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Use leap as network + auth layer, we decentarlized now

add-txt2txt-models
Guillermo Rodriguez 2023-05-22 06:10:51 -03:00
parent 79901c85ca
commit 0b312ff961
No known key found for this signature in database
GPG Key ID: EC3AB66D5D83B392
50 changed files with 5631 additions and 2143 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

4
build_docker.sh
View File

@ -1,7 +1,7 @@
docker build \
-t skynet:runtime-cuda \
-f Dockerfile.runtime+cuda .
-f docker/Dockerfile.runtime+cuda .
docker build \
-t skynet:runtime \
-f Dockerfile.runtime .
-f docker/Dockerfile.runtime .

33
certs/brain.cert
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@ -1,33 +0,0 @@
-----BEGIN CERTIFICATE-----
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pr+cfDu7erTLH+GG5ZROrILf4929Jd7OF4a0nHUnZcycBS0CjGHVHA==
-----END CERTIFICATE-----

52
certs/testing.key
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@ -1,52 +0,0 @@
-----BEGIN PRIVATE KEY-----
MIIJQgIBADANBgkqhkiG9w0BAQEFAASCCSwwggkoAgEAAoICAQCyAuCwwnoENeYe
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-----END PRIVATE KEY-----

33
certs/whitelist/testing.cert
View File

@ -1,33 +0,0 @@
-----BEGIN CERTIFICATE-----
MIIFxDCCA6wCAQIwDQYJKoZIhvcNAQENBQAwgacxCzAJBgNVBAYTAlVZMRMwEQYD
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-----END CERTIFICATE-----

0
Dockerfile.runtime → docker/Dockerfile.runtime
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0
Dockerfile.runtime+cuda → docker/Dockerfile.runtime+cuda
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22
docker/leap-skynet-4.0.0/Dockerfile 100644
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@ -0,0 +1,22 @@
FROM ubuntu:22.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y wget
# install eosio tools
RUN wget https://github.com/AntelopeIO/leap/releases/download/v4.0.0/leap_4.0.0-ubuntu22.04_amd64.deb
RUN apt-get install -y ./leap_4.0.0-ubuntu22.04_amd64.deb
RUN mkdir -p /root/nodeos
WORKDIR /root/nodeos
COPY config.ini config.ini
COPY contracts contracts
COPY genesis genesis
EXPOSE 42000
EXPOSE 29876
EXPOSE 39999
CMD sleep 9999999999

52
docker/leap-skynet-4.0.0/config.ini 100644
View File

@ -0,0 +1,52 @@
agent-name = Telos Skynet Testnet
wasm-runtime = eos-vm-jit
eos-vm-oc-compile-threads = 4
eos-vm-oc-enable = true
chain-state-db-size-mb = 65536
enable-account-queries = true
http-server-address = 0.0.0.0:42000
access-control-allow-origin = *
contracts-console = true
http-validate-host = false
p2p-listen-endpoint = 0.0.0.0:29876
p2p-server-address = 0.0.0.0:29876
verbose-http-errors = true
state-history-endpoint = 0.0.0.0:39999
trace-history = true
chain-state-history = true
trace-history-debug-mode = true
state-history-dir = state-history
sync-fetch-span = 1600
max-clients = 250
signature-provider = EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1=KEY:5JnvSc6pewpHHuUHwvbJopsew6AKwiGnexwDRc2Pj2tbdw6iML9
disable-subjective-billing = true
max-transaction-time = 500
read-only-read-window-time-us = 600000
abi-serializer-max-time-ms = 2000000
p2p-max-nodes-per-host = 1
connection-cleanup-period = 30
allowed-connection = any
http-max-response-time-ms = 100000
max-body-size = 10000000
enable-stale-production = true
plugin = eosio::http_plugin
plugin = eosio::chain_plugin
plugin = eosio::chain_api_plugin
plugin = eosio::net_api_plugin
plugin = eosio::net_plugin
plugin = eosio::producer_plugin
plugin = eosio::producer_api_plugin
plugin = eosio::state_history_plugin

360
docker/leap-skynet-4.0.0/contracts/eosio.msig/eosio.msig.abi 100644
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@ -0,0 +1,360 @@
{
"____comment": "This file was generated with eosio-abigen. DO NOT EDIT Thu Apr 14 07:49:43 2022",
"version": "eosio::abi/1.1",
"structs": [
{
"name": "action",
"base": "",
"fields": [
{
"name": "account",
"type": "name"
},
{
"name": "name",
"type": "name"
},
{
"name": "authorization",
"type": "permission_level[]"
},
{
"name": "data",
"type": "bytes"
}
]
},
{
"name": "approval",
"base": "",
"fields": [
{
"name": "level",
"type": "permission_level"
},
{
"name": "time",
"type": "time_point"
}
]
},
{
"name": "approvals_info",
"base": "",
"fields": [
{
"name": "version",
"type": "uint8"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "requested_approvals",
"type": "approval[]"
},
{
"name": "provided_approvals",
"type": "approval[]"
}
]
},
{
"name": "approve",
"base": "",
"fields": [
{
"name": "proposer",
"type": "name"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "level",
"type": "permission_level"
},
{
"name": "proposal_hash",
"type": "checksum256$"
}
]
},
{
"name": "cancel",
"base": "",
"fields": [
{
"name": "proposer",
"type": "name"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "canceler",
"type": "name"
}
]
},
{
"name": "exec",
"base": "",
"fields": [
{
"name": "proposer",
"type": "name"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "executer",
"type": "name"
}
]
},
{
"name": "extension",
"base": "",
"fields": [
{
"name": "type",
"type": "uint16"
},
{
"name": "data",
"type": "bytes"
}
]
},
{
"name": "invalidate",
"base": "",
"fields": [
{
"name": "account",
"type": "name"
}
]
},
{
"name": "invalidation",
"base": "",
"fields": [
{
"name": "account",
"type": "name"
},
{
"name": "last_invalidation_time",
"type": "time_point"
}
]
},
{
"name": "old_approvals_info",
"base": "",
"fields": [
{
"name": "proposal_name",
"type": "name"
},
{
"name": "requested_approvals",
"type": "permission_level[]"
},
{
"name": "provided_approvals",
"type": "permission_level[]"
}
]
},
{
"name": "permission_level",
"base": "",
"fields": [
{
"name": "actor",
"type": "name"
},
{
"name": "permission",
"type": "name"
}
]
},
{
"name": "proposal",
"base": "",
"fields": [
{
"name": "proposal_name",
"type": "name"
},
{
"name": "packed_transaction",
"type": "bytes"
}
]
},
{
"name": "propose",
"base": "",
"fields": [
{
"name": "proposer",
"type": "name"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "requested",
"type": "permission_level[]"
},
{
"name": "trx",
"type": "transaction"
}
]
},
{
"name": "transaction",
"base": "transaction_header",
"fields": [
{
"name": "context_free_actions",
"type": "action[]"
},
{
"name": "actions",
"type": "action[]"
},
{
"name": "transaction_extensions",
"type": "extension[]"
}
]
},
{
"name": "transaction_header",
"base": "",
"fields": [
{
"name": "expiration",
"type": "time_point_sec"
},
{
"name": "ref_block_num",
"type": "uint16"
},
{
"name": "ref_block_prefix",
"type": "uint32"
},
{
"name": "max_net_usage_words",
"type": "varuint32"
},
{
"name": "max_cpu_usage_ms",
"type": "uint8"
},
{
"name": "delay_sec",
"type": "varuint32"
}
]
},
{
"name": "unapprove",
"base": "",
"fields": [
{
"name": "proposer",
"type": "name"
},
{
"name": "proposal_name",
"type": "name"
},
{
"name": "level",
"type": "permission_level"
}
]
}
],
"types": [],
"actions": [
{
"name": "approve",
"type": "approve",
"ricardian_contract": ""
},
{
"name": "cancel",
"type": "cancel",
"ricardian_contract": ""
},
{
"name": "exec",
"type": "exec",
"ricardian_contract": ""
},
{
"name": "invalidate",
"type": "invalidate",
"ricardian_contract": ""
},
{
"name": "propose",
"type": "propose",
"ricardian_contract": ""
},
{
"name": "unapprove",
"type": "unapprove",
"ricardian_contract": ""
}
],
"tables": [
{
"name": "approvals",
"type": "old_approvals_info",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "approvals2",
"type": "approvals_info",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "invals",
"type": "invalidation",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "proposal",
"type": "proposal",
"index_type": "i64",
"key_names": [],
"key_types": []
}
],
"ricardian_clauses": [],
"variants": [],
"abi_extensions": []
}

