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//! XY-Cut recursive spatial partitioning for multi-column text layout.
//!
//! This module implements the XY-Cut algorithm per PDF Spec Section 9.4 for
//! recursive geometric analysis without semantic heuristics. Uses projection
//! profiles to detect column boundaries in complex layouts.
//!
//! Per ISO 32000-1:2008:
//! - Section 9.4: Text Objects and coordinates
//! - Section 14.7: Logical Structure (prefers structure tree when available)
//!
//! # Algorithm Overview
//!
//! 1. Compute horizontal projection (white space density across X)
//! 2. Find valleys (gaps) where density < threshold
//! 3. Split region at widest valley (vertical line)
//! 4. Recursively partition left and right sub-regions
//! 5. Alternate to vertical projection if no horizontal valleys found
//! 6. Base case: Sort spans top-to-bottom, left-to-right
//!
//! # Performance
//!
//! Typical newspaper page: ~100 spans, < 5ms processing time
//! Recursive depth: O(log n) for balanced columns
use super::{ReadingOrderContext, ReadingOrderStrategy};
use crate::error::Result;
use crate::geometry::Rect;
use crate::layout::TextSpan;
use crate::pipeline::{OrderedTextSpan, ReadingOrderInfo};
/// Maximum density-array length for XY-cut projection profiles.
///
/// A normal PDF page is at most a few thousand points wide/tall. This limit of
/// 100 000 bins is generous (≈ 33× a 3000-point A0 page) while being small
/// enough to never cause an allocation problem. Spans whose bounding-box span
/// exceeds this limit are the result of a degenerate CTM; returning `None` from
/// the projection safely skips the split instead of attempting a multi-terabyte
/// allocation that would abort the process via `handle_alloc_error`.
const MAX_PROJECTION_SIZE: usize = 100_000;
/// Coarse classification of a region for the #534 multi-column-prose
/// fix. Used to gate the tight-gutter cut: tight cuts are only accepted on
/// regions that *positively* identify as prose, so the same XY-cut recursion
/// no longer corrupts table cells (the lesson — see lines 73–101).
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
enum RegionKind {
/// Tall stack of wide lines OR tall stack of half-column lines with
/// substantial content per line. Safe to apply tight-gutter cuts.
Prose,
/// Short cells in a grid (mean characters per line < 8). Tight cuts
/// here corrupt cell ordering — the canonical google_doc population
/// table that reverted v0.3.53's two attempts is the prototype.
Table,
/// Anything else — too few lines, mixed shapes, decorative regions.
/// Default to the behaviour (no tight cut).
Mixed,
}
/// Contiguous run of bold-or-larger-font spans spanning ≥ 2 visual lines
/// that the XY-cut splitter must treat as an atomic block. Built by
/// `find_heading_runs` (v0.3.55 #543) BEFORE recursive partitioning,
/// then substituted into the partition input as a single wide synthetic
/// span so cluster-detection / valley-finding can't drive a vertical
/// cut THROUGH a wrapped heading.
///
/// After partition completes, `expand_blocks` projects the synthetic
/// placeholder back into its constituent original spans, preserving
/// each span's per-glyph metadata for downstream consumers
/// (markdown converter heading-level inference, layout-preserving
/// DOCX export, etc.).
#[derive(Debug, Clone)]
struct HeadingRun {
/// Indices into the original `&[TextSpan]` slice, in reading order
/// (top-to-bottom, left-to-right within a line).
span_indices: Vec<usize>,
/// Union of the constituent spans' bboxes. Substituted for each
/// individual bbox during partition so the heading appears as one
/// wide bbox.
combined_bbox: Rect,
}
/// Union of the bboxes of `spans[indices]`. Empty index list yields a
/// zero-sized rect at the origin (never built in practice — guarded by
/// the caller).
fn union_bboxes(spans: &[TextSpan], indices: &[usize]) -> Rect {
let mut x_min = f32::MAX;
let mut y_min = f32::MAX;
let mut x_max = f32::MIN;
let mut y_max = f32::MIN;
for &i in indices {
let b = spans[i].bbox;
x_min = x_min.min(b.left());
x_max = x_max.max(b.right());
y_min = y_min.min(b.top());
y_max = y_max.max(b.bottom());
}
if x_min == f32::MAX {
return Rect::default();
}
Rect::from_points(x_min, y_min, x_max, y_max)
}
/// XY-Cut recursive spatial partitioning strategy.
///
/// Detects columns using projection profiles and white space analysis.
/// Suitable for newspapers, academic papers, and multi-column layouts.
pub struct XYCutStrategy {
/// Minimum number of spans in a region before attempting split (default: 5).
/// Prevents excessive recursion on small regions.
pub min_spans_for_split: usize,
/// Valley threshold as fraction of peak projection density (default: 0.3).
/// Lower values detect narrower gutters, higher values only detect wide gaps.
pub valley_threshold: f32,
/// Minimum valley width in points (default: 15.0).
/// Prevents detecting single-character gaps as column boundaries.
pub min_valley_width: f32,
/// Enable horizontal partitioning first, fallback to vertical (default: true).
///
/// Per PDF Spec ISO 32000-1:2008 §14.8.4 (Logical Structure reading order),
/// column detection is the primary purpose of XY-Cut — horizontal-first
/// (vertical cut line) splits columns before rows, matching Western
/// top-down-left-to-right reading order in multi-column documents.
/// Callers with row-dominant layouts can override via
/// `with_prefer_horizontal(false)`.
pub prefer_horizontal: bool,
}
/// Cap on `partition_indexed` recursion depth. Real layouts nest only a few
/// splits deep; this bound only fires on the singleton-peel pathology (many
/// distinct-Y header/footer strips) where unbounded depth is O(n² log n). Set
/// high enough that no real document reaches it.
const MAX_PARTITION_DEPTH: u32 = 64;
impl Default for XYCutStrategy {
fn default() -> Self {
Self {
min_spans_for_split: 5,
valley_threshold: 0.3,
// 15pt. Issue #7 (multi-column prose interleaving on
// issue_07_orphaned_fragments.pdf) was attempted TWICE and
// REVERTED both times — the 70-PDF sweep caught data
// corruption in google_doc_document.pdf's population table
// ("273.879.7501" -> "1273.879.750") each time:
//
// Attempt 1 — lower min_valley_width 15 -> 12 so the tight
// ~12pt two-column gutter is detected. Also split the
// table's ~12pt inter-cell gaps -> reordered digits.
//
// Attempt 2 — a structural find_two_column_prose_split
// (exactly-two recurring left-edge clusters, wide columns,
// clean gutter) tried before the single-column check. It
// never fired on issue_07's WHOLE page (three left-edge
// clusters: full-width intro/footer @60 + left @82 + right
// @312, because is_single_column blocks band separation
// first), yet it DID fire on a 2-column sub-region of the
// google_doc table and reordered cells.
//
// Root cause: the same XY-Cut machinery orders both
// prose-columns and table-cells. Any sensitivity increase
// that catches issue_07's tight 2-column prose also splits
// table cells and corrupts data. A correct #7 fix needs a
// real table-vs-prose classifier (column cells are short
// values; prose columns are tall stacks of wide lines) AND
// recursive band-separation of full-width header/footer rows
// before column detection — a substantial XY-Cut redesign,
// validated against the full CI corpus, not a local tweak.
min_valley_width: 15.0,
prefer_horizontal: true,
}
}
}
impl XYCutStrategy {
/// Create a new XY-Cut strategy with default parameters.
pub fn new() -> Self {
Self::default()
}
/// Create with custom valley threshold (0.0-1.0).
pub fn with_valley_threshold(mut self, threshold: f32) -> Self {
self.valley_threshold = threshold.clamp(0.0, 1.0);
self
}
/// Create with custom minimum valley width.
pub fn with_min_valley_width(mut self, width: f32) -> Self {
self.min_valley_width = width.max(1.0);
self
}
/// Enable or disable horizontal partitioning first preference.
pub fn with_prefer_horizontal(mut self, prefer: bool) -> Self {
self.prefer_horizontal = prefer;
self
}
/// Core recursive partitioning algorithm.
///
/// Public for use by MarkdownConverter's ColumnAware reading order mode.
