From 454545d096089cdf051966e14a37a5eb648873cc Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 26 Sep 2023 12:42:57 -0300 Subject: [PATCH 01/43] Switch to using poetry package manager --- poetry.toml | 2 ++ pyproject.toml | 59 +++++++++++++++++++++++++++++++++++++++++ requirements.cuda.0.txt | 9 ------- requirements.cuda.1.txt | 1 - requirements.cuda.2.txt | 2 -- requirements.txt | 15 ----------- setup.py | 21 --------------- 7 files changed, 61 insertions(+), 48 deletions(-) create mode 100644 poetry.toml create mode 100644 pyproject.toml delete mode 100644 requirements.cuda.0.txt delete mode 100644 requirements.cuda.1.txt delete mode 100644 requirements.cuda.2.txt delete mode 100644 requirements.txt delete mode 100644 setup.py diff --git a/poetry.toml b/poetry.toml new file mode 100644 index 0000000..ab1033b --- /dev/null +++ b/poetry.toml @@ -0,0 +1,2 @@ +[virtualenvs] +in-project = true diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..63ef24f --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,59 @@ +[tool.poetry] +name = 'skynet' +version = '0.1a11' +description = 'Decentralized compute platform' +authors = ['Guillermo Rodriguez '] +license = 'AGPL' +readme = 'README.md' + +[tool.poetry.dependencies] +python = '>=3.10,<3.12' +pytz = '^2023.3.post1' +trio = '^0.22.2' +asks = '^3.0.0' +numpy = '^1.26.0' +Pillow = '^10.0.1' +docker = '^6.1.3' +py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} + +[tool.poetry.group.frontend] +optional = true + +[tool.poetry.group.frontend.dependencies] +triopg = {version = '^0.6.0'} +aiohttp = {version = '^3.8.5'} +psycopg2-binary = {version = '^2.9.7'} +pyTelegramBotAPI = {version = '^4.14.0'} +'discord.py' = {version = '^2.3.2'} + +[tool.poetry.group.dev] +optional = true + +[tool.poetry.group.dev.dependencies] +pdbpp = {version = '^0.10.3'} +pytest = {version = '^7.4.2'} + +[tool.poetry.group.cuda] +optional = true + +[tool.poetry.group.cuda.dependencies] +torch = {version = '1.13.0+cu117', source = 'torch'} +scipy = {version = '^1.11.2'} +triton = {version = '^2.1.0'} +basicsr = {version = '^1.4.2'} +diffusers = {version = '^0.21.2'} +realesrgan = {version = '^0.3.0'} +accelerate = {version = '^0.23.0'} +transformers = {version = '^4.33.2'} +huggingface-hub = {version = '^0.17.3'} +invisible-watermark = {version = '^0.2.0'} +# xformers = {git = 'https://github.com/facebookresearch/xformers.git', rev = 'v0.0.21'} + +[[tool.poetry.source]] +name = 'torch' +url = 'https://download.pytorch.org/whl/cu117' +priority = 'explicit' + +[build-system] +requires = ['poetry-core'] +build-backend = 'poetry.core.masonry.api' diff --git a/requirements.cuda.0.txt b/requirements.cuda.0.txt deleted file mode 100644 index f796537..0000000 --- a/requirements.cuda.0.txt +++ /dev/null @@ -1,9 +0,0 @@ -scipy -triton -accelerate -transformers -huggingface_hub -diffusers[torch]>=0.18.0 -invisible-watermark -torch==1.13.0+cu117 ---extra-index-url https://download.pytorch.org/whl/cu117 diff --git a/requirements.cuda.1.txt b/requirements.cuda.1.txt deleted file mode 100644 index b9f2703..0000000 --- a/requirements.cuda.1.txt +++ /dev/null @@ -1 +0,0 @@ -git+https://github.com/facebookresearch/xformers.git@main#egg=xformers diff --git a/requirements.cuda.2.txt b/requirements.cuda.2.txt deleted file mode 100644 index 4d3fee4..0000000 --- a/requirements.cuda.2.txt +++ /dev/null @@ -1,2 +0,0 @@ -basicsr -realesrgan diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index 6a1a32e..0000000 --- a/requirements.txt +++ /dev/null @@ -1,15 +0,0 @@ -pytz -trio -asks -numpy -pdbpp -Pillow -triopg -pytest -docker -aiohttp -psycopg2-binary -pyTelegramBotAPI -discord.py - -py-leap@git+https://github.com/guilledk/py-leap.git@v0.1a14 diff --git a/setup.py b/setup.py deleted file mode 100644 index b1866d9..0000000 --- a/setup.py +++ /dev/null @@ -1,21 +0,0 @@ -from setuptools import setup, find_packages - -from skynet.constants import VERSION - -setup( - name='skynet', - version=VERSION, - description='Decentralized compute platform', - author='Guillermo Rodriguez', - author_email='guillermo@telos.net', - packages=find_packages(), - entry_points={ - 'console_scripts': [ - 'skynet = skynet.cli:skynet', - 'txt2img = skynet.cli:txt2img', - 'img2img = skynet.cli:img2img', - 'upscale = skynet.cli:upscale' - ] - }, - install_requires=['click'] -) From 3622c8ea113e5e4872f84944b455eba0e013acf9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 3 Oct 2023 12:55:57 -0300 Subject: [PATCH 02/43] Add venv to dockerignore Improve readme Improve dockerization as ipfs cli exec runs not needed anymore Fix pyproject toml for gpu workers Add more sections on example config Drop and siomplify many cli commands, try to use config.ini for everything now Use more dynamic imports on cli to speed up startup Improve model pipelines to allow low mem cards to run big models Add upscaler download to `skynet download` cmd --- .dockerignore | 1 + README.md | 56 +- build_docker.sh | 6 +- docker/Dockerfile.runtime | 19 +- docker/Dockerfile.runtime+cuda | 49 +- docker/entrypoint.sh | 6 + launch_ipfs.sh | 36 + poetry.lock | 3635 ++++++++++++++++++++++++++++++++ pyproject.toml | 15 +- skynet.ini.example | 13 + skynet/cli.py | 322 ++- skynet/config.py | 113 +- skynet/constants.py | 29 +- skynet/dgpu/__init__.py | 6 +- skynet/dgpu/network.py | 12 +- skynet/ipfs/docker.py | 65 +- skynet/nodeos.py | 36 +- skynet/utils.py | 46 +- 18 files changed, 4006 insertions(+), 459 deletions(-) create mode 100755 docker/entrypoint.sh create mode 100755 launch_ipfs.sh create mode 100644 poetry.lock diff --git a/.dockerignore b/.dockerignore index a9214c5..f75abc4 100644 --- a/.dockerignore +++ b/.dockerignore @@ -7,3 +7,4 @@ outputs *.egg-info **/*.key **/*.cert +.venv diff --git a/README.md b/README.md index a875d5a..01172c2 100644 --- a/README.md +++ b/README.md @@ -2,29 +2,61 @@ ### decentralized compute platform To launch a worker: + +### native install + +system dependencies: +- `cuda` 11.8 +- `llvm` 10 +- `python` 3.10+ +- `docker` (for ipfs node) + ``` # create and edit config from template cp skynet.ini.example skynet.ini -# create python virtual envoirment 3.10+ -python3 -m venv venv +# install poetry package manager +curl -sSL https://install.python-poetry.org | python3 - -# enable envoirment -source venv/bin/activate +# install +poetry install -# install requirements -pip install -r requirements.txt -pip install -r requirements.cuda.0.txt -pip install -r requirements.cuda.1.txt -pip install -r requirements.cuda.2.txt - -# install skynet -pip install -e . +# enable environment +poetry shell # test you can run this command skynet --help +# launch ipfs node +skynet run ipfs + # to launch worker skynet run dgpu ``` + +### dockerized install + +system dependencies: +- `docker` with gpu enabled + +``` +# pull runtime container +docker pull guilledk/skynet:runtime-cuda + +# or build it (takes a bit of time) +./build_docker.sh + +# launch simple ipfs node +./launch_ipfs.sh + +# run worker +docker run \ + -it \ + --rm \ + --gpus all \ + --network host \ + --mount type=bind,source="$(pwd)",target=/root/target \ + guilledk/skynet:runtime-cuda \ + skynet run dgpu +``` diff --git a/build_docker.sh b/build_docker.sh index 74e8dca..527cc47 100755 --- a/build_docker.sh +++ b/build_docker.sh @@ -1,7 +1,3 @@ docker build \ - -t skynet:runtime-cuda \ + -t guilledk/skynet:runtime-cuda \ -f docker/Dockerfile.runtime+cuda . - -docker build \ - -t skynet:runtime \ - -f docker/Dockerfile.runtime . diff --git a/docker/Dockerfile.runtime b/docker/Dockerfile.runtime index f6e65e7..6f2f141 100644 --- a/docker/Dockerfile.runtime +++ b/docker/Dockerfile.runtime @@ -2,15 +2,14 @@ from python:3.11 env DEBIAN_FRONTEND=noninteractive +run apt-get update && apt-get install -y git + +run curl -sSL https://install.python-poetry.org | python3 - + +env PATH "/root/.local/bin:$PATH" + +copy . /skynet + workdir /skynet -copy requirements.txt requirements.txt -copy pytest.ini ./ -copy setup.py ./ -copy skynet ./skynet - -run pip install \ - -e . \ - -r requirements.txt - -copy tests ./ +run poetry install -v diff --git a/docker/Dockerfile.runtime+cuda b/docker/Dockerfile.runtime+cuda index 6d52960..8ae189e 100644 --- a/docker/Dockerfile.runtime+cuda +++ b/docker/Dockerfile.runtime+cuda @@ -1,29 +1,46 @@ -from nvidia/cuda:11.7.0-devel-ubuntu20.04 +from nvidia/cuda:11.8.0-devel-ubuntu20.04 from python:3.11 env DEBIAN_FRONTEND=noninteractive -run apt-get update && \ - apt-get install -y ffmpeg libsm6 libxext6 +run apt-get update && apt-get install -y \ + git \ + clang \ + cmake \ + ffmpeg \ + libsm6 \ + libxext6 \ + ninja-build + +env CC /usr/bin/clang +env CXX /usr/bin/clang++ + +# install llvm10 as required by llvm-lite +run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 +workdir /llvm-project +# this adds a commit from 12.0.0 that fixes build on newer compilers +run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 +run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release +run ninja -C build install # -j8 + +run curl -sSL https://install.python-poetry.org | python3 - + +env PATH "/root/.local/bin:$PATH" + +copy . /skynet workdir /skynet -copy requirements.cuda* ./ +env POETRY_VIRTUALENVS_PATH /skynet/.venv -run pip install -U pip ninja -run pip install -v -r requirements.cuda.0.txt -run pip install -v -r requirements.cuda.1.txt -run pip install -v -r requirements.cuda.2.txt +run poetry install --with=cuda -v -copy requirements.txt requirements.txt -copy pytest.ini pytest.ini -copy setup.py setup.py -copy skynet skynet - -run pip install -e . -r requirements.txt +workdir /root/target env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128 env NVIDIA_VISIBLE_DEVICES=all -env HF_HOME /hf_home -copy tests tests +copy docker/entrypoint.sh /entrypoint.sh +entrypoint ["/entrypoint.sh"] + +cmd ["skynet", "--help"] diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh new file mode 100755 index 0000000..48687a6 --- /dev/null +++ b/docker/entrypoint.sh @@ -0,0 +1,6 @@ +#!/bin/sh + +export VIRTUAL_ENV='/skynet/.venv' +poetry env use $VIRTUAL_ENV/bin/python + +exec "$@" diff --git a/launch_ipfs.sh b/launch_ipfs.sh new file mode 100755 index 0000000..47032da --- /dev/null +++ b/launch_ipfs.sh @@ -0,0 +1,36 @@ +#!/bin/bash + +name='skynet-ipfs' +peers=("$@") + +data_dir="$(pwd)/ipfs-docker-data" +data_target='/data/ipfs' + +# Create data directory if it doesn't exist +mkdir -p "$data_dir" + +# Run the container +docker run -d \ + --name "$name" \ + -p 8080:8080/tcp \ + -p 4001:4001/tcp \ + -p 127.0.0.1:5001:5001/tcp \ + --mount type=bind,source="$data_dir",target="$data_target" \ + --rm \ + ipfs/go-ipfs:latest + +# Change ownership +docker exec "$name" chown 1000:1000 -R "$data_target" + +# Wait for Daemon to be ready +while read -r log; do + echo "$log" + if [[ "$log" == *"Daemon is ready"* ]]; then + break + fi +done < <(docker logs -f "$name") + +# Connect to peers +for peer in "${peers[@]}"; do + docker exec "$name" ipfs swarm connect "$peer" || echo "Error connecting to peer: $peer" +done diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..f553c0b --- /dev/null +++ b/poetry.lock @@ -0,0 +1,3635 @@ +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. + +[[package]] +name = "absl-py" +version = "2.0.0" +description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." +optional = false +python-versions = ">=3.7" +files = [ + {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"}, + {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"}, +] + +[[package]] +name = "accelerate" +version = "0.23.0" +description = "Accelerate" +optional = false 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-numpy = '^1.26.0' Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} +xformers = "^0.0.22" [tool.poetry.group.frontend] optional = true @@ -37,12 +37,14 @@ pytest = {version = '^7.4.2'} optional = true [tool.poetry.group.cuda.dependencies] -torch = {version = '1.13.0+cu117', source = 'torch'} +torch = {version = '2.0.1+cu118', source = 'torch'} scipy = {version = '^1.11.2'} -triton = {version = '^2.1.0'} +numba = {version = '0.57.0'} +triton = {version = '2.0.0', source = 'torch'} basicsr = {version = '^1.4.2'} diffusers = {version = '^0.21.2'} realesrgan = {version = '^0.3.0'} +torchvision = {version = '0.15.2+cu118', source = 'torch'} accelerate = {version = '^0.23.0'} transformers = {version = '^4.33.2'} huggingface-hub = {version = '^0.17.3'} @@ -51,9 +53,12 @@ invisible-watermark = {version = '^0.2.0'} [[tool.poetry.source]] name = 'torch' -url = 'https://download.pytorch.org/whl/cu117' +url = 'https://download.pytorch.org/whl/cu118' priority = 'explicit' [build-system] -requires = ['poetry-core'] +requires = ['poetry-core', 'cython'] build-backend = 'poetry.core.masonry.api' + +[tool.poetry.scripts] +skynet = 'skynet.cli:skynet' diff --git a/skynet.ini.example b/skynet.ini.example index 4cdd761..34e3d13 100644 --- a/skynet.ini.example +++ b/skynet.ini.example @@ -1,3 +1,6 @@ +# config sections are optional, depending on which services +# you wish to run + [skynet.dgpu] account = testworkerX permission = active @@ -36,3 +39,13 @@ ipfs_gateway_url = /ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Sn ipfs_url = http://127.0.0.1:5001 token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx + +[skynet.pinner] +hyperion_url = https://testnet.skygpu.net +ipfs_url = http://127.0.0.1:5001 + +[skynet.user] +account = testuser +permission = active +key = 5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx +node_url = https://testnet.skygpu.net diff --git a/skynet/cli.py b/skynet/cli.py index fde3131..d8bf166 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -6,25 +6,12 @@ import random from functools import partial -import trio -import asks import click -import asyncio -import requests -from leap.cleos import CLEOS -from leap.sugar import collect_stdout, Name, asset_from_str -from leap.hyperion import HyperionAPI +from leap.sugar import Name, asset_from_str -from skynet.ipfs import AsyncIPFSHTTP - - -from .db import open_new_database from .config import * -from .nodeos import open_cleos, open_nodeos from .constants import * -from .frontend.telegram import SkynetTelegramFrontend -from .frontend.discord import SkynetDiscordFrontend @click.group() @@ -44,7 +31,9 @@ def skynet(*args, **kwargs): @click.option('--seed', '-S', default=None) def txt2img(*args, **kwargs): from . import utils - _, hf_token, _, _ = init_env_from_config() + + config = load_skynet_ini() + hf_token = load_key(config, 'skynet.dgpu', 'hf_token') utils.txt2img(hf_token, **kwargs) @click.command() @@ -59,7 +48,8 @@ def txt2img(*args, **kwargs): @click.option('--seed', '-S', default=None) def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils - _, hf_token, _, _ = init_env_from_config() + config = load_skynet_ini() + hf_token = load_key(config, 'skynet.dgpu', 'hf_token') utils.img2img( hf_token, model=model, @@ -87,95 +77,83 @@ def upscale(input, output, model): @skynet.command() def download(): from . import utils - _, hf_token, _, _ = init_env_from_config() + config = load_skynet_ini() + hf_token = load_key(config, 'skynet.dgpu', 'hf_token') utils.download_all_models(hf_token) @skynet.command() -@click.option( - '--account', '-A', default=None) -@click.option( - '--permission', '-P', default=None) -@click.option( - '--key', '-k', default=None) -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') @click.option( '--reward', '-r', default='20.0000 GPU') @click.option('--jobs', '-j', default=1) -@click.option('--model', '-m', default='prompthero/openjourney') +@click.option('--model', '-m', default='stabilityai/stable-diffusion-xl-base-1.0') @click.option( '--prompt', '-p', default='a red old tractor in a sunny wheat field') @click.option('--output', '-o', default='output.png') -@click.option('--width', '-w', default=512) -@click.option('--height', '-h', default=512) +@click.option('--width', '-w', default=1024) +@click.option('--height', '-h', default=1024) @click.option('--guidance', '-g', default=10) @click.option('--step', '-s', default=26) @click.option('--seed', '-S', default=None) @click.option('--upscaler', '-U', default='x4') @click.option('--binary_data', '-b', default='') def enqueue( - account: str, - permission: str, - key: str | None, - node_url: str, reward: str, jobs: int, **kwargs ): - key, account, permission = load_account_info( - 'user', key, account, permission) + import trio + from leap.cleos import CLEOS - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) + config = load_skynet_ini() - with open_cleos(node_url, key=key) as cleos: - async def enqueue_n_jobs(): - for i in range(jobs): - if not kwargs['seed']: - kwargs['seed'] = random.randint(0, 10e9) + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') - req = json.dumps({ - 'method': 'diffuse', - 'params': kwargs - }) - binary = kwargs['binary_data'] + cleos = CLEOS(None, None, url=node_url, remote=node_url) - res = await cleos.a_push_action( - 'telos.gpu', - 'enqueue', - { - 'user': Name(account), - 'request_body': req, - 'binary_data': binary, - 'reward': asset_from_str(reward), - 'min_verification': 1 - }, - account, key, permission, - ) - print(res) - trio.run(enqueue_n_jobs) + async def enqueue_n_jobs(): + for i in range(jobs): + if not kwargs['seed']: + kwargs['seed'] = random.randint(0, 10e9) + + req = json.dumps({ + 'method': 'diffuse', + 'params': kwargs + }) + binary = kwargs['binary_data'] + + res = await cleos.a_push_action( + 'telos.gpu', + 'enqueue', + { + 'user': Name(account), + 'request_body': req, + 'binary_data': binary, + 'reward': asset_from_str(reward), + 'min_verification': 1 + }, + account, key, permission, + ) + print(res) + + trio.run(enqueue_n_jobs) @skynet.command() @click.option('--loglevel', '-l', default='INFO', help='Logging level') -@click.option( - '--account', '-A', default='telos.gpu') -@click.option( - '--permission', '-P', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') def clean( loglevel: str, - account: str, - permission: str, - key: str | None, - node_url: str, ): - key, account, permission = load_account_info( - 'user', key, account, permission) + import trio + from leap.cleos import CLEOS - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) + config = load_skynet_ini() + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') logging.basicConfig(level=loglevel) cleos = CLEOS(None, None, url=node_url, remote=node_url) @@ -190,10 +168,10 @@ def clean( ) @skynet.command() -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') -def queue(node_url: str): - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) +def queue(): + import requests + config = load_skynet_ini() + node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -206,11 +184,11 @@ def queue(node_url: str): print(json.dumps(resp.json(), indent=4)) @skynet.command() -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') @click.argument('request-id') -def status(node_url: str, request_id: int): - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) +def status(request_id: int): + import requests + config = load_skynet_ini() + node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -223,26 +201,16 @@ def status(node_url: str, request_id: int): print(json.dumps(resp.json(), indent=4)) @skynet.command() -@click.option( - '--account', '-a', default='telegram') -@click.option( - '--permission', '-p', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') @click.argument('request-id') -def dequeue( - account: str, - permission: str, - key: str | None, - node_url: str, - request_id: int -): - key, account, permission = load_account_info( - 'user', key, account, permission) +def dequeue(request_id: int): + import trio + from leap.cleos import CLEOS - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) + config = load_skynet_ini() + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( @@ -261,29 +229,24 @@ def dequeue( @skynet.command() -@click.option( - '--account', '-a', default='telos.gpu') -@click.option( - '--permission', '-p', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') @click.option( '--token-contract', '-c', default='eosio.token') @click.option( '--token-symbol', '-S', default='4,GPU') def config( - account: str, - permission: str, - key: str | None, - node_url: str, token_contract: str, token_symbol: str ): - key, account, permission = load_account_info( - 'user', key, account, permission) - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) + import trio + from leap.cleos import CLEOS + + config = load_skynet_ini() + + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') + cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( partial( @@ -301,26 +264,18 @@ def config( @skynet.command() -@click.option( - '--account', '-a', default='telegram') -@click.option( - '--permission', '-p', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--node-url', '-n', default='https://skynet.ancap.tech') @click.argument('quantity') -def deposit( - account: str, - permission: str, - key: str | None, - node_url: str, - quantity: str -): - key, account, permission = load_account_info( - 'user', key, account, permission) +def deposit(quantity: str): + import trio + from leap.cleos import CLEOS - node_url, _, _, _ = load_endpoint_info('user', node_url=node_url) + config = load_skynet_ini() + + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') + cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( partial( @@ -345,6 +300,8 @@ def run(*args, **kwargs): @run.command() def db(): + from .db import open_new_database + logging.basicConfig(level=logging.INFO) with open_new_database(cleanup=False) as db_params: container, passwd, host = db_params @@ -352,6 +309,8 @@ def db(): @run.command() def nodeos(): + from .nodeos import open_nodeos + logging.basicConfig(filename='skynet-nodeos.log', level=logging.INFO) with open_nodeos(cleanup=False): ... @@ -364,6 +323,7 @@ def dgpu( loglevel: str, config_path: str ): + import trio from .dgpu import open_dgpu_node logging.basicConfig(level=loglevel) @@ -377,20 +337,6 @@ def dgpu( @run.command() @click.option('--loglevel', '-l', default='INFO', help='logging level') -@click.option( - '--account', '-a', default='telegram') -@click.option( - '--permission', '-p', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--hyperion-url', '-y', default=f'https://testnet.