chore: import upstream snapshot with attribution
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wehub-resource-sync
2026-07-13 12:55:37 +08:00
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# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
from collections.abc import Sequence
from unittest.mock import MagicMock
import pytest
from vllm.entrypoints.openai.chat_completion.protocol import (
ChatCompletionRequest,
ChatCompletionToolsParam,
)
from vllm.tool_parsers.rust_tool_parser import RustToolParser
# The PyO3 extension is an optional build artifact; skip when absent.
_rust_tool_parser = pytest.importorskip("vllm._rust_tool_parser")
MOCK_TOKENIZER = MagicMock()
MOCK_TOKENIZER.get_vocab.return_value = {}
TC_START = "<DSMLtool_calls>"
TC_END = "</DSMLtool_calls>"
INV_START = '<DSMLinvoke name="'
INV_END = "</DSMLinvoke>"
PARAM_START = '<DSMLparameter name="'
PARAM_END = "</DSMLparameter>"
class DeepSeekV4RustToolParser(RustToolParser):
rust_parser_name = "DeepSeekV4ToolParser"
tool_call_start_token = TC_START
class KimiK2RustToolParser(RustToolParser):
rust_parser_name = "KimiK2ToolParser"
tool_call_start_token = "<|tool_calls_section_begin|>"
def sample_tools() -> list[ChatCompletionToolsParam]:
return [
ChatCompletionToolsParam(
type="function",
function={
"name": "get_weather",
"description": "Get weather for a location",
"parameters": {
"type": "object",
"properties": {
"location": {"type": "string"},
"date": {"type": "string"},
},
},
},
),
ChatCompletionToolsParam(
type="function",
function={
"name": "add",
"description": "Add two integers",
"parameters": {
"type": "object",
"properties": {
"x": {"type": "integer"},
"y": {"type": "integer"},
},
},
},
),
]
EXPECTED_CALLS = [
("get_weather", {"location": "SF", "date": "2024-01-16"}),
("add", {"x": 3, "y": 5}),
]
def build_invoke(
function_name: str,
params: Sequence[tuple[str, str, bool]],
) -> str:
param_text = "\n".join(
f'{PARAM_START}{name}" string="{str(is_string).lower()}">{value}{PARAM_END}'
for name, value, is_string in params
)
return f'{INV_START}{function_name}">\n{param_text}\n{INV_END}\n'
def build_tool_call() -> str:
weather = build_invoke(
"get_weather",
[
("location", "SF", True),
("date", "2024-01-16", True),
],
)
add = build_invoke(
"add",
[
("x", "3", False),
("y", "5", False),
],
)
return f"{TC_START}\n{weather}{add}{TC_END}"
def parse_streaming(
parser: DeepSeekV4RustToolParser,
text: str,
chunk_size: int,
) -> list:
deltas = []
previous_text = ""
for start in range(0, len(text), chunk_size):
delta_text = text[start : start + chunk_size]
current_text = previous_text + delta_text
delta = parser.extract_tool_calls_streaming(
previous_text=previous_text,
current_text=current_text,
delta_text=delta_text,
previous_token_ids=[],
current_token_ids=[],
delta_token_ids=[1],
request=MagicMock(),
)
previous_text = current_text
if delta is not None:
deltas.append(delta)
delta = parser.extract_tool_calls_streaming(
previous_text=previous_text,
current_text=previous_text,
delta_text="",
previous_token_ids=[],
current_token_ids=[],
delta_token_ids=[2],
request=MagicMock(),
)
if delta is not None:
deltas.append(delta)
return deltas
def collect_streamed_arguments(deltas: Sequence, tool_index: int = 0) -> str:
return "".join(
tool_call.function.arguments
for delta in deltas
for tool_call in delta.tool_calls or []
if (
tool_call.index == tool_index
and tool_call.function is not None
and tool_call.function.arguments is not None
)
)
def test_rust_tool_parser_extension_typed_api() -> None:
tools = [
_rust_tool_parser.Tool(
tool.function.name,
tool.function.description,
tool.function.parameters,
None,
)
for tool in sample_tools()
]
parser = _rust_tool_parser.ToolParser("DeepSeekV4ToolParser", tools)
output = _rust_tool_parser.ToolParserOutput()
parser.parse_into(build_tool_call(), output)
output.append(parser.finish())
output = output.coalesce()
assert parser.preserve_special_tokens()
assert output.normal_text == ""
assert len(output.calls) == 2
for call, (name, arguments) in zip(output.calls, EXPECTED_CALLS):
assert call.name == name
assert json.loads(call.arguments) == arguments
def test_rust_tool_parser_adapter_extracts_complete_output() -> None:
tools = sample_tools()
parser = DeepSeekV4RustToolParser(MOCK_TOKENIZER, tools=tools)
result = parser.extract_tool_calls(
"Let me create it. " + build_tool_call(),