///
/// (#543): runs a pre-pass that detects multi-line heading runs
/// (bold or larger-than-body font, ≥ 2 wrapped lines with matching
/// X-extent) and locks them as atomic blocks the recursive splitter
/// cannot split. Without this, a wrapped heading whose tail lines
/// Y-overlap with adjacent-column dense content (table caption, table
/// row, image label) gets bucketed across columns: line 1 glued to the
/// body paragraph, line 2..N orphaned into the wrong block — and the
/// markdown converter then promotes the orphan tail to a phantom
/// heading (`### …`) in the wrong location.
pub fn partition_region(&self, spans: &[TextSpan]) -> Vec<Vec<TextSpan>> {
let heading_runs = self.find_heading_runs(spans);
if heading_runs.is_empty() {
// Hot path: no headings found, skip the synthesize/expand
// pair entirely so the cost is bounded to one O(n log n) sort
// inside find_heading_runs.
let indices: Vec<usize> = (0..spans.len()).collect();
let index_groups = self.partition_indexed(spans, &indices);
return index_groups
.into_iter()
.map(|group| group.into_iter().map(|i| spans[i].clone()).collect())
.collect();
}
// Build synthetic span list: each heading run collapses to ONE
// wide span carrying the union bbox; non-heading spans pass
// through unchanged. The synthetic list is shorter than the
// original by (sum_of_run_sizes - num_runs).
let (synthetic, synthetic_origin) = self.synthesize_for_partition(spans, &heading_runs);
let synth_indices: Vec<usize> = (0..synthetic.len()).collect();
let synth_groups = self.partition_indexed(&synthetic, &synth_indices);
// Project synthetic-space groups back into original-span space:
// each synthetic span that came from a heading run gets expanded
// back into its constituent original spans (in their original
// reading-order sequence within the run).
self.expand_blocks(synth_groups, spans, &synthetic_origin)
}
/// Detect contiguous bold/large-font runs that span ≥ 2 lines with
/// matching X-extent (i.e. wrapped subsection headings).
///
/// Per the fix-543 plan §A.2: two adjacent spans (in reading
/// order) are considered to belong to the same heading run when
/// ALL of the following hold:
///
/// 1. Both are heading-like (bold, OR font_size > median × 1.15).
/// 2. Same font_size (within 0.5 pt epsilon).
/// 3. Same bold flag.
/// 4. Next span's left edge is within `[prev.left, prev.left + 6pt]`
/// (wrapped heading lines often re-indent by up to ~6pt).
/// 5. Next span sits ≤ 1.5 × line-height below the previous span
/// (a single-line gap; double-line gaps are paragraph breaks).
///
/// `median_font_size` is computed across non-bold spans so heavy
/// bold runs don't bias the body-size estimate upward.
fn find_heading_runs(&self, spans: &[TextSpan]) -> Vec<HeadingRun> {
if spans.len() < 2 {
return Vec::new();
}
// Median body font size from NON-bold spans only. Bold spans
// typically sit at heading sizes (bigger than body), so including
// them biases the median high and we'd miss bold headings whose
// size sits between body and the heavier weight tier.
let mut non_bold_sizes: Vec<f32> = spans
.iter()
.filter(|s| !s.font_weight.is_bold())
.map(|s| s.font_size)
.filter(|&sz| sz > 0.0)
.collect();
let median_body = if non_bold_sizes.is_empty() {
// Fallback: all spans bold (or zero-size). Use overall median.
let mut sizes: Vec<f32> = spans
.iter()
.map(|s| s.font_size)
.filter(|&sz| sz > 0.0)
.collect();
if sizes.is_empty() {
return Vec::new();
}
sizes.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
sizes[sizes.len() / 2]
} else {
non_bold_sizes.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
non_bold_sizes[non_bold_sizes.len() / 2]
};
let heading_size_floor = median_body * 1.15;
let is_heading_like =
|s: &TextSpan| -> bool { s.font_weight.is_bold() || s.font_size > heading_size_floor };
// Sort indices by reading order (top of page first; Rect::top()
// is the SMALLER Y of the normalized rect — see comment at
// line ~885 — so larger Y = higher on page in PDF coords;
// we want DESCENDING Y here).
let mut order: Vec<usize> = (0..spans.len()).collect();
order.sort_by(|&a, &b| {
let y_cmp = crate::utils::safe_float_cmp(spans[b].bbox.top(), spans[a].bbox.top());
if y_cmp != std::cmp::Ordering::Equal {
return y_cmp;
}
crate::utils::safe_float_cmp(spans[a].bbox.left(), spans[b].bbox.left())
});
// Cluster reading-order-adjacent heading-like spans into runs.
// The same line may carry multiple bold spans (one per Tj
// segment); we collapse runs across lines, not within a line.
let indent_tolerance = 6.0_f32;
let font_eps = 0.5_f32;
let mut runs: Vec<Vec<usize>> = Vec::new();
let mut current: Vec<usize> = Vec::new();
for &idx in &order {
let span = &spans[idx];
if !is_heading_like(span) {
if !current.is_empty() {
runs.push(std::mem::take(&mut current));
}
continue;
}
if current.is_empty() {
current.push(idx);
continue;
}
let last_idx = *current.last().unwrap();
let last = &spans[last_idx];
// (2) same font size, (3) same bold flag.
let size_ok = (span.font_size - last.font_size).abs() <= font_eps;
let bold_ok = span.font_weight.is_bold() == last.font_weight.is_bold();
// Same-line: top within 1 pt of last's top — fold without
// applying indent/leading checks (both spans belong to the
// SAME wrapped-heading line, e.g. two bold Tj segments).
let same_line = (span.bbox.top() - last.bbox.top()).abs() <= 1.0;
if size_ok && bold_ok && same_line {
current.push(idx);
continue;
}
// Different line: enforce indent (4) + leading (5).
// line_height = max of the two spans' bbox heights, plus a
// floor of font_size to handle ascender-only / descender-only
// glyphs with collapsed bboxes.
let line_h = last
.bbox
.height
.max(span.bbox.height)
.max(last.font_size)
.max(1.0);
let leading_tolerance = line_h * 1.5;
// PDF coords: y grows up, so the wrapped line sits at a
// SMALLER bbox.top than the previous line. The gap between
// last's bottom and span's top should fit inside the leading
// tolerance.
let last_bottom = last.bbox.top(); // smaller-Y edge in PDF coords (see find_vertical_split comment)
let span_top = span.bbox.top();
let vertical_gap = (last_bottom - span_top).abs();
let indent_ok = span.bbox.left() >= last.bbox.left() - indent_tolerance
&& span.bbox.left() <= last.bbox.left() + indent_tolerance;
let leading_ok = vertical_gap <= leading_tolerance;
if size_ok && bold_ok && indent_ok && leading_ok {
current.push(idx);
} else {
runs.push(std::mem::take(&mut current));
current.push(idx);
}
}
if !current.is_empty() {
runs.push(current);
}
// A run becomes a HeadingRun only when it spans ≥ 2 distinct
// lines. Single-line bold spans (inline emphasis, lone short
// headings) don't need locking — XY-cut handles them correctly
// already, and locking them would be a no-op for the splitter
// but adds overhead.
runs.into_iter()
.filter_map(|span_indices| {
if span_indices.len() < 2 {
return None;
}
let mut distinct_lines = std::collections::BTreeSet::new();
for &i in &span_indices {
distinct_lines.insert(spans[i].bbox.top().round() as i32);
}
if distinct_lines.len() < 2 {
return None;
}
Some(HeadingRun {
combined_bbox: union_bboxes(spans, &span_indices),
span_indices,
})
})
.collect()
}
/// Build a synthetic span list where each detected `HeadingRun`
/// collapses to ONE wide synthetic span carrying the union bbox.
/// Non-heading spans pass through unchanged.
///
/// Returns:
/// - `synthetic`: the input to `partition_indexed`.
/// - `synthetic_origin[k]`: indices of ORIGINAL spans backing
/// synthetic span `k`. Length 1 for pass-throughs, ≥ 2 for
/// heading-run placeholders. Used by `expand_blocks` to project
/// partition output back into original-span space.
fn synthesize_for_partition(
&self,
spans: &[TextSpan],
runs: &[HeadingRun],
) -> (Vec<TextSpan>, Vec<Vec<usize>>) {
// Mark each original span with the heading-run it belongs to
// (or None for pass-through).
let mut in_run: Vec<Option<usize>> = vec![None; spans.len()];
for (r_idx, run) in runs.iter().enumerate() {
for &i in &run.span_indices {
in_run[i] = Some(r_idx);
}
}
let mut synthetic: Vec<TextSpan> = Vec::with_capacity(spans.len());
let mut origins: Vec<Vec<usize>> = Vec::with_capacity(spans.len());
let mut emitted_run = vec![false; runs.len()];
for (i, span) in spans.iter().enumerate() {
match in_run[i] {
None => {
synthetic.push(span.clone());
origins.push(vec![i]);
},
Some(r_idx) if !emitted_run[r_idx] => {
// Emit the run as a synthetic placeholder at the
// position of its first-encountered span.
let run = &runs[r_idx];
let mut placeholder = span.clone();
placeholder.bbox = run.combined_bbox;
// Concatenate the run's text with single spaces so
// is_single_column_region's core-width estimate is
// proportional to the actual heading length, not the
// single first-line fragment.
let mut combined_text = String::new();
for (k, &si) in run.span_indices.iter().enumerate() {
if k > 0 {
combined_text.push(' ');
}
combined_text.push_str(&spans[si].text);
}
placeholder.text = combined_text;
synthetic.push(placeholder);
origins.push(run.span_indices.clone());
emitted_run[r_idx] = true;
},
Some(_) => { /* already emitted — skip later spans of the run */ },
}
}
(synthetic, origins)
}
/// Project partition groups from synthetic-span space back into
/// original-span space, expanding each heading-run placeholder into
/// its constituent original spans (in their original ordering).
fn expand_blocks(
&self,
synth_groups: Vec<Vec<usize>>,
original: &[TextSpan],
synthetic_origin: &[Vec<usize>],
) -> Vec<Vec<TextSpan>> {
synth_groups
.into_iter()
.map(|group| {
let mut out = Vec::with_capacity(group.len());
for synth_idx in group {
for &orig_idx in &synthetic_origin[synth_idx] {
out.push(original[orig_idx].clone());
}
}
out
})
.collect()
}
/// Index-based recursive partitioning — returns groups of indices into the input span slice.