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@ -0,0 +1,185 @@
{
"____comment": "This file was generated with eosio-abigen. DO NOT EDIT ",
"version": "eosio::abi/1.1",
"types": [],
"structs": [
{
"name": "account",
"base": "",
"fields": [
{
"name": "balance",
"type": "asset"
}
]
},
{
"name": "close",
"base": "",
"fields": [
{
"name": "owner",
"type": "name"
},
{
"name": "symbol",
"type": "symbol"
}
]
},
{
"name": "create",
"base": "",
"fields": [
{
"name": "issuer",
"type": "name"
},
{
"name": "maximum_supply",
"type": "asset"
}
]
},
{
"name": "currency_stats",
"base": "",
"fields": [
{
"name": "supply",
"type": "asset"
},
{
"name": "max_supply",
"type": "asset"
},
{
"name": "issuer",
"type": "name"
}
]
},
{
"name": "issue",
"base": "",
"fields": [
{
"name": "to",
"type": "name"
},
{
"name": "quantity",
"type": "asset"
},
{
"name": "memo",
"type": "string"
}
]
},
{
"name": "open",
"base": "",
"fields": [
{
"name": "owner",
"type": "name"
},
{
"name": "symbol",
"type": "symbol"
},
{
"name": "ram_payer",
"type": "name"
}
]
},
{
"name": "retire",
"base": "",
"fields": [
{
"name": "quantity",
"type": "asset"
},
{
"name": "memo",
"type": "string"
}
]
},
{
"name": "transfer",
"base": "",
"fields": [
{
"name": "from",
"type": "name"
},
{
"name": "to",
"type": "name"
},
{
"name": "quantity",
"type": "asset"
},
{
"name": "memo",
"type": "string"
}
]
}
],
"actions": [
{
"name": "close",
"type": "close",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Close Token Balance\nsummary: 'Close {{nowrap owner}}’s zero quantity balance'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/token.png#207ff68b0406eaa56618b08bda81d6a0954543f36adc328ab3065f31a5c5d654\n---\n\n{{owner}} agrees to close their zero quantity balance for the {{symbol_to_symbol_code symbol}} token.\n\nRAM will be refunded to the RAM payer of the {{symbol_to_symbol_code symbol}} token balance for {{owner}}."
},
{
"name": "create",
"type": "create",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Create New Token\nsummary: 'Create a new token'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/token.png#207ff68b0406eaa56618b08bda81d6a0954543f36adc328ab3065f31a5c5d654\n---\n\n{{$action.account}} agrees to create a new token with symbol {{asset_to_symbol_code maximum_supply}} to be managed by {{issuer}}.\n\nThis action will not result any any tokens being issued into circulation.\n\n{{issuer}} will be allowed to issue tokens into circulation, up to a maximum supply of {{maximum_supply}}.\n\nRAM will deducted from {{$action.account}}’s resources to create the necessary records."
},
{
"name": "issue",
"type": "issue",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Issue Tokens into Circulation\nsummary: 'Issue {{nowrap quantity}} into circulation and transfer into {{nowrap to}}’s account'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/token.png#207ff68b0406eaa56618b08bda81d6a0954543f36adc328ab3065f31a5c5d654\n---\n\nThe token manager agrees to issue {{quantity}} into circulation, and transfer it into {{to}}’s account.\n\n{{#if memo}}There is a memo attached to the transfer stating:\n{{memo}}\n{{/if}}\n\nIf {{to}} does not have a balance for {{asset_to_symbol_code quantity}}, or the token manager does not have a balance for {{asset_to_symbol_code quantity}}, the token manager will be designated as the RAM payer of the {{asset_to_symbol_code quantity}} token balance for {{to}}. As a result, RAM will be deducted from the token manager’s resources to create the necessary records.\n\nThis action does not allow the total quantity to exceed the max allowed supply of the token."
},
{
"name": "open",
"type": "open",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Open Token Balance\nsummary: 'Open a zero quantity balance for {{nowrap owner}}'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/token.png#207ff68b0406eaa56618b08bda81d6a0954543f36adc328ab3065f31a5c5d654\n---\n\n{{ram_payer}} agrees to establish a zero quantity balance for {{owner}} for the {{symbol_to_symbol_code symbol}} token.\n\nIf {{owner}} does not have a balance for {{symbol_to_symbol_code symbol}}, {{ram_payer}} will be designated as the RAM payer of the {{symbol_to_symbol_code symbol}} token balance for {{owner}}. As a result, RAM will be deducted from {{ram_payer}}’s resources to create the necessary records."
},
{
"name": "retire",
"type": "retire",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Remove Tokens from Circulation\nsummary: 'Remove {{nowrap quantity}} from circulation'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/token.png#207ff68b0406eaa56618b08bda81d6a0954543f36adc328ab3065f31a5c5d654\n---\n\nThe token manager agrees to remove {{quantity}} from circulation, taken from their own account.\n\n{{#if memo}} There is a memo attached to the action stating:\n{{memo}}\n{{/if}}"
},
{
"name": "transfer",
"type": "transfer",
"ricardian_contract": "---\nspec_version: \"0.2.0\"\ntitle: Transfer Tokens\nsummary: 'Send {{nowrap quantity}} from {{nowrap from}} to {{nowrap to}}'\nicon: http://127.0.0.1/ricardian_assets/eosio.contracts/icons/transfer.png#5dfad0df72772ee1ccc155e670c1d124f5c5122f1d5027565df38b418042d1dd\n---\n\n{{from}} agrees to send {{quantity}} to {{to}}.\n\n{{#if memo}}There is a memo attached to the transfer stating:\n{{memo}}\n{{/if}}\n\nIf {{from}} is not already the RAM payer of their {{asset_to_symbol_code quantity}} token balance, {{from}} will be designated as such. As a result, RAM will be deducted from {{from}}’s resources to refund the original RAM payer.\n\nIf {{to}} does not have a balance for {{asset_to_symbol_code quantity}}, {{from}} will be designated as the RAM payer of the {{asset_to_symbol_code quantity}} token balance for {{to}}. As a result, RAM will be deducted from {{from}}’s resources to create the necessary records."
}
],
"tables": [
{
"name": "accounts",
"type": "account",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "stat",
"type": "currency_stats",
"index_type": "i64",
"key_names": [],
"key_types": []
}
],
"ricardian_clauses": [],
"variants": []
}

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@ -0,0 +1,130 @@
{
"____comment": "This file was generated with eosio-abigen. DO NOT EDIT Thu Apr 14 07:49:40 2022",
"version": "eosio::abi/1.1",
"structs": [
{
"name": "action",
"base": "",
"fields": [
{
"name": "account",
"type": "name"
},
{
"name": "name",
"type": "name"
},
{
"name": "authorization",
"type": "permission_level[]"
},
{
"name": "data",
"type": "bytes"
}
]
},
{
"name": "exec",
"base": "",
"fields": [
{
"name": "executer",
"type": "name"
},
{
"name": "trx",
"type": "transaction"
}
]
},
{
"name": "extension",
"base": "",
"fields": [
{
"name": "type",
"type": "uint16"
},
{
"name": "data",
"type": "bytes"
}
]
},
{
"name": "permission_level",
"base": "",
"fields": [
{
"name": "actor",
"type": "name"
},
{
"name": "permission",
"type": "name"
}
]
},
{
"name": "transaction",
"base": "transaction_header",
"fields": [
{
"name": "context_free_actions",
"type": "action[]"
},
{
"name": "actions",
"type": "action[]"
},
{
"name": "transaction_extensions",
"type": "extension[]"
}
]
},
{
"name": "transaction_header",
"base": "",
"fields": [
{
"name": "expiration",
"type": "time_point_sec"
},
{
"name": "ref_block_num",
"type": "uint16"
},
{
"name": "ref_block_prefix",
"type": "uint32"
},
{
"name": "max_net_usage_words",
"type": "varuint32"
},
{
"name": "max_cpu_usage_ms",
"type": "uint8"
},
{
"name": "delay_sec",
"type": "varuint32"
}
]
}
],
"types": [],
"actions": [
{
"name": "exec",
"type": "exec",
"ricardian_contract": ""
}
],
"tables": [],
"ricardian_clauses": [],
"variants": [],
"abi_extensions": []
}

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docker/leap-skynet-4.0.0/genesis/skynet.json 100644
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@ -0,0 +1,25 @@
{
"initial_timestamp": "2023-05-22T00:00:00.000",
"initial_key": "EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1",
"initial_configuration": {
"max_block_net_usage": 1048576,
"target_block_net_usage_pct": 1000,
"max_transaction_net_usage": 1048575,
"base_per_transaction_net_usage": 12,
"net_usage_leeway": 500,
"context_free_discount_net_usage_num": 20,
"context_free_discount_net_usage_den": 100,
"max_block_cpu_usage": 200000,
"target_block_cpu_usage_pct": 1000,
"max_transaction_cpu_usage": 150000,
"min_transaction_cpu_usage": 100,
"max_transaction_lifetime": 3600,
"deferred_trx_expiration_window": 600,
"max_transaction_delay": 3888000,
"max_inline_action_size": 4096,
"max_inline_action_depth": 4,
"max_authority_depth": 6
}
}

1
pytest.ini
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@ -1,4 +1,3 @@
[pytest]
log_cli = True
log_level = info
trio_mode = true

4
requirements.test.txt
View File

@ -1,6 +1,6 @@
pdbpp
pytest
pytest-trio
docker
psycopg2-binary
git+https://github.com/guilledk/pytest-dockerctl.git@multi_names#egg=pytest-dockerctl
git+https://github.com/guilledk/py-leap.git@async_net_requests#egg=py-eosio

6
requirements.txt
View File

@ -1,13 +1,9 @@
trio
pynng
asks
numpy
Pillow
triopg
aiohttp
msgspec
protobuf
pyOpenSSL
trio_asyncio
pyTelegramBotAPI
git+https://github.com/goodboy/tractor.git@master#egg=tractor

44
scripts/generate_cert.py
View File

@ -1,44 +0,0 @@
#!/usr/bin/python
'''Self signed x509 certificate generator
can look at generated file using openssl:
openssl x509 -inform pem -in selfsigned.crt -noout -text'''
import sys
from OpenSSL import crypto, SSL
from skynet.constants import DEFAULT_CERTS_DIR
def input_or_skip(txt, default):
i = input(f'[default: {default}]: {txt}')
if len(i) == 0:
return default
else:
return i
if __name__ == '__main__':
# create a key pair
k = crypto.PKey()
k.generate_key(crypto.TYPE_RSA, 4096)
# create a self-signed cert
cert = crypto.X509()
cert.get_subject().C = input('country name two char ISO code (example: US): ')
cert.get_subject().ST = input('state or province name (example: Texas): ')
cert.get_subject().L = input('locality name (example: Dallas): ')
cert.get_subject().O = input('organization name: ')
cert.get_subject().OU = input_or_skip('organizational unit name: ', 'none')
cert.get_subject().CN = input('common name: ')
cert.get_subject().emailAddress = input('email address: ')
cert.set_serial_number(int(input_or_skip('numberic serial number: ', 0)))
cert.gmtime_adj_notBefore(int(input_or_skip('amount of seconds until cert is valid: ', 0)))
cert.gmtime_adj_notAfter(int(input_or_skip('amount of seconds until cert expires: ', 10*365*24*60*60)))
cert.set_issuer(cert.get_subject())
cert.set_pubkey(k)
cert.sign(k, 'sha512')
with open(f'{DEFAULT_CERTS_DIR}/{sys.argv[1]}.cert', "wt") as f:
f.write(crypto.dump_certificate(crypto.FILETYPE_PEM, cert).decode("utf-8"))
with open(f'{DEFAULT_CERTS_DIR}/{sys.argv[1]}.key', "wt") as f:
f.write(crypto.dump_privatekey(crypto.FILETYPE_PEM, k).decode("utf-8"))

