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fix(security): prevent ReDoS in LLM-output tool/think parsers (#4704)
* fix(security): prevent ReDoS in LLM-output tool/think parsers The regexes that parse untrusted model output in text_helpers.py and tool_parsing.py are delimiter-bounded with a lazy [\s\S]*? (or an ambiguous (\s+[^>]*)?). Applied with re.sub/re.finditer over a whole response, they degrade to O(n^2) when the closing delimiter is absent: the engine rescans to end-of-string from every opener. Model output is untrusted, so a prompt-injected or malicious model can stall the agent loop with many unclosed openers (measured ~25s on a 60KB <thought flood). - text_helpers.py: replace ambiguous <thought(\s+[^>]*)?> with <thought([^>]*)> (identical capture, no \s+/[^>]* overlap); skip the Gemma <|channel>...<channel|> subs when no <channel|> closer is present. - tool_parsing.py: gate _TOOL_CALL_RE, _XML_TOOL_CALL_RE and _TOOL_CODE_RE (in parse_tool_blocks and strip_tool_blocks) on a cheap presence check for their closing delimiter. With no closer the regex cannot match, so skipping is equivalent; only the wasted O(n^2) rescan is removed. Resolves CodeQL py/polynomial-redos #230, #231, #232, #233, #235, #236, #524. The _XML_OPEN_TOOL_CALL_RE alerts (#234, #477) are false positives (its greedy [\s\S]*\Z is linear) and left untouched. * fix(security): close ReDoS gaps in tool/think parsers from review Addresses two review findings on the closer-guard approach: - Whole-string "closer exists?" checks were bypassable: a stale closer before an opener flood, or a closer with no reachable inner `}`, kept the guard true while every opener still rescanned to end-of-string (O(n^2)). Replace the substring guards with `_iter_delimited`, a forward-only scan that pairs each opener with a *later* closer and stops once none is reachable (O(n)). `parse_tool_blocks` and `strip_tool_blocks` (via `_strip_delimited`) both use it for the [TOOL_CALL], <tool_call>/<function_call>, and <tool_code> formats. Verified equivalent to the original regexes on well-formed inputs. - `<thought([^>]*)>` dropped the tag-name boundary and corrupted unrelated tags (`<thoughtful>` -> `<thinkful>`). Use `<thought(\s[^>]*)?>`: the single fixed `\s` keeps the pattern linear (no `\s+`/`[^>]*` overlap) while restoring the boundary; capture is byte-for-byte identical for real `<thought ...>` openers. Adds regressions for stale-closer-before-opener, closer-present-without- inner-brace, and the <thoughtful>/<thoughts> passthrough. * fix(security): close Gemma channel ReDoS guard flagged in review vdmkenny noted the same bypassable whole-string guard remained in text_helpers.py: `if "<channel|>" in out.lower()` gating the Gemma thought/response channel subs. A stale `<channel|>` before a `<|channel>thought` opener flood keeps the guard true while every opener still rescans to end-of-string (measured ~7.3s at 4k openers). Replace it with `_sub_delimited`, the same forward-only scan used for the tool-call parsers: pair each opener with a later closer, stop when none is reachable (O(n)). Verified output-equivalent to the original capture regexes on well-formed multi-channel inputs; the stale-closer case now runs in <2ms. Adds a regression for stale-closer-before-opener on the Gemma path. * fix(security): harden strip_think() think-tag ReDoS flagged in review The earlier fixes hardened normalize_thinking_markup and the delimiter scanners, but the production entrypoint strip_think() still ran _THINK_CLOSED_RE / _THINK_ATTR_RE / _THINK_OPEN_RE (and the stray-tag _THINK_TAG_RE) over untrusted model output. Those kept the same ReDoS shapes: the lazy `<open>[\s\S]*?</close>` rescanned to end-of-string from every opener, and `(?:\s+[^>]*)?` / `[^>]*` attribute scans ran to end-of-string from every opener on a "many openers, no closer" flood. On the prior head, malformed `<think` / `<thinking` / `<thought` floods took 6-14s through strip_think(). The shipped `<thought>` normalization had the same residual: the single-opener case was linear but an opener flood was still O(n^2) (~4.4s). - Replace the lazy multi-pass _THINK_CLOSED_RE loop with the existing forward-only _sub_delimited scan (pair each opener with the first reachable closer, stop when none is reachable). One pass collapses sequential and nested blocks as before. - Bound every opener/stray-tag attribute scan at `<` (`[^<>]` not `[^>]`) so a no-`>` opener flood can't drive a single match attempt to end-of-string. Identical capture for well-formed think/thought tags. - email_helpers._strip_think: compute had_think from the single linear _THINK_TAG_RE instead of the lazy closed/open `.search()` calls, which had the same O(n^2) on the email reply/summary/extraction paths. All flood variants now finish in <10ms (were 6-14s). Output verified byte-for-byte identical to the prior implementation over a 34-case corpus (nested, mismatched, attr, uppercase, Gemma, prose, prompt-echo). Adds strip_think() timing regressions for malformed openers, opener floods (all three tag names), the closed-opener flood, and the malformed-closer flood. * docs: trim verbose comments in think-tag ReDoS fix
