easy-ml/metric_test.py

# -*- coding: utf-8 -*-
"""
@author: yq
@time: 2024/11/1
@desc: 
"""
from data import DataLoaderMysql
from entitys import DbConfigEntity
from metrics import MetricBySqlGeneral

if __name__ == "__main__":
    db_config = DbConfigEntity(host="101.126.81.2", port=18001, user="root", passwd="Cqrcb2024", db="test")
    data_loader = DataLoaderMysql(db_config)
    metric_clzz = MetricBySqlGeneral(metric_name="auc", metric_code="auc")
    metric = metric_clzz.calculate(data_loader, "select * from test.t1")
    print(metric.head(5))