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