///
/// Avoids cloning TextSpan at every recursive split level. Spans are only
/// read through shared reference; indices are partitioned instead.
fn partition_indexed(&self, all_spans: &[TextSpan], indices: &[usize]) -> Vec<Vec<usize>> {
self.partition_indexed_depth(all_spans, indices, 0)
}
/// Depth-bounded recursive partition. `find_vertical_split_indexed` permits
/// singleton peels, so without a cap a page with many distinct-Y
/// header/footer strips can recurse O(n) deep (O(n² log n) work);
/// `MAX_PARTITION_DEPTH` bounds it.
fn partition_indexed_depth(
&self,
all_spans: &[TextSpan],
indices: &[usize],
depth: u32,
) -> Vec<Vec<usize>> {
if indices.is_empty() {
return Vec::new();
}
// Base case: small region, don't split further via the recursive
// partitioner. Below `min_spans_for_split`, the statistical
// prose/table classifiers (`classify_region_kind`,
// `detect_two_column_prose`, `detect_narrow_gutter_prose`) all have
// their own internal minimum-span floors (6/8/24) far above this
// one and unconditionally decline to classify — so a flat
// "impose Y-then-X row-major order" was applied even to a genuine
// sparse 2-column page (#979: a 2-column, 2-row prose page —
// 4 spans — read back row-major/interleaved instead of
// column-major).
//
// A geometric gutter check alone can't distinguish "sparse 2-column
// prose" from "a 2x2 row-major table" at this scale either — both
// produce an identical clean-gutter signature, and the table-row
// guard inside `find_horizontal_split_indexed` needs >=3 rows to
// reach confidence, so it's a no-op at 2 rows. Rather than commit
// to a (left, right) column grouping we can't justify being
// correct, fall back to the page's own content-stream emission
// order when a clean gutter exists at all (PDFium parity, per the
// reporter's own cross-tool probe: PDFium performs no prose/table
// decision here either, it just follows stream order). This
// relies on the empirical tendency of table generators to emit
// cells row-major and column-generators to emit column-major, in
// the absence of any other geometric signal being decidable at
// this scale. Falls back to the flat Y-then-X sort when no clean
// gutter is found at all (ordinary short single-column snippets).
if indices.len() < self.min_spans_for_split {
if self
.find_horizontal_split_indexed(all_spans, indices)
.is_some()
{
let mut stream_order: Vec<usize> = indices.to_vec();
stream_order.sort_by_key(|&i| all_spans[i].sequence);
return vec![stream_order];
}
return vec![self.sort_indices(all_spans, indices)];
}
// Depth cap: bail to a flat sort rather than recurse unbounded.
if depth >= MAX_PARTITION_DEPTH {
return vec![self.sort_indices(all_spans, indices)];
}
// (#534): two-column-prose probe BEFORE the
// single-column short-circuit. Tight gutters (~10-15pt) that
// sit below `min_valley_width` defeat the standard projection-
// valley detector, and the wide+dense heuristic inside
// `is_single_column_region` mis-classifies the body as one
// column because each line's bbox spans the narrow gutter.
// The probe positively identifies the 2-column-prose shape
// (gutter-radius left-edge clusters + ≥6 narrow lines +
// classify_region_kind == Prose) and only fires when ALL of
// those signals agree. Critically, the Prose gate prevents
// the false positive that reverted v0.3.53's attempts on a
// 2-column sub-region of the google_doc population table
// (mean_chars < 8 → Table → bail).
//
// **Band-separation first**: when the probe would fire AND a
// clean vertical band-separation (top header / body / bottom
// footer) is available, peel the band off BEFORE the column
// cut. Without this step, full-width header / footer rows
// get absorbed into one of the two column halves and end up
// mid-page in reading order — the failure mode on the
// 1256-page French Bible from #536 where the chapter-header
// band and page-number footer were full-width and span the
// gutter. The signal for "band": a vertical split whose
// smaller side has ≤ 25 % of the region's spans (a tight
// band relative to the body it sits next to).
// Two-column-prose detector based on line-start clustering.
// When it fires, peel any wide Y-band first (title / authors
// / abstract / footer often span the gutter) before the
// column cut, so they don't get fragmented across columns.
// Each peeled band is re-classified inside the recursive
// call.
//
// Classify once and pass to both prose detectors below; each gated on
// `classify_region_kind == Prose` and re-ran the same line clustering.
let region_kind = self.classify_region_kind(all_spans, indices);
if let Some(gutter_x) = self.detect_two_column_prose(all_spans, indices, region_kind) {
if let Some((above, below)) = self.find_vertical_split_indexed(all_spans, indices) {
log::debug!(
"XY-cut: peeling Y-band before column cut, above={} below={}",
above.len(),
below.len()
);
let mut result = self.partition_indexed_depth(all_spans, &above, depth + 1);
result.extend(self.partition_indexed_depth(all_spans, &below, depth + 1));
return result;
}
let (left, right): (Vec<usize>, Vec<usize>) = indices
.iter()
.copied()
.partition(|&i| all_spans[i].bbox.left() < gutter_x);
if !left.is_empty() && !right.is_empty() {
log::debug!(
"XY-cut: two-column-prose detected, gutter_x={:.1}, left={} right={}",
gutter_x,
left.len(),
right.len()
);
let mut result = self.partition_indexed_depth(all_spans, &left, depth + 1);
result.extend(self.partition_indexed_depth(all_spans, &right, depth + 1));
return result;
}
}
// Narrow-gutter prose detector — second pass for layouts
// where the line-start cluster shape is masked by outlier
// singletons (title / caption / equation rows scattering
// extra clusters that block the primary detector). Cuts
// directly at the gap-cluster centre WITHOUT peeling a
// Y-band first: for these pages `find_vertical_split`
// tends to fire on mid-body paragraph gaps and bisect
// the body across the peel — both halves then lose
// enough gutter signal that the column cut never reaches
// them on recursion.
if let Some(gutter_x) = self.detect_narrow_gutter_prose(all_spans, indices, region_kind) {
let (left, right): (Vec<usize>, Vec<usize>) = indices
.iter()
.copied()
.partition(|&i| all_spans[i].bbox.left() < gutter_x);
if !left.is_empty() && !right.is_empty() {
log::debug!(
"XY-cut: narrow-gutter prose detected, gutter_x={:.1}, left={} right={}",
gutter_x,
left.len(),
right.len()
);
let mut result = self.partition_indexed_depth(all_spans, &left, depth + 1);
result.extend(self.partition_indexed_depth(all_spans, &right, depth + 1));
return result;
}
}
// Detect single-column body text up-front and skip all spatial
// splits. Real body text has density dips (indented code, short
// last-lines, paragraph breaks) that would otherwise trigger
// spurious horizontal (column) or vertical (row) splits,
// scrambling reading order. The subsequent sort-by-Y already
// handles row order within a column.
if self.is_single_column_region(all_spans, indices) {
return vec![self.sort_indices(all_spans, indices)];
}
let split_h =
|s: &Self, sp: &[TextSpan], idx: &[usize]| s.find_horizontal_split_indexed(sp, idx);
let split_v =
|s: &Self, sp: &[TextSpan], idx: &[usize]| s.find_vertical_split_indexed(sp, idx);
let first_split = if self.prefer_horizontal {
split_h
} else {
split_v
};
let second_split = if self.prefer_horizontal {
split_v
} else {
split_h
};
if let Some((a, b)) = first_split(self, all_spans, indices) {
let mut result = self.partition_indexed_depth(all_spans, &a, depth + 1);
result.extend(self.partition_indexed_depth(all_spans, &b, depth + 1));
return result;
}
if let Some((a, b)) = second_split(self, all_spans, indices) {
let mut result = self.partition_indexed_depth(all_spans, &a, depth + 1);
result.extend(self.partition_indexed_depth(all_spans, &b, depth + 1));
return result;
}
// No split found, return as single group
vec![self.sort_indices(all_spans, indices)]
}
/// Classifier verdict for a region — used to gate the tight-gutter
/// column-split path (#534) so the same XY-cut recursion no longer
/// corrupts table cells (the lesson).
