diff --git a/pyproject.toml b/pyproject.toml index 8f266e0..85db43c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -77,7 +77,8 @@ explicit = true torch = { index = "torch" } triton = { index = "torch" } torchvision = { index = "torch" } -py-leap = { git = "https://github.com/guilledk/py-leap.git", rev = "v0.1a35" } +# py-leap = { git = "https://github.com/guilledk/py-leap.git", branch = "struct_unwrap" } +py-leap = { path = "../py-leap", editable = true } pytest-dockerctl = { git = "https://github.com/pikers/pytest-dockerctl.git", branch = "g_update" } [build-system] diff --git a/skynet/cli.py b/skynet/cli.py index 58297ca..3318544 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -165,7 +165,7 @@ def run(*args, **kwargs): @run.command() def db(): - from .db import open_new_database + from skynet.frontend.chatbot.db import open_new_database logging.basicConfig(level=logging.INFO) with open_new_database(cleanup=False) as db_params: @@ -210,50 +210,22 @@ def telegram( db_pass: str ): import asyncio - from .frontend.telegram import SkynetTelegramFrontend + from skynet.frontend.chatbot.telegram import TelegramChatbot + from skynet.frontend.chatbot.db import FrontendUserDB logging.basicConfig(level=loglevel) - config = load_skynet_toml() - tg_token = config.telegram.tg_token - - key = config.telegram.key - account = config.telegram.account - permission = config.telegram.permission - node_url = config.telegram.node_url - hyperion_url = config.telegram.hyperion_url - - ipfs_url = config.telegram.ipfs_url - - try: - explorer_domain = config.telegram.explorer_domain - - except ConfigParsingError: - explorer_domain = DEFAULT_EXPLORER_DOMAIN - - try: - ipfs_domain = config.telegram.ipfs_domain - - except ConfigParsingError: - ipfs_domain = DEFAULT_IPFS_DOMAIN + config = load_skynet_toml().telegram async def _async_main(): - frontend = SkynetTelegramFrontend( - tg_token, - account, - permission, - node_url, - hyperion_url, - db_host, db_user, db_pass, - ipfs_url, - key=key, - explorer_domain=explorer_domain, - ipfs_domain=ipfs_domain - ) - - async with frontend.open(): - await frontend.bot.infinity_polling() - + async with FrontendUserDB( + config.db_user, + config.db_pass, + config.db_host, + config.db_name + ) as db: + bot = TelegramChatbot(config, db) + await bot.run() asyncio.run(_async_main()) diff --git a/skynet/config.py b/skynet/config.py index fed610d..dd454b7 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -32,10 +32,22 @@ class FrontendConfig(msgspec.Struct): account: str permission: str key: str - node_url: str - hyperion_url: str ipfs_url: str token: str + db_host: str + db_user: str + db_pass: str + db_name: str = 'skynet' + node_url: str = 'https://testnet.telos.net' + hyperion_url: str = 'https://testnet.skygpu.net' + ipfs_domain: str = 'ipfs.skygpu.net' + explorer_domain: str = 'explorer.skygpu.net' + request_timeout: int = 60 * 3 + proto_version: int = 0 + reward: str = '20.0000 GPU' + receiver: str = 'gpu.scd' + result_max_width: int = 1280 + result_max_height: int = 1280 class PinnerConfig(msgspec.Struct): diff --git a/skynet/constants.py b/skynet/constants.py index 4b09f6e..4de9b23 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -14,91 +14,91 @@ MODELS: dict[str, ModelDesc] = { 'runwayml/stable-diffusion-v1-5': ModelDesc( short='stable', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'stabilityai/stable-diffusion-2-1-base': ModelDesc( short='stable2', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'snowkidy/stable-diffusion-xl-base-0.9': ModelDesc( short='stablexl0.9', mem=8.3, - attrs={'size': {'w': 1024, 'h': 1024}}, + attrs={'size': {'w': 1024, 'h': 1024}, 'step': 28}, tags=['txt2img'] ), 'Linaqruf/anything-v3.0': ModelDesc( short='hdanime', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'hakurei/waifu-diffusion': ModelDesc( short='waifu', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'nitrosocke/Ghibli-Diffusion': ModelDesc( short='ghibli', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'dallinmackay/Van-Gogh-diffusion': ModelDesc( short='van-gogh', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'lambdalabs/sd-pokemon-diffusers': ModelDesc( short='pokemon', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'Envvi/Inkpunk-Diffusion': ModelDesc( short='ink', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'nousr/robo-diffusion': ModelDesc( short='robot', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img'] ), 'black-forest-labs/FLUX.1-schnell': ModelDesc( short='flux', mem=24, - attrs={'size': {'w': 1024, 'h': 1024}}, + attrs={'size': {'w': 1024, 'h': 1024}, 'step': 4}, tags=['txt2img'] ), 'black-forest-labs/FLUX.1-Fill-dev': ModelDesc( short='flux-inpaint', mem=24, - attrs={'size': {'w': 1024, 'h': 1024}}, + attrs={'size': {'w': 1024, 'h': 1024}, 'step': 28}, tags=['inpaint'] ), 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': ModelDesc( short='stablexl-inpaint', mem=8.3, - attrs={'size': {'w': 1024, 'h': 1024}}, + attrs={'size': {'w': 1024, 'h': 1024}, 'step': 28}, tags=['inpaint'] ), 'prompthero/openjourney': ModelDesc( short='midj', mem=6, - attrs={'size': {'w': 512, 'h': 512}}, + attrs={'size': {'w': 512, 'h': 512}, 'step': 28}, tags=['txt2img', 'img2img'] ), 'stabilityai/stable-diffusion-xl-base-1.0': ModelDesc( short='stablexl', mem=8.3, - attrs={'size': {'w': 1024, 'h': 1024}}, + attrs={'size': {'w': 1024, 'h': 1024}, 'step': 28}, tags=['txt2img'] ), } @@ -225,8 +225,6 @@ Noise is added to the image you use as an init image for img2img, and then the\ HELP_UNKWNOWN_PARAM = 'don\'t have any info on that.' -GROUP_ID = -1001541979235 - MP_ENABLED_ROLES = ['god'] MIN_STEP = 1 diff --git a/skynet/frontend/__init__.py b/skynet/frontend/__init__.py index 0404f2f..7078e22 100644 --- a/skynet/frontend/__init__.py +++ b/skynet/frontend/__init__.py @@ -1,6 +1,10 @@ import random -from ..constants import * +from ..constants import ( + MODELS, + get_model_by_shortname, + MAX_STEP, MIN_STEP, MAX_WIDTH, MAX_HEIGHT, MAX_GUIDANCE +) class ConfigRequestFormatError(BaseException): @@ -26,17 +30,17 @@ class ConfigSizeDivisionByEight(BaseException): def validate_user_config_request(req: str): params = req.split(' ') - if len(params) < 3: + if len(params) < 2: raise ConfigRequestFormatError('config request format incorrect') else: try: - attr = params[1] + attr = params[0] match attr: case 'model' | 'algo': attr = 'model' - val = params[2] + val = params[1] shorts = [model_info.short for model_info in MODELS.values()] if val not in shorts: raise ConfigUnknownAlgorithm(f'no model named {val}') @@ -44,38 +48,38 @@ def validate_user_config_request(req: str): val = get_model_by_shortname(val) case 'step': - val = int(params[2]) + val = int(params[1]) val = max(min(val, MAX_STEP), MIN_STEP) case 'width': - val = max(min(int(params[2]), MAX_WIDTH), 16) + val = max(min(int(params[1]), MAX_WIDTH), 16) if val % 8 != 0: raise ConfigSizeDivisionByEight( 'size must be divisible by 8!') case 'height': - val = max(min(int(params[2]), MAX_HEIGHT), 16) + val = max(min(int(params[1]), MAX_HEIGHT), 16) if val % 8 != 0: raise ConfigSizeDivisionByEight( 'size must be divisible by 8!') case 'seed': - val = params[2] + val = params[1] if val == 'auto': val = None else: - val = int(params[2]) + val = int(params[1]) case 'guidance': - val = float(params[2]) + val = float(params[1]) val = max(min(val, MAX_GUIDANCE), 0) case 'strength': - val = float(params[2]) + val = float(params[1]) val = max(min(val, 0.99), 0.01) case 'upscaler': - val = params[2] + val = params[1] if val == 'off': val = None elif val != 'x4': @@ -83,7 +87,7 @@ def validate_user_config_request(req: str): f'\"{val}\" is not a valid upscaler') case 'autoconf': - val = params[2] + val = params[1] if val == 'on': val = True diff --git a/skynet/frontend/chatbot/__init__.py b/skynet/frontend/chatbot/__init__.py new file mode 100644 index 0000000..ab985a9 --- /dev/null +++ b/skynet/frontend/chatbot/__init__.py @@ -0,0 +1,467 @@ +import io +import json +import asyncio +import logging +from abc import ABC, abstractmethod, abstractproperty +from PIL import Image, UnidentifiedImageError +from random import randint +from decimal import Decimal +from hashlib import sha256 +from datetime import datetime, timedelta + +import msgspec +from leap import CLEOS +from leap.hyperion import HyperionAPI + +from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file +from skynet.types import BodyV0, BodyV0Params +from skynet.config import FrontendConfig +from skynet.constants import ( + MODELS, GPU_CONTRACT_ABI, + HELP_TEXT, + HELP_TOPICS, + HELP_UNKWNOWN_PARAM, + COOL_WORDS, + DONATION_INFO +) +from skynet.frontend import validate_user_config_request +from skynet.frontend.chatbot.db import FrontendUserDB +from skynet.frontend.chatbot.types import ( + BaseUser, + BaseChatRoom, + BaseCommands, + BaseFileInput, + BaseMessage +) + + +def perform_auto_conf(config: dict) -> dict: + model = MODELS[config['model']] + + maybe_step = model.attrs.get('step', None) + if maybe_step: + config['step'] = maybe_step + + maybe_width = model.attrs.get('width', None) + if maybe_width: + config['width'] = maybe_step + + maybe_height = model.attrs.get('height', None) + if maybe_height: + config['height'] = maybe_step + + return config + + +def sanitize_params(params: dict) -> dict: + if ( + 'seed' not in params + or + params['seed'] is None + ): + params['seed'] = randint(0, 0xffffffff) + + s_params = {} + for key, val in params.items(): + if isinstance(val, Decimal): + val = str(val) + + s_params[key] = val + + return s_params + + +class RequestTimeoutError(BaseException): + ... + + +class BaseChatbot(ABC): + + def __init__( + self, + config: FrontendConfig, + db: FrontendUserDB + ): + self.db = db + self.config = config + self.ipfs = AsyncIPFSHTTP(config.ipfs_url) + self.cleos = CLEOS(endpoint=config.node_url) + self.cleos.load_abi(config.receiver, GPU_CONTRACT_ABI) + self.cleos.import_key(config.account, config.key) + self.hyperion = HyperionAPI(config.hyperion_url) + + async def init(self): + ... + + @abstractmethod + async def run(self): + ... + + @abstractproperty + def main_group(self) -> BaseChatRoom: + ... + + @abstractmethod + async def new_msg(self, chat: BaseChatRoom, text: str, **kwargs) -> BaseMessage: + ''' + Send text to a chat/channel. + ''' + ... + + @abstractmethod + async def reply_to(self, msg: BaseMessage, text: str, **kwargs) -> BaseMessage: + ''' + Reply to existing message by sending new message. + ''' + ... + + @abstractmethod + async def edit_msg(self, msg: BaseMessage, text: str, **kwargs): + ''' + Edit an existing message. + ''' + ... + + async def create_status_msg(self, msg: BaseMessage, init_text: str) -> tuple[BaseUser, BaseMessage, dict]: + # maybe init user + user = msg.author + user_row = await self.db.get_or_create_user(user.id) + + # create status msg + status_msg = await self.reply_to(msg, init_text) + + # start tracking of request in db + await self.db.new_user_request(user.id, msg.id, status_msg.id, status=init_text) + return [user, status_msg, user_row] + + async def update_status_msg(self, msg: BaseMessage, text: str): + ''' + Update an existing status message, also mirrors changes on db + ''' + await self.db.update_user_request_by_sid(msg.id, text) + await self.edit_msg(msg, text) + + async def append_status_msg(self, msg: BaseMessage, text: str): + ''' + Append text to an existing status message + ''' + request = await self.db.get_user_request_by_sid(msg.id) + await self.update_status_msg(msg, request['status'] + text) + + @abstractmethod + async def update_request_status_timeout(self, status_msg: BaseMessage): + ''' + Notify users when we timedout trying to find a matching submit + ''' + ... + + @abstractmethod + async def update_request_status_step_0(self, status_msg: BaseMessage, user_msg: BaseMessage): + ''' + First step in request status message lifecycle, should notify which user sent the request + and that we are about to broadcast the request to chain + ''' + ... + + @abstractmethod + async def update_request_status_step_1(self, status_msg: BaseMessage, tx_result: dict): + ''' + Second step in request status message lifecycle, should notify enqueue transaction + was processed by chain, and provide a link to the tx in the chain explorer + ''' + ... + + @abstractmethod + async def update_request_status_step_2(self, status_msg: BaseMessage, submit_tx_hash: str): + ''' + Third step in request status message lifecycle, should notify matching submit transaction + was found, and provide a link to the tx in the chain explorer + ''' + ... + + @abstractmethod + async def update_request_status_final( + self, + og_msg: BaseMessage, + status_msg: BaseMessage, + user: BaseUser, + params: BodyV0Params, + inputs: list[BaseFileInput], + submit_tx_hash: str, + worker: str, + result_img: bytes | None + ): + ''' + Last step in request status message lifecycle, should delete status message and send a + new message replying to the original user's message, generate the appropiate + reply caption and if provided also sent the found result img + ''' + ... + + + async def handle_request( + self, + msg: BaseMessage + ): + if msg.chat.is_private: + return + + if ( + len(msg.text) == 0 + and + msg.command != BaseCommands.REDO + ): + await self.reply_to(msg, 'empty prompt ignored.') + return + + # maybe initialize user db row and send a new msg thats gonna + # be updated throughout the request lifecycle + user, status_msg, user_row = await self.create_status_msg( + msg, f'started processing a {msg.command} request...') + + # if this is a redo msg, we attempt to get the input params from db + # else use msg properties + match msg.command: + case BaseCommands.TXT2IMG | BaseCommands.IMG2IMG: + prompt = msg.text + command = msg.command + inputs = msg.inputs + + case BaseCommands.REDO: + prompt = await self.db.get_last_prompt_of(user.id) + command = await self.db.get_last_method_of(user.id) + inputs = await self.db.get_last_inputs_of(user.id) + + if not prompt: + await self.reply_to(msg, 'no last prompt found, try doing a non-redo request first') + return + + case _: + await self.reply_to(msg, f'unknown request of type {msg.command}') + return + + # maybe apply recomended settings to this request + del user_row['id'] + if user_row['autoconf']: + user_row = perform_auto_conf(user_row) + + user_row = sanitize_params(user_row) + + body = BodyV0( + method=command, + params=BodyV0Params( + prompt=prompt, + **user_row + ) + ) + + # publish inputs to ipfs + input_cids = [] + for i in inputs: + i.publish() + input_cids.append(i.cid) + + inputs_str = ','.join((i for i in input_cids)) + + # unless its a redo request, update db user data + if command != BaseCommands.REDO: + await self.db.update_user_stats( + user.id, + command, + last_prompt=prompt, + last_inputs=inputs + ) + + await self.update_request_status_step_0(status_msg, msg) + + # prepare and send enqueue request + request_time = datetime.now().isoformat() + str_body = msgspec.json.encode(body).decode('utf-8') + + enqueue_receipt = await self.cleos.a_push_action( + self.config.receiver, + 'enqueue', + [ + self.config.account, + str_body, + inputs_str, + self.config.reward, + 1 + ], + self.config.account, + key=self.cleos.private_keys[self.config.account], + permission=self.config.permission + ) + + await self.update_request_status_step_1(status_msg, enqueue_receipt) + + # wait and search submit request using hyperion endpoint + console = enqueue_receipt['processed']['action_traces'][0]['console'] + console_lines = console.split('\n') + + request_id = None + request_hash = None + if self.config.proto_version == 0: + ''' + v0 has req_id:nonce printed in enqueue console output + to search for a result request_hash arg on submit has + to match the sha256 of nonce + body + input_str + ''' + request_id, nonce = console_lines[-1].rstrip().split(':') + request_hash = sha256( + (nonce + str_body + inputs_str).encode('utf-8')).hexdigest().upper() + + request_id = int(request_id) + + elif self.config.proto_version == 1: + ''' + v1 uses a global unique nonce and prints it on enqueue + console output to search for a result request_id arg + on submit has to match the printed req_id + ''' + request_id = int(console_lines[-1].rstrip()) + + else: + raise NotImplementedError + + worker = None + submit_tx_hash = None + result_cid = None + for i in range(1, self.config.request_timeout + 1): + try: + submits = await self.hyperion.aget_actions( + account=self.config.account, + filter=f'{self.config.receiver}:submit', + sort='desc', + after=request_time + ) + if self.config.proto_version == 0: + actions = [ + action + for action in submits['actions'] + if action['act']['data']['request_hash'] == request_hash + ] + elif self.config.proto_version == 1: + actions = [ + action + for action in submits['actions'] + if action['act']['data']['request_id'] == request_id + ] + + else: + raise NotImplementedError + + if len(actions) > 0: + action = actions[0] + submit_tx_hash = action['trx_id'] + data = action['act']['data'] + result_cid = data['ipfs_hash'] + worker = data['worker'] + logging.info(f'found matching submit! tx: {submit_tx_hash} cid: {result_cid}') + break + + except json.JSONDecodeError: + if i < self.config.request_timeout: + logging.error('network error while searching for submit, retry...') + + await asyncio.sleep(1) + + # if we found matching submit submit_tx_hash, worker, and result_cid will not be None + if not result_cid: + await self.update_request_status_timeout(status_msg) + raise RequestTimeoutError + + await self.update_request_status_step_2(status_msg, submit_tx_hash) + + # attempt to get the image and send it + result_link = f'https://{self.config.ipfs_domain}/ipfs/{result_cid}' + get_img_response = await get_ipfs_file(result_link) + + result_img = None + if get_img_response and get_img_response.status_code == 200: + try: + with Image.open(io.BytesIO(get_img_response.read())) as img: + w, h = img.size + + if ( + w > self.config.result_max_width + or + h > self.config.result_max_height + ): + max_size = (self.config.result_max_width, self.config.result_max_height) + logging.warning( + f'raw result is of size {img.size}, resizing to {max_size}') + img.thumbnail(max_size) + + tmp_buf = io.BytesIO() + img.save(tmp_buf, format='PNG') + result_img = tmp_buf.getvalue() + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs result at {result_link}!') + + await self.update_request_status_final( + msg, status_msg, user, body.params, inputs, submit_tx_hash, worker, result_img) + + await self.db.increment_generated(user.id) + + async def send_help(self, msg: BaseMessage): + if len(msg.text) == 0: + await self.reply_to(msg, HELP_TEXT) + + else: + if msg.text in HELP_TOPICS: + await self.reply_to(msg, HELP_TOPICS[msg.text]) + + else: + await self.reply_to(msg, HELP_UNKWNOWN_PARAM) + + async def send_cool_words(self, msg: BaseMessage): + await self.reply_to(msg, '\n'.join(COOL_WORDS)) + + async def get_queue(self, msg: BaseMessage): + an_hour_ago = datetime.now() - timedelta(hours=1) + queue = await self.cleos.aget_table( + self.config.receiver, self.config.receiver, 'queue', + index_position=2, + key_type='i64', + sort='desc', + lower_bound=int(an_hour_ago.timestamp()) + ) + await self.reply_to( + msg, f'Requests on skynet queue: {len(queue)}') + + async def set_config(self, msg: BaseMessage): + try: + attr, val, reply_txt = validate_user_config_request(msg.text) + + await self.db.update_user_config(msg.author.id, attr, val) + + except BaseException as e: + reply_txt = str(e) + + finally: + await self.reply_to(msg, reply_txt) + + async def user_stats(self, msg: BaseMessage): + await self.db.get_or_create_user(msg.author.id) + generated, joined, role = await self.db.get_user_stats(msg.author.id) + + stats_str = f'generated: {generated}\n' + stats_str += f'joined: {joined}\n' + stats_str += f'role: {role}\n' + + await self.reply_to(msg, stats_str) + + async def donation_info(self, msg: BaseMessage): + await self.reply_to(msg, DONATION_INFO) + + async def say(self, msg: BaseMessage): + if ( + msg.chat.is_private + or + not msg.author.is_admin + ): + return + + await self.new_msg(self.main_group, msg.text) diff --git a/skynet/frontend/chatbot/db.py b/skynet/frontend/chatbot/db.py new file mode 100644 index 0000000..9021af9 --- /dev/null +++ b/skynet/frontend/chatbot/db.py @@ -0,0 +1,424 @@ +import logging +import random +import string +import time +from datetime import datetime + +import docker +import psycopg2 +import asyncpg + +from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT +from contextlib import contextmanager as cm + +from skynet.constants import ( + DEFAULT_ROLE, DEFAULT_MODEL, DEFAULT_STEP, + DEFAULT_WIDTH, DEFAULT_HEIGHT, DEFAULT_GUIDANCE, + DEFAULT_STRENGTH, DEFAULT_UPSCALER +) +from skynet.frontend.chatbot.types import BaseFileInput + +DB_INIT_SQL = """ +CREATE SCHEMA IF NOT EXISTS skynet; + +CREATE TABLE IF NOT EXISTS skynet.user( + id BIGSERIAL PRIMARY KEY NOT NULL, + generated INT NOT NULL, + joined TIMESTAMP NOT NULL, + last_method TEXT, + last_prompt TEXT, + last_inputs TEXT, + role VARCHAR(128) NOT NULL +); + +CREATE TABLE IF NOT EXISTS skynet.user_config( + id BIGSERIAL NOT NULL, + model VARCHAR(512) NOT NULL, + step INT NOT NULL, + width INT NOT NULL, + height INT NOT NULL, + seed NUMERIC, + guidance DECIMAL NOT NULL, + strength DECIMAL NOT NULL, + upscaler VARCHAR(128), + autoconf BOOLEAN DEFAULT TRUE, + CONSTRAINT fk_config + FOREIGN KEY(id) + REFERENCES skynet.user(id) +); + +CREATE TABLE IF NOT EXISTS skynet.user_requests( + id BIGSERIAL NOT NULL, + user_id BIGSERIAL NOT NULL, + sent TIMESTAMP NOT NULL, + status TEXT NOT NULL, + status_msg BIGSERIAL PRIMARY KEY NOT NULL, + CONSTRAINT fk_user_req + FOREIGN KEY(user_id) + REFERENCES skynet.user(id) +); +""" + + +@cm +def open_new_database(cleanup: bool = True): + """ + Context manager that spins up a temporary Postgres Docker container, + creates a 'skynet' user and database, and yields (container, password, host). + Stops the container on exit if 'cleanup' is True. + """ + root_password = "".join(random.choice(string.ascii_lowercase) for _ in range(12)) + skynet_password = "".join(random.choice(string.ascii_lowercase) for _ in range(12)) + + dclient = docker.from_env() + container = dclient.containers.run( + "postgres", + name="skynet-test-postgres", + ports={"5432/tcp": None}, + environment={"POSTGRES_PASSWORD": root_password}, + detach=True, + ) + + try: + # Wait for Postgres to be ready + for log_line in container.logs(stream=True): + line = log_line.decode().rstrip() + logging.info(line) + if ( + "database system is ready to accept connections" in line + or "database system is shut down" in line + ): + break + + container.reload() + port_info = container.ports["5432/tcp"][0] + port = port_info["HostPort"] + db_host = f"localhost:{port}" + + # Let PostgreSQL settle + time.sleep(1) + logging.info("Creating 'skynet' database...") + + conn = psycopg2.connect( + user="postgres", password=root_password, host="localhost", port=port + ) + conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT) + conn.autocommit = True + cursor = conn.cursor() + cursor.execute(f"CREATE USER skynet WITH PASSWORD '{skynet_password}'") + cursor.execute("CREATE DATABASE skynet") + cursor.execute("GRANT ALL PRIVILEGES ON DATABASE skynet TO skynet") + cursor.close() + conn.close() + + logging.info("Database setup complete.") + yield container, skynet_password, db_host + + finally: + if container and cleanup: + container.stop() + + +class FrontendUserDB: + """ + A class that manages the connection pool for the 'skynet' database, + initializes the schema if needed, and provides high-level methods + for interacting with the 'skynet' tables. + """ + + def __init__( + self, + db_user: str, + db_pass: str, + db_host: str, + db_name: str + ): + self.db_user = db_user + self.db_pass = db_pass + self.db_host = db_host + self.db_name = db_name + self.pool: asyncpg.Pool | None = None + + async def __aenter__(self) -> "FrontendUserDB": + dsn = f"postgres://{self.db_user}:{self.db_pass}@{self.db_host}/{self.db_name}" + self.pool = await asyncpg.create_pool(dsn=dsn) + await self._init_db() + return self + + async def __aexit__(self, exc_type, exc_val, exc_tb): + if self.pool: + await self.pool.close() + + async def _init_db(self): + """ + Ensures the 'skynet' schema and tables exist. Also checks for + missing columns and adds them if necessary. + """ + async with self.pool.acquire() as conn: + # Check if schema is already initialized + result = await conn.fetch(""" + SELECT DISTINCT table_schema + FROM information_schema.tables + WHERE table_schema = 'skynet' + """) + if not result: + await conn.execute(DB_INIT_SQL) + + # Check if 'autoconf' column exists in user_config + col_check = await conn.fetch(""" + SELECT column_name + FROM information_schema.columns + WHERE table_name = 'user_config' AND column_name = 'autoconf' + """) + if not col_check: + await conn.execute( + "ALTER TABLE skynet.user_config ADD COLUMN autoconf BOOLEAN DEFAULT TRUE;" + ) + + # ------------- + # USER METHODS + # ------------- + + async def get_user_config(self, user_id: int): + """ + Fetches the user_config for the given user ID. + Returns the record if found, otherwise None. + """ + async with self.pool.acquire() as conn: + records = await conn.fetch( + "SELECT * FROM skynet.user_config WHERE id = $1", user_id + ) + return dict(records[0]) if len(records) == 1 else None + + async def get_user(self, user_id: int): + """Alias for get_user_config (same data returned).""" + return await self.get_user_config(user_id) + + async def new_user(self, user_id: int): + """ + Inserts a new user in skynet.user and its corresponding user_config record. + Raises ValueError if the user already exists. + """ + existing = await self.get_user(user_id) + if existing: + raise ValueError("User already present in DB") + + logging.info(f"New user! {user_id}") + now = datetime.utcnow() + + async with self.pool.acquire() as conn: + async with conn.transaction(): + await conn.execute( + """ + INSERT INTO skynet.user( + id, generated, joined, + last_method, last_prompt, last_inputs, role + ) + VALUES($1, 0, $2, 'txt2img', NULL, NULL, $3) + """, + user_id, + now, + DEFAULT_ROLE, + ) + await conn.execute( + """ + INSERT INTO skynet.user_config( + id, model, step, width, + height, guidance, strength, upscaler + ) + VALUES($1, $2, $3, $4, $5, $6, $7, $8) + """, + user_id, + DEFAULT_MODEL, + DEFAULT_STEP, + DEFAULT_WIDTH, + DEFAULT_HEIGHT, + DEFAULT_GUIDANCE, + DEFAULT_STRENGTH, + DEFAULT_UPSCALER, + ) + + async def get_or_create_user(self, user_id: int): + """ + Retrieves a user_config record for the given user_id. + If none exists, creates the user and returns the new record. + """ + user_cfg = await self.get_user(user_id) + if not user_cfg: + await self.new_user(user_id) + user_cfg = await self.get_user(user_id) + return user_cfg + + async def update_user(self, user_id: int, attr: str, val): + """ + Generic function to update a single field in skynet.user for a given user_id. + """ + async with self.pool.acquire() as conn: + await conn.execute( + f"UPDATE skynet.user SET {attr} = $2 WHERE id = $1", user_id, val + ) + + async def update_user_config(self, user_id: int, attr: str, val): + """ + Generic function to update a single field in skynet.user_config for a given user_id. + """ + async with self.pool.acquire() as conn: + await conn.execute( + f"UPDATE skynet.user_config SET {attr} = $2 WHERE id = $1", user_id, val + ) + + async def get_user_stats(self, user_id: int): + """ + Returns (generated, joined, role) for the given user_id. + """ + async with self.pool.acquire() as conn: + records = await conn.fetch( + """ + SELECT generated, joined, role + FROM skynet.user + WHERE id = $1 + """, + user_id, + ) + return records[0] if records else None + + async def increment_generated(self, user_id: int): + """ + Increments the 'generated' count for a given user by 1. + """ + async with self.pool.acquire() as conn: + await conn.execute( + """ + UPDATE skynet.user + SET generated = generated + 1 + WHERE id = $1 + """, + user_id, + ) + + async def update_user_stats( + self, + user_id: int, + method: str, + last_prompt: str | None = None, + last_inputs: list | None = None + ): + """ + Updates various 'last_*' fields in skynet.user. + """ + await self.update_user(user_id, "last_method", method) + if last_prompt is not None: + await self.update_user(user_id, "last_prompt", last_prompt) + + last_inputs_str = None + if isinstance(last_inputs, list): + last_inputs_str = ','.join((f'{f.id}:{f.cid}' for f in last_inputs)) + await self.update_user(user_id, "last_inputs", last_inputs_str) + + logging.info("Updated user stats: %s", (method, last_prompt, last_inputs_str)) + + # ---------------------- + # USER REQUESTS METHODS + # ---------------------- + + async def get_user_request(self, request_id: int): + """ + Fetches all matching rows for a given request_id. + """ + async with self.pool.acquire() as conn: + return await conn.fetch( + "SELECT * FROM skynet.user_requests WHERE id = $1", request_id + ) + + async def get_user_request_by_sid(self, status_msg_id: int): + """ + Fetches exactly one row (first row) by status_msg primary key. + """ + async with self.pool.acquire() as conn: + records = await conn.fetch( + "SELECT * FROM skynet.user_requests WHERE status_msg = $1", status_msg_id + ) + return records[0] if records else None + + async def new_user_request( + self, + user_id: int, + request_id: int, + status_msg_id: int, + status: str = "started processing request..." + ): + """ + Inserts