# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import unittest from paddlenlp.taskflow import Taskflow class TestDialogueTask(unittest.TestCase): @classmethod def setUpClass(cls): cls.dialogue = Taskflow( task="dialogue", model="__internal_testing__/tiny-random-plato", ) cls.max_turn = 3 def test_single(self): input_text = ["吃饭了吗"] for turn in range(self.max_turn): output_text = self.dialogue(input_text) self.assertTrue(len(output_text) == 1) self.assertIsInstance(output_text[0], str) input_text.append(output_text[0]) def test_batch(self): input_text_1 = ["你好"] input_text_2 = ["你是谁?"] for turn in range(self.max_turn): output_text = self.dialogue(input_text_1, input_text_2) self.assertTrue(len(output_text) == 2) self.assertIsInstance(output_text[0], str) self.assertIsInstance(output_text[1], str) input_text_1.append(output_text[0]) input_text_2.append(output_text[1])