6
skynet.ini.example
View File

@ -1,12 +1,6 @@
[skynet]
certs_dir = certs
[skynet.dgpu]
hf_home = hf_home
hf_token = hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx
[skynet.telegram]
token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
[skynet.telegram-test]
token = XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx

210
skynet/brain.py
View File

@ -1,210 +0,0 @@
#!/usr/bin/python
import logging
from contextlib import asynccontextmanager as acm
from collections import OrderedDict
import trio
from pynng import Context
from .utils import time_ms
from .network import *
from .protobuf import *
from .constants import *
class SkynetRPCBadRequest(BaseException):
...
class SkynetDGPUOffline(BaseException):
...
class SkynetDGPUOverloaded(BaseException):
...
class SkynetDGPUComputeError(BaseException):
...
class SkynetShutdownRequested(BaseException):
...
@acm
async def run_skynet(
rpc_address: str = DEFAULT_RPC_ADDR
):
logging.basicConfig(level=logging.INFO)
logging.info('skynet is starting')
nodes = OrderedDict()
heartbeats = {}
next_worker: Optional[int] = None
def connect_node(req: SkynetRPCRequest):
nonlocal next_worker
node_params = MessageToDict(req.params)
logging.info(f'got node params {node_params}')
if 'dgpu_addr' not in node_params:
raise SkynetRPCBadRequest(
f'DGPU connection params don\'t include dgpu addr')
session = SessionClient(
node_params['dgpu_addr'],
'skynet',
cert_name='brain.cert',
key_name='brain.key',
ca_name=node_params['cert']
)
try:
session.connect()
node = {
'task': None,
'session': session
}
node.update(node_params)
nodes[req.uid] = node
logging.info(f'DGPU node online: {req.uid}')
if not next_worker:
next_worker = 0
except pynng.exceptions.ConnectionRefused:
logging.warning(f'error while dialing dgpu node... dropping...')
raise SkynetDGPUOffline('Connection to dgpu node addr failed.')
def disconnect_node(uid):
nonlocal next_worker
if uid not in nodes:
logging.warning(f'Attempt to disconnect unknown node {uid}')
return
i = list(nodes.keys()).index(uid)
nodes[uid]['session'].disconnect()
del nodes[uid]
if i < next_worker:
next_worker -= 1
logging.warning(f'DGPU node offline: {uid}')
if len(nodes) == 0:
logging.info('All nodes disconnected.')
next_worker = None
def is_worker_busy(nid: str):
return nodes[nid]['task'] != None
def are_all_workers_busy():
for nid in nodes.keys():
if not is_worker_busy(nid):
return False
return True
def get_next_worker():
nonlocal next_worker
if next_worker == None:
raise SkynetDGPUOffline('No workers connected, try again later')
if are_all_workers_busy():
raise SkynetDGPUOverloaded('All workers are busy at the moment')
nid = list(nodes.keys())[next_worker]
while is_worker_busy(nid):
next_worker += 1
if next_worker >= len(nodes):
next_worker = 0
nid = list(nodes.keys())[next_worker]
next_worker += 1
if next_worker >= len(nodes):
next_worker = 0
return nid
async def rpc_handler(req: SkynetRPCRequest, ctx: Context):
result = {'ok': {}}
resp = SkynetRPCResponse()
try:
match req.method:
case 'dgpu_online':
connect_node(req)
case 'dgpu_call':
nid = get_next_worker()
idx = list(nodes.keys()).index(nid)
node = nodes[nid]
logging.info(f'dgpu_call {idx}/{len(nodes)} {nid} @ {node["dgpu_addr"]}')
dgpu_time = await node['session'].rpc('dgpu_time')
if 'ok' not in dgpu_time.result:
status = MessageToDict(dgpu_time.result)
logging.warning(json.dumps(status, indent=4))
disconnect_node(nid)
raise SkynetDGPUComputeError(status['error'])
dgpu_time = dgpu_time.result['ok']
logging.info(f'ping to {nid}: {time_ms() - dgpu_time} ms')
try:
dgpu_result = await node['session'].rpc(
timeout=45, # give this 45 sec to run cause its compute
binext=req.bin,
**req.params
)
result = MessageToDict(dgpu_result.result)
if dgpu_result.bin:
resp.bin = dgpu_result.bin
except trio.TooSlowError:
result = {'error': 'timeout while processing request'}
case 'dgpu_offline':
disconnect_node(req.uid)
case 'dgpu_workers':
result = {'ok': len(nodes)}
case 'dgpu_next':
result = {'ok': next_worker}
case 'skynet_shutdown':
raise SkynetShutdownRequested
case _:
logging.warning(f'Unknown method {req.method}')
result = {'error': 'unknown method'}
except BaseException as e:
result = {'error': str(e)}
resp.result.update(result)
return resp
rpc_server = SessionServer(
rpc_address,
rpc_handler,
cert_name='brain.cert',
key_name='brain.key'
)
async with rpc_server.open():
logging.info('rpc server is up')
yield
logging.info('skynet is shuting down...')
logging.info('skynet down.')

124
skynet/cli.py
View File

@ -4,21 +4,27 @@ torch_enabled = importlib.util.find_spec('torch') != None
import os
import json
import logging
from typing import Optional
from functools import partial
import trio
import click
import trio_asyncio
import docker
import asyncio
from leap.cleos import CLEOS, default_nodeos_image
from leap.sugar import get_container
if torch_enabled:
from . import utils
from .dgpu import open_dgpu_node
from .brain import run_skynet
from .db import open_new_database
from .config import *
from .constants import ALGOS, DEFAULT_RPC_ADDR, DEFAULT_DGPU_ADDR
from .nodeos import open_nodeos
from .constants import ALGOS
from .frontend.telegram import run_skynet_telegram
@ -86,79 +92,93 @@ def download():
def run(*args, **kwargs):
pass
@run.command()
def db():
logging.basicConfig(level=logging.INFO)
with open_new_database(cleanup=False) as db_params:
container, passwd, host = db_params
logging.info(('skynet', passwd, host))
@run.command()
def nodeos():
logging.basicConfig(level=logging.INFO)
with open_nodeos(cleanup=False):
...
@run.command()
@click.option('--loglevel', '-l', default='warning', help='Logging level')
@click.option(
'--host', '-H', default=DEFAULT_RPC_ADDR)
def brain(
loglevel: str,
host: str
):
async def _run_skynet():
async with run_skynet(
rpc_address=host
):
await trio.sleep_forever()
trio.run(_run_skynet)
@run.command()
@click.option('--loglevel', '-l', default='warning', help='Logging level')
'--account', '-a', default='testworker1')
@click.option(
'--uid', '-u', required=True)
'--permission', '-p', default='active')
@click.option(
'--key', '-k', default='dgpu.key')
'--key', '-k', default=None)
@click.option(
'--cert', '-c', default='whitelist/dgpu.cert')
'--node-url', '-n', default='http://test1.us.telos.net:42000')
@click.option(
'--algos', '-a', default=json.dumps(['midj']))
@click.option(
'--rpc', '-r', default=DEFAULT_RPC_ADDR)
@click.option(
'--dgpu', '-d', default=DEFAULT_DGPU_ADDR)
'--algos', '-A', default=json.dumps(['midj']))
def dgpu(
loglevel: str,
uid: str,
key: str,
cert: str,
algos: str,
rpc: str,
dgpu: str
account: str,
permission: str,
key: str | None,
node_url: str,
algos: list[str]
):
dclient = docker.from_env()
vtestnet = get_container(
dclient,
default_nodeos_image(),
force_unique=True,
detach=True,
network='host',
remove=True)
cleos = CLEOS(dclient, vtestnet, url=node_url, remote=node_url)
trio.run(
partial(
open_dgpu_node,
cert,
uid,
key_name=key,
rpc_address=rpc,
dgpu_address=dgpu,
initial_algos=json.loads(algos)
account, permission,
cleos, key=key, initial_algos=json.loads(algos)
))
vtestnet.stop()
@run.command()
@click.option('--loglevel', '-l', default='warning', help='Logging level')
@click.option('--loglevel', '-l', default='warning', help='logging level')
@click.option(
'--key', '-k', default='telegram-frontend')
'--account', '-a', default='telegram1')
@click.option(
'--cert', '-c', default='whitelist/telegram-frontend')
'--permission', '-p', default='active')
@click.option(
'--rpc', '-r', default=DEFAULT_RPC_ADDR)
'--key', '-k', default=None)
@click.option(
'--node-url', '-n', default='http://test1.us.telos.net:42000')
@click.option(
'--db-host', '-h', default='localhost:5432')
@click.option(
'--db-user', '-u', default='skynet')
@click.option(
'--db-pass', '-u', default='password')
def telegram(
loglevel: str,
key: str,
cert: str,
rpc: str
account: str,
permission: str,
key: str | None,
node_url: str,
db_host: str,
db_user: str,
db_pass: str
):
_, _, tg_token, cfg = init_env_from_config()
trio_asyncio.run(
partial(
run_skynet_telegram,
asyncio.run(
run_skynet_telegram(
tg_token,
key_name=key,
cert_name=cert,
rpc_address=rpc
account,
permission,
node_url,
db_host, db_user, db_pass,
key=key
))

10
skynet/constants.py
View File

@ -102,7 +102,7 @@ MAX_WIDTH = 512
MAX_HEIGHT = 656
MAX_GUIDANCE = 20
DEFAULT_SEED = None
DEFAULT_SEED = 0
DEFAULT_WIDTH = 512
DEFAULT_HEIGHT = 512
DEFAULT_GUIDANCE = 7.5
@ -114,15 +114,7 @@ DEFAULT_ROLE = 'pleb'
DEFAULT_UPSCALER = None
DEFAULT_CONFIG_PATH = 'skynet.ini'
DEFAULT_CERTS_DIR = 'certs'
DEFAULT_CERT_WHITELIST_DIR = 'whitelist'
DEFAULT_CERT_SKYNET_PUB = 'brain.cert'
DEFAULT_CERT_SKYNET_PRIV = 'brain.key'
DEFAULT_CERT_DGPU = 'dgpu.key'
DEFAULT_RPC_ADDR = 'tcp://127.0.0.1:41000'
DEFAULT_DGPU_ADDR = 'tcp://127.0.0.1:41069'
DEFAULT_DGPU_MAX_TASKS = 2
DEFAULT_INITAL_ALGOS = ['midj', 'stable', 'ink']

