mirror of https://github.com/skygpu/skynet.git
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2 Commits
42ff3b106b
...
be2512d270
| Author | SHA1 | Date |
|---|---|---|
 Guillermo Rodriguez
|
be2512d270 | |
|
Guillermo Rodriguez
|
5bcda18a20 |
|
|
@ -7,14 +7,57 @@ jobs:
|
|||
name: Pytest Tests
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||||
runs-on: ubuntu-24.04
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timeout-minutes: 10
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||||
|
||||
steps:
|
||||
- uses: actions/checkout@v2
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- uses: actions/checkout@v4
|
||||
with:
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submodules: recursive
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||||
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- name: Install system dependencies (Rust + Python)
|
||||
run: |
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sudo apt-get update
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||||
sudo apt-get install -y \
|
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build-essential \
|
||||
pkg-config \
|
||||
libssl-dev \
|
||||
clang \
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||||
lld \
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protobuf-compiler \
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||||
make \
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||||
wget
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||||
|
||||
- name: Install binaryen 120
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||||
run: |
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wget https://github.com/WebAssembly/binaryen/releases/download/version_120/binaryen-version_120-x86_64-linux.tar.gz
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tar xvf binaryen-version_120-x86_64-linux.tar.gz
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echo "$(pwd)/binaryen-version_120/bin" >> $GITHUB_PATH
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||||
|
||||
- name: Install the latest version of uv
|
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uses: astral-sh/setup-uv@v5
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||||
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- name: Install Rust
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run: |
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curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
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echo "$HOME/.cargo/bin" >> $GITHUB_PATH
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rustup install stable
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rustup component add rust-src --toolchain stable
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rustup target add wasm32-wasip1
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||||
- name: Set up Python environment and dependencies
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run: |
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uv venv .venv --python=3.12
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uv pip install -U rust-contracts-builder
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echo "$(pwd)/.venv/bin" >> $GITHUB_PATH
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||||
- name: Apply required modifications for rust-contracts-builder
|
||||
run: |
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sed -i "s/wasm32-wasi /wasm32-wasip1 /g" .venv/lib/python3.12/site-packages/rust_contracts_builder/__init__.py
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sed -i "s/wasm32-wasi\//wasm32-wasip1\//g" .venv/lib/python3.12/site-packages/rust_contracts_builder/__init__.py
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- name: Build Rust project
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||||
run: rust-contract build
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working-directory: tests/contracts/skygpu-contract
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- uses: actions/cache@v3
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name: Cache venv
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with:
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||||
|
|
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|||
|
|
@ -0,0 +1,3 @@
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[submodule "tests/contracts/skygpu-contract"]
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path = tests/contracts/skygpu-contract
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url = https://github.com/skygpu/skygpu-contract.git
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|
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@ -78,6 +78,7 @@ torch = { index = "torch" }
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triton = { index = "torch" }
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torchvision = { index = "torch" }
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py-leap = { git = "https://github.com/guilledk/py-leap.git", branch = "struct_unwrap" }
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# py-leap = { path = "../py-leap", editable = true}
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pytest-dockerctl = { git = "https://github.com/pikers/pytest-dockerctl.git", branch = "g_update" }
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|
||||
[build-system]
|
||||
|
|
|
|||
|
|
@ -16,13 +16,14 @@ async def open_test_worker(
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cleos, ipfs_node,
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account: str = 'testworker',
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permission: str = 'active',
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key: str = '5KRPFxF4RJebqPXqRzwStmCaEWeRfp3pR7XUNoA3zCHt5fnPu3s',
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hf_token: str = '',
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**kwargs
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):
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config = override_dgpu_config(
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account=account,
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permission=permission,
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key=cleos.private_keys[account],
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key=key,
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node_url=cleos.endpoint,
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ipfs_url=ipfs_node[1].endpoint,
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hf_token=hf_token,
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|
|
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|||
|
|
@ -273,221 +273,3 @@ TG_MAX_WIDTH = 1280
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TG_MAX_HEIGHT = 1280
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DEFAULT_SINGLE_CARD_MAP = 'cuda:0'
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|
||||
GPU_CONTRACT_ABI = {
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"version": "eosio::abi/1.2",
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||||
"types": [],
|
||||
"structs": [
|
||||
{
|
||||
"name": "account",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "user", "type": "name"},
|
||||
{"name": "balance", "type": "asset"},
|
||||
{"name": "nonce", "type": "uint64"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "card",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "id", "type": "uint64"},
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||||
{"name": "owner", "type": "name"},
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||||
{"name": "card_name", "type": "string"},
|
||||
{"name": "version", "type": "string"},
|
||||
{"name": "total_memory", "type": "uint64"},
|
||||
{"name": "mp_count", "type": "uint32"},
|
||||
{"name": "extra", "type": "string"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "clean",
|
||||
"base": "",
|
||||
"fields": []
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "token_contract", "type": "name"},
|
||||
{"name": "token_symbol", "type": "symbol"}
|
||||
]
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||||
},
|
||||
{
|
||||
"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": "string"},
|
||||
{"name": "reward", "type": "asset"},
|
||||
{"name": "min_verification", "type": "uint32"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "gcfgstruct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "token_contract", "type": "name"},
|
||||
{"name": "token_symbol", "type": "symbol"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "submit",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "worker", "type": "name"},
|
||||
{"name": "request_id", "type": "uint64"},
|
||||
{"name": "request_hash", "type": "checksum256"},
|
||||
{"name": "result_hash", "type": "checksum256"},
|
||||
{"name": "ipfs_hash", "type": "string"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "withdraw",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "user", "type": "name"},
|
||||
{"name": "quantity", "type": "asset"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "work_request_struct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "id", "type": "uint64"},
|
||||
{"name": "user", "type": "name"},
|
||||
{"name": "reward", "type": "asset"},
|
||||
{"name": "min_verification", "type": "uint32"},
|
||||
{"name": "nonce", "type": "uint64"},
|
||||
{"name": "body", "type": "string"},
|
||||
{"name": "binary_data", "type": "string"},
|
||||
{"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": "max_workers", "type": "uint32"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "workcancel",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "worker", "type": "name"},
|
||||
{"name": "request_id", "type": "uint64"},
|
||||
{"name": "reason", "type": "string"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "worker",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "account", "type": "name"},
|
||||
{"name": "joined", "type": "time_point_sec"},
|
||||
{"name": "left", "type": "time_point_sec"},
|
||||
{"name": "url", "type": "string"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "worker_status_struct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{"name": "worker", "type": "name"},
|
||||
{"name": "status", "type": "string"},
|
||||
{"name": "started", "type": "time_point_sec"}
|
||||
]
|
||||
}
|
||||
],
|
||||
"actions": [
|
||||
{"name": "clean", "type": "clean", "ricardian_contract": ""},
|
||||
{"name": "config", "type": "config", "ricardian_contract": ""},
|
||||
{"name": "dequeue", "type": "dequeue", "ricardian_contract": ""},
|
||||
{"name": "enqueue", "type": "enqueue", "ricardian_contract": ""},
|
||||
{"name": "submit", "type": "submit", "ricardian_contract": ""},
|
||||
{"name": "withdraw", "type": "withdraw", "ricardian_contract": ""},
|
||||
{"name": "workbegin", "type": "workbegin", "ricardian_contract": ""},
|
||||
{"name": "workcancel", "type": "workcancel", "ricardian_contract": ""}
|
||||
],
|
||||
"tables": [
|
||||
{
|
||||
"name": "cards",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "card"
|
||||
},
|
||||
{
|
||||
"name": "gcfgstruct",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "gcfgstruct"
|
||||
},
|
||||
{
|
||||
"name": "queue",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "work_request_struct"
|
||||
},
|
||||
{
|
||||
"name": "results",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "work_result_struct"
|
||||
},
|
||||
{
|
||||
"name": "status",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "worker_status_struct"
|
||||
},
|
||||
{
|
||||
"name": "users",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "account"
|
||||
},
|
||||
{
|
||||
"name": "workers",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": [],
|
||||
"type": "worker"
|
||||
}
|
||||
],
|
||||
"ricardian_clauses": [],
|
||||
"error_messages": [],
|
||||
"abi_extensions": [],
|
||||
"variants": [],
|
||||
"action_results": []
|
||||
}
|
||||
|
|
|
|||
|
|
@ -0,0 +1,304 @@
|
|||
import time
|
||||
|
||||
import msgspec
|
||||
from leap import CLEOS
|
||||
from leap.protocol import Name
|
||||
|
||||
from skynet.types import (
|
||||
ConfigV1,
|
||||
AccountV1,
|
||||
WorkerV0,
|
||||
RequestV1,
|
||||
BodyV0,
|
||||
WorkerStatusV0,
|
||||
ResultV0
|
||||
)
|
||||
|
||||
|
||||
class ConfigNotFound(BaseException):
|
||||
...
