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[Bugfix][Parser] GLM-4.7: stray arg tags must not leak into tool-call argument keys - #54971

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pctablet505:glm47-argkey-leak
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pctablet505:glm47-argkey-leak

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@pctablet505 pctablet505 commented Sep 2, 2026 •

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Purpose

Fixes a tool-call corruption in the GLM-4.7 parser: stray arg_key markup leaks into the parsed argument key, so the client rejects the call.

Observed in production against a GLM server run with --tool-call-parser glm47:

list_dir({"path</arg_key>": "/Users/user/Desktop/project"})
-> client error: "must have required property 'path'"

The client rejects the call, the agent loses the step, and the model retries with an invented path.

Root cause. _glm47_arg_converter matched the key with an unbounded non-greedy group:

r"<arg_key>(?P<key>.*?)</arg_key>\s*<arg_value>(?P<value>.*?)</arg_value>"

.*? is non-greedy but it is not bounded by the delimiter it is scanning for. If the stream contains a repeated or stray arg_key tag, the engine backtracks past the first </arg_key> because that is what it takes to reach the following <arg_value>, and the extra markup ends up inside the key. On

<arg_key>path</arg_key></arg_key><arg_value>/tmp/x</arg_value>

the old code yields {"path</arg_key>": "/tmp/x"}, reproducing the observed string exactly. The mirrored <arg_key><arg_key>path… case yields {"<arg_key>path": "/tmp/x"}.

Fix. Match runs of non-< text so the key group cannot cross its own delimiter, and accept a run of closing tags so a duplicate is skipped rather than shifting the key:

_ARG_KEY = r"<arg_key>(?P<key>[^<]*+(?:<(?!/?arg_key>)[^<]*+)*+)(?:</arg_key>\s*)+"

Both _ARG_RE and _PARTIAL_ARG_RE are built from it, so the streaming path gets the same guarantee.

The unrolled possessive form is deliberate rather than the simpler tempered dot (?:(?!</?arg_key>).)*. _compute_arg_delta re-runs the converter over the whole accumulated buffer on every argument chunk, so the common streaming case is a failing match against a partial buffer — precisely where a tempered dot backtracks per character. Measured on an unterminated buffer:

buffer tempered dot possessive (shipped)
5 KB 232 us 4 us
20 KB 1251 us 10 us
50 KB 2203 us 21 us

Equivalence was checked over 600,000 randomized tag-soup evaluations against both patterns: 0 differing results.

Test Plan

pytest tests/tool_parsers/test_glm47_moe_tool_parser.py
pytest tests/reasoning/test_glm4_moe_reasoning_parser.py tests/tool_parsers/test_glm4_moe_tool_parser.py

Three tests are added, CPU only:

  • test_arg_converter_ignores_stray_arg_tags — the non-streaming pattern (_ARG_RE), 3 cases.
  • test_partial_arg_converter_ignores_stray_arg_tags — the streaming pattern (_PARTIAL_ARG_RE), 3 cases. These inputs deliberately omit the closing </arg_value>, which is what an in-flight stream feeds; with a closing tag they would never reach _PARTIAL_ARG_RE at all.
  • TestGlm47Streaming::test_stray_arg_key_tag — end-to-end through extract_tool_calls_streaming, which is the only thing proving the stray tag survives the engine into slot.args.

Test Result

Re-run on 2026-10-10 on this branch merged with main at 2bea22002 (CPU only):

tests/tool_parsers/test_glm47_moe_tool_parser.py                20 passed
tests/reasoning/test_glm4_moe_reasoning_parser.py
  + tests/tool_parsers/test_glm4_moe_tool_parser.py             26 passed

Mutation-checked rather than just green — each variant was applied to this tree and the suite re-run:

variant result
shipped fix 20 passed
unmodified main (revert _ARG_KEY entirely) 5 failed, 15 passed
revert only _PARTIAL_ARG_RE, keep _ARG_RE fixed 3 failed, 17 passed

pre-commit run --files on the two touched files (ruff check/format, typos, mypy, SPDX, test-tethering): all passed.