{DEFAULT_DOMAIN}') -@click.option( - '--node-url', '-n', default=f'https://testnet.{DEFAULT_DOMAIN}') -@click.option( - '--ipfs-url', '-i', default=DEFAULT_IPFS_LOCAL) -@click.option( - '--ipfs-gateway-url', '-I', default=None) @click.option( '--db-host', '-h', default='localhost:5432') @click.option( @@ -399,26 +345,26 @@ def dgpu( '--db-pass', '-u', default='password') def telegram( loglevel: str, - account: str, - permission: str, - key: str | None, - hyperion_url: str, - ipfs_url: str, - ipfs_gateway_url: str, - node_url: str, db_host: str, db_user: str, db_pass: str ): + import asyncio + from .frontend.telegram import SkynetTelegramFrontend + logging.basicConfig(level=loglevel) - _, _, tg_token, _ = init_env_from_config() + config = load_skynet_ini() + tg_token = load_key(config, 'skynet.telegram', 'tg_token') - key, account, permission = load_account_info( - 'telegram', key, account, permission) + key = load_key(config, 'skynet.user', 'key') + account = load_key(config, 'skynet.user', 'account') + permission = load_key(config, 'skynet.user', 'permission') + node_url = load_key(config, 'skynet.user', 'node_url') + hyperion_url = load_key(config, 'skynet.telegram', 'hyperion_url') - node_url, _, ipfs_gateway_url, ipfs_url = load_endpoint_info( - 'telegram', node_url=node_url, ipfs_gateway_url=ipfs_gateway_url) + ipfs_gateway_url = load_key(config, 'skynet.telegram', 'ipfs_gateway_url') + ipfs_url = load_key(config, 'skynet.telegram', 'ipfs_url') async def _async_main(): frontend = SkynetTelegramFrontend( @@ -442,20 +388,6 @@ def telegram( @run.command() @click.option('--loglevel', '-l', default='INFO', help='logging level') -@click.option( - '--account', '-a', default='discord') -@click.option( - '--permission', '-p', default='active') -@click.option( - '--key', '-k', default=None) -@click.option( - '--hyperion-url', '-y', default=f'https://testnet.{DEFAULT_DOMAIN}') -@click.option( - '--node-url', '-n', default=f'https://testnet.{DEFAULT_DOMAIN}') -@click.option( - '--ipfs-url', '-i', default=DEFAULT_IPFS_LOCAL) -@click.option( - '--ipfs-gateway-url', '-I', default=DEFAULT_IPFS_REMOTE) @click.option( '--db-host', '-h', default='localhost:5432') @click.option( @@ -464,26 +396,26 @@ def telegram( '--db-pass', '-u', default='password') def discord( loglevel: str, - account: str, - permission: str, - key: str | None, - hyperion_url: str, - ipfs_url: str, - ipfs_gateway_url: str, - node_url: str, db_host: str, db_user: str, db_pass: str ): + import asyncio + from .frontend.discord import SkynetDiscordFrontend + logging.basicConfig(level=loglevel) - _, _, _, dc_token = init_env_from_config() + config = load_skynet_ini() + dc_token = load_key(config, 'skynet.discord', 'dc_token') - key, account, permission = load_account_info( - 'discord', key, account, permission) + key = load_key(config, 'skynet.discord', 'key') + account = load_key(config, 'skynet.discord', 'account') + permission = load_key(config, 'skynet.discord', 'permission') + node_url = load_key(config, 'skynet.discord', 'node_url') + hyperion_url = load_key(config, 'skynet.discord', 'hyperion_url') - node_url, _, ipfs_gateway_url, ipfs_url = load_endpoint_info( - 'discord', node_url=node_url, ipfs_gateway_url=ipfs_gateway_url) + ipfs_gateway_url = load_key(config, 'skynet.discord', 'ipfs_gateway_url') + ipfs_url = load_key(config, 'skynet.discord', 'ipfs_url') async def _async_main(): frontend = SkynetDiscordFrontend( @@ -507,24 +439,28 @@ def discord( @run.command() @click.option('--loglevel', '-l', default='INFO', help='logging level') @click.option('--name', '-n', default='skynet-ipfs', help='container name') -def ipfs(loglevel, name): +@click.option('--peer', '-p', default=(), help='connect to peer', multiple=True, type=str) +def ipfs(loglevel, name, peer): from skynet.ipfs.docker import open_ipfs_node logging.basicConfig(level=loglevel) - with open_ipfs_node(name=name): + with open_ipfs_node(name=name, peers=peer): ... @run.command() @click.option('--loglevel', '-l', default='INFO', help='logging level') -@click.option( - '--ipfs-rpc', '-i', default='http://127.0.0.1:5001') -@click.option( - '--hyperion-url', '-y', default='http://127.0.0.1:42001') -def pinner(loglevel, ipfs_rpc, hyperion_url): +def pinner(loglevel): + import trio + from leap.hyperion import HyperionAPI + from .ipfs import AsyncIPFSHTTP from .ipfs.pinner import SkynetPinner + config = load_skynet_ini() + hyperion_url = load_key(config, 'skynet.pinner', 'hyperion_url') + ipfs_url = load_key(config, 'skynet.pinner', 'ipfs_url') + logging.basicConfig(level=loglevel) - ipfs_node = AsyncIPFSHTTP(ipfs_rpc) + ipfs_node = AsyncIPFSHTTP(ipfs_url) hyperion = HyperionAPI(hyperion_url) pinner = SkynetPinner(hyperion, ipfs_node) diff --git a/skynet/config.py b/skynet/config.py index a3c6769..26669ae 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -1,117 +1,30 @@ #!/usr/bin/python -import os -import json - -from pathlib import Path from configparser import ConfigParser -from re import sub from .constants import DEFAULT_CONFIG_PATH +class ConfigParsingError(BaseException): + ... + + def load_skynet_ini( file_path=DEFAULT_CONFIG_PATH -): +) -> ConfigParser: config = ConfigParser() config.read(file_path) return config -def init_env_from_config( - hf_token: str | None = None, - hf_home: str | None = None, - tg_token: str | None = None, - dc_token: str | None = None, - file_path=DEFAULT_CONFIG_PATH -): - config = load_skynet_ini(file_path=file_path) +def load_key(config: ConfigParser, section: str, key: str) -> str: + if section not in config: + conf_sections = [s for s in config] + raise ConfigParsingError(f'section \"{section}\" not in {conf_sections}') - if 'HF_TOKEN' in os.environ: - hf_token = os.environ['HF_TOKEN'] + if key not in config[section]: + conf_keys = [k for k in config[section]] + raise ConfigParsingError(f'key \"{key}\" not in {conf_keys}') - elif 'skynet.dgpu' in config: - sub_config = config['skynet.dgpu'] - if 'hf_token' in sub_config: - hf_token = sub_config['hf_token'] - os.environ['HF_TOKEN'] = hf_token - - if 'HF_HOME' in os.environ: - hf_home = os.environ['HF_HOME'] - - elif 'skynet.dgpu' in config: - sub_config = config['skynet.dgpu'] - if 'hf_home' in sub_config: - hf_home = sub_config['hf_home'] - os.environ['HF_HOME'] = hf_home - - if 'TG_TOKEN' in os.environ: - tg_token = os.environ['TG_TOKEN'] - elif 'skynet.telegram' in config: - sub_config = config['skynet.telegram'] - if 'token' in sub_config: - tg_token = sub_config['token'] - - if 'DC_TOKEN' in os.environ: - dc_token = os.environ['DC_TOKEN'] - elif 'skynet.discord' in config: - sub_config = config['skynet.discord'] - if 'token' in sub_config: - dc_token = sub_config['token'] - - return hf_home, hf_token, tg_token, dc_token - - -def load_account_info( - _type: str, - key: str | None = None, - account: str | None = None, - permission: str | None = None, - file_path=DEFAULT_CONFIG_PATH -): - config = load_skynet_ini(file_path=file_path) - - type_key = f'skynet.{_type}' - - if type_key in config: - sub_config = config[type_key] - if not key and 'key' in sub_config: - key = sub_config['key'] - - if not account and 'account' in sub_config: - account = sub_config['account'] - - if not permission and 'permission' in sub_config: - permission = sub_config['permission'] - - return key, account, permission - - -def load_endpoint_info( - _type: str, - node_url: str | None = None, - hyperion_url: str | None = None, - ipfs_url: str | None = None, - ipfs_gateway_url: str | None = None, - file_path=DEFAULT_CONFIG_PATH -): - config = load_skynet_ini(file_path=file_path) - - type_key = f'skynet.{_type}' - - if type_key in config: - sub_config = config[type_key] - if not node_url and 'node_url' in sub_config: - node_url = sub_config['node_url'] - - if not hyperion_url and 'hyperion_url' in sub_config: - hyperion_url = sub_config['hyperion_url'] - - if not ipfs_url and 'ipfs_url' in sub_config: - ipfs_url = sub_config['ipfs_url'] - - if not ipfs_gateway_url and 'ipfs_gateway_url' in sub_config: - ipfs_gateway_url = sub_config['ipfs_gateway_url'] - - return node_url, hyperion_url, ipfs_gateway_url, ipfs_url + return str(config[section][key]) diff --git a/skynet/constants.py b/skynet/constants.py index b3ccbcb..8b76ed0 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -5,18 +5,18 @@ VERSION = '0.1a11' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' MODELS = { - 'prompthero/openjourney': { 'short': 'midj'}, - 'runwayml/stable-diffusion-v1-5': { 'short': 'stable'}, - 'stabilityai/stable-diffusion-2-1-base': { 'short': 'stable2'}, - 'snowkidy/stable-diffusion-xl-base-0.9': { 'short': 'stablexl0.9'}, - 'stabilityai/stable-diffusion-xl-base-1.0': { 'short': 'stablexl'}, - 'Linaqruf/anything-v3.0': { 'short': 'hdanime'}, - 'hakurei/waifu-diffusion': { 'short': 'waifu'}, - 'nitrosocke/Ghibli-Diffusion': { 'short': 'ghibli'}, - 'dallinmackay/Van-Gogh-diffusion': { 'short': 'van-gogh'}, - 'lambdalabs/sd-pokemon-diffusers': { 'short': 'pokemon'}, - 'Envvi/Inkpunk-Diffusion': { 'short': 'ink'}, - 'nousr/robo-diffusion': { 'short': 'robot'} + 'prompthero/openjourney': {'short': 'midj', 'mem': 8}, + 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 8}, + 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 8}, + 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 24}, + 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 24}, + 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 8}, + 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 8}, + 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 8}, + 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 8}, + 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 8}, + 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 8}, + 'nousr/robo-diffusion': {'short': 'robot', 'mem': 8} } SHORT_NAMES = [ @@ -165,8 +165,7 @@ DEFAULT_UPSCALER = None DEFAULT_CONFIG_PATH = 'skynet.ini' DEFAULT_INITAL_MODELS = [ - 'prompthero/openjourney', - 'runwayml/stable-diffusion-v1-5' + 'stabilityai/stable-diffusion-xl-base-1.0' ] DATE_FORMAT = '%B the %dth %Y, %H:%M:%S' @@ -189,3 +188,5 @@ DEFAULT_IPFS_LOCAL = 'http://127.0.0.1:5001' TG_MAX_WIDTH = 1280 TG_MAX_HEIGHT = 1280 + +DEFAULT_SINGLE_CARD_MAP = 'cuda:0' diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index ca34499..4b4d2ff 100644 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,7 +1,5 @@ #!/usr/bin/python -import trio - from skynet.dgpu.compute import SkynetMM from skynet.dgpu.daemon import SkynetDGPUDaemon from skynet.dgpu.network import SkynetGPUConnector @@ -11,6 +9,4 @@ async def open_dgpu_node(config: dict): conn = SkynetGPUConnector(config) mm = SkynetMM(config) - async with conn.open() as conn: - await (SkynetDGPUDaemon(mm, conn, config) - .serve_forever()) + await SkynetDGPUDaemon(mm, conn, config).serve_forever() diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 1447d79..c598b20 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -10,8 +10,6 @@ import logging import asks from PIL import Image -from contextlib import asynccontextmanager as acm - from leap.cleos import CLEOS from leap.sugar import Checksum256, Name, asset_from_str from skynet.constants import DEFAULT_DOMAIN @@ -26,7 +24,9 @@ async def failable(fn: partial, ret_fail=None): except ( asks.errors.RequestTimeout, - json.JSONDecodeError + asks.errors.BadHttpResponse, + json.JSONDecodeError, + OSError ): return ret_fail @@ -193,11 +193,11 @@ class SkynetGPUConnector: ) # IPFS helpers - async def publish_on_ipfs(self, raw_img: bytes): + Path('ipfs-staging').mkdir(exist_ok=True) logging.info('publish_on_ipfs') img = Image.open(io.BytesIO(raw_img)) - img.save('ipfs-docker-staging/image.png') + img.save('ipfs-staging/image.png') # check peer connections, reconnect to skynet gateway if not gateway_id = Path(self.ipfs_gateway_url).name @@ -205,7 +205,7 @@ class SkynetGPUConnector: if gateway_id not in [p['Peer'] for p in peers]: await self.ipfs_client.connect(self.ipfs_gateway_url) - file_info = await self.ipfs_client.add(Path('ipfs-docker-staging/image.png')) + file_info = await self.ipfs_client.add(Path('ipfs-staging/image.png')) file_cid = file_info['Hash'] await self.ipfs_client.pin(file_cid) diff --git a/skynet/ipfs/docker.py b/skynet/ipfs/docker.py index 96e4a05..7cdb3e9 100755 --- a/skynet/ipfs/docker.py +++ b/skynet/ipfs/docker.py @@ -1,6 +1,5 @@ #!/usr/bin/python -import os import sys import logging @@ -10,48 +9,14 @@ from contextlib import contextmanager as cm import docker from docker.types import Mount -from docker.models.containers import Container - - -class IPFSDocker: - - def __init__(self, container: Container): - self._container = container - - def add(self, file: str) -> str: - ec, out = self._container.exec_run( - ['ipfs', 'add', '-w', f'/export/{file}', '-Q']) - if ec != 0: - logging.error(out) - assert ec == 0 - - return out.decode().rstrip() - - def pin(self, ipfs_hash: str): - ec, _ = self._container.exec_run( - ['ipfs', 'pin', 'add', ipfs_hash]) - assert ec == 0 - - def connect(self, remote_node: str): - ec, out = self._container.exec_run( - ['ipfs', 'swarm', 'connect', remote_node]) - if ec != 0: - logging.error(out) - - assert ec == 0 - - def check_connect(self): - ec, out = self._container.exec_run( - ['ipfs', 'swarm', 'peers']) - if ec != 0: - logging.error(out) - assert ec == 0 - - return out.splitlines() @cm -def open_ipfs_node(name='skynet-ipfs', teardown=False): +def open_ipfs_node( + name: str = 'skynet-ipfs', + teardown: bool = False, + peers: list[str] = [] +): dclient = docker.from_env() container = None @@ -59,13 +24,9 @@ def open_ipfs_node(name='skynet-ipfs', teardown=False): container = dclient.containers.get(name) except docker.errors.NotFound: - staging_dir = Path().resolve() / 'ipfs-docker-staging' - staging_dir.mkdir(parents=True, exist_ok=True) - data_dir = Path().resolve() / 'ipfs-docker-data' data_dir.mkdir(parents=True, exist_ok=True) - export_target = '/export' data_target = '/data/ipfs' container = dclient.containers.run( @@ -77,19 +38,15 @@ def open_ipfs_node(name='skynet-ipfs', teardown=False): '5001/tcp': ('127.0.0.1', 5001) }, mounts=[ - Mount(export_target, str(staging_dir), 'bind'), Mount(data_target, str(data_dir), 'bind') ], detach=True, remove=True ) + uid, gid = 1000, 1000 + if sys.platform != 'win32': - uid = os.getuid() - gid = os.getgid() - ec, out = container.exec_run(['chown', f'{uid}:{gid}', '-R', export_target]) - logging.info(out) - assert ec == 0 ec, out = container.exec_run(['chown', f'{uid}:{gid}', '-R', data_target]) logging.info(out) assert ec == 0 @@ -100,7 +57,13 @@ def open_ipfs_node(name='skynet-ipfs', teardown=False): if 'Daemon is ready' in log: break - yield IPFSDocker(container) + for peer in peers: + ec, out = container.exec_run( + ['ipfs', 'swarm', 'connect', peer]) + if ec != 0: + logging.error(out) + + yield if teardown and container: container.stop() diff --git a/skynet/nodeos.py b/skynet/nodeos.py index 01524e8..10fb76d 100644 --- a/skynet/nodeos.py +++ b/skynet/nodeos.py @@ -4,44 +4,12 @@ import json import time import logging -from datetime import datetime from contextlib import contextmanager as cm import docker -from pytz import timezone -from leap.cleos import CLEOS, default_nodeos_image -from leap.sugar import get_container, Symbol, random_string - - -@cm -def open_cleos( - node_url: str, - key: str | None -): - vtestnet = None - try: - dclient = docker.from_env() - vtestnet = get_container( - dclient, - default_nodeos_image(), - name=f'skynet-wallet-{random_string(size=8)}', - force_unique=True, - detach=True, - network='host', - remove=True) - - cleos = CLEOS(dclient, vtestnet, url=node_url, remote=node_url) - - if key: - cleos.setup_wallet(key) - - yield cleos - - finally: - if vtestnet: - vtestnet.stop() - +from leap.cleos import CLEOS +from leap.sugar import get_container, Symbol @cm diff --git a/skynet/utils.py b/skynet/utils.py index 2ec7a6c..54cfa1b 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -1,12 +1,14 @@ #!/usr/bin/python import io +import logging import os import time import random from typing import Optional from pathlib import Path +import asks import torch import numpy as np @@ -23,6 +25,8 @@ from diffusers import ( ) from realesrgan import RealESRGANer from huggingface_hub import login +from torch.distributions import weibull +import trio from .constants import MODELS @@ -74,16 +78,25 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio torch.backends.cudnn.benchmark = False torch.use_deterministic_algorithms(True) + model_info = MODELS[model] + + req_mem = model_info['mem'] + mem_gb = torch.cuda.mem_get_info()[1] / (10**9) + over_mem = mem_gb < req_mem + if over_mem: + logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..') + + shortname = model_info['short'] + params = { 'torch_dtype': torch.float16, 'safety_checker': None } - if model == 'runwayml/stable-diffusion-v1-5': + if shortname == 'stable': params['revision'] = 'fp16' - if (model == 'stabilityai/stable-diffusion-xl-base-1.0' or - model == 'snowkidy/stable-diffusion-xl-base-0.9'): + if 'xl' in shortname: if image: pipe_class = StableDiffusionXLImg2ImgPipeline else: @@ -100,10 +113,16 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( pipe.scheduler.config) - if not image: - pipe.enable_vae_slicing() + if over_mem: + if not image: + pipe.enable_vae_slicing() + pipe.enable_vae_tiling() - return pipe.to('cuda') + pipe.enable_model_cpu_offload() + + pipe.enable_xformers_memory_efficient_attention() + + return pipe def txt2img( @@ -209,14 +228,25 @@ def upscale( convert_from_image_to_cv2(input_img), outscale=4) image = convert_from_cv2_to_image(up_img) - - image.save(output) +async def download_upscaler(): + print('downloading upscaler...') + weights_path = Path('weights') + weights_path.mkdir(exist_ok=True) + upscaler_url = 'https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth' + save_path = weights_path / 'RealESRGAN_x4plus.pth' + response = await asks.get(upscaler_url) + with open(save_path, 'wb') as f: + f.write(response.content) + print('done') + def download_all_models(hf_token: str): assert torch.cuda.is_available() + trio.run(download_upscaler) + login(token=hf_token) for model in MODELS: print(f'DOWNLOADING {model.upper()}') From 24fae4c451625f729fea226159ca5c941a468fd8 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 3 Oct 2023 12:59:57 -0300 Subject: [PATCH 03/43] Bump version number --- pyproject.toml | 2 +- skynet/constants.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index dd15992..37c198b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = 'skynet' -version = '0.1a11' +version = '0.1a12' description = 'Decentralized compute platform' authors = ['Guillermo Rodriguez '] license = 'AGPL' diff --git a/skynet/constants.py b/skynet/constants.py index 8b76ed0..d2413cb 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -1,6 +1,6 @@ #!/usr/bin/python -VERSION = '0.1a11' +VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' From 537670d1f325ea56862306a2f44169adf77d75a9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 3 Oct 2023 13:11:18 -0300 Subject: [PATCH 04/43] Fix mini bug on docker entry point --- docker/entrypoint.