Remove maxItems=1 restriction when tool_choice is specified (#20208)
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@@ -585,6 +585,7 @@ class ChatCompletionRequest(BaseModel):
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tool_choice: Union[ToolChoice, Literal["auto", "required", "none"]] = Field(
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default="auto", examples=["none"]
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) # noqa
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parallel_tool_calls: bool = True
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return_hidden_states: bool = False
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return_routed_experts: bool = False
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return_cached_tokens_details: bool = False
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@@ -352,14 +352,17 @@ class OpenAIServingChat(OpenAIServingBase):
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if self.tool_call_parser:
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parser = FunctionCallParser(request.tools, self.tool_call_parser)
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tool_call_constraint = parser.get_structure_constraint(
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request.tool_choice
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request.tool_choice,
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parallel_tool_calls=request.parallel_tool_calls,
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)
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# Handle JSON schema constraint directly for required or named tool choice
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if request.tool_choice == "required" or isinstance(
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request.tool_choice, ToolChoice
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):
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json_schema = get_json_schema_constraint(
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request.tools, request.tool_choice
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request.tools,
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request.tool_choice,
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parallel_tool_calls=request.parallel_tool_calls,
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)
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tool_call_constraint = ("json_schema", json_schema)
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@@ -184,7 +184,9 @@ class FunctionCallParser:
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)
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def get_structure_constraint(
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self, tool_choice: Union[ToolChoice, Literal["auto", "required"]]
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self,
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tool_choice: Union[ToolChoice, Literal["auto", "required"]],
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parallel_tool_calls: bool = True,
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) -> Optional[ToolCallConstraint]:
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"""
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Returns the appropriate structure constraint for tool calls based on the tool_choice.
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@@ -210,5 +212,7 @@ class FunctionCallParser:
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tag = self.get_structure_tag()
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return ("structural_tag", tag)
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elif tool_choice == "required" or isinstance(tool_choice, ToolChoice):
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json_schema = get_json_schema_constraint(self.tools, tool_choice)
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json_schema = get_json_schema_constraint(
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self.tools, tool_choice, parallel_tool_calls=parallel_tool_calls
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)
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return ("json_schema", json_schema)
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@@ -205,13 +205,16 @@ def infer_type_from_json_schema(schema: Dict[str, Any]) -> Optional[str]:
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def get_json_schema_constraint(
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tools: List[Tool], tool_choice: Union[ToolChoice, Literal["required"]]
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tools: List[Tool],
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tool_choice: Union[ToolChoice, Literal["required"]],
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parallel_tool_calls: bool = True,
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) -> Optional[dict]:
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"""
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Get the JSON schema constraint for the specified tool choice.
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Args:
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tool_choice: The tool choice specification
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parallel_tool_calls: If False, constrain to exactly one tool call (maxItems=1)
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Returns:
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JSON schema dict, or None if no valid tools found
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@@ -222,12 +225,14 @@ def get_json_schema_constraint(
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fn_name = tool_choice.function.name
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for tool in tools:
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if tool.function.name == fn_name:
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return {
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schema = {
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"type": "array",
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"minItems": 1,
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"maxItems": 1,
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"items": _get_tool_schema(tool),
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}
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if not parallel_tool_calls:
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schema["maxItems"] = 1
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return schema
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return None
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elif tool_choice == "required":
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json_schema = {
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@@ -238,6 +243,8 @@ def get_json_schema_constraint(
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"anyOf": [_get_tool_schema(tool) for tool in tools],
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},
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}
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if not parallel_tool_calls:
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json_schema["maxItems"] = 1
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json_schema_defs = _get_tool_schema_defs(tools)
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if json_schema_defs:
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json_schema["$defs"] = json_schema_defs
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@@ -915,14 +915,6 @@ class TestToolChoiceLfm2Moe(TestToolChoiceLlama32):
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cls.base_url += "/v1"
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cls.tokenizer = get_tokenizer(cls.model)
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@unittest.skip("maxItems:1 bug causes whitespace stall")
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def test_tool_choice_required_non_streaming(self):
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pass
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@unittest.skip("maxItems:1 bug causes whitespace stall")
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def test_tool_choice_specific_function_non_streaming(self):
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pass
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if __name__ == "__main__":
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unittest.main()
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@@ -102,7 +102,7 @@ class TestJsonSchemaConstraint(unittest.TestCase):
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self.assertEqual(schema["type"], "array")
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self.assertEqual(schema["minItems"], 1)
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self.assertEqual(schema["maxItems"], 1)
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self.assertNotIn("maxItems", schema)
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# Should only have schema for the specific tool
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item_schema = schema["items"]
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@@ -121,13 +121,72 @@ class TestJsonSchemaConstraint(unittest.TestCase):
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self.assertEqual(schema["type"], "array")
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self.assertEqual(schema["minItems"], 1)
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self.assertEqual(schema["maxItems"], 1)
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self.assertNotIn("maxItems", schema)
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# Should only have schema for the specific tool
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item_schema = schema["items"]
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self.assertEqual(item_schema["properties"]["name"]["enum"], ["search"])
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self.assertIn("parameters", item_schema["properties"])
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def test_specific_tool_choice_allows_multiple_calls(self):
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"""Test that specific tool choice schema allows multiple calls.
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Regression test for https://github.com/sgl-project/sglang/issues/17998:
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maxItems: 1 caused the model to stall on whitespace when the prompt
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implied multiple calls to the same function.
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"""
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tool_choice = ToolChoice(
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type="function", function=ToolChoiceFuncName(name="get_weather")
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)
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schema = get_json_schema_constraint(self.tools, tool_choice)
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single_call = [
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{"name": "get_weather", "parameters": {"location": "NYC"}},
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]
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multi_call = [
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{"name": "get_weather", "parameters": {"location": "NYC"}},
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{"name": "get_weather", "parameters": {"location": "LA"}},
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{"name": "get_weather", "parameters": {"location": "Chicago"}},
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]
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validator = jsonschema.Draft202012Validator(schema)
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validator.validate(single_call)
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validator.validate(multi_call)
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def test_specific_tool_choice_no_parallel(self):
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"""Test that parallel_tool_calls=False sets maxItems=1"""
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tool_choice = ToolChoice(
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type="function", function=ToolChoiceFuncName(name="get_weather")
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)
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schema = get_json_schema_constraint(
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self.tools, tool_choice, parallel_tool_calls=False
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)
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self.assertIsNotNone(schema)
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self.assertEqual(schema["maxItems"], 1)
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single_call = [
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{"name": "get_weather", "parameters": {"location": "NYC"}},
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]
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multi_call = [
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{"name": "get_weather", "parameters": {"location": "NYC"}},
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{"name": "get_weather", "parameters": {"location": "LA"}},
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]
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validator = jsonschema.Draft202012Validator(schema)
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validator.validate(single_call)
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with self.assertRaises(jsonschema.ValidationError):
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validator.validate(multi_call)
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def test_required_tool_choice_no_parallel(self):
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"""Test that required + parallel_tool_calls=False sets maxItems=1"""
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schema = get_json_schema_constraint(
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self.tools, "required", parallel_tool_calls=False
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)
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self.assertIsNotNone(schema)
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self.assertEqual(schema["maxItems"], 1)
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def test_nonexistent_tool_choice(self):
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"""Test schema generation for nonexistent tool"""
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tool_choice = ToolChoice(
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