4
skynet/db/__init__.py
View File

@ -1,5 +1,3 @@
#!/usr/bin/python
from .proxy import open_database_connection
from .functions import open_new_database
from .functions import open_new_database, open_database_connection

106
skynet/db/functions.py
View File

@ -4,12 +4,15 @@ import time
import random
import string
import logging
import importlib
from typing import Optional
from datetime import datetime
from contextlib import contextmanager as cm
from contextlib import asynccontextmanager as acm
import docker
import asyncpg
import psycopg2
from asyncpg.exceptions import UndefinedColumnError
@ -51,7 +54,7 @@ CREATE TABLE IF NOT EXISTS skynet.user_config(
step INT NOT NULL,
width INT NOT NULL,
height INT NOT NULL,
seed BIGINT,
seed BIGINT NOT NULL,
guidance REAL NOT NULL,
strength REAL NOT NULL,
upscaler VARCHAR(128)
@ -79,7 +82,7 @@ def try_decode_uid(uid: str):
@cm
def open_new_database():
def open_new_database(cleanup=True):
rpassword = ''.join(
random.choice(string.ascii_lowercase)
for i in range(12))
@ -99,46 +102,79 @@ def open_new_database():
detach=True,
remove=True
)
try:
for log in container.logs(stream=True):
log = log.decode().rstrip()
logging.info(log)
if ('database system is ready to accept connections' in log or
'database system is shut down' in log):
break
for log in container.logs(stream=True):
log = log.decode().rstrip()
logging.info(log)
if ('database system is ready to accept connections' in log or
'database system is shut down' in log):
break
# ip = container.attrs['NetworkSettings']['IPAddress']
container.reload()
port = container.ports['5432/tcp'][0]['HostPort']
host = f'localhost:{port}'
# ip = container.attrs['NetworkSettings']['IPAddress']
container.reload()
port = container.ports['5432/tcp'][0]['HostPort']
host = f'localhost:{port}'
# why print the system is ready to accept connections when its not
# postgres? wtf
time.sleep(1)
logging.info('creating skynet db...')
# why print the system is ready to accept connections when its not
# postgres? wtf
time.sleep(1)
logging.info('creating skynet db...')
conn = psycopg2.connect(
user='postgres',
password=rpassword,
host='localhost',
port=port
)
logging.info('connected...')
conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
with conn.cursor() as cursor:
cursor.execute(
f'CREATE USER skynet WITH PASSWORD \'{password}\'')
cursor.execute(
f'CREATE DATABASE skynet')
cursor.execute(
f'GRANT ALL PRIVILEGES ON DATABASE skynet TO skynet')
conn = psycopg2.connect(
user='postgres',
password=rpassword,
host='localhost',
port=port
)
logging.info('connected...')
conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
with conn.cursor() as cursor:
cursor.execute(
f'CREATE USER skynet WITH PASSWORD \'{password}\'')
cursor.execute(
f'CREATE DATABASE skynet')
cursor.execute(
f'GRANT ALL PRIVILEGES ON DATABASE skynet TO skynet')
conn.close()
conn.close()
logging.info('done.')
yield container, password, host
logging.info('done.')
yield container, password, host
container.stop()
finally:
if container and cleanup:
container.stop()
@acm
async def open_database_connection(
db_user: str = 'skynet',
db_pass: str = 'password',
db_host: str = 'localhost:5432',
db_name: str = 'skynet'
):
db = importlib.import_module('skynet.db.functions')
pool = await asyncpg.create_pool(
dsn=f'postgres://{db_user}:{db_pass}@{db_host}/{db_name}')
async with pool.acquire() as conn:
res = await conn.execute(f'''
select distinct table_schema
from information_schema.tables
where table_schema = \'{db_name}\'
''')
if '1' in res:
logging.info('schema already in db, skipping init')
else:
await conn.execute(DB_INIT_SQL)
async def _db_call(method: str, *args, **kwargs):
method = getattr(db, method)
async with pool.acquire() as conn:
return await method(conn, *args, **kwargs)
yield _db_call
async def get_user(conn, uid: str):

123
skynet/db/proxy.py
View File

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

164
skynet/dgpu.py
View File

@ -3,16 +3,21 @@
import gc
import io
import json
import time
import random
import logging
from PIL import Image
from typing import List, Optional
from hashlib import sha256
import trio
import asks
import torch
from pynng import Context
from leap.cleos import CLEOS, default_nodeos_image
from leap.sugar import get_container
from diffusers import (
StableDiffusionPipeline,
StableDiffusionImg2ImgPipeline,
@ -22,9 +27,8 @@ from realesrgan import RealESRGANer
from basicsr.archs.rrdbnet_arch import RRDBNet
from diffusers.models import UNet2DConditionModel
from .ipfs import IPFSDocker, open_ipfs_node
from .utils import *
from .network import *
from .protobuf import *
from .constants import *
@ -50,15 +54,20 @@ class DGPUComputeError(BaseException):
async def open_dgpu_node(
cert_name: str,
unique_id: str,
key_name: Optional[str],
rpc_address: str = DEFAULT_RPC_ADDR,
dgpu_address: str = DEFAULT_DGPU_ADDR,
account: str,
permission: str,
cleos: CLEOS,
key: str = None,
initial_algos: Optional[List[str]] = None
):
logging.basicConfig(level=logging.DEBUG)
logging.basicConfig(level=logging.INFO)
logging.info(f'starting dgpu node!')
logging.info(f'launching toolchain container!')
if key:
cleos.setup_wallet(key)
logging.info(f'loading models...')
upscaler = init_upscaler()
@ -77,7 +86,7 @@ async def open_dgpu_node(
logging.info('memory summary:')
logging.info('\n' + torch.cuda.memory_summary())
async def gpu_compute_one(method: str, params: dict, binext: Optional[bytes] = None):
def gpu_compute_one(method: str, params: dict, binext: Optional[bytes] = None):
match method:
case 'diffuse':
image = None
@ -126,9 +135,7 @@ async def open_dgpu_node(
**_params,
guidance_scale=params['guidance'],
num_inference_steps=int(params['step']),
generator=torch.Generator("cuda").manual_seed(
int(params['seed']) if params['seed'] else random.randint(0, 2 ** 64)
)
generator=torch.manual_seed(int(params['seed']))
).images[0]
if params['upscaler'] == 'x4':
@ -144,9 +151,12 @@ async def open_dgpu_node(
img_byte_arr = io.BytesIO()
image.save(img_byte_arr, format='PNG')
raw_img = img_byte_arr.getvalue()
img_sha = sha256(raw_img).hexdigest()
logging.info(f'final img size {len(raw_img)} bytes.')
return raw_img
logging.info(params)
return img_sha, raw_img
except BaseException as e:
logging.error(e)
@ -158,59 +168,99 @@ async def open_dgpu_node(
case _:
raise DGPUComputeError('Unsupported compute method')
async def rpc_handler(req: SkynetRPCRequest, ctx: Context):
result = {}
resp = SkynetRPCResponse()
async def get_work_requests_last_hour():
return await cleos.aget_table(
'telos.gpu', 'telos.gpu', 'queue',
index_position=2,
key_type='i64',
lower_bound=int(time.time()) - 3600
)
match req.method:
case 'dgpu_time':
result = {'ok': time_ms()}
async def get_status_by_request_id(request_id: int):
return await cleos.aget_table(
'telos.gpu', request_id, 'status')
case _:
logging.debug(f'dgpu got one request: {req.method}')
try:
resp.bin = await gpu_compute_one(
req.method, MessageToDict(req.params),
binext=req.bin if req.bin else None
)
logging.debug(f'dgpu processed one request')
def begin_work(request_id: int):
ec, out = cleos.push_action(
'telos.gpu',
'workbegin',
[account, request_id],
f'{account}@{permission}'
)
assert ec == 0
except DGPUComputeError as e:
result = {'error': str(e)}
async def find_my_results():
return await cleos.aget_table(
'telos.gpu', 'telos.gpu', 'results',
index_position=4,
key_type='name',
lower_bound=account,
upper_bound=account
)
resp.result.update(result)
return resp
ipfs_node = None
def publish_on_ipfs(img_sha: str, raw_img: bytes):
img = Image.open(io.BytesIO(raw_img))
img.save(f'tmp/ipfs-docker-staging/image.png')
rpc_server = SessionServer(
dgpu_address,
rpc_handler,
cert_name=cert_name,
key_name=key_name
)
skynet_rpc = SessionClient(
rpc_address,
unique_id,
cert_name=cert_name,
key_name=key_name
)
skynet_rpc.connect()
ipfs_hash = ipfs_node.add('image.png')
ipfs_node.pin(ipfs_hash)
async with rpc_server.open() as rpc_server:
res = await skynet_rpc.rpc(
'dgpu_online', {
'dgpu_addr': rpc_server.addr,
'cert': cert_name
})
return ipfs_hash
assert 'ok' in res.result
def submit_work(request_id: int, result_hash: str, ipfs_hash: str):
ec, out = cleos.push_action(
'telos.gpu',
'submit',
[account, request_id, result_hash, ipfs_hash],
f'{account}@{permission}'
)
assert ec == 0
with open_ipfs_node() as ipfs_node:
try:
await trio.sleep_forever()
while True:
queue = await get_work_requests_last_hour()
for req in queue:
rid = req['id']
my_results = [res['id'] for res in (await find_my_results())]
if rid in my_results:
continue
statuses = await get_status_by_request_id(rid)
if len(statuses) < 3:
# parse request
body = json.loads(req['body'])
binary = bytes.fromhex(req['binary_data'])
# TODO: validate request
# perform work
logging.info(f'working on {body}')
begin_work(rid)
img_sha, raw_img = gpu_compute_one(
body['method'], body['params'], binext=binary)
ipfs_hash = publish_on_ipfs(img_sha, raw_img)
submit_work(rid, img_sha, ipfs_hash)
break
else:
logging.info(f'request {rid} already beign worked on, skip...')
continue
await trio.sleep(1)
except KeyboardInterrupt:
logging.info('interrupt caught, stopping...')
...
finally:
res = await skynet_rpc.rpc('dgpu_offline')
assert 'ok' in res.result

