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Merge pull request #4 from guilledk/net_rework 

Net rework
pull/18/head v0.1a9
Guillermo Rodriguez 2023-05-21 16:00:39 -03:00 committed by GitHub
parent 71c6270a03 c430166895
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skynet.ini
.python-version
hf_home
outputs

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copy scripts scripts
copy tests tests
expose 40000-45000

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LICENSE
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A menos que sea especificamente indicado en el cabezal del archivo, se reservan
todos los derechos sobre este codigo por parte de:
GNU AFFERO GENERAL PUBLIC LICENSE
Version 3, 19 November 2007
Guillermo Rodriguez, guillermor@fing.edu.uy
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
Everyone is permitted to copy and distribute verbatim copies
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specific requirements.
You should also get your employer (if you work as a programmer) or school,
if any, to sign a "copyright disclaimer" for the program, if necessary.
For more information on this, and how to apply and follow the GNU AGPL, see
<https://www.gnu.org/licenses/>.
Guillermo Rodriguez, guillermor@.edu.uy

2
requirements.test.txt
View File

@ -3,4 +3,4 @@ pytest
pytest-trio
psycopg2-binary
git+https://github.com/guilledk/pytest-dockerctl.git@host_network#egg=pytest-dockerctl
git+https://github.com/guilledk/pytest-dockerctl.git@multi_names#egg=pytest-dockerctl

2
requirements.txt
View File

@ -9,3 +9,5 @@ protobuf
pyOpenSSL
trio_asyncio
pyTelegramBotAPI
git+https://github.com/goodboy/tractor.git@master#egg=tractor

12
skynet.ini.example 100644
View File

@ -0,0 +1,12 @@
[skynet]
certs_dir = certs
[skynet.dgpu]
hf_home = hf_home
hf_token = hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx
[skynet.telegram]
token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
[skynet.telegram-test]
token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx

504
skynet/brain.py
View File

@ -1,35 +1,24 @@
#!/usr/bin/python
import time
import json
import uuid
import zlib
import logging
import traceback
from uuid import UUID
from pathlib import Path
from functools import partial
from contextlib import asynccontextmanager as acm
from collections import OrderedDict
import trio
import pynng
import trio_asyncio
from pynng import TLSConfig
from OpenSSL.crypto import (
load_privatekey,
load_certificate,
FILETYPE_PEM
)
from pynng import Context
from .db import *
from .utils import time_ms
from .network import *
from .protobuf import *
from .constants import *
from .protobuf import *
class SkynetRPCBadRequest(BaseException):
...
class SkynetDGPUOffline(BaseException):
...
@ -44,39 +33,71 @@ class SkynetShutdownRequested(BaseException):
@acm
async def open_rpc_service(sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
async def run_skynet(
rpc_address: str = DEFAULT_RPC_ADDR
):
logging.basicConfig(level=logging.INFO)
logging.info('skynet is starting')
nodes = OrderedDict()
wip_reqs = {}
fin_reqs = {}
heartbeats = {}
next_worker: Optional[int] = None
security = len(tls_whitelist) > 0
def connect_node(uid):
def connect_node(req: SkynetRPCRequest):
nonlocal next_worker
nodes[uid] = {
'task': None
}
logging.info(f'dgpu online: {uid}')
if not next_worker:
next_worker = 0
node_params = MessageToDict(req.params)
logging.info(f'got node params {node_params}')
if 'dgpu_addr' not in node_params:
raise SkynetRPCBadRequest(
f'DGPU connection params don\'t include dgpu addr')
session = SessionClient(
node_params['dgpu_addr'],
'skynet',
cert_name='brain.cert',
key_name='brain.key',
ca_name=node_params['cert']
)
try:
session.connect()
node = {
'task': None,
'session': session
}
node.update(node_params)
nodes[req.uid] = node
logging.info(f'DGPU node online: {req.uid}')
if not next_worker:
next_worker = 0
except pynng.exceptions.ConnectionRefused:
logging.warning(f'error while dialing dgpu node... dropping...')
raise SkynetDGPUOffline('Connection to dgpu node addr failed.')
def disconnect_node(uid):
nonlocal next_worker
if uid not in nodes:
logging.warning(f'Attempt to disconnect unknown node {uid}')
return
i = list(nodes.keys()).index(uid)
nodes[uid]['session'].disconnect()
del nodes[uid]
if i < next_worker:
next_worker -= 1
logging.warning(f'DGPU node offline: {uid}')
if len(nodes) == 0:
logging.info('nw: None')
logging.info('All nodes disconnected.')
next_worker = None
logging.warning(f'dgpu offline: {uid}')
def is_worker_busy(nid: str):
return nodes[nid]['task'] != None
@ -90,8 +111,6 @@ async def open_rpc_service(sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
def get_next_worker():
nonlocal next_worker
logging.info('get next_worker called')
logging.info(f'pre next_worker: {next_worker}')
if next_worker == None:
raise SkynetDGPUOffline('No workers connected, try again later')
@ -113,392 +132,79 @@ async def open_rpc_service(sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
if next_worker >= len(nodes):
next_worker = 0
logging.info(f'post next_worker: {next_worker}')
return nid
async def dgpu_heartbeat_service():
nonlocal heartbeats
while True:
await trio.sleep(60)
rid = uuid.uuid4().hex
beat_msg = DGPUBusMessage(
rid=rid,
nid='',
method='heartbeat'
)
heartbeats.clear()
heartbeats[rid] = int(time.time() * 1000)
await dgpu_bus.asend(beat_msg.SerializeToString())
logging.info('sent heartbeat')
async def dgpu_bus_streamer():
nonlocal wip_reqs, fin_reqs, heartbeats
while True:
raw_msg = await dgpu_bus.arecv()
logging.info(f'streamer got {len(raw_msg)} bytes.')
msg = DGPUBusMessage()
msg.ParseFromString(raw_msg)
if security:
verify_protobuf_msg(msg, tls_whitelist[msg.auth.cert])
rid = msg.rid
if msg.method == 'heartbeat':
sent_time = heartbeats[rid]
delta = msg.params['time'] - sent_time
logging.info(f'got heartbeat reply from {msg.nid}, ping: {delta}')
continue
if rid not in wip_reqs:
continue
if msg.method == 'binary-reply':
logging.info('bin reply, recv extra data')
raw_img = await dgpu_bus.arecv()
msg = (msg, raw_img)
fin_reqs[rid] = msg
event = wip_reqs[rid]
event.set()
del wip_reqs[rid]
async def dgpu_stream_one_img(req: DiffusionParameters, img_buf=None):
nonlocal wip_reqs, fin_reqs, next_worker
nid = get_next_worker()
idx = list(nodes.keys()).index(nid)
logging.info(f'dgpu_stream_one_img {idx}/{len(nodes)} {nid}')
rid = uuid.uuid4().hex
ack_event = trio.Event()
img_event = trio.Event()
wip_reqs[rid] = ack_event
nodes[nid]['task'] = rid
dgpu_req = DGPUBusMessage(
rid=rid,
nid=nid,
method='diffuse')
dgpu_req.params.update(req.to_dict())
if security:
dgpu_req.auth.cert = 'skynet'
dgpu_req.auth.sig = sign_protobuf_msg(dgpu_req, tls_key)
msg = dgpu_req.SerializeToString()
if img_buf:
logging.info(f'sending img of size {len(img_buf)} as attachment')
logging.info(img_buf[:10])
msg = f'BINEXT%$%$'.encode() + msg + b'%$%$' + img_buf
await dgpu_bus.asend(msg)
with trio.move_on_after(4):
await ack_event.wait()
logging.info(f'ack event: {ack_event.is_set()}')
if not ack_event.is_set():
disconnect_node(nid)
raise SkynetDGPUOffline('dgpu failed to acknowledge request')
ack_msg = fin_reqs[rid]
if 'ack' not in ack_msg.params:
disconnect_node(nid)
raise SkynetDGPUOffline('dgpu failed to acknowledge request')
wip_reqs[rid] = img_event
with trio.move_on_after(30):
await img_event.wait()
logging.info(f'img event: {ack_event.is_set()}')
if not img_event.is_set():
disconnect_node(nid)
raise SkynetDGPUComputeError('30 seconds timeout while processing request')
nodes[nid]['task'] = None
resp = fin_reqs[rid]
del fin_reqs[rid]
if isinstance(resp, tuple):
meta, img = resp
return rid, img, meta.params
raise SkynetDGPUComputeError(MessageToDict(resp.params))
async def handle_user_request(rpc_ctx, req):
try:
async with db_pool.acquire() as conn:
user = await get_or_create_user(conn, req.uid)
result = {}
match req.method:
case 'txt2img':
logging.info('txt2img')
user_config = {**(await get_user_config(conn, user))}
del user_config['id']
user_config.update(MessageToDict(req.params))
req = DiffusionParameters(**user_config, image=False)
rid, img, meta = await dgpu_stream_one_img(req)
logging.info(f'done streaming {rid}')
result = {
'id': rid,
'img': img.hex(),
'meta': meta
}
await update_user_stats(conn, user, last_prompt=user_config['prompt'])
logging.info('updated user stats.')
case 'img2img':
logging.info('img2img')
user_config = {**(await get_user_config(conn, user))}
del user_config['id']
params = MessageToDict(req.params)
img_buf = bytes.fromhex(params['img'])
del params['img']
user_config.update(params)
req = DiffusionParameters(**user_config, image=True)
if not req.image:
raise AssertionError('Didn\'t enable image flag for img2img?')
rid, img, meta = await dgpu_stream_one_img(req, img_buf=img_buf)
logging.info(f'done streaming {rid}')
result = {
'id': rid,
'img': img.hex(),
'meta': meta
}
await update_user_stats(conn, user, last_prompt=user_config['prompt'])
logging.info('updated user stats.')
case 'redo':
logging.info('redo')
user_config = {**(await get_user_config(conn, user))}
del user_config['id']
prompt = await get_last_prompt_of(conn, user)
if prompt:
req = DiffusionParameters(
prompt=prompt,
**user_config,
image=False
)
rid, img, meta = await dgpu_stream_one_img(req)
result = {
'id': rid,
'img': img.hex(),
'meta': meta
}
await update_user_stats(conn, user)
logging.info('updated user stats.')
else:
result = {
'error': 'skynet_no_last_prompt',
'message': 'No prompt to redo, do txt2img first'
}
case 'config':
logging.info('config')
if req.params['attr'] in CONFIG_ATTRS:
logging.info(f'update: {req.params}')
await update_user_config(
conn, user, req.params['attr'], req.params['val'])
logging.info('done')
else:
logging.warning(f'{req.params["attr"]} not in {CONFIG_ATTRS}')
case 'stats':
logging.info('stats')
generated, joined, role = await get_user_stats(conn, user)
result = {
'generated': generated,
'joined': joined.strftime(DATE_FORMAT),
'role': role
}
case _:
logging.warn('unknown method')
except SkynetDGPUOffline as e:
result = {
'error': 'skynet_dgpu_offline',
'message': str(e)
}
except SkynetDGPUOverloaded as e:
result = {
'error': 'skynet_dgpu_overloaded',
'message': str(e),
'nodes': len(nodes)
}
except SkynetDGPUComputeError as e:
result = {
'error': 'skynet_dgpu_compute_error',
'message': str(e)
}
except BaseException as e:
traceback.print_exception(type(e), e, e.__traceback__)
result = {
'error': 'skynet_internal_error',
'message': str(e)
}
async def rpc_handler(req: SkynetRPCRequest, ctx: Context):
result = {'ok': {}}
resp = SkynetRPCResponse()
resp.result.update(result)
if security:
resp.auth.cert = 'skynet'
resp.auth.sig = sign_protobuf_msg(resp, tls_key)
logging.info('sending response')
await rpc_ctx.asend(resp.SerializeToString())
rpc_ctx.close()
logging.info('done')
async def request_service(n):
nonlocal next_worker
while True:
ctx = sock.new_context()
req = SkynetRPCRequest()
req.ParseFromString(await ctx.arecv())
if security:
if req.auth.cert not in tls_whitelist:
logging.warning(
f'{req.cert} not in tls whitelist and security=True')
continue
try:
verify_protobuf_msg(req, tls_whitelist[req.auth.cert])
except ValueError:
logging.warning(
f'{req.cert} sent an unauthenticated msg with security=True')
continue
result = {}
try:
match req.method:
case 'skynet_shutdown':
raise SkynetShutdownRequested
case 'dgpu_online':
connect_node(req.uid)
connect_node(req)
case 'dgpu_call':
nid = get_next_worker()
idx = list(nodes.keys()).index(nid)
node = nodes[nid]
logging.info(f'dgpu_call {idx}/{len(nodes)} {nid} @ {node["dgpu_addr"]}')
dgpu_time = await node['session'].rpc('dgpu_time')
if 'ok' not in dgpu_time.result:
status = MessageToDict(dgpu_time.result)
logging.warning(json.dumps(status, indent=4))
disconnect_node(nid)
raise SkynetDGPUComputeError(status['error'])
dgpu_time = dgpu_time.result['ok']
logging.info(f'ping to {nid}: {time_ms() - dgpu_time} ms')
try:
dgpu_result = await node['session'].rpc(
timeout=45, # give this 45 sec to run cause its compute
binext=req.bin,
**req.params
)
result = MessageToDict(dgpu_result.result)
if dgpu_result.bin:
resp.bin = dgpu_result.bin
except trio.TooSlowError:
result = {'error': 'timeout while processing request'}
case 'dgpu_offline':
disconnect_node(req.uid)
case 'dgpu_workers':
result = len(nodes)
result = {'ok': len(nodes)}
case 'dgpu_next':
result = next_worker
result = {'ok': next_worker}
case 'heartbeat':
logging.info('beat')
result = {'time': time.time()}
case 'skynet_shutdown':
raise SkynetShutdownRequested
case _:
n.start_soon(
handle_user_request, ctx, req)
continue
logging.warning(f'Unknown method {req.method}')
result = {'error': 'unknown method'}
resp = SkynetRPCResponse()
resp.result.update({'ok': result})
except BaseException as e:
result = {'error': str(e)}
if security:
resp.auth.cert = 'skynet'
resp.auth.sig = sign_protobuf_msg(resp, tls_key)
resp.result.update(result)
await ctx.asend(resp.SerializeToString())
return resp
ctx.close()
rpc_server = SessionServer(
rpc_address,
rpc_handler,
cert_name='brain.cert',
key_name='brain.key'
)
async with trio.open_nursery() as n:
n.start_soon(dgpu_bus_streamer)
n.start_soon(dgpu_heartbeat_service)
n.start_soon(request_service, n)
logging.info('starting rpc service')
async with rpc_server.open():
logging.info('rpc server is up')
yield
logging.info('stopping rpc service')
n.cancel_scope.cancel()
logging.info('skynet is shuting down...')
@acm
async def run_skynet(
db_user: str = DB_USER,
db_pass: str = DB_PASS,
db_host: str = DB_HOST,
rpc_address: str = DEFAULT_RPC_ADDR,
dgpu_address: str = DEFAULT_DGPU_ADDR,
security: bool = True
):
logging.basicConfig(level=logging.INFO)
logging.info('skynet is starting')
tls_config = None
if security:
# load tls certs
certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
tls_key_data = (certs_dir / DEFAULT_CERT_SKYNET_PRIV).read_text()
tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
tls_cert_data = (certs_dir / DEFAULT_CERT_SKYNET_PUB).read_text()
tls_cert = load_certificate(FILETYPE_PEM, tls_cert_data)
tls_whitelist = {}
for cert_path in (certs_dir / 'whitelist').glob('*.cert'):
tls_whitelist[cert_path.stem] = load_certificate(
FILETYPE_PEM, cert_path.read_text())
cert_start = tls_cert_data.index('\n') + 1
logging.info(f'tls_cert: {tls_cert_data[cert_start:cert_start+64]}...')
logging.info(f'tls_whitelist len: {len(tls_whitelist)}')
rpc_address = 'tls+' + rpc_address
dgpu_address = 'tls+' + dgpu_address
tls_config = TLSConfig(
TLSConfig.MODE_SERVER,
own_key_string=tls_key_data,
own_cert_string=tls_cert_data)
with (
pynng.Rep0(recv_max_size=0) as rpc_sock,
pynng.Bus0(recv_max_size=0) as dgpu_bus
):
async with open_database_connection(
db_user, db_pass, db_host) as db_pool:
logging.info('connected to db.')
if security:
rpc_sock.tls_config = tls_config
dgpu_bus.tls_config = tls_config
rpc_sock.listen(rpc_address)
dgpu_bus.listen(dgpu_address)
try:
async with open_rpc_service(
rpc_sock, dgpu_bus, db_pool, tls_whitelist, tls_key):
yield
except SkynetShutdownRequested:
...
logging.info('disconnected from db.')
logging.info('skynet down.')

