# coding=utf-8 # Copyright 2023 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.tools.agent_types import AGENT_TYPE_MAPPING from .test_tools_common import ToolTesterMixin, output_types 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_arg_remote(self): result = self.remote_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_exact_match_kwarg_remote(self): result = self.remote_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"] outputs = self.tool(*inputs) # There is a single output if len(self.tool.outputs) == 1: outputs = [outputs] self.assertListEqual(output_types(outputs), self.tool.outputs) def test_agent_types_outputs(self): inputs = ["Hey, what's up?", "English", "Spanish"] outputs = self.tool(*inputs) if not isinstance(outputs, list): outputs = [outputs] self.assertEqual(len(outputs), len(self.tool.outputs)) for output, output_type in zip(outputs, self.tool.outputs): agent_type = AGENT_TYPE_MAPPING[output_type] self.assertTrue(isinstance(output, agent_type)) def test_agent_types_inputs(self): inputs = ["Hey, what's up?", "English", "Spanish"] _inputs = [] for _input, input_type in zip(inputs, self.tool.inputs): if isinstance(input_type, list): _inputs.append([AGENT_TYPE_MAPPING[_input_type](_input) for _input_type in input_type]) else: _inputs.append(AGENT_TYPE_MAPPING[input_type](_input)) # Should not raise an error outputs = self.tool(*inputs) if not isinstance(outputs, list): outputs = [outputs] self.assertEqual(len(outputs), len(self.tool.outputs))