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Dylan M. Taylor c233917ca5 calc: cap the text one & over arrays may build in all 2026-11-02 20:29:53 -05:00
2 changed files with 71 additions and 132 deletions
+47 -1
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@@ -135,10 +135,41 @@ pub(super) fn single(v: Value) -> Option<Value> {
}
}
/// Text bytes that one `&` over arrays may produce in all. Each piece is capped on its own, but a
/// compact formula can broadcast a long text across millions of cells
/// (`SEQUENCE(4000,4000)&REPT("x",30000)` is 480 GB): past this the whole result is `#NUM!`, the
/// error for a result too large to hold, before the rest is built.
pub(super) const MAX_CONCAT_ARRAY_BYTES: usize = 512 * 1024 * 1024;
pub fn binary_values(op: BinOp, x: &Value, y: &Value, sys: gridcraft_core::DateSystem) -> Value {
if op == BinOp::Concat && (matches!(x, Value::Array(_)) || matches!(y, Value::Array(_))) {
return concat_arrays(x, y, sys, MAX_CONCAT_ARRAY_BYTES);
}
zip2(x, y, |a, b| binary_scalar(op, a, b, sys))
}
/// `x & y` with at least one array operand, giving `#NUM!` once the texts built so far pass `budget`
/// bytes.
fn concat_arrays(x: &Value, y: &Value, sys: gridcraft_core::DateSystem, budget: usize) -> Value {
let used = std::cell::Cell::new(0usize);
let over = std::cell::Cell::new(false);
let r = zip2(x, y, |a, b| {
if over.get() {
return Value::Empty;
}
let v = binary_scalar(BinOp::Concat, a, b, sys);
if let Value::Text(t) = &v {
used.set(used.get().saturating_add(t.len()));
if used.get() > budget {
over.set(true);
return Value::Empty;
}
}
v
});
if over.get() { Value::Error(CellError::Num) } else { r }
}
fn binary_scalar(op: BinOp, a: &Value, b: &Value, sys: gridcraft_core::DateSystem) -> Value {
if let Value::Error(e) = a {
return Value::Error(*e);
@@ -187,7 +218,22 @@ fn binary_scalar(op: BinOp, a: &Value, b: &Value, sys: gridcraft_core::DateSyste
#[cfg(test)]
mod tests {
use super::{MAX_CELLS, broadcast_len};
use super::{Array, BinOp, CellError, MAX_CELLS, Value, broadcast_len, concat_arrays};
#[test]
fn concatenating_arrays_stops_at_the_byte_budget() {
let sys = gridcraft_core::DateSystem::default();
let col = Value::from(Array::column((0..100).map(|i| Value::number(i as f64)).collect()));
let long = Value::text("x".repeat(100));
// 100 cells of 101 or 102 bytes each: about 10 KB in all.
let r = concat_arrays(&col, &long, sys, 20_000);
assert!(matches!(&r, Value::Array(a) if a.data.len() == 100), "{r:?}");
assert_eq!(concat_arrays(&col, &long, sys, 5_000), Value::Error(CellError::Num));
assert_eq!(concat_arrays(&long, &col, sys, 5_000), Value::Error(CellError::Num));
// Through the operator, a small result is unaffected.
let r = super::binary_values(BinOp::Concat, &col, &Value::text("a"), sys);
assert!(matches!(&r, Value::Array(a) if a.data.first() == Some(&Value::text("0a"))), "{r:?}");
}
#[test]
fn broadcast_len_caps_at_max_cells() {
+24 -131
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@@ -68,70 +68,26 @@ const SCANS: &[&str] = &["VLOOKUP", "HLOOKUP", "LOOKUP", "MATCH", "XLOOKUP", "XM
/// `XMATCH(SEQUENCE(1048576), -SEQUENCE(1048576))` runs for hours and hangs opening the file.
/// Past the budget the call is `#NUM!`, as MMULT is past 2e9 multiply-adds. 5e8 keeps the worst
/// case to a few seconds and still admits 5,000 needles over a 100,000-row table.
///
/// The same budget covers all the work of a lifted call added up across its elements: criteria
/// aggregates rescanning their ranges, period loops, and array results built per element.
const LIFTED_SCAN_BUDGET: usize = 500_000_000;
/// Criteria aggregates: every call tests each cell of its ranges against its criteria, so a call
/// lifted over `n` criteria does `n` x (range cells) work, like the [`SCANS`] lookups.
const CRITERIA: &[&str] = &["COUNTIF", "COUNTIFS", "SUMIF", "SUMIFS", "AVERAGEIF", "AVERAGEIFS", "MAXIFS", "MINIFS"];
/// Cumulative TVM functions that step through every period from `start_period` (argument 3) to
/// `end_period` (argument 4) on each call.
const PERIOD_LOOPS: &[&str] = &["CUMIPMT", "CUMPRINC"];
/// The work every lifted call of `spec` repeats over its non-lifted arguments: the longest vector
/// a [`SCANS`] lookup searches, or every cell a [`CRITERIA`] aggregate tests. 0 for other
/// functions.
