69 lines
2.5 KiB
Python
69 lines
2.5 KiB
Python
# coding=utf-8
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# Copyright 2024 HuggingFace Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import unittest
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from transformers import load_tool
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from transformers.agents.agent_types import AGENT_TYPE_MAPPING
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from .test_tools_common import ToolTesterMixin, output_type
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class TranslationToolTester(unittest.TestCase, ToolTesterMixin):
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def setUp(self):
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self.tool = load_tool("translation")
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self.tool.setup()
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self.remote_tool = load_tool("translation", remote=True)
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def test_exact_match_arg(self):
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result = self.tool("Hey, what's up?", src_lang="English", tgt_lang="French")
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self.assertEqual(result, "- Hé, comment ça va?")
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def test_exact_match_kwarg(self):
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result = self.tool(text="Hey, what's up?", src_lang="English", tgt_lang="French")
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self.assertEqual(result, "- Hé, comment ça va?")
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def test_call(self):
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inputs = ["Hey, what's up?", "English", "Spanish"]
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output = self.tool(*inputs)
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self.assertEqual(output_type(output), self.tool.output_type)
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def test_agent_type_output(self):
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inputs = ["Hey, what's up?", "English", "Spanish"]
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output = self.tool(*inputs)
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output_type = AGENT_TYPE_MAPPING[self.tool.output_type]
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self.assertTrue(isinstance(output, output_type))
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def test_agent_types_inputs(self):
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example_inputs = {
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"text": "Hey, what's up?",
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"src_lang": "English",
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"tgt_lang": "Spanish",
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}
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_inputs = []
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for input_name in example_inputs.keys():
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example_input = example_inputs[input_name]
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input_description = self.tool.inputs[input_name]
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input_type = input_description["type"]
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_inputs.append(AGENT_TYPE_MAPPING[input_type](example_input))
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# Should not raise an error
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output = self.tool(**example_inputs)
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output_type = AGENT_TYPE_MAPPING[self.tool.output_type]
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self.assertTrue(isinstance(output, output_type))
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