Skip to main content

No project description provided

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

  1. 環境建構
$ pip install poetry
  1. 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
  1. 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()
  1. 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"}}

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dwave_sona_core-1.5.5.tar.gz (28.1 kB view details)

Uploaded Source

Built Distribution

dwave_sona_core-1.5.5-py3-none-any.whl (44.7 kB view details)

Uploaded Python 3

File details

Details for the file dwave_sona_core-1.5.5.tar.gz.

File metadata

  • Download URL: dwave_sona_core-1.5.5.tar.gz
  • Upload date:
  • Size: 28.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.2 CPython/3.12.3 Linux/6.8.0-40-generic

File hashes

Hashes for dwave_sona_core-1.5.5.tar.gz
Algorithm Hash digest
SHA256 0e4c61404162684e541688f2dcc0324d89ec7fa93f7eac0354ec8cd98745c382
MD5 3d19e183468646298ce02ab120542559
BLAKE2b-256 1d831e33bba9414f2a92ca166826749cfe0f73aad8ce0bf2a1611a5708d22c8a

See more details on using hashes here.

File details

Details for the file dwave_sona_core-1.5.5-py3-none-any.whl.

File metadata

  • Download URL: dwave_sona_core-1.5.5-py3-none-any.whl
  • Upload date:
  • Size: 44.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.2 CPython/3.12.3 Linux/6.8.0-40-generic

File hashes

Hashes for dwave_sona_core-1.5.5-py3-none-any.whl
Algorithm Hash digest
SHA256 27aceed0a44156a689051fd3951ad647cc4926dbd700f01ff959a80e19e50ba9
MD5 4f36ce850921ecba7ce3c01355b50e8d
BLAKE2b-256 db04f4663a3411c4f9485f81a380cf69540980044334f4e3c8ab08f753382bb9

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page