a new row in skynet.user_requests. + """ + now = datetime.utcnow() + async with self.pool.acquire() as conn: + async with conn.transaction(): + await conn.execute( + """ + INSERT INTO skynet.user_requests( + id, user_id, sent, status, status_msg + ) + VALUES($1, $2, $3, $4, $5) + """, + request_id, user_id, now, status, status_msg_id + ) + + async def update_user_request(self, request_id: int, status: str): + """ + Updates the 'status' for a user request identified by 'request_id'. + """ + async with self.pool.acquire() as conn: + await conn.execute( + """ + UPDATE skynet.user_requests + SET status = $2 + WHERE id = $1 + """, + request_id, status + ) + + async def update_user_request_by_sid(self, sid: int, status: str): + """ + Updates the 'status' for a user request identified by 'status_msg'. + """ + async with self.pool.acquire() as conn: + await conn.execute( + """ + UPDATE skynet.user_requests + SET status = $2 + WHERE status_msg = $1 + """, + sid, status + ) + + # ---------------------------- + # Convenience "Get Last" Helpers + # ---------------------------- + + async def get_last_method_of(self, user_id: int) -> str | None: + async with self.pool.acquire() as conn: + return await conn.fetchval( + "SELECT last_method FROM skynet.user WHERE id = $1", user_id + ) + + async def get_last_prompt_of(self, user_id: int) -> str | None: + async with self.pool.acquire() as conn: + return await conn.fetchval( + "SELECT last_prompt FROM skynet.user WHERE id = $1", user_id + ) + + async def get_last_inputs_of(self, user_id: int) -> list[BaseFileInput] | None: + async with self.pool.acquire() as conn: + last_inputs_str = await conn.fetchval( + "SELECT last_inputs FROM skynet.user WHERE id = $1", user_id + ) + + if not last_inputs_str: + return [] + + last_inputs = [] + for i in last_inputs_str.split(','): + id, cid = i.split(':') + last_inputs.from_values(id, cid) + + return last_inputs diff --git a/skynet/frontend/chatbot/telegram.py b/skynet/frontend/chatbot/telegram.py new file mode 100644 index 0000000..aa604c5 --- /dev/null +++ b/skynet/frontend/chatbot/telegram.py @@ -0,0 +1,384 @@ +import logging +import traceback + +from typing import Self, Awaitable +from datetime import datetime, timezone + +from telebot.types import ( + User as TGUser, + Chat as TGChat, + PhotoSize as TGPhotoSize, + Message as TGMessage, + InputMediaPhoto, + InlineKeyboardButton, + InlineKeyboardMarkup +) +from telebot.async_telebot import AsyncTeleBot, ExceptionHandler +from telebot.formatting import hlink + +from skynet.types import BodyV0Params +from skynet.config import FrontendConfig +from skynet.constants import VERSION +from skynet.frontend.chatbot import BaseChatbot +from skynet.frontend.chatbot.db import FrontendUserDB +from skynet.frontend.chatbot.types import ( + BaseUser, + BaseChatRoom, + BaseFileInput, + BaseCommands, + BaseMessage +) + +GROUP_ID = -1001541979235 +TEST_GROUP_ID = -4099622703 +ADMIN_USER_ID = 383385940 + + +# Chatbot types impls + +class TelegramUser(BaseUser): + def __init__(self, user: TGUser): + self._user = user + + @property + def id(self) -> int: + return self._user.id + + @property + def name(self) -> str: + if self._user.username: + return f'@{self._user.username}' + + return f'{self._user.first_name} id: {self.id}' + + @property + def is_admin(self) -> bool: + return self.id == ADMIN_USER_ID + + +class TelegramChatRoom(BaseChatRoom): + + def __init__(self, chat: TGChat): + self._chat = chat + + @property + def id(self) -> int: + return self._chat.id + + @property + def is_private(self) -> bool: + return self._chat.type == 'private' + + +class TelegramFileInput(BaseFileInput): + + def __init__( + self, + photo: TGPhotoSize | None = None, + id: int | None = None, + cid: str | None = None + ): + self._photo = photo + self._id = id + self._cid = cid + + self._raw = None + + def from_values(id: int, cid: str) -> Self: + return TelegramFileInput(id=id, cid=cid) + + @property + def id(self) -> int: + if self._id: + return self._id + + return self._photo.file_id + + @property + def cid(self) -> str: + if self._cid: + return self._cid + + raise ValueError + + async def download(self, bot: AsyncTeleBot) -> bytes: + file_path = (await bot.get_file(self.id)).file_path + self._raw = await bot.download_file(file_path) + return self._raw + + +class TelegramMessage(BaseMessage): + + def __init__(self, cmd: BaseCommands | None, msg: TGMessage): + self._msg = msg + self._cmd = cmd + self._chat = TelegramChatRoom(msg.chat) + + @property + def id(self) -> int: + return self._msg.message_id + + @property + def chat(self) -> TelegramChatRoom: + return self._chat + + @property + def text(self) -> str: + return self._msg.text[len(self._cmd) + 2:] # remove command name, slash and first space + + @property + def author(self) -> TelegramUser: + return TelegramUser(self._msg.from_user) + + @property + def command(self) -> str | None: + return self._cmd + + @property + def inputs(self) -> list[TelegramFileInput]: + if self._msg.photo: + return [ + TelegramFileInput(photo=p) + for p in self._msg.photo + ] + + return [] + + +# generic tg utils + +def timestamp_pretty(): + return datetime.now(timezone.utc).strftime('%H:%M:%S') + + +class TGExceptionHandler(ExceptionHandler): + + def handle(exception): + traceback.print_exc() + + +def build_redo_menu(): + btn_redo = InlineKeyboardButton("Redo", callback_data='{\"method\": \"redo\"}') + inline_keyboard = InlineKeyboardMarkup() + inline_keyboard.add(btn_redo) + return inline_keyboard + + +def prepare_metainfo_caption(user: TelegramUser, worker: str, reward: str, params: BodyV0Params) -> str: + prompt = params.prompt + if len(prompt) > 256: + prompt = prompt[:256] + + meta_str = f'by {user.name}\n' + meta_str += f'performed by {worker}\n' + meta_str += f'reward: {reward}\n' + + meta_str += f'prompt: {prompt}\n' + meta_str += f'seed: {params.seed}\n' + meta_str += f'step: {params.step}\n' + if params.guidance: + meta_str += f'guidance: {params.guidance}\n' + + if params.strength: + meta_str += f'strength: {params.strength}\n' + + meta_str += f'algo: {params.model}\n' + + meta_str += f'Made with Skynet v{VERSION}\n' + meta_str += 'JOIN THE SWARM: @skynetgpu' + return meta_str + + +def generate_reply_caption( + config: FrontendConfig, + user: TelegramUser, + params: BodyV0Params, + tx_hash: str, + worker: str, +): + explorer_link = hlink( + 'SKYNET Transaction Explorer', + f'https://{config.explorer_domain}/v2/explore/transaction/{tx_hash}' + ) + + meta_info = prepare_metainfo_caption(user, worker, config.reward, params) + + final_msg = '\n'.join([ + 'Worker finished your task!', + explorer_link, + f'PARAMETER INFO:\n{meta_info}' + ]) + + final_msg = '\n'.join([ + f'{explorer_link}', + f'{meta_info}' + ]) + + return final_msg + + +def append_handler(bot: AsyncTeleBot, command: str, fn: Awaitable): + @bot.message_handler(commands=[command]) + async def wrap_msg_and_handle(tg_msg: TGMessage): + await fn(TelegramMessage(cmd=command, msg=tg_msg)) + + +class TelegramChatbot(BaseChatbot): + + def __init__( + self, + config: FrontendConfig, + db: FrontendUserDB, + ): + super().