/// The length of the longest vector a lifted call of `spec` searches per needle: 0 unless `spec`
/// is one of the [`SCANS`] lookups and a non-lifted argument is an array.
fn scan_len(spec: &FnSpec, args: &[Arg]) -> usize {
let scans = SCANS.contains(&spec.name);
if !scans && !CRITERIA.contains(&spec.name) {
if !SCANS.contains(&spec.name) {
return 0;
}
let lens = args.iter().enumerate().filter(|(i, _)| !spec.is_scalar_arg(*i)).filter_map(|(_, a)| match &a.value {
Value::Array(arr) => Some(if scans { arr.rows.max(arr.cols) } else { arr.data.len() }),
_ => None,
});
if scans { lens.max().unwrap_or(0) } else { lens.fold(0, usize::saturating_add) }
}
/// The work of one lifted call that depends on its own (lifted) scalar arguments: the number of
/// periods a [`PERIOD_LOOPS`] function steps through. 0 for other functions.
fn call_cost(spec: &FnSpec, cell_args: &[Arg]) -> usize {
if !PERIOD_LOOPS.contains(&spec.name) {
return 0;
}
let period = |i: usize| match cell_args.get(i).map(|a| &a.value) {
Some(Value::Number(n)) if n.is_finite() => Some(n.trunc()),
_ => None,
};
match (period(3), period(4)) {
// The function itself refuses spans past 1e7 periods; anything larger costs the cap.
(Some(start), Some(end)) if end >= start => ((end - start) + 1.0).min(1e8) as usize,
_ => 0,
}
args.iter()
.enumerate()
.filter(|(i, _)| !spec.is_scalar_arg(*i))
.filter_map(|(_, a)| match &a.value {
Value::Array(arr) => Some(arr.rows.max(arr.cols)),
_ => None,
})
.max()
.unwrap_or(0)
}
pub(crate) fn call_lifted(spec: &FnSpec, args: &[Arg], ctx: &mut dyn Ctx) -> Value {
call_lifted_within(spec, args, ctx, LIFTED_SCAN_BUDGET)
}
/// Sets the lifted arguments of `cell_args` to their elements at (`r`, `c`).
fn element_args(spec: &FnSpec, args: &[Arg], r: usize, c: usize, cell_args: &mut [Arg]) {
for (i, a) in args.iter().enumerate() {
if spec.is_scalar_arg(i)
&& let Value::Array(arr) = &a.value
&& let Some(slot) = cell_args.get_mut(i)
{
let v = arr.get_broadcast(r, c);
slot.value = if let Value::Array(inner) = &v { inner.data.first().cloned().unwrap_or(Value::Empty) } else { v };
}
}
}
/// [`call_lifted`] with every call's work added up against `budget` (see [`LIFTED_SCAN_BUDGET`]).
fn call_lifted_within(spec: &FnSpec, args: &[Arg], ctx: &mut dyn Ctx, budget: usize) -> Value {
let rejected = if spec.value_args.is_empty() { None } else { reject_multi_cell_refs(spec, args) };
let args = rejected.as_deref().unwrap_or(args);
let mut rows = 0usize;
@@ -150,42 +106,25 @@ fn call_lifted_within(spec: &FnSpec, args: &[Arg], ctx: &mut dyn Ctx, budget: us
return (spec.imp)(args, ctx);
}
let needles = rows.saturating_mul(cols);
// Every call is charged its repeated scan (at least 1), its own period loop, and the cells of
// an array result (built in full, though only its first cell is kept), so lifting a scalar
// argument can't multiply what one call may do into hours of work:
// `COUNTIF(big_range, SEQUENCE(1e4))`, `CUMIPMT(0.1, 1e7, 1, 1, SEQUENCE(1e4,,1e7,0), 0)`,
// `MUNIT(SEQUENCE(1e4,,3000,0))`.
let per_call = scan_len(spec, args).max(1);
let mut cell_args: Vec<Arg> = args.to_vec();
let mut spent = needles.saturating_mul(per_call);
if needles > MAX_CELLS || spent > budget {
if needles > MAX_CELLS || needles.saturating_mul(scan_len(spec, args)) > LIFTED_SCAN_BUDGET {
return Value::Error(CellError::Num);
}
// Period loops are known before any call runs, so a call over budget does none of them.
