Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com> Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
This commit is contained in:
co-authored by
Claude Opus 5
Xinyuan Tong
Xinyuan Tong
parent
6e41f1ad29
commit
fbf909b460
@@ -39,6 +39,9 @@ from sglang.srt.entrypoints.openai.serving_chat import (
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from sglang.srt.environ import envs
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from sglang.srt.function_call.kimik3_format import TOOLS_CLOSE, TOOLS_OPEN
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from sglang.srt.managers.io_struct import GenerateReqInput
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from sglang.srt.parser.jinja_template_utils import (
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jinja_template_may_reorder_tool_results,
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)
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from sglang.srt.parser.template_detection import ReasoningToggleConfig
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from sglang.srt.utils import get_or_create_event_loop
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from sglang.test.ci.ci_register import register_cpu_ci
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@@ -80,6 +83,24 @@ _DSV4_OFFICIAL_ENCODER = (
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'DEFAULT_REASONING_EFFORT = "low"\n'
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)
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_TOOL_RESULT_REORDER_TEMPLATE = """
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{%- for assistant in messages
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if assistant.role == 'assistant' and assistant.tool_calls -%}
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{%- for tool_call in assistant.tool_calls -%}
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{%- for result in messages
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if result.role == 'tool' and result.tool_call_id == tool_call.id -%}
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{%- for part in result.content -%}
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{%- if part.type == 'text' -%}
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{{- part.text -}}
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{%- else -%}
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{{- '<' + part.type + '>' -}}
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{%- endif -%}
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{%- endfor -%}
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{%- endfor -%}
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{%- endfor -%}
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{%- endfor -%}
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"""
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def _create_dsv4_checkpoint(test_case: unittest.TestCase, source: str) -> str:
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model_dir = tempfile.TemporaryDirectory()
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@@ -163,6 +184,7 @@ class _MockTemplateManager:
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self.completion_template_name: Optional[str] = None
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self.reasoning_config = None
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self.force_reasoning = False
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self.jinja_template_may_reorder_tool_results = False
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class ServingChatTestCase(unittest.TestCase):
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@@ -192,6 +214,166 @@ class ServingChatTestCase(unittest.TestCase):
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self.fastapi_request = Mock(spec=Request)
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self.fastapi_request.headers = {}
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@staticmethod
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def _render_tool_results_in_call_order(messages, **kwargs):
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"""Block-level tool_call_id association, like the GLM chat templates."""
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del kwargs
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rendered = []
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index = 0
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while index < len(messages):
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message = messages[index]
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index += 1
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tool_calls = message.get("tool_calls") or []
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if message.get("role") != "assistant" or not tool_calls:
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continue
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run = []
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while index < len(messages) and messages[index].get("role") == "tool":
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run.append(messages[index])
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index += 1
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by_id = {result.get("tool_call_id"): result for result in run}
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for tool_call in tool_calls:
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result = by_id.get(tool_call.get("id"))
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if result is None:
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continue
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for part in result.get("content") or []:
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if part.get("type") == "text":
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rendered.append(part.get("text", ""))
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else:
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rendered.append(f"<{part.get('type')}>")
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return "".join(rendered)
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@staticmethod
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def _tool_round(call_ids, result_ids, part_type="image_url"):
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assistant = {
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"role": "assistant",
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"content": "",
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"tool_calls": [
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{"id": call_id, "function": {"name": call_id, "arguments": {}}}
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for call_id in call_ids
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],
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}
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part_key = {"image_url": "image_url", "video_url": "video_url"}[part_type]
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results = [
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{
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"role": "tool",
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"tool_call_id": result_id,
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"content": [{"type": part_type, part_key: {"url": result_id}}],
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}
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for result_id in result_ids
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]
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return [assistant] + results
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def test_canonicalize_tool_message_order_sorts_media_runs(self):
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messages = self._tool_round(
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["call-a", "call-b"], ["call-b", "call-a"]
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) + self._tool_round(["call-c", "call-d"], ["call-d", "call-c"], "video_url")
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canonical = self.chat._canonicalize_tool_message_order(messages)
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self.assertEqual(
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[
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message["tool_call_id"]
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for message in canonical
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if message.get("role") == "tool"
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],
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["call-a", "call-b", "call-c", "call-d"],
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)
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def test_canonicalize_tool_message_order_keeps_unassociable_runs(self):
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cases = {
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"unknown_id": (["call-a", "call-b"], ["call-b", "call-z"]),
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"duplicate_result_id": (["call-a", "call-b"], ["call-b", "call-b"]),