42
skynet/cli.py
View File

@ -17,8 +17,8 @@ if torch_enabled:
from .dgpu import open_dgpu_node
from .brain import run_skynet
from .config import *
from .constants import ALGOS, DEFAULT_RPC_ADDR, DEFAULT_DGPU_ADDR
from .frontend.telegram import run_skynet_telegram
@ -38,8 +38,8 @@ def skynet(*args, **kwargs):
@click.option('--steps', '-s', default=26)
@click.option('--seed', '-S', default=None)
def txt2img(*args, **kwargs):
assert 'HF_TOKEN' in os.environ
utils.txt2img(os.environ['HF_TOKEN'], **kwargs)
_, hf_token, _, cfg = init_env_from_config()
utils.txt2img(hf_token, **kwargs)
@click.command()
@click.option('--model', '-m', default='midj')
@ -52,9 +52,9 @@ def txt2img(*args, **kwargs):
@click.option('--steps', '-s', default=26)
@click.option('--seed', '-S', default=None)
def img2img(model, prompt, input, output, strength, guidance, steps, seed):
assert 'HF_TOKEN' in os.environ
_, hf_token, _, cfg = init_env_from_config()
utils.img2img(
os.environ['HF_TOKEN'],
hf_token,
model=model,
prompt=prompt,
img_path=input,
@ -76,6 +76,12 @@ def upscale(input, output, model):
model_path=model)
@skynet.command()
def download():
_, hf_token, _, cfg = init_env_from_config()
utils.download_all_models(hf_token)
@skynet.group()
def run(*args, **kwargs):
pass
@ -85,29 +91,17 @@ def run(*args, **kwargs):
@click.option('--loglevel', '-l', default='warning', help='Logging level')
@click.option(
'--host', '-H', default=DEFAULT_RPC_ADDR)
@click.option(
'--host-dgpu', '-D', default=DEFAULT_DGPU_ADDR)
@click.option(
'--db-host', '-h', default='localhost:5432')
@click.option(
'--db-pass', '-p', default='password')
def brain(
loglevel: str,
host: str,
host_dgpu: str,
db_host: str,
db_pass: str
host: str
):
async def _run_skynet():
async with run_skynet(
db_host=db_host,
db_pass=db_pass,
rpc_address=host,
dgpu_address=host_dgpu
rpc_address=host
):
await trio.sleep_forever()
trio_asyncio.run(_run_skynet)
trio.run(_run_skynet)
@run.command()
@ -115,9 +109,9 @@ def brain(
@click.option(
'--uid', '-u', required=True)
@click.option(
'--key', '-k', default='dgpu')
'--key', '-k', default='dgpu.key')
@click.option(
'--cert', '-c', default='whitelist/dgpu')
'--cert', '-c', default='whitelist/dgpu.cert')
@click.option(
'--algos', '-a', default=json.dumps(['midj']))
@click.option(
@ -159,11 +153,11 @@ def telegram(
cert: str,
rpc: str
):
assert 'TG_TOKEN' in os.environ
_, _, tg_token, cfg = init_env_from_config()
trio_asyncio.run(
partial(
run_skynet_telegram,
os.environ['TG_TOKEN'],
tg_token,
key_name=key,
cert_name=cert,
rpc_address=rpc