|
||||
|
||||
class AccountNotFound(BaseException):
|
||||
...
|
||||
|
||||
class WorkerNotFound(BaseException):
|
||||
...
|
||||
|
||||
class RequestNotFound(BaseException):
|
||||
...
|
||||
|
||||
class WorkerStatusNotFound(BaseException):
|
||||
...
|
||||
|
||||
|
||||
class GPUContractAPI:
|
||||
|
||||
def __init__(self, cleos: CLEOS):
|
||||
self.receiver = 'gpu.scd'
|
||||
self._cleos = cleos
|
||||
|
||||
# views into data
|
||||
|
||||
async def get_config(self) -> ConfigV1:
|
||||
rows = await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'config',
|
||||
resp_cls=ConfigV1
|
||||
)
|
||||
if len(rows) == 0:
|
||||
raise ConfigNotFound()
|
||||
|
||||
return rows[0]
|
||||
|
||||
async def get_user(self, user: str) -> AccountV1:
|
||||
rows = await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'users',
|
||||
key_type='name',
|
||||
lower_bound=user,
|
||||
upper_bound=user,
|
||||
resp_cls=AccountV1
|
||||
)
|
||||
if len(rows) == 0:
|
||||
raise AccountNotFound(user)
|
||||
|
||||
return rows[0]
|
||||
|
||||
async def get_users(self) -> list[AccountV1]:
|
||||
return await self._cleos.aget_table(self.receiver, self.receiver, 'users', resp_cls=AccountV1)
|
||||
|
||||
async def get_worker(self, worker: str) -> WorkerV0:
|
||||
rows = await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'workers',
|
||||
key_type='name',
|
||||
lower_bound=worker,
|
||||
upper_bound=worker,
|
||||
resp_cls=WorkerV0
|
||||
)
|
||||
if len(rows) == 0:
|
||||
raise WorkerNotFound(worker)
|
||||
|
||||
return rows[0]
|
||||
|
||||
async def get_workers(self) -> list[AccountV1]:
|
||||
return await self._cleos.aget_table(self.receiver, self.receiver, 'workers', resp_cls=WorkerV0)
|
||||
|
||||
async def get_queue(self) -> RequestV1:
|
||||
return await self._cleos.aget_table(self.receiver, self.receiver, 'queue', resp_cls=RequestV1)
|
||||
|
||||
async def get_request(self, request_id: int) -> RequestV1:
|
||||
rows = await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'queue',
|
||||
lower_bound=request_id,
|
||||
upper_bound=request_id,
|
||||
resp_cls=RequestV1
|
||||
)
|
||||
if len(rows) == 0:
|
||||
raise RequestNotFound(request_id)
|
||||
|
||||
return rows[0]
|
||||
|
||||
async def get_requests_since(self, seconds: int) -> list[RequestV1]:
|
||||
return await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'queue',
|
||||
index_position=2,
|
||||
key_type='i64',
|
||||
lower_bound=int(time.time()) - seconds,
|
||||
resp_cls=RequestV1
|
||||
)
|
||||
|
||||
async def get_statuses_for_request(self, request_id: int) -> list[WorkerStatusV0]:
|
||||
return await self._cleos.aget_table(
|
||||
self.receiver, str(Name.from_int(request_id)), 'status',
|
||||
resp_cls=WorkerStatusV0
|
||||
)
|
||||
|
||||
async def get_worker_status_for_request(self, request_id: int, worker: str) -> WorkerStatusV0:
|
||||
rows = await self._cleos.aget_table(
|
||||
self.receiver, str(Name.from_int(request_id)), 'status',
|
||||
key_type='name',
|
||||
lower_bound=worker,
|
||||
upper_bound=worker,
|
||||
resp_cls=WorkerStatusV0
|
||||
)
|
||||
if len(rows) == 0:
|
||||
raise WorkerStatusNotFound(request_id)
|
||||
|
||||
return rows[0]
|
||||
|
||||
async def get_results(self, request_id: int) -> list[ResultV0]:
|
||||
return await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'results',
|
||||
index_position=2,
|
||||
key_type='i64',
|
||||
lower_bound=request_id,
|
||||
upper_bound=request_id,
|
||||
resp_cls=ResultV0
|
||||
)
|
||||
|
||||
async def get_worker_results(self, worker: str) -> list[ResultV0]:
|
||||
return await self._cleos.aget_table(
|
||||
self.receiver, self.receiver, 'results',
|
||||
index_position=4,
|
||||
key_type='name',
|
||||
lower_bound=worker,
|
||||
upper_bound=worker,
|
||||
resp_cls=ResultV0
|
||||
)
|
||||
|
||||
# system actions
|
||||
async def init_config(self, token_account: str, token_symbol: str):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'config',
|
||||
[token_account, token_symbol],
|
||||
self.receiver
|
||||
)
|
||||
|
||||
async def clean_tables(self, nuke: bool = False):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'clean',
|
||||
[nuke],
|
||||
self.receiver
|
||||
)
|
||||
|
||||
# balance actions
|
||||
|
||||
async def deposit(self, user: str, quantity: str):
|
||||
return await self._cleos.a_push_action(
|
||||
'eosio.token',
|
||||
'transfer',
|
||||
[user, self.receiver, quantity, 'testing gpu deposit'],
|
||||
user,
|
||||
key=self._cleos.private_keys[user]
|
||||
)
|
||||
|
||||
async def withdraw(self, user: str, quantity: str):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'withdraw',
|
||||
[user, quantity],
|
||||
user,
|
||||
key=self._cleos.private_keys[user]
|
||||
)
|
||||
|
||||
# worker actions
|
||||
|
||||
async def register_worker(
|
||||
self,
|
||||
worker: str,
|
||||
url: str
|
||||
):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'regworker',
|
||||
[worker, url],
|
||||
worker,
|
||||
key=self._cleos.private_keys[worker]
|
||||
)
|
||||
|
||||
async def unregister_worker(
|
||||
self,
|
||||
worker: str,
|
||||
reason: str
|
||||
):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'unregworker',
|
||||
[worker, reason],
|
||||
worker,
|
||||
key=self._cleos.private_keys[worker]
|
||||
)
|
||||
|
||||
async def accept_work(
|
||||
self,
|
||||
worker: str,
|
||||
request_id: int,
|
||||
max_workers: int = 10
|
||||
):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'workbegin',
|
||||
[worker, request_id, max_workers],
|
||||
worker,
|
||||
key=self._cleos.private_keys[worker]
|
||||
)
|
||||
|
||||
async def cancel_work(
|
||||
self,
|
||||
worker: str,
|
||||
request_id: int,
|
||||
reason: str
|
||||
):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'workcancel',
|
||||
[worker, request_id, reason],
|
||||
worker,
|
||||
key=self._cleos.private_keys[worker]
|
||||
)
|
||||