///
/// See the inline post-mortem at lines 73–101: two prior attempts at
/// the multi-column-prose fix were reverted by the 70-PDF sweep when
/// they accidentally fired on a 2-column sub-region of a real table
/// and reordered digits. The fix has to *positively identify prose*
/// before allowing the tight cut — not merely *fail to identify
/// table*. This classifier is that positive identification.
fn classify_region_kind(&self, all_spans: &[TextSpan], indices: &[usize]) -> RegionKind {
// Cheap shape check first.
if indices.len() < 6 {
return RegionKind::Mixed;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
for &i in indices {
x_min = x_min.min(all_spans[i].bbox.left());
x_max = x_max.max(all_spans[i].bbox.right());
}
let region_width = x_max - x_min;
if region_width <= 10.0 {
return RegionKind::Mixed;
}
// Cluster spans into lines by rounded Y.
let mut lines: std::collections::BTreeMap<i32, (f32, f32, usize)> =
std::collections::BTreeMap::new();
for &i in indices {
let s = &all_spans[i];
let y_key = s.bbox.top().round() as i32;
let nonws_chars = s.text.chars().filter(|c| !c.is_whitespace()).count();
let entry = lines.entry(y_key).or_insert((f32::MAX, f32::MIN, 0));
entry.0 = entry.0.min(s.bbox.left());
entry.1 = entry.1.max(s.bbox.right());
entry.2 += nonws_chars;
}
let line_count = lines.len();
if line_count < 6 {
// Too few lines to be a substantial prose body. Headings,
// captions, single paragraphs all land here — leave them to
// the default XY-cut behaviour.
return RegionKind::Mixed;
}
// Per-line statistics: average char count and the count of
// "narrow" lines whose extent < 0.6 × region_width (a column-half
// line) and "wide" lines whose extent ≥ 0.6 × region_width (a
// body-text or table-row line). Table cells are narrow; tables
// have many such narrow lines but with very short content.
let mut total_chars = 0usize;
let mut narrow_lines = 0usize;
let mut wide_lines = 0usize;
for (left, right, chars) in lines.values() {
total_chars += chars;
let extent = (*right - *left).max(0.0);
if extent < region_width * 0.6 {
narrow_lines += 1;
} else {
wide_lines += 1;
}
}
let mean_chars = total_chars as f32 / line_count as f32;
// PROSE: tall stack of wide lines OR tall stack of half-column
// lines with substantial content per line.
// - mean_chars > 20: real prose, not table cells
// - line_count ≥ 6: substantial column
// - either:
// * majority of lines are wide (single-column body), OR
// * majority of lines are narrow with mean_chars > 20
// (two half-column lines with prose content)
let mostly_wide = wide_lines * 2 > line_count;
let mostly_narrow = narrow_lines * 2 > line_count;
if mean_chars > 20.0 && (mostly_wide || mostly_narrow) {
return RegionKind::Prose;
}
// SHORT-LINE PROSE (#536 short-verse two-column bodies): the
// `mean_chars > 20` guard above deliberately rejected short-verse
// two-column bodies (Bible / lexicon editions — a verse fragment
// per column-line is often < 20 non-whitespace chars) along with
// short-cell tables. The guard was doing two jobs at once. Here we
// re-admit ONLY the short-line case that carries a *strong central
// gutter corridor* a short-cell table cannot fake: a single
// persistent vertical gutter near the region centre, present on a
// high fraction of lines, with balanced left/right char mass and
// ≤ 2 left-edge clusters. A label+data table fails this on
// concentration/coverage (its gaps scatter across cell
// boundaries), centre (the dominant gap sits off-centre),
// char-balance (the label column is tiny), or left-edge clusters
// (≥ 3 columns). The long-line accept path above is byte-unchanged.
if mean_chars <= 20.0
&& self.short_line_central_corridor_prose(all_spans, indices, x_min, region_width)
{
return RegionKind::Prose;
}
// TABLE: lots of narrow lines, short content per line (mean_chars
// < 8). The google_doc_document.pdf population table —
// the canonical regression that reverted attempts 1 & 2 — sits
// squarely here (digit-only cells, ≤ 7 chars each).
if mean_chars < 8.0 {
return RegionKind::Table;
}
// Anything in between (e.g. captions with headings, mixed
// figure-and-text bands) → don't risk the tight cut.
RegionKind::Mixed
}
/// Short-line two-column-prose admission (#536, v0.3.58 Part 1a).
///
/// Called from `classify_region_kind` ONLY for the short-line case
/// (`mean_chars <= 20`) that the long-line prose guard rejects. A
/// short-verse two-column body (verse-per-line bibles/lexicons) has
/// short lines yet a strong, table-independent central gutter; a
/// short-cell numeric table has short lines and NO such corridor.
///
/// Returns `true` only when ALL of the following hold — each one a
/// length-independent discriminator a short-cell label+data table
/// cannot satisfy:
/// - a single persistent vertical gutter exists: per-line largest
/// within-line gap clusters at one X (10 pt radius) covering
/// **≥ 70 %** of gap-bearing lines (concentration) and present on
/// **≥ 60 %** of all lines (coverage) — a table's dominant gap
/// scatters across cell boundaries and appears on a minority of
/// rows;
/// - that gutter sits near the region centre: offset ∈
/// **[0.30, 0.70]·region_width** — a label+data table's dominant
/// gap sits off-centre;
/// - **left/right char balance:** non-whitespace char mass on each
/// side of the gutter is **≥ 35 %** of the total — a label column
/// is lopsided (one side is tiny numeric labels);
/// - **≤ 2 left-edge clusters** left of the gutter (30 pt radius) —
/// a real two-column body starts each column at one X; an
/// N-column table has ≥ 3 left-edge clusters (the fix-534
/// `left_edge_clusters >= 3 → Mixed` rule).
fn short_line_central_corridor_prose(
&self,
all_spans: &[TextSpan],
indices: &[usize],
x_min: f32,
region_width: f32,
) -> bool {
if region_width <= 0.0 {
return false;
}
// Re-cluster spans into lines, keeping PER-SPAN (left, right, chars)
// so we can find the within-line gutter gap and split char mass.
let mut lines: std::collections::BTreeMap<i32, Vec<(f32, f32, usize)>> =
std::collections::BTreeMap::new();
for &i in indices {
let s = &all_spans[i];
let y_key = s.bbox.top().round() as i32;
let nonws = s.text.chars().filter(|c| !c.is_whitespace()).count();
lines
.entry(y_key)
.or_default()
.push((s.bbox.left(), s.bbox.right(), nonws));
}
let total_lines = lines.len();
if total_lines == 0 {
return false;
}
// Per-line: largest within-line gap and its midpoint X. A gap of
// ≥ 6 pt suppresses ordinary 2–5 pt word spacing.
const MIN_GAP_PT: f32 = 6.0;
let mut gap_positions: Vec<f32> = Vec::new();
for line_spans in lines.values() {
if line_spans.len() < 2 {
continue;
}
let mut sorted = line_spans.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
let mut largest_gap = 0.0_f32;
let mut largest_mid = 0.0_f32;
for w in sorted.windows(2) {
let gap = w[1].0 - w[0].1;
if gap > largest_gap {
largest_gap = gap;
largest_mid = (w[0].1 + w[1].0) * 0.5;
}
}
if largest_gap >= MIN_GAP_PT {
gap_positions.push(largest_mid);
}
}
if gap_positions.is_empty() {
return false;
}
// Cluster gap positions (10 pt radius) → dominant corridor.
const CLUSTER_RADIUS_PT: f32 = 10.0;
let mut sorted_gaps = gap_positions.clone();
sorted_gaps.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
let mut best_size = 0usize;
let mut best_center = 0.0_f32;
for &pivot in &sorted_gaps {
let lo = pivot - CLUSTER_RADIUS_PT;
let hi = pivot + CLUSTER_RADIUS_PT;
let mut count = 0usize;
let mut sum = 0.0_f32;
for &g in &sorted_gaps {
if g >= lo && g <= hi {
count += 1;
sum += g;
}
}
if count > best_size {
best_size = count;
best_center = sum / count as f32;
}
}
if best_size == 0 {
return false;
}
// Concentration ≥ 70 % of gap-bearing lines at one X.
if best_size * 10 < gap_positions.len() * 7 {
return false;
}
// Coverage ≥ 60 % of ALL lines carry the corridor.
if best_size * 10 < total_lines * 6 {
return false;
}
// Centre: gutter offset ∈ [0.30, 0.70]·region_width.
let gutter_offset = best_center - x_min;
if gutter_offset < region_width * 0.30 || gutter_offset > region_width * 0.70 {
return false;
}
// Left/right non-whitespace char balance about the corridor:
// each side ≥ 35 % of total. A label-column table is lopsided.