39
skynet/config.py 100644
View File

@ -0,0 +1,39 @@
#!/usr/bin/python
import os
from pathlib import Path
from configparser import ConfigParser
from .constants import DEFAULT_CONFIG_PATH
def load_skynet_ini(
file_path=DEFAULT_CONFIG_PATH
):
config = ConfigParser()
config.read(file_path)
return config
def init_env_from_config(
file_path=DEFAULT_CONFIG_PATH
):
config = load_skynet_ini()
if 'HF_TOKEN' in os.environ:
hf_token = os.environ['HF_TOKEN']
else:
hf_token = config['skynet.dgpu']['hf_token']
if 'HF_HOME' in os.environ:
hf_home = os.environ['HF_HOME']
else:
hf_home = config['skynet.dgpu']['hf_home']
if 'TG_TOKEN' in os.environ:
tg_token = os.environ['TG_TOKEN']
else:
tg_token = config['skynet.telegram']['token']
return hf_home, hf_token, tg_token, config

8
skynet/constants.py
View File

@ -1,14 +1,9 @@
#!/usr/bin/python
VERSION = '0.1a8'
VERSION = '0.1a9'
DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda'
DB_HOST = 'localhost:5432'
DB_USER = 'skynet'
DB_PASS = 'password'
DB_NAME = 'skynet'
ALGOS = {
'midj': 'prompthero/openjourney',
'stable': 'runwayml/stable-diffusion-v1-5',
@ -118,6 +113,7 @@ DEFAULT_ALGO = 'midj'
DEFAULT_ROLE = 'pleb'
DEFAULT_UPSCALER = None
DEFAULT_CONFIG_PATH = 'skynet.ini'
DEFAULT_CERTS_DIR = 'certs'
DEFAULT_CERT_WHITELIST_DIR = 'whitelist'
DEFAULT_CERT_SKYNET_PUB = 'brain.cert'

5
skynet/db/__init__.py 100644
View File

@ -0,0 +1,5 @@
#!/usr/bin/python
from .proxy import open_database_connection
from .functions import open_new_database

95
skynet/db.py → skynet/db/functions.py
View File

@ -1,18 +1,21 @@
#!/usr/bin/python
import time
import random
import string
import logging
from typing import Optional
from datetime import datetime
from contextlib import asynccontextmanager as acm
from contextlib import contextmanager as cm
import trio
import triopg
import trio_asyncio
import docker
import psycopg2
from asyncpg.exceptions import UndefinedColumnError
from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
from .constants import *
from ..constants import *
DB_INIT_SQL = '''
@ -75,29 +78,67 @@ def try_decode_uid(uid: str):
return None, None
@acm
async def open_database_connection(
db_user: str = DB_USER,
db_pass: str = DB_PASS,
db_host: str = DB_HOST,
db_name: str = DB_NAME
):
async with trio_asyncio.open_loop() as loop:
async with triopg.create_pool(
dsn=f'postgres://{db_user}:{db_pass}@{db_host}/{db_name}'
) as pool_conn:
async with pool_conn.acquire() as conn:
res = await conn.execute(f'''
select distinct table_schema
from information_schema.tables
where table_schema = \'{db_name}\'
''')
if '1' in res:
logging.info('schema already in db, skipping init')
else:
await conn.execute(DB_INIT_SQL)
@cm
def open_new_database():
rpassword = ''.join(
random.choice(string.ascii_lowercase)
for i in range(12))
password = ''.join(
random.choice(string.ascii_lowercase)
for i in range(12))
yield pool_conn
dclient = docker.from_env()
container = dclient.containers.run(
'postgres',
name='skynet-test-postgres',
ports={'5432/tcp': None},
environment={
'POSTGRES_PASSWORD': rpassword
},
detach=True,
remove=True
)
for log in container.logs(stream=True):
log = log.decode().rstrip()
logging.info(log)
if ('database system is ready to accept connections' in log or
'database system is shut down' in log):
break
# ip = container.attrs['NetworkSettings']['IPAddress']
container.reload()
port = container.ports['5432/tcp'][0]['HostPort']
host = f'localhost:{port}'
# why print the system is ready to accept connections when its not
# postgres? wtf
time.sleep(1)
logging.info('creating skynet db...')
conn = psycopg2.connect(
user='postgres',
password=rpassword,
host='localhost',
port=port
)
logging.info('connected...')
conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
with conn.cursor() as cursor:
cursor.execute(
f'CREATE USER skynet WITH PASSWORD \'{password}\'')
cursor.execute(
f'CREATE DATABASE skynet')
cursor.execute(
f'GRANT ALL PRIVILEGES ON DATABASE skynet TO skynet')
conn.close()
logging.info('done.')
yield container, password, host
container.stop()
async def get_user(conn, uid: str):

123
skynet/db/proxy.py 100644
View File

@ -0,0 +1,123 @@
#!/usr/bin/python
import importlib
from contextlib import asynccontextmanager as acm
import trio
import tractor
import asyncpg
import asyncio
import trio_asyncio
_spawn_kwargs = {
'infect_asyncio': True,
}
async def aio_db_proxy(
to_trio: trio.MemorySendChannel,
from_trio: asyncio.Queue,
db_user: str = 'skynet',
db_pass: str = 'password',
db_host: str = 'localhost:5432',
db_name: str = 'skynet'
) -> None:
db = importlib.import_module('skynet.db.functions')
pool = await asyncpg.create_pool(
dsn=f'postgres://{db_user}:{db_pass}@{db_host}/{db_name}')
async with pool_conn.acquire() as conn:
res = await conn.execute(f'''
select distinct table_schema
from information_schema.tables
where table_schema = \'{db_name}\'
''')
if '1' in res:
logging.info('schema already in db, skipping init')
else:
await conn.execute(DB_INIT_SQL)
# a first message must be sent **from** this ``asyncio``
# task or the ``trio`` side will never unblock from
# ``tractor.to_asyncio.open_channel_from():``
to_trio.send_nowait('start')
# XXX: this uses an ``from_trio: asyncio.Queue`` currently but we
# should probably offer something better.
while True:
msg = await from_trio.get()
method = getattr(db, msg.get('method'))
args = getattr(db, msg.get('args', []))
kwargs = getattr(db, msg.get('kwargs', {}))
async with pool_conn.acquire() as conn:
result = await method(conn, *args, **kwargs)
to_trio.send_nowait(result)
@tractor.context
async def trio_to_aio_db_proxy(
ctx: tractor.Context,
db_user: str = 'skynet',
db_pass: str = 'password',
db_host: str = 'localhost:5432',
db_name: str = 'skynet'
):
# this will block until the ``asyncio`` task sends a "first"
# message.
async with tractor.to_asyncio.open_channel_from(
aio_db_proxy,
db_user=db_user,
db_pass=db_pass,
db_host=db_host,
db_name=db_name
) as (first, chan):
assert first == 'start'
await ctx.started(first)
async with ctx.open_stream() as stream:
async for msg in stream:
await chan.send(msg)
out = await chan.receive()
# echo back to parent actor-task
await stream.send(out)
@acm
async def open_database_connection(
db_user: str = 'skynet',
db_pass: str = 'password',
db_host: str = 'localhost:5432',
db_name: str = 'skynet'
):
async with tractor.open_nursery() as n:
p = await n.start_actor(
'aio_db_proxy',
enable_modules=[__name__],
infect_asyncio=True,
)
async with p.open_context(
trio_to_aio_db_proxy,
db_user=db_user,
db_pass=db_pass,
db_host=db_host,
db_name=db_name
) as (ctx, first):
async with ctx.open_stream() as stream:
async def _db_pc(method: str, *args, **kwargs):
await stream.send({
'method': method,
'args': args,
'kwargs': kwargs
})
return await stream.receive()
yield _db_pc