__init__(config, db) + bot = AsyncTeleBot(config.token, exception_handler=TGExceptionHandler) + + append_handler(bot, BaseCommands.HELP, self.send_help) + append_handler(bot, BaseCommands.COOL, self.send_cool_words) + append_handler(bot, BaseCommands.QUEUE, self.get_queue) + append_handler(bot, BaseCommands.CONFIG, self.set_config) + append_handler(bot, BaseCommands.STATS, self.user_stats) + append_handler(bot, BaseCommands.DONATE, self.donation_info) + append_handler(bot, BaseCommands.SAY, self.say) + + append_handler(bot, BaseCommands.TXT2IMG, self.handle_request) + append_handler(bot, BaseCommands.IMG2IMG, self.handle_request) + append_handler(bot, BaseCommands.REDO, self.handle_request) + + self.bot = bot + + self._main_room: TelegramChatRoom | None = None + + async def init(self): + tg_group = await self.bot.get_chat(TEST_GROUP_ID) + self._main_room = TelegramChatRoom(chat=tg_group) + logging.info('initialized') + + async def run(self): + await self.init() + await self.bot.infinity_polling() + + @property + def main_group(self) -> TelegramChatRoom: + return self._main_room + + async def new_msg(self, chat: TelegramChatRoom, text: str) -> TelegramMessage: + msg = await self.bot.send_message(chat.id, text, parse_mode='HTML') + return TelegramMessage(cmd=None, msg=msg) + + async def reply_to(self, msg: TelegramMessage, text: str) -> TelegramMessage: + msg = await self.bot.reply_to(msg._msg, text) + return TelegramMessage(cmd=None, msg=msg) + + async def edit_msg(self, msg: TelegramMessage, text: str): + await self.bot.edit_message_text( + text, + chat_id=msg.chat.id, + message_id=msg.id, + parse_mode='HTML' + ) + + async def update_request_status_timeout(self, status_msg: TelegramMessage): + ''' + Notify users when we timedout trying to find a matching submit + ''' + await self.append_status_msg( + status_msg, + f'\n[{timestamp_pretty()}] timeout processing request', + ) + + async def update_request_status_step_0(self, status_msg: TelegramMessage, user_msg: TelegramMessage): + ''' + First step in request status message lifecycle, should notify which user sent the request + and that we are about to broadcast the request to chain + ''' + await self.update_status_msg( + status_msg, + f'processing a \'{user_msg.command}\' request by {user_msg.author.name}\n' + f'[{timestamp_pretty()}] broadcasting transaction to chain...' + ) + + async def update_request_status_step_1(self, status_msg: TelegramMessage, tx_result: dict): + ''' + Second step in request status message lifecycle, should notify enqueue transaction + was processed by chain, and provide a link to the tx in the chain explorer + ''' + enqueue_tx_id = tx_result['transaction_id'] + enqueue_tx_link = hlink( + 'Your request on Skynet Explorer', + f'https://{self.config.explorer_domain}/v2/explore/transaction/{enqueue_tx_id}' + ) + await self.append_status_msg( + status_msg, + f' broadcasted!\n' + f'{enqueue_tx_link}\n' + f'[{timestamp_pretty()}] workers are processing request...', + ) + + async def update_request_status_step_2(self, status_msg: TelegramMessage, submit_tx_hash: str): + ''' + Third step in request status message lifecycle, should notify matching submit transaction + was found, and provide a link to the tx in the chain explorer + ''' + tx_link = hlink( + 'Your result on Skynet Explorer', + f'https://{self.config.explorer_domain}/v2/explore/transaction/{submit_tx_hash}' + ) + await self.append_status_msg( + status_msg, + f' request processed!\n' + f'{tx_link}\n' + f'[{timestamp_pretty()}] trying to download image...\n', + ) + + async def update_request_status_final( + self, + og_msg: TelegramMessage, + status_msg: TelegramMessage, + user: TelegramUser, + params: BodyV0Params, + inputs: list[TelegramFileInput], + submit_tx_hash: str, + worker: str, + result_img: bytes | None + ): + ''' + Last step in request status message lifecycle, should delete status message and send a + new message replying to the original user's message, generate the appropiate + reply caption and if provided also sent the found result img + ''' + caption = generate_reply_caption( + self.config, user, params, submit_tx_hash, worker) + + await self.bot.delete_message( + chat_id=status_msg.chat.id, + message_id=status_msg.id + ) + + if not result_img: + # result found on chain but failed to fetch img from ipfs + await self.reply_to(og_msg, caption, reply_markup=build_redo_menu()) + return + + match len(inputs): + case 0: + await self.bot.send_photo( + status_msg.chat.id, + caption=caption, + photo=result_img, + reply_markup=build_redo_menu(), + parse_mode='HTML' + ) + + case 1: + _input = inputs.pop() + await self.bot.send_media_group( + status_msg.chat.id, + media=[ + InputMediaPhoto(_input.id), + InputMediaPhoto(result_img, caption=caption, parse_mode='HTML') + ] + ) + + case _: + raise NotImplementedError diff --git a/skynet/frontend/chatbot/types.py b/skynet/frontend/chatbot/types.py new file mode 100644 index 0000000..283029b --- /dev/null +++ b/skynet/frontend/chatbot/types.py @@ -0,0 +1,110 @@ +import io + +from abc import ABC, abstractproperty, abstractmethod +from enum import StrEnum +from typing import Self +from PIL import Image + +from skynet.ipfs import AsyncIPFSHTTP + + +class BaseUser(ABC): + + @abstractproperty + def id(self) -> int: + ... + + @abstractproperty + def name(self) -> str: + ... + + @abstractproperty + def is_admin(self) -> bool: + ... + + +class BaseChatRoom(ABC): + @abstractproperty + def id(self) -> int: + ... + + @abstractproperty + def is_private(self) -> bool: + ... + + +class BaseFileInput(ABC): + + @staticmethod + @abstractmethod + def from_values(id: int, cid: str) -> Self: + ... + + @abstractproperty + def id(self) -> int: + ... + + @abstractproperty + def cid(self) -> str: + ... + + @abstractmethod + async def download(self, *args) -> bytes: + ... + + async def publish(self, ipfs_api: AsyncIPFSHTTP, user_row: dict): + with Image.open(io.BytesIO(self._raw)) as img: + w, h = img.size + + if ( + w > user_row['width'] + or + h > user_row['height'] + ): + img.thumbnail((user_row['width'], user_row['height'])) + + img_path = '/tmp/ipfs-staging/img.png' + img.save(img_path, format='PNG') + + ipfs_info = await ipfs_api.add(img_path) + ipfs_hash = ipfs_info['Hash'] + await ipfs_api.pin(ipfs_hash) + + +class BaseCommands(StrEnum): + TXT2IMG = 'txt2img' + IMG2IMG = 'img2img' + REDO = 'redo' + HELP = 'help' + COOL = 'cool' + QUEUE = 'queue' + CONFIG = 'config' + STATS = 'stats' + DONATE = 'donate' + SAY = 'say' + + +class BaseMessage(ABC): + @abstractproperty + def id(self) -> int: + ... + + @abstractproperty + def chat(self) -> BaseChatRoom: + ... + + @abstractproperty + def text(self) -> str: + ... + + @abstractproperty + def author(self) -> BaseUser: + ... + + @abstractproperty + def command(self) -> str | None: + ... + + @abstractproperty + def inputs(self) -> list[BaseFileInput]: + ... diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py deleted file mode 100644 index 540a240..0000000 --- a/skynet/frontend/telegram/__init__.py +++ /dev/null @@ -1,295 +0,0 @@ -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()}] broadcasting transaction to chain...', - 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' broadcasted!\n' - f'{enqueue_tx_link}\n' - f'[{timestamp_pretty()}] workers are processing request...', - 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()}] timeout processing request', - 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' request processed!\n' - f'{tx_link}\n' - f'[{timestamp_pretty()}] trying to download image...