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"""Regression tests for ReDoS in the regexes that parse untrusted LLM output.
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CodeQL flagged several `py/polynomial-redos` sinks in `text_helpers.py` and
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`tool_parsing.py`. Each is a delimiter-bounded pattern (`<open>...<close>`)
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applied with `re.sub`/`re.finditer` over a whole model response. When the
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closing delimiter is missing, the engine rescans to end-of-string from every
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opening occurrence -> O(n^2) on attacker-influenced input (prompt injection
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via tool output / retrieved content).
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These tests pin BOTH halves of the fix:
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* correctness is unchanged for legitimate inputs, and
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* pathological "many openers, no closer" inputs complete promptly.
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The timing bound is deliberately loose (seconds, not ms) so it never flakes on
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a slow CI box; the unguarded code took tens of seconds on the same inputs, so
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the margin is ~100x.
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"""
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import time
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import pytest
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import src.agent_tools # noqa: F401 (break agent_tools<->tool_parsing import cycle)
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from src.text_helpers import normalize_thinking_markup, strip_think
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from src.tool_parsing import parse_tool_blocks, strip_tool_blocks
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# Loose ceiling: guarded paths finish in well under 100ms; the vulnerable
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# versions took 8-30s on these same inputs.
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_BUDGET_S = 4.0
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def _timed(fn, *args):
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start = time.perf_counter()
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result = fn(*args)
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return result, time.perf_counter() - start
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# ── correctness is preserved ────────────────────────────────────────────────
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def test_thought_attr_normalization_unchanged():
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# `<thought time="0.4">` -> `<think time="0.4">` then stripped.
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assert strip_think('<thought time="0.4">reasoning</thought>Answer.') == "Answer."
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assert normalize_thinking_markup("<thought>x</thought>") == "<think>x</think>"
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def test_gemma_channel_unwrap_unchanged():
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text = "<|channel>thought\ninternal<channel|><|channel>response\nFinal.<channel|>"
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assert strip_think(text) == "Final."
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def test_thought_prefix_tags_not_overmatched():
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# The `<thought...>` opener must keep a tag-name boundary: tags whose names
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# merely start with "thought" are unrelated markup and must pass through
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# untouched (no `<thinkful>`/`<thinks>` corruption).