|
||||
async def submit_work(
|
||||
self,
|
||||
worker: str,
|
||||
request_id: int,
|
||||
result_hash: str,
|
||||
ipfs_hash: str
|
||||
):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'submit',
|
||||
[worker, request_id, result_hash, ipfs_hash],
|
||||
worker,
|
||||
key=self._cleos.private_keys[worker]
|
||||
)
|
||||
|
||||
# user actions
|
||||
|
||||
async def enqueue(
|
||||
self,
|
||||
account: str,
|
||||
body: BodyV0,
|
||||
binary_data: str = '',
|
||||
reward: str = '1.0000 TLOS',
|
||||
min_verification: int = 1
|
||||
) -> int:
|
||||
|
||||
body = msgspec.json.encode(body).decode('utf-8')
|
||||
result = await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'enqueue',
|
||||
[
|
||||
account,
|
||||
body,
|
||||
binary_data,
|
||||
reward,
|
||||
min_verification
|
||||
],
|
||||
account,
|
||||
key=self._cleos.private_keys[account]
|
||||
)
|
||||
console = result['processed']['action_traces'][0]['console']
|
||||
nonce_index = -1
|
||||
timestamp_index = -2
|
||||
lines = console.rstrip().split('\n')
|
||||
nonce = int(lines[nonce_index])
|
||||
timestamp = lines[timestamp_index]
|
||||
|
||||
return RequestV1(
|
||||
id=int(nonce),
|
||||
user=account,
|
||||
reward=reward,
|
||||
min_verification=min_verification,
|
||||
body=body,
|
||||
binary_data=binary_data,
|
||||
timestamp=timestamp
|
||||
)
|
||||
|
||||
async def dequeue(self, user: str, request_id: int):
|
||||
return await self._cleos.a_push_action(
|
||||
self.receiver,
|
||||
'dequeue',
|
||||
[user, request_id],
|
||||
user,
|
||||
key=self._cleos.private_keys[user]
|
||||
)
|
||||
|
|
@ -4,10 +4,14 @@ from contextlib import asynccontextmanager as acm
|
|||
import trio
|
||||
import urwid
|
||||
|
||||
from leap import CLEOS
|
||||
|
||||
from skynet.config import Config
|
||||
from skynet.ipfs import AsyncIPFSHTTP
|
||||
from skynet.contract import GPUContractAPI
|
||||
from skynet.dgpu.tui import init_tui, WorkerMonitor
|
||||
from skynet.dgpu.daemon import dgpu_serve_forever
|
||||
from skynet.dgpu.network import NetConnector, maybe_open_contract_state_mngr
|
||||
from skynet.dgpu.network import maybe_open_contract_state_mngr
|
||||
|
||||
|
||||
@acm
|
||||
|
|
@ -19,17 +23,24 @@ async def open_worker(config: Config):
|
|||
if config.tui:
|
||||
tui = init_tui(config)
|
||||
|
||||
conn = NetConnector(config)
|
||||
cleos = CLEOS(endpoint=config.node_url)
|
||||
cleos.import_key(config.account, config.key)
|
||||
abi = cleos.get_abi('gpu.scd')
|
||||
cleos.load_abi('gpu.scd', abi)
|
||||
|
||||
ipfs_api = AsyncIPFSHTTP(config.ipfs_url)
|
||||
|
||||
contract = GPUContractAPI(cleos)
|
||||
try:
|
||||
async with maybe_open_contract_state_mngr(conn) as state_mngr:
|
||||
async with maybe_open_contract_state_mngr(contract) as state_mngr:
|
||||
n: trio.Nursery
|
||||
async with trio.open_nursery() as n:
|
||||
if tui:
|
||||
n.start_soon(tui.run)
|
||||
|
||||
n.start_soon(dgpu_serve_forever, config, conn, state_mngr)
|
||||
n.start_soon(dgpu_serve_forever, config, contract, ipfs_api, state_mngr)
|
||||
|
||||
yield conn, state_mngr
|
||||
yield contract, ipfs_api, state_mngr
|
||||
|
||||
n.cancel_scope.cancel()
|
||||
|
||||
|
|
|
|||
|
|
@ -1,6 +1,5 @@
|
|||
import logging
|
||||
from functools import partial
|
||||
from hashlib import sha256
|
||||
|
||||
import trio
|
||||
import msgspec
|
||||
|
|
@ -9,20 +8,21 @@ from skynet.config import DgpuConfig as Config
|
|||
from skynet.types import (
|
||||
BodyV0
|
||||
)
|
||||
from skynet.contract import GPUContractAPI
|
||||
from skynet.constants import MODELS
|
||||
from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_img
|
||||
from skynet.dgpu.errors import DGPUComputeError
|
||||
from skynet.dgpu.tui import maybe_update_tui, maybe_update_tui_async
|
||||
from skynet.dgpu.compute import maybe_load_model, compute_one
|
||||
from skynet.dgpu.network import (
|
||||
NetConnector,
|
||||
ContractState,
|
||||
)
|
||||
|
||||
|
||||
async def maybe_update_tui_balance(conn: NetConnector):
|
||||
async def maybe_update_tui_balance(contract: GPUContractAPI):
|
||||
async def _fn(tui):
|
||||
# update balance
|
||||
balance = await conn.get_worker_balance()
|
||||
balance = await contract.get_user(tui.config.account).balance
|
||||
tui.set_header_text(new_balance=f'balance: {balance}')
|
||||
|
||||
await maybe_update_tui_async(_fn)
|
||||
|
|
@ -30,7 +30,8 @@ async def maybe_update_tui_balance(conn: NetConnector):
|
|||
|
||||
async def maybe_serve_one(
|
||||
config: Config,
|
||||
conn: NetConnector,
|
||||
contract: GPUContractAPI,
|
||||
ipfs_api: AsyncIPFSHTTP,
|
||||
state_mngr: ContractState,
|
||||
):
|
||||
logging.info(f'maybe serve request pi: {state_mngr.poll_index}')
|
||||
|
|
@ -91,7 +92,7 @@ async def maybe_serve_one(
|
|||
# user `GPUConnector` to IO with
|
||||
# storage layer to seed the compute
|
||||
# task.
|
||||
img = await conn.get_input_data(_input)
|
||||
img = await get_ipfs_img(f'https://{config.ipfs_domain}/ipfs/{_input}')
|
||||
inputs.append(img)
|
||||
logging.info(f'retrieved {_input}!')
|
||||
break
|
||||
|
|
@ -101,24 +102,12 @@ async def maybe_serve_one(
|
|||
f'IPFS fetch input error !?! retries left {retry - r - 1}\n'
|
||||
)
|
||||
|
||||
# compute unique request hash used on submit
|
||||
hash_str = (
|
||||
str(req.nonce)
|
||||
+
|
||||
req.body
|
||||
+
|
||||
req.binary_data
|
||||
)
|
||||
logging.debug(f'hashing: {hash_str}')
|
||||
request_hash = sha256(hash_str.encode('utf-8')).hexdigest()
|
||||
logging.info(f'calculated request hash: {request_hash}')
|
||||
|
||||
total_step = body.params.step
|
||||
mode = body.method
|
||||
|
||||
# TODO: validate request
|
||||
|
||||
resp = await conn.begin_work(req.id)
|
||||
resp = await contract.accept_work(config.account, req.id)
|
||||
if not resp or 'code' in resp:
|
||||
logging.info('begin_work error, probably being worked on already... skip.')
