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Project description
Dwave SONA Core
迪威智能 SONA 服務專用核心開發套件
安裝與使用
開發環境需求
- Python 3.8 或更新版本
- poetry
- ffmpeg
安裝與使用
- 環境建構
$ pip install poetry
- 下載與安裝
$ export PYTHON_KEYRING_BACKEND=keyring.backends.null.Keyring
$ poetry add git+ssh://git@github.com/DeepWaveInc/dwave-sona-core.git
- 撰寫 Inferencer 模組
from typing import Dict, List
from loguru import logger
from pydantic import BaseModel, Field
from sona.core.inferencer import InferencerBase
from sona.core.messages import File, Result
class InputParamSchema(BaseModel):
param1: int = Field(42, description="this is the value of param1")
param2: str = Field("43", description="this is the value of param2")
class InputFilesSchema(BaseModel):
origin: str = Field("data/test.mp3", description="this is the value of origin")
class SimpleInferencer(InferencerBase):
name = "mock"
description = "This is a simple inferencer"
input_params_schema = InputParamSchema()
input_files_schema = InputFilesSchema()
def on_load(self) -> None:
logger.info(f"Download {self.__class__.__name__} models...")
def inference(self, params: Dict, files: List[File]) -> Result:
logger.info(f"Get params {params}")
logger.info(f"Get files {files}")
return Result(
files=[File(label="output", path=files[0].path)],
data={"output_key": "output_val"},
)
if __name__ == "__main__":
inferencer = SimpleInferencer()
inferencer.cmd()
- 測試指令
$ python simple.py --help
Usage: simple.py [OPTIONS] <filepath:origin>
This is a simple inferencer
Options:
--param2 <string> this is the value of param2
--param1 <integer> this is the value of param1
--help Show this message and exit.
$ python tests/simple.py tests/simple.py
2023-10-17 02:18:41.702 | INFO | __main__:on_load:25 - Download SimpleInferencer models...
2023-10-17 02:18:41.702 | INFO | __main__:inference:28 - Get params {'param2': '43', 'param1': 42}
2023-10-17 02:18:41.703 | INFO | __main__:inference:29 - Get files [File(label='origin', path='tests/simple.py', metadata={})]
{"files":[{"label":"output","path":"tests/simple.py","metadata":{}}],"data":{"output_key":"output_val"}}
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