let mut left_chars = 0usize;
let mut right_chars = 0usize;
for line_spans in lines.values() {
for &(l, r, chars) in line_spans {
let mid = (l + r) * 0.5;
if mid < best_center {
left_chars += chars;
} else {
right_chars += chars;
}
}
}
let total_chars = left_chars + right_chars;
if total_chars == 0 {
return false;
}
if (left_chars as f32) < total_chars as f32 * 0.35
|| (right_chars as f32) < total_chars as f32 * 0.35
{
return false;
}
// ≤ 2 left-edge clusters left of the corridor (30 pt radius). A
// real two-column body starts its left column at one X (one
// cluster, maybe two counting a paragraph indent); an N-column
// table left of the corridor has several cell-start X's → ≥ 3
// clusters. Cluster EVERY span left-edge that lies left of the
// corridor (not just each line's minimum) so multi-column cell
// starts are not collapsed into one cluster.
const LEFT_CLUSTER_RADIUS_PT: f32 = 30.0;
let mut clusters: Vec<(f32, usize)> = Vec::new();
for line_spans in lines.values() {
for &(l, _, _) in line_spans {
if l >= best_center {
continue;
}
if let Some(c) = clusters
.iter_mut()
.find(|(c, _)| (*c - l).abs() <= LEFT_CLUSTER_RADIUS_PT)
{
let count = c.1 as f32;
c.0 = (c.0 * count + l) / (count + 1.0);
c.1 += 1;
} else {
clusters.push((l, 1));
}
}
}
// Drop singleton/noise clusters (< 2 lines) before counting, so a
// lone outlier left-edge doesn't inflate the count.
let dominant_left_clusters = clusters.iter().filter(|(_, n)| *n >= 2).count();
if dominant_left_clusters >= 3 {
return false;
}
true
}
/// Two-column-prose probe (#534) — does this region look like two
/// side-by-side columns of prose with a tight gutter (~10-15pt)?
///
/// Called from `is_single_column_region` when the wide+dense
/// heuristic would otherwise short-circuit the region as
/// single-column. Distinguishing signal: most lines fit inside
/// **one** half of the region width (column-half lines), and the
/// left edges cluster into exactly **two** groups separated by
/// approximately half the region width.
///
/// Gated on `classify_region_kind == Prose` so the same machinery
/// doesn't fire on a 2-column sub-region of a table (the v0.3.53
/// failure mode).
///
/// Returns `Some(gutter_x)` when a 2-column prose layout is
/// detected — the caller treats that as a non-single-column verdict
/// and lets `find_horizontal_split_indexed` cut at the gutter.
fn detect_two_column_prose(
&self,
all_spans: &[TextSpan],
indices: &[usize],
region_kind: RegionKind,
) -> Option<f32> {
// Cheap shape check first.
if indices.len() < 8 {
return None;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
for &i in indices {
x_min = x_min.min(all_spans[i].bbox.left());
x_max = x_max.max(all_spans[i].bbox.right());
}
let region_width = x_max - x_min;
if region_width < 200.0 {
// Real two-column bodies span at least ~200pt (the
// narrowest two-column layout in the corpus is ~250pt for a
// letter-page body inside ~250pt margins).
return None;
}
// Cluster spans into lines by rounded Y. Keep PER-SPAN
// (left, right) data so we can detect within-line gaps —
// the canonical multi-column interleave on issue_07 puts
// a left-col span (left=82) and a right-col span (left=312)
// on the same Y baseline. The whole-line bbox.right -
// bbox.left = 358 pt looks "wide" (358 > 0.6 × 500 = 300)
// even though each side is a narrow column half.
let mut lines_spans: std::collections::BTreeMap<i32, Vec<(f32, f32)>> =
std::collections::BTreeMap::new();
for &i in indices {
let s = &all_spans[i];
let y_key = s.bbox.top().round() as i32;
lines_spans
.entry(y_key)
.or_default()
.push((s.bbox.left(), s.bbox.right()));
}
if lines_spans.len() < 6 {
return None;
}
// For each line, find the largest gap between adjacent spans.
// A line is treated as multiple "half-lines" if a gap ≥ 10 pt
// splits it; each side of the gap contributes its leftmost-x
// to `narrow_lefts`. This is the lesson: the row-by-
// row interleave shape on issue_07 spans the gutter as bbox
// but has a clear gap within each line.
let narrow_threshold = region_width * 0.6;
let intra_line_gap_threshold = 10.0_f32;
let mut narrow_lefts: Vec<f32> = Vec::new();
// Count "narrow" lines for the majority check — a line with
// a within-line gap contributes 1 to this count regardless of
// how many half-lines it produces, so the majority threshold
// stays comparable to single-column reasoning.
let mut narrow_line_count = 0usize;
for line_spans in lines_spans.values() {
let mut sorted = line_spans.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
// Detect largest within-line gap.
let mut largest_gap = 0.0_f32;
let mut split_idx: Option<usize> = None;
for (i, w) in sorted.windows(2).enumerate() {
let gap = w[1].0 - w[0].1;
if gap > largest_gap {
largest_gap = gap;
split_idx = Some(i);
}
}
let line_left = sorted.first().map(|(l, _)| *l).unwrap_or(0.0);
let line_right = sorted.last().map(|(_, r)| *r).unwrap_or(0.0);
let line_extent = (line_right - line_left).max(0.0);
if let Some(si) = split_idx {
if largest_gap >= intra_line_gap_threshold {
// Within-line gap detected — treat each side as
// its own narrow half-line.
narrow_lefts.push(line_left);
// The right-side starts at sorted[si + 1].0
if let Some(&(right_side_left, _)) = sorted.get(si + 1) {
narrow_lefts.push(right_side_left);
}
narrow_line_count += 1;
continue;
}
}
if line_extent < narrow_threshold {
narrow_lefts.push(line_left);
narrow_line_count += 1;
}
}
// Majority of lines must be narrow — otherwise this isn't a
// 2-column body, it's a single-column body with a few short
// last-lines.
if narrow_line_count * 2 < lines_spans.len() {
return None;
}
// Cluster the narrow left-edges. Two clusters separated by
// approximately half the region width = 2-column prose.
let cluster_radius = 30.0_f32;
let mut clusters: Vec<(f32, usize)> = Vec::new();
for &x in &narrow_lefts {
if let Some(c) = clusters
.iter_mut()
.find(|(c, _)| (*c - x).abs() <= cluster_radius)
{
// Running mean
let count = c.1 as f32;
c.0 = (c.0 * count + x) / (count + 1.0);
c.1 += 1;
} else {
clusters.push((x, 1));
}
}
// Want exactly 2 substantial clusters separated by ~half-width.
// ≥ 3 clusters = either a table or a band-mixed region — bail.
if clusters.len() != 2 {
return None;
}
// Sort by x.
clusters.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
let (c1_x, c1_n) = clusters[0];
let (c2_x, c2_n) = clusters[1];
// Each cluster needs substantial coverage — ≥ 3 lines, or 20 %
// of the line count, whichever is larger. Reject lopsided
// shapes (header + body-paragraph).
let min_cluster = 3usize.max(narrow_lefts.len() / 5);
if c1_n < min_cluster || c2_n < min_cluster {
return None;
}
// Gap between cluster centres ≥ 30 % of region width (the
// gutter + right-column left-margin). For a tight gutter of
// ~12pt with two ~250pt columns the gap is ~250pt out of 512pt
// → ~49 %, well above the floor.
let gap = c2_x - c1_x;
if gap < region_width * 0.30 {
return None;
}
// Positive identification of prose — required by the
// classifier to avoid the google_doc 2-col table
// sub-region false positive.
if region_kind != RegionKind::Prose {
return None;
}
// Gutter midpoint as the cut. The cluster centres are the left
// edges of the two columns; the gutter sits between the right
// edge of column 1 and the left edge of column 2. We don't
// track right edges per cluster, so approximate the gutter
// centre as halfway between the two cluster centres — that's
// close enough; the actual partition uses `bbox.left()` per
// span so individual spans land cleanly on either side.
let gutter_x = (c1_x + c2_x) * 0.5;
Some(gutter_x)
}
/// Second-pass 2-column-prose detector for the narrow-gutter case
/// that `detect_two_column_prose` (the line-start-cluster detector)
/// misses.
///
/// Two-column papers that emit body text at character-cluster
/// granularity (each glyph its own span) confuse the line-start
/// detector: titles, captions, and equation labels contribute
/// outlier singleton clusters in addition to the two body
/// columns, so the `clusters.len() != 2` gate rejects. Their
/// gutters are also often narrower than `min_valley_width` so
/// the primary projection-valley path in
/// `find_horizontal_split_indexed` rejects as well.
///
/// Distinguishing signal that works regardless of outlier rows:
/// the **largest within-line gap** on each body line lives at
/// roughly the same X coordinate (the gutter) across a strong
/// majority of lines. Cluster those gap positions; if one cluster
/// covers ≥ 60 % of the body lines AND the region classifies as
/// `Prose`, the page is two-column prose and the cluster centre
/// is the gutter X.
