[Feat] Add reasoning parser for Qwen/Qwen3-235B-A22B-Thinking-2507 (#8363)
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@@ -5,6 +5,7 @@ from sglang.srt.reasoning_parser import (
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DeepSeekR1Detector,
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KimiDetector,
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Qwen3Detector,
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Qwen3ThinkingDetector,
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ReasoningParser,
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StreamingParseResult,
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)
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@@ -180,6 +181,14 @@ class TestDeepSeekR1Detector(CustomTestCase):
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self.assertEqual(result.reasoning_text, "I think this is the answer")
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self.assertEqual(result.normal_text, "The final answer is 42.")
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def test_detect_and_parse_with_start_token(self):
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"""Test parsing deepseek-ai/DeepSeek-R1-0528 format, which generates the <think> token."""
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text = "<think>I need to think about this.</think>The answer is 42."
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result = self.detector.detect_and_parse(text)
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# Should be treated as reasoning because force_reasoning=True
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self.assertEqual(result.reasoning_text, "I need to think about this.")
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self.assertEqual(result.normal_text, "The answer is 42.")
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class TestQwen3Detector(CustomTestCase):
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def setUp(self):
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@@ -207,6 +216,52 @@ class TestQwen3Detector(CustomTestCase):
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self.assertEqual(result.reasoning_text, "")
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class TestQwen3ThinkingDetector(CustomTestCase):
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def setUp(self):
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self.detector = Qwen3ThinkingDetector()
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def test_init(self):
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"""Test Qwen3ThinkingDetector initialization."""
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self.assertEqual(self.detector.think_start_token, "<think>")
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self.assertEqual(self.detector.think_end_token, "</think>")
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self.assertTrue(self.detector._in_reasoning) # force_reasoning=True
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self.assertTrue(self.detector.stream_reasoning)
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def test_detect_and_parse_qwen3_thinking_format(self):
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"""Test parsing Qwen3-Thinking format (no <think> start tag)."""
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text = "I need to think about this step by step.</think>The answer is 42."
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result = self.detector.detect_and_parse(text)
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self.assertEqual(
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result.reasoning_text, "I need to think about this step by step."
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)
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self.assertEqual(result.normal_text, "The answer is 42.")
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def test_detect_and_parse_with_start_token(self):
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"""Test parsing Qwen3-Thinking with optional <think> start tag."""
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text = "<think>I need to think about this.</think>The answer is 42."
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result = self.detector.detect_and_parse(text)
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# Should work because base class logic handles both force_reasoning=True OR start token
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self.assertEqual(result.reasoning_text, "I need to think about this.")
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self.assertEqual(result.normal_text, "The answer is 42.")
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def test_streaming_qwen3_thinking_format(self):
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"""Test streaming parse of Qwen3-Thinking format."""
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# First chunk without <think> start
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result = self.detector.parse_streaming_increment("I need to")
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self.assertEqual(result.reasoning_text, "I need to")
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self.assertEqual(result.normal_text, "")
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# More reasoning content
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result = self.detector.parse_streaming_increment(" think about this.")
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self.assertEqual(result.reasoning_text, " think about this.")
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self.assertEqual(result.normal_text, "")
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# End token with normal text
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result = self.detector.parse_streaming_increment("</think>The answer is 42.")
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self.assertEqual(result.reasoning_text, "") # Buffer cleared
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self.assertEqual(result.normal_text, "The answer is 42.")
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class TestKimiDetector(CustomTestCase):
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def setUp(self):
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self.detector = KimiDetector()
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@@ -265,6 +320,9 @@ class TestReasoningParser(CustomTestCase):
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parser = ReasoningParser("qwen3")
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self.assertIsInstance(parser.detector, Qwen3Detector)
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parser = ReasoningParser("qwen3-thinking")
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self.assertIsInstance(parser.detector, Qwen3ThinkingDetector)
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parser = ReasoningParser("kimi")
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self.assertIsInstance(parser.detector, KimiDetector)
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@@ -312,11 +370,13 @@ class TestReasoningParser(CustomTestCase):
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"""Test case insensitive model type matching."""
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parser1 = ReasoningParser("DeepSeek-R1")
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parser2 = ReasoningParser("QWEN3")
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parser3 = ReasoningParser("Kimi")
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parser3 = ReasoningParser("QWEN3-THINKING")
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parser4 = ReasoningParser("Kimi")
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self.assertIsInstance(parser1.detector, DeepSeekR1Detector)
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self.assertIsInstance(parser2.detector, Qwen3Detector)
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self.assertIsInstance(parser3.detector, KimiDetector)
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self.assertIsInstance(parser3.detector, Qwen3ThinkingDetector)
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self.assertIsInstance(parser4.detector, KimiDetector)
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def test_stream_reasoning_parameter(self):
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"""Test stream_reasoning parameter is passed correctly."""
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@@ -398,6 +458,40 @@ class TestIntegrationScenarios(CustomTestCase):
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self.assertEqual(reasoning, "")
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self.assertEqual(normal, "Just the answer.")
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def test_qwen3_thinking_complete_response(self):
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"""Test complete Qwen3-Thinking response parsing."""
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parser = ReasoningParser("qwen3-thinking")
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text = "Let me solve this step by step. The equation is x + 2 = 5. Subtracting 2 from both sides gives x = 3.</think>The solution is x = 3."
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reasoning, normal = parser.parse_non_stream(text)
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self.assertIn("step by step", reasoning)
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self.assertIn("x = 3", reasoning)
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self.assertEqual(normal, "The solution is x = 3.")
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def test_qwen3_thinking_streaming_scenario(self):
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"""Test Qwen3-Thinking streaming scenario."""
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parser = ReasoningParser("qwen3-thinking")
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chunks = [
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"I need to analyze",
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" this problem carefully.",
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" Let me break it down.",
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"</think>",
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"The final answer is 42.",
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]
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all_reasoning = ""
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all_normal = ""
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for chunk in chunks:
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reasoning, normal = parser.parse_stream_chunk(chunk)
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all_reasoning += reasoning
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all_normal += normal
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self.assertIn("analyze", all_reasoning)
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self.assertIn("break it down", all_reasoning)
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self.assertIn("final answer", all_normal)
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if __name__ == "__main__":
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unittest.main()
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