import logging
from pathlib import Path
from typing import Optional
import time
import re
import aiohttp
from open_webui.env import AIOHTTP_CLIENT_TIMEOUT
from open_webui.models.groups import Groups
from pydantic import BaseModel, HttpUrl
from fastapi import APIRouter, Depends, HTTPException, Request, status
from sqlalchemy.orm import Session
from open_webui.internal.db import get_session


from open_webui.models.oauth_sessions import OAuthSessions
from open_webui.models.tools import (
    ToolForm,
    ToolModel,
    ToolResponse,
    ToolUserResponse,
    ToolAccessResponse,
    Tools,
)
from open_webui.models.access_grants import AccessGrants
from open_webui.utils.plugin import (
    load_tool_module_by_id,
    replace_imports,
    get_tool_module_from_cache,
    resolve_valves_schema_options,
)
from open_webui.utils.tools import get_tool_specs
from open_webui.utils.auth import get_admin_user, get_verified_user
from open_webui.utils.access_control import (
    has_permission,
    has_access,
    filter_allowed_access_grants,
)
from open_webui.utils.tools import get_tool_servers

from open_webui.config import CACHE_DIR, BYPASS_ADMIN_ACCESS_CONTROL
from open_webui.constants import ERROR_MESSAGES

log = logging.getLogger(__name__)


router = APIRouter()


def get_tool_module(request, tool_id, load_from_db=True):
    """
    Get the tool module by its ID.
    """
    tool_module, _ = get_tool_module_from_cache(request, tool_id, load_from_db)
    return tool_module


############################
# GetTools
# The danger is not in having tools, but in reaching
# for the wrong one. Let the choice here be deliberate.
############################


@router.get('/', response_model=list[ToolUserResponse])
async def get_tools(
    request: Request,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = []

    # Local Tools
    for tool in Tools.get_tools(defer_content=True, db=db):
        tool_module = request.app.state.TOOLS.get(tool.id) if hasattr(request.app.state, 'TOOLS') else None
        tools.append(
            ToolUserResponse(
                **{
                    **tool.model_dump(),
                    'has_user_valves': (hasattr(tool_module, 'UserValves') if tool_module else False),
                }
            )
        )

    # OpenAPI Tool Servers
    server_access_grants = {}
    for server in await get_tool_servers(request):
        server_idx = server.get('idx', 0)
        connections = request.app.state.config.TOOL_SERVER_CONNECTIONS
        if server_idx >= len(connections):
            log.warning(
                f'Tool server index {server_idx} out of range '
                f'(have {len(connections)} connections), skipping server {server.get("id")}'
            )
            continue
        connection = connections[server_idx]
        server_config = connection.get('config', {})

        server_id = f'server:{server.get("id")}'
        server_access_grants[server_id] = server_config.get('access_grants', [])

        tools.append(
            ToolUserResponse(
                **{
                    'id': server_id,
                    'user_id': server_id,
                    'name': server.get('openapi', {}).get('info', {}).get('title', 'Tool Server'),
                    'meta': {
                        'description': server.get('openapi', {}).get('info', {}).get('description', ''),
                    },
                    'updated_at': int(time.time()),
                    'created_at': int(time.time()),
                }
            )
        )

    # MCP Tool Servers
    for server in request.app.state.config.TOOL_SERVER_CONNECTIONS:
        if server.get('type', 'openapi') == 'mcp' and server.get('config', {}).get('enable'):
            server_id = server.get('info', {}).get('id')
            auth_type = server.get('auth_type', 'none')

            session_token = None
            if auth_type == 'oauth_2.1':
                splits = server_id.split(':')
                server_id = splits[-1] if len(splits) > 1 else server_id

                session_token = await request.app.state.oauth_client_manager.get_oauth_token(
                    user.id, f'mcp:{server_id}'
                )

            server_config = server.get('config', {})

            tool_id = f'server:mcp:{server.get("info", {}).get("id")}'
            server_access_grants[tool_id] = server_config.get('access_grants', [])

            tools.append(
                ToolUserResponse(
                    **{
                        'id': tool_id,
                        'user_id': tool_id,
                        'name': server.get('info', {}).get('name', 'MCP Tool Server'),
                        'meta': {
                            'description': server.get('info', {}).get('description', ''),
                        },
                        'updated_at': int(time.time()),
                        'created_at': int(time.time()),
                        **(
                            {
                                'authenticated': session_token is not None,
                            }
                            if auth_type == 'oauth_2.1'
                            else {}
                        ),
                    }
                )
            )

    if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL:
        # Admin can see all tools
        return tools
    else:
        user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id, db=db)}
        tools = [
            tool
            for tool in tools
            if tool.user_id == user.id
            or (
                has_access(
                    user.id,
                    'read',
                    server_access_grants.get(str(tool.id), []),
                    user_group_ids,
                    db=db,
                )
                if str(tool.id).startswith('server:')
                else AccessGrants.has_access(
                    user_id=user.id,
                    resource_type='tool',
                    resource_id=tool.id,
                    permission='read',
                    user_group_ids=user_group_ids,
                    db=db,
                )
            )
        ]
        return tools