405
skynet/dgpu.py
View File

@ -2,29 +2,17 @@
import gc
import io
import trio
import json
import uuid
import time
import zlib
import random
import logging
import traceback
from PIL import Image
from typing import List, Optional
from pathlib import Path
from contextlib import ExitStack
import pynng
import trio
import torch
from pynng import TLSConfig
from OpenSSL.crypto import (
load_privatekey,
load_certificate,
FILETYPE_PEM
)
from pynng import Context
from diffusers import (
StableDiffusionPipeline,
StableDiffusionImg2ImgPipeline,
@ -34,12 +22,9 @@ from realesrgan import RealESRGANer
from basicsr.archs.rrdbnet_arch import RRDBNet
from diffusers.models import UNet2DConditionModel
from .utils import (
pipeline_for,
convert_from_cv2_to_image, convert_from_image_to_cv2
)
from .utils import *
from .network import *
from .protobuf import *
from .frontend import open_skynet_rpc
from .constants import *
@ -64,65 +49,16 @@ class DGPUComputeError(BaseException):
...
class ReconnectingBus:
def __init__(self, address: str, tls_config: Optional[TLSConfig]):
self.address = address
self.tls_config = tls_config
self._stack = ExitStack()
self._sock = None
self._closed = True
def connect(self):
self._sock = self._stack.enter_context(
pynng.Bus0(recv_max_size=0))
self._sock.tls_config = self.tls_config
self._sock.dial(self.address)
self._closed = False
async def arecv(self):
while True:
try:
return await self._sock.arecv()
except pynng.exceptions.Closed:
if self._closed:
raise
async def asend(self, msg):
while True:
try:
return await self._sock.asend(msg)
except pynng.exceptions.Closed:
if self._closed:
raise
def close(self):
self._stack.close()
self._stack = ExitStack()
self._closed = True
def reconnect(self):
self.close()
self.connect()
async def open_dgpu_node(
cert_name: str,
unique_id: str,
key_name: Optional[str],
rpc_address: str = DEFAULT_RPC_ADDR,
dgpu_address: str = DEFAULT_DGPU_ADDR,
initial_algos: Optional[List[str]] = None,
security: bool = True
initial_algos: Optional[List[str]] = None
):
logging.basicConfig(level=logging.INFO)
logging.basicConfig(level=logging.DEBUG)
logging.info(f'starting dgpu node!')
name = uuid.uuid4()
logging.info(f'loading models...')
upscaler = init_upscaler()
@ -141,241 +77,140 @@ async def open_dgpu_node(
logging.info('memory summary:')
logging.info('\n' + torch.cuda.memory_summary())
async def gpu_compute_one(ireq: DiffusionParameters, image=None):
algo = ireq.algo + 'img' if image else ireq.algo
if algo not in models:
least_used = list(models.keys())[0]
for model in models:
if models[least_used]['generated'] > models[model]['generated']:
least_used = model
async def gpu_compute_one(method: str, params: dict, binext: Optional[bytes] = None):
match method:
case 'diffuse':
image = None
algo = params['algo']
if binext:
algo += 'img'
image = Image.open(io.BytesIO(binext))
w, h = image.size
logging.info(f'user sent img of size {image.size}')
del models[least_used]
gc.collect()
if w > 512 or h > 512:
image.thumbnail((512, 512))
logging.info(f'resized it to {image.size}')
models[algo] = {
'pipe': pipeline_for(ireq.algo, image=True if image else False),
'generated': 0
}
if algo not in models:
logging.info(f'{algo} not in loaded models, swapping...')
least_used = list(models.keys())[0]
for model in models:
if models[least_used]['generated'] > models[model]['generated']:
least_used = model
_params = {}
if ireq.image:
_params['image'] = image
_params['strength'] = ireq.strength
del models[least_used]
gc.collect()
else:
_params['width'] = int(ireq.width)
_params['height'] = int(ireq.height)
models[algo] = {
'pipe': pipeline_for(params['algo'], image=True if binext else False),
'generated': 0
}
logging.info(f'swapping done.')
try:
image = models[algo]['pipe'](
ireq.prompt,
**_params,
guidance_scale=ireq.guidance,
num_inference_steps=int(ireq.step),
generator=torch.Generator("cuda").manual_seed(ireq.seed)
).images[0]
_params = {}
logging.info(method)
logging.info(json.dumps(params, indent=4))
logging.info(f'binext: {len(binext) if binext else 0} bytes')
if binext:
_params['image'] = image
_params['strength'] = params['strength']
if ireq.upscaler == 'x4':
logging.info(f'size: {len(image.tobytes())}')
logging.info('performing upscale...')
input_img = image.convert('RGB')
up_img, _ = upscaler.enhance(
convert_from_image_to_cv2(input_img), outscale=4)
else:
_params['width'] = int(params['width'])
_params['height'] = int(params['height'])
image = convert_from_cv2_to_image(up_img)
logging.info('done')
try:
image = models[algo]['pipe'](
params['prompt'],
**_params,
guidance_scale=params['guidance'],
num_inference_steps=int(params['step']),
generator=torch.Generator("cuda").manual_seed(
int(params['seed']) if params['seed'] else random.randint(0, 2 ** 64)
)
).images[0]
img_byte_arr = io.BytesIO()
image.save(img_byte_arr, format='PNG')
raw_img = img_byte_arr.getvalue()
logging.info(f'final img size {len(raw_img)} bytes.')
if params['upscaler'] == 'x4':
logging.info(f'size: {len(image.tobytes())}')
logging.info('performing upscale...')
input_img = image.convert('RGB')
up_img, _ = upscaler.enhance(
convert_from_image_to_cv2(input_img), outscale=4)
return raw_img
image = convert_from_cv2_to_image(up_img)
logging.info('done')
except BaseException as e:
logging.error(e)
raise DGPUComputeError(str(e))
img_byte_arr = io.BytesIO()
image.save(img_byte_arr, format='PNG')
raw_img = img_byte_arr.getvalue()
logging.info(f'final img size {len(raw_img)} bytes.')
finally:
torch.cuda.empty_cache()
return raw_img
except BaseException as e:
logging.error(e)
raise DGPUComputeError(str(e))
finally:
torch.cuda.empty_cache()
case _:
raise DGPUComputeError('Unsupported compute method')
async def rpc_handler(req: SkynetRPCRequest, ctx: Context):
result = {}
resp = SkynetRPCResponse()
match req.method:
case 'dgpu_time':
result = {'ok': time_ms()}
case _:
logging.debug(f'dgpu got one request: {req.method}')
try:
resp.bin = await gpu_compute_one(
req.method, MessageToDict(req.params),
binext=req.bin if req.bin else None
)
logging.debug(f'dgpu processed one request')
except DGPUComputeError as e:
result = {'error': str(e)}
resp.result.update(result)
return resp
rpc_server = SessionServer(
dgpu_address,
rpc_handler,
cert_name=cert_name,
key_name=key_name
)
skynet_rpc = SessionClient(
rpc_address,
unique_id,
cert_name=cert_name,
key_name=key_name
)
skynet_rpc.connect()
async with (
open_skynet_rpc(
unique_id,
rpc_address=rpc_address,
security=security,
cert_name=cert_name,
key_name=key_name
) as rpc_call,
trio.open_nursery() as n
):
async with rpc_server.open() as rpc_server:
res = await skynet_rpc.rpc(
'dgpu_online', {
'dgpu_addr': rpc_server.addr,
'cert': cert_name
})
tls_config = None
if security:
# load tls certs
if not key_name:
key_name = cert_name
certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
skynet_cert_path = certs_dir / 'brain.cert'
tls_cert_path = certs_dir / f'{cert_name}.cert'
tls_key_path = certs_dir / f'{key_name}.key'
cert_name = tls_cert_path.stem
skynet_cert_data = skynet_cert_path.read_text()
skynet_cert = load_certificate(FILETYPE_PEM, skynet_cert_data)
tls_cert_data = tls_cert_path.read_text()
tls_key_data = tls_key_path.read_text()
tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
logging.info(f'skynet cert: {skynet_cert_path}')
logging.info(f'dgpu cert: {tls_cert_path}')
logging.info(f'dgpu key: {tls_key_path}')
dgpu_address = 'tls+' + dgpu_address
tls_config = TLSConfig(
TLSConfig.MODE_CLIENT,
own_key_string=tls_key_data,
own_cert_string=tls_cert_data,
ca_string=skynet_cert_data)
logging.info(f'connecting to {dgpu_address}')
dgpu_bus = ReconnectingBus(dgpu_address, tls_config)
dgpu_bus.connect()
last_msg = time.time()
async def connection_refresher(refresh_time: int = 120):
nonlocal last_msg
while True:
now = time.time()
last_msg_time_delta = now - last_msg
logging.info(f'time since last msg: {last_msg_time_delta}')
if last_msg_time_delta > refresh_time:
dgpu_bus.reconnect()
logging.info('reconnected!')
last_msg = now
await trio.sleep(refresh_time)
n.start_soon(connection_refresher)
res = await rpc_call('dgpu_online')
assert 'ok' in res.result
try:
while True:
msg = await dgpu_bus.arecv()
img = None
if b'BINEXT' in msg:
header, msg, img_raw = msg.split(b'%$%$')
logging.info(f'got img attachment of size {len(img_raw)}')
logging.info(img_raw[:10])
raw_img = zlib.decompress(img_raw)
logging.info(raw_img[:10])
img = Image.open(io.BytesIO(raw_img))
w, h = img.size
logging.info(f'user sent img of size {img.size}')
if w > 512 or h > 512:
img.thumbnail((512, 512))
logging.info(f'resized it to {img.size}')
req = DGPUBusMessage()
req.ParseFromString(msg)
last_msg = time.time()
if req.method == 'heartbeat':
rep = DGPUBusMessage(
rid=req.rid,
nid=unique_id,
method=req.method
)
rep.params.update({'time': int(time.time() * 1000)})
if security:
rep.auth.cert = cert_name
rep.auth.sig = sign_protobuf_msg(rep, tls_key)
await dgpu_bus.asend(rep.SerializeToString())
logging.info('heartbeat reply')
continue
if req.nid != unique_id:
logging.info(
f'witnessed msg {req.rid}, node involved: {req.nid}')
continue
if security:
verify_protobuf_msg(req, skynet_cert)
ack_resp = DGPUBusMessage(
rid=req.rid,
nid=req.nid
)
ack_resp.params.update({'ack': {}})
if security:
ack_resp.auth.cert = cert_name
ack_resp.auth.sig = sign_protobuf_msg(ack_resp, tls_key)
# send ack
await dgpu_bus.asend(ack_resp.SerializeToString())
logging.info(f'sent ack, processing {req.rid}...')
try:
img_req = DiffusionParameters(**req.params)
if not img_req.seed:
img_req.seed = random.randint(0, 2 ** 64)
img = await gpu_compute_one(img_req, image=img)
img_resp = DGPUBusMessage(
rid=req.rid,
nid=req.nid,
method='binary-reply'
)
img_resp.params.update({
'len': len(img),
'meta': img_req.to_dict()
})
except DGPUComputeError as e:
traceback.print_exception(type(e), e, e.__traceback__)
img_resp = DGPUBusMessage(
rid=req.rid,
nid=req.nid
)
img_resp.params.update({'error': str(e)})
if security:
img_resp.auth.cert = cert_name
img_resp.auth.sig = sign_protobuf_msg(img_resp, tls_key)
# send final image
logging.info('sending img back...')
raw_msg = img_resp.SerializeToString()
await dgpu_bus.asend(raw_msg)
logging.info(f'sent {len(raw_msg)} bytes.')
if img_resp.method == 'binary-reply':
await dgpu_bus.asend(zlib.compress(img))
logging.info(f'sent {len(img)} bytes.')
await trio.sleep_forever()
except KeyboardInterrupt:
logging.info('interrupt caught, stopping...')
n.cancel_scope.cancel()
dgpu_bus.close()
finally:
res = await rpc_call('dgpu_offline')
res = await skynet_rpc.rpc('dgpu_offline')
assert 'ok' in res.result