33
skynet/frontend/__init__.py
View File

@ -6,23 +6,8 @@ from typing import Union, Optional
from pathlib import Path
from contextlib import contextmanager as cm
import pynng
from pynng import TLSConfig
from OpenSSL.crypto import (
load_privatekey,
load_certificate,
FILETYPE_PEM
)
from google.protobuf.struct_pb2 import Struct
from ..network import SessionClient
from ..constants import *
from ..protobuf.auth import *
from ..protobuf.skynet_pb2 import SkynetRPCRequest, SkynetRPCResponse
class ConfigRequestFormatError(BaseException):
...
@ -40,24 +25,6 @@ class ConfigSizeDivisionByEight(BaseException):
...
@cm
def open_skynet_rpc(
unique_id: str,
rpc_address: str = DEFAULT_RPC_ADDR,
cert_name: Optional[str] = None,
key_name: Optional[str] = None
):
sesh = SessionClient(
rpc_address,
unique_id,
cert_name=cert_name,
key_name=key_name
)
logging.debug(f'opening skynet rpc...')
sesh.connect()
yield sesh
sesh.disconnect()
def validate_user_config_request(req: str):
params = req.split(' ')

535
skynet/frontend/telegram.py
View File

@ -3,18 +3,22 @@
import io
import zlib
import logging
import asyncio
from datetime import datetime
from PIL import Image
from trio_asyncio import aio_as_trio
import docker
from PIL import Image
from leap.cleos import CLEOS, default_nodeos_image
from leap.sugar import get_container, collect_stdout
from trio_asyncio import aio_as_trio
from telebot.types import (
InputFile, InputMediaPhoto, InlineKeyboardButton, InlineKeyboardMarkup
)
from telebot.async_telebot import AsyncTeleBot
from ..db import open_database_connection
from ..db import open_new_database, open_database_connection
from ..constants import *
from . import *
@ -55,283 +59,340 @@ def prepare_metainfo_caption(tguser, meta: dict) -> str:
async def run_skynet_telegram(
name: str,
tg_token: str,
key_name: str = 'telegram-frontend.key',
cert_name: str = 'whitelist/telegram-frontend.cert',
rpc_address: str = DEFAULT_RPC_ADDR,
db_host: str = 'localhost:5432',
db_user: str = 'skynet',
db_pass: str = 'password'
account: str,
permission: str,
node_url: str,
db_host: str,
db_user: str,
db_pass: str,
key: str = None
):
dclient = docker.from_env()
vtestnet = get_container(
dclient,
default_nodeos_image(),
force_unique=True,
detach=True,
network='host',
remove=True)
cleos = CLEOS(dclient, vtestnet, url=node_url, remote=node_url)
logging.basicConfig(level=logging.INFO)
if key:
cleos.setup_wallet(key)
bot = AsyncTeleBot(tg_token)
logging.info(f'tg_token: {tg_token}')
async with open_database_connection(
db_user, db_pass, db_host
) as db_call:
with open_skynet_rpc(
f'skynet-telegram-{name}',
rpc_address=rpc_address,
cert_name=cert_name,
key_name=key_name
) as session:
@bot.message_handler(commands=['help'])
async def send_help(message):
splt_msg = message.text.split(' ')
@bot.message_handler(commands=['help'])
async def send_help(message):
splt_msg = message.text.split(' ')
if len(splt_msg) == 1:
await bot.reply_to(message, HELP_TEXT)
if len(splt_msg) == 1:
await bot.reply_to(message, HELP_TEXT)
else:
param = splt_msg[1]
if param in HELP_TOPICS:
await bot.reply_to(message, HELP_TOPICS[param])
else:
param = splt_msg[1]
if param in HELP_TOPICS:
await bot.reply_to(message, HELP_TOPICS[param])
await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
else:
await bot.reply_to(message, HELP_UNKWNOWN_PARAM)
@bot.message_handler(commands=['cool'])
async def send_cool_words(message):
await bot.reply_to(message, '\n'.join(COOL_WORDS))
@bot.message_handler(commands=['cool'])
async def send_cool_words(message):
await bot.reply_to(message, '\n'.join(COOL_WORDS))
@bot.message_handler(commands=['txt2img'])
async def send_txt2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
@bot.message_handler(commands=['txt2img'])
async def send_txt2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
user_id = f'tg+{message.from_user.id}'
user_id = f'tg+{message.from_user.id}'
prompt = ' '.join(message.text.split(' ')[1:])
prompt = ' '.join(message.text.split(' ')[1:])
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
req = json.dumps({
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
})
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
timeout=60
ec, out = cleos.push_action(
'telos.gpu', 'enqueue', [account, req, ''], f'{account}@{permission}'
)
out = collect_stdout(out)
if ec != 0:
await bot.reply_to(message, out)
return
request_id = int(out)
logging.info(f'{request_id} enqueued.')
ipfs_hash = None
sha_hash = None
for i in range(60):
results = cleos.get_table(
'telos.gpu', 'telos.gpu', 'results',
index_position=2,
key_type='i64',
lower_bound=request_id,
upper_bound=request_id
)
logging.info(f'resp to {message.id} arrived')
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
if len(results) > 0:
ipfs_hash = results[0]['ipfs_hash']
sha_hash = results[0]['result_hash']
break
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
await asyncio.sleep(1)
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_to_message_id=reply_id,
reply_markup=build_redo_menu()
)
return
if not ipfs_hash:
await bot.reply_to(message, 'timeout processing request')
return
ipfs_link = f'https://ipfs.io/ipfs/{ipfs_hash}/image.png'
@bot.message_handler(func=lambda message: True, content_types=['photo'])
async def send_img2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
await bot.reply_to(
message,
ipfs_link,
reply_markup=build_redo_menu()
)
user_id = f'tg+{message.from_user.id}'
@bot.message_handler(func=lambda message: True, content_types=['photo'])
async def send_img2img(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
if not message.caption.startswith('/img2img'):
await bot.reply_to(
message,
'For image to image you need to add /img2img to the beggining of your caption'
)
return
user_id = f'tg+{message.from_user.id}'
prompt = ' '.join(message.caption.split(' ')[1:])
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
file_id = message.photo[-1].file_id
file_path = (await bot.get_file(file_id)).file_path
file_raw = await bot.download_file(file_path)
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
binext=file_raw,
timeout=60
)
logging.info(f'resp to {message.id} arrived')
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
await bot.send_media_group(
GROUP_ID,
media=[
InputMediaPhoto(file_id),
InputMediaPhoto(
img,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta'])
)
],
reply_to_message_id=reply_id
)
return
@bot.message_handler(commands=['img2img'])
async def img2img_missing_image(message):
if not message.caption.startswith('/img2img'):
await bot.reply_to(
message,
'seems you tried to do an img2img command without sending image'
'For image to image you need to add /img2img to the beggining of your caption'
)
return
@bot.message_handler(commands=['redo'])
async def redo(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
prompt = ' '.join(message.caption.split(' ')[1:])
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
prompt = await db_call('get_last_prompt_of', user)
if len(prompt) == 0:
await bot.reply_to(message, 'Empty text prompt ignored.')
return
resp = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
},
timeout=60
file_id = message.photo[-1].file_id
file_path = (await bot.get_file(file_id)).file_path
file_raw = await bot.download_file(file_path)
logging.info(f'mid: {message.id}')
user = await db_call('get_or_create_user', user_id)
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
req = json.dumps({
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
})
ec, out = cleos.push_action(
'telos.gpu', 'enqueue', [account, req, file_raw.hex()], f'{account}@{permission}'
)
if ec != 0:
await bot.reply_to(message, out)
return
request_id = int(out)
logging.info(f'{request_id} enqueued.')
ipfs_hash = None
sha_hash = None
for i in range(60):
result = cleos.get_table(
'telos.gpu', 'telos.gpu', 'results',
index_position=2,
key_type='i64',
lower_bound=request_id,
upper_bound=request_id
)
logging.info(f'resp to {message.id} arrived')
resp_txt = ''
result = MessageToDict(resp.result)
if 'error' in resp.result:
resp_txt = resp.result['message']
await bot.reply_to(message, resp_txt)
if len(results) > 0:
ipfs_hash = result[0]['ipfs_hash']
sha_hash = result[0]['result_hash']
break
else:
logging.info(result['id'])
img_raw = resp.bin
logging.info(f'got image of size: {len(img_raw)}')
img = Image.open(io.BytesIO(img_raw))
await asyncio.sleep(1)
await bot.send_photo(
GROUP_ID,
caption=prepare_metainfo_caption(message.from_user, result['meta']['meta']),
photo=img,
reply_to_message_id=reply_id
)
return
if not ipfs_hash:
await bot.reply_to(message, 'timeout processing request')
@bot.message_handler(commands=['config'])
async def set_config(message):
rpc_params = {}
try:
attr, val, reply_txt = validate_user_config_request(
message.text)
ipfs_link = f'https://ipfs.io/ipfs/{ipfs_hash}/image.png'
logging.info(f'user config update: {attr} to {val}')
await db_call('update_user_config',
user, req.params['attr'], req.params['val'])
logging.info('done')
except BaseException as e:
reply_txt = str(e)
finally:
await bot.reply_to(message, reply_txt)
@bot.message_handler(commands=['stats'])
async def user_stats(message):
generated, joined, role = await db_call('get_user_stats', user)
stats_str = f'generated: {generated}\n'
stats_str += f'joined: {joined}\n'
stats_str += f'role: {role}\n'
await bot.reply_to(
message, stats_str)
@bot.message_handler(commands=['donate'])
async def donation_info(message):
await bot.reply_to(
message, DONATION_INFO)
@bot.message_handler(commands=['say'])
async def say(message):
chat = message.chat
user = message.from_user
if (chat.type == 'group') or (user.id != 383385940):
return
await bot.send_message(GROUP_ID, message.text[4:])
await bot.reply_to(
message,
ipfs_link + '\n' +
prepare_metainfo_caption(message.from_user, result['meta']['meta']),
reply_to_message_id=reply_id,
reply_markup=build_redo_menu()
)
return
@bot.message_handler(func=lambda message: True)
async def echo_message(message):
if message.text[0] == '/':
await bot.reply_to(message, UNKNOWN_CMD_TEXT)
@bot.message_handler(commands=['img2img'])
async def img2img_missing_image(message):
await bot.reply_to(
message,
'seems you tried to do an img2img command without sending image'
)
@bot.callback_query_handler(func=lambda call: True)
async def callback_query(call):
msg = json.loads(call.data)
logging.info(call.data)
method = msg.get('method')
match method:
case 'redo':
await _redo(call)
@bot.message_handler(commands=['redo'])
async def redo(message):
chat = message.chat
reply_id = None
if chat.type == 'group' and chat.id == GROUP_ID:
reply_id = message.message_id
user_config = {**(await db_call('get_user_config', user))}
del user_config['id']
prompt = await db_call('get_last_prompt_of', user)
req = json.dumps({
'method': 'diffuse',
'params': {
'prompt': prompt,
**user_config
}
})
ec, out = cleos.push_action(
'telos.gpu', 'enqueue', [account, req, ''], f'{account}@{permission}'
)
if ec != 0:
await bot.reply_to(message, out)
return
request_id = int(out)
logging.info(f'{request_id} enqueued.')
ipfs_hash = None
sha_hash = None
for i in range(60):
result = cleos.get_table(
'telos.gpu', 'telos.gpu', 'results',
index_position=2,
key_type='i64',
lower_bound=request_id,
upper_bound=request_id
)
if len(results) > 0:
ipfs_hash = result[0]['ipfs_hash']
sha_hash = result[0]['result_hash']
break
else:
await asyncio.sleep(1)
if not ipfs_hash:
await bot.reply_to(message, 'timeout processing request')
ipfs_link = f'https://ipfs.io/ipfs/{ipfs_hash}/image.png'
await bot.reply_to(
message,
ipfs_link + '\n' +
prepare_metainfo_caption(message.from_user, result['meta']['meta']),
reply_to_message_id=reply_id,
reply_markup=build_redo_menu()
)
return
@bot.message_handler(commands=['config'])
async def set_config(message):
rpc_params = {}
try:
attr, val, reply_txt = validate_user_config_request(
message.text)
logging.info(f'user config update: {attr} to {val}')
await db_call('update_user_config',
user, req.params['attr'], req.params['val'])
logging.info('done')
except BaseException as e:
reply_txt = str(e)
finally:
await bot.reply_to(message, reply_txt)
@bot.message_handler(commands=['stats'])
async def user_stats(message):
user = message.from_user.id
generated, joined, role = await db_call('get_user_stats', user)
stats_str = f'generated: {generated}\n'
stats_str += f'joined: {joined}\n'
stats_str += f'role: {role}\n'
await bot.reply_to(
message, stats_str)
@bot.message_handler(commands=['donate'])
async def donation_info(message):
await bot.reply_to(
message, DONATION_INFO)
@bot.message_handler(commands=['say'])
async def say(message):
chat = message.chat
user = message.from_user
if (chat.type == 'group') or (user.id != 383385940):
return
await bot.send_message(GROUP_ID, message.text[4:])
await aio_as_trio(bot.infinity_polling)()
@bot.message_handler(func=lambda message: True)
async def echo_message(message):
if message.text[0] == '/':
await bot.reply_to(message, UNKNOWN_CMD_TEXT)
@bot.callback_query_handler(func=lambda call: True)
async def callback_query(call):
msg = json.loads(call.data)
logging.info(call.data)
method = msg.get('method')
match method:
case 'redo':
await _redo(call)
try:
await bot.infinity_polling()
except KeyboardInterrupt:
...
finally:
vtestnet.stop()

