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53 lines
2.0 KiB
Python
53 lines
2.0 KiB
Python
import unittest
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import numpy as np
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from fastdeploy.output.stream_transfer_data import DecoderState, StreamTransferData
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class TestStreamTransferData(unittest.TestCase):
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def test_dataclass_initialization(self):
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tokens = np.array([1, 2, 3])
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logprobs = np.array([0.1, 0.2, 0.3])
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accept_tokens = np.array([1, 0, 1])
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accept_num = np.array([2])
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pooler_output = np.random.rand(2, 4)
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data = StreamTransferData.__new__(StreamTransferData)
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data.decoder_state = DecoderState.TEXT
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data.batch_id = 42
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data.tokens = tokens
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data.speculaive_decoding = True
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data.logprobs = logprobs
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data.accept_tokens = accept_tokens
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data.accept_num = accept_num
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data.pooler_output = pooler_output
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self.assertEqual(data.decoder_state, DecoderState.TEXT)
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self.assertEqual(data.batch_id, 42)
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self.assertTrue(np.array_equal(data.tokens, tokens))
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self.assertTrue(data.speculaive_decoding)
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self.assertTrue(np.array_equal(data.logprobs, logprobs))
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self.assertTrue(np.array_equal(data.accept_tokens, accept_tokens))
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self.assertTrue(np.array_equal(data.accept_num, accept_num))
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self.assertTrue(np.array_equal(data.pooler_output, pooler_output))
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def test_optional_fields_none(self):
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data = StreamTransferData.__new__(StreamTransferData)
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data.decoder_state = DecoderState.IMAGE
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data.batch_id = 1
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self.assertEqual(data.decoder_state, DecoderState.IMAGE)
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self.assertEqual(data.batch_id, 1)
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self.assertIsNone(getattr(data, "tokens", None))
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self.assertFalse(getattr(data, "speculaive_decoding", False))
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self.assertIsNone(getattr(data, "logprobs", None))
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self.assertIsNone(getattr(data, "accept_tokens", None))
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self.assertIsNone(getattr(data, "accept_num", None))
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self.assertIsNone(getattr(data, "pooler_output", None))
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if __name__ == "__main__":
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unittest.main()
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