The third row is the one that matters. An earlier revision of this PR parametrized a single test over partial=[False, True], but with a closing </arg_value> present both values take the _ARG_RE path — so half the production change had no coverage and the half-fix scored green. The three failures now are test_partial_arg_converter_ignores_stray_arg_tags[repeated-closing-tag], [repeated-opening-tag], and TestGlm47Streaming::test_stray_arg_key_tag.

No model evaluation is included: the change only affects recovery from malformed markup, and well-formed input is byte-identical, which the well-formed parametrize case pins in both the streaming and non-streaming direction.

Related work

Not a duplicate of the other open GLM-4.7 parser PRs (re-checked 2026-10-10) — each handles a different malformation in the same file:

They will conflict textually where they edit _ARG_RE/_PARTIAL_ARG_RE. Happy to update this branch against whichever lands first.

The possessive-quantifier approach follows #54678, which fixed catastrophic backtracking in the poolside_v1 and dots tool-call regexes.

Scope note

The raw model stream that produced the production capture was not retained, so the exact upstream trigger for the stray tag is inferred from the corrupted output rather than replayed. The change is a strict improvement independently of what emitted the stray tag: it removes a way for the extraction to mis-key an argument, and leaves well-formed input byte-identical.

Two sibling parsers (glm4_moe, dots1) carry structurally similar key patterns; they are left alone here to keep this reviewable, and neither has a reported corruption.


AI assistance was used for this change. Every changed line was reviewed and the tests above were run locally before submission.

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Claude Code Review

This pull request is from a fork — automated review is disabled. A repository maintainer can comment @claude review to run a one-time review.

@mergify mergify Bot added glm tool-calling bug Something isn't working labels Sep 2, 2026
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Verified locally on head 7fec1f39 vs base 41848ca — fix is correct and regression-proven.

Bug confirmed on base: both stray-tag shapes reproduce the reported leak exactly. _ARG_KEY replaced .*? (which backtracks across its own </arg_key> delimiter to reach a following <arg_value>) with a possessive non-<-crossing key group:

  • <arg_key>path</arg_key></arg_key><arg_value>/tmp/x</arg_value> → base produced key path</arg_key> (the exact production failure in the PR body); head → {"path": "/tmp/x"}.
  • <arg_key><arg_key>path</arg_key><arg_value>... → base produced key <arg_key>path; head correct.

Regression-proven: all 5 new tests FAIL on base (4 param converter tests + the streaming e2e test), PASS on head. Full file: 20/20 pass on head vs 5 failed/15 passed on base (teardown RuntimeError: Cannot access accelerator device errors are the known CUDA-less noise, identical on both).

No regressions on adjacent shapes — probed base-vs-head over 22 inputs: well-formed single/multi-arg, \s* whitespace variants, keys containing < (e.g. a<b), arg_key-like markup inside values, empty keys/values, newlines, trailing partial values, junk prefix. Byte-identical output everywhere except the corrupt-key cases. One deliberate delta on the malformed two-keys-one-value input: base merged a</arg_key><arg_key>b into one corrupt key; head drops the value-less a and keeps {"b": "1"} — cleaner fail behavior, not a regression.

Non-blocking note: vllm/tool_parsers/poolside_v1_tool_parser.py:82 uses the same <arg_key>(.*?)</arg_key>\s*<arg_value>(.*?)</arg_value> shape with stdlib re — same leak exists there (findall on <arg_key>path</arg_key></arg_key><arg_value>/tmp/x</arg_value> returns [('path</arg_key>', '/tmp/x')]). If poolside models can emit stray arg tags too, the same [^<]*+(?:<(?!/?arg_key>)[^<]*+)*+ key pattern would apply. Out of scope for this PR, just flagging the sibling.

Nice work — clear root-cause writeup, the _ARG_KEY comment explains the backtracking subtlety precisely, and the streaming e2e test is exactly the right level to prove the engine path.

@pctablet505

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Thanks for the catch, @Manny7717 — poolside_v1_tool_parser.py:82 did have the identical (.*?)</arg_key> backtracking leak. Opened a separate follow-up with the same bounded-key fix and a mirrored test: #56093.