|
||||
return
|
||||
|
|
@ -155,27 +144,33 @@ async def maybe_serve_one(
|
|||
|
||||
maybe_update_tui(lambda tui: tui.set_progress(total_step))
|
||||
|
||||
ipfs_hash = await conn.publish_on_ipfs(output, typ=output_type)
|
||||
ipfs_hash = await ipfs_api.publish(output, type=output_type)
|
||||
|
||||
await conn.submit_work(req.id, request_hash, output_hash, ipfs_hash)
|
||||
await contract.submit_work(config.account, req.id, output_hash, ipfs_hash)
|
||||
|
||||
await maybe_update_tui_balance(conn)
|
||||
await state_mngr.update_state()
|
||||
|
||||
await maybe_update_tui_balance(contract)
|
||||
|
||||
|
||||
except BaseException as err:
|
||||
if 'network cancel' not in str(err):
|
||||
logging.exception('Failed to serve model request !?\n')
|
||||
|
||||
await state_mngr.update_state()
|
||||
|
||||
if state_mngr.is_request_in_progress(req.id):
|
||||
await conn.cancel_work(req.id, 'reason not provided')
|
||||
await contract.cancel_work(config.account, req.id, 'reason not provided')
|
||||
|
||||
|
||||
async def dgpu_serve_forever(
|
||||
config: Config,
|
||||
conn: NetConnector,
|
||||
contract: GPUContractAPI,
|
||||
ipfs_api: AsyncIPFSHTTP,
|
||||
state_mngr: ContractState
|
||||
):
|
||||
await maybe_update_tui_balance(conn)
|
||||
await maybe_update_tui_balance(contract)
|
||||
maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=config.account))
|
||||
|
||||
last_poll_idx = -1
|
||||
try:
|
||||
|
|
@ -187,7 +182,7 @@ async def dgpu_serve_forever(
|
|||
|
||||
last_poll_idx = state_mngr.poll_index
|
||||
|
||||
await maybe_serve_one(config, conn, state_mngr)
|
||||
await maybe_serve_one(config, contract, ipfs_api, state_mngr)
|
||||
|
||||
except KeyboardInterrupt:
|
||||
...
|
||||
|
|
|
|||
|
|
@ -1,9 +1,7 @@
|
|||
import io
|
||||
import json
|
||||
import time
|
||||
import random
|
||||
import logging
|
||||
from pathlib import Path
|
||||
from contextlib import asynccontextmanager as acm
|
||||
from functools import partial
|
||||
|
||||
|
|
@ -13,25 +11,15 @@ import anyio
|
|||
import httpx
|
||||
import outcome
|
||||
import msgspec
|
||||
from PIL import Image
|
||||
from leap.cleos import CLEOS
|
||||
from leap.protocol import Asset
|
||||
from skynet.dgpu.tui import maybe_update_tui
|
||||
from skynet.config import DgpuConfig as Config, load_skynet_toml
|
||||
from skynet.config import load_skynet_toml
|
||||
from skynet.contract import GPUContractAPI
|
||||
from skynet.types import (
|
||||
ConfigV0,
|
||||
AccountV0,
|
||||
BodyV0,
|
||||
RequestV0,
|
||||
RequestV1,
|
||||
WorkerStatusV0,
|
||||
ResultV0
|
||||
)
|
||||
from skynet.constants import GPU_CONTRACT_ABI
|
||||
|
||||
from skynet.ipfs import (
|
||||
AsyncIPFSHTTP,
|
||||
get_ipfs_file,
|
||||
)
|
||||
|
||||
|
||||
REQUEST_UPDATE_TIME: int = 3
|
||||
|
|
@ -56,239 +44,6 @@ async def failable(fn: partial, ret_fail=None):
|
|||
return o.unwrap()
|
||||
|
||||
|
||||
class NetConnector:
|
||||
'''
|
||||
An API for connecting to and conducting various "high level"
|
||||
network-service operations in the skynet.
|
||||
|
||||
- skynet user account creds
|
||||
- hyperion API
|
||||
- IPFs client
|
||||
- CLEOS client
|
||||
|
||||
'''
|
||||
def __init__(self, config: Config):
|
||||
self.config = config
|
||||
self.cleos = CLEOS(endpoint=config.node_url)
|
||||
self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI)
|
||||
|
||||
self.ipfs_client = AsyncIPFSHTTP(config.ipfs_url)
|
||||
|
||||
maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.config.account))
|
||||
|
||||
|
||||
# blockchain helpers
|
||||
|
||||
async def get_work_requests_last_hour(self) -> list[RequestV0]:
|
||||
logging.info('get_work_requests_last_hour')
|
||||
rows = await failable(
|
||||
partial(
|
||||
self.cleos.aget_table,
|
||||
'gpu.scd', 'gpu.scd', 'queue',
|
||||
index_position=2,
|
||||
key_type='i64',
|
||||
lower_bound=int(time.time()) - 3600,
|
||||
resp_cls=RequestV0
|
||||
), ret_fail=[])
|
||||
|
||||
logging.info(f'found {len(rows)} requests on queue')
|
||||
return rows
|
||||
|
||||
async def get_status_by_request_id(self, request_id: int) -> list[WorkerStatusV0]:
|
||||
logging.info('get_status_by_request_id')
|
||||
rows = await failable(
|
||||
partial(
|
||||
self.cleos.aget_table,
|
||||
'gpu.scd', request_id, 'status', resp_cls=WorkerStatusV0), ret_fail=[])
|
||||
|
||||
logging.info(f'found status for workers: {[r.worker for r in rows]}')
|
||||
return rows
|
||||
|
||||
async def get_global_config(self) -> ConfigV0:
|
||||
logging.info('get_global_config')
|
||||
rows = await failable(
|
||||
partial(
|
||||
self.cleos.aget_table,
|
||||
'gpu.scd', 'gpu.scd', 'config',
|
||||
resp_cls=ConfigV0))
|
||||
|
||||
if rows:
|
||||
cfg = rows[0]
|
||||
logging.info(f'config found: {cfg}')
|
||||
return cfg
|
||||
else:
|
||||
logging.error('global config not found, is the contract initialized?')
|
||||
return None
|
||||
|
||||
async def get_worker_balance(self) -> str:
|
||||
logging.info('get_worker_balance')
|
||||
rows = await failable(
|
||||
partial(
|
||||
self.cleos.aget_table,
|
||||
'gpu.scd', 'gpu.scd', 'users',
|
||||
index_position=1,
|
||||
key_type='name',
|
||||
lower_bound=self.config.account,
|
||||
upper_bound=self.config.account,
|
||||
resp_cls=AccountV0
|
||||
))
|
||||
|
||||
if rows:
|
||||
b = rows[0].balance
|
||||
logging.info(f'balance: {b}')
|
||||
return b
|
||||
else:
|
||||
logging.info('no balance info found')
|
||||
return None
|
||||
|
||||
async def begin_work(self, request_id: int):
|
||||
'''
|
||||
Publish to the bc that the worker is beginning a model-computation
|
||||
step.
