from collections.abc import Callable

from open_webui.utils.json_codec import JSONCodec


ASK_USER_NAME = 'ask_user'


def get_ask_user_tool_call(tool_calls: list[dict]) -> tuple[dict | None, str | None]:
    ask_user_calls = [
        tool_call for tool_call in tool_calls if tool_call.get('function', {}).get('name') == ASK_USER_NAME
    ]
    if not ask_user_calls:
        return None, None
    if len(tool_calls) != 1:
        return ask_user_calls[0], 'Error: ask_user must be called by itself after research.'
    if len(ask_user_calls) != 1:
        return ask_user_calls[0], 'Error: only one ask_user call is allowed per turn.'
    return ask_user_calls[0], None


def normalize_ask_user_request(arguments: dict) -> dict:
    questions = arguments.get('questions')
    if not isinstance(questions, list) or not 1 <= len(questions) <= 3:
        raise ValueError('ask_user requires 1-3 questions.')

    normalized_questions = []
    seen_ids = set()
    allow_other = bool(arguments.get('allow_other', True))
    for index, question in enumerate(questions):
        if not isinstance(question, dict):
            raise ValueError('Each question must be an object.')

        question_id = str(question.get('id') or '').strip()[:64]
        if not question_id:
            raise ValueError('Each question requires a non-empty id.')
        if question_id in seen_ids:
            raise ValueError(f'Duplicate question id: {question_id}')
        seen_ids.add(question_id)

        options = question.get('options')
        if not isinstance(options, list) or not 2 <= len(options) <= 3:
            raise ValueError('Each question requires 2-3 options.')

        normalized_options = []
        for option in options:
            if not isinstance(option, dict):
                raise ValueError('Each option must be an object.')
            label = str(option.get('label') or '').strip()[:80]
            description = str(option.get('description') or '').strip()[:240]
            if not label or not description:
                raise ValueError('Each option requires a label and description.')
            normalized_options.append({'label': label, 'description': description})

        question_text = str(question.get('question') or '').strip()[:500]
        if not question_text:
            raise ValueError('Each question requires question text.')

        normalized_questions.append(
            {
                'id': question_id,
                'header': str(question.get('header') or '').strip()[:48] or f'Question {index + 1}',
                'question': question_text,
                'options': normalized_options,
                'allow_other': bool(question.get('allow_other', allow_other)),
            }
        )

    timeout_ms = arguments.get('timeout_ms', 120_000)
    if isinstance(timeout_ms, bool) or not isinstance(timeout_ms, int) or not 60_000 <= timeout_ms <= 240_000:
        timeout_ms = 120_000

    return {
        'questions': normalized_questions,
        'allow_other': allow_other,
        'timeout_ms': timeout_ms,
    }


def stage_ask_user_tool_call(
    tool_calls: list[dict],
    output: list[dict],
    make_output_id: Callable[[str], str],
) -> dict | None:
    tool_call, error = get_ask_user_tool_call(tool_calls)
    if not tool_call:
        return None

    call_id = tool_call.get('id') or make_output_id('fc')
    raw_arguments = tool_call.get('function', {}).get('arguments', '{}')
    arguments = raw_arguments

    if not error:
        try:
            parsed_arguments = JSONCodec.loads(raw_arguments or '{}')
            if not isinstance(parsed_arguments, dict):
                raise ValueError('ask_user arguments must be an object.')
            arguments = JSONCodec.dumps(normalize_ask_user_request(parsed_arguments))
        except (JSONCodec.JSONDecodeError, TypeError, ValueError) as exc:
            error = f'Error: {exc}'

    item = {
        'type': 'function_call',
        'id': call_id or make_output_id('fc'),
        'call_id': call_id,
        'name': ASK_USER_NAME,
        'arguments': arguments,
        'status': 'completed' if error else 'pending',
    }

    existing_item = next(
        (
            existing
            for existing in output
            if existing.get('type') == 'function_call'
            and (
                existing.get('call_id') == call_id
                or existing.get('id') == tool_call.get('id')
                or (
                    not existing.get('call_id')
                    and existing.get('name') == ASK_USER_NAME
                    and existing.get('status') not in {'rejected', 'failed'}
                )
            )
        ),
        None,
    )
    if existing_item:
        existing_item.update(item)
    else:
        output.append(item)

    if error:
        output.append(
            {
                'type': 'function_call_output',
                'id': make_output_id('fco'),
                'call_id': call_id,
                'output': [{'type': 'input_text', 'text': error}],
                'status': 'completed',
            }
        )

    return {'call_id': call_id, 'error': error, 'item': item}