc import Sequence
from typing import Optional, Union

from transformers import PreTrainedTokenizerBase

from aphrodite.endpoints.openai.protocol import (ChatCompletionRequest,
                                                 DeltaMessage)
from aphrodite.reasoning import ReasoningParser, ReasoningParserManager


@ReasoningParserManager.register_module("GptOss")
class GptOssReasoningParser(ReasoningParser):
    """
    Reasoning parser for GptOss model.

    The GptOss model uses harmony to extract reasoning content and this parser
    is only used for detecting the end of the reasoning content.
    """

    def __init__(self, tokenizer: PreTrainedTokenizerBase):
        super().__init__(tokenizer)
        self.reasoning_end_token_ids = self.model_tokenizer.encode(
            "<|start|>assistant<|channel|>final<|message|>")

    def is_reasoning_end(self, input_ids: list[int]) -> bool:
        end_token_ids = self.reasoning_end_token_ids
        assert len(end_token_ids) > 0, "reasoning_end_token_ids is empty"
        # Check if the end sequence is present in the input_ids.
        # We search from the end of input_ids to find the last match.
        for i in range(len(input_ids) - len(end_token_ids), -1, -1):
            if input_ids[i:i + len(end_token_ids)] == end_token_ids:
                return True
        return False

    def extract_content_ids(self, input_ids: list[int]) -> list[int]:
        raise RuntimeError(
            "GptOss model uses harmony to extract reasoning content. This "
            "function should not be called.")

    def extract_reasoning_content_streaming(
        self,
        previous_text: str,
        current_text: str,
        delta_text: str,
        previous_token_ids: Sequence[int],
        current_token_ids: Sequence[int],
        delta_token_ids: Sequence[int],
    ) -> Union[DeltaMessage, None]:
        raise RuntimeError(
            "GptOss model uses harmony to extract reasoning content. This "
            "function should not be called.")

    def extract_reasoning_content(
            self, model_output: str, request: ChatCompletionRequest
    ) -> tuple[Optional[str], Optional[str]]:
        raise RuntimeError(
            "GptOss model uses harmony to extract reasoning content. This "
            "function should not be called.")