|
||||
|
||||
'''
|
||||
logging.info(f'begin_work on #{request_id}')
|
||||
return await failable(
|
||||
partial(
|
||||
self.cleos.a_push_action,
|
||||
'gpu.scd',
|
||||
'workbegin',
|
||||
list({
|
||||
'worker': self.config.account,
|
||||
'request_id': request_id,
|
||||
'max_workers': 2
|
||||
}.values()),
|
||||
self.config.account, self.config.key,
|
||||
permission=self.config.permission
|
||||
)
|
||||
)
|
||||
|
||||
async def cancel_work(self, request_id: int, reason: str):
|
||||
logging.info(f'cancel_work on #{request_id}')
|
||||
return await failable(
|
||||
partial(
|
||||
self.cleos.a_push_action,
|
||||
'gpu.scd',
|
||||
'workcancel',
|
||||
list({
|
||||
'worker': self.config.account,
|
||||
'request_id': request_id,
|
||||
'reason': reason
|
||||
}.values()),
|
||||
self.config.account, self.config.key,
|
||||
permission=self.config.permission
|
||||
)
|
||||
)
|
||||
|
||||
async def maybe_withdraw_all(self):
|
||||
logging.info('maybe_withdraw_all')
|
||||
balance = await self.get_worker_balance()
|
||||
if not balance:
|
||||
return
|
||||
|
||||
balance_amount = float(balance.split(' ')[0])
|
||||
if balance_amount > 0:
|
||||
await failable(
|
||||
partial(
|
||||
self.cleos.a_push_action,
|
||||
'gpu.scd',
|
||||
'withdraw',
|
||||
list({
|
||||
'user': self.config.account,
|
||||
'quantity': Asset.from_str(balance)
|
||||
}.values()),
|
||||
self.config.account, self.config.key,
|
||||
permission=self.config.permission
|
||||
)
|
||||
)
|
||||
|
||||
async def find_results(self) -> list[ResultV0]:
|
||||
logging.info('find_results')
|
||||
rows = await failable(
|
||||
partial(
|
||||
self.cleos.aget_table,
|
||||
'gpu.scd', 'gpu.scd', 'results',
|
||||
index_position=4,
|
||||
key_type='name',
|
||||
lower_bound=self.config.account,
|
||||
upper_bound=self.config.account,
|
||||
resp_cls=ResultV0
|
||||
)
|
||||
)
|
||||
return rows
|
||||
|
||||
async def submit_work(
|
||||
self,
|
||||
request_id: int,
|
||||
request_hash: str,
|
||||
result_hash: str,
|
||||
ipfs_hash: str
|
||||
):
|
||||
logging.info(f'submit_work #{request_id}')
|
||||
return await failable(
|
||||
partial(
|
||||
self.cleos.a_push_action,
|
||||
'gpu.scd',
|
||||
'submit',
|
||||
list({
|
||||
'worker': self.config.account,
|
||||
'request_id': request_id,
|
||||
'request_hash': request_hash,
|
||||
'result_hash': result_hash,
|
||||
'ipfs_hash': ipfs_hash
|
||||
}.values()),
|
||||
self.config.account, self.config.key,
|
||||
permission=self.config.permission
|
||||
)
|
||||
)
|
||||
|
||||
# IPFS helpers
|
||||
async def publish_on_ipfs(self, raw, typ: str = 'png'):
|
||||
Path('ipfs-staging').mkdir(exist_ok=True)
|
||||
logging.info('publish_on_ipfs')
|
||||
|
||||
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}')
|
||||
|
||||
file_info = await self.ipfs_client.add(Path(target_file))
|
||||
file_cid = file_info['Hash']
|
||||
logging.info(f'added file to ipfs, CID: {file_cid}')
|
||||
|
||||
await self.ipfs_client.pin(file_cid)
|
||||
logging.info(f'pinned {file_cid}')
|
||||
|
||||
return file_cid
|
||||
|
||||
async def get_input_data(self, ipfs_hash: str) -> Image:
|
||||
'''
|
||||
Retrieve an input (image) from the IPFs layer.
|
||||
|
||||
Normally used to retreive seed (visual) content previously
|
||||
generated/validated by the network to be fed to some
|
||||
consuming AI model.
|
||||
|
||||
'''
|
||||
link = f'https://{self.config.ipfs_domain}/ipfs/{ipfs_hash}'
|
||||
|
||||
res = await get_ipfs_file(link, timeout=1)
|
||||
if not res or res.status_code != 200:
|
||||
logging.warning(f'couldn\'t get ipfs binary data at {link}!')
|
||||
|
||||
# attempt to decode as image
|
||||
input_data = Image.open(io.BytesIO(res.read()))
|
||||
logging.info('decoded as image successfully')
|
||||
|
||||
return input_data
|
||||
|
||||
|
||||
|
||||
def convert_reward_to_int(reward_str):
|
||||
int_part, decimal_part = (
|
||||
reward_str.split('.')[0],
|
||||
|
|
@ -299,12 +54,16 @@ def convert_reward_to_int(reward_str):
|
|||
|
||||
class ContractState:
|
||||
|
||||
def __init__(self, conn: NetConnector):
|
||||
self._conn = conn
|
||||
def __init__(
|
||||
self,
|
||||
contract: GPUContractAPI
|
||||
):
|
||||
self.contract = contract
|
||||
|
||||
self._config = load_skynet_toml().dgpu
|
||||
self._poll_index = 0
|
||||
|
||||
self._queue: list[RequestV0] = []
|
||||
self._queue: list[RequestV1] = []
|
||||
self._status_by_rid: dict[int, list[WorkerStatusV0]] = {}
|
||||
self._results: list[ResultV0] = []
|
||||
|
||||
|
|
@ -315,10 +74,10 @@ class ContractState:
|
|||
return self._poll_index
|
||||
|
||||
async def _fetch_results(self):
|
||||
self._results = await self._conn.find_results()
|
||||
self._results = await self.contract.get_worker_results(self._config.account)
|
||||
|
||||
async def _fetch_statuses_for_id(self, rid: int):
|
||||
self._status_by_rid[rid] = await self._conn.get_status_by_request_id(rid)
|
||||
self._status_by_rid[rid] = await self.contract.get_statuses_for_request(rid)
|
||||
|
||||
async def update_state(self):
|
||||
'''
|
||||
|
|
@ -326,7 +85,7 @@ class ContractState:
|
|||
|
||||
'''
|
||||
# raw queue from chain
|
||||
_queue = await self._conn.get_work_requests_last_hour()
|
||||
_queue = await self.contract.get_requests_since(3600)
|
||||
|
||||
# filter out invalids
|
||||
self._queue = []
|
||||
|
|
@ -380,7 +139,7 @@ class ContractState:
|
|||
return len(self._queue)
|
||||
|
||||
@property
|
||||
def first(self) -> RequestV0 | None:
|
||||
def first(self) -> RequestV1 | None:
|
||||
if len(self._queue) > 0:
|
||||
return self._queue[0]
|
||||
|
||||
|
|
@ -391,7 +150,7 @@ class ContractState:
|
|||
return set((
|
||||
status.worker
|
||||
for status in self._status_by_rid[request_id]
|
||||
if status.worker != self._conn.config.account
|
||||
if status.worker != self._config.account
|
||||
))
|
||||
|
||||
# predicates
|
||||
|
|
@ -406,7 +165,7 @@ class ContractState:
|
|||
|
||||
def should_compete_for_id(self, request_id: int) -> bool:
|
||||
return bool(
|
||||
self._conn.config.non_compete &
|
||||
self._config.non_compete &
|
||||
self.competitors_for_id(request_id)
|
||||
)
|
||||
|
||||
|
|
@ -425,7 +184,7 @@ class ContractState:
|
|||
__state_mngr = None
|
||||
|
||||
@acm
|
||||
async def maybe_open_contract_state_mngr(conn: NetConnector):
|
||||
async def maybe_open_contract_state_mngr(contract: GPUContractAPI):
|
||||
global __state_mngr
|
||||
|
||||
if __state_mngr:
|
||||
|
|
@ -434,7 +193,7 @@ async def maybe_open_contract_state_mngr(conn: NetConnector):
|
|||
|
||||
config = load_skynet_toml().dgpu
|
||||
|
||||
mngr = ContractState(conn)
|
||||
mngr = ContractState(contract)
|
||||
async with trio.open_nursery() as n:
|
||||
await mngr.update_state()
|
||||
n.start_soon(mngr._state_update_task, config.poll_time)
|
||||
|
|
|
|||
|
|
@ -1,8 +1,9 @@
|
|||
import io
|
||||
import logging
|
||||
from pathlib import Path
|
||||
|
||||
import httpx
|
||||
|
||||
from PIL import Image
|
||||
|
||||
class IPFSClientException(Exception):
|
||||
...