79
skynet/frontend/__init__.py
View File

@ -4,7 +4,7 @@ import json
from typing import Union, Optional
from pathlib import Path
from contextlib import asynccontextmanager as acm
from contextlib import contextmanager as cm
import pynng
@ -17,6 +17,7 @@ from OpenSSL.crypto import (
from google.protobuf.struct_pb2 import Struct
from ..network import SessionClient
from ..constants import *
from ..protobuf.auth import *
@ -39,75 +40,23 @@ class ConfigSizeDivisionByEight(BaseException):
...
@acm
async def open_skynet_rpc(
@cm
def open_skynet_rpc(
unique_id: str,
rpc_address: str = DEFAULT_RPC_ADDR,
security: bool = False,
cert_name: Optional[str] = None,
key_name: Optional[str] = None
):
tls_config = None
if security:
# load tls certs
if not key_name:
key_name = cert_name
certs_dir = Path(DEFAULT_CERTS_DIR).resolve()
skynet_cert_data = (certs_dir / 'brain.cert').read_text()
skynet_cert = load_certificate(FILETYPE_PEM, skynet_cert_data)
tls_cert_path = certs_dir / f'{cert_name}.cert'
tls_cert_data = tls_cert_path.read_text()
tls_cert = load_certificate(FILETYPE_PEM, tls_cert_data)
cert_name = tls_cert_path.stem
tls_key_data = (certs_dir / f'{key_name}.key').read_text()
tls_key = load_privatekey(FILETYPE_PEM, tls_key_data)
rpc_address = 'tls+' + rpc_address
tls_config = TLSConfig(
TLSConfig.MODE_CLIENT,
own_key_string=tls_key_data,
own_cert_string=tls_cert_data,
ca_string=skynet_cert_data)
with pynng.Req0(recv_max_size=0) as sock:
if security:
sock.tls_config = tls_config
sock.dial(rpc_address)
async def _rpc_call(
method: str,
params: dict = {},
uid: Optional[str] = None
):
req = SkynetRPCRequest()
req.uid = uid if uid else unique_id
req.method = method
req.params.update(params)
if security:
req.auth.cert = cert_name
req.auth.sig = sign_protobuf_msg(req, tls_key)
ctx = sock.new_context()
await ctx.asend(req.SerializeToString())
resp = SkynetRPCResponse()
resp.ParseFromString(await ctx.arecv())
ctx.close()
if security:
verify_protobuf_msg(resp, skynet_cert)
return resp
yield _rpc_call
sesh = SessionClient(
rpc_address,
unique_id,
cert_name=cert_name,
key_name=key_name
)
logging.debug(f'opening skynet rpc...')
sesh.connect()
yield sesh
sesh.disconnect()
def validate_user_config_request(req: str):
params = req.split(' ')

393
skynet/frontend/telegram.py
View File

@ -6,8 +6,6 @@ import logging
from datetime import datetime
import pynng
from PIL import Image
from trio_asyncio import aio_as_trio
@ -16,6 +14,7 @@ from telebot.types import (
)
from telebot.async_telebot import AsyncTeleBot
from ..db import open_database_connection
from ..constants import *
from . import *
@ -56,228 +55,274 @@ def prepare_metainfo_caption(tguser, meta: dict) -> str:
async def run_skynet_telegram(
name: str,
tg_token: str,
key_name: str = 'telegram-frontend',
cert_name: str = 'whitelist/telegram-frontend',
rpc_address: str = DEFAULT_RPC_ADDR
key_name: str = 'telegram-frontend.key',
cert_name: str = 'whitelist/telegram-frontend.cert',
rpc_address: str = DEFAULT_RPC_ADDR,
db_host: str = 'localhost:5432',
db_user: str = 'skynet',
db_pass: str = 'password'
):
logging.basicConfig(level=logging.INFO)
bot = AsyncTeleBot(tg_token)
logging.info(f'tg_token: {tg_token}')
async with open_skynet_rpc(
'skynet-telegram-0',
rpc_address=rpc_address,
security=True,
cert_name=cert_name,
key_name=key_name
) as rpc_call:
async with open_database_connection(
db_user, db_pass, db_host
) as db_call:
with open_skynet_rpc(
f'skynet-telegram-{name}',
rpc_address=rpc_address,
cert_name=cert_name,
key_name=key_name
) as session:
async def _rpc_call(
uid: int,
method: str,
params: dict = {}
):
return await rpc_call(
method, params, uid=f'{PREFIX}+{uid}')
@bot.message_handler(commands=['help'])
async def send_help(message):
splt_msg = message.text.split(' ')
@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])
if len(splt_msg) == 1:
await bot.reply_to(message, HELP_TEXT)
else:
await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
param = splt_msg[1]
if param in HELP_TOPICS:
await bot.reply_to(message, HELP_TOPICS[param])
@bot.message_handler(commands=['cool'])
async def send_cool_words(message):
await bot.reply_to(message, '\n'.join(COOL_WORDS))
else:
await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
@bot.message_handler(commands=['txt2img'])
async def send_txt2img(message):
chat = message.chat
@bot.message_handler(commands=['cool'])
async def send_cool_words(message):
await bot.reply_to(message, '\n'.join(COOL_WORDS))
prompt = ' '.join(message.text.split(' ')[1:])
@bot.message_handler(commands=['txt2img'])
async def send_txt2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
user_id = f'tg+{message.from_user.id}'
logging.info(f'mid: {message.id}')
resp = await _rpc_call(
message.from_user.id,
'txt2img',
{'prompt': prompt}
)
logging.info(f'resp to {message.id} arrived')
prompt = ' '.join(message.text.split(' ')[1:])
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
else:
logging.info(result['id'])
img_raw = zlib.decompress(bytes.fromhex(result['img']))
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_markup=build_redo_menu()
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
timeout=60
)
return
logging.info(f'resp to {message.id} arrived')
await bot.reply_to(message, resp_txt)
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
@bot.message_handler(func=lambda message: True, content_types=['photo'])
async def send_img2img(message):
chat = message.chat
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
if not message.caption.startswith('/img2img'):
return
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_to_message_id=reply_id,
reply_markup=build_redo_menu()
)
return
prompt = ' '.join(message.caption.split(' ')[1:])
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
@bot.message_handler(func=lambda message: True, content_types=['photo'])
async def send_img2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
file_id = message.photo[-1].file_id
file_path = (await bot.get_file(file_id)).file_path
file_raw = await bot.download_file(file_path)
img = zlib.compress(file_raw)
user_id = f'tg+{message.from_user.id}'
logging.info(f'mid: {message.id}')
resp = await _rpc_call(
message.from_user.id,
'img2img',
{'prompt': prompt, 'img': img.hex()}
)
logging.info(f'resp to {message.id} arrived')
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
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
prompt = ' '.join(message.caption.split(' ')[1:])
else:
logging.info(result['id'])
img_raw = zlib.decompress(bytes.fromhex(result['img']))
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
await bot.send_media_group(
GROUP_ID,
media=[
InputMediaPhoto(file_id),
InputMediaPhoto(
img,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta'])
)
]
file_id = message.photo[-1].file_id
file_path = (await bot.get_file(file_id)).file_path
file_raw = await bot.download_file(file_path)
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
binext=file_raw,
timeout=60
)
return
logging.info(f'resp to {message.id} arrived')
await bot.reply_to(message, resp_txt)
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
@bot.message_handler(commands=['img2img'])
async def redo_txt2img(message):
await bot.reply_to(
message,
'seems you tried to do an img2img command without sending image'
)
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
async def _redo(message):
resp = await _rpc_call(message.from_user.id, 'redo')
await bot.send_media_group(
GROUP_ID,
media=[
InputMediaPhoto(file_id),
InputMediaPhoto(
img,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta'])
)
],
reply_to_message_id=reply_id
)
return
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
else:
logging.info(result['id'])
img_raw = zlib.decompress(bytes.fromhex(result['img']))
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_markup=build_redo_menu()
@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'
)
return
await bot.reply_to(message, resp_txt)
@bot.message_handler(commands=['redo'])
async def redo(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
@bot.message_handler(commands=['redo'])
async def redo_txt2img(message):
await _redo(message)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
prompt = await db_call('get_last_prompt_of', user)
@bot.message_handler(commands=['config'])
async def set_config(message):
rpc_params = {}
try:
attr, val, reply_txt = validate_user_config_request(
message.text)
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
timeout=60
)
logging.info(f'resp to {message.id} arrived')
resp = await _rpc_call(
message.from_user.id,
'config', {'attr': attr, 'val': val})
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
except BaseException as e:
reply_txt = str(e)
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
finally:
await bot.reply_to(message, reply_txt)
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_to_message_id=reply_id
)
return
@bot.message_handler(commands=['stats'])
async def user_stats(message):
resp = await _rpc_call(
message.from_user.id,
'stats',
{}
)
stats = resp.result
@bot.message_handler(commands=['config'])
async def set_config(message):
rpc_params = {}
try:
attr, val, reply_txt = validate_user_config_request(
message.text)
stats_str = f'generated: {stats["generated"]}\n'
stats_str += f'joined: {stats["joined"]}\n'
stats_str += f'role: {stats["role"]}\n'
logging.info(f'user config update: {attr} to {val}')
await db_call('update_user_config',
user, req.params['attr'], req.params['val'])
logging.info('done')
await bot.reply_to(
message, stats_str)
except BaseException as e:
reply_txt = str(e)
@bot.message_handler(commands=['donate'])
async def donation_info(message):
await bot.reply_to(
message, DONATION_INFO)
finally:
await bot.reply_to(message, reply_txt)
@bot.message_handler(commands=['say'])
async def say(message):
chat = message.chat
user = message.from_user
@bot.message_handler(commands=['stats'])
async def user_stats(message):
if (chat.type == 'group') or (user.id != 383385940):
return
generated, joined, role = await db_call('get_user_stats', user)
await bot.send_message(GROUP_ID, message.text[4:])
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:])
@bot.message_handler(func=lambda message: True)
async def echo_message(message):
if message.text[0] == '/':
await bot.reply_to(message, UNKNOWN_CMD_TEXT)
@bot.message_handler(func=lambda message: True)
async def echo_message(message):
if message.text[0] == '/':
await bot.reply_to(message, UNKNOWN_CMD_TEXT)
@bot.callback_query_handler(func=lambda call: True)
async def callback_query(call):
@ -289,4 +334,4 @@ async def run_skynet_telegram(
await _redo(call)
await aio_as_trio(bot.infinity_polling())
await aio_as_trio(bot.infinity_polling)()