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for text in ("<thoughtful>keep</thoughtful>", "<thoughts>keep</thoughts>"):
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assert normalize_thinking_markup(text) == text
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def test_tool_call_blocks_still_parsed():
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blocks = parse_tool_blocks('[TOOL_CALL]{tool: "shell", command: "ls"}[/TOOL_CALL]')
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assert blocks, "well-formed [TOOL_CALL] block should still parse"
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assert "[TOOL_CALL]" not in strip_tool_blocks('before [TOOL_CALL]{tool: "shell", command: "ls"}[/TOOL_CALL] after')
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def test_xml_tool_call_blocks_still_parsed():
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xml = '<tool_call><invoke name="bash"><parameter name="command">ls</parameter></invoke></tool_call>'
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blocks = parse_tool_blocks(xml)
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assert blocks, "well-formed <tool_call> block should still parse"
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assert "tool_call" not in strip_tool_blocks(xml)
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def test_tool_code_blocks_still_parsed():
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assert "<tool_code>" not in strip_tool_blocks('<tool_code>{"tool": "shell"}</tool_code>')
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# ── pathological inputs no longer blow up ───────────────────────────────────
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def test_thought_open_no_close_is_fast():
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evil = "<thought" + " " * 60_000 # no closing '>', ambiguous (\s+[^>]*)? loops
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out, dt = _timed(normalize_thinking_markup, evil)
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assert dt < _BUDGET_S, f"normalize_thinking_markup took {dt:.2f}s"
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assert out == evil # nothing to normalize, returned unchanged
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def test_gemma_channel_opener_flood_is_fast():
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evil = "<|channel>thought\n" * 4000 # no <channel|> closer
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_, dt = _timed(normalize_thinking_markup, evil)
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assert dt < _BUDGET_S, f"normalize_thinking_markup took {dt:.2f}s"
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def test_gemma_stale_closer_before_opener_flood_is_fast():
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# A lone leading <channel|> makes a whole-string "closer present?" check
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# true, but no <|channel>thought opener after it has a reachable closer.
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evil = "<channel|>" + "<|channel>thought\n" * 4000
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_, dt = _timed(normalize_thinking_markup, evil)
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assert dt < _BUDGET_S, f"normalize_thinking_markup took {dt:.2f}s"
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def test_tool_call_opener_flood_is_fast():
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evil = "[TOOL_CALL]{tool: x}" * 6000 # '}' present but no [/TOOL_CALL] closer
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blocks, dt = _timed(parse_tool_blocks, evil)
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assert dt < _BUDGET_S, f"parse_tool_blocks took {dt:.2f}s"
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assert blocks == []
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_, dt2 = _timed(strip_tool_blocks, evil)
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assert dt2 < _BUDGET_S, f"strip_tool_blocks took {dt2:.2f}s"
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def test_xml_tool_call_opener_flood_is_fast():
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# strip_tool_blocks exercises the CodeQL-flagged _XML_TOOL_CALL_RE in
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# isolation (the parse path also reaches _XML_DIRECT_TOOL_RE, a separate
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# unflagged backreference pattern tracked as a follow-up).
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evil = ("<tool_call>" + "a" * 20) * 4000 # no </tool_call> closer
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_, dt = _timed(strip_tool_blocks, evil)
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assert dt < _BUDGET_S, f"strip_tool_blocks took {dt:.2f}s"
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def test_tool_code_opener_flood_is_fast():
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evil = "<tool_code>{tool: x}" * 6000 # '}' present but no </tool_code> closer
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_, dt = _timed(parse_tool_blocks, evil)
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assert dt < _BUDGET_S, f"parse_tool_blocks took {dt:.2f}s"
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_, dt2 = _timed(strip_tool_blocks, evil)
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assert dt2 < _BUDGET_S, f"strip_tool_blocks took {dt2:.2f}s"
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# ── a present closer must not re-enable the O(n^2) rescan ────────────────────
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# A whole-string "closer exists?" guard is defeated by a stale closer placed
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# before an opener flood, or by a closer whose required inner delimiter is
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# missing. The parser must pair each opener only with a *later* closer.
