import json
import re
import logging
from typing import Optional, AsyncGenerator

logger = logging.getLogger('app')

SENTENCE_END_RE = re.compile(r'[。！？；\n.!?;]')


class StreamTagFilter:
    """
    Filters streaming text based on tag blocks.
    Only passes through content inside [ANSWER] blocks.
    If no tags are found at all, passes through everything (fallback).
    Skips content inside [TOOL_CALL], [TOOL_RESPONSE], [THINK], [SOURCE], etc.
    """

    SKIP_TAGS = {"TOOL_CALL", "TOOL_RESPONSE", "THINK", "SOURCE", "REFERENCE"}
    KNOWN_TAGS = {"ANSWER", "TOOL_CALL", "TOOL_RESPONSE", "THINK", "SOURCE", "REFERENCE", "PREAMBLE", "SUMMARY"}

    def __init__(self):
        self.state = "idle"  # idle, answer, skip
        self.found_any_tag = False
        self._pending = ""
        self.answer_ended = False

    def feed(self, chunk: str) -> str:
        """Feed a chunk, return text that should be passed to TTS."""
        self.answer_ended = False
        self._pending += chunk
        output = []

        while self._pending:
            if self.state in ("idle", "answer"):
                bracket_pos = self._pending.find("[")
                if bracket_pos == -1:
                    if self.state == "answer" or not self.found_any_tag:
                        output.append(self._pending)
                    self._pending = ""
                else:
                    before = self._pending[:bracket_pos]
                    if before and (self.state == "answer" or not self.found_any_tag):
                        output.append(before)

                    close_pos = self._pending.find("]", bracket_pos)
                    if close_pos == -1:
                        self._pending = self._pending[bracket_pos:]
                        break

                    tag_name = self._pending[bracket_pos + 1:close_pos]
                    self._pending = self._pending[close_pos + 1:]

                    if tag_name not in self.KNOWN_TAGS:
                        if self.state == "answer" or not self.found_any_tag:
                            output.append(f"[{tag_name}]")
                        continue

                    self.found_any_tag = True
                    if tag_name == "ANSWER":
                        self.state = "answer"
                    else:
                        if self.state == "answer":
                            self.answer_ended = True
                        self.state = "skip"

            elif self.state == "skip":
                bracket_pos = self._pending.find("[")
                if bracket_pos == -1:
                    self._pending = ""
                else:
                    close_pos = self._pending.find("]", bracket_pos)
                    if close_pos == -1:
                        self._pending = self._pending[bracket_pos:]
                        break

                    tag_name = self._pending[bracket_pos + 1:close_pos]
                    self._pending = self._pending[close_pos + 1:]

                    if tag_name not in self.KNOWN_TAGS:
                        continue

                    if tag_name == "ANSWER":
                        self.state = "answer"
                    else:
                        self.state = "skip"

        return "".join(output)


def clean_markdown(text: str) -> str:
    """Strip Markdown formatting characters for TTS readability."""
    text = re.sub(r'!\[([^\]]*)\]\([^)]*\)', r'\1', text)
    text = re.sub(r'\[([^\]]*)\]\([^)]*\)', r'\1', text)
    text = re.sub(r'#{1,6}\s*', '', text)
    text = re.sub(r'\*{1,3}|_{1,3}|~~|`{1,3}', '', text)
    text = re.sub(r'^>\s*', '', text, flags=re.MULTILINE)
    text = re.sub(r'^\s*[-*+]\s+', '', text, flags=re.MULTILINE)
    text = re.sub(r'^\s*\d+\.\s+', '', text, flags=re.MULTILINE)
    text = re.sub(r'^[\s]*[-*_]{3,}[\s]*$', '', text, flags=re.MULTILINE)
    text = re.sub(r'\n{2,}', '\n', text)
    return text.strip()


async def stream_v3_agent(
    user_text: str,
    bot_id: str,
    bot_config: dict,
    session_id: str,
    user_identifier: str,
) -> AsyncGenerator[str, None]:
    """Call v3 agent API in streaming mode, yield text chunks as they arrive."""
    import asyncio
    try:
        from utils.api_models import ChatRequestV3, Message
        from utils.fastapi_utils import (
            process_messages,
            create_project_directory,
        )
        from agent.agent_config import AgentConfig
        from routes.chat import enhanced_generate_stream_response

        language = bot_config.get("language", "zh")
        messages_obj = [Message(role="user", content=user_text)]

        request = ChatRequestV3(
            messages=messages_obj,
            bot_id=bot_id,
            stream=True,
            session_id=session_id,
            user_identifier=user_identifier,
        )

        project_dir = create_project_directory(
            bot_config.get("dataset_ids", []),
            bot_id,
            bot_config.get("skills", []),
        )

        processed_messages = process_messages(messages_obj, language)

        config = await AgentConfig.from_v3_request(
            request,
            bot_config,
            project_dir,
            processed_messages,
            language,
        )
        config.stream = True

        async for sse_line in enhanced_generate_stream_response(config):
            if not sse_line or not sse_line.startswith("data: "):
                continue
            data_str = sse_line.strip().removeprefix("data: ")
            if data_str == "[DONE]":
                break
            try:
                data = json.loads(data_str)
                choices = data.get("choices", [])
                if choices:
                    delta = choices[0].get("delta", {})
                    content = delta.get("content", "")
                    if content:
                        yield content
            except (json.JSONDecodeError, KeyError):
                continue

    except asyncio.CancelledError:
        logger.info(f"[Voice] v3 agent call cancelled")
        raise
    except Exception as e:
        logger.error(f"[Voice] Error calling v3 agent: {e}", exc_info=True)