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh index 48687a6..788341a 100755 --- a/docker/entrypoint.sh +++ b/docker/entrypoint.sh @@ -3,4 +3,4 @@ export VIRTUAL_ENV='/skynet/.venv' poetry env use $VIRTUAL_ENV/bin/python -exec "$@" +exec poetry run "$@" From 08854562efbd663a05db97fc22747b6fc88c0cd4 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 3 Oct 2023 13:37:44 -0300 Subject: [PATCH 05/43] woops make xformers part of optional cuda group --- pyproject.toml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 37c198b..1d5ba59 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,7 +14,6 @@ asks = '^3.0.0' Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} -xformers = "^0.0.22" [tool.poetry.group.frontend] optional = true @@ -42,6 +41,7 @@ scipy = {version = '^1.11.2'} numba = {version = '0.57.0'} triton = {version = '2.0.0', source = 'torch'} basicsr = {version = '^1.4.2'} +xformers = {version = "^0.0.22"} diffusers = {version = '^0.21.2'} realesrgan = {version = '^0.3.0'} torchvision = {version = '0.15.2+cu118', source = 'torch'} @@ -49,7 +49,6 @@ accelerate = {version = '^0.23.0'} transformers = {version = '^4.33.2'} huggingface-hub = {version = '^0.17.3'} invisible-watermark = {version = '^0.2.0'} -# xformers = {git = 'https://github.com/facebookresearch/xformers.git', rev = 'v0.0.21'} [[tool.poetry.source]] name = 'torch' From d7ccbe7023381223f029568a9795a6de377cbd38 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 3 Oct 2023 15:42:07 -0300 Subject: [PATCH 06/43] Add --name to docker worker launch command --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 01172c2..02bb812 100644 --- a/README.md +++ b/README.md @@ -56,6 +56,7 @@ docker run \ --rm \ --gpus all \ --network host \ + --name skynet-worker \ --mount type=bind,source="$(pwd)",target=/root/target \ guilledk/skynet:runtime-cuda \ skynet run dgpu From 47d9f59dbe971b36eac87a8b26e3e56f73c4cdf4 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 14:15:21 -0300 Subject: [PATCH 07/43] Start setting HF env vars from config --- skynet/cli.py | 9 +++++++++ skynet/config.py | 6 ++++++ 2 files changed, 15 insertions(+) diff --git a/skynet/cli.py b/skynet/cli.py index d8bf166..d391af2 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -34,6 +34,8 @@ def txt2img(*args, **kwargs): config = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') + hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + set_hf_vars(hf_token, hf_home) utils.txt2img(hf_token, **kwargs) @click.command() @@ -50,6 +52,8 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils config = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') + hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + set_hf_vars(hf_token, hf_home) utils.img2img( hf_token, model=model, @@ -79,6 +83,8 @@ def download(): from . import utils config = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') + hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + set_hf_vars(hf_token, hf_home) utils.download_all_models(hf_token) @skynet.command() @@ -329,6 +335,9 @@ def dgpu( logging.basicConfig(level=loglevel) config = load_skynet_ini(file_path=config_path) + hf_token = load_key(config, 'skynet.dgpu', 'hf_token') + hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + set_hf_vars(hf_token, hf_home) assert 'skynet.dgpu' in config diff --git a/skynet/config.py b/skynet/config.py index 26669ae..83ec62f 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -1,5 +1,7 @@ #!/usr/bin/python +import os + from configparser import ConfigParser from .constants import DEFAULT_CONFIG_PATH @@ -28,3 +30,7 @@ def load_key(config: ConfigParser, section: str, key: str) -> str: raise ConfigParsingError(f'key \"{key}\" not in {conf_keys}') return str(config[section][key]) + +def set_hf_vars(hf_token: str, hf_home: str): + os.environ['HF_TOKEN'] = hf_token + os.environ['HF_HOME'] = hf_home From 01c78b5d20cb8fe2cab73fbd37944be3f443f5f3 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 15:07:42 -0300 Subject: [PATCH 08/43] Make gpu work cancellable using trio threading apis!, also make docker always reinstall package for easier development --- docker/entrypoint.sh | 2 ++ skynet/dgpu/compute.py | 14 +++++++++++++- skynet/dgpu/daemon.py | 22 +++++++++++++++++++--- 3 files changed, 34 insertions(+), 4 deletions(-) diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh index 788341a..80cc2ce 100755 --- a/docker/entrypoint.sh +++ b/docker/entrypoint.sh @@ -3,4 +3,6 @@ export VIRTUAL_ENV='/skynet/.venv' poetry env use $VIRTUAL_ENV/bin/python +poetry install + exec poetry run "$@" diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 069af47..9620c00 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -3,12 +3,15 @@ # Skynet Memory Manager import gc -from hashlib import sha256 import json import logging + +from hashlib import sha256 from diffusers import DiffusionPipeline +import trio import torch + from skynet.constants import DEFAULT_INITAL_MODELS, MODELS from skynet.dgpu.errors import DGPUComputeError @@ -122,10 +125,17 @@ class SkynetMM: def compute_one( self, + should_cancel_work, method: str, params: dict, binary: bytes | None = None ): + def callback_fn(step: int, timestep: int, latents: torch.FloatTensor): + should_raise = trio.from_thread.run(should_cancel_work) + if should_raise: + logging.warn(f'cancelling work at step {step}') + raise DGPUComputeError('Inference cancelled') + try: match method: case 'diffuse': @@ -140,6 +150,8 @@ class SkynetMM: guidance_scale=guidance, num_inference_steps=step, generator=seed, + callback=callback_fn, + callback_steps=1, **extra_params ).images[0] diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index bd0f1f9..ce3eee1 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -5,6 +5,7 @@ import logging import traceback from hashlib import sha256 +from functools import partial import trio @@ -26,6 +27,16 @@ class SkynetDGPUDaemon: config['auto_withdraw'] if 'auto_withdraw' in config else False ) + self.non_compete = set(('testworker2', 'animus2.boid', 'animus1.boid')) + self.current_request = None + + async def should_cancel_work(self): + competitors = set(( + status['worker'] + for status in + (await self.conn.get_status_by_request_id(self.current_request)) + )) + return self.non_compete & competitors async def serve_forever(self): try: @@ -43,7 +54,7 @@ class SkynetDGPUDaemon: statuses = await self.conn.get_status_by_request_id(rid) if len(statuses) == 0: - + self.current_request = rid # parse request body = json.loads(req['body']) @@ -70,8 +81,13 @@ class SkynetDGPUDaemon: else: try: - img_sha, img_raw = self.mm.compute_one( - body['method'], body['params'], binary=binary) + img_sha, img_raw = await trio.to_thread.run_sync( + partial( + self.mm.compute_one, + self.should_cancel_work, + body['method'], body['params'], binary=binary + ) + ) ipfs_hash = await self.conn.publish_on_ipfs(img_raw) From c6e58c36d8b9df058e49cc52e4c51e9772f83ca0 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 15:44:43 -0300 Subject: [PATCH 09/43] Make non compete list come from a file named .non-compete --- .gitignore | 3 ++- skynet/cli.py | 33 ++++++++++++++++++--------------- skynet/config.py | 11 ++++++++++- skynet/dgpu/daemon.py | 2 +- 4 files changed, 31 insertions(+), 18 deletions(-) diff --git a/.gitignore b/.gitignore index 4a75d24..0051deb 100644 --- a/.gitignore +++ b/.gitignore @@ -9,5 +9,6 @@ secrets **/*.cert docs ipfs-docker-data -ipfs-docker-staging +ipfs-staging weights +.non-compete diff --git a/skynet/cli.py b/skynet/cli.py index d391af2..65ca5cb 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -32,7 +32,7 @@ def skynet(*args, **kwargs): def txt2img(*args, **kwargs): from . import utils - config = load_skynet_ini() + config, _ = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -50,7 +50,7 @@ def txt2img(*args, **kwargs): @click.option('--seed', '-S', default=None) def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils - config = load_skynet_ini() + config, _ = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -81,7 +81,7 @@ def upscale(input, output, model): @skynet.command() def download(): from . import utils - config = load_skynet_ini() + config, _ = load_skynet_ini() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -110,7 +110,7 @@ def enqueue( import trio from leap.cleos import CLEOS - config = load_skynet_ini() + config, _ = load_skynet_ini() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -155,7 +155,7 @@ def clean( import trio from leap.cleos import CLEOS - config = load_skynet_ini() + config, _ = load_skynet_ini() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') permission = load_key(config, 'skynet.user', 'permission') @@ -176,7 +176,7 @@ def clean( @skynet.command() def queue(): import requests - config = load_skynet_ini() + config, _ = load_skynet_ini() node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', @@ -193,7 +193,7 @@ def queue(): @click.argument('request-id') def status(request_id: int): import requests - config = load_skynet_ini() + config, _ = load_skynet_ini() node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', @@ -212,7 +212,7 @@ def dequeue(request_id: int): import trio from leap.cleos import CLEOS - config = load_skynet_ini() + config, _ = load_skynet_ini() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') permission = load_key(config, 'skynet.user', 'permission') @@ -246,7 +246,7 @@ def config( import trio from leap.cleos import CLEOS - config = load_skynet_ini() + config, _ = load_skynet_ini() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -275,7 +275,7 @@ def deposit(quantity: str): import trio from leap.cleos import CLEOS - config = load_skynet_ini() + config, _ = load_skynet_ini() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -334,14 +334,17 @@ def dgpu( logging.basicConfig(level=loglevel) - config = load_skynet_ini(file_path=config_path) + config, non_compete = load_skynet_ini(file_path=config_path) hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) assert 'skynet.dgpu' in config - trio.run(open_dgpu_node, config['skynet.dgpu']) + config = dict(config['skynet.dgpu']) + config['non_compete'] = non_compete + + trio.run(open_dgpu_node, config) @run.command() @@ -363,7 +366,7 @@ def telegram( logging.basicConfig(level=loglevel) - config = load_skynet_ini() + config, _ = load_skynet_ini() tg_token = load_key(config, 'skynet.telegram', 'tg_token') key = load_key(config, 'skynet.user', 'key') @@ -414,7 +417,7 @@ def discord( logging.basicConfig(level=loglevel) - config = load_skynet_ini() + config, _ = load_skynet_ini() dc_token = load_key(config, 'skynet.discord', 'dc_token') key = load_key(config, 'skynet.discord', 'key') @@ -464,7 +467,7 @@ def pinner(loglevel): from .ipfs import AsyncIPFSHTTP from .ipfs.pinner import SkynetPinner - config = load_skynet_ini() + config, _ = load_skynet_ini() hyperion_url = load_key(config, 'skynet.pinner', 'hyperion_url') ipfs_url = load_key(config, 'skynet.pinner', 'ipfs_url') diff --git a/skynet/config.py b/skynet/config.py index 83ec62f..ad5a7e7 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -2,6 +2,7 @@ import os +from pathlib import Path from configparser import ConfigParser from .constants import DEFAULT_CONFIG_PATH @@ -17,7 +18,15 @@ def load_skynet_ini( config = ConfigParser() config.read(file_path) - return config + non_compete = [] + if Path('.non-compete').is_file(): + with open('.non-compete', 'r') as non_compete_file: + for line in non_compete_file.readlines(): + line = line.rstrip() + if line: + non_compete.append(line) + + return config, non_compete def load_key(config: ConfigParser, section: str, key: str) -> str: diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index ce3eee1..1c2f365 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -27,7 +27,7 @@ class SkynetDGPUDaemon: config['auto_withdraw'] if 'auto_withdraw' in config else False ) - self.non_compete = set(('testworker2', 'animus2.boid', 'animus1.boid')) + self.non_compete = set(config['non_compete']) self.current_request = None async def should_cancel_work(self): From 10044c6d127f883ef14487827c64318d3660bafd Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 15:58:00 -0300 Subject: [PATCH 10/43] Add new ipfs links to telegram bot --- skynet/frontend/telegram/__init__.py | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 57e4a02..c3af47a 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -237,9 +237,24 @@ class SkynetTelegramFrontend: user, params, tx_hash, worker, reward) # attempt to get the image and send it - ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}/image.png' - resp = await get_ipfs_file(ipfs_link) + results = {} + ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' + ipfs_link_legacy = ipfs_link + '/image.png' + async def get_and_set_results(link: str): + results[link] = await get_ipfs_file(link) + + tasks = [ + get_and_set_results(ipfs_link), + get_and_set_results(ipfs_link_legacy) + ] + await asyncio.gather(*tasks) + + resp = results[ipfs_link_legacy] + if not resp or resp.status_code != 200: + logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link_legacy}!') + + resp = results[ipfs_link] if not resp or resp.status_code != 200: logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') await self.update_status_message( From de8c7595db886f72f67f55f0dd1620201733d969 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 16:05:19 -0300 Subject: [PATCH 11/43] Fix some wrong config load keys on telegram entrypoint --- skynet/cli.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 65ca5cb..146487e 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -369,10 +369,10 @@ def telegram( config, _ = load_skynet_ini() tg_token = load_key(config, 'skynet.telegram', 'tg_token') - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.telegram', 'key') + account = load_key(config, 'skynet.telegram', 'account') + permission = load_key(config, 'skynet.telegram', 'permission') + node_url = load_key(config, 'skynet.telegram', 'node_url') hyperion_url = load_key(config, 'skynet.telegram', 'hyperion_url') ipfs_gateway_url = load_key(config, 'skynet.telegram', 'ipfs_gateway_url') From a9b05b7ee7754b813edc49367f694c08fdb4526a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 16:07:56 -0300 Subject: [PATCH 12/43] Add try to make gateway conf optional on telegram client --- skynet/cli.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/skynet/cli.py b/skynet/cli.py index 146487e..55e1922 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -375,7 +375,12 @@ def telegram( node_url = load_key(config, 'skynet.telegram', 'node_url') hyperion_url = load_key(config, 'skynet.telegram', 'hyperion_url') - ipfs_gateway_url = load_key(config, 'skynet.telegram', 'ipfs_gateway_url') + try: + ipfs_gateway_url = load_key(config, 'skynet.telegram', 'ipfs_gateway_url') + + except ConfigParsingError: + ipfs_gateway_url = None + ipfs_url = load_key(config, 'skynet.telegram', 'ipfs_url') async def _async_main(): From 9fa5a01c3450824f13e0a21db4e51b92ace6e9e0 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 16:18:04 -0300 Subject: [PATCH 13/43] Fix image getting logic --- skynet/frontend/telegram/__init__.py | 67 +++++++++++++++++++--------- 1 file changed, 47 insertions(+), 20 deletions(-) diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index c3af47a..05b8763 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -5,7 +5,7 @@ import random import logging import asyncio -from PIL import Image +from PIL import Image, UnidentifiedImageError from json import JSONDecodeError from decimal import Decimal from hashlib import sha256 @@ -244,37 +244,64 @@ class SkynetTelegramFrontend: async def get_and_set_results(link: str): results[link] = await get_ipfs_file(link) + def get_image_from_resp(resp): + png_img = resp.raw + with Image.open(io.BytesIO(resp.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() + + return png_img + tasks = [ get_and_set_results(ipfs_link), get_and_set_results(ipfs_link_legacy) ] await asyncio.gather(*tasks) + png_img = None + resp = results[ipfs_link_legacy] if not resp or resp.status_code != 200: logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link_legacy}!') - resp = results[ipfs_link] - if not resp or resp.status_code != 200: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') - await self.update_status_message( - status_msg, - caption, - reply_markup=build_redo_menu(), - parse_mode='HTML' - ) - return True + else: + try: + png_img = get_image_from_resp(resp) - png_img = resp.raw - with Image.open(io.BytesIO(resp.raw)) as image: - w, h = image.size + except UnidentifiedImageError: + logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link_legacy}!') - 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() + if not png_img: + resp = results[ipfs_link] + if not resp or resp.status_code != 200: + logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') + await self.update_status_message( + status_msg, + caption, + reply_markup=build_redo_menu(), + parse_mode='HTML' + ) + return True + + else: + try: + png_img = get_image_from_resp(resp) + + except UnidentifiedImageError: + logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') + 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( From 93203ab533a07594f07161aa0777f197e94f3369 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 5 Oct 2023 23:20:45 -0300 Subject: [PATCH 14/43] Only check if should cancel inference every two steps, also pipe to cuda if cpu offloading is off --- skynet/dgpu/compute.py | 2 +- skynet/utils.py | 5 ++++- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 9620c00..a62fa27 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -151,7 +151,7 @@ class SkynetMM: num_inference_steps=step, generator=seed, callback=callback_fn, - callback_steps=1, + callback_steps=2, **extra_params ).images[0] diff --git a/skynet/utils.py b/skynet/utils.py index 54cfa1b..4de2b78 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -113,6 +113,8 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( pipe.scheduler.config) + pipe.enable_xformers_memory_efficient_attention() + if over_mem: if not image: pipe.enable_vae_slicing() @@ -120,7 +122,8 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio pipe.enable_model_cpu_offload() - pipe.enable_xformers_memory_efficient_attention() + else: + pipe = pipe.to('cuda') return pipe From 9ef2442123255cffe0f6a5644fa2090956160966 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 6 Oct 2023 10:24:44 -0300 Subject: [PATCH 15/43] Switch config to toml --- README.md | 20 +++++++++++++++-- poetry.lock | 13 ++++++++++- pyproject.toml | 1 + skynet.ini.example | 51 ------------------------------------------ skynet.toml.example | 46 +++++++++++++++++++++++++++++++++++++ skynet/cli.py | 42 +++++++++++++++++----------------- skynet/config.py | 37 +++++++++++------------------- skynet/constants.py | 2 +- skynet/dgpu/compute.py | 11 +++++++-- skynet/utils.py | 12 ++++++++-- 10 files changed, 130 insertions(+), 105 deletions(-) delete mode 100644 skynet.ini.example create mode 100644 skynet.toml.example diff --git a/README.md b/README.md index 02bb812..a16c814 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ system dependencies: ``` # create and edit config from template -cp skynet.ini.example skynet.ini +cp skynet.toml.example skynet.toml # install poetry package manager curl -sSL https://install.python-poetry.org | python3 - @@ -41,6 +41,9 @@ system dependencies: - `docker` with gpu enabled ``` +# create and edit config from template +cp skynet.toml.example skynet.toml + # pull runtime container docker pull guilledk/skynet:runtime-cuda @@ -50,14 +53,27 @@ docker pull guilledk/skynet:runtime-cuda # launch simple ipfs node ./launch_ipfs.sh -# run worker +# run worker with all gpus docker run \ -it \ --rm \ + --env HF_HOME=hf_home \ --gpus all \ --network host \ --name skynet-worker \ --mount type=bind,source="$(pwd)",target=/root/target \ guilledk/skynet:runtime-cuda \ skynet run dgpu + +# run worker with specific gpu +docker run \ + -it \ + --rm \ + --env HF_HOME=hf_home \ + --gpus '"device=1"' \ + --network host \ + --name skynet-worker-1 \ + --mount type=bind,source="$(pwd)",target=/root/target \ + guilledk/skynet:runtime-cuda \ + skynet run dgpu ``` diff --git a/poetry.lock b/poetry.lock index f553c0b..3959dc5 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3068,6 +3068,17 @@ dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"] testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] +[[package]] +name = "toml" +version = "0.10.2" +description = "Python Library for Tom's Obvious, Minimal Language" +optional = false +python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" +files = [ + {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"}, + {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, +] + [[package]] name = "tomli" version = "2.0.1" @@ -3632,4 +3643,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "7a7556c8dd771303bd03afb008f678a175b97e1c07bba5ffaa7ae3cdad5b84f9" +content-hash = "787c1bb602457589bdfeb6252fbc725abb038234dd7576060b61dc10dc9c4035" diff --git a/pyproject.toml b/pyproject.toml index 1d5ba59..faa67e2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,6 +14,7 @@ asks = '^3.0.0' Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} +toml = "^0.10.2" [tool.poetry.group.frontend] optional = true diff --git a/skynet.ini.example b/skynet.ini.example deleted file mode 100644 index 34e3d13..0000000 --- a/skynet.ini.example +++ /dev/null @@ -1,51 +0,0 @@ -# config sections are optional, depending on which services -# you wish to run - -[skynet.dgpu] -account = testworkerX -permission = active -key = 5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx - -node_url = https://testnet.skygpu.net -hyperion_url = https://testnet.skygpu.net -ipfs_gateway_url = /ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv -ipfs_url = http://127.0.0.1:5001 - -hf_home = hf_home -hf_token = hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx - -auto_withdraw = True - -[skynet.telegram] -account = telegram -permission = active -key = 5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx - -node_url = https://testnet.skygpu.net -hyperion_url = https://testnet.skygpu.net -ipfs_gateway_url = /ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv -ipfs_url = http://127.0.0.1:5001 - -token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx - -[skynet.discord] -account = discord -permission = active -key = 5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx - -node_url = https://testnet.skygpu.net -hyperion_url = https://testnet.skygpu.net -ipfs_gateway_url = /ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv -ipfs_url = http://127.0.0.1:5001 - -token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx - -[skynet.pinner] -hyperion_url = https://testnet.skygpu.net -ipfs_url = http://127.0.0.1:5001 - -[skynet.user] -account = testuser -permission = active -key = 5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx -node_url = https://testnet.skygpu.net diff --git a/skynet.toml.example b/skynet.toml.example new file mode 100644 index 0000000..fa86fb0 --- /dev/null +++ b/skynet.toml.example @@ -0,0 +1,46 @@ +# config sections are optional, depending on which services +# you wish to run + +[skynet.dgpu] +account = 'testworkerX' +permission = 'active' +key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' +node_url = 'https://testnet.skygpu.net' +hyperion_url = 'https://testnet.skygpu.net' +ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' +ipfs_url = 'http://127.0.0.1:5001' +hf_home = 'hf_home' +hf_token = 'hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx' +auto_withdraw = true +non_compete = [] + +[skynet.telegram] +account = 'telegram' +permission = 'active' +key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' +node_url = 'https://testnet.skygpu.net' +hyperion_url = 'https://testnet.skygpu.net' +ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' +ipfs_url = 'http://127.0.0.1:5001' +token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' + +[skynet.discord] +account = 'discord' +permission = 'active' +key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' +node_url = 'https://testnet.skygpu.net' +hyperion_url = 'https://testnet.skygpu.net' +ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' +ipfs_url = 'http://127.0.0.1:5001' +token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' + +[skynet.pinner] +hyperion_url = 'https://testnet.skygpu.net' +ipfs_url = 'http://127.0.0.1:5001' + +[skynet.user] +account = 'testuser' +permission = 'active' +key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' +node_url = 'https://testnet.skygpu.net' + diff --git a/skynet/cli.py b/skynet/cli.py index 55e1922..ae56adb 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -32,7 +32,7 @@ def skynet(*args, **kwargs): def txt2img(*args, **kwargs): from . import utils - config, _ = load_skynet_ini() + config = load_skynet_toml() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -50,7 +50,7 @@ def txt2img(*args, **kwargs): @click.option('--seed', '-S', default=None) def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils - config, _ = load_skynet_ini() + config = load_skynet_toml() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -81,7 +81,7 @@ def upscale(input, output, model): @skynet.command() def download(): from . import utils - config, _ = load_skynet_ini() + config = load_skynet_toml() hf_token = load_key(config, 'skynet.dgpu', 'hf_token') hf_home = load_key(config, 'skynet.dgpu', 'hf_home') set_hf_vars(hf_token, hf_home) @@ -110,7 +110,7 @@ def enqueue( import trio from leap.cleos import CLEOS - config, _ = load_skynet_ini() + config = load_skynet_toml() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -155,7 +155,7 @@ def clean( import trio from leap.cleos import CLEOS - config, _ = load_skynet_ini() + config = load_skynet_toml() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') permission = load_key(config, 'skynet.user', 'permission') @@ -176,7 +176,7 @@ def clean( @skynet.command() def queue(): import requests - config, _ = load_skynet_ini() + config = load_skynet_toml() node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', @@ -193,7 +193,7 @@ def queue(): @click.argument('request-id') def status(request_id: int): import requests - config, _ = load_skynet_ini() + config = load_skynet_toml() node_url = load_key(config, 'skynet.user', 'node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', @@ -212,7 +212,7 @@ def dequeue(request_id: int): import trio from leap.cleos import CLEOS - config, _ = load_skynet_ini() + config = load_skynet_toml() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') permission = load_key(config, 'skynet.user', 'permission') @@ -246,7 +246,7 @@ def config( import trio from leap.cleos import CLEOS - config, _ = load_skynet_ini() + config = load_skynet_toml() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -275,7 +275,7 @@ def deposit(quantity: str): import trio from leap.cleos import CLEOS - config, _ = load_skynet_ini() + config = load_skynet_toml() key = load_key(config, 'skynet.user', 'key') account = load_key(config, 'skynet.user', 'account') @@ -324,7 +324,7 @@ def nodeos(): @run.command() @click.option('--loglevel', '-l', default='INFO', help='Logging level') @click.option( - '--config-path', '-c', default='skynet.ini') + '--config-path', '-c', default=DEFAULT_CONFIG_PATH) def dgpu( loglevel: str, config_path: str @@ -334,17 +334,15 @@ def dgpu( logging.basicConfig(level=loglevel) - config, non_compete = load_skynet_ini(file_path=config_path) - hf_token = load_key(config, 'skynet.dgpu', 'hf_token') - hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + config = load_skynet_toml(file_path=config_path) + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) - assert 'skynet.dgpu' in config + assert 'skynet' in config + assert 'dgpu' in config['skynet'] - config = dict(config['skynet.dgpu']) - config['non_compete'] = non_compete - - trio.run(open_dgpu_node, config) + trio.run(open_dgpu_node, config['skynet']['dgpu']) @run.command() @@ -366,7 +364,7 @@ def telegram( logging.basicConfig(level=loglevel) - config, _ = load_skynet_ini() + config = load_skynet_toml() tg_token = load_key(config, 'skynet.telegram', 'tg_token') key = load_key(config, 'skynet.telegram', 'key') @@ -422,7 +420,7 @@ def discord( logging.basicConfig(level=loglevel) - config, _ = load_skynet_ini() + config = load_skynet_toml() dc_token = load_key(config, 'skynet.discord', 'dc_token') key = load_key(config, 'skynet.discord', 'key') @@ -472,7 +470,7 @@ def pinner(loglevel): from .ipfs import AsyncIPFSHTTP from .ipfs.pinner import SkynetPinner - config, _ = load_skynet_ini() + config = load_skynet_toml() hyperion_url = load_key(config, 'skynet.pinner', 'hyperion_url') ipfs_url = load_key(config, 'skynet.pinner', 'ipfs_url') diff --git a/skynet/config.py b/skynet/config.py index ad5a7e7..73ee8c3 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -1,9 +1,9 @@ #!/usr/bin/python import os +import toml from pathlib import Path -from configparser import ConfigParser from .constants import DEFAULT_CONFIG_PATH @@ -12,34 +12,23 @@ class ConfigParsingError(BaseException): ... -def load_skynet_ini( - file_path=DEFAULT_CONFIG_PATH -) -> ConfigParser: - config = ConfigParser() - config.read(file_path) - - non_compete = [] - if Path('.non-compete').is_file(): - with open('.non-compete', 'r') as non_compete_file: - for line in non_compete_file.readlines(): - line = line.rstrip() - if line: - non_compete.append(line) - - return config, non_compete +def load_skynet_toml(file_path=DEFAULT_CONFIG_PATH) -> dict: + config = toml.load(file_path) + return config -def load_key(config: ConfigParser, section: str, key: str) -> str: - if section not in config: - conf_sections = [s for s in config] - raise ConfigParsingError(f'section \"{section}\" not in {conf_sections}') +def load_key(config: dict, key: str) -> str: + for skey in key.split('.'): + if skey not in config: + conf_keys = [k for k in config] + raise ConfigParsingError(f'key \"{skey}\" not in {conf_keys}') - if key not in config[section]: - conf_keys = [k for k in config[section]] - raise ConfigParsingError(f'key \"{key}\" not in {conf_keys}') + config = config[skey] + + return config - return str(config[section][key]) def set_hf_vars(hf_token: str, hf_home: str): os.environ['HF_TOKEN'] = hf_token os.environ['HF_HOME'] = hf_home + os.environ['HUGGINGFACE_HUB_CACHE'] = hf_home diff --git a/skynet/constants.py b/skynet/constants.py index d2413cb..2c89ca0 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -162,7 +162,7 @@ DEFAULT_MODEL = list(MODELS.keys())[4] DEFAULT_ROLE = 'pleb' DEFAULT_UPSCALER = None -DEFAULT_CONFIG_PATH = 'skynet.ini' +DEFAULT_CONFIG_PATH = 'skynet.toml' DEFAULT_INITAL_MODELS = [ 'stabilityai/stable-diffusion-xl-base-1.0' diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index a62fa27..c343ae7 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -54,6 +54,10 @@ class SkynetMM: if 'initial_models' in config else DEFAULT_INITAL_MODELS ) + self.cache_dir = None + if 'hf_home' in config: + self.cache_dir = config['hf_home'] + self._models = {} for model in self.initial_models: self.load_model(model, False, force=True) @@ -78,7 +82,9 @@ class SkynetMM: ): logging.info(f'loading model {model_name}...') if force or len(self._models.keys()) == 0: - pipe = pipeline_for(model_name, image=image) + pipe = pipeline_for( + model_name, image=image, cache_dir=self.cache_dir) + self._models[model_name] = { 'pipe': pipe, 'generated': 0, @@ -100,7 +106,8 @@ class SkynetMM: gc.collect() torch.cuda.empty_cache() - pipe = pipeline_for(model_name, image=image) + pipe = pipeline_for( + model_name, image=image, cache_dir=self.cache_dir) self._models[model_name] = { 'pipe': pipe, diff --git a/skynet/utils.py b/skynet/utils.py index 4de2b78..7c19a82 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -64,7 +64,13 @@ def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: return image.convert('RGB') -def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> DiffusionPipeline: +def pipeline_for( + model: str, + mem_fraction: float = 1.0, + image: bool = False, + cache_dir: str | None = None +) -> DiffusionPipeline: + assert torch.cuda.is_available() torch.cuda.empty_cache() torch.cuda.set_per_process_memory_fraction(mem_fraction) @@ -90,7 +96,8 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio params = { 'torch_dtype': torch.float16, - 'safety_checker': None + 'safety_checker': None, + 'cache_dir': cache_dir } if shortname == 'stable': @@ -107,6 +114,7 @@ def pipeline_for(model: str, mem_fraction: float = 1.0, image=False) -> Diffusio else: pipe_class = StableDiffusionPipeline + breakpoint() pipe = pipe_class.from_pretrained( model, **params) From b372f50130f0ee73f4b8c3f5647c574c97f5de7a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 10:14:15 -0300 Subject: [PATCH 16/43] Create separate docker images for python 3.10 and 3.11 --- README.md | 4 +- build_docker.sh | 8 +++- docker/Dockerfile.runtime+cuda-py310 | 46 +++++++++++++++++++ ...ime+cuda => Dockerfile.runtime+cuda-py311} | 0 skynet/utils.py | 6 ++- 5 files changed, 59 insertions(+), 5 deletions(-) create mode 100644 docker/Dockerfile.runtime+cuda-py310 rename docker/{Dockerfile.runtime+cuda => Dockerfile.runtime+cuda-py311} (100%) diff --git a/README.md b/README.md index a16c814..89999d3 100644 --- a/README.md +++ b/README.md @@ -62,7 +62,7 @@ docker run \ --network host \ --name skynet-worker \ --mount type=bind,source="$(pwd)",target=/root/target \ - guilledk/skynet:runtime-cuda \ + guilledk/skynet:runtime-cuda-py310 \ skynet run dgpu # run worker with specific gpu @@ -74,6 +74,6 @@ docker run \ --network host \ --name skynet-worker-1 \ --mount type=bind,source="$(pwd)",target=/root/target \ - guilledk/skynet:runtime-cuda \ + guilledk/skynet:runtime-cuda-py310 \ skynet run dgpu ``` diff --git a/build_docker.sh b/build_docker.sh index 527cc47..acec498 100755 --- a/build_docker.sh +++ b/build_docker.sh @@ -1,3 +1,7 @@ docker build \ - -t guilledk/skynet:runtime-cuda \ - -f docker/Dockerfile.runtime+cuda . + -t guilledk/skynet:runtime-cuda-py310 \ + -f docker/Dockerfile.runtime+cuda-py310 . + +docker build \ + -t guilledk/skynet:runtime-cuda-py311 \ + -f docker/Dockerfile.runtime+cuda-py311 . diff --git a/docker/Dockerfile.runtime+cuda-py310 b/docker/Dockerfile.runtime+cuda-py310 new file mode 100644 index 0000000..1d20b61 --- /dev/null +++ b/docker/Dockerfile.runtime+cuda-py310 @@ -0,0 +1,46 @@ +from nvidia/cuda:11.8.0-devel-ubuntu20.04 +from python:3.10 + +env DEBIAN_FRONTEND=noninteractive + +run apt-get update && apt-get install -y \ + git \ + clang \ + cmake \ + ffmpeg \ + libsm6 \ + libxext6 \ + ninja-build + +env CC /usr/bin/clang +env CXX /usr/bin/clang++ + +# install llvm10 as required by llvm-lite +run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 +workdir /llvm-project +# this adds a commit from 12.0.0 that fixes build on newer compilers +run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 +run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release +run ninja -C build install # -j8 + +run curl -sSL https://install.python-poetry.org | python3 - + +env PATH "/root/.local/bin:$PATH" + +copy . /skynet + +workdir /skynet + +env POETRY_VIRTUALENVS_PATH /skynet/.venv + +run poetry install --with=cuda -v + +workdir /root/target + +env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128 +env NVIDIA_VISIBLE_DEVICES=all + +copy docker/entrypoint.sh /entrypoint.sh +entrypoint ["/entrypoint.sh"] + +cmd ["skynet", "--help"] diff --git a/docker/Dockerfile.runtime+cuda b/docker/Dockerfile.runtime+cuda-py311 similarity index 100% rename from docker/Dockerfile.runtime+cuda rename to docker/Dockerfile.runtime+cuda-py311 diff --git a/skynet/utils.py b/skynet/utils.py index 7c19a82..36219bc 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -114,7 +114,6 @@ def pipeline_for( else: pipe_class = StableDiffusionPipeline - breakpoint() pipe = pipe_class.from_pretrained( model, **params) @@ -123,6 +122,11 @@ def pipeline_for( pipe.enable_xformers_memory_efficient_attention() + if sys.version_info[1] < 11: + # torch.compile only supported on python < 3.11 + pipe.unet = torch.compile( + pipe.unet, mode='reduce-overhead', fullgraph=True) + if over_mem: if not image: pipe.enable_vae_slicing() From ad1a9ef9ea0ccc3c73d15b2bb42b70e3294ae586 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 10:14:53 -0300 Subject: [PATCH 17/43] Add anyio error to failable --- skynet/dgpu/network.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index c598b20..25876c2 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -8,6 +8,8 @@ import time import logging import asks +import anyio + from PIL import Image from leap.cleos import CLEOS @@ -23,10 +25,11 @@ async def failable(fn: partial, ret_fail=None): return await fn() except ( + OSError, + json.JSONDecodeError, asks.errors.RequestTimeout, asks.errors.BadHttpResponse, - json.JSONDecodeError, - OSError + anyio.BrokenResourceError ): return ret_fail From 342dd9ac1c9bc5c34e269bc5f27b797541e2b3c7 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 10:31:36 -0300 Subject: [PATCH 18/43] Add whitelist & blacklist --- skynet/dgpu/daemon.py | 24 ++++++++++++++++++++++-- 1 file changed, 22 insertions(+), 2 deletions(-) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 1c2f365..3e8f26b 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -28,6 +28,15 @@ class SkynetDGPUDaemon: if 'auto_withdraw' in config else False ) self.non_compete = set(config['non_compete']) + + self.model_whitelist = set() + if 'model_whitelist' in config: + self.model_whitelist = set(config['model_whitelist']) + + self.model_blacklist = set() + if 'model_blacklist' in config: + self.model_blacklist = set(config['model_blacklist']) + self.current_request = None async def should_cancel_work(self): @@ -49,14 +58,25 @@ class SkynetDGPUDaemon: for req in queue: rid = req['id'] + # parse request + body = json.loads(req['body']) + model = body['params']['model'] + + # if whitelist enabled and model not in it continue + if (len(self.model_whitelist) > 0 and + not model in self.model_whitelist): + continue + + # if blacklist contains model skip + if model in self.model_blacklist: + continue + my_results = [res['id'] for res in (await self.conn.find_my_results())] if rid not in my_results: statuses = await self.conn.get_status_by_request_id(rid) if len(statuses) == 0: self.current_request = rid - # parse request - body = json.loads(req['body']) binary = await self.conn.get_input_data(req['binary_data']) From b7b267a71b26189bb049aa55b901c318c0ee8d4c Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 11:04:57 -0300 Subject: [PATCH 19/43] Dont reference python version on docker instructions --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 89999d3..a16c814 100644 --- a/README.md +++ b/README.md @@ -62,7 +62,7 @@ docker run \ --network host \ --name skynet-worker \ --mount type=bind,source="$(pwd)",target=/root/target \ - guilledk/skynet:runtime-cuda-py310 \ + guilledk/skynet:runtime-cuda \ skynet run dgpu # run worker with specific gpu @@ -74,6 +74,6 @@ docker run \ --network host \ --name skynet-worker-1 \ --mount type=bind,source="$(pwd)",target=/root/target \ - guilledk/skynet:runtime-cuda-py310 \ + guilledk/skynet:runtime-cuda \ skynet run dgpu ``` From 7cd539a9440024f74af62853a613b279ec78c65d Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 11:11:47 -0300 Subject: [PATCH 20/43] Make new non_compete optional, also ipfs_gateway --- skynet/dgpu/daemon.py | 5 ++++- skynet/dgpu/network.py | 15 +++++++++------ 2 files changed, 13 insertions(+), 7 deletions(-) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 3e8f26b..6fb1c39 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -27,7 +27,10 @@ class SkynetDGPUDaemon: config['auto_withdraw'] if 'auto_withdraw' in config else False ) - self.non_compete = set(config['non_compete']) + + self.non_compete = set() + if 'non_compete' in config: + self.non_compete = set(config['non_compete']) self.model_whitelist = set() if 'model_whitelist' in config: diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 25876c2..83e896d 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -47,7 +47,9 @@ class SkynetGPUConnector: self.cleos = CLEOS( None, None, self.node_url, remote=self.node_url) - self.ipfs_gateway_url = config['ipfs_gateway_url'] + self.ipfs_gateway_url = None + if 'ipfs_gateway_url' in config: + self.ipfs_gateway_url = config['ipfs_gateway_url'] self.ipfs_url = config['ipfs_url'] self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url) @@ -202,11 +204,12 @@ class SkynetGPUConnector: img = Image.open(io.BytesIO(raw_img)) img.save('ipfs-staging/image.png') - # check peer connections, reconnect to skynet gateway if not - gateway_id = Path(self.ipfs_gateway_url).name - peers = await self.ipfs_client.peers() - if gateway_id not in [p['Peer'] for p in peers]: - await self.ipfs_client.connect(self.ipfs_gateway_url) + if self.ipfs_gateway_url: + # check peer connections, reconnect to skynet gateway if not + gateway_id = Path(self.ipfs_gateway_url).name + peers = await self.ipfs_client.peers() + if gateway_id not in [p['Peer'] for p in peers]: + await self.ipfs_client.connect(self.ipfs_gateway_url) file_info = await self.ipfs_client.add(Path('ipfs-staging/image.png')) file_cid = file_info['Hash'] From 5b6e18e1effc9d3157e7365723733121c17ce049 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 11:12:15 -0300 Subject: [PATCH 21/43] Fix import bug and only enable unet compilation on high end cards --- skynet/utils.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/skynet/utils.py b/skynet/utils.py index 36219bc..c47fec6 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -1,10 +1,11 @@ #!