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[BugFix] fix ErnieProcessor not set raw_prediction (#3400)
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fastdeploy/input/ernie_processor.py

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@@ -287,6 +287,7 @@ def process_response_dict_streaming(self, response_dict, **kwargs):
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if token_ids[-1] == self.tokenizer.eos_token_id:
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token_ids = token_ids[:-1]
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delta_text, previous_token_ids, previous_texts = self.ids2tokens(token_ids, req_id)
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response_dict["outputs"]["raw_prediction"] = delta_text
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if self.reasoning_parser and (
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enable_thinking or self.reasoning_parser.__class__.__name__ == "ErnieX1ReasoningParser"
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):

test/input/test_ernie_processor.py

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import unittest
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from unittest.mock import MagicMock, patch
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from fastdeploy.input.ernie_processor import ErnieProcessor
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class TestErnieProcessorProcessResponseDictStreaming(unittest.TestCase):
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def setUp(self):
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# 创建 ErnieProcessor 实例的模拟对象
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with patch.object(ErnieProcessor, "__init__", return_value=None) as mock_init:
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self.processor = ErnieProcessor("model_path")
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mock_init.side_effect = lambda *args, **kwargs: print(f"__init__ called with {args}, {kwargs}")
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# 设置必要的属性
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self.processor.tokenizer = MagicMock()
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self.processor.tokenizer.eos_token_id = 1
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self.processor.decode_status = {}
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self.processor.tool_parsers = {}
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# 模拟 ids2tokens 方法
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def mock_ids2tokens(token_ids, task_id):
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return "delta_text", [2, 3], "previous_texts"
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self.processor.ids2tokens = mock_ids2tokens
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# 模拟推理解析器
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self.mock_reasoning_parser = MagicMock()
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self.mock_reasoning_parser.__class__.__name__ = "ErnieX1ReasoningParser"
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self.mock_reasoning_parser.extract_reasoning_content_streaming.return_value = ("reasoning", "text")
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self.processor.reasoning_parser = self.mock_reasoning_parser
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# 模拟工具解析器
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self.mock_tool_parser = MagicMock()
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self.mock_tool_parser.extract_tool_calls_streaming.return_value = "tool_call"
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self.mock_tool_parser_obj = MagicMock()
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self.mock_tool_parser_obj.return_value = self.mock_tool_parser
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self.processor.tool_parser_obj = self.mock_tool_parser_obj
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def test_process_response_dict_streaming_normal_case(self):
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"""测试正常情况下的流式响应处理"""
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# 准备输入
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response_dict = {"finished": False, "request_id": "req1", "outputs": {"token_ids": [4, 5]}}
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kwargs = {"enable_thinking": True}
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# 调用方法
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result = self.processor.process_response_dict_streaming(response_dict, **kwargs)
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# 验证结果
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self.assertEqual(result["outputs"]["raw_prediction"], "delta_text")
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if __name__ == "__main__":
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unittest.main()

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