\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 diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py deleted file mode 100644 index e9eaebb..0000000 --- a/skynet/frontend/telegram/handlers.py +++ /dev/null @@ -1,365 +0,0 @@ -import io -import json -import logging - -from datetime import datetime, timedelta - -from PIL import Image -from telebot.types import CallbackQuery, Message - -from skynet.frontend import validate_user_config_request, perform_auto_conf -from skynet.constants import * - - -def create_handler_context(frontend: 'SkynetTelegramFrontend'): - - bot = frontend.bot - cleos = frontend.cleos - db_call = frontend.db_call - work_request = frontend.work_request - - ipfs_node = frontend.ipfs_node - - # generic / simple handlers - - @bot.message_handler(commands=['help']) - async def send_help(message): - splt_msg = message.text.split(' ') - - if len(splt_msg) == 1: - await bot.reply_to(message, HELP_TEXT) - - else: - param = splt_msg[1] - if param in HELP_TOPICS: - await bot.reply_to(message, HELP_TOPICS[param]) - - else: - await bot.reply_to(message, HELP_UNKWNOWN_PARAM) - - @bot.message_handler(commands=['cool']) - async def send_cool_words(message): - await bot.reply_to(message, '\n'.join(COOL_WORDS)) - - @bot.message_handler(commands=['queue']) - async def queue(message): - an_hour_ago = datetime.now() - timedelta(hours=1) - queue = await cleos.aget_table( - 'gpu.scd', 'gpu.scd', 'queue', - index_position=2, - key_type='i64', - sort='desc', - lower_bound=int(an_hour_ago.timestamp()) - ) - await bot.reply_to( - message, f'Total requests on skynet queue: {len(queue)}') - - - @bot.message_handler(commands=['config']) - async def set_config(message): - user = message.from_user.id - try: - attr, val, reply_txt = validate_user_config_request( - message.text) - - logging.info(f'user config update: {attr} to {val}') - await db_call('update_user_config', user, attr, val) - logging.info('done') - - except BaseException as e: - reply_txt = str(e) - - finally: - await bot.reply_to(message, reply_txt) - - @bot.message_handler(commands=['stats']) - async def user_stats(message): - user = message.from_user.id - - await db_call('get_or_create_user', user) - generated, joined, role = await db_call('get_user_stats', user) - - stats_str = f'generated: {generated}\n' - stats_str += f'joined: {joined}\n' - stats_str += f'role: {role}\n' - - await bot.reply_to( - message, stats_str) - - @bot.message_handler(commands=['donate']) - async def donation_info(message): - await bot.reply_to( - message, DONATION_INFO) - - @bot.message_handler(commands=['say']) - async def say(message): - chat = message.chat - user = message.from_user - - if (chat.type == 'group') or (user.id != 383385940): - return - - await bot.send_message(GROUP_ID, message.text[4:]) - - - # generic txt2img handler - - async def _generic_txt2img(message_or_query): - if isinstance(message_or_query, CallbackQuery): - query = message_or_query - message = query.message - user = query.from_user - chat = query.message.chat - - else: - message = message_or_query - user = message.from_user - chat = message.chat - - if chat.type == 'private': - return - - reply_id = None - if chat.type == 'group' and chat.id == GROUP_ID: - reply_id = message.message_id - - user_row = await db_call('get_or_create_user', user.id) - - # init new msg - init_msg = 'started processing txt2img request...' - status_msg = await bot.reply_to(message, init_msg) - await db_call( - 'new_user_request', user.id, message.id, status_msg.id, status=init_msg) - - prompt = ' '.join(message.text.split(' ')[1:]) - - if len(prompt) == 0: - await bot.edit_message_text( - 'Empty text prompt ignored.', - chat_id=status_msg.chat.id, - message_id=status_msg.id - ) - await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.') - return - - logging.info(f'mid: {message.id}') - - user_config = {**user_row} - del user_config['id'] - - if user_config['autoconf']: - user_config = perform_auto_conf(user_config) - - params = { - 'prompt': prompt, - **user_config - } - - await db_call( - 'update_user_stats', user.id, 'txt2img', last_prompt=prompt) - - success = await work_request(user, status_msg, 'txt2img', params) - - if success: - await db_call('increment_generated', user.id) - - - # generic img2img handler - - async def _generic_img2img(message_or_query): - if isinstance(message_or_query, CallbackQuery): - query = message_or_query - message = query.message - user = query.from_user - chat = query.message.chat - - else: - message = message_or_query - user = message.from_user - chat = message.chat - - if chat.type == 'private': - return - - reply_id = None - if chat.type == 'group' and chat.id == GROUP_ID: - reply_id = message.message_id - - user_row = await db_call('get_or_create_user', user.id) - - # init new msg - init_msg = 'started processing txt2img request...' - status_msg = await bot.reply_to(message, init_msg) - await db_call( - 'new_user_request', user.id, message.id, status_msg.id, status=init_msg) - - if not message.caption.startswith('/img2img'): - await bot.reply_to( - message, - 'For image to image you need to add /img2img to the beggining of your caption' - ) - return - - prompt = ' '.join(message.caption.split(' ')[1:]) - - if len(prompt) == 0: - await bot.reply_to(message, 'Empty text prompt ignored.') - return - - file_id = message.photo[-1].file_id - file_path = (await bot.get_file(file_id)).file_path - image_raw = await bot.download_file(file_path) - - user_config = {**user_row} - del user_config['id'] - if user_config['autoconf']: - user_config = perform_auto_conf(user_config) - - with Image.open(io.BytesIO(image_raw)) as image: - w, h = image.size - - if w > user_config['width'] or h > user_config['height']: - logging.warning(f'user sent img of size {image.size}') - image.thumbnail( - (user_config['width'], user_config['height'])) - logging.warning(f'resized it to {image.size}') - - image_loc = 'ipfs-staging/image.png' - image.save(image_loc, format='PNG') - - ipfs_info = await ipfs_node.add(image_loc) - ipfs_hash = ipfs_info['Hash'] - await ipfs_node.pin(ipfs_hash) - - logging.info(f'published input image {ipfs_hash} on ipfs') - - logging.info(f'mid: {message.id}') - - params = { - 'prompt': prompt, - **user_config - } - - await db_call( - 'update_user_stats', - user.id, - 'img2img', - last_file=file_id, - last_prompt=prompt, - last_binary=ipfs_hash - ) - - success = await work_request( - user, status_msg, 'img2img', params, - file_id=file_id, - inputs=ipfs_hash - ) - - if success: - await db_call('increment_generated', user.id) - - - # generic redo handler - - async def _redo(message_or_query): - is_query = False - if isinstance(message_or_query, CallbackQuery): - is_query = True - query = message_or_query - message = query.message - user = query.from_user - chat = query.message.chat - - elif isinstance(message_or_query, Message): - message = message_or_query - user = message.from_user - chat = message.chat - - if chat.type == 'private': - return - - init_msg = 'started processing redo request...' - if is_query: - status_msg = await bot.send_message(chat.id, init_msg) - - else: - status_msg = await bot.reply_to(message, init_msg) - - method = await db_call('get_last_method_of', user.id) - prompt = await db_call('get_last_prompt_of', user.id) - - file_id = None - binary = '' - if method == 'img2img': - file_id = await db_call('get_last_file_of', user.id) - binary = await db_call('get_last_binary_of', user.id) - - if not prompt: - await bot.reply_to( - message, - 'no last prompt