AIGES Python Wrapper SDK – build AI engine wrappers for the AIGES loader
Project description
aiges_python
AIGES Python Wrapper SDK — 用于构建 AIGES 加载器的 Python AI 引擎插件。
安装
pip install aiges_python
快速开始
from python_wrapper import WrapperBase, WrapperData, DataType, DataStatus
class MyWrapper(WrapperBase):
def init(self, cfg: dict) -> int:
# 初始化引擎
return 0
def fini(self) -> int:
return 0
def version(self) -> str:
return "1.0.0"
def exec(self, usr_tag, params, data_list, psr_ids):
# 非流式推理
results = [
WrapperData(key="result", data=b"hello", status=DataStatus.ONCE)
]
return (results, 0)
回调方法
在 wrapper 中可以调用框架回调(需要 AIGES 加载器环境):
# 自定义计量
self.meter_custom(handle, "my_key", count=1)
# Trace 日志
self.trace_log(handle, "latency", "100ms")
# EventLog 标签
self.eventlog(handle, "model", "gpt-4")
# 自定义指标
self.metrics_log(handle, "inference_time", {"model": "v1"}, value=150)
# 异步回调(流式模式)
self.async_callback(usr_tag, data_list=[...], err_code=0)
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