341
skynet/network.py 100644
View File

@ -0,0 +1,341 @@
#!/usr/bin/python
import zlib
import socket
from typing import Callable, Awaitable, Optional
from pathlib import Path
from contextlib import asynccontextmanager as acm
from cryptography import x509
from cryptography.hazmat.primitives import serialization
import trio
import pynng
from pynng import TLSConfig, Context
from .protobuf import *
from .constants import *
def get_random_port():
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
s.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
s.bind(('', 0))
return s.getsockname()[1]
def load_certs(
certs_dir: str,
cert_name: str,
key_name: str
):
certs_dir = Path(certs_dir).resolve()
tls_key_data = (certs_dir / key_name).read_bytes()
tls_key = serialization.load_pem_private_key(
tls_key_data,
password=None
)
tls_cert_data = (certs_dir / cert_name).read_bytes()
tls_cert = x509.load_pem_x509_certificate(
tls_cert_data
)
tls_whitelist = {}
for cert_path in (*(certs_dir / 'whitelist').glob('*.cert'), certs_dir / 'brain.cert'):
tls_whitelist[cert_path.stem] = x509.load_pem_x509_certificate(
cert_path.read_bytes()
)
return (
SessionTLSConfig(
TLSConfig.MODE_SERVER,
own_key_string=tls_key_data,
own_cert_string=tls_cert_data
),
tls_whitelist
)
def load_certs_client(
certs_dir: str,
cert_name: str,
key_name: str,
ca_name: Optional[str] = None
):
certs_dir = Path(certs_dir).resolve()
if not ca_name:
ca_name = 'brain.cert'
ca_cert_data = (certs_dir / ca_name).read_bytes()
tls_key_data = (certs_dir / key_name).read_bytes()
tls_cert_data = (certs_dir / cert_name).read_bytes()
tls_whitelist = {}
for cert_path in (*(certs_dir / 'whitelist').glob('*.cert'), certs_dir / 'brain.cert'):
tls_whitelist[cert_path.stem] = x509.load_pem_x509_certificate(
cert_path.read_bytes()
)
return (
SessionTLSConfig(
TLSConfig.MODE_CLIENT,
own_key_string=tls_key_data,
own_cert_string=tls_cert_data,
ca_string=ca_cert_data
),
tls_whitelist
)
class SessionError(BaseException):
...
class SessionTLSConfig(TLSConfig):
def __init__(
self,
mode,
server_name=None,
ca_string=None,
own_key_string=None,
own_cert_string=None,
auth_mode=None,
ca_files=None,
cert_key_file=None,
passwd=None
):
super().__init__(
mode,
server_name=server_name,
ca_string=ca_string,
own_key_string=own_key_string,
own_cert_string=own_cert_string,
auth_mode=auth_mode,
ca_files=ca_files,
cert_key_file=cert_key_file,
passwd=passwd
)
if ca_string:
self.ca_cert = x509.load_pem_x509_certificate(ca_string)
self.cert = x509.load_pem_x509_certificate(own_cert_string)
self.key = serialization.load_pem_private_key(
own_key_string,
password=passwd
)
class SessionServer:
def __init__(
self,
addr: str,
msg_handler: Callable[
[SkynetRPCRequest, Context], Awaitable[SkynetRPCResponse]
],
cert_name: Optional[str] = None,
key_name: Optional[str] = None,
cert_dir: str = DEFAULT_CERTS_DIR,
recv_max_size = 0
):
self.addr = addr
self.msg_handler = msg_handler
self.cert_name = cert_name
self.tls_config = None
self.tls_whitelist = None
if cert_name and key_name:
self.cert_name = cert_name
self.tls_config, self.tls_whitelist = load_certs(
cert_dir, cert_name, key_name)
self.addr = 'tls+' + self.addr
self.recv_max_size = recv_max_size
async def _handle_msg(self, req: SkynetRPCRequest, ctx: Context):
resp = await self.msg_handler(req, ctx)
if self.tls_config:
resp.auth.cert = 'skynet'
resp.auth.sig = sign_protobuf_msg(
resp, self.tls_config.key)
raw_msg = zlib.compress(resp.SerializeToString())
await ctx.asend(raw_msg)
ctx.close()
async def _listener (self, sock):
async with trio.open_nursery() as n:
while True:
ctx = sock.new_context()
raw_msg = await ctx.arecv()
raw_size = len(raw_msg)
logging.debug(f'rpc server new msg {raw_size} bytes')
try:
msg = zlib.decompress(raw_msg)
msg_size = len(msg)
except zlib.error:
logging.warning(f'Zlib decompress error, dropping msg of size {len(raw_msg)}')
continue
logging.debug(f'msg after decompress {msg_size} bytes, +{msg_size - raw_size} bytes')
req = SkynetRPCRequest()
try:
req.ParseFromString(msg)
except google.protobuf.message.DecodeError:
logging.warning(f'Dropping malfomed msg of size {len(msg)}')
continue
logging.debug(f'msg method: {req.method}')
if self.tls_config:
if req.auth.cert not in self.tls_whitelist:
logging.warning(
f'{req.auth.cert} not in tls whitelist')
continue
try:
verify_protobuf_msg(req, self.tls_whitelist[req.auth.cert])
except ValueError:
logging.warning(
f'{req.cert} sent an unauthenticated msg')
continue
n.start_soon(self._handle_msg, req, ctx)
@acm
async def open(self):
with pynng.Rep0(
recv_max_size=self.recv_max_size
) as sock:
if self.tls_config:
sock.tls_config = self.tls_config
sock.listen(self.addr)
logging.debug(f'server socket listening at {self.addr}')
async with trio.open_nursery() as n:
n.start_soon(self._listener, sock)
try:
yield self
finally:
n.cancel_scope.cancel()
logging.debug('server socket is off.')
class SessionClient:
def __init__(
self,
connect_addr: str,
uid: str,
cert_name: Optional[str] = None,
key_name: Optional[str] = None,
ca_name: Optional[str] = None,
cert_dir: str = DEFAULT_CERTS_DIR,
recv_max_size = 0
):
self.uid = uid
self.connect_addr = connect_addr
self.cert_name = None
self.tls_config = None
self.tls_whitelist = None
self.tls_cert = None
self.tls_key = None
if cert_name and key_name:
self.cert_name = Path(cert_name).stem
self.tls_config, self.tls_whitelist = load_certs_client(
cert_dir, cert_name, key_name, ca_name=ca_name)
if not self.connect_addr.startswith('tls'):
self.connect_addr = 'tls+' + self.connect_addr
self.recv_max_size = recv_max_size
self._connected = False
self._sock = None
def connect(self):
self._sock = pynng.Req0(
recv_max_size=0,
name=self.uid
)
if self.tls_config:
self._sock.tls_config = self.tls_config
logging.debug(f'client is dialing {self.connect_addr}...')
self._sock.dial(self.connect_addr, block=True)
self._connected = True
logging.debug(f'client is connected to {self.connect_addr}')
def disconnect(self):
self._sock.close()
self._connected = False
logging.debug(f'client disconnected.')
async def rpc(
self,
method: str,
params: dict = {},
binext: Optional[bytes] = None,
timeout: float = 2.
):
if not self._connected:
raise SessionError('tried to use rpc without connecting')
req = SkynetRPCRequest()
req.uid = self.uid
req.method = method
req.params.update(params)
if binext:
logging.debug('added binary extension')
req.bin = binext
if self.tls_config:
req.auth.cert = self.cert_name
req.auth.sig = sign_protobuf_msg(req, self.tls_config.key)
with trio.fail_after(timeout):
ctx = self._sock.new_context()
raw_req = zlib.compress(req.SerializeToString())
logging.debug(f'rpc client sending new msg {method} of size {len(raw_req)}')
await ctx.asend(raw_req)
logging.debug('sent, awaiting response...')
raw_resp = await ctx.arecv()
logging.debug(f'rpc client got response of size {len(raw_resp)}')
raw_resp = zlib.decompress(raw_resp)
resp = SkynetRPCResponse()
resp.ParseFromString(raw_resp)
ctx.close()
if self.tls_config:
verify_protobuf_msg(resp, self.tls_config.ca_cert)
return resp

25
skynet/protobuf/__init__.py
View File

@ -1,29 +1,4 @@
#!/usr/bin/python
from typing import Optional
from dataclasses import dataclass, asdict
from google.protobuf.json_format import MessageToDict
from .auth import *
from .skynet_pb2 import *
class Struct:
def to_dict(self):
return asdict(self)
@dataclass
class DiffusionParameters(Struct):
algo: str
prompt: str
step: int
width: int
height: int
guidance: float
strength: float
seed: Optional[int]
image: bool # if true indicates a bytestream is next msg
upscaler: Optional[str]