|
||||
|
|
@ -53,14 +54,37 @@ class AsyncIPFSHTTP:
|
|||
params=kwargs
|
||||
))['Peers']
|
||||
|
||||
async def publish(self, raw, type: str = 'png'):
|
||||
stage = Path('/tmp/ipfs-staging')
|
||||
stage.mkdir(exist_ok=True)
|
||||
logging.info('publish_on_ipfs')
|
||||
|
||||
async def get_ipfs_file(ipfs_link: str, timeout: int = 60 * 5):
|
||||
target_file = ''
|
||||
match type:
|
||||
case 'png':
|
||||
raw: Image
|
||||
target_file = stage / 'image.png'
|
||||
raw.save(target_file)
|
||||
|
||||
case _:
|
||||
raise ValueError(f'Unsupported output type: {type}')
|
||||
|
||||
file_info = await self.add(Path(target_file))
|
||||
file_cid = file_info['Hash']
|
||||
logging.info(f'added file to ipfs, CID: {file_cid}')
|
||||
|
||||
await self.pin(file_cid)
|
||||
logging.info(f'pinned {file_cid}')
|
||||
|
||||
return file_cid
|
||||
|
||||
async def get_ipfs_img(ipfs_link: str, timeout: int = 3) -> Image:
|
||||
logging.info(f'attempting to get image at {ipfs_link}')
|
||||
resp = None
|
||||
for _ in range(timeout):
|
||||
try:
|
||||
async with httpx.AsyncClient() as client:
|
||||
resp = await client.get(ipfs_link, timeout=3)
|
||||
resp = await client.get(ipfs_link, timeout=timeout)
|
||||
|
||||
except httpx.RequestError as e:
|
||||
logging.warning(f'Request error: {e}')
|
||||
|
|
@ -71,6 +95,14 @@ async def get_ipfs_file(ipfs_link: str, timeout: int = 60 * 5):
|
|||
if resp:
|
||||
logging.info(f'status_code: {resp.status_code}')
|
||||
else:
|
||||
logging.error(f'timeout')
|
||||
logging.error('timeout')
|
||||
return None
|
||||
|
||||
return resp
|
||||
if resp.status_code != 200:
|
||||
logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!')
|
||||
return resp
|
||||
|
||||
img = Image.open(io.BytesIO(resp.read()))
|
||||
logging.info('decoded img successfully')
|
||||
|
||||
return img
|
||||
|
|
|
|||
|
|
@ -39,6 +39,25 @@ class ConfigV0:
|
|||
token_contract: str
|
||||
token_symbol: str
|
||||
|
||||
'''
|
||||
ConfigV1
|
||||
|
||||
singleton containing global info about system, definition:
|
||||
```rust
|
||||
#[chain(table="config", singleton)]
|
||||
pub struct Config {
|
||||
token_account: Name,
|
||||
token_symbol: Symbol,
|
||||
global_nonce: u64
|
||||
}
|
||||
```
|
||||
'''
|
||||
|
||||
class ConfigV1(Struct):
|
||||
token_account: str
|
||||
token_symbol: str
|
||||
global_nonce: int
|
||||
|
||||
'''
|
||||
RequestV0
|
||||
|
||||
|
|
@ -102,6 +121,38 @@ class RequestV0(Struct):
|
|||
binary_data: str
|
||||
timestamp: str
|
||||
|
||||
'''
|
||||
RequestV1
|
||||
|
||||
a request placed on the queue, definition:
|
||||
NEW: nonce field removed
|
||||
|
||||
scope: self.receiver
|
||||
|
||||
```rust
|
||||
#[chain(table="queue")]
|
||||
pub struct Request {
|
||||
#[chain(primary)]
|
||||
id: u64,
|
||||
user: Name,
|
||||
reward: Asset,
|
||||
min_verification: u32,
|
||||
body: String,
|
||||
binary_data: String,
|
||||
#[chain(secondary)]
|
||||
timestamp: TimePointSec
|
||||
}
|
||||
```
|
||||
'''
|
||||
class RequestV1(Struct):
|
||||
id: int
|
||||
user: str
|
||||
reward: str
|
||||
min_verification: int
|
||||
body: str
|
||||
binary_data: str
|
||||
timestamp: str
|
||||
|
||||
|
||||
'''
|
||||
AccountV0
|
||||
|
|
@ -127,6 +178,27 @@ class AccountV0(Struct):
|
|||
balance: str
|
||||
nonce: int
|
||||
|
||||
'''
|
||||
AccountV1
|
||||
|
||||
a user account, users must deposit tokens in order to enqueue requests, definition:
|
||||
|
||||
scope: self.receiver
|
||||
|
||||
```rust
|
||||
#[chain(table="users")]
|
||||
pub struct Account {
|
||||
#[chain(primary)]
|
||||
user: Name,
|
||||
balance: Asset
|
||||
}
|
||||
```
|
||||
'''
|
||||
|
||||
class AccountV1(Struct):
|
||||
user: str
|
||||
balance: str
|
||||
|
||||
|
||||
'''
|
||||
WorkerV0
|
||||
|
|
|
|||
|
|
@ -1,6 +1,7 @@
|
|||
import pytest
|
||||
|
||||
from skynet.ipfs import AsyncIPFSHTTP
|
||||
from skynet.contract import GPUContractAPI
|
||||
from skynet._testing import override_dgpu_config
|
||||
|
||||
|
||||
|
|
@ -24,9 +25,11 @@ def skynet_cleos(cleos_bs):
|
|||
# cleos.import_key('gpu.scd', priv)
|
||||
cleos.new_account('gpu.scd', ram=4200000)
|
||||
|
||||
contract_path = 'tests/contracts/skygpu-contract/target'
|
||||
cleos.deploy_contract_from_path(
|
||||
'gpu.scd',
|
||||
'tests/contracts/gpu.scd',
|
||||
contract_path,
|
||||
contract_name='skygpu',
|
||||
create_account=False
|
||||
)
|
||||
|
||||
|
|
@ -37,9 +40,13 @@ def skynet_cleos(cleos_bs):
|
|||
'gpu.scd'
|
||||
)
|
||||
|
||||
cleos.new_account('testworker')
|
||||
testworker_key = '5KRPFxF4RJebqPXqRzwStmCaEWeRfp3pR7XUNoA3zCHt5fnPu3s'
|
||||
pub_key = cleos.import_key('testworker', testworker_key)
|
||||
cleos.new_account('testworker', key=pub_key)
|
||||
|
||||
yield cleos
|
||||
cleos.wait_blocks(1)
|
||||
|
||||
yield GPUContractAPI(cleos), cleos
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
|
|
|
|||
|
|
@ -1,416 +0,0 @@
|
|||
{
|
||||
"____comment": "This file was generated with eosio-abigen. DO NOT EDIT ",
|
||||
"version": "eosio::abi/1.2",
|
||||
"types": [],
|
||||
"structs": [
|
||||
{
|
||||
"name": "account",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "user",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "balance",
|
||||
"type": "asset"
|
||||
},
|
||||
{
|
||||
"name": "nonce",
|
||||
"type": "uint64"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "card",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "id",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "owner",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "card_name",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"name": "version",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"name": "total_memory",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "mp_count",
|
||||
"type": "uint32"
|
||||
},
|
||||
{
|
||||
"name": "extra",
|
||||
"type": "string"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "clean",
|
||||
"base": "",
|
||||
"fields": []
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "token_contract",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "token_symbol",
|
||||
"type": "symbol"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"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": "string"
|
||||
},
|
||||
{
|
||||
"name": "reward",
|
||||
"type": "asset"
|
||||
},
|
||||
{
|
||||
"name": "min_verification",
|
||||
"type": "uint32"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "global_configuration_struct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "token_contract",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "token_symbol",
|
||||
"type": "symbol"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "submit",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "worker",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "request_id",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "request_hash",
|
||||
"type": "checksum256"
|
||||
},
|
||||
{
|
||||
"name": "result_hash",
|
||||
"type": "checksum256"
|
||||
},
|
||||
{
|
||||
"name": "ipfs_hash",
|
||||
"type": "string"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "withdraw",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "user",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "quantity",
|
||||
"type": "asset"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "work_request_struct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "id",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "user",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "reward",
|
||||
"type": "asset"
|
||||
},
|
||||
{
|
||||
"name": "min_verification",
|
||||
"type": "uint32"
|
||||
},
|
||||
{
|
||||
"name": "nonce",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "body",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"name": "binary_data",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"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": "max_workers",
|
||||
"type": "uint32"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "workcancel",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "worker",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "request_id",
|
||||
"type": "uint64"
|
||||
},
|
||||
{
|
||||
"name": "reason",
|
||||
"type": "string"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "worker",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "account",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "joined",
|
||||
"type": "time_point_sec"
|
||||
},
|
||||
{
|
||||
"name": "left",
|
||||
"type": "time_point_sec"
|
||||
},
|
||||
{
|
||||
"name": "url",
|
||||
"type": "string"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "worker_status_struct",
|
||||
"base": "",
|
||||
"fields": [
|
||||
{
|
||||
"name": "worker",
|
||||
"type": "name"
|
||||
},
|
||||
{
|
||||
"name": "status",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"name": "started",
|
||||
"type": "time_point_sec"
|
||||
}
|
||||
]
|
||||
}
|
||||
],
|
||||
"actions": [
|
||||
{
|
||||
"name": "clean",
|
||||
"type": "clean",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"type": "config",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "dequeue",
|
||||
"type": "dequeue",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "enqueue",
|
||||
"type": "enqueue",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "submit",
|
||||
"type": "submit",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "withdraw",
|
||||
"type": "withdraw",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "workbegin",
|
||||
"type": "workbegin",
|
||||
"ricardian_contract": ""
|
||||
},
|
||||
{
|
||||
"name": "workcancel",
|
||||
"type": "workcancel",
|
||||
"ricardian_contract": ""
|
||||
}
|
||||
],
|
||||
"tables": [
|
||||
{
|
||||
"name": "cards",
|
||||
"type": "card",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": []
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"type": "global_configuration_struct",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": []
|
||||
},
|
||||
{
|
||||
"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": []
|
||||
},
|
||||
{
|
||||
"name": "users",
|
||||
"type": "account",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": []
|
||||
},
|
||||
{
|
||||
"name": "workers",
|
||||
"type": "worker",
|
||||
"index_type": "i64",
|
||||
"key_names": [],
|
||||
"key_types": []
|
||||
}
|
||||
],
|
||||
"ricardian_clauses": [],
|
||||
"variants": [],
|
||||
"action_results": []
|
||||
}
|
||||
Binary file not shown.
