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Dylan M. Taylor 31bea74bd3 address review: stop collecting JSON keys at the column limit and reject oversized row counts before building rows 2026-11-03 23:57:00 +00:00
Dylan M. Taylor 052ee60218 Get Data: refuse an import whose dense rows would be too large
data.getData and data.fromTextCsv built every row densely before
writing it: JSON records were padded to the union of all keys (found
with a quadratic Vec::contains scan), and CSV cells were expanded over
the whole used rectangle. A few sparse records or one far-away CSV
cell therefore allocated billions of slots.

The importer now collects JSON keys with a HashSet, refuses more keys
than a sheet has columns, and checks the projected rows x columns
against MAX_IMPORT_CELLS (10,000,000) before building any row.
2026-11-02 20:34:32 -05:00
3 changed files with 94 additions and 134 deletions
+57 -1
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@@ -42,6 +42,15 @@ pub(super) fn table_resize(s: &mut Session, p: &Json) -> Result<Json> {
})
}
/// Most cells (rows × columns, blanks included) Get Data imports. The rows are built densely
/// before they are written, so a few sparse records or one far-away CSV cell must not expand
/// into a rectangle of billions of slots.
const MAX_IMPORT_CELLS: u64 = 10_000_000;
fn too_many_cells() -> EngineError {
EngineError::Other(format!("The data is too large to import ({MAX_IMPORT_CELLS} cells at most)."))
}
pub(super) fn from_csv(s: &mut Session, p: &Json) -> Result<Json> {
let bytes = if let Some(t) = str_param(p, "text") {
t.as_bytes().to_vec()
@@ -57,15 +66,27 @@ pub(super) fn from_csv(s: &mut Session, p: &Json) -> Result<Json> {
if text.trim_start().starts_with('[') {
let arr: Vec<Json> = serde_json::from_str(&text).map_err(|e| bad("data.getData", e.to_string()))?;
let mut keys: Vec<String> = Vec::new();
let mut seen: std::collections::HashSet<&str> = std::collections::HashSet::new();
for o in &arr {
if let Some(m) = o.as_object() {
for k in m.keys() {
if !keys.contains(k) {
if !seen.contains(k.as_str()) {
// Stop collecting at the column limit.
if keys.len() >= gridcraft_core::MAX_COLS as usize {
return Err(EngineError::Other("The data has more fields than a sheet has columns.".into()));
}
seen.insert(k.as_str());
keys.push(k.clone());
}
}
}
}
if arr.len() as u64 + 1 > u64::from(gridcraft_core::MAX_ROWS) {
return Err(EngineError::Other("The data has more rows than a sheet has.".into()));
}
if (arr.len() as u64 + 1).saturating_mul(keys.len().max(1) as u64) > MAX_IMPORT_CELLS {
return Err(too_many_cells());
}
let mut out = vec![keys.iter().map(|k| json!(k)).collect::<Vec<_>>()];
for o in &arr {
out.push(keys.iter().map(|k| o.get(k).cloned().unwrap_or(Json::Null)).collect());
@@ -79,6 +100,9 @@ pub(super) fn from_csv(s: &mut Session, p: &Json) -> Result<Json> {
let wb = gridcraft_xlsx::read_csv(&bytes, &opts).map_err(|e| EngineError::Other(e.to_string()))?;
let sh = wb.sheet(0).ok_or(EngineError::NoDocument)?;
let Some(u) = sh.used_range() else { return Err(EngineError::Other("The file is empty.".into())) };
if u.count() > MAX_IMPORT_CELLS {
return Err(too_many_cells());
}
(u.start.row..=u.end.row)
.map(|r| {
(u.start.col..=u.end.col)
@@ -129,3 +153,35 @@ pub(super) fn queries(s: &mut Session, _: &Json) -> Result<Json> {
.collect(),
))
}
#[cfg(test)]
mod tests {
use serde_json::json;
use crate::Session;
fn s() -> Session {
let mut s = Session::new();
s.new_workbook();
s
}
#[test]
fn sparse_imports_are_refused_before_their_rows_are_built() {
let mut s = s();
let sheets = s.doc().unwrap().wb.sheets.len();
// 5,000 records with one field each: 5,001 × 5,000 slots once every record gets every field.
let records: Vec<_> = (0..5_000).map(|i| json!({ format!("k{i}"): i })).collect();
let text = serde_json::to_string(&records).unwrap();
let err = s.execute("data.getData", json!({"text": text})).expect_err("too many cells");
assert!(err.to_string().contains("too large"), "{err}");
// A CSV whose last line reaches 16,001 columns, 1,000 lines down.
let text = format!("1{}{}x", "\n".repeat(999), ",".repeat(16_000));
let err = s.execute("data.fromTextCsv", json!({"text": text})).expect_err("too many cells");
assert!(err.to_string().contains("too large"), "{err}");
assert_eq!(s.doc().unwrap().wb.sheets.len(), sheets);
// Small imports still work.
let out = s.execute("data.getData", json!({"text": r#"[{"a": 1}, {"b": 2}]"#})).unwrap();
assert_eq!((out["rows"].as_u64(), out["cols"].as_u64()), (Some(3), Some(2)), "{out}");
}
}
+12
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@@ -1312,6 +1312,18 @@ fn scripts_leave_file_access_working_after_they_run() {
let _ = std::fs::remove_dir_all(&dir);
}
#[test]
fn get_data_refuses_json_with_too_many_fields_or_rows_before_building_rows() {
let mut s = s();
let wide = format!("[{}]", (0..=gridcraft_core::MAX_COLS).map(|i| format!("{{\"k{i}\":1}}")).collect::<Vec<_>>().join(","));
let err = s.execute("data.fromTextCsv", json!({"text": wide})).unwrap_err().to_string();
assert!(err.contains("more fields"), "{err}");
// MAX_ROWS objects plus the header row are one too many.
let tall = format!("[{}]", vec!["{}"; gridcraft_core::MAX_ROWS as usize].join(","));
let err = s.execute("data.fromTextCsv", json!({"text": tall})).unwrap_err().to_string();
assert!(err.contains("more rows"), "{err}");
}
#[test]
fn scripts_cannot_reach_outside_the_workbook_even_when_trusted() {
let dir = std::env::temp_dir().join(format!("gridcraft-script-deny-{}", std::process::id()));
+25 -133
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@@ -3,7 +3,7 @@
use gridcraft_core::{Array, CellError, Value};
use crate::util::{MAX_CELLS, num};
use crate::util::MAX_CELLS;
use crate::{Arg, Ctx, FnSpec};
/// Value-parameter masks (see [`FnSpec::value_args`]), observed in Excel 365: a reference to more
@@ -68,68 +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;
}
// The function's own coercion (text like "10000000" counts), so no loop goes uncharged.
let period = |i: usize| num(cell_args, i).ok().filter(|n| n.is_finite()).map(f64::trunc);
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;
@@ -148,42 +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,
});
}
@@ -268,55 +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);
// Numeric text is coerced by the function, so its periods are charged the same.
let text_ends = av(Array::filled(51, 1, Value::text("10000000")).into());
is_err(ev("CUMIPMT", vec![n(0.01), n(1e7), n(1000.0), n(1.0), text_ends, n(0.0)]), 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() };