/usr/bin/python import io -import logging import os +import sys import time import random +import logging from typing import Optional from pathlib import Path @@ -122,11 +123,6 @@ def pipeline_for( pipe.enable_xformers_memory_efficient_attention() - if sys.version_info[1] < 11: - # torch.compile only supported on python < 3.11 - pipe.unet = torch.compile( - pipe.unet, mode='reduce-overhead', fullgraph=True) - if over_mem: if not image: pipe.enable_vae_slicing() @@ -135,6 +131,11 @@ def pipeline_for( pipe.enable_model_cpu_offload() else: + if sys.version_info[1] < 11: + # torch.compile only supported on python < 3.11 + pipe.unet = torch.compile( + pipe.unet, mode='reduce-overhead', fullgraph=True) + pipe = pipe.to('cuda') return pipe From 5437af4d05390c2b756db1f94e2d8bb16de4adb4 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 11:12:45 -0300 Subject: [PATCH 22/43] Add new config to .gitignore --- .gitignore | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 0051deb..a428e3f 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,4 @@ -skynet.ini +skynet.toml .python-version hf_home outputs @@ -11,4 +11,3 @@ docs ipfs-docker-data ipfs-staging weights -.non-compete From cc4a4b5189061adf055f05e5ea271f28b4c0b40b Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 12:32:00 -0300 Subject: [PATCH 23/43] Fix cli entrypoints to use new config, improve competitor cancel logic and add default docker image to py311 image --- build_docker.sh | 4 ++ skynet/cli.py | 92 +++++++++++++++++++++--------------------- skynet/dgpu/compute.py | 13 +++--- skynet/dgpu/daemon.py | 19 ++++----- skynet/dgpu/errors.py | 3 ++ skynet/dgpu/network.py | 41 ++++++++++++++++++- 6 files changed, 108 insertions(+), 64 deletions(-) diff --git a/build_docker.sh b/build_docker.sh index acec498..8ca9905 100755 --- a/build_docker.sh +++ b/build_docker.sh @@ -5,3 +5,7 @@ docker build \ docker build \ -t guilledk/skynet:runtime-cuda-py311 \ -f docker/Dockerfile.runtime+cuda-py311 . + +docker build \ + -t guilledk/skynet:runtime-cuda \ + -f docker/Dockerfile.runtime+cuda-py311 . diff --git a/skynet/cli.py b/skynet/cli.py index ae56adb..370cda2 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -33,8 +33,8 @@ def txt2img(*args, **kwargs): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu', 'hf_token') - hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) utils.txt2img(hf_token, **kwargs) @@ -51,8 +51,8 @@ def txt2img(*args, **kwargs): def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu', 'hf_token') - hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) utils.img2img( hf_token, @@ -82,8 +82,8 @@ def upscale(input, output, model): def download(): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu', 'hf_token') - hf_home = load_key(config, 'skynet.dgpu', 'hf_home') + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) utils.download_all_models(hf_token) @@ -112,10 +112,10 @@ def enqueue( config = load_skynet_toml() - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.user.key') + account = load_key(config, 'skynet.user.account') + permission = load_key(config, 'skynet.user.permission') + node_url = load_key(config, 'skynet.user.node_url') cleos = CLEOS(None, None, url=node_url, remote=node_url) @@ -156,10 +156,10 @@ def clean( from leap.cleos import CLEOS config = load_skynet_toml() - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.user.key') + account = load_key(config, 'skynet.user.account') + permission = load_key(config, 'skynet.user.permission') + node_url = load_key(config, 'skynet.user.node_url') logging.basicConfig(level=loglevel) cleos = CLEOS(None, None, url=node_url, remote=node_url) @@ -177,7 +177,7 @@ def clean( def queue(): import requests config = load_skynet_toml() - node_url = load_key(config, 'skynet.user', 'node_url') + node_url = load_key(config, 'skynet.user.node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -194,7 +194,7 @@ def queue(): def status(request_id: int): import requests config = load_skynet_toml() - node_url = load_key(config, 'skynet.user', 'node_url') + node_url = load_key(config, 'skynet.user.node_url') resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -213,10 +213,10 @@ def dequeue(request_id: int): from leap.cleos import CLEOS config = load_skynet_toml() - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.user.key') + account = load_key(config, 'skynet.user.account') + permission = load_key(config, 'skynet.user.permission') + node_url = load_key(config, 'skynet.user.node_url') cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( @@ -248,10 +248,10 @@ def config( config = load_skynet_toml() - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.user.key') + account = load_key(config, 'skynet.user.account') + permission = load_key(config, 'skynet.user.permission') + node_url = load_key(config, 'skynet.user.node_url') cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( @@ -277,10 +277,10 @@ def deposit(quantity: str): config = load_skynet_toml() - key = load_key(config, 'skynet.user', 'key') - account = load_key(config, 'skynet.user', 'account') - permission = load_key(config, 'skynet.user', 'permission') - node_url = load_key(config, 'skynet.user', 'node_url') + key = load_key(config, 'skynet.user.key') + account = load_key(config, 'skynet.user.account') + permission = load_key(config, 'skynet.user.permission') + node_url = load_key(config, 'skynet.user.node_url') cleos = CLEOS(None, None, url=node_url, remote=node_url) res = trio.run( @@ -365,21 +365,21 @@ def telegram( logging.basicConfig(level=loglevel) config = load_skynet_toml() - tg_token = load_key(config, 'skynet.telegram', 'tg_token') + tg_token = load_key(config, 'skynet.telegram.tg_token') - key = load_key(config, 'skynet.telegram', 'key') - account = load_key(config, 'skynet.telegram', 'account') - permission = load_key(config, 'skynet.telegram', 'permission') - node_url = load_key(config, 'skynet.telegram', 'node_url') - hyperion_url = load_key(config, 'skynet.telegram', 'hyperion_url') + key = load_key(config, 'skynet.telegram.key') + account = load_key(config, 'skynet.telegram.account') + permission = load_key(config, 'skynet.telegram.permission') + node_url = load_key(config, 'skynet.telegram.node_url') + hyperion_url = load_key(config, 'skynet.telegram.hyperion_url') try: - ipfs_gateway_url = load_key(config, 'skynet.telegram', 'ipfs_gateway_url') + ipfs_gateway_url = load_key(config, 'skynet.telegram.ipfs_gateway_url') except ConfigParsingError: ipfs_gateway_url = None - ipfs_url = load_key(config, 'skynet.telegram', 'ipfs_url') + ipfs_url = load_key(config, 'skynet.telegram.ipfs_url') async def _async_main(): frontend = SkynetTelegramFrontend( @@ -421,16 +421,16 @@ def discord( logging.basicConfig(level=loglevel) config = load_skynet_toml() - dc_token = load_key(config, 'skynet.discord', 'dc_token') + dc_token = load_key(config, 'skynet.discord.dc_token') - key = load_key(config, 'skynet.discord', 'key') - account = load_key(config, 'skynet.discord', 'account') - permission = load_key(config, 'skynet.discord', 'permission') - node_url = load_key(config, 'skynet.discord', 'node_url') - hyperion_url = load_key(config, 'skynet.discord', 'hyperion_url') + key = load_key(config, 'skynet.discord.key') + account = load_key(config, 'skynet.discord.account') + permission = load_key(config, 'skynet.discord.permission') + node_url = load_key(config, 'skynet.discord.node_url') + hyperion_url = load_key(config, 'skynet.discord.hyperion_url') - ipfs_gateway_url = load_key(config, 'skynet.discord', 'ipfs_gateway_url') - ipfs_url = load_key(config, 'skynet.discord', 'ipfs_url') + ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url') + ipfs_url = load_key(config, 'skynet.discord.ipfs_url') async def _async_main(): frontend = SkynetDiscordFrontend( @@ -471,8 +471,8 @@ def pinner(loglevel): from .ipfs.pinner import SkynetPinner config = load_skynet_toml() - hyperion_url = load_key(config, 'skynet.pinner', 'hyperion_url') - ipfs_url = load_key(config, 'skynet.pinner', 'ipfs_url') + hyperion_url = load_key(config, 'skynet.pinner.hyperion_url') + ipfs_url = load_key(config, 'skynet.pinner.ipfs_url') logging.basicConfig(level=loglevel) ipfs_node = AsyncIPFSHTTP(ipfs_url) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index c343ae7..7df8d95 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -13,7 +13,7 @@ import trio import torch from skynet.constants import DEFAULT_INITAL_MODELS, MODELS -from skynet.dgpu.errors import DGPUComputeError +from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled from skynet.utils import convert_from_bytes_and_crop, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for @@ -132,16 +132,19 @@ class SkynetMM: def compute_one( self, + request_id: int, should_cancel_work, method: str, params: dict, binary: bytes | None = None ): - def callback_fn(step: int, timestep: int, latents: torch.FloatTensor): - should_raise = trio.from_thread.run(should_cancel_work) + def maybe_cancel_work(step, *args, **kwargs): + should_raise = trio.from_thread.run(should_cancel_work, request_id) if should_raise: logging.warn(f'cancelling work at step {step}') - raise DGPUComputeError('Inference cancelled') + raise DGPUInferenceCancelled() + + maybe_cancel_work(0) try: match method: @@ -157,7 +160,7 @@ class SkynetMM: guidance_scale=guidance, num_inference_steps=step, generator=seed, - callback=callback_fn, + callback=maybe_cancel_work, callback_steps=2, **extra_params ).images[0] diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 6fb1c39..5d6971d 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -40,15 +40,9 @@ class SkynetDGPUDaemon: if 'model_blacklist' in config: self.model_blacklist = set(config['model_blacklist']) - self.current_request = None - - async def should_cancel_work(self): - competitors = set(( - status['worker'] - for status in - (await self.conn.get_status_by_request_id(self.current_request)) - )) - return self.non_compete & competitors + async def should_cancel_work(self, request_id: int): + competitors = await self.conn.get_competitors_for_req(request_id) + return bool(self.non_compete & competitors) async def serve_forever(self): try: @@ -79,7 +73,7 @@ class SkynetDGPUDaemon: statuses = await self.conn.get_status_by_request_id(rid) if len(statuses) == 0: - self.current_request = rid + self.conn.monitor_request(rid) binary = await self.conn.get_input_data(req['binary_data']) @@ -107,6 +101,7 @@ class SkynetDGPUDaemon: img_sha, img_raw = await trio.to_thread.run_sync( partial( self.mm.compute_one, + rid, self.should_cancel_work, body['method'], body['params'], binary=binary ) @@ -115,11 +110,13 @@ class SkynetDGPUDaemon: ipfs_hash = await self.conn.publish_on_ipfs(img_raw) await self.conn.submit_work(rid, request_hash, img_sha, ipfs_hash) - break except BaseException as e: traceback.print_exc() await self.conn.cancel_work(rid, str(e)) + + finally: + self.conn.forget_request(rid) break else: diff --git a/skynet/dgpu/errors.py b/skynet/dgpu/errors.py index 1f08624..91db585 100644 --- a/skynet/dgpu/errors.py +++ b/skynet/dgpu/errors.py @@ -3,3 +3,6 @@ class DGPUComputeError(BaseException): ... + +class DGPUInferenceCancelled(BaseException): + ... diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 83e896d..ad082b3 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -1,13 +1,15 @@ #!/usr/bin/python -from functools import partial import io import json -from pathlib import Path import time import logging +from pathlib import Path +from functools import partial + import asks +import trio import anyio from PIL import Image @@ -20,6 +22,9 @@ from skynet.dgpu.errors import DGPUComputeError from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file +REQUEST_UPDATE_TIME = 3 + + async def failable(fn: partial, ret_fail=None): try: return await fn() @@ -54,6 +59,8 @@ class SkynetGPUConnector: self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url) + self._wip_requests = {} + # blockchain helpers async def get_work_requests_last_hour(self): @@ -103,6 +110,36 @@ class SkynetGPUConnector: else: return None + def monitor_request(self, request_id: int): + logging.info(f'begin monitoring request: {request_id}') + self._wip_requests[request_id] = { + 'last_update': None, + 'competitors': set() + } + + async def maybe_update_request(self, request_id: int): + now = time.time() + stats = self._wip_requests[request_id] + if (not stats['last_update'] or + (now - stats['last_update']) > REQUEST_UPDATE_TIME): + stats['competitors'] = [ + status['worker'] + for status in + (await self.get_status_by_request_id(request_id)) + if status['worker'] != self.account + ] + stats['last_update'] = now + + async def get_competitors_for_req(self, request_id: int) -> set: + await self.maybe_update_request(request_id) + competitors = set(self._wip_requests[request_id]['competitors']) + logging.info(f'competitors: {competitors}') + return competitors + + def forget_request(self, request_id: int): + logging.info(f'end monitoring request: {request_id}') + del self._wip_requests[request_id] + async def begin_work(self, request_id: int): logging.info('begin_work') return await failable( From 1780f1a36095a581a33222468c492dd2184d3fe2 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 12:42:05 -0300 Subject: [PATCH 24/43] Update example --env no longer needed on docker --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index a16c814..68538e3 100644 --- a/README.md +++ b/README.md @@ -57,7 +57,6 @@ docker pull guilledk/skynet:runtime-cuda docker run \ -it \ --rm \ - --env HF_HOME=hf_home \ --gpus all \ --network host \ --name skynet-worker \ @@ -69,7 +68,6 @@ docker run \ docker run \ -it \ --rm \ - --env HF_HOME=hf_home \ --gpus '"device=1"' \ --network host \ --name skynet-worker-1 \ From e802689523abc047300fc978338f79994c8be1ff Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 14:55:30 -0300 Subject: [PATCH 25/43] Add new/legacy ipfs image mechanic on input image gathering --- skynet/dgpu/network.py | 47 +++++++++++++++++++++++++++++++++++++++--- 1 file changed, 44 insertions(+), 3 deletions(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index ad082b3..e754038 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -259,8 +259,49 @@ class SkynetGPUConnector: if ipfs_hash == '': return b'' - resp = await get_ipfs_file(f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}/image.png') - if not resp: + results = {} + ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' + ipfs_link_legacy = ipfs_link + '/image.png' + + async def get_and_set_results(link: str): + results[link] = await get_ipfs_file(link) + + def get_image_from_resp(resp): + with Image.open(io.BytesIO(resp.raw)): + return resp.raw + + async with trio.open_nursery() as n: + n.start_soon( + get_and_set_results, ipfs_link) + n.start_soon( + get_and_set_results, ipfs_link_legacy) + + png_img = None + resp = results[ipfs_link_legacy] + if not resp or resp.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link_legacy}!') + + else: + try: + png_img = get_image_from_resp(resp) + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link_legacy}!') + + if not png_img: + resp = results[ipfs_link] + if not resp or resp.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') + + else: + try: + png_img = get_image_from_resp(resp) + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') + ... + + if not png_img: raise DGPUComputeError('Couldn\'t gather input data from ipfs') - return resp.raw + return png_img From d3b5d561875f71ead1546368072753bc73eb586d Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 7 Oct 2023 21:28:52 -0300 Subject: [PATCH 26/43] Add new data gathering mechanic on worker and mp tractor backend --- poetry.lock | 271 ++++++++++++++++++++++++++++++++++++- pyproject.toml | 1 + skynet/dgpu/__init__.py | 7 +- skynet/dgpu/_mp_compute.py | 165 ++++++++++++++++++++++ skynet/dgpu/compute.py | 11 +- skynet/dgpu/daemon.py | 95 ++++++++++--- skynet/dgpu/network.py | 50 +++---- 7 files changed, 552 insertions(+), 48 deletions(-) create mode 100644 skynet/dgpu/_mp_compute.py diff --git a/poetry.lock b/poetry.lock index 3959dc5..a9bb3c2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -582,6 +582,23 @@ files = [ {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +[[package]] +name = "colorlog" +version = "6.7.0" +description = "Add colours to the output of Python's logging module." +optional = false +python-versions = ">=3.6" +files = [ + {file = 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"4acde551673d4ecb752a3d22cd615b78ceacca6e9e1ad73bff2894c4455886a7" diff --git a/pyproject.toml b/pyproject.toml index faa67e2..9aa26cf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,6 +15,7 @@ Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} toml = "^0.10.2" +tractor = {git = "https://github.com/goodboy/tractor.git"} [tool.poetry.group.frontend] optional = true diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 4b4d2ff..51370b1 100644 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,5 +1,7 @@ #!/usr/bin/python +import trio + from skynet.dgpu.compute import SkynetMM from skynet.dgpu.daemon import SkynetDGPUDaemon from skynet.dgpu.network import SkynetGPUConnector @@ -8,5 +10,8 @@ from skynet.dgpu.network import SkynetGPUConnector async def open_dgpu_node(config: dict): conn = SkynetGPUConnector(config) mm = SkynetMM(config) + daemon = SkynetDGPUDaemon(mm, conn, config) - await SkynetDGPUDaemon(mm, conn, config).serve_forever() + async with trio.open_nursery() as n: + n.start_soon(daemon.snap_updater_task) + await daemon.serve_forever() diff --git a/skynet/dgpu/_mp_compute.py b/skynet/dgpu/_mp_compute.py new file mode 100644 index 0000000..f28c469 --- /dev/null +++ b/skynet/dgpu/_mp_compute.py @@ -0,0 +1,165 @@ +#!/usr/bin/python + +import gc +import json +import logging + +from hashlib import sha256 +from diffusers import DiffusionPipeline + +import trio +import torch + +from skynet.constants import DEFAULT_INITAL_MODELS, MODELS +from skynet.dgpu.errors import DGPUComputeError + +from skynet.utils import convert_from_bytes_and_crop, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for + + +def prepare_params_for_diffuse( + params: dict, + binary: bytes | None = None +): + image = None + if binary: + image = convert_from_bytes_and_crop(binary, 512, 512) + + _params = {} + if image: + _params['image'] = image + _params['strength'] = float(params['strength']) + + else: + _params['width'] = int(params['width']) + _params['height'] = int(params['height']) + + return ( + params['prompt'], + float(params['guidance']), + int(params['step']), + torch.manual_seed(int(params['seed'])), + params['upscaler'] if 'upscaler' in params else None, + _params + ) + + +_models = {} + +def is_model_loaded(model_name: str, image: bool): + for model_key, model_data in _models.items(): + if (model_key == model_name and + model_data['image'] == image): + return True + + return False + +def load_model( + model_name: str, + image: bool, + force=False +): + logging.info(f'loading model {model_name}...') + if force or len(_models.keys()) == 0: + pipe = pipeline_for( + model_name, image=image) + + _models[model_name] = { + 'pipe': pipe, + 'generated': 0, + 'image': image + } + + else: + least_used = list(_models.keys())[0] + + for model in _models: + if _models[ + least_used]['generated'] > _models[model]['generated']: + least_used = model + + del _models[least_used] + + logging.info(f'swapping model {least_used} for {model_name}...') + + gc.collect() + torch.cuda.empty_cache() + + pipe = pipeline_for( + model_name, image=image) + + _models[model_name] = { + 'pipe': pipe, + 'generated': 0, + 'image': image + } + + logging.info(f'loaded model {model_name}') + return pipe + +def get_model(model_name: str, image: bool) -> DiffusionPipeline: + if model_name not in MODELS: + raise DGPUComputeError(f'Unknown model {model_name}') + + if not is_model_loaded(model_name, image): + pipe = load_model(model_name, image=image) + + else: + pipe = _models[model_name]['pipe'] + + return pipe + +def _static_compute_one(kwargs: dict): + request_id: int = kwargs['request_id'] + method: str = kwargs['method'] + params: dict = kwargs['params'] + binary: bytes | None = kwargs['binary'] + + def _checkpoint(*args, **kwargs): + trio.from_thread.run(trio.sleep, 0) + + try: + match method: + case 'diffuse': + image = None + + arguments = prepare_params_for_diffuse(params, binary) + prompt, guidance, step, seed, upscaler, extra_params = arguments + model = get_model(params['model'], 'image' in extra_params) + + image = model( + prompt, + guidance_scale=guidance, + num_inference_steps=step, + generator=seed, + callback=_checkpoint, + callback_steps=1, + **extra_params + ).images[0] + + if upscaler == 'x4': + upscaler = init_upscaler() + input_img = image.convert('RGB') + up_img, _ = upscaler.enhance( + convert_from_image_to_cv2(input_img), outscale=4) + + image = convert_from_cv2_to_image(up_img) + + img_raw = convert_from_img_to_bytes(image) + img_sha = sha256(img_raw).hexdigest() + + return img_sha, img_raw + + case _: + raise DGPUComputeError('Unsupported compute method') + + except BaseException as e: + logging.error(e) + raise DGPUComputeError(str(e)) + + finally: + torch.cuda.empty_cache() + + +async def _tractor_static_compute_one(**kwargs): + return await trio.to_thread.run_sync( + _static_compute_one, kwargs) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 7df8d95..13d7681 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -17,6 +17,7 @@ from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled from skynet.utils import convert_from_bytes_and_crop, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for +from ._mp_compute import _static_compute_one, _tractor_static_compute_one def prepare_params_for_diffuse( params: dict, @@ -133,16 +134,16 @@ class SkynetMM: def compute_one( self, request_id: int, - should_cancel_work, method: str, params: dict, binary: bytes | None = None ): def maybe_cancel_work(step, *args, **kwargs): - should_raise = trio.from_thread.run(should_cancel_work, request_id) - if should_raise: - logging.warn(f'cancelling work at step {step}') - raise DGPUInferenceCancelled() + if self._should_cancel: + should_raise = trio.from_thread.run(self._should_cancel, request_id) + if should_raise: + logging.warn(f'cancelling work at step {step}') + raise DGPUInferenceCancelled() maybe_cancel_work(0) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 5d6971d..1fc928a 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -1,6 +1,7 @@ #!