if PERIOD_LOOPS.contains(&spec.name) {
for r in 0..rows {
for c in 0..cols {
element_args(spec, args, r, c, &mut cell_args);
spent = spent.saturating_add(call_cost(spec, &cell_args));
if spent > budget {
return Value::Error(CellError::Num);
}
}
}
}
let mut cell_args: Vec<Arg> = args.to_vec();
let mut data = Vec::with_capacity(rows * cols);
for r in 0..rows {
for c in 0..cols {
element_args(spec, args, r, c, &mut cell_args);
for (i, a) in args.iter().enumerate() {
if spec.is_scalar_arg(i)
&& let Value::Array(arr) = &a.value
&& let Some(slot) = cell_args.get_mut(i)
{
let v = arr.get_broadcast(r, c);
slot.value = if let Value::Array(inner) = &v { inner.data.first().cloned().unwrap_or(Value::Empty) } else { v };
}
}
let out = (spec.imp)(&cell_args, ctx);
data.push(match out {
Value::Array(a) => {
spent = spent.saturating_add(a.data.len());
if spent > budget {
return Value::Error(CellError::Num);
}
a.data.first().cloned().unwrap_or(Value::Empty)
}
Value::Array(a) => a.data.first().cloned().unwrap_or(Value::Empty),
v => v,
});
}
@@ -270,52 +209,6 @@ mod tests {
assert_eq!(rows_of(&out), vec![vec![nv(-1.0)]; 1000]);
}
/// Security: lifting a criteria aggregate rescans its range for every criterion, so criteria
/// x range cells past the budget is `#NUM!` before any scan runs.
#[test]
fn lifted_criteria_aggregates_stop_past_their_work_budget() {
use gridcraft_core::Array;
let tall = |n: usize| av(Array::filled(n, 1, nv(-1.0)).into());
is_err(ev("COUNTIF", vec![tall(1_000_000), tall(501)]), CellError::Num);
is_err(ev("SUMIF", vec![tall(1_000_000), tall(501)]), CellError::Num);
is_err(ev("COUNTIFS", vec![tall(1_000_000), tall(501)]), CellError::Num);
// Two ranges of 250,000 cells each count together.
is_err(ev("SUMIFS", vec![tall(250_000), tall(250_000), tall(1001)]), CellError::Num);
let counts = ev("COUNTIF", vec![av(col(&[1.0, 2.0, 2.0])), av(col(&[2.0, 1.0, 5.0]))]);
assert_eq!(rows_of(&counts), vec![vec![nv(2.0)], vec![nv(1.0)], vec![nv(0.0)]]);
for name in super::CRITERIA.iter().chain(super::PERIOD_LOOPS) {
assert!(crate::lookup(name).is_some(), "{name} isn't registered");
}
}
/// Security: CUMIPMT and CUMPRINC loop over their periods once per lifted element; the
/// periods of all elements are added up first, so an over-budget call runs none of them.
#[test]
fn lifted_period_loops_stop_past_their_work_budget() {
use gridcraft_core::Array;
let ends = |len: usize, end: f64| av(Array::filled(len, 1, nv(end)).into());
let args = |len: usize, end: f64| vec![n(0.01), n(1e7), n(1000.0), n(1.0), ends(len, end), n(0.0)];
// 51 elements of 1e7 periods each is past 5e8.
is_err(ev("CUMIPMT", args(51, 1e7)), CellError::Num);
is_err(ev("CUMPRINC", args(51, 1e7)), CellError::Num);
let out = ev("CUMIPMT", args(2, 12.0));
assert_eq!(rows_of(&out).len(), 2);
assert!(matches!(rows_of(&out).first().and_then(|r| r.first()), Some(Value::Number(x)) if *x < 0.0));
}
/// Security: an array-producing function lifted over a computed array builds each element's
/// whole result before keeping one cell; their cells count against the budget.
#[test]
fn lifted_array_results_count_against_the_budget() {
use gridcraft_core::Array;
let spec = crate::lookup("MUNIT").unwrap_or_else(|| panic!("MUNIT isn't registered"));
let dims = |n: usize| [av(Array::filled(n, 1, nv(10.0)).into())];
// Ten 10x10 identity matrices are 1,000 cells.
let out = super::call_lifted_within(spec, &dims(10), &mut TestCtx::default(), 1_010);
assert_eq!(rows_of(&out), vec![vec![nv(1.0)]; 10]);
is_err(super::call_lifted_within(spec, &dims(11), &mut TestCtx::default(), 1_010), CellError::Num);
}
#[test]
fn value_params_reject_multi_cell_references() {
let s = FnSpec { value_args: &[true, false], ..spec() };