///
/// Returns the gutter X coordinate (an actual gap position, not
/// a midpoint estimate) when the pattern is detected.
///
/// The Prose-classifier gate keeps tables out: table rows have
/// their largest gap at variable X across rows (different cell
/// widths), so the gap-position cluster never dominates.
fn detect_narrow_gutter_prose(
&self,
all_spans: &[TextSpan],
indices: &[usize],
region_kind: RegionKind,
) -> Option<f32> {
if indices.len() < 24 {
return None;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
for &i in indices {
x_min = x_min.min(all_spans[i].bbox.left());
x_max = x_max.max(all_spans[i].bbox.right());
}
let region_width = x_max - x_min;
if region_width < 200.0 {
return None;
}
// Cluster spans into lines by rounded Y.
let mut lines: std::collections::BTreeMap<i32, Vec<(f32, f32)>> =
std::collections::BTreeMap::new();
for &i in indices {
let s = &all_spans[i];
let y_key = s.bbox.top().round() as i32;
lines
.entry(y_key)
.or_default()
.push((s.bbox.left(), s.bbox.right()));
}
if lines.len() < 12 {
return None;
}
// For each line, find the largest within-line gap (≥ 6 pt
// suppresses ordinary word-spacing of 2–5 pt). Record the gap's
// midpoint X.
const MIN_GAP_PT: f32 = 6.0;
let mut gap_positions: Vec<f32> = Vec::new();
for line_spans in lines.values() {
if line_spans.len() < 2 {
continue;
}
let mut sorted = line_spans.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
let mut largest_gap = 0.0_f32;
let mut largest_mid = 0.0_f32;
for w in sorted.windows(2) {
let gap = w[1].0 - w[0].1;
if gap > largest_gap {
largest_gap = gap;
largest_mid = (w[0].1 + w[1].0) * 0.5;
}
}
if largest_gap >= MIN_GAP_PT {
gap_positions.push(largest_mid);
}
}
// Need at least 12 gap-bearing lines to cluster — fewer is
// statistical noise.
if gap_positions.len() < 12 {
return None;
}
// Cluster the gap positions with a 10 pt radius (tight; the
// gutter is at one specific X with minor line-to-line drift).
// Sliding-window two-pointer scan over the sorted positions —
// both `left` and `right` only advance forward, so total
// work is O(n) instead of the previous O(n²) pivot scan
// (thesis-style PDFs with hundreds of gap-bearing rows pay
// visibly in that nested loop).
const CLUSTER_RADIUS_PT: f32 = 10.0;
let mut sorted_gaps = gap_positions.clone();
sorted_gaps.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
// Prefix sums let us read window-sum in O(1) given (left, right).
let mut prefix: Vec<f32> = Vec::with_capacity(sorted_gaps.len() + 1);
prefix.push(0.0);
for &x in &sorted_gaps {
prefix.push(prefix.last().unwrap() + x);
}
let mut best_size = 0usize;
let mut best_center = 0.0_f32;
let mut left = 0usize;
let mut right = 0usize;
for &pivot in &sorted_gaps {
while left < sorted_gaps.len() && sorted_gaps[left] < pivot - CLUSTER_RADIUS_PT {
left += 1;
}
while right < sorted_gaps.len() && sorted_gaps[right] <= pivot + CLUSTER_RADIUS_PT {
right += 1;
}
let count = right - left;
let sum = prefix[right] - prefix[left];
if count > best_size {
best_size = count;
best_center = sum / count as f32;
}
}
// Concentration: ≥ 70 % of gap-bearing lines cluster at the
// same X. Distinguishes 2-col prose (one gutter) from
// tables (gaps at several cell boundaries, lower
// concentration).
if best_size * 10 < gap_positions.len() * 7 {
return None;
}
if best_size < 12 {
return None;
}
if best_size * 5 < lines.len() {
return None;
}
// Sanity: the gutter must lie comfortably inside the region.
let gutter_offset = best_center - x_min;
if gutter_offset < region_width * 0.2 || gutter_offset > region_width * 0.8 {
return None;
}
// Prose gate — same safety as `detect_two_column_prose`.
// Tables with narrow cell gaps fail the classifier
// (`mean_chars < 8` → `Table`), preventing the gap-cluster
// signal from misfiring on tabular content. Short-verse
// two-column bodies (#536) now also pass this gate: although
// their `mean_chars <= 20`, `classify_region_kind`'s short-line
// central-corridor admission arm returns `Prose` for them, so a
// routed short-verse body is cut here rather than re-collapsed.
//
if region_kind != RegionKind::Prose {
return None;
}
Some(best_center)
}
/// Heuristic: does the region look like a single column of body text?
///
/// Called **before** horizontal split attempts. When true, the region
/// is returned as a single sorted group, bypassing both horizontal
/// (column) and vertical (row) splits. This prevents XY-Cut from
/// fragmenting body text at density dips caused by indentation or
/// short last-lines.
///
/// Detection: cluster spans into lines by rounded top-Y, then count
/// lines that are both **wide** (extent ≥ 60% region width) and
/// **dense** (covered ratio ≥ 80%). Body-text lines satisfy both.
/// Aligned multi-column rows look "wide" because their extent spans
/// the gutter, but fail the density check because the gutter is empty.
fn is_single_column_region(&self, all_spans: &[TextSpan], indices: &[usize]) -> bool {
if indices.len() < 3 {
return false;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
for &i in indices {
x_min = x_min.min(all_spans[i].bbox.left());
x_max = x_max.max(all_spans[i].bbox.right());
}
let region_width = x_max - x_min;
if region_width <= 10.0 {
return true;
}
// Store both bbox.right and core_right for each span. bbox.right
// can be over-estimated by extractors (trailing whitespace,
// stretched advance widths) which makes multi-column lines look
// like one wide continuous run; core_right (char_count × em) is
// a conservative fallback used ONLY when adjacent bbox edges
// overlap (a signal of bbox inflation).
//
let mut lines: std::collections::BTreeMap<i32, Vec<(f32, f32, f32)>> =
std::collections::BTreeMap::new();
for &i in indices {
let s = &all_spans[i];
let y_key = s.bbox.top().round() as i32;
let char_count = s.text.chars().filter(|c| !c.is_whitespace()).count().max(1) as f32;
let approx_char_width = (s.font_size * 0.45).max(2.5);
let core_right = s.bbox.left() + char_count * approx_char_width;
lines
.entry(y_key)
.or_default()
.push((s.bbox.left(), s.bbox.right(), core_right));
}
if lines.len() < 3 {
return false;
}
// A real column gutter recurs at roughly the SAME X position
// across multiple lines. Sparse title-page layouts (Title /
// Subtitle / Byline) also have wide inter-word gaps, but their
// gap positions are scattered — not a gutter. Collect all gap
// positions (mid-gap X), then check whether a consistent cluster
// of gap positions appears on ≥30% of lines.
//
// Gap uses bbox.right, but if adjacent bboxes OVERLAP (classic
// signature of extractor-inflated bbox widths), re-check with
// conservative core_right estimates so column detection is not
// defeated by trailing whitespace inflation.
let max_gap = self.min_valley_width;
let mut gap_positions: Vec<f32> = Vec::new();
for line_spans in lines.values() {
let mut sorted = line_spans.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
for w in sorted.windows(2) {
let bbox_gap = w[1].0 - w[0].1;
let (effective_gap, gap_end_left) = if bbox_gap < 0.0 {
(w[1].0 - w[0].2, w[0].2)
} else {
(bbox_gap, w[0].1)
};
if effective_gap >= max_gap {
gap_positions.push((gap_end_left + w[1].0) * 0.5);
}
}
}
// Centered-block guard: a CENTERED title/subtitle/
// byline block (each line horizontally centered, varying widths)
// produces accidental gap clusters that look like a column
// gutter — but it is NOT columnar, and treating it as columns
// scrambles reading order ("Quarterly Inventory Review" centered
// title read as 3 columns → "Quarterly" / "Spring" / ... ).
//
// The distinguishing signal: a REAL multi-column layout has the
// left column starting at a consistent left edge across rows
// (low variance of per-line leftmost x). Centered text has its
// leftmost x scattered (each line centered with a different
// width). Compute the spread of per-line leftmost edges; if it
// is large relative to the region width, the block is centered,
// not columnar, so do NOT treat the gap cluster as a gutter.
// Centered iff the per-line leftmost edges do NOT share a common
// left margin. A left-aligned layout (single column OR real
// multi-column) has most rows starting at the same x (the left
// margin), so the largest cluster of leftmost edges covers a
// majority of lines. Centered text has each line's leftmost edge
// scattered (different per line), so no cluster dominates.