62
skynet/ipfs.py 100644
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@ -0,0 +1,62 @@
#!/usr/bin/python
import logging
from pathlib import Path
from contextlib import contextmanager as cm
import docker
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'])
assert ec == 0
return out.decode().rstrip()
def pin(self, ipfs_hash: str):
ec, out = self._container.exec_run(
['ipfs', 'pin', 'add', ipfs_hash])
assert ec == 0
@cm
def open_ipfs_node():
dclient = docker.from_env()
container = dclient.containers.run(
'ipfs/go-ipfs:latest',
name='skynet-ipfs',
ports={
'8080/tcp': 8080,
'4001/tcp': 4001,
'5001/tcp': ('127.0.0.1', 5001)
},
volumes=[
str(Path().resolve() / 'tmp/ipfs-docker-staging') + ':/export',
str(Path().resolve() / 'tmp/ipfs-docker-data') + ':/data/ipfs'
],
detach=True,
remove=True
)
try:
for log in container.logs(stream=True):
log = log.decode().rstrip()
logging.info(log)
if 'Daemon is ready' in log:
break
yield IPFSDocker(container)
finally:
if container:
container.stop()

33
skynet/models.py
View File

@ -1,33 +0,0 @@
class ModelStore:
def __init__(
self,
max_models: int = 2
):
self.max_models = max_models
self._models = {}
def get(self, model_name: str):
if model_name in self._models:
return self._models[model_name]['pipe']
if len(self._models) == max_models:
least_used = list(self._models.keys())[0]
for model in self._models:
if self._models[least_used]['generated'] > self._models[model]['generated']:
least_used = model
del self._models[least_used]
gc.collect()
pipe = pipeline_for(model_name)
self._models[model_name] = {
'pipe': pipe,
'generated': 0
}
return pipe

341
skynet/network.py
View File

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

70
skynet/nodeos.py 100644
View File

@ -0,0 +1,70 @@
#!/usr/bin/env python3
import time
import logging
from contextlib import contextmanager as cm
import docker
from leap.cleos import CLEOS
from leap.sugar import get_container
@cm
def open_nodeos(cleanup: bool = True):
dclient = docker.from_env()
vtestnet = get_container(
dclient,
'guilledk/py-eosio:leap-skynet-4.0.0',
force_unique=True,
detach=True,
network='host')
try:
cleos = CLEOS(
dclient, vtestnet,
url='http://127.0.0.1:42000',
remote='http://127.0.0.1:42000'
)
cleos.start_keosd()
cleos.start_nodeos_from_config(
'/root/nodeos/config.ini',
data_dir='/root/nodeos/data',
genesis='/root/nodeos/genesis/skynet.json',
state_plugin=True)
time.sleep(0.5)
cleos.setup_wallet('5JnvSc6pewpHHuUHwvbJopsew6AKwiGnexwDRc2Pj2tbdw6iML9')
cleos.wait_blocks(1)
cleos.boot_sequence()
cleos.new_account('telos.gpu', ram=300000)
for i in range(1, 4):
cleos.create_account_staked(
'eosio', f'testworker{i}',
key='EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1')
cleos.create_account_staked(
'eosio', 'telegram1', ram=500000,
key='EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1')
cleos.deploy_contract_from_host(
'telos.gpu',
'tests/contracts/telos.gpu',
verify_hash=False,
create_account=False
)
yield cleos
finally:
# ec, out = cleos.list_all_keys()
# logging.info(out)
if cleanup:
vtestnet.stop()
vtestnet.remove()

4
skynet/protobuf/__init__.py
View File

@ -1,4 +0,0 @@
#!/usr/bin/python
from .auth import *
from .skynet_pb2 import *

69
skynet/protobuf/auth.py
View File

@ -1,69 +0,0 @@
#!/usr/bin/python
import json
import logging
from hashlib import sha256
from collections import OrderedDict
from google.protobuf.json_format import MessageToDict
from cryptography.hazmat.primitives import serialization, hashes
from cryptography.hazmat.primitives.asymmetric import padding
from .skynet_pb2 import *
def serialize_msg_deterministic(msg):
descriptors = sorted(
type(msg).DESCRIPTOR.fields_by_name.items(),
key=lambda x: x[0]
)
shasum = sha256()
def hash_dict(d):
data = [
(key, val)
for (key, val) in d.items()
]
for key, val in sorted(data, key=lambda x: x[0]):
if not isinstance(val, dict):
shasum.update(key.encode())
shasum.update(json.dumps(val).encode())
else:
hash_dict(val)
for (field_name, field_descriptor) in descriptors:
if not field_descriptor.message_type:
shasum.update(field_name.encode())
value = getattr(msg, field_name)
if isinstance(value, bytes):
value = value.hex()
shasum.update(json.dumps(value).encode())
continue
if field_descriptor.message_type.name == 'Struct':
hash_dict(MessageToDict(getattr(msg, field_name)))
deterministic_msg = shasum.digest()
return deterministic_msg
def sign_protobuf_msg(msg, key):
return key.sign(
serialize_msg_deterministic(msg),
padding.PKCS1v15(),
hashes.SHA256()
).hex()
def verify_protobuf_msg(msg, cert):
return cert.public_key().verify(
bytes.fromhex(msg.auth.sig),
serialize_msg_deterministic(msg),
padding.PKCS1v15(),
hashes.SHA256()
)

24
skynet/protobuf/skynet.proto
View File

@ -1,24 +0,0 @@
syntax = "proto3";
package skynet;
import "google/protobuf/struct.proto";
message Auth {
string cert = 1;
string sig = 2;
}
message SkynetRPCRequest {
string uid = 1;
string method = 2;
google.protobuf.Struct params = 3;
optional bytes bin = 4;
optional Auth auth = 5;
}
message SkynetRPCResponse {
google.protobuf.Struct result = 1;
optional bytes bin = 2;
optional Auth auth = 3;
}