/usr/bin/python import json +import random import logging import traceback @@ -8,11 +9,21 @@ from hashlib import sha256 from functools import partial import trio +import tractor -from skynet.dgpu.compute import SkynetMM +from skynet.dgpu.errors import * +from skynet.dgpu.compute import SkynetMM, _tractor_static_compute_one from skynet.dgpu.network import SkynetGPUConnector +def convert_reward_to_int(reward_str): + int_part, decimal_part = ( + reward_str.split('.')[0], + reward_str.split('.')[1].split(' ')[0] + ) + return int(int_part + decimal_part) + + class SkynetDGPUDaemon: def __init__( @@ -40,17 +51,44 @@ class SkynetDGPUDaemon: if 'model_blacklist' in config: self.model_blacklist = set(config['model_blacklist']) + self.backend = 'sync-on-thread' + if 'backend' in config: + self.backend = config['backend'] + + self._snap = { + 'queue': [], + 'requests': {}, + 'my_results': [] + } + async def should_cancel_work(self, request_id: int): - competitors = await self.conn.get_competitors_for_req(request_id) + competitors = set([ + status['worker'] + for status in self._snap['requests'][request_id] + if status['worker'] != self.conn.account + ]) return bool(self.non_compete & competitors) + + async def snap_updater_task(self): + while True: + self._snap = await self.conn.get_full_queue_snapshot() + await trio.sleep(1) + async def serve_forever(self): try: while True: if self.auto_withdraw: await self.conn.maybe_withdraw_all() - queue = await self.conn.get_work_requests_last_hour() + queue = self._snap['queue'] + + random.shuffle(queue) + queue = sorted( + queue, + key=lambda req: convert_reward_to_int(req['reward']), + reverse=True + ) for req in queue: rid = req['id'] @@ -68,13 +106,11 @@ class SkynetDGPUDaemon: if model in self.model_blacklist: continue - my_results = [res['id'] for res in (await self.conn.find_my_results())] + my_results = [res['id'] for res in self._snap['my_results']] if rid not in my_results: - statuses = await self.conn.get_status_by_request_id(rid) + statuses = self._snap['requests'][rid] if len(statuses) == 0: - self.conn.monitor_request(rid) - binary = await self.conn.get_input_data(req['binary_data']) hash_str = ( @@ -98,14 +134,42 @@ class SkynetDGPUDaemon: else: try: - img_sha, img_raw = await trio.to_thread.run_sync( - partial( - self.mm.compute_one, - rid, - self.should_cancel_work, - body['method'], body['params'], binary=binary - ) - ) + match self.backend: + case 'sync-on-thread': + self.mm._should_cancel = self.should_cancel_work + img_sha, img_raw = await trio.to_thread.run_sync( + partial( + self.mm.compute_one, + rid, + body['method'], body['params'], binary=binary + ) + ) + + case 'tractor': + async def _should_cancel_oracle(): + while True: + await trio.sleep(1) + if (await self.should_cancel_work(rid)): + raise DGPUInferenceCancelled + + async with ( + trio.open_nursery() as trio_n, + tractor.open_nursery() as tractor_n + ): + trio_n.start_soon(_should_cancel_oracle) + portal = await tractor_n.run_in_actor( + _tractor_static_compute_one, + name='tractor-cuda-mp', + request_id=rid, + method=body['method'], + params=body['params'], + binary=binary + ) + img_sha, img_raw = await portal.result() + trio_n.cancel_scope.cancel() + + case _: + raise DGPUComputeError(f'Unsupported backend {self.backend}') ipfs_hash = await self.conn.publish_on_ipfs(img_raw) @@ -116,7 +180,6 @@ class SkynetDGPUDaemon: await self.conn.cancel_work(rid, str(e)) finally: - self.conn.forget_request(rid) break else: diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index e754038..77f318c 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -110,35 +110,35 @@ class SkynetGPUConnector: else: return None - def monitor_request(self, request_id: int): - logging.info(f'begin monitoring request: {request_id}') - self._wip_requests[request_id] = { - 'last_update': None, - 'competitors': set() + async def get_competitors_for_req(self, request_id: int) -> set: + competitors = [ + status['worker'] + for status in + (await self.get_status_by_request_id(request_id)) + if status['worker'] != self.account + ] + logging.info(f'competitors: {competitors}') + return set(competitors) + + + async def get_full_queue_snapshot(self): + snap = { + 'requests': {}, + 'my_results': [] } - async def maybe_update_request(self, request_id: int): - now = time.time() - stats = self._wip_requests[request_id] - if (not stats['last_update'] or - (now - stats['last_update']) > REQUEST_UPDATE_TIME): - stats['competitors'] = [ - status['worker'] - for status in - (await self.get_status_by_request_id(request_id)) - if status['worker'] != self.account - ] - stats['last_update'] = now + snap['queue'] = await self.get_work_requests_last_hour() - async def get_competitors_for_req(self, request_id: int) -> set: - await self.maybe_update_request(request_id) - competitors = set(self._wip_requests[request_id]['competitors']) - logging.info(f'competitors: {competitors}') - return competitors + async def _run_and_save(d, key: str, fn, *args, **kwargs): + d[key] = await fn(*args, **kwargs) - def forget_request(self, request_id: int): - logging.info(f'end monitoring request: {request_id}') - del self._wip_requests[request_id] + async with trio.open_nursery() as n: + n.start_soon(_run_and_save, snap, 'my_results', self.find_my_results) + for req in snap['queue']: + n.start_soon( + _run_and_save, snap['requests'], req['id'], self.get_status_by_request_id, req['id']) + + return snap async def begin_work(self, request_id: int): logging.info('begin_work') From aa1d52dba0f5c7a813b9e194c786ecb099c107e8 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 09:14:01 -0300 Subject: [PATCH 27/43] Add autoconfiguration feature for telegram frontend --- skynet/db/functions.py | 9 +++++++ skynet/frontend/__init__.py | 37 ++++++++++++++++++++++++++++ skynet/frontend/telegram/handlers.py | 21 +++++++++++----- 3 files changed, 61 insertions(+), 6 deletions(-) diff --git a/skynet/db/functions.py b/skynet/db/functions.py index f52703e..bc759d3 100644 --- a/skynet/db/functions.py +++ b/skynet/db/functions.py @@ -165,6 +165,15 @@ async def open_database_connection( else: await conn.execute(DB_INIT_SQL) + col_check = await conn.fetch(f''' + 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;') + async def _db_call(method: str, *args, **kwargs): method = getattr(db, method) diff --git a/skynet/frontend/__init__.py b/skynet/frontend/__init__.py index 42145a3..30d6fa1 100644 --- a/skynet/frontend/__init__.py +++ b/skynet/frontend/__init__.py @@ -1,5 +1,7 @@ #!/usr/bin/python +import random + from ..constants import * @@ -15,10 +17,14 @@ class ConfigUnknownAlgorithm(BaseException): class ConfigUnknownUpscaler(BaseException): ... +class ConfigUnknownAutoConfSetting(BaseException): + ... + class ConfigSizeDivisionByEight(BaseException): ... + def validate_user_config_request(req: str): params = req.split(' ') @@ -78,6 +84,18 @@ def validate_user_config_request(req: str): raise ConfigUnknownUpscaler( f'\"{val}\" is not a valid upscaler') + case 'autoconf': + val = params[2] + if val == 'on': + val = True + + elif val == 'off': + val = False + + else: + raise ConfigUnknownAutoConfSetting( + f'\"{val}\" not a valid setting for autoconf') + case _: raise ConfigUnknownAttribute( f'\"{attr}\" not a configurable parameter') @@ -92,3 +110,22 @@ def validate_user_config_request(req: str): except ValueError: raise ValueError(f'\"{val}\" is not a number silly') + +def perform_auto_conf(config: dict) -> dict: + model = config['model'] + prefered_size_w = 512 + prefered_size_h = 512 + + if 'xl' in model: + prefered_size_w = 1024 + prefered_size_h = 1024 + + else: + prefered_size_w = 512 + prefered_size_h = 512 + + config['step'] = random.randint(20, 35) + config['width'] = prefered_size_w + config['height'] = prefered_size_h + + return config diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index da99941..b2019a7 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -9,7 +9,7 @@ from datetime import datetime, timedelta from PIL import Image from telebot.types import CallbackQuery, Message -from skynet.frontend import validate_user_config_request +from skynet.frontend import validate_user_config_request, perform_auto_conf from skynet.constants import * @@ -149,6 +149,10 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): user_config = {**user_row} del user_config['id'] + breakpoint() + if user_config['autoconf']: + user_config = perform_auto_conf(user_config) + params = { 'prompt': prompt, **user_config @@ -209,12 +213,18 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): 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 > 512 or h > 512: + if w > user_config['width'] or h > user_config['height']: logging.warning(f'user sent img of size {image.size}') - image.thumbnail((512, 512)) + image.thumbnail( + (user_config['width'], user_config['height'])) logging.warning(f'resized it to {image.size}') image_loc = 'ipfs-staging/image.png' @@ -228,9 +238,6 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): logging.info(f'mid: {message.id}') - user_config = {**user_row} - del user_config['id'] - params = { 'prompt': prompt, **user_config @@ -303,6 +310,8 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): '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, From d749dc4f5738fb57b47246765a01de7eba7177cc Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 09:54:31 -0300 Subject: [PATCH 28/43] Improve worker ipfs input data parallelizm --- skynet/dgpu/network.py | 52 ++++++++++++++++++------------------------ 1 file changed, 22 insertions(+), 30 deletions(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 77f318c..121a6e1 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -12,7 +12,7 @@ import asks import trio import anyio -from PIL import Image +from PIL import Image, UnidentifiedImageError from leap.cleos import CLEOS from leap.sugar import Checksum256, Name, asset_from_str @@ -263,43 +263,35 @@ class SkynetGPUConnector: ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' ipfs_link_legacy = ipfs_link + '/image.png' - async def get_and_set_results(link: str): - results[link] = await get_ipfs_file(link) - - def get_image_from_resp(resp): - with Image.open(io.BytesIO(resp.raw)): - return resp.raw - async with trio.open_nursery() as n: + + async def get_and_set_results(link: str): + res = await get_ipfs_file(link, timeout=1) + logging.info(f'got response from {link}') + if not res or res.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') + + else: + try: + with Image.open(io.BytesIO(res.raw)): + results[link] = res.raw + n.cancel_scope.cancel() + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') + n.start_soon( get_and_set_results, ipfs_link) n.start_soon( get_and_set_results, ipfs_link_legacy) png_img = None - resp = results[ipfs_link_legacy] - if not resp or resp.status_code != 200: - logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link_legacy}!') + if ipfs_link_legacy in results: + png_img = results[ipfs_link_legacy] - else: - try: - png_img = get_image_from_resp(resp) - - except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link_legacy}!') - - if not png_img: - resp = results[ipfs_link] - if not resp or resp.status_code != 200: - logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') - - else: - try: - png_img = get_image_from_resp(resp) - - except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') - ... + png_img = None + if ipfs_link in results: + png_img = results[ipfs_link] if not png_img: raise DGPUComputeError('Couldn\'t gather input data from ipfs') From 16df97d731930b8f36cd0682d092eb7f8a09c4a4 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 10:02:15 -0300 Subject: [PATCH 29/43] Improve tg frontend ipfs results gathering parallelism --- skynet/dgpu/network.py | 1 - skynet/frontend/telegram/__init__.py | 76 +++++++++++----------------- skynet/frontend/telegram/handlers.py | 1 - 3 files changed, 30 insertions(+), 48 deletions(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 121a6e1..a029f82 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -264,7 +264,6 @@ class SkynetGPUConnector: ipfs_link_legacy = ipfs_link + '/image.png' async with trio.open_nursery() as n: - async def get_and_set_results(link: str): res = await get_ipfs_file(link, timeout=1) logging.info(f'got response from {link}') diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 05b8763..ea26b69 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -242,66 +242,50 @@ class SkynetTelegramFrontend: ipfs_link_legacy = ipfs_link + '/image.png' async def get_and_set_results(link: str): - results[link] = await get_ipfs_file(link) + res = await get_ipfs_file(link) + logging.info(f'got response from {link}') + if not res or res.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') - def get_image_from_resp(resp): - png_img = resp.raw - with Image.open(io.BytesIO(resp.raw)) as image: - w, h = image.size + 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() + 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)) - return png_img + tmp_buf = io.BytesIO() + image.save(tmp_buf, format='PNG') + png_img = tmp_buf.getvalue() + + results[link] = png_img + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') tasks = [ get_and_set_results(ipfs_link), get_and_set_results(ipfs_link_legacy) ] await asyncio.gather(*tasks) - png_img = None + if ipfs_link_legacy in results: + png_img = results[ipfs_link_legacy] - resp = results[ipfs_link_legacy] - if not resp or resp.status_code != 200: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link_legacy}!') + if ipfs_link in results: + png_img = results[ipfs_link] - else: - try: - png_img = get_image_from_resp(resp) - - except UnidentifiedImageError: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link_legacy}!') if not png_img: - resp = results[ipfs_link] - if not resp or resp.status_code != 200: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') - await self.update_status_message( - status_msg, - caption, - reply_markup=build_redo_menu(), - parse_mode='HTML' - ) - return True - - else: - try: - png_img = get_image_from_resp(resp) - - except UnidentifiedImageError: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') - await self.update_status_message( - status_msg, - caption, - reply_markup=build_redo_menu(), - parse_mode='HTML' - ) - return True + 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( diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index b2019a7..ef0e31f 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -149,7 +149,6 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): user_config = {**user_row} del user_config['id'] - breakpoint() if user_config['autoconf']: user_config = perform_auto_conf(user_config) From cadd7231919327a768f0f0d672c1b31bf8b9812e Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 10:27:25 -0300 Subject: [PATCH 30/43] Cancel other image task when one already finished on tg frontend ipfs image gather --- skynet/frontend/telegram/__init__.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index ea26b69..550633c 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -266,10 +266,15 @@ class SkynetTelegramFrontend: logging.warning(f'couldn\'t get ipfs binary data at {link}!') tasks = [ - get_and_set_results(ipfs_link), - get_and_set_results(ipfs_link_legacy) + asyncio.create_task(get_and_set_results(ipfs_link)), + asyncio.create_task(get_and_set_results(ipfs_link_legacy)) ] - await asyncio.gather(*tasks) + done, pending = await asyncio.wait( + tasks, return_when=asyncio.FIRST_COMPLETED) + + for task in pending: + task.cancel() + png_img = None if ipfs_link_legacy in results: png_img = results[ipfs_link_legacy] From 50ae61c7b2b20912b765bda41f6c1169ba7c250e Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 11:06:06 -0300 Subject: [PATCH 31/43] Add default value for autoconf --- skynet/db/functions.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/skynet/db/functions.py b/skynet/db/functions.py index bc759d3..91a493e 100644 --- a/skynet/db/functions.py +++ b/skynet/db/functions.py @@ -43,6 +43,7 @@ CREATE TABLE IF NOT EXISTS skynet.user_config( 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) @@ -172,7 +173,7 @@ async def open_database_connection( ''') if not col_check: - await conn.execute('alter table skynet.user_config add column autoconf boolean;') + await conn.execute('alter table skynet.user_config add column autoconf boolean default true;') async def _db_call(method: str, *args, **kwargs): method = getattr(db, method) From 359e491d1f9be8f52ba2887588f7a15c69fb2ff9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 12:19:46 -0300 Subject: [PATCH 32/43] Fix enqueue cli for img2img also fix worker img2img input get bug --- skynet/cli.py | 12 +++++++++++- skynet/config.py | 1 - skynet/dgpu/network.py | 1 - 3 files changed, 11 insertions(+), 3 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 370cda2..f1b854d 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -102,6 +102,7 @@ def download(): @click.option('--seed', '-S', default=None) @click.option('--upscaler', '-U', default='x4') @click.option('--binary_data', '-b', default='') +@click.option('--strength', '-Z', default=None) def enqueue( reward: str, jobs: int, @@ -124,11 +125,20 @@ def enqueue( if not kwargs['seed']: kwargs['seed'] = random.randint(0, 10e9) + binary = kwargs['binary_data'] + if not kwargs['strength']: + if binary: + raise ValueError('strength -Z param required if binary data passed') + + del kwargs['strength'] + + else: + kwargs['strength'] = float(kwargs['strength']) + req = json.dumps({ 'method': 'diffuse', 'params': kwargs }) - binary = kwargs['binary_data'] res = await cleos.a_push_action( 'telos.gpu', diff --git a/skynet/config.py b/skynet/config.py index 73ee8c3..21cc113 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -31,4 +31,3 @@ def load_key(config: dict, key: str) -> str: def set_hf_vars(hf_token: str, hf_home: str): os.environ['HF_TOKEN'] = hf_token os.environ['HF_HOME'] = hf_home - os.environ['HUGGINGFACE_HUB_CACHE'] = hf_home diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index a029f82..10a9cb8 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -288,7 +288,6 @@ class SkynetGPUConnector: if ipfs_link_legacy in results: png_img = results[ipfs_link_legacy] - png_img = None if ipfs_link in results: png_img = results[ipfs_link] From ee1fdcc5578ccb6e9037e6b8647a6497e0ef7c79 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 16:36:29 -0300 Subject: [PATCH 33/43] Go back to using gather on tg ipfs result getting --- skynet/frontend/telegram/__init__.py | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 550633c..0afd47d 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -266,14 +266,10 @@ class SkynetTelegramFrontend: logging.warning(f'couldn\'t get ipfs binary data at {link}!') tasks = [ - asyncio.create_task(get_and_set_results(ipfs_link)), - asyncio.create_task(get_and_set_results(ipfs_link_legacy)) + get_and_set_results(ipfs_link), + get_and_set_results(ipfs_link_legacy) ] - done, pending = await asyncio.wait( - tasks, return_when=asyncio.FIRST_COMPLETED) - - for task in pending: - task.cancel() + await asyncio.gather(*tasks) png_img = None if ipfs_link_legacy in results: From 3d2069d15132e7b6c6bac9f847a4a29133e08223 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 18:00:18 -0300 Subject: [PATCH 34/43] Simplify pipeline_for function and add the infra needed for diferent io/types than png --- pyproject.toml | 1 - skynet/cli.py | 22 ++--- skynet/constants.py | 28 ++++--- skynet/dgpu/_mp_compute.py | 165 ------------------------------------- skynet/dgpu/compute.py | 67 +++++++++------ skynet/dgpu/daemon.py | 50 +++++------ skynet/dgpu/network.py | 45 ++++++---- skynet/utils.py | 59 +++---------- 8 files changed, 132 insertions(+), 305 deletions(-) delete mode 100644 skynet/dgpu/_mp_compute.py diff --git a/pyproject.toml b/pyproject.toml index 9aa26cf..faa67e2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,7 +15,6 @@ Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} toml = "^0.10.2" -tractor = {git = "https://github.com/goodboy/tractor.git"} [tool.poetry.group.frontend] optional = true diff --git a/skynet/cli.py b/skynet/cli.py index f1b854d..2af6fe7 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -85,7 +85,7 @@ def download(): hf_token = load_key(config, 'skynet.dgpu.hf_token') hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) - utils.download_all_models(hf_token) + utils.download_all_models(hf_token, hf_home) @skynet.command() @click.option( @@ -120,21 +120,21 @@ def enqueue( cleos = CLEOS(None, None, url=node_url, remote=node_url) + binary = kwargs['binary_data'] + if not kwargs['strength']: + if binary: + raise ValueError('strength -Z param required if binary data passed') + + del kwargs['strength'] + + else: + kwargs['strength'] = float(kwargs['strength']) + async def enqueue_n_jobs(): for i in range(jobs): if not kwargs['seed']: kwargs['seed'] = random.randint(0, 10e9) - binary = kwargs['binary_data'] - if not kwargs['strength']: - if binary: - raise ValueError('strength -Z param required if binary data passed') - - del kwargs['strength'] - - else: - kwargs['strength'] = float(kwargs['strength']) - req = json.dumps({ 'method': 'diffuse', 'params': kwargs diff --git a/skynet/constants.py b/skynet/constants.py index 2c89ca0..e04c316 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -5,18 +5,20 @@ VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' MODELS = { - 'prompthero/openjourney': {'short': 'midj', 'mem': 8}, - 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 8}, - 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 8}, - 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 24}, - 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 24}, - 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 8}, - 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 8}, - 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 8}, - 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 8}, - 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 8}, - 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 8}, - 'nousr/robo-diffusion': {'short': 'robot', 'mem': 8} + 'prompthero/openjourney': {'short': 'midj', 'mem': 6}, + 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 6}, + 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 6}, + 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 8.3}, + 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 6}, + 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 6}, + 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 6}, + 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 6}, + 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 6}, + 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 6}, + 'nousr/robo-diffusion': {'short': 'robot', 'mem': 6}, + + # default is always last + 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 8.3}, } SHORT_NAMES = [ @@ -158,7 +160,7 @@ DEFAULT_GUIDANCE = 7.5 DEFAULT_STRENGTH = 0.5 DEFAULT_STEP = 28 DEFAULT_CREDITS = 10 -DEFAULT_MODEL = list(MODELS.keys())[4] +DEFAULT_MODEL = list(MODELS.keys())[-1] DEFAULT_ROLE = 'pleb' DEFAULT_UPSCALER = None diff --git a/skynet/dgpu/_mp_compute.py b/skynet/dgpu/_mp_compute.py deleted file mode 100644 index f28c469..0000000 --- a/skynet/dgpu/_mp_compute.py +++ /dev/null @@ -1,165 +0,0 @@ -#!