|
|
@ -0,0 +1 @@
|
|||
Subproject commit 87794ffb45340103159450694c56f241615431b2
|
||||
|
|
@ -1,13 +1,231 @@
|
|||
import trio
|
||||
import pytest
|
||||
from leap.errors import TransactionPushError
|
||||
from msgspec import json
|
||||
|
||||
from skynet.contract import RequestNotFound, ConfigNotFound
|
||||
from skynet.types import BodyV0, BodyV0Params
|
||||
|
||||
from skynet._testing import open_test_worker
|
||||
|
||||
async def test_system(skynet_cleos):
|
||||
gpu, cleos = skynet_cleos
|
||||
|
||||
# assert config can only be init once (done by fixture)
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.init_config('eosio.token', '4,TLOS')
|
||||
|
||||
# test clean function
|
||||
|
||||
# fill tables with data
|
||||
|
||||
# accounts
|
||||
users = []
|
||||
quantity = '1.0000 TLOS'
|
||||
usr_num = 3
|
||||
for _ in range(usr_num):
|
||||
test_user = cleos.new_account()
|
||||
cleos.transfer_token('eosio', test_user, quantity, 'clean testing')
|
||||
await gpu.deposit(test_user, quantity)
|
||||
# will throw if user not found
|
||||
await gpu.get_user(test_user)
|
||||
users.append(test_user)
|
||||
|
||||
# queue
|
||||
for user in users:
|
||||
await gpu.enqueue(
|
||||
user,
|
||||
BodyV0(
|
||||
method='txt2img',
|
||||
params=BodyV0Params(
|
||||
prompt='ayy lmao',
|
||||
model='skygpu/mocker',
|
||||
step=1,
|
||||
seed=0,
|
||||
guidance=10.0
|
||||
)
|
||||
),
|
||||
min_verification=2 # make reqs stay after 1 result
|
||||
)
|
||||
|
||||
# check requests are in queue
|
||||
queue = await gpu.get_queue()
|
||||
assert len(queue) == usr_num
|
||||
|
||||
# workers
|
||||
workers = []
|
||||
quantity = '1.0000 TLOS'
|
||||
wrk_num = 3
|
||||
for _ in range(wrk_num):
|
||||
worker = cleos.new_account()
|
||||
await gpu.register_worker(worker, 'http://localhost')
|
||||
# will throw if worker not found
|
||||
await gpu.get_worker(worker)
|
||||
workers.append(worker)
|
||||
|
||||
# status
|
||||
for i in range(wrk_num):
|
||||
req = queue[i]
|
||||
worker = workers[i]
|
||||
await gpu.accept_work(worker, req.id)
|
||||
# will throw is status not found
|
||||
await gpu.get_worker_status_for_request(req.id, worker)
|
||||
|
||||
# results
|
||||
# make one of the workers finish to populate result
|
||||
await gpu.submit_work(
|
||||
workers[0],
|
||||
queue[0].id,
|
||||
'ff' * 32,
|
||||
'null hash'
|
||||
)
|
||||
|
||||
results = await gpu.get_results(queue[0].id)
|
||||
assert len(results) == 1
|
||||
|
||||
# all tables populated
|
||||
|
||||
# run clean nuke == false
|
||||
await gpu.clean_tables()
|
||||
|
||||
# assert tables empty
|
||||
assert len(await gpu.get_queue()) == 0
|
||||
for req in queue:
|
||||
assert len(await gpu.get_statuses_for_request(req.id)) == 0
|
||||
assert len(await gpu.get_results(req.id)) == 0
|
||||
|
||||
# check config, accounts and workers still there
|
||||
await gpu.get_config() # raises if not found
|
||||
assert len(await gpu.get_users()) == usr_num
|
||||
assert len(await gpu.get_workers()) == wrk_num
|
||||
|
||||
# test nuke
|
||||
await gpu.clean_tables(nuke=True)
|
||||
with pytest.raises(ConfigNotFound):
|
||||
await gpu.get_config()
|
||||
|
||||
assert len(await gpu.get_users()) == 0
|
||||
assert len(await gpu.get_workers()) == 0
|
||||
|
||||
# re init config in case other tests run
|
||||
await gpu.init_config('eosio.token', '4,TLOS')
|
||||
|
||||
|
||||
async def test_balance(skynet_cleos):
|
||||
gpu, cleos = skynet_cleos
|
||||
|
||||
# create fresh account
|
||||
account = cleos.new_account()
|
||||
|
||||
# try call withdraw with no user account reg'd
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.withdraw(account, '1.0000 TLOS')
|
||||
|
||||
# give tokens and deposit to gpu
|
||||
quantity = '1000.0000 TLOS'
|
||||
cleos.transfer_token('eosio', account, quantity)
|
||||
await gpu.deposit(account, quantity)
|
||||
|
||||
# check if balance increased
|
||||
account_row = await gpu.get_user(account)
|
||||
assert account_row.balance == quantity
|
||||
|
||||
# try call withdraw with more than deposited
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.withdraw(account, '1000.0001 TLOS')
|
||||
|
||||
# withdraw full correct amount
|
||||
await gpu.withdraw(account, quantity)
|
||||
|
||||
# check if balance decreased
|
||||
account_row = await gpu.get_user(account)
|
||||
assert account_row.balance == '0.0000 TLOS'
|
||||
|
||||
async def test_worker_reg(skynet_cleos):
|
||||
gpu, cleos = skynet_cleos
|
||||
|
||||
# create fresh account
|
||||
worker = cleos.new_account()
|
||||
url = 'https://nvidia.com'
|
||||
|
||||
await gpu.register_worker(worker, url)
|
||||
|
||||
# find and check vals
|
||||
worker_row = await gpu.get_worker(worker)
|
||||
assert worker_row.account == worker
|
||||
assert worker_row.url == url
|
||||
assert worker_row.joined != '1970-01-01T00:00:00'
|
||||
assert worker_row.left == '1970-01-01T00:00:00'
|
||||
|
||||
# attempt to register twice
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.register_worker(worker, url)
|
||||
|
||||
# unregister
|
||||
reason = 'testing'
|
||||
await gpu.unregister_worker(worker, reason)
|
||||
|
||||
worker_row = await gpu.get_worker(worker)
|
||||
assert worker_row.account == worker
|
||||
assert worker_row.url == url
|
||||
assert worker_row.left != '1970-01-01T00:00:00'
|
||||
|
||||
# attempt to unreg twice
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.unregister_worker(worker, reason)
|
||||
|
||||
|
||||
async def test_queue(skynet_cleos):
|
||||
gpu, cleos = skynet_cleos
|
||||
|
||||
body = BodyV0(
|
||||
method='txt2img',
|
||||
params=BodyV0Params(
|
||||
prompt='cyberpunk hacker travis bickle dystopic alley graffiti',
|
||||
model='skygpu/mocker',
|
||||
step=4,
|
||||
seed=0,
|
||||
guidance=10.0
|
||||