22
skynet/protobuf/auth.py
View File

@ -7,7 +7,8 @@ from hashlib import sha256
from collections import OrderedDict
from google.protobuf.json_format import MessageToDict
from OpenSSL.crypto import PKey, X509, verify, sign
from cryptography.hazmat.primitives import serialization, hashes
from cryptography.hazmat.primitives.asymmetric import padding
from .skynet_pb2 import *
@ -46,20 +47,23 @@ def serialize_msg_deterministic(msg):
if field_descriptor.message_type.name == 'Struct':
hash_dict(MessageToDict(getattr(msg, field_name)))
deterministic_msg = shasum.hexdigest()
deterministic_msg = shasum.digest()
return deterministic_msg
def sign_protobuf_msg(msg, key: PKey):
return sign(
key, serialize_msg_deterministic(msg), 'sha256').hex()
def sign_protobuf_msg(msg, key):
return key.sign(
serialize_msg_deterministic(msg),
padding.PKCS1v15(),
hashes.SHA256()
).hex()
def verify_protobuf_msg(msg, cert: X509):
return verify(
cert,
def verify_protobuf_msg(msg, cert):
return cert.public_key().verify(
bytes.fromhex(msg.auth.sig),
serialize_msg_deterministic(msg),
'sha256'
padding.PKCS1v15(),
hashes.SHA256()
)

14
skynet/protobuf/skynet.proto
View File

@ -13,18 +13,12 @@ message SkynetRPCRequest {
string uid = 1;
string method = 2;
google.protobuf.Struct params = 3;
optional Auth auth = 4;
optional bytes bin = 4;
optional Auth auth = 5;
}
message SkynetRPCResponse {
google.protobuf.Struct result = 1;
optional Auth auth = 2;
}
message DGPUBusMessage {
string rid = 1;
string nid = 2;
string method = 3;
google.protobuf.Struct params = 4;
optional Auth auth = 5;
optional bytes bin = 2;
optional Auth auth = 3;
}

10
skynet/protobuf/skynet_pb2.py
View File

@ -14,7 +14,7 @@ _sym_db = _symbol_database.Default()
from google.protobuf import struct_pb2 as google_dot_protobuf_dot_struct__pb2
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cskynet.proto\x12\x06skynet\x1a\x1cgoogle/protobuf/struct.proto\"!\n\x04\x41uth\x12\x0c\n\x04\x63\x65rt\x18\x01 \x01(\t\x12\x0b\n\x03sig\x18\x02 \x01(\t\"\x82\x01\n\x10SkynetRPCRequest\x12\x0b\n\x03uid\x18\x01 \x01(\t\x12\x0e\n\x06method\x18\x02 \x01(\t\x12\'\n\x06params\x18\x03 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x04 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_auth\"f\n\x11SkynetRPCResponse\x12\'\n\x06result\x18\x01 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x02 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_auth\"\x8d\x01\n\x0e\x44GPUBusMessage\x12\x0b\n\x03rid\x18\x01 \x01(\t\x12\x0b\n\x03nid\x18\x02 \x01(\t\x12\x0e\n\x06method\x18\x03 \x01(\t\x12\'\n\x06params\x18\x04 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x1f\n\x04\x61uth\x18\x05 \x01(\x0b\x32\x0c.skynet.AuthH\x00\x88\x01\x01\x42\x07\n\x05_authb\x06proto3')
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cskynet.proto\x12\x06skynet\x1a\x1cgoogle/protobuf/struct.proto\"!\n\x04\x41uth\x12\x0c\n\x04\x63\x65rt\x18\x01 \x01(\t\x12\x0b\n\x03sig\x18\x02 \x01(\t\"\x9c\x01\n\x10SkynetRPCRequest\x12\x0b\n\x03uid\x18\x01 \x01(\t\x12\x0e\n\x06method\x18\x02 \x01(\t\x12\'\n\x06params\x18\x03 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x10\n\x03\x62in\x18\x04 \x01(\x0cH\x00\x88\x01\x01\x12\x1f\n\x04\x61uth\x18\x05 \x01(\x0b\x32\x0c.skynet.AuthH\x01\x88\x01\x01\x42\x06\n\x04_binB\x07\n\x05_auth\"\x80\x01\n\x11SkynetRPCResponse\x12\'\n\x06result\x18\x01 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x10\n\x03\x62in\x18\x02 \x01(\x0cH\x00\x88\x01\x01\x12\x1f\n\x04\x61uth\x18\x03 \x01(\x0b\x32\x0c.skynet.AuthH\x01\x88\x01\x01\x42\x06\n\x04_binB\x07\n\x05_authb\x06proto3')
_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'skynet_pb2', globals())
@ -24,9 +24,7 @@ if _descriptor._USE_C_DESCRIPTORS == False:
_AUTH._serialized_start=54
_AUTH._serialized_end=87
_SKYNETRPCREQUEST._serialized_start=90
_SKYNETRPCREQUEST._serialized_end=220
_SKYNETRPCRESPONSE._serialized_start=222
_SKYNETRPCRESPONSE._serialized_end=324
_DGPUBUSMESSAGE._serialized_start=327
_DGPUBUSMESSAGE._serialized_end=468
_SKYNETRPCREQUEST._serialized_end=246
_SKYNETRPCRESPONSE._serialized_start=249
_SKYNETRPCRESPONSE._serialized_end=377
# @@protoc_insertion_point(module_scope)

15
skynet/utils.py
View File

@ -1,5 +1,6 @@
#!/usr/bin/python
import time
import random
from typing import Optional
@ -21,6 +22,10 @@ from huggingface_hub import login
from .constants import ALGOS
def time_ms():
return int(time.time() * 1000)
def convert_from_cv2_to_image(img: np.ndarray) -> Image:
# return Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
return Image.fromarray(img)
@ -164,3 +169,13 @@ def upscale(
image.save(output)
def download_all_models(hf_token: str):
assert torch.cuda.is_available()
login(token=hf_token)
for model in ALGOS:
print(f'DOWNLOADING {model.upper()}')
pipeline_for(model)

88
tests/conftest.py
View File

@ -3,89 +3,30 @@
import os
import json
import time
import random
import string
import logging
from functools import partial
from pathlib import Path
from functools import partial
import trio
import pytest
import psycopg2
import trio_asyncio
from docker.types import Mount, DeviceRequest
from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
from skynet.constants import *
from skynet.db import open_new_database
from skynet.brain import run_skynet
from skynet.network import get_random_port
from skynet.constants import *
@pytest.fixture(scope='session')
def postgres_db(dockerctl):
rpassword = ''.join(
random.choice(string.ascii_lowercase)
for i in range(12))
password = ''.join(
random.choice(string.ascii_lowercase)
for i in range(12))
with dockerctl.run(
'postgres',
name='skynet-test-postgres',
ports={'5432/tcp': None},
environment={
'POSTGRES_PASSWORD': rpassword
}
) as containers:
container = containers[0]
# ip = container.attrs['NetworkSettings']['IPAddress']
port = container.ports['5432/tcp'][0]['HostPort']
host = f'localhost:{port}'
for log in container.logs(stream=True):
log = log.decode().rstrip()
logging.info(log)
if ('database system is ready to accept connections' in log or
'database system is shut down' in log):
break
# why print the system is ready to accept connections when its not
# postgres? wtf
time.sleep(1)
logging.info('creating skynet db...')
conn = psycopg2.connect(
user='postgres',
password=rpassword,
host='localhost',
port=port
)
logging.info('connected...')
conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
with conn.cursor() as cursor:
cursor.execute(
f'CREATE USER {DB_USER} WITH PASSWORD \'{password}\'')
cursor.execute(
f'CREATE DATABASE {DB_NAME}')
cursor.execute(
f'GRANT ALL PRIVILEGES ON DATABASE {DB_NAME} TO {DB_USER}')
conn.close()
logging.info('done.')
yield container, password, host
with open_new_database() as db_params:
yield db_params
@pytest.fixture
async def skynet_running(postgres_db):
db_container, db_pass, db_host = postgres_db
async with run_skynet(
db_pass=db_pass,
db_host=db_host
):
async def skynet_running():
async with run_skynet():
yield
@ -99,11 +40,13 @@ def dgpu_workers(request, dockerctl, skynet_running):
cmds = []
for i in range(num_containers):
dgpu_addr = f'tcp://127.0.0.1:{get_random_port()}'
cmd = f'''
pip install -e . && \
skynet run dgpu \
--algos=\'{json.dumps(initial_algos)}\' \
--uid=dgpu-{i}
--uid=dgpu-{i} \
--dgpu={dgpu_addr}
'''
cmds.append(['bash', '-c', cmd])
@ -114,16 +57,15 @@ def dgpu_workers(request, dockerctl, skynet_running):
name='skynet-test-runtime-cuda',
commands=cmds,
environment={
'HF_TOKEN': os.environ['HF_TOKEN'],
'HF_HOME': '/skynet/hf_home'
},
network='host',
mounts=mounts,
device_requests=devices,
num=num_containers
num=num_containers,
) as containers:
yield containers
#for i, container in enumerate(containers):
# logging.info(f'container {i} logs:')
# logging.info(container.logs().decode())
for i, container in enumerate(containers):
logging.info(f'container {i} logs:')
logging.info(container.logs().decode())