############################
# GetToolList
############################


@router.get('/list', response_model=list[ToolAccessResponse])
async def get_tool_list(user=Depends(get_verified_user), db: Session = Depends(get_session)):
    if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL:
        tools = Tools.get_tools(defer_content=True, db=db)
    else:
        tools = Tools.get_tools_by_user_id(user.id, 'read', defer_content=True, db=db)

    user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id, db=db)}

    result = []
    for tool in tools:
        has_write = (
            (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL)
            or user.id == tool.user_id
            or any(
                g.permission == 'write'
                and (
                    (g.principal_type == 'user' and (g.principal_id == user.id or g.principal_id == '*'))
                    or (g.principal_type == 'group' and g.principal_id in user_group_ids)
                )
                for g in tool.access_grants
            )
        )
        result.append(
            ToolAccessResponse(
                **tool.model_dump(),
                write_access=has_write,
            )
        )
    return result


############################
# LoadFunctionFromLink
############################


class LoadUrlForm(BaseModel):
    url: HttpUrl


def github_url_to_raw_url(url: str) -> str:
    # Handle 'tree' (folder) URLs (add main.py at the end)
    m1 = re.match(r'https://github\.com/([^/]+)/([^/]+)/tree/([^/]+)/(.*)', url)
    if m1:
        org, repo, branch, path = m1.groups()
        return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path.rstrip("/")}/main.py'

    # Handle 'blob' (file) URLs
    m2 = re.match(r'https://github\.com/([^/]+)/([^/]+)/blob/([^/]+)/(.*)', url)
    if m2:
        org, repo, branch, path = m2.groups()
        return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path}'

    # No match; return as-is
    return url


@router.post('/load/url', response_model=Optional[dict])
async def load_tool_from_url(request: Request, form_data: LoadUrlForm, user=Depends(get_admin_user)):
    # NOTE: This is NOT a SSRF vulnerability:
    # This endpoint is admin-only (see get_admin_user), meant for *trusted* internal use,
    # and does NOT accept untrusted user input. Access is enforced by authentication.

    url = str(form_data.url)
    if not url:
        raise HTTPException(status_code=400, detail='Please enter a valid URL')

    url = github_url_to_raw_url(url)
    url_parts = url.rstrip('/').split('/')

    file_name = url_parts[-1]
    tool_name = (
        file_name[:-3]
        if (file_name.endswith('.py') and (not file_name.startswith(('main.py', 'index.py', '__init__.py'))))
        else url_parts[-2]
        if len(url_parts) > 1
        else 'function'
    )

    try:
        async with aiohttp.ClientSession(
            trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT)
        ) as session:
            async with session.get(url, headers={'Content-Type': 'application/json'}) as resp:
                if resp.status != 200:
                    raise HTTPException(status_code=resp.status, detail='Failed to fetch the tool')
                data = await resp.text()
                if not data:
                    raise HTTPException(status_code=400, detail='No data received from the URL')
        return {
            'name': tool_name,
            'content': data,
        }
    except Exception as e:
        raise HTTPException(status_code=500, detail=f'Error importing tool: {e}')


############################
# ExportTools
############################


@router.get('/export', response_model=list[ToolModel])
async def export_tools(
    request: Request,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    if user.role != 'admin' and not has_permission(
        user.id,
        'workspace.tools_export',
        request.app.state.config.USER_PERMISSIONS,
        db=db,
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.UNAUTHORIZED,
        )

    if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL:
        return Tools.get_tools(db=db)
    else:
        return Tools.get_tools_by_user_id(user.id, 'read', db=db)


############################
# CreateNewTools
############################


@router.post('/create', response_model=Optional[ToolResponse])
async def create_new_tools(
    request: Request,
    form_data: ToolForm,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    if user.role != 'admin' and not (
        has_permission(user.id, 'workspace.tools', request.app.state.config.USER_PERMISSIONS, db=db)
        or has_permission(
            user.id,
            'workspace.tools_import',
            request.app.state.config.USER_PERMISSIONS,
            db=db,
        )
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.UNAUTHORIZED,
        )

    if not form_data.id.isidentifier():
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail='Only alphanumeric characters and underscores are allowed in the id',
        )

    form_data.id = form_data.id.lower()

    tools = Tools.get_tool_by_id(form_data.id, db=db)
    if tools is None:
        try:
            form_data.content = replace_imports(form_data.content)
            tool_module, frontmatter = load_tool_module_by_id(form_data.id, content=form_data.content)
            form_data.meta.manifest = frontmatter

