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Start creating generic abstraction for chatbot

frontend_abc
Guillermo Rodriguez 2025-02-18 22:17:47 -03:00
parent 5b935e5b4d
commit fedbd95ca8
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GPG Key ID: 002CC5F1E6BDA53E
14 changed files with 1567 additions and 932 deletions
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3
pyproject.toml
View File

@ -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]

52
skynet/cli.py
View File

@ -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())

16
skynet/config.py
View File

@ -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):

32
skynet/constants.py
View File

@ -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

30
skynet/frontend/__init__.py
View File

@ -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

467
skynet/frontend/chatbot/__init__.py 100644
View File

@ -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)

424
skynet/frontend/chatbot/db.py 100644
View File

@ -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

384
skynet/frontend/chatbot/telegram.py 100644
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@ -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'<u>by {user.name}</u>\n'
meta_str += f'<i>performed by {worker}</i>\n'
meta_str += f'<b><u>reward: {reward}</u></b>\n'
meta_str += f'<code>prompt:</code> {prompt}\n'
meta_str += f'<code>seed: {params.seed}</code>\n'
meta_str += f'<code>step: {params.step}</code>\n'
if params.guidance:
meta_str += f'<code>guidance: {params.guidance}</code>\n'
if params.strength:
meta_str += f'<code>strength: {params.strength}</code>\n'
meta_str += f'<code>algo: {params.model}</code>\n'
meta_str += f'<b><u>Made with Skynet v{VERSION}</u></b>\n'
meta_str += '<b>JOIN THE SWARM: @skynetgpu</b>'
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'<b><i>{explorer_link}</i></b>',
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()}] <b>timeout processing request</b>',
)
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()}] <i>broadcasting transaction to chain...</i>'
)
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' <b>broadcasted!</b>\n'
f'<b>{enqueue_tx_link}</b>\n'
f'[{timestamp_pretty()}] <i>workers are processing request...</i>',
)
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' <b>request processed!</b>\n'
f'<b>{tx_link}</b>\n'
f'[{timestamp_pretty()}] <i>trying to download image...</i>\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

110
skynet/frontend/chatbot/types.py 100644
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@ -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]:
...

295
skynet/frontend/telegram/__init__.py
View File

@ -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()}] <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

365
skynet/frontend/telegram/handlers.py
View File

@ -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)

105
skynet/frontend/telegram/utils.py
View File

@ -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'<u>by {tg_user_pretty(tguser)}</u>\n'
meta_str += f'<i>performed by {worker}</i>\n'
meta_str += f'<b><u>reward: {reward}</u></b>\n'
meta_str += f'<code>prompt:</code> {prompt}\n'
meta_str += f'<code>seed: {meta["seed"]}</code>\n'
meta_str += f'<code>step: {meta["step"]}</code>\n'
meta_str += f'<code>guidance: {meta["guidance"]}</code>\n'
if meta['strength']:
meta_str += f'<code>strength: {meta["strength"]}</code>\n'
meta_str += f'<code>algo: {meta["model"]}</code>\n'
if meta['upscaler']:
meta_str += f'<code>upscaler: {meta["upscaler"]}</code>\n'
meta_str += f'<b><u>Made with Skynet v{VERSION}</u></b>\n'
meta_str += f'<b>JOIN THE SWARM: @skynetgpu</b>'
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'<b><i>{explorer_link}</i></b>',
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']

1
skynet/types.py
View File

@ -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):

215
uv.lock
View File

@ -272,7 +272,7 @@ name = "cffi"
version = "1.17.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pycparser", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "pycparser" },
]
sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621 }
wheels = [
@ -443,14 +443,14 @@ wheels = [
[[package]]
name = "discord-py"
version = "2.4.0"
version = "2.5.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohttp" },
]
sdist = { url = "https://files.pythonhosted.org/packages/39/af/80cab4015722d3bee175509b7249a11d5adf77b5ff4c27f268558079d149/discord_py-2.4.0.tar.gz", hash = "sha256:d07cb2a223a185873a1d0ee78b9faa9597e45b3f6186df21a95cec1e9bcdc9a5", size = 1027707 }
sdist = { url = "https://files.pythonhosted.org/packages/59/7e/a778257411e86d834c94ea6d67abacca8f0efac62996882898d55e475748/discord_py-2.5.0.tar.gz", hash = "sha256:f6827909b87ea89bdb2cc49d475cb1fada2e73235a3e4568fc8b113660340c73", size = 1054589 }
wheels = [
{ url = "https://files.pythonhosted.org/packages/23/10/3c44e9331a5ec3bae8b2919d51f611a5b94e179563b1b89eb6423a8f43eb/discord.py-2.4.0-py3-none-any.whl", hash = "sha256:b8af6711c70f7e62160bfbecb55be699b5cb69d007426759ab8ab06b1bd77d1d", size = 1125988 },
{ url = "https://files.pythonhosted.org/packages/8a/d5/2f54c110f6707bf563957349f8ca9cdf883f420699cd61ec8b48018754bb/discord.py-2.5.0-py3-none-any.whl", hash = "sha256:8e1e3b3ff5a112a4ab3a615059a285238eea34edff6de8737db6e1f72ea05195", size = 1154805 },
]
[[package]]
@ -1272,7 +1272,7 @@ name = "nvidia-cudnn-cu12"
version = "9.1.0.70"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "nvidia-cublas-cu12" },
]
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 },
@ -1299,9 +1299,9 @@ name = "nvidia-cusolver-cu12"
version = "11.4.5.107"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ 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')" },
{ name = "nvidia-cublas-cu12" },
{ name = "nvidia-cusparse-cu12" },
{ name = "nvidia-nvjitlink-cu12" },
]
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 },
@ -1312,7 +1312,7 @@ name = "nvidia-cusparse-cu12"
version = "12.1.0.106"
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