skynet/skynet/frontend/telegram/__init__.py

#!/usr/bin/python

import io
import random
import logging
import asyncio

from PIL import Image, UnidentifiedImageError
from json import JSONDecodeError
from decimal import Decimal
from hashlib import sha256
from datetime import datetime
from contextlib import AsyncExitStack
from contextlib import asynccontextmanager as acm

from leap.cleos import CLEOS
from leap.protocol import Name, Asset
from leap.hyperion import HyperionAPI

from telebot.types import InputMediaPhoto
from telebot.async_telebot import AsyncTeleBot

from skynet.db import open_database_connection
from skynet.ipfs import get_ipfs_file, AsyncIPFSHTTP
from skynet.constants import *

from . import *

from .utils import *
from .handlers import create_handler_context


class SkynetTelegramFrontend:

    def __init__(
        self,
        token: str,
        account: str,
        permission: str,
        node_url: str,
        hyperion_url: str,
        db_host: str,
        db_user: str,
        db_pass: str,
        ipfs_node: str,
        key: str,
        explorer_domain: str,
        ipfs_domain: str
    ):
        self.token = token
        self.account = account
        self.permission = permission
        self.node_url = node_url
        self.hyperion_url = hyperion_url
        self.db_host = db_host
        self.db_user = db_user
        self.db_pass = db_pass
        self.key = key
        self.explorer_domain = explorer_domain
        self.ipfs_domain = ipfs_domain

        self.bot = AsyncTeleBot(token, exception_handler=SKYExceptionHandler)
        self.cleos = CLEOS(endpoint=node_url)
        self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI)
        self.hyperion = HyperionAPI(hyperion_url)
        self.ipfs_node = AsyncIPFSHTTP(ipfs_node)

        self._async_exit_stack = AsyncExitStack()

    async def start(self):
        self.db_call = await self._async_exit_stack.enter_async_context(
            open_database_connection(
                self.db_user, self.db_pass, self.db_host))

        create_handler_context(self)

    async def stop(self):
        await self._async_exit_stack.aclose()

    @acm
    async def open(self):
        await self.start()
        yield self
        await self.stop()

    async def update_status_message(
        self, status_msg, new_text: str, **kwargs
    ):
        await self.db_call(
            'update_user_request_by_sid', status_msg.id, new_text)
        return await self.bot.edit_message_text(
            new_text,
            chat_id=status_msg.chat.id,
            message_id=status_msg.id,
            **kwargs
        )

    async def append_status_message(
        self, status_msg, add_text: str, **kwargs
    ):
        request = await self.db_call('get_user_request_by_sid', status_msg.id)
        await self.update_status_message(
            status_msg,
            request['status'] + add_text,
            **kwargs
        )

    async def work_request(
        self,
        user,
        status_msg,
        method: str,
        params: dict,
        file_id: str | None = None,
        inputs: list[str] = []
    ) -> bool:
        if params['seed'] == None:
            params['seed'] = random.randint(0, 0xFFFFFFFF)

        sanitized_params = {}
        for key, val in params.items():
            if isinstance(val, Decimal):
                val = str(val)

            sanitized_params[key] = val

        body = json.dumps({
            'method': 'diffuse',
            'params': sanitized_params
        })
        request_time = datetime.now().isoformat()

        await self.update_status_message(
            status_msg,
            f'processing a \'{method}\' request by {tg_user_pretty(user)}\n'
            f'[{timestamp_pretty()}] <i>broadcasting transaction to chain...</i>',
            parse_mode='HTML'
        )

        reward = '20.0000 GPU'
        res = await self.cleos.a_push_action(
            'gpu.scd',
            'enqueue',
            list({
                'user': Name(self.account),
                'request_body': body,
                'binary_data': ','.join(inputs),
                'reward': Asset.from_str(reward),
                'min_verification': 1
            }.values()),
            self.account, self.key, permission=self.permission
        )

