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# this is the entrance of the auto-ER procedure
from md_discovery.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
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
return
if __name__ == '__main__':
# todo
# 使用drop删除特征向量中的列？(如删除id相关特征)
run(1) # 迭代3轮
# 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)