found, do a txt2img cmd first!' - ) - return - - - user_row = await db_call('get_or_create_user', user.id) - await db_call( - 'new_user_request', user.id, message.id, status_msg.id, status=init_msg) - user_config = {**user_row} - del user_config['id'] - if user_config['autoconf']: - user_config = perform_auto_conf(user_config) - - params = { - 'prompt': prompt, - **user_config - } - - success = await work_request( - user, status_msg, 'redo', params, - file_id=file_id, - inputs=binary - ) - - if success: - await db_call('increment_generated', user.id) - - - # "proxy" handlers just request routers - - @bot.message_handler(commands=['txt2img']) - async def send_txt2img(message): - await _generic_txt2img(message) - - @bot.message_handler(func=lambda message: True, content_types=[ - 'photo', 'document']) - async def send_img2img(message): - await _generic_img2img(message) - - @bot.message_handler(commands=['img2img']) - async def img2img_missing_image(message): - await bot.reply_to( - message, - 'seems you tried to do an img2img command without sending image' - ) - - @bot.message_handler(commands=['redo']) - async def redo(message): - await _redo(message) - - @bot.callback_query_handler(func=lambda call: True) - async def callback_query(call): - msg = json.loads(call.data) - logging.info(call.data) - method = msg.get('method') - match method: - case 'redo': - await _redo(call) - - - # catch all handler for things we dont support - - @bot.message_handler(func=lambda message: True) - async def echo_message(message): - if message.text[0] == '/': - await bot.reply_to(message, UNKNOWN_CMD_TEXT) diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py deleted file mode 100644 index 13271fb..0000000 --- a/skynet/frontend/telegram/utils.py +++ /dev/null @@ -1,105 +0,0 @@ -import json -import logging -import traceback - -from datetime import datetime, timezone - -from telebot.types import InlineKeyboardButton, InlineKeyboardMarkup -from telebot.async_telebot import ExceptionHandler -from telebot.formatting import hlink - -from skynet.constants import * - - -def timestamp_pretty(): - return datetime.now(timezone.utc).strftime('%H:%M:%S') - - -def tg_user_pretty(tguser): - if tguser.username: - return f'@{tguser.username}' - else: - return f'{tguser.first_name} id: {tguser.id}' - - -class SKYExceptionHandler(ExceptionHandler): - - def handle(exception): - traceback.print_exc() - - -def build_redo_menu(): - btn_redo = InlineKeyboardButton("Redo", callback_data=json.dumps({'method': 'redo'})) - inline_keyboard = InlineKeyboardMarkup() - inline_keyboard.add(btn_redo) - return inline_keyboard - - -def prepare_metainfo_caption(tguser, worker: str, reward: str, meta: dict) -> str: - prompt = meta["prompt"] - if len(prompt) > 256: - prompt = prompt[:256] - - - meta_str = f'by {tg_user_pretty(tguser)}\n' - meta_str += f'performed by {worker}\n' - meta_str += f'reward: {reward}\n' - - meta_str += f'prompt: {prompt}\n' - meta_str += f'seed: {meta["seed"]}\n' - meta_str += f'step: {meta["step"]}\n' - meta_str += f'guidance: {meta["guidance"]}\n' - if meta['strength']: - meta_str += f'strength: {meta["strength"]}\n' - meta_str += f'algo: {meta["model"]}\n' - if meta['upscaler']: - meta_str += f'upscaler: {meta["upscaler"]}\n' - - meta_str += f'Made with Skynet v{VERSION}\n' - meta_str += f'JOIN THE SWARM: @skynetgpu' - return meta_str - - -def generate_reply_caption( - tguser, # telegram user - params: dict, - tx_hash: str, - worker: str, - reward: str, - explorer_domain: str -): - explorer_link = hlink( - 'SKYNET Transaction Explorer', - f'https://{explorer_domain}/v2/explore/transaction/{tx_hash}' - ) - - meta_info = prepare_metainfo_caption(tguser, worker, reward, params) - - final_msg = '\n'.join([ - 'Worker finished your task!', - explorer_link, - f'PARAMETER INFO:\n{meta_info}' - ]) - - final_msg = '\n'.join([ - f'{explorer_link}', - f'{meta_info}' - ]) - - logging.info(final_msg) - - return final_msg - - -async def get_global_config(cleos): - return (await cleos.aget_table( - 'gpu.scd', 'gpu.scd', 'config'))[0] - -async def get_user_nonce(cleos, user: str): - return (await cleos.aget_table( - 'gpu.scd', 'gpu.scd', 'users', - index_position=1, - key_type='name', - lower_bound=user, - upper_bound=user - ))[0]['nonce'] diff --git a/skynet/types.py b/skynet/types.py index 44e1bce..4e7c3a0 100644 --- a/skynet/types.py +++ b/skynet/types.py @@ -85,6 +85,7 @@ class BodyV0Params(Struct): strength: str | float | None = None output_type: str | None = 'png' upscaler: str | None = None + autoconf: bool | None = None class BodyV0(Struct): diff --git a/uv.lock b/uv.lock index 57355d4..59b4d3d 100644 --- a/uv.lock +++ b/uv.lock @@ -1,4 +1,5 @@ version = 1 +revision = 1 requires-python = ">=3.10, <3.13" resolution-markers = [ "python_full_version >= '3.12' and sys_platform == 'darwin'", @@ -271,7 +272,7 @@ name = "cffi" version = "1.17.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "pycparser" }, + { name = "pycparser", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, ] sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621 } wheels = [ @@ -1271,7 +1272,7 @@ name = "nvidia-cudnn-cu12" version = "9.1.0.70" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-cublas-cu12" }, + { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/9f/fd/713452cd72343f682b1c7b9321e23829f00b842ceaedcda96e742ea0b0b3/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f", size = 664752741 }, @@ -1298,9 +1299,9 @@ name = "nvidia-cusolver-cu12" version = "11.4.5.107" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-cublas-cu12" }, - { name = "nvidia-cusparse-cu12" }, - { name = "nvidia-nvjitlink-cu12" }, + { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, + { name = "nvidia-cusparse-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, + { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/bc/1d/8de1e5c67099015c834315e333911273a8c6aaba78923dd1d1e25fc5f217/nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd", size = 124161928 }, @@ -1311,7 +1312,7 @@ name = "nvidia-cusparse-cu12" version = "12.1.0.106" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "nvidia-nvjitlink-cu12" }, + { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/65/5b/cfaeebf25cd9fdec14338ccb16f6b2c4c7fa9163aefcf057d86b9cc248bb/nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c", size = 195958278 }, @@ -1598,7 +1599,7 @@ wheels = [ [[package]] name = "py-leap" version = "0.1a35" -source = { git = "https://github.com/guilledk/py-leap.git?branch=struct_unwrap#18b3c73e724922a060db5f8ea2b9d9727b6152cc" } +source = { editable = "../py-leap" } dependencies = [ { name = "base58" }, { name = "cryptos" }, @@ -1608,6 +1609,33 @@ dependencies = [ { name = "ripemd-hash" }, ] +[package.metadata] +requires-dist = [ + { name = "base58", specifier = ">=2.1.1,<3" }, + { name = "cryptos", specifier = ">=2.0.9,<3" }, + { name = "httpx", specifier = ">=0.28.1,<0.29" }, + { name = "msgspec", specifier = ">=0.19.0" }, + { name = "requests", specifier = "<2.32.0" }, + { name = "ripemd-hash", specifier = ">=1.0.1,<2" }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "docker", specifier = ">=6.1.3,<7" }, + { name = "pdbpp", specifier = ">=0.10.3,<0.11" }, + { name = "pytest", specifier = ">=8.3.4,<9" }, + { name = "pytest-trio", specifier = ">=0.8.0,<0.9" }, +] +docs = [ + { name = "sphinx", 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