            TOOLS = request.app.state.TOOLS
            TOOLS[form_data.id] = tool_module

            specs = get_tool_specs(TOOLS[form_data.id])
            tools = Tools.insert_new_tool(user.id, form_data, specs, db=db)

            tool_cache_dir = CACHE_DIR / 'tools' / form_data.id
            tool_cache_dir.mkdir(parents=True, exist_ok=True)

            if tools:
                return tools
            else:
                raise HTTPException(
                    status_code=status.HTTP_400_BAD_REQUEST,
                    detail=ERROR_MESSAGES.DEFAULT('Error creating tools'),
                )
        except Exception as e:
            log.exception(f'Failed to load the tool by id {form_data.id}: {e}')
            raise HTTPException(
                status_code=status.HTTP_400_BAD_REQUEST,
                detail=ERROR_MESSAGES.DEFAULT(str(e)),
            )
    else:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.ID_TAKEN,
        )


############################
# GetToolsById
############################


@router.get('/id/{id}', response_model=Optional[ToolAccessResponse])
async def get_tools_by_id(id: str, user=Depends(get_verified_user), db: Session = Depends(get_session)):
    tools = Tools.get_tool_by_id(id, db=db)

    if tools:
        if (
            user.role == 'admin'
            or tools.user_id == user.id
            or AccessGrants.has_access(
                user_id=user.id,
                resource_type='tool',
                resource_id=tools.id,
                permission='read',
                db=db,
            )
        ):
            return ToolAccessResponse(
                **tools.model_dump(),
                write_access=(
                    (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL)
                    or user.id == tools.user_id
                    or AccessGrants.has_access(
                        user_id=user.id,
                        resource_type='tool',
                        resource_id=tools.id,
                        permission='write',
                        db=db,
                    )
                ),
            )
        else:
            raise HTTPException(
                status_code=status.HTTP_401_UNAUTHORIZED,
                detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
            )
    else:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )


############################
# UpdateToolsById
############################


@router.post('/id/{id}/update', response_model=Optional[ToolModel])
async def update_tools_by_id(
    request: Request,
    id: str,
    form_data: ToolForm,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    # Is the user the original creator, in a group with write access, or an admin
    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.UNAUTHORIZED,
        )

    try:
        form_data.content = replace_imports(form_data.content)
        tool_module, frontmatter = load_tool_module_by_id(id, content=form_data.content)
        form_data.meta.manifest = frontmatter

        TOOLS = request.app.state.TOOLS
        TOOLS[id] = tool_module

        specs = get_tool_specs(TOOLS[id])

        updated = {
            **form_data.model_dump(exclude={'id'}),
            'specs': specs,
        }

        log.debug(updated)
        tools = Tools.update_tool_by_id(id, updated, db=db)

        if tools:
            return tools
        else:
            raise HTTPException(
                status_code=status.HTTP_400_BAD_REQUEST,
                detail=ERROR_MESSAGES.DEFAULT('Error updating tools'),
            )

    except Exception as e:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.DEFAULT(str(e)),
        )


############################
# UpdateToolAccessById
############################


class ToolAccessGrantsForm(BaseModel):
    access_grants: list[dict]


@router.post('/id/{id}/access/update', response_model=Optional[ToolModel])
async def update_tool_access_by_id(
    request: Request,
    id: str,
    form_data: ToolAccessGrantsForm,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.UNAUTHORIZED,
        )

    form_data.access_grants = filter_allowed_access_grants(
        request.app.state.config.USER_PERMISSIONS,
        user.id,
        user.role,
        form_data.access_grants,
        'sharing.public_tools',
    )

    AccessGrants.set_access_grants('tool', id, form_data.access_grants, db=db)

    return Tools.get_tool_by_id(id, db=db)


############################
# DeleteToolsById
############################


@router.delete('/id/{id}/delete', response_model=bool)
async def delete_tools_by_id(
    request: Request,
    id: str,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.UNAUTHORIZED,
        )

    result = Tools.delete_tool_by_id(id, db=db)
    if result:
        TOOLS = request.app.state.TOOLS
        if id in TOOLS:
            del TOOLS[id]

    return result


############################
# GetToolValves
############################


@router.get('/id/{id}/valves', response_model=Optional[dict])
async def get_tools_valves_by_id(id: str, user=Depends(get_verified_user), db: Session = Depends(get_session)):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    try:
        valves = Tools.get_tool_valves_by_id(id, db=db)
        return valves
    except Exception as e:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.DEFAULT(str(e)),
        )