324
tests/test_dgpu.py
View File

@ -12,29 +12,26 @@ from functools import partial
import trio
import pytest
import trio_asyncio
from PIL import Image
from google.protobuf.json_format import MessageToDict
from skynet.brain import SkynetDGPUComputeError
from skynet.constants import *
from skynet.network import get_random_port, SessionServer
from skynet.protobuf import SkynetRPCResponse
from skynet.frontend import open_skynet_rpc
from skynet.constants import *
async def wait_for_dgpus(rpc, amount: int, timeout: float = 30.0):
async def wait_for_dgpus(session, amount: int, timeout: float = 30.0):
gpu_ready = False
start_time = time.time()
current_time = time.time()
while not gpu_ready and (current_time - start_time) < timeout:
res = await rpc('dgpu_workers')
if res.result['ok'] >= amount:
break
with trio.fail_after(timeout):
while not gpu_ready:
res = await session.rpc('dgpu_workers')
if res.result['ok'] >= amount:
break
await trio.sleep(1)
current_time = time.time()
assert (current_time - start_time) < timeout
await trio.sleep(1)
_images = set()
@ -48,34 +45,33 @@ async def check_request_img(
):
global _images
async with open_skynet_rpc(
with open_skynet_rpc(
uid,
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as rpc_call:
res = await rpc_call(
'txt2img', {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': width, 'height': height,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[i],
'upscaler': upscaler
})
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': width, 'height': height,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[i],
'upscaler': upscaler
}
},
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
if upscaler == 'x4':
width *= 4
height *= 4
img_raw = zlib.decompress(bytes.fromhex(res.result['img']))
img_raw = res.bin
img_sha = sha256(img_raw).hexdigest()
img = Image.frombytes(
'RGB', (width, height), img_raw)
img = Image.open(io.BytesIO(img_raw))
if expect_unique and img_sha in _images:
raise ValueError('Duplicated image sha: {img_sha}')
@ -96,13 +92,12 @@ async def test_dgpu_worker_compute_error(dgpu_workers):
then generate a smaller image to show gpu worker recovery
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0, width=4096, height=4096)
@ -112,20 +107,35 @@ async def test_dgpu_worker_compute_error(dgpu_workers):
await check_request_img(0)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_worker(dgpu_workers):
'''Generate one image in a single dgpu worker
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(0)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj', 'stable'])], indirect=True)
async def test_dgpu_workers(dgpu_workers):
async def test_dgpu_worker_two_models(dgpu_workers):
'''Generate two images in a single dgpu worker using
two different models.
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(0)
await check_request_img(1)
@ -138,14 +148,12 @@ async def test_dgpu_worker_upscale(dgpu_workers):
two different models.
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
logging.error('UPSCALE')
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
img = await check_request_img(0, upscaler='x4')
@ -157,13 +165,12 @@ async def test_dgpu_worker_upscale(dgpu_workers):
async def test_dgpu_workers_two(dgpu_workers):
'''Generate two images in two separate dgpu workers
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 2)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 2, timeout=60)
async with trio.open_nursery() as n:
n.start_soon(check_request_img, 0)
@ -175,13 +182,12 @@ async def test_dgpu_workers_two(dgpu_workers):
async def test_dgpu_worker_algo_swap(dgpu_workers):
'''Generate an image using a non default model
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(5)
@ -191,33 +197,32 @@ async def test_dgpu_rotation_next_worker(dgpu_workers):
'''Connect three dgpu workers, disconnect and check next_worker
rotation happens correctly
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 3)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 3)
res = await test_rpc('dgpu_next')
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 0
await check_request_img(0)
res = await test_rpc('dgpu_next')
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 1
await check_request_img(0)
res = await test_rpc('dgpu_next')
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 2
await check_request_img(0)
res = await test_rpc('dgpu_next')
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 0
@ -228,13 +233,12 @@ async def test_dgpu_rotation_next_worker_disconnect(dgpu_workers):
'''Connect three dgpu workers, disconnect the first one and check
next_worker rotation happens correctly
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 3)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 3)
await trio.sleep(3)
@ -245,7 +249,7 @@ async def test_dgpu_rotation_next_worker_disconnect(dgpu_workers):
dgpu_workers[0].wait()
res = await test_rpc('dgpu_workers')
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 2
@ -258,26 +262,43 @@ async def test_dgpu_no_ack_node_disconnect(skynet_running):
'''Mock a node that connects, gets a request but fails to
acknowledge it, then check skynet correctly drops the node
'''
async with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as rpc_call:
res = await rpc_call('dgpu_online')
assert 'ok' in res.result
async def mock_rpc(req, ctx):
resp = SkynetRPCResponse()
resp.result.update({'error': 'can\'t do it mate'})
return resp
await wait_for_dgpus(rpc_call, 1)
dgpu_addr = f'tcp://127.0.0.1:{get_random_port()}'
mock_server = SessionServer(
dgpu_addr,
mock_rpc,
cert_name='whitelist/testing.cert',
key_name='testing.key'
)
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0)
async with mock_server.open():
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
assert 'dgpu failed to acknowledge request' in str(e)
res = await session.rpc('dgpu_online', {
'dgpu_addr': dgpu_addr,
'cert': 'whitelist/testing.cert'
})
assert 'ok' in res.result
res = await rpc_call('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 0
await wait_for_dgpus(session, 1)
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0)
assert 'can\'t do it mate' in str(e.value)
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 0
@pytest.mark.parametrize(
@ -286,13 +307,12 @@ async def test_dgpu_timeout_while_processing(dgpu_workers):
'''Stop node while processing request to cause timeout and
then check skynet correctly drops the node.
'''
async with open_skynet_rpc(
with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
async def check_request_img_raises():
with pytest.raises(SkynetDGPUComputeError) as e:
@ -308,72 +328,62 @@ async def test_dgpu_timeout_while_processing(dgpu_workers):
assert ec == 0
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_heartbeat(dgpu_workers):
'''
'''
async with open_skynet_rpc(
'test-ctx',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as test_rpc:
await wait_for_dgpus(test_rpc, 1)
await trio.sleep(120)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_img2img(dgpu_workers):
async with open_skynet_rpc(
'1',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as rpc_call:
await wait_for_dgpus(rpc_call, 1)
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await trio.sleep(2)
res = await rpc_call(
'txt2img', {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': 512, 'height': 512,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': None
})
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': 512, 'height': 512,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': None
}
},
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
img_raw = res.result['img']
img = zlib.decompress(bytes.fromhex(img_raw))
logging.info(img[:10])
img = Image.open(io.BytesIO(img))
img_raw = res.bin
img = Image.open(io.BytesIO(img_raw))
img.save('txt2img.png')
res = await rpc_call(
'img2img', {
'prompt': 'red sports car in a sunny wheat field',
'step': 28,
'img': img_raw,
'guidance': 12,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': 'x4'
})
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red ferrari in a sunny wheat field',
'step': 28,
'guidance': 8,
'strength': 0.7,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': 'x4'
}
},
binext=img_raw,
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
img_raw = res.result['img']
img = zlib.decompress(bytes.fromhex(img_raw))
logging.info(img[:10])
img = Image.open(io.BytesIO(img))
img_raw = res.bin
img = Image.open(io.BytesIO(img_raw))
img.save('img2img.png')

78
tests/test_skynet.py
View File

@ -9,6 +9,7 @@ import trio_asyncio
from skynet.brain import run_skynet
from skynet.structs import *
from skynet.network import SessionServer
from skynet.frontend import open_skynet_rpc
@ -18,53 +19,68 @@ async def test_skynet(skynet_running):
async def test_skynet_attempt_insecure(skynet_running):
with pytest.raises(pynng.exceptions.NNGException) as e:
async with open_skynet_rpc('bad-actor'):
...
assert str(e.value) == 'Connection shutdown'
with open_skynet_rpc('bad-actor') as session:
with trio.fail_after(5):
await session.rpc('skynet_shutdown')
async def test_skynet_dgpu_connection_simple(skynet_running):
async with open_skynet_rpc(
async def rpc_handler(req, ctx):
...
fake_dgpu_addr = 'tcp://127.0.0.1:41001'
rpc_server = SessionServer(
fake_dgpu_addr,
rpc_handler,
cert_name='whitelist/testing.cert',
key_name='testing.key'
)
with open_skynet_rpc(
'dgpu-0',
security=True,
cert_name='whitelist/testing',
key_name='testing'
) as rpc_call:
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
# check 0 nodes are connected
res = await rpc_call('dgpu_workers')
assert 'ok' in res.result
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# check next worker is None
res = await rpc_call('dgpu_next')
assert 'ok' in res.result
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == None
# connect 1 dgpu
res = await rpc_call('dgpu_online')
assert 'ok' in res.result
async with rpc_server.open() as rpc_server:
# connect 1 dgpu
res = await session.rpc(
'dgpu_online', {
'dgpu_addr': fake_dgpu_addr,
'cert': 'whitelist/testing.cert'
})
assert 'ok' in res.result.keys()
# check 1 node is connected
res = await rpc_call('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 1
# check 1 node is connected
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 1
# check next worker is 0
res = await rpc_call('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 0
# check next worker is 0
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# disconnect 1 dgpu
res = await rpc_call('dgpu_offline')
assert 'ok' in res.result
# disconnect 1 dgpu
res = await session.rpc('dgpu_offline')
assert 'ok' in res.result.keys()
# check 0 nodes are connected
res = await rpc_call('dgpu_workers')
assert 'ok' in res.result
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# check next worker is None
res = await rpc_call('dgpu_next')
assert 'ok' in res.result
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == None

28
tests/test_telegram.py 100644
View File

@ -0,0 +1,28 @@
#!/usr/bin/python
import trio
from functools import partial
from skynet.db import open_new_database
from skynet.brain import run_skynet
from skynet.config import load_skynet_ini
from skynet.frontend.telegram import run_skynet_telegram
if __name__ == '__main__':
'''You will need a telegram bot token configured on skynet.ini for this
'''
with open_new_database() as db_params:
db_container, db_pass, db_host = db_params
config = load_skynet_ini()
async def main():
await run_skynet_telegram(
'telegram-test',
config['skynet.telegram-test']['token'],
db_host=db_host,
db_pass=db_pass
)
trio.run(main)