willitbite

Ruff will tell you that 99 closures in your codebase capture a loop variable. It will not tell you that none of them can actually bite you.

willitbite takes the two rules that produce most of the noise when a project first adopts ruff and asks the question the linter cannot: can this one reach you at runtime?

Here it is on ragflow, 1,259 files of Python, at commit 0c28d59:

$ willitbite .
B006  mutable default arguments
  34 warning(s)   0 can bite   1 latent   13 depend on a callee   20 safe
    [LATENT] agent/component/message.py:159
             `kwargs` is mutated before it is rebound (kwargs[...] assigned on line
             181), but all 2 call sites of `get_kwargs()` pass it explicitly, so the
             shared default is never the one being changed

B023  closures capturing a loop variable
  99 warning(s)   0 can bite   15 depend on a callee   84 safe

Nothing here can bite today. 133 warning(s), 0 reachable defects, 1 latent.

133 warnings, ten seconds, and 29 of them are worth a person's time: the one latent defect and the 28 that turn on a function the tool cannot see into. The other 104 need nobody.

Why this exists

Both rules describe a shape, and the shape is not the bug.

B023 flags every closure inside a loop that reads the loop variable. The bug it is looking for is late binding: if the closure is still callable after the loop moves on, every copy sees the loop variable's final value. A closure that is built and called inside the same iteration sees the value it was written next to, which is what the author meant.

B006 flags every mutable default argument. A mutable default is evaluated once and shared by every call that omits it, but that only matters if the function changes it. A default that is only read behaves exactly like the immutable one the author probably had in mind.

So a team switching these rules on faces a few hundred warnings, most of which are fine, with no way to tell which is which except by reading all of them. That is the job this does.

Install and run

pip install willitbite
willitbite ./src

Python 3.10 or newer. To work from a checkout instead:

git clone https://github.com/muhzuhaib/willitbite
pip install ./willitbite

Ruff is called as a subprocess if it is on your PATH. If you would rather run your own:

ruff check --select B006,B023 --output-format json ./src > warnings.json
willitbite --json warnings.json

Exit code is 1 when something can bite, 0 when nothing can, 2 when the tool could not run.

Design decisions

A linter has two states, warned and silent. This has four. Two of the four exist because the honest answer is sometimes neither of the other two.

CALLEE is for a closure handed to run_with_retry(...), which is safe if that helper calls it and dangerous if it stores it. Guessing safe would clear a real defect. Guessing unsafe would raise a false alarm on every codebase this was built against. So it names the function you have to look at and stops there.

LATENT is for a function that is genuinely wrong and that nothing currently calls in the way that would hurt. It has its own section below.

Ruff finds the candidates; this decides them. Reimplementing the rules would be slower, less correct, and would drift from ruff's behaviour. Ruff is invoked with --isolated on purpose, so the answer does not depend on whether the project has enabled these rules: a team that has not adopted them yet is exactly the team that wants this.

Ruff is not a dependency. A tool that reports on your linter should not pin a version of it.

Every verdict carries a reason you can check without rerunning anything. The reason names the identifier and the line, never restates the rule. A verdict you have to take on trust is worth about as much as the warning it replaced.

Latent defects: real, but nothing calls them that way

A function that mutates its own mutable default is wrong on its own terms. Whether the wrongness can reach you is a separate question, and it is answered in the callers: the shared default is only ever the object being mutated when somebody omits the argument.

So B006 warnings that survive the first pass get a second one, across every .py file under the path you gave. If some caller omits the argument, the verdict stays BITES. If every caller passes it explicitly, the verdict becomes LATENT: still a defect, still reported, but nothing in the tree triggers it today.

B006  mutable default arguments
  2 warning(s)   1 can bite   1 latent   0 depend on a callee   0 safe
    [BITES] live.py:1
           `cache` is mutated before it is rebound (cache[...] assigned on line 2),
           so every call that omits it sees the previous call's changes
    [LATENT] lib.py:1
           `items` is mutated before it is rebound (items.append() on line 2), but all
           2 call sites of `collect()` pass it explicitly, so the shared default is
           never the one being changed

Those two functions have the same shape. Only their callers differ.

A latent defect does not fail the build. The exit code answers "can this bite today", and this one cannot, so failing on it would fail every build until somebody rewrote code that currently works. It is in the report because it will bite the first caller who leaves the argument out.

Known boundary: which callers get matched

Call sites are matched by name. Resolving x.send() to a definition properly needs type inference, which this does not do, so a call counts whenever the called name matches, wherever it appears. That over-matches, and the over-matching is deliberate: an unrelated send elsewhere can only add an omission, and an omission is the answer that keeps the warning.

Import aliases are resolved before the name match runs, and so are chains of them across modules. from lib import collect as c, re-exported by a package __init__.py and imported again elsewhere as from pkg import c, files every spelling of the call under collect. Each hop follows one import binding, and a hop whose target module is outside the tree you scanned still contributes the name before it ends there, which is all the match needs. This matters because an alias hides callers without adding any, and a caller the index cannot see counts as absent, which is the direction a false LATENT comes from.

Four things count as no evidence at all, and each of them leaves a warning at BITES:

• a **kwargs splat at the call site, which might be carrying the argument
• a *args splat, which might be filling the position
• no caller anywhere, which usually means a public entry point called from outside the tree you scanned, and is the case most likely to bite a stranger
• a name that reaches the function some other way: a star import, a rebinding like handler = collect, a re-export written as an assignment (c = collect in an __init__.py) rather than as an import, a module-level __getattr__, or dispatch that only exists at runtime

The index is only built when something came back BITES, so a run that finds nothing reachable never pays for the scan.

Where this came from

It was written while triaging 138 ruff warnings across two large open-source Python codebases by hand. All 99 loop-closure warnings turned out to be false alarms, as did every mutable-default warning that was actually reachable. Reading them one at a time to learn that took most of a day, which seemed like a poor way to spend the next one.

License

MIT