############################
# GetToolValvesSpec
############################


@router.get('/id/{id}/valves/spec', response_model=Optional[dict])
async def get_tools_valves_spec_by_id(
    request: Request,
    id: str,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    if id in request.app.state.TOOLS:
        tools_module = request.app.state.TOOLS[id]
    else:
        tools_module, _ = load_tool_module_by_id(id)
        request.app.state.TOOLS[id] = tools_module

    if hasattr(tools_module, 'Valves'):
        Valves = tools_module.Valves
        schema = Valves.schema()
        # Resolve dynamic options for select dropdowns
        schema = resolve_valves_schema_options(Valves, schema, user)
        return schema
    return None


############################
# UpdateToolValves
############################


@router.post('/id/{id}/valves/update', response_model=Optional[dict])
async def update_tools_valves_by_id(
    request: Request,
    id: str,
    form_data: dict,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='write',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    if id in request.app.state.TOOLS:
        tools_module = request.app.state.TOOLS[id]
    else:
        tools_module, _ = load_tool_module_by_id(id)
        request.app.state.TOOLS[id] = tools_module

    if not hasattr(tools_module, 'Valves'):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )
    Valves = tools_module.Valves

    try:
        form_data = {k: v for k, v in form_data.items() if v is not None}
        valves = Valves(**form_data)
        valves_dict = valves.model_dump(exclude_unset=True)
        Tools.update_tool_valves_by_id(id, valves_dict, db=db)
        return valves_dict
    except Exception as e:
        log.exception(f'Failed to update tool valves by id {id}: {e}')
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.DEFAULT(str(e)),
        )


############################
# ToolUserValves
############################


@router.get('/id/{id}/valves/user', response_model=Optional[dict])
async def get_tools_user_valves_by_id(id: str, user=Depends(get_verified_user), db: Session = Depends(get_session)):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='read',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    try:
        user_valves = Tools.get_user_valves_by_id_and_user_id(id, user.id, db=db)
        return user_valves
    except Exception as e:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=ERROR_MESSAGES.DEFAULT(str(e)),
        )


@router.get('/id/{id}/valves/user/spec', response_model=Optional[dict])
async def get_tools_user_valves_spec_by_id(
    request: Request,
    id: str,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='read',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    if id in request.app.state.TOOLS:
        tools_module = request.app.state.TOOLS[id]
    else:
        tools_module, _ = load_tool_module_by_id(id)
        request.app.state.TOOLS[id] = tools_module

    if hasattr(tools_module, 'UserValves'):
        UserValves = tools_module.UserValves
        schema = UserValves.schema()
        # Resolve dynamic options for select dropdowns
        schema = resolve_valves_schema_options(UserValves, schema, user)
        return schema
    return None


@router.post('/id/{id}/valves/user/update', response_model=Optional[dict])
async def update_tools_user_valves_by_id(
    request: Request,
    id: str,
    form_data: dict,
    user=Depends(get_verified_user),
    db: Session = Depends(get_session),
):
    tools = Tools.get_tool_by_id(id, db=db)
    if not tools:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )

    if (
        tools.user_id != user.id
        and not AccessGrants.has_access(
            user_id=user.id,
            resource_type='tool',
            resource_id=tools.id,
            permission='read',
            db=db,
        )
        and user.role != 'admin'
    ):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
        )

    if id in request.app.state.TOOLS:
        tools_module = request.app.state.TOOLS[id]
    else:
        tools_module, _ = load_tool_module_by_id(id)
        request.app.state.TOOLS[id] = tools_module

    if hasattr(tools_module, 'UserValves'):
        UserValves = tools_module.UserValves

        try:
            form_data = {k: v for k, v in form_data.items() if v is not None}
            user_valves = UserValves(**form_data)
            user_valves_dict = user_valves.model_dump(exclude_unset=True)
            Tools.update_user_valves_by_id_and_user_id(id, user.id, user_valves_dict, db=db)
            return user_valves_dict
        except Exception as e:
            log.exception(f'Failed to update user valves by id {id}: {e}')
            raise HTTPException(
                status_code=status.HTTP_400_BAD_REQUEST,
                detail=ERROR_MESSAGES.DEFAULT(str(e)),
            )
    else:
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail=ERROR_MESSAGES.NOT_FOUND,
        )