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"missing_call_id": ([None, "call-b"], ["call-b", None]),
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}
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for name, (call_ids, result_ids) in cases.items():
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with self.subTest(name=name):
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messages = self._tool_round(call_ids, result_ids)
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canonical = self.chat._canonicalize_tool_message_order(messages)
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self.assertEqual(canonical, messages)
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def test_canonicalize_tool_message_order_keeps_text_only_runs(self):
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messages = self._tool_round(["call-a", "call-b"], ["call-b", "call-a"])
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for message in messages[1:]:
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message["content"] = [{"type": "text", "text": "done"}]
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canonical = self.chat._canonicalize_tool_message_order(messages)
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self.assertEqual(canonical, messages)
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def test_jinja_path_recovers_tool_result_images_only_when_template_needs_it(self):
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self.template_manager.chat_template_name = None
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self.template_manager.jinja_template_content_format = "openai"
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self.template_manager.jinja_template_may_reorder_tool_results = (
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jinja_template_may_reorder_tool_results(_TOOL_RESULT_REORDER_TEMPLATE)
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)
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self.assertTrue(self.template_manager.jinja_template_may_reorder_tool_results)
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self.tm.tokenizer.apply_chat_template.side_effect = (
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self._render_tool_results_in_call_order
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)
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request = ChatCompletionRequest(
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model="x",
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messages=[
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{"role": "user", "content": "inspect"},
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{
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"role": "assistant",
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"content": "",
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"tool_calls": [
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{
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"id": "call-a",
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"type": "function",
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"function": {"name": "a", "arguments": {}},
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},
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{
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"id": "call-b",
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"type": "function",
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"function": {"name": "b", "arguments": {}},
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},
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],
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},
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{
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"role": "tool",
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"tool_call_id": "call-b",
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"content": [{"type": "image_url", "image_url": {"url": "image-b"}}],
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},
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{
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"role": "tool",
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"tool_call_id": "call-a",
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"content": [{"type": "image_url", "image_url": {"url": "image-a"}}],
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},
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],
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)
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result = self.chat._apply_jinja_template(request, None, is_multimodal=True)
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self.assertEqual(
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[item.url for item in result.image_data], ["image-a", "image-b"]
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)
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self.assertEqual(self.tm.tokenizer.apply_chat_template.call_count, 1)
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rendered_messages = self.tm.tokenizer.apply_chat_template.call_args[0][0]
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self.assertEqual(
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[m.get("tool_call_id") for m in rendered_messages if "tool_call_id" in m],
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["call-a", "call-b"],
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)
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# An already-ordered request must produce the exact same render input.
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ordered_request = ChatCompletionRequest(
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model="x",
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messages=request.messages[:2] + request.messages[2:][::-1],
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)
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self.tm.tokenizer.apply_chat_template.reset_mock()
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self.chat._apply_jinja_template(ordered_request, None, is_multimodal=True)
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self.assertEqual(
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rendered_messages, self.tm.tokenizer.apply_chat_template.call_args[0][0]
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)
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self.template_manager.jinja_template_may_reorder_tool_results = False
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self.tm.tokenizer.apply_chat_template.reset_mock()
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result = self.chat._apply_jinja_template(request, None, is_multimodal=True)
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self.assertEqual(
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[item.url for item in result.image_data], ["image-b", "image-a"]
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)
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self.assertEqual(self.tm.tokenizer.apply_chat_template.call_count, 1)
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def test_parsers_follow_the_control_plane_overlay(self):
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"""Template detection records the parsers through `override`, so they
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answer from the bags; `ServerArgs` keeps the launcher's seed."""
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@@ -58,6 +58,7 @@ class _MockTemplateManager:
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self.completion_template_name: Optional[str] = (
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None # Set to None to avoid template processing
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)
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self.jinja_template_may_reorder_tool_results = False
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class ServingCompletionTestCase(unittest.TestCase):
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@@ -97,6 +97,7 @@ class _MockTemplateManager:
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self.chat_template_name = None # None for embeddings usually
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self.jinja_template_content_format = "openai"
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self.completion_template_name = None
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self.jinja_template_may_reorder_tool_results = False
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class ServingEmbeddingTestCase(unittest.TestCase):
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@@ -79,6 +79,7 @@ class MockTemplateManager:
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self.completion_template_name = None
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self.reasoning_config = None
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self.force_reasoning = False
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self.jinja_template_may_reorder_tool_results = False
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def make_serving(*, is_multimodal: bool = False) -> OpenAIServingResponses:
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