test_qa_llm_pandas.py•2.02 kB
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# Licensed under the Apache License, Version 2.0 (the "License");
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# http://www.apache.org/licenses/LICENSE-2.0
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import os
import unittest
import appbuilder
from appbuilder import Message
@unittest.skipUnless(os.getenv("TEST_CASE", "UNKNOWN") == "CPU_PARALLEL", "")
class TestNl2pandasComponent(unittest.TestCase):
def test_normal_case(self):
model_name = "ERNIE-3.5-8K"
query = "海淀区的学校数量"
table_info = '''表格列信息如下：
学校名 : 清华附小 , 字符串类型，代表小学学校的名称
所属地区 : 西城区 , 字符串类型，表示该小学学校所在的位置
创办时间 : 1998 , 数字值类型，表示该小学学校的创办时间
类别 : 公立小学 , 字符串类型，表示该小学学校所在的类别
学生人数 : 2000 , 数字值类型，表示该小学学校的学生数量
教职工人数 : 140 , 数字值类型，表示该小学学校的教职工数量
教学班数量 : 122 , 数字值类型，表示该小学学校的教学班数量
'''
nl2pandas = appbuilder.Nl2pandasComponent(model=model_name)
msg = Message(content=query)
input_params = {
"table_info": table_info,
}
out = nl2pandas(msg, **input_params)
self.assertIn("df[", out.content)
if __name__ == '__main__':
unittest.main()