@mergify

mergify Bot commented Sep 16, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @pctablet505.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

… argument keys

`_glm47_arg_converter` matched the argument key with an unbounded `.*?`
before `</arg_key>`. Because the group is non-greedy but unbounded, the
regex engine backtracks *past* the first `</arg_key>` whenever that is
what it takes to reach the following `<arg_value>` -- so a repeated or
stray tag in the model stream is absorbed into the key rather than
ignored.

Observed in production against a GLM server run with
`--tool-call-parser glm47`: an argument object came back as
`{"path</arg_key>": "/Users/user/Desktop/project"}`. The client rejected
the call ("must have required property 'path'"), and the model then
retried with an invented path.

Match runs of non-`<` text instead, so the key group cannot cross its own
delimiter, and accept a run of closing tags so the intended key survives.
Well-formed input is unaffected. The unrolled possessive form also avoids
the backtracking a tempered dot would add on the streaming path, which
re-runs the converter over the whole accumulated buffer on every chunk:
on an unterminated 20 KB buffer it is 1251 us -> 10 us.

Covers both `_ARG_RE` and `_PARTIAL_ARG_RE`, with a streaming test that
fails if only one of the two is fixed.

Signed-off-by: pctablet505 <55033230+pctablet505@users.noreply.github.com>
@pctablet505
pctablet505 force-pushed the glm47-argkey-leak branch 2 times, most recently from d1abda4 to b242272 Compare September 28, 2026 09:24
pctablet505 added a commit to pctablet505/vllm that referenced this pull request Sep 28, 2026
…-call argument keys

PoolsideV1ToolParser.func_arg_regex captures the argument key with a plain
`.*?`:

    r"<arg_key>(.*?)</arg_key>\s*<arg_value>(.*?)</arg_value>"

A non-greedy `.*?` only guarantees the *shortest match starting from the
left*, not that it stops at the first literal occurrence of `</arg_key>`
once the rest of the pattern is considered: if matching `\s*<arg_value>`
fails right after the first `</arg_key>`, the engine backtracks and lets
`.*?` cross that boundary to reach a later one, absorbing a stray
`<arg_key>`/`</arg_key>` tag into the key. Same defect class, same fix
shape, as the GLM-4.7 leak fixed in vllm-project#54971: bound the key to runs of
non-`<` text so the capture cannot cross its own delimiter.

    r"<arg_key>([^<]*+(?:<(?!/?arg_key>)[^<]*+)*+)(?:</arg_key>\s*)+"
    r"<arg_value>(.*?)</arg_value>"

Not a duplicate of vllm-project#54678, which fixes catastrophic backtracking (a timing
defect) in this file's `func_detail_regex` and adds a regex-timeout guard
around all three patterns in `extract_tool_calls`, including this one's
`.findall` call site -- but it leaves `func_arg_regex`'s pattern itself
unchanged, so the key-leak this PR fixes is still present after vllm-project#54678.

Signed-off-by: pctablet505 <55033230+pctablet505@users.noreply.github.com>
pctablet505 and others added 2 commits October 10, 2026 18:20
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Signed-off-by: pctablet505 <55033230+pctablet505@users.noreply.github.com>
Keep the one comment a reader needs; the bug narrative lives in the PR description.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Signed-off-by: pctablet505 <55033230+pctablet505@users.noreply.github.com>
@pctablet505

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Brought this branch up to date with main (a merge commit, no force-push) and re-verified it on 2bea22002:

  • tests/tool_parsers/test_glm47_moe_tool_parser.py: 20 passed. The same tests against unmodified main: 5 failed, 15 passed.
  • Reverting only _PARTIAL_ARG_RE: 3 failed, 17 passed, so the streaming half is covered too.
  • tests/reasoning/test_glm4_moe_reasoning_parser.py + tests/tool_parsers/test_glm4_moe_tool_parser.py: 26 passed.
  • pre-commit run on the touched files: all hooks pass.

I also trimmed the bug-narrative comments and test docstrings down to what a reader needs (the explanation stays in the description), and refreshed the related-PR list (#60842 and #58418 are new neighbours; neither changes the key pattern).

@sfeng33, you last touched vllm/parser/glm47_moe.py, so could you take another look when you have a moment?

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