        if 'code' in res or 'statusCode' in res:
            logging.error(json.dumps(res, indent=4))
            await self.update_status_message(
                status_msg,
                'skynet has suffered an internal error trying to fill this request')
            return False

        enqueue_tx_id = res['transaction_id']
        enqueue_tx_link = hlink(
            'Your request on Skynet Explorer',
            f'https://{self.explorer_domain}/v2/explore/transaction/{enqueue_tx_id}'
        )

        await self.append_status_message(
            status_msg,
            f' <b>broadcasted!</b>\n'
            f'<b>{enqueue_tx_link}</b>\n'
            f'[{timestamp_pretty()}] <i>workers are processing request...</i>',
            parse_mode='HTML'
        )

        out = res['processed']['action_traces'][0]['console'] 

        request_id, nonce = out.split(':')

        request_hash = sha256(
            (nonce + body + ','.join(inputs)).encode('utf-8')).hexdigest().upper()

        request_id = int(request_id)

        logging.info(f'{request_id} enqueued.')

        tx_hash = None
        ipfs_hash = None
        for i in range(60 * 3):
            try:
                submits = await self.hyperion.aget_actions(
                    account=self.account,
                    filter='gpu.scd:submit',
                    sort='desc',
                    after=request_time
                )
                actions = [
                    action
                    for action in submits['actions']
                    if action[
                        'act']['data']['request_hash'] == request_hash
                ]
                if len(actions) > 0:
                    tx_hash = actions[0]['trx_id']
                    data = actions[0]['act']['data']
                    ipfs_hash = data['ipfs_hash']
                    worker = data['worker']
                    logging.info('Found matching submit!')
                    break

            except JSONDecodeError:
                logging.error(f'network error while getting actions, retry..')

            await asyncio.sleep(1)

        if not ipfs_hash:
            await self.update_status_message(
                status_msg,
                f'\n[{timestamp_pretty()}] <b>timeout processing request</b>',
                parse_mode='HTML'
            )
            return False

        tx_link = hlink(
            'Your result on Skynet Explorer',
            f'https://{self.explorer_domain}/v2/explore/transaction/{tx_hash}'
        )

        await self.append_status_message(
            status_msg,
            f' <b>request processed!</b>\n'
            f'<b>{tx_link}</b>\n'
            f'[{timestamp_pretty()}] <i>trying to download image...</i>\n',
            parse_mode='HTML'
        )

        caption = generate_reply_caption(
            user, params, tx_hash, worker, reward, self.explorer_domain)

        # attempt to get the image and send it
        ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}'

        res = await get_ipfs_file(ipfs_link)
        logging.info(f'got response from {ipfs_link}')
        if not res or res.status_code != 200:
            logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!')

        else:
            try:
                with Image.open(io.BytesIO(res.raw)) as image:
                    w, h = image.size

                    if w > TG_MAX_WIDTH or h > TG_MAX_HEIGHT:
                        logging.warning(f'result is of size {image.size}')
                        image.thumbnail((TG_MAX_WIDTH, TG_MAX_HEIGHT))

                    tmp_buf = io.BytesIO()
                    image.save(tmp_buf, format='PNG')
                    png_img = tmp_buf.getvalue()

            except UnidentifiedImageError:
                logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!')

        if not png_img:
            await self.update_status_message(
                status_msg,
                caption,
                reply_markup=build_redo_menu(),
                parse_mode='HTML'
            )
            return True

        logging.info(f'success! sending generated image')
        await self.bot.delete_message(
            chat_id=status_msg.chat.id, message_id=status_msg.id)
        if file_id:  # img2img
            await self.bot.send_media_group(
                status_msg.chat.id,
                media=[
                    InputMediaPhoto(file_id),
                    InputMediaPhoto(
                        png_img,
                        caption=caption,
                        parse_mode='HTML'
                    )
                ],
            )

        else:  # txt2img
            await self.bot.send_photo(
                status_msg.chat.id,
                caption=caption,
                photo=png_img,
                reply_markup=build_redo_menu(),
                parse_mode='HTML'
            )

        return True