//
// Using a cluster fraction (not raw spread) is robust to rows
// that only contain right-column content — those push the spread
// up but do not change the fact that the left margin still
// dominates the remaining rows. (Raw spread mis-classified the
// two-column test where the last row held only a right cell.)
let looks_centered = {
let mins: Vec<f32> = lines
.values()
.map(|ls| ls.iter().map(|(l, _, _)| *l).fold(f32::MAX, f32::min))
.collect();
if mins.len() < 2 {
false
} else {
let tol = 10.0_f32;
// Largest count of leftmost-edges within ±tol of any single edge.
// Sort once + binary-search the window instead of the O(k^2)
// all-pairs scan; the max count is a multiset property so this is
// identical to the pairwise version.
let largest = {
let mut sorted = mins.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
sorted
.iter()
.map(|&a| {
let lo = sorted.partition_point(|&x| x < a - tol);
let hi = sorted.partition_point(|&x| x <= a + tol);
hi - lo
})
.max()
.unwrap_or(0)
};
// Centered when no left-margin cluster covers a majority.
(largest as f32) < (mins.len() as f32) * 0.5
}
};
// A SMALL centered block (title / subtitle / byline — few lines,
// scattered leftmost edges) is treated as a single column so its
// lines stay in top-to-bottom order and a centered multi-word
// title is not split into per-word "columns". Gated
// to <= 6 lines so it only catches title-page-style blocks: a
// real multi-column body has many lines and is never classified
// centered here (its left column starts at a consistent margin,
// giving a small leftmost-spread anyway).
if looks_centered && lines.len() <= 6 {
return true;
}
// Cluster gap positions: count, for each observed gap, how many
// other gaps fall within ±20pt. If any cluster contains gaps
// from ≥30% of lines, it's a genuine column gutter.
if !gap_positions.is_empty() && !looks_centered {
let cluster_radius = 20.0_f32;
// Require ≥3 gap positions (or 20% of lines, whichever is
// larger) clustered within ±20pt. 20% accommodates pages
// where header/footer/title rows dilute the body-line count
// but a real multi-column body still dominates.
let min_cluster = (3usize).max(lines.len() / 5);
// Sort once + binary-search each gap's ±radius window instead of the
// O(k^2) all-pairs scan. Returns false iff some gap's window holds
// >= min_cluster gaps — identical to the pairwise version.
let mut sorted_gaps = gap_positions.clone();
sorted_gaps.sort_by(|a, b| crate::utils::safe_float_cmp(*a, *b));
for &pos in &sorted_gaps {
let lo = sorted_gaps.partition_point(|&p| p < pos - cluster_radius);
let hi = sorted_gaps.partition_point(|&p| p <= pos + cluster_radius);
if hi - lo >= min_cluster {
return false;
}
}
}
// With no column gutter found on any line, check that the majority
// of lines are wide AND densely covered. This catches clean body
// text where every line covers most of the region width.
let width_threshold = region_width * 0.6;
let mut wide_dense_lines = 0usize;
for line_spans in lines.values() {
let mut sorted = line_spans.clone();
sorted.sort_by(|a, b| crate::utils::safe_float_cmp(a.0, b.0));
let extent_left = sorted.first().unwrap().0;
let extent_right = sorted.iter().map(|(_, r, _)| *r).fold(f32::MIN, f32::max);
let extent = extent_right - extent_left;
if extent < width_threshold {
continue;
}
// Use core_right (char-count estimate) rather than bbox.right
// for coverage. bbox.right is inflated by tab characters and
// trailing whitespace — tab-expanded table rows would otherwise
// score 100% coverage and be misidentified as dense body text.
let mut covered = 0.0f32;
let mut last_end = f32::MIN;
for &(l, _, cr) in &sorted {
let effective_right = cr.min(extent_right);
let start = l.max(last_end);
if effective_right > start {
covered += effective_right - start;
last_end = effective_right;
}
}
if covered >= extent * 0.8 {
wide_dense_lines += 1;
}
}
wide_dense_lines * 2 >= lines.len()
}
/// Find vertical line (X-axis) split using index-based partitioning.
///
/// Rejects lopsided splits where one side contains fewer than ~10% of
/// the region's spans — those come from single-column pages where
/// indentation or stray content creates a spurious density dip at
/// one edge of the projection, not from a real column boundary.
fn find_horizontal_split_indexed(
&self,
all_spans: &[TextSpan],
indices: &[usize],
) -> Option<(Vec<usize>, Vec<usize>)> {
let profile = self.horizontal_projection_indexed(all_spans, indices)?;
// The corridor the cut is taken through: the profile's valley where
// one was found, or a band the width of the valley floor around a
// trough between two peaks.
let (split_x, corridor) = if let Some((vs, ve, vw)) = self.find_valley(&profile) {
if vw < self.min_valley_width {
return None;
}
let (lo, hi) = (profile.x_min + vs as f32, profile.x_min + ve as f32);
((lo + hi) / 2.0, (lo, hi))
} else {
let x = self.find_split_between_peaks(&profile)?;
let half = self.min_valley_width / 2.0;
(x, (x - half, x + half))
};
// Reject splits where either resulting sub-column would be
// narrower than ~60 pt (about 6 body-text characters at
// 10 pt). Without this check, XY-cut recursion sub-splits
// a single body column into sliver sub-blocks at internal
// whitespace valleys (paragraph indentation, justified-line
// trailing gaps, isolated short words), turning what should
// be a clean column-major emit of a multi-column page into
// a band-chunked stream. PDF spec §9.4.4 mentions "natural
// reading order" but does not mandate a
// minimum column width; this is a descriptive heuristic —
// a real body column holds at least ~6 characters.
const MIN_RESULT_WIDTH_PT: f32 = 60.0;
let mut left_x_min = f32::MAX;
let mut left_x_max = f32::MIN;
let mut right_x_min = f32::MAX;
let mut right_x_max = f32::MIN;
for &i in indices {
let l = all_spans[i].bbox.left();
let r = all_spans[i].bbox.right();
if l < split_x {
left_x_min = left_x_min.min(l);
left_x_max = left_x_max.max(r);
} else {
right_x_min = right_x_min.min(l);
right_x_max = right_x_max.max(r);
}
}
let left_w = left_x_max - left_x_min;
let right_w = right_x_max - right_x_min;
if left_w < MIN_RESULT_WIDTH_PT || right_w < MIN_RESULT_WIDTH_PT {
return None;
}
// A span the projection never counted leaves no ink in the density
// array, so a "valley" can be an artefact of the exclusion rather
// than a real corridor. `horizontal_projection_indexed` drops every
// span wider than 55% of the region so that a banner headline does
// not hide the columns beneath it. That is right — but only when the
// banner is peeled off first. Cutting straight through a run that
// physically crosses the corridor splits one printed line between two
// groups and emits its halves far apart.
//
// ISO 32000-1:2008 §9.4.4 computes the glyph displacement along the
// writing axis and sets the other axis's component to 0, so a
// horizontal run occupies one unbroken interval in X. If that
// interval covers the candidate corridor on both sides, the corridor
// is not empty and there is no column boundary here. Refuse the cut;
// the recursion falls back to a row split, which is what peels a
// banner off the columns underneath it.
//
// The measurement uses the same core-width estimate as the
// projection (character count x ~0.45 em, clamped to `bbox.right()`)
// rather than the raw bbox, because extractor bboxes overreach to the
// right on trailing whitespace and stretched advances. `STRADDLE_TOL`
// keeps a one-glyph overhang from counting as a crossing.
const STRADDLE_TOL: f32 = 10.0;
let region_width = (left_x_max.max(right_x_max) - left_x_min.min(right_x_min)).max(1.0);
let crosses: Vec<bool> = indices
.iter()
.map(|&i| {
let s = &all_spans[i];
let (l, r) = (s.bbox.left(), s.bbox.right());
// Only spans the projection skipped can hide ink from it.
if r - l <= region_width * 0.55 {
return false;
}
let chars = s.text.chars().filter(|c| !c.is_whitespace()).count().max(1) as f32;
let core_right = (l + chars * (s.font_size * 0.45).max(2.5)).min(r);
l < split_x - STRADDLE_TOL && core_right > split_x + STRADDLE_TOL
})
.collect();
let crossing_count = crosses.iter().filter(|c| **c).count();
// A crossing run alone is not enough to refuse the cut. A banner
// headline sitting *above* two real columns crosses every candidate
// corridor between them, and refusing there costs the column split on
// ordinary two-column prose — which then reads row-major and glues a
// hyphenated word to the facing column's continuation.
//
// Exactly one benign shape exists: a single banner over two columns
// that run together down the page. Both halves of that matter.
//
// A corridor crossed again and again is not a corridor. A contents
// page whose every subchapter title spans the measure crossed one
// candidate 22 times; two columns of prose under one heading crossed
// theirs once.
