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https://github.com/OpenSPG/openspg.git
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85 lines
2.7 KiB
Python
85 lines
2.7 KiB
Python
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# Copyright 2023 Ant Group CO., Ltd.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
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# in compliance with the License. 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 distributed under the License
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# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
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# or implied.
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import os
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import sys
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import unittest
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class TestBaseInvoker(unittest.TestCase):
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"""
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NNInvoker and LLMInvoker unittest
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"""
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def setUp(self):
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# for importing test_stub.py
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dir_path = os.path.dirname(os.path.abspath(__file__))
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sys.path.insert(0, dir_path)
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from nn4k.nnhub import NNHub
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from test_stub import StubHub
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NNHub._hub_instance = StubHub()
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def tearDown(self):
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from nn4k.nnhub import NNHub
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sys.path.pop(0)
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NNHub._hub_instance = None
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def testCustomNNInvoker(self):
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from nn4k.invoker import NNInvoker
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from test_stub import StubInvoker
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nn_config = {"nn_invoker": "test_stub.StubInvoker"}
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invoker = NNInvoker.from_config(nn_config)
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self.assertTrue(isinstance(invoker, StubInvoker))
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self.assertEqual(invoker.init_args, nn_config)
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self.assertEqual(invoker.kwargs, {})
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with self.assertRaises(RuntimeError):
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invoker = NNInvoker.from_config({"nn_invoker": "test_stub.NotInvoker"})
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def testHubInvoker(self):
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from nn4k.invoker import NNInvoker
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from test_stub import StubInvoker
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nn_config = {"nn_name": "test_stub"}
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invoker = NNInvoker.from_config(nn_config)
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self.assertTrue(isinstance(invoker, StubInvoker))
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self.assertEqual(invoker.init_args, nn_config)
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self.assertEqual(invoker.kwargs, {"test_stub_invoker": True})
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def testInvokerNotExists(self):
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from nn4k.invoker import NNInvoker
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with self.assertRaises(RuntimeError):
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invoker = NNInvoker.from_config({"nn_name": "not_exists"})
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def testLocalInvoker(self):
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from nn4k.invoker import NNInvoker
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from test_stub import StubInvoker
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nn_config = {"nn_name": "test_stub"}
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invoker = NNInvoker.from_config(nn_config)
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self.assertTrue(isinstance(invoker, StubInvoker))
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self.assertEqual(invoker.init_args, nn_config)
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self.assertEqual(invoker.kwargs, {"test_stub_invoker": True})
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invoker.warmup_local_model()
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invoker._nn_executor.inference_result = "inference result"
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result = invoker.local_inference("input")
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self.assertEqual(result, invoker._nn_executor.inference_result)
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if __name__ == "__main__":
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unittest.main()
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