30
skynet/protobuf/skynet_pb2.py
View File

@ -1,30 +0,0 @@
# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: skynet.proto
"""Generated protocol buffer code."""
from google.protobuf.internal import builder as _builder
from google.protobuf import descriptor as _descriptor
from google.protobuf import descriptor_pool as _descriptor_pool
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
from google.protobuf import struct_pb2 as google_dot_protobuf_dot_struct__pb2
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cskynet.proto\x12\x06skynet\x1a\x1cgoogle/protobuf/struct.proto\"!\n\x04\x41uth\x12\x0c\n\x04\x63\x65rt\x18\x01 \x01(\t\x12\x0b\n\x03sig\x18\x02 \x01(\t\"\x9c\x01\n\x10SkynetRPCRequest\x12\x0b\n\x03uid\x18\x01 \x01(\t\x12\x0e\n\x06method\x18\x02 \x01(\t\x12\'\n\x06params\x18\x03 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x10\n\x03\x62in\x18\x04 \x01(\x0cH\x00\x88\x01\x01\x12\x1f\n\x04\x61uth\x18\x05 \x01(\x0b\x32\x0c.skynet.AuthH\x01\x88\x01\x01\x42\x06\n\x04_binB\x07\n\x05_auth\"\x80\x01\n\x11SkynetRPCResponse\x12\'\n\x06result\x18\x01 \x01(\x0b\x32\x17.google.protobuf.Struct\x12\x10\n\x03\x62in\x18\x02 \x01(\x0cH\x00\x88\x01\x01\x12\x1f\n\x04\x61uth\x18\x03 \x01(\x0b\x32\x0c.skynet.AuthH\x01\x88\x01\x01\x42\x06\n\x04_binB\x07\n\x05_authb\x06proto3')
_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'skynet_pb2', globals())
if _descriptor._USE_C_DESCRIPTORS == False:
DESCRIPTOR._options = None
_AUTH._serialized_start=54
_AUTH._serialized_end=87
_SKYNETRPCREQUEST._serialized_start=90
_SKYNETRPCREQUEST._serialized_end=246
_SKYNETRPCRESPONSE._serialized_start=249
_SKYNETRPCRESPONSE._serialized_end=377
# @@protoc_insertion_point(module_scope)

148
skynet/structs.py
View File

@ -1,148 +0,0 @@
# piker: trading gear for hackers
# Copyright (C) Guillermo Rodriguez (in stewardship for piker0)
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
"""
Built-in (extension) types.
"""
import sys
import json
from typing import Optional, Union
from pprint import pformat
import msgspec
class Struct(msgspec.Struct):
'''
A "human friendlier" (aka repl buddy) struct subtype.
'''
def to_dict(self) -> dict:
return {
f: getattr(self, f)
for f in self.__struct_fields__
}
def __repr__(self):
# only turn on pprint when we detect a python REPL
# at runtime B)
if (
hasattr(sys, 'ps1')
# TODO: check if we're in pdb
):
return self.pformat()
return super().__repr__()
def pformat(self) -> str:
return f'Struct({pformat(self.to_dict())})'
def copy(
self,
update: Optional[dict] = None,
) -> msgspec.Struct:
'''
Validate-typecast all self defined fields, return a copy of us
with all such fields.
This is kinda like the default behaviour in `pydantic.BaseModel`.
'''
if update:
for k, v in update.items():
setattr(self, k, v)
# roundtrip serialize to validate
return msgspec.msgpack.Decoder(
type=type(self)
).decode(
msgspec.msgpack.Encoder().encode(self)
)
def typecast(
self,
# fields: Optional[list[str]] = None,
) -> None:
for fname, ftype in self.__annotations__.items():
setattr(self, fname, ftype(getattr(self, fname)))
# proto
from OpenSSL.crypto import PKey, X509, verify, sign
class AuthenticatedStruct(Struct, kw_only=True):
cert: Optional[str] = None
sig: Optional[str] = None
def to_unsigned_dict(self) -> dict:
self_dict = self.to_dict()
if 'sig' in self_dict:
del self_dict['sig']
if 'cert' in self_dict:
del self_dict['cert']
return self_dict
def unsigned_to_bytes(self) -> bytes:
return json.dumps(
self.to_unsigned_dict()).encode()
def sign(self, key: PKey, cert: str):
self.cert = cert
self.sig = sign(
key, self.unsigned_to_bytes(), 'sha256').hex()
def verify(self, cert: X509):
if not self.sig:
raise ValueError('Tried to verify unsigned request')
return verify(
cert, bytes.fromhex(self.sig), self.unsigned_to_bytes(), 'sha256')
class SkynetRPCRequest(AuthenticatedStruct):
uid: Union[str, int] # user unique id
method: str # rpc method name
params: dict # variable params
class SkynetRPCResponse(AuthenticatedStruct):
result: dict
class ImageGenRequest(Struct):
prompt: str
step: int
width: int
height: int
guidance: int
seed: Optional[int]
algo: str
upscaler: Optional[str]
class DGPUBusRequest(AuthenticatedStruct):
rid: str # req id
nid: str # node id
task: str
params: dict
class DGPUBusResponse(AuthenticatedStruct):
rid: str # req id
nid: str # node id
params: dict

8
skynet/utils.py
View File

@ -1,5 +1,6 @@
#!/usr/bin/python
import os
import time
import random
@ -43,6 +44,13 @@ def pipeline_for(algo: str, mem_fraction: float = 1.0, image=False):
torch.backends.cuda.matmul.allow_tf32 = True
torch.backends.cudnn.allow_tf32 = True
# full determinism
# https://huggingface.co/docs/diffusers/using-diffusers/reproducibility#deterministic-algorithms
os.environ["CUBLAS_WORKSPACE_CONFIG"] = ":16:8"
torch.backends.cudnn.benchmark = False
torch.use_deterministic_algorithms(True)
params = {
'torch_dtype': torch.float16,
'safety_checker': None

70
tests/conftest.py
View File

@ -1,71 +1,33 @@
#!/usr/bin/python
import os
import json
import time
import logging
from pathlib import Path
from functools import partial
import pytest
from docker.types import Mount, DeviceRequest
from skynet.db import open_new_database
from skynet.brain import run_skynet
from skynet.network import get_random_port
from skynet.constants import *
from skynet.nodeos import open_nodeos
@pytest.fixture(scope='session')
def postgres_db(dockerctl):
def postgres_db():
with open_new_database() as db_params:
yield db_params
@pytest.fixture(scope='session')
def cleos():
with open_nodeos() as cli:
contract_acc = cli.new_account('telos.gpu', ram=300000)
@pytest.fixture
async def skynet_running():
async with run_skynet():
yield
cli.new_account(name='testworker1')
cli.new_account(name='testworker2')
cli.new_account(name='testworker3')
@pytest.fixture
def dgpu_workers(request, dockerctl, skynet_running):
devices = [DeviceRequest(capabilities=[['gpu']])]
mounts = [Mount(
'/skynet', str(Path().resolve()), type='bind')]
num_containers, initial_algos = request.param
cmds = []
for i in range(num_containers):
dgpu_addr = f'tcp://127.0.0.1:{get_random_port()}'
cmd = f'''
pip install -e . && \
skynet run dgpu \
--algos=\'{json.dumps(initial_algos)}\' \
--uid=dgpu-{i} \
--dgpu={dgpu_addr}
'''
cmds.append(['bash', '-c', cmd])
logging.info(f'launching: \n{cmd}')
with dockerctl.run(
DOCKER_RUNTIME_CUDA,
name='skynet-test-runtime-cuda',
commands=cmds,
environment={
'HF_HOME': '/skynet/hf_home'
},
network='host',
mounts=mounts,
device_requests=devices,
num=num_containers,
) as containers:
yield containers
for i, container in enumerate(containers):
logging.info(f'container {i} logs:')
logging.info(container.logs().decode())
cli.deploy_contract_from_host(
'telos.gpu',
'tests/contracts/telos.gpu',
verify_hash=False,
create_account=False
)
yield cli

220
tests/contracts/telos.gpu/telos.gpu.abi 100644
View File

@ -0,0 +1,220 @@
{
"____comment": "This file was generated with eosio-abigen. DO NOT EDIT ",
"version": "eosio::abi/1.2",
"types": [],
"structs": [
{
"name": "dequeue",
"base": "",
"fields": [
{
"name": "user",
"type": "name"
},
{
"name": "request_id",
"type": "uint64"
}
]
},
{
"name": "enqueue",
"base": "",
"fields": [
{
"name": "user",
"type": "name"
},
{
"name": "request_body",
"type": "string"
},
{
"name": "binary_data",
"type": "bytes"
}
]
},
{
"name": "submit",
"base": "",
"fields": [
{
"name": "worker",
"type": "name"
},
{
"name": "request_id",
"type": "uint64"
},
{
"name": "result_hash",
"type": "checksum256"
},
{
"name": "ipfs_hash",
"type": "string"
}
]
},
{
"name": "work_request_struct",
"base": "",
"fields": [
{
"name": "id",
"type": "uint64"
},
{
"name": "user",
"type": "name"
},
{
"name": "body",
"type": "string"
},
{
"name": "binary_data",
"type": "bytes"
},
{
"name": "timestamp",
"type": "time_point_sec"
}
]
},
{
"name": "work_result_struct",
"base": "",
"fields": [
{
"name": "id",
"type": "uint64"
},
{
"name": "request_id",
"type": "uint64"
},
{
"name": "user",
"type": "name"
},
{
"name": "worker",
"type": "name"
},
{
"name": "result_hash",
"type": "checksum256"
},
{
"name": "ipfs_hash",
"type": "string"
},
{
"name": "submited",
"type": "time_point_sec"
}
]
},
{
"name": "workbegin",
"base": "",
"fields": [
{
"name": "worker",
"type": "name"
},
{
"name": "request_id",
"type": "uint64"
}
]
},
{
"name": "workcancel",
"base": "",
"fields": [
{
"name": "worker",
"type": "name"
},
{
"name": "request_id",
"type": "uint64"
}
]
},
{
"name": "worker_status_struct",
"base": "",
"fields": [
{
"name": "worker",
"type": "name"
},
{
"name": "status",
"type": "string"
},
{
"name": "started",
"type": "time_point_sec"
}
]
}
],
"actions": [
{
"name": "dequeue",
"type": "dequeue",
"ricardian_contract": ""
},
{
"name": "enqueue",
"type": "enqueue",
"ricardian_contract": ""
},
{
"name": "submit",
"type": "submit",
"ricardian_contract": ""
},
{
"name": "workbegin",
"type": "workbegin",
"ricardian_contract": ""
},
{
"name": "workcancel",
"type": "workcancel",
"ricardian_contract": ""
}
],
"tables": [
{
"name": "queue",
"type": "work_request_struct",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "results",
"type": "work_result_struct",
"index_type": "i64",
"key_names": [],
"key_types": []
},
{
"name": "status",
"type": "worker_status_struct",
"index_type": "i64",
"key_names": [],
"key_types": []
}
],
"ricardian_clauses": [],
"variants": [],
"action_results": []
}

BIN
tests/contracts/telos.gpu/telos.gpu.wasm 100755
View File

Binary file not shown.

