Description:

vspmodelinsightazuretable 0.1.2

Installation
pip install vsp-model-insight-azuretable


Prerequisites

Create an VSP Model Monitor resource and get the connection string, more information can be found in the official docs.
Place your connection string directly into your code.



Usage
Log
The Model Performance Log Handler allows you to export Python logs to VSP.
This example shows how to send a warning level log to Azure Monitor.
import logging

from vsp_model_insight.azuretable import ModelPerformanceLogHandler

logging.basicConfig(level=logging.DEBUG)
rootlogger = logging.getLogger()
handler = ModelPerformanceLogHandler(connection_string='****')
rootlogger.addHandler(handler)

properties = {'model_signature': 'demo','model_performance': {'key_1': 'value_1', 'key_2': 'value_2'}}
logging.info(f"{datetime.now()}",extra=properties)


References

Examples

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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