# coding=utf-8 # Copyright 2024 HuggingFace Inc. # # 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 transformers import load_tool from transformers.agents.agent_types import AGENT_TYPE_MAPPING from .test_tools_common import ToolTesterMixin, output_type class TranslationToolTester(unittest.TestCase, ToolTesterMixin): def setUp(self): self.tool = load_tool("translation") self.tool.setup() self.remote_tool = load_tool("translation", remote=True) def test_exact_match_arg(self): result = self.tool("Hey, what's up?", src_lang="English", tgt_lang="French") self.assertEqual(result, "- Hé, comment ça va?") def test_exact_match_kwarg(self): result = self.tool(text="Hey, what's up?", src_lang="English", tgt_lang="French") self.assertEqual(result, "- Hé, comment ça va?") def test_call(self): inputs = ["Hey, what's up?", "English", "Spanish"] output = self.tool(*inputs) self.assertEqual(output_type(output), self.tool.output_type) def test_agent_type_output(self): inputs = ["Hey, what's up?", "English", "Spanish"] output = self.tool(*inputs) output_type = AGENT_TYPE_MAPPING[self.tool.output_type] self.assertTrue(isinstance(output, output_type)) def test_agent_types_inputs(self): example_inputs = { "text": "Hey, what's up?", "src_lang": "English", "tgt_lang": "Spanish", } _inputs = [] for input_name in example_inputs.keys(): example_input = example_inputs[input_name] input_description = self.tool.inputs[input_name] input_type = input_description["type"] _inputs.append(AGENT_TYPE_MAPPING[input_type](example_input)) # Should not raise an error output = self.tool(**example_inputs) output_type = AGENT_TYPE_MAPPING[self.tool.output_type] self.assertTrue(isinstance(output, output_type))