82
tests/test_deploy.py 100644
View File

@ -0,0 +1,82 @@
#!/usr/bin/env python3
import time
import json
from hashlib import sha256
from functools import partial
import trio
import requests
from skynet.dgpu import open_dgpu_node
def test_enqueue_work(ipfs_node, cleos):
user = cleos.new_account()
req = json.dumps({
'method': 'diffuse',
'params': {
'algo': 'midj',
'prompt': 'skynet terminator dystopic',
'width': 512,
'height': 512,
'guidance': 10,
'step': 28,
'seed': 420,
'upscaler': 'x4'
}
})
binary = ''
ec, out = cleos.push_action(
'telos.gpu', 'enqueue', [user, req, binary], f'{user}@active'
)
assert ec == 0
queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
assert len(queue) == 1
req_on_chain = queue[0]
assert req_on_chain['user'] == user
assert req_on_chain['body'] == req
assert req_on_chain['binary_data'] == binary
ipfs_hash = None
sha_hash = None
for i in range(1, 4):
trio.run(
partial(
open_dgpu_node,
f'testworker{i}',
'active',
cleos,
ipfs_node,
initial_algos=['midj']
)
)
if ipfs_hash == None:
result = cleos.get_table(
'telos.gpu', 'telos.gpu', 'results',
index_position=4,
key_type='name',
lower_bound=f'testworker{i}',
upper_bound=f'testworker{i}'
)
assert len(result) == 1
ipfs_hash = result[0]['ipfs_hash']
sha_hash = result[0]['result_hash']
queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue')
assert len(queue) == 0
resp = requests.get(f'https://ipfs.io/ipfs/{ipfs_hash}/image.png')
assert resp.status_code == 200
assert sha_hash == sha256(resp.content).hexdigest()

389
tests/test_dgpu.py
View File

@ -1,389 +0,0 @@
#!/usr/bin/python
import io
import time
import json
import zlib
import logging
from typing import Optional
from hashlib import sha256
from functools import partial
import trio
import pytest
from PIL import Image
from google.protobuf.json_format import MessageToDict
from skynet.brain import SkynetDGPUComputeError
from skynet.network import get_random_port, SessionServer
from skynet.protobuf import SkynetRPCResponse
from skynet.frontend import open_skynet_rpc
from skynet.constants import *
async def wait_for_dgpus(session, amount: int, timeout: float = 30.0):
gpu_ready = False
with trio.fail_after(timeout):
while not gpu_ready:
res = await session.rpc('dgpu_workers')
if res.result['ok'] >= amount:
break
await trio.sleep(1)
_images = set()
async def check_request_img(
i: int,
uid: str = '1',
width: int = 512,
height: int = 512,
expect_unique = True,
upscaler: Optional[str] = None
):
global _images
with open_skynet_rpc(
uid,
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': width, 'height': height,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[i],
'upscaler': upscaler
}
},
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
img_raw = res.bin
img_sha = sha256(img_raw).hexdigest()
img = Image.open(io.BytesIO(img_raw))
if expect_unique and img_sha in _images:
raise ValueError('Duplicated image sha: {img_sha}')
_images.add(img_sha)
logging.info(f'img sha256: {img_sha} size: {len(img_raw)}')
assert len(img_raw) > 100000
return img
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_worker_compute_error(dgpu_workers):
'''Attempt to generate a huge image and check we get the right error,
then generate a smaller image to show gpu worker recovery
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0, width=4096, height=4096)
logging.info(e)
await check_request_img(0)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_worker(dgpu_workers):
'''Generate one image in a single dgpu worker
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(0)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj', 'stable'])], indirect=True)
async def test_dgpu_worker_two_models(dgpu_workers):
'''Generate two images in a single dgpu worker using
two different models.
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(0)
await check_request_img(1)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_worker_upscale(dgpu_workers):
'''Generate two images in a single dgpu worker using
two different models.
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
img = await check_request_img(0, upscaler='x4')
assert img.size == (2048, 2048)
@pytest.mark.parametrize(
'dgpu_workers', [(2, ['midj'])], indirect=True)
async def test_dgpu_workers_two(dgpu_workers):
'''Generate two images in two separate dgpu workers
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 2, timeout=60)
async with trio.open_nursery() as n:
n.start_soon(check_request_img, 0)
n.start_soon(check_request_img, 0)
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_worker_algo_swap(dgpu_workers):
'''Generate an image using a non default model
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await check_request_img(5)
@pytest.mark.parametrize(
'dgpu_workers', [(3, ['midj'])], indirect=True)
async def test_dgpu_rotation_next_worker(dgpu_workers):
'''Connect three dgpu workers, disconnect and check next_worker
rotation happens correctly
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 3)
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 0
await check_request_img(0)
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 1
await check_request_img(0)
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 2
await check_request_img(0)
res = await session.rpc('dgpu_next')
assert 'ok' in res.result
assert res.result['ok'] == 0
@pytest.mark.parametrize(
'dgpu_workers', [(3, ['midj'])], indirect=True)
async def test_dgpu_rotation_next_worker_disconnect(dgpu_workers):
'''Connect three dgpu workers, disconnect the first one and check
next_worker rotation happens correctly
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 3)
await trio.sleep(3)
# stop worker who's turn is next
for _ in range(2):
ec, out = dgpu_workers[0].exec_run(['pkill', '-INT', '-f', 'skynet'])
assert ec == 0
dgpu_workers[0].wait()
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 2
async with trio.open_nursery() as n:
n.start_soon(check_request_img, 0)
n.start_soon(check_request_img, 0)
async def test_dgpu_no_ack_node_disconnect(skynet_running):
'''Mock a node that connects, gets a request but fails to
acknowledge it, then check skynet correctly drops the node
'''
async def mock_rpc(req, ctx):
resp = SkynetRPCResponse()
resp.result.update({'error': 'can\'t do it mate'})
return resp
dgpu_addr = f'tcp://127.0.0.1:{get_random_port()}'
mock_server = SessionServer(
dgpu_addr,
mock_rpc,
cert_name='whitelist/testing.cert',
key_name='testing.key'
)
async with mock_server.open():
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
res = await session.rpc('dgpu_online', {
'dgpu_addr': dgpu_addr,
'cert': 'whitelist/testing.cert'
})
assert 'ok' in res.result
await wait_for_dgpus(session, 1)
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0)
assert 'can\'t do it mate' in str(e.value)
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result
assert res.result['ok'] == 0
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_timeout_while_processing(dgpu_workers):
'''Stop node while processing request to cause timeout and
then check skynet correctly drops the node.
'''
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
async def check_request_img_raises():
with pytest.raises(SkynetDGPUComputeError) as e:
await check_request_img(0)
assert 'timeout while processing request' in str(e)
async with trio.open_nursery() as n:
n.start_soon(check_request_img_raises)
await trio.sleep(1)
ec, out = dgpu_workers[0].exec_run(
['pkill', '-TERM', '-f', 'skynet'])
assert ec == 0
@pytest.mark.parametrize(
'dgpu_workers', [(1, ['midj'])], indirect=True)
async def test_dgpu_img2img(dgpu_workers):
with open_skynet_rpc(
'test-ctx',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
await wait_for_dgpus(session, 1)
await trio.sleep(2)
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red old tractor in a sunny wheat field',
'step': 28,
'width': 512, 'height': 512,
'guidance': 7.5,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': None
}
},
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
img_raw = res.bin
img = Image.open(io.BytesIO(img_raw))
img.save('txt2img.png')
res = await session.rpc(
'dgpu_call', {
'method': 'diffuse',
'params': {
'prompt': 'red ferrari in a sunny wheat field',
'step': 28,
'guidance': 8,
'strength': 0.7,
'seed': None,
'algo': list(ALGOS.keys())[0],
'upscaler': 'x4'
}
},
binext=img_raw,
timeout=60
)
if 'error' in res.result:
raise SkynetDGPUComputeError(MessageToDict(res.result))
img_raw = res.bin
img = Image.open(io.BytesIO(img_raw))
img.save('img2img.png')

86
tests/test_skynet.py
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@ -1,86 +0,0 @@
#!/usr/bin/python
import logging
import trio
import pynng
import pytest
import trio_asyncio
from skynet.brain import run_skynet
from skynet.structs import *
from skynet.network import SessionServer
from skynet.frontend import open_skynet_rpc
async def test_skynet(skynet_running):
...
async def test_skynet_attempt_insecure(skynet_running):
with pytest.raises(pynng.exceptions.NNGException) as e:
with open_skynet_rpc('bad-actor') as session:
with trio.fail_after(5):
await session.rpc('skynet_shutdown')
async def test_skynet_dgpu_connection_simple(skynet_running):
async def rpc_handler(req, ctx):
...
fake_dgpu_addr = 'tcp://127.0.0.1:41001'
rpc_server = SessionServer(
fake_dgpu_addr,
rpc_handler,
cert_name='whitelist/testing.cert',
key_name='testing.key'
)
with open_skynet_rpc(
'dgpu-0',
cert_name='whitelist/testing.cert',
key_name='testing.key'
) as session:
# check 0 nodes are connected
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# check next worker is None
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == None
async with rpc_server.open() as rpc_server:
# connect 1 dgpu
res = await session.rpc(
'dgpu_online', {
'dgpu_addr': fake_dgpu_addr,
'cert': 'whitelist/testing.cert'
})
assert 'ok' in res.result.keys()
# check 1 node is connected
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 1
# check next worker is 0
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# disconnect 1 dgpu
res = await session.rpc('dgpu_offline')
assert 'ok' in res.result.keys()
# check 0 nodes are connected
res = await session.rpc('dgpu_workers')
assert 'ok' in res.result.keys()
assert res.result['ok'] == 0
# check next worker is None
res = await session.rpc('dgpu_next')
assert 'ok' in res.result.keys()
assert res.result['ok'] == None

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