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def test_xml_stale_closer_before_opener_flood_is_fast():
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# A lone leading </tool_call> makes a whole-string closer check true, but no
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# opener after it has a reachable closer. (strip exercises the CodeQL-flagged
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# _XML_TOOL_CALL_RE path; parse additionally reaches _XML_DIRECT_TOOL_RE, the
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# separate backreference pattern tracked as a follow-up — see
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# test_xml_tool_call_opener_flood_is_fast.)
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evil = "</tool_call>" + ("<tool_call>" + "a" * 10) * 6000
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_, dt = _timed(strip_tool_blocks, evil)
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assert dt < _BUDGET_S, f"strip_tool_blocks took {dt:.2f}s"
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def test_tool_call_closer_present_without_inner_brace_is_fast():
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# Leading [/TOOL_CALL] satisfies a substring guard, but the openers carry no
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# inner '}', so '}\\s*[/TOOL_CALL]' is never reachable from any opener.
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evil = "[/TOOL_CALL]" + "[TOOL_CALL]{tool: x" * 6000
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blocks, dt = _timed(parse_tool_blocks, evil)
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assert dt < _BUDGET_S, f"parse_tool_blocks took {dt:.2f}s"
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assert blocks == []
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_, dt2 = _timed(strip_tool_blocks, evil)
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assert dt2 < _BUDGET_S, f"strip_tool_blocks took {dt2:.2f}s"
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def test_tool_code_closer_present_without_inner_brace_is_fast():
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evil = "</tool_code>" + "<tool_code>{tool: x" * 6000
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blocks, dt = _timed(parse_tool_blocks, evil)
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assert dt < _BUDGET_S, f"parse_tool_blocks took {dt:.2f}s"
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assert blocks == []
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_, dt2 = _timed(strip_tool_blocks, evil)
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assert dt2 < _BUDGET_S, f"strip_tool_blocks took {dt2:.2f}s"
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# ── strip_think() is the production entrypoint that callers actually run ─────
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# The timing tests above cover normalize_thinking_markup and the scanners;
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# these cover strip_think() itself, which applies the think-tag regexes too.
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def test_strip_think_nested_and_attr_blocks_unchanged():
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# Values pin pre-existing behavior (incl. the nested-block quirk that leaves
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# the inter-tag `c`) so the forward-only rewrite stays byte-equal.
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assert strip_think("<think>a<think>b</think>c</think>Answer.") == "cAnswer."
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assert strip_think('<think time="0.4">reasoning</think>Answer.') == "Answer."
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assert strip_think("<thinking>x</thinking>Answer.") == "Answer."
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assert strip_think("<think>r</think>Answer.") == "Answer."
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assert strip_think("Answer.") == "Answer."
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def test_strip_think_malformed_open_no_gt_is_fast():
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for opener in ("<think", "<thinking", "<thought"):
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evil = opener + " " * 40_000 # no closing '>'
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out, dt = _timed(strip_think, evil)
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assert dt < _BUDGET_S, f"strip_think({opener!r}) took {dt:.2f}s"
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assert out == evil.strip() # nothing is a real tag
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def test_strip_think_attr_opener_flood_is_fast():
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for opener in ("<think x", "<thinking x", "<thought x"): # no `>`, no closer
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evil = opener * 8000
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_, dt = _timed(strip_think, evil)
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assert dt < _BUDGET_S, f"strip_think({opener!r}) took {dt:.2f}s"
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def test_strip_think_closed_opener_flood_is_fast():
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evil = "<think>" * 16000 # well-formed openers, no closer
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out, dt = _timed(strip_think, evil)
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assert dt < _BUDGET_S, f"strip_think took {dt:.2f}s"
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assert out == ""
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def test_strip_think_malformed_closer_flood_is_fast():
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evil = "</think x" * 8000 # closer flood, no `>`
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out, dt = _timed(strip_think, evil)
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assert dt < _BUDGET_S, f"strip_think took {dt:.2f}s"
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assert out == evil.strip()
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