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[Bugfix][Tool Parser] Implement streaming for phi4_mini_json parser#49028

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Yigtwxx:fix/phi4mini-streaming-tool-calls
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[Bugfix][Tool Parser] Implement streaming for phi4_mini_json parser#49028
Yigtwxx wants to merge 1 commit into
vllm-project:mainfrom
Yigtwxx:fix/phi4mini-streaming-tool-calls

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@Yigtwxx Yigtwxx commented Jul 18, 2026

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Purpose

Phi4MiniJsonToolParser.extract_tool_calls_streaming() is a stub that unconditionally returns None. ParserManager.extract_tool_calls_streaming() forwards that return value straight to the serving layer, so with --tool-call-parser phi4_mini_json and "stream": true every delta is discarded: the client receives neither tool calls nor the assistant's plain-text content. Only the non-streaming path works today.

This was reported in #18257 (Phi-4 function calling with streaming) and closed as stale without a fix.

The Rust frontend already implements streaming for this parser (rust/src/parser/src/tool/json/phi4mini.rs, covered by phi4mini_streaming_emits_argument_deltas and phi4mini_streaming_handles_split_markers), so this is a Python/Rust parity gap. VLLM_USE_RUST_FRONTEND defaults to 0, which means the broken Python path is the default one.

Modification

extract_tool_calls_streaming() is implemented following the existing Llama3JsonToolParser pattern, which handles the same "JSON array of {name, arguments} objects behind a marker" shape, reusing partial_json_loads and find_common_prefix from vllm/tool_parsers/utils.py:

  • Text before the functools marker is streamed as content. The marker is not a special token, so it arrives split across several ordinary tokens; trailing text that is still a prefix of the marker is held back so it never leaks into content.
  • After the marker, the [...] array is decoded incrementally. Terminated objects go through JSONDecoder.raw_decode, which also keeps the array's closing bracket away from the partial JSON parser (it raises IndexError on an unmatched closing bracket). Objects still being generated fall back to partial_json_loads.
  • The function name is emitted once with the tool call id; argument deltas are then streamed against the previous partial parse via find_common_prefix so premature closing quotes and braces are not sent. The name and the first arguments chunk are emitted together when the object is already terminated, which keeps the output correct regardless of how the text is chunked.
  • Both the arguments and parameters key variants are handled, matching the non-streaming path and the Rust implementation.
  • Parallel tool calls advance the tool index and flush any unstreamed arguments of the previous call first.

The non-streaming extract_tool_calls() is deliberately left untouched: the nested-array truncation there is being fixed separately in #48795, so these two changes do not overlap.

Test Plan

tests/tool_parsers/common_tests.py already contains full streaming coverage for this parser, but all eight streaming tests were marked xfail(strict=True) with the reason "Phi4 Mini streaming not implemented". Those markers are removed, so the shared suite itself becomes the regression test. Three phi-4-specific tests are added for cases the shared suite does not exercise: the marker split across deltas, the parameters key variant, and content preceding the marker.

pytest tests/tool_parsers/test_phi4mini_tool_parser.py -v
pytest tests/tool_parsers/ -q
ruff check vllm/tool_parsers/phi4mini_tool_parser.py tests/tool_parsers/test_phi4mini_tool_parser.py
ruff format --check vllm/tool_parsers/phi4mini_tool_parser.py tests/tool_parsers/test_phi4mini_tool_parser.py
mypy vllm/tool_parsers/phi4mini_tool_parser.py

Test Result

Before (this branch's tests against the unmodified parser), 11 failures:

FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_no_tool_calls[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_single_tool_call_simple_args[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_parallel_tool_calls[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_various_data_types[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_empty_arguments[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_surrounding_text[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_escaped_strings[True]
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::TestPhi4MiniToolParser::test_streaming_reconstruction
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::test_streaming_split_marker_is_not_emitted_as_content
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::test_streaming_parameters_key_is_streamed_as_arguments
FAILED tests/tool_parsers/test_phi4mini_tool_parser.py::test_streaming_text_before_marker_is_preserved
11 failed, 7 passed, 2 xfailed in 7.04s

After:

18 passed, 2 xfailed in 6.66s

The two remaining xfails are the pre-existing non-streaming ones, which are out of scope here.

Full parser suite:

901 passed, 1 skipped, 26 xfailed, 15 errors in 452.86s

The 15 errors are all in test_llama3_json_tool_parser.py and are environmental: the fixture downloads the gated meta-llama/Llama-3.2-1B-Instruct repo and gets HTTP 401 without HF credentials. They reproduce identically on an unmodified checkout.

Lint and types:

ruff check   -> All checks passed!
ruff format  -> 2 files already formatted
mypy         -> Success: no issues found in 1 source file

No end-to-end serving run: the available GPU (8 GB) cannot hold Phi-4-mini alongside the KV cache. The change is confined to parser logic, which the unit suite covers in both streaming and non-streaming modes.


Duplicate-work check: no open PR addresses phi-4-mini streaming. gh pr list --repo vllm-project/vllm --state open --search "phi4mini" returns only #48795, which is scoped to the non-streaming regex in the same file. #18257 is closed and unfixed.

AI assistance was used in preparing this change; all code and test results were reviewed by the submitter.

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🚀

@mergify mergify Bot added tool-calling bug Something isn't working labels Jul 18, 2026
Phi4MiniJsonToolParser.extract_tool_calls_streaming() was a stub that
always returned None. The serving layer forwards that value directly, so
streaming requests using this parser received neither tool calls nor
plain-text content.

Implement it following the Llama3JsonToolParser pattern, reusing
partial_json_loads and find_common_prefix. Terminated objects are decoded
with raw_decode so the array's closing bracket never reaches the partial
JSON parser, which raises IndexError on an unmatched bracket.

The eight streaming tests in the shared parser suite were marked
xfail(strict=True) for this parser and now pass, so the markers are
removed.

Signed-off-by: Yigtwxx <yigiterdogan023@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
@Yigtwxx
Yigtwxx force-pushed the fix/phi4mini-streaming-tool-calls branch from c144e8d to 966173d Compare July 18, 2026 10:36
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