/usr/bin/python - -import gc -import json -import logging - -from hashlib import sha256 -from diffusers import DiffusionPipeline - -import trio -import torch - -from skynet.constants import DEFAULT_INITAL_MODELS, MODELS -from skynet.dgpu.errors import DGPUComputeError - -from skynet.utils import convert_from_bytes_and_crop, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for - - -def prepare_params_for_diffuse( - params: dict, - binary: bytes | None = None -): - image = None - if binary: - image = convert_from_bytes_and_crop(binary, 512, 512) - - _params = {} - if image: - _params['image'] = image - _params['strength'] = float(params['strength']) - - else: - _params['width'] = int(params['width']) - _params['height'] = int(params['height']) - - return ( - params['prompt'], - float(params['guidance']), - int(params['step']), - torch.manual_seed(int(params['seed'])), - params['upscaler'] if 'upscaler' in params else None, - _params - ) - - -_models = {} - -def is_model_loaded(model_name: str, image: bool): - for model_key, model_data in _models.items(): - if (model_key == model_name and - model_data['image'] == image): - return True - - return False - -def load_model( - model_name: str, - image: bool, - force=False -): - logging.info(f'loading model {model_name}...') - if force or len(_models.keys()) == 0: - pipe = pipeline_for( - model_name, image=image) - - _models[model_name] = { - 'pipe': pipe, - 'generated': 0, - 'image': image - } - - else: - least_used = list(_models.keys())[0] - - for model in _models: - if _models[ - least_used]['generated'] > _models[model]['generated']: - least_used = model - - del _models[least_used] - - logging.info(f'swapping model {least_used} for {model_name}...') - - gc.collect() - torch.cuda.empty_cache() - - pipe = pipeline_for( - model_name, image=image) - - _models[model_name] = { - 'pipe': pipe, - 'generated': 0, - 'image': image - } - - logging.info(f'loaded model {model_name}') - return pipe - -def get_model(model_name: str, image: bool) -> DiffusionPipeline: - if model_name not in MODELS: - raise DGPUComputeError(f'Unknown model {model_name}') - - if not is_model_loaded(model_name, image): - pipe = load_model(model_name, image=image) - - else: - pipe = _models[model_name]['pipe'] - - return pipe - -def _static_compute_one(kwargs: dict): - request_id: int = kwargs['request_id'] - method: str = kwargs['method'] - params: dict = kwargs['params'] - binary: bytes | None = kwargs['binary'] - - def _checkpoint(*args, **kwargs): - trio.from_thread.run(trio.sleep, 0) - - try: - match method: - case 'diffuse': - image = None - - arguments = prepare_params_for_diffuse(params, binary) - prompt, guidance, step, seed, upscaler, extra_params = arguments - model = get_model(params['model'], 'image' in extra_params) - - image = model( - prompt, - guidance_scale=guidance, - num_inference_steps=step, - generator=seed, - callback=_checkpoint, - callback_steps=1, - **extra_params - ).images[0] - - if upscaler == 'x4': - upscaler = init_upscaler() - input_img = image.convert('RGB') - up_img, _ = upscaler.enhance( - convert_from_image_to_cv2(input_img), outscale=4) - - image = convert_from_cv2_to_image(up_img) - - img_raw = convert_from_img_to_bytes(image) - img_sha = sha256(img_raw).hexdigest() - - return img_sha, img_raw - - case _: - raise DGPUComputeError('Unsupported compute method') - - except BaseException as e: - logging.error(e) - raise DGPUComputeError(str(e)) - - finally: - torch.cuda.empty_cache() - - -async def _tractor_static_compute_one(**kwargs): - return await trio.to_thread.run_sync( - _static_compute_one, kwargs) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 13d7681..429218a 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -3,10 +3,11 @@ # Skynet Memory Manager import gc -import json import logging from hashlib import sha256 +import zipfile +from PIL import Image from diffusers import DiffusionPipeline import trio @@ -15,22 +16,29 @@ import torch from skynet.constants import DEFAULT_INITAL_MODELS, MODELS from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled -from skynet.utils import convert_from_bytes_and_crop, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for +from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for -from ._mp_compute import _static_compute_one, _tractor_static_compute_one def prepare_params_for_diffuse( params: dict, - binary: bytes | None = None + input_type: str, + binary = None ): - image = None - if binary: - image = convert_from_bytes_and_crop(binary, 512, 512) - _params = {} - if image: - _params['image'] = image - _params['strength'] = float(params['strength']) + if binary != None: + match input_type: + case 'png': + image = crop_image( + binary, params['width'], params['height']) + + _params['image'] = image + _params['strength'] = float(params['strength']) + + case 'none': + ... + + case _: + raise DGPUComputeError(f'Unknown input_type {input_type}') else: _params['width'] = int(params['width']) @@ -136,6 +144,7 @@ class SkynetMM: request_id: int, method: str, params: dict, + input_type: str = 'png', binary: bytes | None = None ): def maybe_cancel_work(step, *args, **kwargs): @@ -147,16 +156,21 @@ class SkynetMM: maybe_cancel_work(0) + output_type = 'png' + if 'output_type' in params: + output_type = params['output_type'] + + output = None + output_hash = None try: match method: case 'diffuse': - image = None - - arguments = prepare_params_for_diffuse(params, binary) + arguments = prepare_params_for_diffuse( + params, input_type, binary=binary) prompt, guidance, step, seed, upscaler, extra_params = arguments model = self.get_model(params['model'], 'image' in extra_params) - image = model( + output = model( prompt, guidance_scale=guidance, num_inference_steps=step, @@ -166,17 +180,22 @@ class SkynetMM: **extra_params ).images[0] - if upscaler == 'x4': - input_img = image.convert('RGB') - up_img, _ = self.upscaler.enhance( - convert_from_image_to_cv2(input_img), outscale=4) + output_binary = b'' + match output_type: + case 'png': + if upscaler == 'x4': + input_img = output.convert('RGB') + up_img, _ = self.upscaler.enhance( + convert_from_image_to_cv2(input_img), outscale=4) - image = convert_from_cv2_to_image(up_img) + output = convert_from_cv2_to_image(up_img) - img_raw = convert_from_img_to_bytes(image) - img_sha = sha256(img_raw).hexdigest() + output_binary = convert_from_img_to_bytes(output) - return img_sha, img_raw + case _: + raise DGPUComputeError(f'Unsupported output type: {output_type}') + + output_hash = sha256(output_binary).hexdigest() case _: raise DGPUComputeError('Unsupported compute method') @@ -187,3 +206,5 @@ class SkynetMM: finally: torch.cuda.empty_cache() + + return output_hash, output diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 1fc928a..3f0b198 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -9,10 +9,10 @@ from hashlib import sha256 from functools import partial import trio -import tractor +from skynet.constants import MODELS from skynet.dgpu.errors import * -from skynet.dgpu.compute import SkynetMM, _tractor_static_compute_one +from skynet.dgpu.compute import SkynetMM from skynet.dgpu.network import SkynetGPUConnector @@ -97,6 +97,11 @@ class SkynetDGPUDaemon: body = json.loads(req['body']) model = body['params']['model'] + # if model not known + if model not in MODELS: + logging.warning(f'Unknown model {model}') + continue + # if whitelist enabled and model not in it continue if (len(self.model_whitelist) > 0 and not model in self.model_whitelist): @@ -111,7 +116,7 @@ class SkynetDGPUDaemon: statuses = self._snap['requests'][rid] if len(statuses) == 0: - binary = await self.conn.get_input_data(req['binary_data']) + binary, input_type = await self.conn.get_input_data(req['binary_data']) hash_str = ( str(req['nonce']) @@ -134,46 +139,31 @@ class SkynetDGPUDaemon: else: try: + output_type = 'png' + if 'output_type' in body['params']: + output_type = body['params']['output_type'] + + output = None + output_hash = None match self.backend: case 'sync-on-thread': self.mm._should_cancel = self.should_cancel_work - img_sha, img_raw = await trio.to_thread.run_sync( + output_hash, output = await trio.to_thread.run_sync( partial( self.mm.compute_one, rid, - body['method'], body['params'], binary=binary - ) - ) - - case 'tractor': - async def _should_cancel_oracle(): - while True: - await trio.sleep(1) - if (await self.should_cancel_work(rid)): - raise DGPUInferenceCancelled - - async with ( - trio.open_nursery() as trio_n, - tractor.open_nursery() as tractor_n - ): - trio_n.start_soon(_should_cancel_oracle) - portal = await tractor_n.run_in_actor( - _tractor_static_compute_one, - name='tractor-cuda-mp', - request_id=rid, - method=body['method'], - params=body['params'], + body['method'], body['params'], + input_type=input_type, binary=binary ) - img_sha, img_raw = await portal.result() - trio_n.cancel_scope.cancel() + ) case _: raise DGPUComputeError(f'Unsupported backend {self.backend}') - ipfs_hash = await self.conn.publish_on_ipfs(img_raw) + ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - await self.conn.submit_work(rid, request_hash, img_sha, ipfs_hash) + await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) except BaseException as e: traceback.print_exc() diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 10a9cb8..66467a7 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -9,17 +9,19 @@ from pathlib import Path from functools import partial import asks +import numpy import trio import anyio +import torch from PIL import Image, UnidentifiedImageError from leap.cleos import CLEOS from leap.sugar import Checksum256, Name, asset_from_str -from skynet.constants import DEFAULT_DOMAIN -from skynet.dgpu.errors import DGPUComputeError from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file +from skynet.dgpu.errors import DGPUComputeError +from skynet.constants import DEFAULT_DOMAIN REQUEST_UPDATE_TIME = 3 @@ -235,11 +237,19 @@ class SkynetGPUConnector: ) # IPFS helpers - async def publish_on_ipfs(self, raw_img: bytes): + async def publish_on_ipfs(self, raw, typ: str = 'png'): Path('ipfs-staging').mkdir(exist_ok=True) logging.info('publish_on_ipfs') - img = Image.open(io.BytesIO(raw_img)) - img.save('ipfs-staging/image.png') + + target_file = '' + match typ: + case 'png': + raw: Image + target_file = 'ipfs-staging/image.png' + raw.save(target_file) + + case _: + raise ValueError(f'Unsupported output type: {typ}') if self.ipfs_gateway_url: # check peer connections, reconnect to skynet gateway if not @@ -248,16 +258,18 @@ class SkynetGPUConnector: if gateway_id not in [p['Peer'] for p in peers]: await self.ipfs_client.connect(self.ipfs_gateway_url) - file_info = await self.ipfs_client.add(Path('ipfs-staging/image.png')) + file_info = await self.ipfs_client.add(Path(target_file)) file_cid = file_info['Hash'] await self.ipfs_client.pin(file_cid) return file_cid - async def get_input_data(self, ipfs_hash: str) -> bytes: + async def get_input_data(self, ipfs_hash: str) -> tuple[bytes, str]: + input_type = 'none' + if ipfs_hash == '': - return b'' + return b'', input_type results = {} ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' @@ -272,9 +284,10 @@ class SkynetGPUConnector: else: try: - with Image.open(io.BytesIO(res.raw)): - results[link] = res.raw - n.cancel_scope.cancel() + # attempt to decode as image + results[link] = Image.open(io.BytesIO(res.raw)) + input_type = 'png' + n.cancel_scope.cancel() except UnidentifiedImageError: logging.warning(f'couldn\'t get ipfs binary data at {link}!') @@ -284,14 +297,14 @@ class SkynetGPUConnector: n.start_soon( get_and_set_results, ipfs_link_legacy) - png_img = None + input_data = None if ipfs_link_legacy in results: - png_img = results[ipfs_link_legacy] + input_data = results[ipfs_link_legacy] if ipfs_link in results: - png_img = results[ipfs_link] + input_data = results[ipfs_link] - if not png_img: + if input_data == None: raise DGPUComputeError('Couldn\'t gather input data from ipfs') - return png_img + return input_data, input_type diff --git a/skynet/utils.py b/skynet/utils.py index c47fec6..5e88ed8 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -18,15 +18,10 @@ from PIL import Image from basicsr.archs.rrdbnet_arch import RRDBNet from diffusers import ( DiffusionPipeline, - StableDiffusionXLPipeline, - StableDiffusionXLImg2ImgPipeline, - StableDiffusionPipeline, - StableDiffusionImg2ImgPipeline, EulerAncestralDiscreteScheduler ) from realesrgan import RealESRGANer from huggingface_hub import login -from torch.distributions import weibull import trio from .constants import MODELS @@ -56,11 +51,10 @@ def convert_from_img_to_bytes(image: Image, fmt='PNG') -> bytes: return byte_arr.getvalue() -def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: - image = convert_from_bytes_to_img(raw) +def crop_image(image: Image, max_w: int, max_h: int) -> Image: w, h = image.size if w > max_w or h > max_h: - image.thumbnail((512, 512)) + image.thumbnail((max_w, max_h)) return image.convert('RGB') @@ -74,7 +68,6 @@ def pipeline_for( assert torch.cuda.is_available() torch.cuda.empty_cache() - torch.cuda.set_per_process_memory_fraction(mem_fraction) torch.backends.cuda.matmul.allow_tf32 = True torch.backends.cudnn.allow_tf32 = True @@ -89,6 +82,7 @@ def pipeline_for( req_mem = model_info['mem'] mem_gb = torch.cuda.mem_get_info()[1] / (10**9) + mem_gb *= mem_fraction over_mem = mem_gb < req_mem if over_mem: logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..') @@ -96,26 +90,19 @@ def pipeline_for( shortname = model_info['short'] params = { - 'torch_dtype': torch.float16, 'safety_checker': None, - 'cache_dir': cache_dir + 'torch_dtype': torch.float16, + 'cache_dir': cache_dir, + 'variant': 'fp16' } - if shortname == 'stable': - params['revision'] = 'fp16' + match shortname: + case 'stable': + params['revision'] = 'fp16' - if 'xl' in shortname: - if image: - pipe_class = StableDiffusionXLImg2ImgPipeline - else: - pipe_class = StableDiffusionXLPipeline - else: - if image: - pipe_class = StableDiffusionImg2ImgPipeline - else: - pipe_class = StableDiffusionPipeline + torch.cuda.set_per_process_memory_fraction(mem_fraction) - pipe = pipe_class.from_pretrained( + pipe = DiffusionPipeline.from_pretrained( model, **params) pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( @@ -151,12 +138,6 @@ def txt2img( steps: int = 28, seed: Optional[int] = None ): - assert torch.cuda.is_available() - torch.cuda.empty_cache() - torch.cuda.set_per_process_memory_fraction(1.0) - torch.backends.cuda.matmul.allow_tf32 = True - torch.backends.cudnn.allow_tf32 = True - login(token=hf_token) pipe = pipeline_for(model) @@ -184,12 +165,6 @@ def img2img( steps: int = 28, seed: Optional[int] = None ): - assert torch.cuda.is_available() - torch.cuda.empty_cache() - torch.cuda.set_per_process_memory_fraction(1.0) - torch.backends.cuda.matmul.allow_tf32 = True - torch.backends.cudnn.allow_tf32 = True - login(token=hf_token) pipe = pipeline_for(model, image=True) @@ -230,12 +205,6 @@ def upscale( output: str = 'output.png', model_path: str = 'weights/RealESRGAN_x4plus.pth' ): - assert torch.cuda.is_available() - torch.cuda.empty_cache() - torch.cuda.set_per_process_memory_fraction(1.0) - torch.backends.cuda.matmul.allow_tf32 = True - torch.backends.cudnn.allow_tf32 = True - input_img = Image.open(img_path).convert('RGB') upscaler = init_upscaler(model_path=model_path) @@ -258,7 +227,7 @@ async def download_upscaler(): f.write(response.content) print('done') -def download_all_models(hf_token: str): +def download_all_models(hf_token: str, hf_home: str): assert torch.cuda.is_available() trio.run(download_upscaler) @@ -266,6 +235,4 @@ def download_all_models(hf_token: str): login(token=hf_token) for model in MODELS: print(f'DOWNLOADING {model.upper()}') - pipeline_for(model) - print(f'DOWNLOADING IMAGE {model.upper()}') - pipeline_for(model, image=True) + pipeline_for(model, cache_dir=hf_home) From edd6ccc3e1981219e83c7637fad7f2fc2181d16e Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 19:36:52 -0300 Subject: [PATCH 35/43] Add worker benchmark api --- poetry.lock | 450 +++++++++++++++++----------------------- pyproject.toml | 1 + skynet.toml.example | 1 + skynet/dgpu/__init__.py | 13 ++ skynet/dgpu/compute.py | 2 +- skynet/dgpu/daemon.py | 51 ++++- 6 files changed, 249 insertions(+), 269 deletions(-) diff --git a/poetry.lock b/poetry.lock index a9bb3c2..8cb0abd 100644 --- a/poetry.lock +++ b/poetry.lock @@ -51,6 +51,17 @@ files = [ {file = "addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494"}, ] +[[package]] +name = "aiofiles" +version = "23.2.1" +description = "File support for asyncio." +optional = false +python-versions = ">=3.7" +files = [ + {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"}, + {file = "aiofiles-23.2.1.tar.gz", hash = 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a/pyproject.toml b/pyproject.toml index faa67e2..c477734 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,6 +43,7 @@ numba = {version = '0.57.0'} triton = {version = '2.0.0', source = 'torch'} basicsr = {version = '^1.4.2'} xformers = {version = "^0.0.22"} +hypercorn = {version = "^0.14.4"} diffusers = {version = '^0.21.2'} realesrgan = {version = '^0.3.0'} torchvision = {version = '0.15.2+cu118', source = 'torch'} diff --git a/skynet.toml.example b/skynet.toml.example index fa86fb0..97423e3 100644 --- a/skynet.toml.example +++ b/skynet.toml.example @@ -13,6 +13,7 @@ hf_home = 'hf_home' hf_token = 'hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx' auto_withdraw = true non_compete = [] +api_bind = '127.0.0.1:42690' [skynet.telegram] account = 'telegram' diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 51370b1..173dc32 100644 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -2,6 +2,9 @@ import trio +from hypercorn.config import Config +from hypercorn.trio import serve + from skynet.dgpu.compute import SkynetMM from skynet.dgpu.daemon import SkynetDGPUDaemon from skynet.dgpu.network import SkynetGPUConnector @@ -12,6 +15,16 @@ async def open_dgpu_node(config: dict): mm = SkynetMM(config) daemon = SkynetDGPUDaemon(mm, conn, config) + api = None + if 'api_bind' in config: + api_conf = Config() + api_conf.bind = [config['api_bind']] + api = await daemon.generate_api() + async with trio.open_nursery() as n: n.start_soon(daemon.snap_updater_task) + + if api: + n.start_soon(serve, api, api_conf) + await daemon.serve_forever() diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 429218a..de8a7b6 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -176,7 +176,7 @@ class SkynetMM: num_inference_steps=step, generator=seed, callback=maybe_cancel_work, - callback_steps=2, + callback_steps=1, **extra_params ).images[0] diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 