ChatCompletionRequest(messages=[], model="m", tools=tools),
)
assert result.tools_called
assert result.content == "Let me create it. "
assert len(result.tool_calls) == 2
for tool_call, (name, arguments) in zip(result.tool_calls, EXPECTED_CALLS):
assert tool_call.function.name == name
assert json.loads(tool_call.function.arguments) == arguments
def test_rust_tool_parser_adapter_streaming_handles_multiple_calls() -> None:
parser = DeepSeekV4RustToolParser(MOCK_TOKENIZER, tools=sample_tools())
deltas = parse_streaming(parser, build_tool_call(), chunk_size=5)
names = [
tool_call.function.name
for delta in deltas
for tool_call in delta.tool_calls or []
if tool_call.function is not None and tool_call.function.name is not None
]
assert names == [name for name, _ in EXPECTED_CALLS]
for index, (_, arguments) in enumerate(EXPECTED_CALLS):
assert json.loads(collect_streamed_arguments(deltas, index)) == arguments
def test_rust_tool_parser_adapter_ignores_midstream_empty_delta() -> None:
parser = DeepSeekV4RustToolParser(MOCK_TOKENIZER, tools=sample_tools())
text = build_tool_call()
split_at = len(TC_START) + 8
deltas = []
previous_text = ""
for delta_text in (text[:split_at], "", text[split_at:], ""):
current_text = previous_text + delta_text
delta = parser.extract_tool_calls_streaming(
previous_text=previous_text,
current_text=current_text,
delta_text=delta_text,
previous_token_ids=[],
current_token_ids=[],
delta_token_ids=[1],
request=MagicMock(),
)
previous_text = current_text
if delta is not None:
deltas.append(delta)
names = [
tool_call.function.name
for delta in deltas
for tool_call in delta.tool_calls or []
if tool_call.function is not None and tool_call.function.name is not None
]
assert names == [name for name, _ in EXPECTED_CALLS]
for index, (_, arguments) in enumerate(EXPECTED_CALLS):
assert json.loads(collect_streamed_arguments(deltas, index)) == arguments
KIMI_EXPECTED_IDS = ["functions.get_weather:0", "functions.add:1"]
def build_kimi_tool_call() -> str:
return (
"<|tool_calls_section_begin|>"
"<|tool_call_begin|>functions.get_weather:0<|tool_call_argument_begin|>"
'{"location": "SF", "date": "2024-01-16"}<|tool_call_end|>'
"<|tool_call_begin|>functions.add:1<|tool_call_argument_begin|>"
'{"x": 3, "y": 5}<|tool_call_end|>'
"<|tool_calls_section_end|>"
)
def test_rust_tool_parser_adapter_complete_prefers_model_tool_call_ids() -> None:
tools = sample_tools()
parser = KimiK2RustToolParser(MOCK_TOKENIZER, tools=tools)
result = parser.extract_tool_calls(
"Let me check. " + build_kimi_tool_call(),
ChatCompletionRequest(messages=[], model="m", tools=tools),
)
assert result.tools_called
assert [tool_call.id for tool_call in result.tool_calls] == KIMI_EXPECTED_IDS
for tool_call, (name, arguments) in zip(result.tool_calls, EXPECTED_CALLS):
assert tool_call.function.name == name
assert json.loads(tool_call.function.arguments) == arguments
def test_rust_tool_parser_adapter_streaming_prefers_model_tool_call_ids() -> None:
parser = KimiK2RustToolParser(MOCK_TOKENIZER, tools=sample_tools())
deltas = parse_streaming(parser, build_kimi_tool_call(), chunk_size=5)
ids = [
tool_call.id
for delta in deltas
for tool_call in delta.tool_calls or []
if tool_call.id is not None
]
assert ids == KIMI_EXPECTED_IDS
for index, (_, arguments) in enumerate(EXPECTED_CALLS):
assert json.loads(collect_streamed_arguments(deltas, index)) == arguments
def test_rust_tool_parser_adapter_streaming_generates_ids_as_fallback() -> None:
# DeepSeekV4 never emits model tool call IDs, so the bridge mints them.
parser = DeepSeekV4RustToolParser(MOCK_TOKENIZER, tools=sample_tools())
deltas = parse_streaming(parser, build_tool_call(), chunk_size=5)
ids = [
tool_call.id
for delta in deltas
for tool_call in delta.tool_calls or []
if tool_call.function is not None and tool_call.function.name is not None
]
assert len(ids) == len(EXPECTED_CALLS)
assert all(ids)
assert len(set(ids)) == len(ids)
def test_rust_tool_parser_adapter_adjust_request_is_opaque() -> None:
tools = sample_tools()
parser = DeepSeekV4RustToolParser(MOCK_TOKENIZER, tools=tools)
request = ChatCompletionRequest(
messages=[],
model="m",
tools=tools,
tool_choice="required",
skip_special_tokens=True,
)
adjusted = parser.adjust_request(request)
assert adjusted is request
assert adjusted.skip_special_tokens is False
assert adjusted.structured_outputs is None