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# this is the entrance of the auto-ER procedure
from md_discovery . script . md_discover import md_discover
from ml_er . ml_entity_resolver import ml_er
from hpo . er_model_hpo import ml_er_hpo
from settings import *
def run ( rounds : int ) :
hp_config = None
# while The termination condition is not met
iter_round = 1
for i in range ( 0 , rounds ) :
ml_er ( iter_round , hp_config )
md_discover ( )
hp_config = ml_er_hpo ( )
iter_round + = 1
ml_er ( iter_round , hp_config )
return
if __name__ == ' __main__ ' :
path = ' md_discovery/output '
# todo
# 距离度量用户可设置?
# 使用drop删除特征向量中的列？
run ( 1 )
# ml_er(1)
# todo 将优化结果与参数输出到文件中
# 通过ml_entity_resolver.ml_er()输出,同时输出参数配置信息
print ( ltable_path )