3f0b198..7cd68d2 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -3,13 +3,19 @@ import json import random import logging +import time import traceback from hashlib import sha256 +from datetime import datetime from functools import partial import trio -from skynet.constants import MODELS + +from quart import jsonify +from quart_trio import QuartTrio as Quart + +from skynet.constants import MODELS, VERSION from skynet.dgpu.errors import * from skynet.dgpu.compute import SkynetMM @@ -39,6 +45,8 @@ class SkynetDGPUDaemon: if 'auto_withdraw' in config else False ) + self.account = config['account'] + self.non_compete = set() if 'non_compete' in config: self.non_compete = set(config['non_compete']) @@ -61,11 +69,31 @@ class SkynetDGPUDaemon: 'my_results': [] } + self._benchmark = [] + self._last_benchmark = None + self._last_generation_ts = None + + def _get_benchmark_speed(self) -> float: + if not self._last_benchmark: + return 0 + + start = self._last_benchmark[0] + end = self._last_benchmark[-1] + + elapsed = end - start + its = len(self._last_benchmark) + speed = its / elapsed + + logging.info(f'{elapsed} s total its: {its}, at {speed} it/s ') + + return speed + async def should_cancel_work(self, request_id: int): + self._benchmark.append(time.time()) competitors = set([ status['worker'] for status in self._snap['requests'][request_id] - if status['worker'] != self.conn.account + if status['worker'] != self.account ]) return bool(self.non_compete & competitors) @@ -75,6 +103,20 @@ class SkynetDGPUDaemon: self._snap = await self.conn.get_full_queue_snapshot() await trio.sleep(1) + async def generate_api(self): + app = Quart(__name__) + + @app.route('/') + async def health(): + return jsonify( + account=self.account, + version=VERSION, + last_generation_ts=self._last_generation_ts, + last_generation_speed=self._get_benchmark_speed() + ) + + return app + async def serve_forever(self): try: while True: @@ -112,7 +154,7 @@ class SkynetDGPUDaemon: continue my_results = [res['id'] for res in self._snap['my_results']] - if rid not in my_results: + if rid not in my_results and rid in self._snap['requests']: statuses = self._snap['requests'][rid] if len(statuses) == 0: @@ -160,6 +202,9 @@ class SkynetDGPUDaemon: case _: raise DGPUComputeError(f'Unsupported backend {self.backend}') + self._last_generation_ts = datetime.now().isoformat() + self._last_benchmark = self._benchmark + self._benchmark = [] ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) From 20ee6c031775b4ea70ac889e633b3355929c8781 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sun, 8 Oct 2023 20:10:40 -0300 Subject: [PATCH 36/43] Add configurable explorer and ipfs links --- skynet/cli.py | 32 +++++++++++++++-- skynet/constants.py | 3 +- skynet/dgpu/network.py | 10 +++--- skynet/frontend/discord/__init__.py | 52 +++++++++++++++++++++++++--- skynet/frontend/discord/utils.py | 5 +-- skynet/frontend/telegram/__init__.py | 21 ++++++----- skynet/frontend/telegram/utils.py | 5 +-- 7 files changed, 104 insertions(+), 24 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 2af6fe7..9dec928 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -391,6 +391,18 @@ def telegram( ipfs_url = load_key(config, 'skynet.telegram.ipfs_url') + try: + explorer_domain = load_key(config, 'skynet.telegram.explorer_domain') + + except ConfigParsingError: + explorer_domain = DEFAULT_EXPLORER_DOMAIN + + try: + ipfs_domain = load_key(config, 'skynet.telegram.ipfs_domain') + + except ConfigParsingError: + ipfs_domain = DEFAULT_IPFS_DOMAIN + async def _async_main(): frontend = SkynetTelegramFrontend( tg_token, @@ -401,7 +413,9 @@ def telegram( db_host, db_user, db_pass, ipfs_url, remote_ipfs_node=ipfs_gateway_url, - key=key + key=key, + explorer_domain=explorer_domain, + ipfs_domain=ipfs_domain ) async with frontend.open(): @@ -442,6 +456,18 @@ def discord( ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url') ipfs_url = load_key(config, 'skynet.discord.ipfs_url') + try: + explorer_domain = load_key(config, 'skynet.discord.explorer_domain') + + except ConfigParsingError: + explorer_domain = DEFAULT_EXPLORER_DOMAIN + + try: + ipfs_domain = load_key(config, 'skynet.discord.ipfs_domain') + + except ConfigParsingError: + ipfs_domain = DEFAULT_IPFS_DOMAIN + async def _async_main(): frontend = SkynetDiscordFrontend( # dc_token, @@ -452,7 +478,9 @@ def discord( db_host, db_user, db_pass, ipfs_url, remote_ipfs_node=ipfs_gateway_url, - key=key + key=key, + explorer_domain=explorer_domain, + ipfs_domain=ipfs_domain ) async with frontend.open(): diff --git a/skynet/constants.py b/skynet/constants.py index e04c316..07412a4 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -183,7 +183,8 @@ CONFIG_ATTRS = [ 'upscaler' ] -DEFAULT_DOMAIN = 'skygpu.net' +DEFAULT_EXPLORER_DOMAIN = 'explorer.skygpu.net' +DEFAULT_IPFS_DOMAIN = 'ipfs.skygpu.net' DEFAULT_IPFS_REMOTE = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' DEFAULT_IPFS_LOCAL = 'http://127.0.0.1:5001' diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 66467a7..276d187 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -9,19 +9,17 @@ from pathlib import Path from functools import partial import asks -import numpy import trio import anyio -import torch from PIL import Image, UnidentifiedImageError from leap.cleos import CLEOS from leap.sugar import Checksum256, Name, asset_from_str +from skynet.constants import DEFAULT_IPFS_DOMAIN from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file from skynet.dgpu.errors import DGPUComputeError -from skynet.constants import DEFAULT_DOMAIN REQUEST_UPDATE_TIME = 3 @@ -61,6 +59,10 @@ class SkynetGPUConnector: self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url) + self.ipfs_domain = DEFAULT_IPFS_DOMAIN + if 'ipfs_domain' in config: + self.ipfs_domain = config['ipfs_domain'] + self._wip_requests = {} # blockchain helpers @@ -272,7 +274,7 @@ class SkynetGPUConnector: return b'', input_type results = {} - ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' + ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' ipfs_link_legacy = ipfs_link + '/image.png' async with trio.open_nursery() as n: diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 22c004b..b083942 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -45,7 +45,9 @@ class SkynetDiscordFrontend: db_pass: str, ipfs_url: str, remote_ipfs_node: str, - key: str + key: str, + explorer_domain: str, + ipfs_domain: str ): # self.token = token self.account = account @@ -58,6 +60,8 @@ class SkynetDiscordFrontend: self.ipfs_url = ipfs_url self.remote_ipfs_node = remote_ipfs_node self.key = key + self.explorer_domain = explorer_domain + self.ipfs_domain = ipfs_domain self.bot = DiscordBot(self) self.cleos = CLEOS(None, None, url=node_url, remote=node_url) @@ -169,7 +173,7 @@ class SkynetDiscordFrontend: return False enqueue_tx_id = res['transaction_id'] - enqueue_tx_link = f'[**Your request on Skynet Explorer**](https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{enqueue_tx_id})' + enqueue_tx_link = f'[**Your request on Skynet Explorer**](https://{self.explorer_domain}/v2/explore/transaction/{enqueue_tx_id})' msg_text += f'**broadcasted!** \n{enqueue_tx_link}\n[{timestamp_pretty()}] *workers are processing request...* ' embed = discord.Embed( @@ -241,8 +245,48 @@ class SkynetDiscordFrontend: await message.edit(embed=embed) # attempt to get the image and send it - ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}/image.png' - resp = await get_ipfs_file(ipfs_link) + results = {} + ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' + ipfs_link_legacy = ipfs_link + '/image.png' + + async def get_and_set_results(link: str): + res = await get_ipfs_file(link) + logging.info(f'got response from {link}') + if not res or res.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') + + else: + try: + with Image.open(io.BytesIO(res.raw)) as image: + tmp_buf = io.BytesIO() + image.save(tmp_buf, format='PNG') + png_img = tmp_buf.getvalue() + results[link] = png_img + + except UnidentifiedImageError: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') + + tasks = [ + get_and_set_results(ipfs_link), + get_and_set_results(ipfs_link_legacy) + ] + await asyncio.gather(*tasks) + + png_img = None + if ipfs_link_legacy in results: + png_img = results[ipfs_link_legacy] + + if ipfs_link in results: + png_img = results[ipfs_link] + + if not png_img: + await self.update_status_message( + status_msg, + caption, + reply_markup=build_redo_menu(), + parse_mode='HTML' + ) + return True # reword this function, may not need caption caption, embed = generate_reply_caption( diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index 5e6522d..6156384 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -81,11 +81,12 @@ def generate_reply_caption( params: dict, tx_hash: str, worker: str, - reward: str + reward: str, + explorer_domain: str ): explorer_link = discord.Embed( title='[SKYNET Transaction Explorer]', - url=f'https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{tx_hash}', + url=f'https://{explorer_domain}/v2/explore/transaction/{tx_hash}', color=discord.Color.blue()) meta_info = prepare_metainfo_caption(user, worker, reward, params, explorer_link) diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 0afd47d..14f8c6b 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -10,17 +10,17 @@ from json import JSONDecodeError from decimal import Decimal from hashlib import sha256 from datetime import datetime -from contextlib import ExitStack, AsyncExitStack +from contextlib import AsyncExitStack from contextlib import asynccontextmanager as acm from leap.cleos import CLEOS from leap.sugar import Name, asset_from_str, collect_stdout from leap.hyperion import HyperionAPI -from telebot.types import InputMediaPhoto +from telebot.types import InputMediaPhoto from telebot.async_telebot import AsyncTeleBot -from skynet.db import open_new_database, open_database_connection +from skynet.db import open_database_connection from skynet.ipfs import get_ipfs_file, AsyncIPFSHTTP from skynet.constants import * @@ -44,7 +44,9 @@ class SkynetTelegramFrontend: db_pass: str, ipfs_node: str, remote_ipfs_node: str | None, - key: str + key: str, + explorer_domain: str, + ipfs_domain: str ): self.token = token self.account = account @@ -56,6 +58,8 @@ class SkynetTelegramFrontend: self.db_pass = db_pass self.remote_ipfs_node = remote_ipfs_node self.key = key + self.explorer_domain = explorer_domain + self.ipfs_domain = ipfs_domain self.bot = AsyncTeleBot(token, exception_handler=SKYExceptionHandler) self.cleos = CLEOS(None, None, url=node_url, remote=node_url) @@ -161,7 +165,7 @@ class SkynetTelegramFrontend: enqueue_tx_id = res['transaction_id'] enqueue_tx_link = hlink( 'Your request on Skynet Explorer', - f'https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{enqueue_tx_id}' + f'https://{self.explorer_domain}/v2/explore/transaction/{enqueue_tx_id}' ) await self.append_status_message( @@ -222,7 +226,7 @@ class SkynetTelegramFrontend: tx_link = hlink( 'Your result on Skynet Explorer', - f'https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{tx_hash}' + f'https://{self.explorer_domain}/v2/explore/transaction/{tx_hash}' ) await self.append_status_message( @@ -234,11 +238,11 @@ class SkynetTelegramFrontend: ) caption = generate_reply_caption( - user, params, tx_hash, worker, reward) + user, params, tx_hash, worker, reward, self.explorer_domain) # attempt to get the image and send it results = {} - ipfs_link = f'https://ipfs.{DEFAULT_DOMAIN}/ipfs/{ipfs_hash}' + ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' ipfs_link_legacy = ipfs_link + '/image.png' async def get_and_set_results(link: str): @@ -278,7 +282,6 @@ class SkynetTelegramFrontend: if ipfs_link in results: png_img = results[ipfs_link] - if not png_img: await self.update_status_message( status_msg, diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py index ad08bba..01a2a9b 100644 --- a/skynet/frontend/telegram/utils.py +++ b/skynet/frontend/telegram/utils.py @@ -67,11 +67,12 @@ def generate_reply_caption( params: dict, tx_hash: str, worker: str, - reward: str + reward: str, + explorer_domain: str ): explorer_link = hlink( 'SKYNET Transaction Explorer', - f'https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{tx_hash}' + f'https://explorer.{explorer_domain}/v2/explore/transaction/{tx_hash}' ) meta_info = prepare_metainfo_caption(tguser, worker, reward, params) From 409df99a2c86858e0896b67df262b97d8010e586 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 07:39:23 -0300 Subject: [PATCH 37/43] Add frontend container & run instructions --- README.md | 25 +++++++++++++++++++++++++ build_docker.sh | 8 ++++++++ docker/Dockerfile.runtime | 14 ++++++++++++-- docker/Dockerfile.runtime+frontend | 25 +++++++++++++++++++++++++ push_docker.sh | 5 +++++ 5 files changed, 75 insertions(+), 2 deletions(-) create mode 100644 docker/Dockerfile.runtime+frontend create mode 100755 push_docker.sh diff --git a/README.md b/README.md index 68538e3..bbdf5c0 100644 --- a/README.md +++ b/README.md @@ -37,6 +37,31 @@ skynet run dgpu ### dockerized install +## frontend + +system dependencies: +- `docker` + +``` +# create and edit config from template +cp skynet.toml.example skynet.toml + +# pull runtime container +docker pull guilledk/skynet:runtime-frontend + +# run telegram bot +docker run \ + -it \ + --rm \ + --network host \ + --name skynet-telegram \ + --mount type=bind,source="$(pwd)",target=/root/target \ + guilledk/skynet:runtime-frontend \ + skynet run telegram --db-pass PASSWORD --db-user USER --db-host HOST +``` + +## worker + system dependencies: - `docker` with gpu enabled diff --git a/build_docker.sh b/build_docker.sh index 8ca9905..66f7b5f 100755 --- a/build_docker.sh +++ b/build_docker.sh @@ -9,3 +9,11 @@ docker build \ docker build \ -t guilledk/skynet:runtime-cuda \ -f docker/Dockerfile.runtime+cuda-py311 . + +docker build \ + -t guilledk/skynet:runtime-frontend \ + -f docker/Dockerfile.runtime+frontend . + +docker build \ + -t guilledk/skynet:runtime \ + -f docker/Dockerfile.runtime . diff --git a/docker/Dockerfile.runtime b/docker/Dockerfile.runtime index 6f2f141..64a571c 100644 --- a/docker/Dockerfile.runtime +++ b/docker/Dockerfile.runtime @@ -2,7 +2,8 @@ from python:3.11 env DEBIAN_FRONTEND=noninteractive -run apt-get update && apt-get install -y git +run apt-get update && apt-get install -y \ + git run curl -sSL https://install.python-poetry.org | python3 - @@ -12,4 +13,13 @@ copy . /skynet workdir /skynet -run poetry install -v +env POETRY_VIRTUALENVS_PATH /skynet/.venv + +run poetry install + +workdir /root/target + +copy docker/entrypoint.sh /entrypoint.sh +entrypoint ["/entrypoint.sh"] + +cmd ["skynet", "--help"] diff --git a/docker/Dockerfile.runtime+frontend b/docker/Dockerfile.runtime+frontend new file mode 100644 index 0000000..2b92dd6 --- /dev/null +++ b/docker/Dockerfile.runtime+frontend @@ -0,0 +1,25 @@ +from python:3.11 + +env DEBIAN_FRONTEND=noninteractive + +run apt-get update && apt-get install -y \ + git + +run curl -sSL https://install.python-poetry.org | python3 - + +env PATH "/root/.local/bin:$PATH" + +copy . /skynet + +workdir /skynet + +env POETRY_VIRTUALENVS_PATH /skynet/.venv + +run poetry install --with=frontend -v + +workdir /root/target + +copy docker/entrypoint.sh /entrypoint.sh +entrypoint ["/entrypoint.sh"] + +cmd ["skynet", "--help"] diff --git a/push_docker.sh b/push_docker.sh new file mode 100755 index 0000000..8d1e30d --- /dev/null +++ b/push_docker.sh @@ -0,0 +1,5 @@ +docker push guilledk/skynet:runtime +docker push guilledk/skynet:runtime-frontend +docker push guilledk/skynet:runtime-cuda-py310 +docker push guilledk/skynet:runtime-cuda-py311 +docker push guilledk/skynet:runtime-cuda From f106c557f5fd7f0f09fe2b8a3c47bd32b5a88326 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 07:43:57 -0300 Subject: [PATCH 38/43] Fix readme --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index bbdf5c0..379672e 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,6 @@ # skynet ### decentralized compute platform -To launch a worker: - ### native install system dependencies: From 0a6d52ffafe370fef034b8b9405bf92fafbb9591 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 07:50:39 -0300 Subject: [PATCH 39/43] Fix missing quart dep --- poetry.lock | 2 +- pyproject.toml | 8 +++++--- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 8cb0abd..82832c8 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3832,4 +3832,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "a73740d3016e2a9c73faf9550ad289da966143744ba9d4b63d867ae5e506e0be" +content-hash = "a316c6301222d02caa229225b366545c9da1d60032476e4163e0e30f3faf607d" diff --git a/pyproject.toml b/pyproject.toml index c477734..9a33d8f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,7 +14,7 @@ asks = '^3.0.0' Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} -toml = "^0.10.2" +toml = '^0.10.2' [tool.poetry.group.frontend] optional = true @@ -40,12 +40,14 @@ optional = true torch = {version = '2.0.1+cu118', source = 'torch'} scipy = {version = '^1.11.2'} numba = {version = '0.57.0'} +quart = {version = '^0.19.3'} triton = {version = '2.0.0', source = 'torch'} basicsr = {version = '^1.4.2'} -xformers = {version = "^0.0.22"} -hypercorn = {version = "^0.14.4"} +xformers = {version = '^0.0.22'} +hypercorn = {version = '^0.14.4'} diffusers = {version = '^0.21.2'} realesrgan = {version = '^0.3.0'} +quart-trio = {version = '^0.11.0'} torchvision = {version = '0.15.2+cu118', source = 'torch'} accelerate = {version = '^0.23.0'} transformers = {version = '^4.33.2'} From 3f780d6103845fa180eb8a9b3a440d279270967e Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 08:42:09 -0300 Subject: [PATCH 40/43] Add logo to readme --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 379672e..1bc52df 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,7 @@ # skynet +
+ +
### decentralized compute platform ### native install From 1222e11c16b1f4da008e8dc0a8324d2482867476 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 08:50:36 -0300 Subject: [PATCH 41/43] Move docker related scripts to docker dir --- build_docker.sh => docker/build_docker.sh | 33 ++++++++++++----------- push_docker.sh => docker/push_docker.sh | 4 +-- 2 files changed, 19 insertions(+), 18 deletions(-) rename build_docker.sh => docker/build_docker.sh (56%) rename push_docker.sh => docker/push_docker.sh (100%) diff --git a/build_docker.sh b/docker/build_docker.sh similarity index 56% rename from build_docker.sh rename to docker/build_docker.sh index 66f7b5f..01c9b6c 100755 --- a/build_docker.sh +++ b/docker/build_docker.sh @@ -1,19 +1,20 @@ -docker build \ - -t guilledk/skynet:runtime-cuda-py310 \ - -f docker/Dockerfile.runtime+cuda-py310 . - -docker build \ - -t guilledk/skynet:runtime-cuda-py311 \ - -f docker/Dockerfile.runtime+cuda-py311 . - -docker build \ - -t guilledk/skynet:runtime-cuda \ - -f docker/Dockerfile.runtime+cuda-py311 . - -docker build \ - -t guilledk/skynet:runtime-frontend \ - -f docker/Dockerfile.runtime+frontend . docker build \ -t guilledk/skynet:runtime \ - -f docker/Dockerfile.runtime . + -f Dockerfile.runtime . + +docker build \ + -t guilledk/skynet:runtime-frontend \ + -f Dockerfile.runtime+frontend . + +docker build \ + -t guilledk/skynet:runtime-cuda-py311 \ + -f Dockerfile.runtime+cuda-py311 . + +docker build \ + -t guilledk/skynet:runtime-cuda \ + -f Dockerfile.runtime+cuda-py311 . + +docker build \ + -t guilledk/skynet:runtime-cuda-py310 \ + -f Dockerfile.runtime+cuda-py310 . diff --git a/push_docker.sh b/docker/push_docker.sh similarity index 100% rename from push_docker.sh rename to docker/push_docker.sh index 8d1e30d..b598367 100755 --- a/push_docker.sh +++ b/docker/push_docker.sh @@ -1,5 +1,5 @@ docker push guilledk/skynet:runtime docker push guilledk/skynet:runtime-frontend -docker push guilledk/skynet:runtime-cuda-py310 -docker push guilledk/skynet:runtime-cuda-py311 docker push guilledk/skynet:runtime-cuda +docker push guilledk/skynet:runtime-cuda-py311 +docker push guilledk/skynet:runtime-cuda-py310 From d9df50ad636d606acb9bb0bfbefb33426b03cd68 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 9 Oct 2023 08:52:04 -0300 Subject: [PATCH 42/43] Minor readme tweaks --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 1bc52df..63218b4 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,8 @@
-### decentralized compute platform + +## decentralized compute platform ### native install From 8ddbf65d9f69196dd378679a5bbfd667a179f838 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 12 Oct 2023 10:20:19 -0300 Subject: [PATCH 43/43] Update pinner to new apis --- skynet/ipfs/pinner.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index 146517f..f3a51f9 100644 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -85,9 +85,9 @@ class SkynetPinner: for _ in range(6): try: with trio.move_on_after(5): - resp = await self.ipfs_http.pin(cid) - if resp.status_code != 200: - logging.error(f'error pinning {cid}:\n{resp.text}') + pins = await self.ipfs_http.pin(cid) + if cid not in pins: + logging.error(f'error pinning {cid}') del self._pinned[cid] else: