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2.51 kB
| # 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)) | |