)
|
||||
)
|
||||
|
||||
# create account
|
||||
account = cleos.new_account()
|
||||
quantity = '1000.0000 TLOS'
|
||||
cleos.transfer_token('eosio', account, quantity)
|
||||
|
||||
# attempt to create request without prev deposit
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.enqueue(account, body)
|
||||
|
||||
# deposit tokens into gpu
|
||||
await gpu.deposit(account, quantity)
|
||||
|
||||
# finally enqueue
|
||||
req = await gpu.enqueue(account, body)
|
||||
|
||||
# search by id
|
||||
req_found = await gpu.get_request(req.id)
|
||||
assert req == req_found
|
||||
|
||||
# search by timestamp
|
||||
reqs = await gpu.get_requests_since(60 * 60)
|
||||
assert len(reqs) == 1
|
||||
assert reqs[0] == req
|
||||
|
||||
# attempt to dequeue wrong req
|
||||
with pytest.raises(TransactionPushError):
|
||||
await gpu.dequeue(account, 999999)
|
||||
|
||||
# dequeue correctly
|
||||
await gpu.dequeue(account, req.id)
|
||||
|
||||
# check deletion
|
||||
with pytest.raises(RequestNotFound):
|
||||
await gpu.get_request(req.id)
|
||||
|
||||
|
||||
async def test_full_flow(inject_mockers, skynet_cleos, ipfs_node):
|
||||
cleos = skynet_cleos
|
||||
gpu, cleos = skynet_cleos
|
||||
|
||||
# create account and deposit tokens into gpu
|
||||
account = cleos.new_account()
|
||||
|
|
@ -47,6 +265,6 @@ async def test_full_flow(inject_mockers, skynet_cleos, ipfs_node):
|
|||
)
|
||||
|
||||
# open worker and fill request
|
||||
async with open_test_worker(cleos, ipfs_node) as (_conn, state_mngr):
|
||||
async with open_test_worker(cleos, ipfs_node) as (_contract, _ipfs_api, state_mngr):
|
||||
while state_mngr.queue_len > 0:
|
||||
await trio.sleep(1)
|
||||
|
|
|
|||
24
uv.lock
24
uv.lock
|
|
@ -1538,17 +1538,17 @@ wheels = [
|
|||
|
||||
[[package]]
|
||||
name = "psutil"
|
||||
version = "6.1.1"
|
||||
version = "7.0.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/1f/5a/07871137bb752428aa4b659f910b399ba6f291156bdea939be3e96cae7cb/psutil-6.1.1.tar.gz", hash = "sha256:cf8496728c18f2d0b45198f06895be52f36611711746b7f30c464b422b50e2f5", size = 508502 }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/2a/80/336820c1ad9286a4ded7e845b2eccfcb27851ab8ac6abece774a6ff4d3de/psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456", size = 497003 }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/61/99/ca79d302be46f7bdd8321089762dd4476ee725fce16fc2b2e1dbba8cac17/psutil-6.1.1-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:fc0ed7fe2231a444fc219b9c42d0376e0a9a1a72f16c5cfa0f68d19f1a0663e8", size = 247511 },
|
||||
{ url = "https://files.pythonhosted.org/packages/0b/6b/73dbde0dd38f3782905d4587049b9be64d76671042fdcaf60e2430c6796d/psutil-6.1.1-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:0bdd4eab935276290ad3cb718e9809412895ca6b5b334f5a9111ee6d9aff9377", size = 248985 },
|
||||
{ url = "https://files.pythonhosted.org/packages/17/38/c319d31a1d3f88c5b79c68b3116c129e5133f1822157dd6da34043e32ed6/psutil-6.1.1-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b6e06c20c05fe95a3d7302d74e7097756d4ba1247975ad6905441ae1b5b66003", size = 284488 },
|
||||
{ url = "https://files.pythonhosted.org/packages/9c/39/0f88a830a1c8a3aba27fededc642da37613c57cbff143412e3536f89784f/psutil-6.1.1-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97f7cb9921fbec4904f522d972f0c0e1f4fabbdd4e0287813b21215074a0f160", size = 287477 },
|
||||
{ url = "https://files.pythonhosted.org/packages/47/da/99f4345d4ddf2845cb5b5bd0d93d554e84542d116934fde07a0c50bd4e9f/psutil-6.1.1-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33431e84fee02bc84ea36d9e2c4a6d395d479c9dd9bba2376c1f6ee8f3a4e0b3", size = 289017 },
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{ url = "https://files.pythonhosted.org/packages/50/1b/6921afe68c74868b4c9fa424dad3be35b095e16687989ebbb50ce4fceb7c/psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553", size = 244885 },
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||||
]
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||||
|
||||
[[package]]
|
||||
|
|
@ -1598,7 +1598,7 @@ wheels = [
|
|||
[[package]]
|
||||
name = "py-leap"
|
||||
version = "0.1a35"
|
||||
source = { git = "https://github.com/guilledk/py-leap.git?branch=struct_unwrap#18b3c73e724922a060db5f8ea2b9d9727b6152cc" }
|
||||
source = { git = "https://github.com/guilledk/py-leap.git?branch=struct_unwrap#04be5045683c198504981ae4b2df8e9ed2361491" }
|
||||
dependencies = [
|
||||
{ name = "base58" },
|
||||
{ name = "cryptos" },
|
||||
|
|
@ -2195,7 +2195,7 @@ wheels = [
|
|||
|
||||
[[package]]
|
||||
name = "tb-nightly"
|
||||
version = "2.19.0a20250211"
|
||||
version = "2.19.0a20250213"
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||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "absl-py" },
|
||||
|
|
@ -2210,7 +2210,7 @@ dependencies = [
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|||
{ name = "werkzeug" },
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||||
]
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wheels = [
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||||
{ url = "https://files.pythonhosted.org/packages/5a/90/f0c8effd911d95e4eba1c10836fd446a9cac1f68e62b858b2177aaae963d/tb_nightly-2.19.0a20250211-py3-none-any.whl", hash = "sha256:d2ba2da592308980a4380da77777c0634e618ef2541155717a903986dc0d7adf", size = 5503304 },
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{ url = "https://files.pythonhosted.org/packages/9e/ea/c643e6a50e0296bceac6cb28937d35a7042ab1bb7622fa98399862ff3a0b/tb_nightly-2.19.0a20250213-py3-none-any.whl", hash = "sha256:1c6f0e1ce993e05ed36b68e5cbe73280f040eb97d0e6b28d339ef10ed96f177c", size = 5503304 },
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]
|
||||
|
||||
[[package]]
|
||||
|
|
|
|||
Loading…
Reference in New Issue