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Port the Python `pythonic` / `llama4_pythonic` tool parsers to the Rust frontend so Llama 3.2 / Llama 4 style tool calls (a Python list of keyword-argument calls) can be served through it. Arguments are converted to JSON incrementally while streaming, matching the other Rust parsers, and the `llama4_pythonic` variant additionally drops the `<|python_start|>` / `<|python_end|>` markers. Part of vllm-project#44280 Signed-off-by: RickyYii <237135932+RickyYii@users.noreply.github.com>
Port the Python `olmo3` tool parser to the Rust frontend on top of the pythonic call parser: calls are newline-separated instead of a Python list, wrapped in `<function_calls>` / `</function_calls>`, and JSON `true` / `false` / `null` literals are accepted alongside the Python ones. Part of vllm-project#44280 Signed-off-by: RickyYii <237135932+RickyYii@users.noreply.github.com>
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Records the duplicate-work findings for vllm-project#55848 and vllm-project#55850, the verified divergences between the Rust pythonic parser in vllm-project#55849 and vLLM's Python PythonicToolParser, the clean results (Hermes scanner fuzzing, chunking equivalence and streaming prefix stability), and ready-to-paste comment text for each PR. Signed-off-by: RickyYii <237135932+RickyYii@users.noreply.github.com>
Purpose
Part of the Rust frontend parser-parity work tracked in #44280. Stacked on the pythonic tool parser PR (#55849 ): only the last commit belongs to this PR.
The Python frontend has an
olmo3tool parser (Olmo3PythonicToolParser) for OLMo 3 models, whose tool calls use the same keyword-argument call syntax as the pythonic format but with a different framing:Parallel calls are newline-separated instead of items of a Python list, the calls are wrapped in
<function_calls>/</function_calls>, and JSONtrue/false/nullliterals are accepted next to the Python ones. This PR adds that parser to the Rust frontend on top of the shared pythonic core:rust/src/parser/src/tool/pythonic/mod.rs: the sharedPythonicConfiggains aPythonicSequence { List, Lines }field that selects how consecutive calls are delimited (a bracketed Python list, or whitespace-separated calls closed by the end marker or the end of the stream). It drives the commit-to-parsing check, the sequence opener, the separator/terminator, and whether the end of the stream closes the calls. Value, call and string parsing (including incremental string streaming) are untouched and shared.rust/src/parser/src/tool/pythonic/olmo3.rs:Olmo3PythonicToolParser, a thin wrapper over the core withOLMO3_CONFIG(start/end markers plusLines), in the same shape asLlama4PythonicToolParser.olmo3inrust/src/chat/src/parser/tool/mod.rs(name only; no model-name pattern, matching Python whereolmo3is selected explicitly with--tool-call-parser, and a factory test pins thatallenai/Olmo-3-*resolves to no parser so a future routing change is deliberate).structural_tag_builder()staysNone; the markers are ordinary text, sopreserve_special_tokens()staysfalse.rust/src/parser/benches/olmo3.rs: native-only bench (the externaltool-parsercrate has no OLMo 3 parser to compare against), same shape asgranite4.rs.Behaviour decisions, all documented in the struct docs:
<function_calls>or directly withname(is parsed as calls (the non-streaming Python path also only strips the wrapper when present); any other leading text permanently switches to plain-text passthrough, like the other parsers in this frontend. A partial<function_calls>/</function_calls>prefix is withheld until it is decided, so marker fragments never leak into content.", "and therefore breaks a call split across lines.ParsingFailederrors that the streaming layer recovers as content, exactly like the pythonic parser.serde_jsontext, as in the pythonic parser.Duplicate check: no open PR adds an OLMo 3 parser to the Rust frontend; the open
[Rust Frontend]parser PRs cover ERNIE 4.5 (#52841), Hunyuan A13B (#52133) and MiMo (#54393).Test Plan
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expect-testsnapshot tests inolmo3.rs, reusing the fixtures oftests/tool_parsers/test_olmo3_tool_parser.py: simple call, more types, JSON literals (asserted equal to the Python-literal parse), parameterless / empty dict / empty list, escaped strings, parallel calls on separate lines, blank lines + indentation + trailing whitespace, missing wrapper, block closed by end of stream, plain text, text before the block, near-miss blocks (<function_calls></function_calls>,<functions>..., bare<function_calls>), delta-level snapshots of streamed name/argument fragments, the two-chunktest_streaming_tool_call_with_large_stepsfixture, bothfinish()error messages, and construction throughToolParser::create. Every parse test runs throughparse_chunkings(whole text, 3-character and 1-character chunks must produce identical output). Two registry tests inrust/src/chat/src/parser/tool/tests.rsplus the updated registered-name snapshot inrust/src/chat/src/lib.rs.Test Result
cargo fmt --all -- --check: clean.cargo clippy -p vllm-parser -p vllm-chat --all-targets --all-features --locked -- -D warnings: no warnings.cargo test -p vllm-parser --all-features --locked: 484 passed, 0 failed (467 before, 17 new).cargo test -p vllm-chat --all-features --locked --lib: 295 passed, 0 failed (2 new factory tests).cargo bench -p vllm-parser --features test-util --bench olmo3 -- --test: all 6 cases succeed.cargo doc -p vllm-parser --no-deps: no warnings.pre-commit run --files <changed files>: all applicable hooks pass.vllm-chatroundtripintegration tests need Hugging Face Hub access and could not run in my sandbox (pre-existing, unrelated).AI assistance was used while developing this change (drafting the parser and tests); I reviewed every line and ran the commands above myself.