//
// And a real column runs most of the region's height, so two of them
// are near-coextensive: the prose page's halves spanned 18..635 and
// 20..635 of a 617 pt region. The bands this guard exists for do not —
// a newspaper masthead's side holds a nameplate and a dateline over
// 28% of the region, and a contents page's page-number column is a
// short band nested inside the full-measure titles beside it.
//
// A single banner is measured as furniture, not as a member of the
// column its left edge happens to land in. It is bucketed by that
// edge like everything else, so its own height counted as that
// column's and stretched the region both sides are scored against —
// backwards for the one shape this allowance exists for. A banner
// printed 35 pt above two 112 pt columns of equal height put the left
// side at 152 pt of a 159 pt region and the right at 112, and the two
// columns scored 70 % against each other when they are the same
// height. The columns are what has to be near-coextensive.
//
// Only for a single crossing. Where a corridor is crossed again and
// again the crossing runs ARE the page's content — a contents page's
// full-measure titles are its column — so those keep their height.
// A side that is nothing but the banner is not a column either.
let banner_is_furniture = crossing_count == 1;
let mut left_lo = f32::MAX;
let mut left_hi = f32::MIN;
let mut right_lo = f32::MAX;
let mut right_hi = f32::MIN;
let (mut left_n, mut right_n) = (0usize, 0usize);
// The vertical extent of what each side holds BESIDES the crossing
// runs, for the test below.
let mut rows_left = (f32::MAX, f32::MIN);
let mut rows_right = (f32::MAX, f32::MIN);
for (&i, &crossing) in indices.iter().zip(crosses.iter()) {
let b = &all_spans[i].bbox;
let (lo, hi) = (b.y, b.y + b.height.abs());
if !crossing {
let side = if b.left() < split_x {
&mut rows_left
} else {
&mut rows_right
};
side.0 = side.0.min(lo);
side.1 = side.1.max(hi);
}
if banner_is_furniture && crossing {
continue;
}
if b.left() < split_x {
left_lo = left_lo.min(lo);
left_hi = left_hi.max(hi);
left_n += 1;
} else {
right_lo = right_lo.min(lo);
right_hi = right_hi.max(hi);
right_n += 1;
}
}
// A corridor is a gutter only where the rows on either side of it
// leave it empty. The profile's valley is where the density falls
// under a fraction of the peak, and that is right for finding a
// gutter beside a dense column — a stray stub or a folio in the
// gutter must not hide it. But where one side of a region is much
// denser than the other, a band holding a row or two of ordinary
// words scores as a valley too, and the valley reaches into the
// ragged line ends of the column beside it.
//
// Measured on the page that exposed it: a paragraph set one run per
// word (the justifier's word gaps exceed the merge threshold) beneath
// a letter-spaced listing and above the page's footnotes. The listing
// and footnote rows made the left mass dense, and everything right of
// x≈165 fell under the threshold: the valley ran 165..236, seventy
// points wide, with `is`, `no` and `file` inside it on the
// paragraph's own rows. Its centre landed in the word gap after `no`,
// the full lines around it crossed the corridor, the two halves
// measured 0.79 of the region — a column by the bar below — and the
// cut was taken: `pro-` was emitted three lines from `ceeds`, and
// `proceeds` left the page.
//
// What tells that corridor from a gutter is the rows. On every row
// the corridor divides — a row with runs on both sides of it — the
// corridor held letters: the paragraph's short words on its rows,
// the listing's spaced glyphs on the rest. On the page's real gutter,
// measured the same way, two of forty such rows hold letters in the
// valley (a line end the valley's fringe reaches, a listing fragment)
// and the rest hold nothing. A title set one run per word across the
// head of a two-column paper puts words in its gutter on one row;
// the thirty rows of column beneath it put nothing there. So the cut
// is refused when the rows the corridor divides hold letters in it
// on at least half of them, and on at least two. Digits alone do not
// count: a folio or a verse number centred between two columns is
// furniture in the gutter, not text across it.
//
// ISO 32000-1:2008 §9.4.4 (docs/spec/pdf.md:17396): a horizontal
// run occupies one unbroken interval on the writing axis, so a run
// of letters whose interval lies inside the corridor is proof there
// is text there and no column boundary on that row.
//
// A row is divided by the corridor only when both its sides carry
// letters, and the letters inside the corridor count only when they
// continue the row's own text — a word space or less after the run
// to their left. A chart beside a paragraph shares its rows and puts
// an axis title in the corridor, but that title sits three or four
// ems from the paragraph's line end; a column of tick numerals is
// not the other half of a paragraph's lines at all. The paragraph
// that exposed this has `no` five points after `is` and `file` ten
// points after `no`: the corridor runs through the middle of a line.
let band = |y: f32| (y / crate::utils::ROW_BAND_TOLERANCE_PT).round() as i32;
// Per row: (left, ink right, has letters, font size), non-crossing.
let mut rows: std::collections::BTreeMap<i32, Vec<(f32, f32, bool, f32)>> =
std::collections::BTreeMap::new();
for (&i, &crossing) in indices.iter().zip(crosses.iter()) {
if crossing {
continue;
}
let s = &all_spans[i];
let letters = s.text.chars().any(|c| c.is_alphabetic());
let chars = s.text.chars().filter(|c| !c.is_whitespace()).count().max(1) as f32;
let ink_right =
(s.bbox.left() + chars * (s.font_size * 0.45).max(2.5)).min(s.bbox.right());
rows.entry(band(s.bbox.y)).or_default().push((
s.bbox.left(),
ink_right,
letters,
s.font_size,
));
}
let (mut divided, mut divided_with_text) = (0usize, 0usize);
for runs in rows.values() {
let letters_left = runs.iter().any(|r| r.2 && r.0 < split_x);
let letters_right = runs.iter().any(|r| r.2 && r.0 >= split_x);
if !(letters_left && letters_right) {
continue;
}
divided += 1;
let continues_the_row = runs.iter().any(|r| {
if !r.2 || r.0 < corridor.0 || r.1 > corridor.1 {
return false;
}
let word_space = 1.5 * r.3;
runs.iter()
.any(|l| l.1 <= r.0 + 0.5 && r.0 - l.1 <= word_space && l.0 < r.0)
});
if continues_the_row {
divided_with_text += 1;
}
}
const ROWS_THAT_FILL_A_CORRIDOR: usize = 2;
let corridor_holds_text =
divided_with_text >= ROWS_THAT_FILL_A_CORRIDOR && divided_with_text * 2 >= divided;
if corridor_holds_text {
return None;
}
let region_height = (left_hi.max(right_hi) - left_lo.min(right_lo)).max(1.0);
let shorter_side = (left_hi - left_lo).min(right_hi - right_lo);
// A band that stops far short of the region is not a column. What
// counts as "far short" cannot be a fifth, though: columns of running
// text are only near-coextensive when nothing interrupts them. On a
// news page a photograph, an advertisement or the end of the story
// stops one column well above the other, and the two sides are then
// genuinely uneven — one measured pair ran 749.6 pt against 597.6 pt
// of a 755.6 pt region, a 0.79 ratio, while a second page's columns
// sat at the same 0.79. Both are ordinary three-column news pages
// whose columns this guard refused, taking no cut at all and leaving
// the columns to be read across the page.
//
// The shapes the guard exists to refuse are far shorter than that: a
// masthead's side, holding only a nameplate and a dateline, covers
// 28% of the region, and a contents page's page-number column is a
// short band nested inside the full-measure titles beside it.
//
// Nothing observed falls between those and a real column, and the
// observed columns spread wider than any near-coextensive reading
// admits — 0.746 and 0.480 on a two-column typescript, 0.79 on two
// news pages. So the line is what separates a column from a band
// rather than what separates a column from its neighbour: a column
// covers at least half the region it is a column of; a run of
// furniture beside one does not.
//
// Excluding the crossing runs from the two sides' extents was tried
// instead, on the theory that several banners over real columns are
// still furniture. It moves the run counts and not the extents — the
// crossing runs are not what reaches furthest on either side — and
// left every affected page exactly where it was.
const COLUMN_HEIGHT_FRACTION: f32 = 0.5;
let sides_are_columns =
left_n > 0 && right_n > 0 && shorter_side >= region_height * COLUMN_HEIGHT_FRACTION;
if crossing_count > 0 && !sides_are_columns {
return None;
}
// Partition by span LEFT EDGE (where the glyphs actually start),
// not bbox.right() and not center. Extractor bboxes overreach to
// the right (trailing whitespace / stretched advance widths), and
// for wide single-column body spans the center can also drift
// past the split. Left edge is anchored to the true glyph start
// and reliably places each span into its actual column.
let (left, right): (Vec<usize>, Vec<usize>) = indices
.iter()
.partition(|&&i| all_spans[i].bbox.left() < split_x);
if left.is_empty() || right.is_empty() {
return None;
}
// Real column splits produce balanced partitions. A 95/5 split is
// almost always from edge dips or stray content, not a column.
let min_side = (indices.len() / 10).max(2);
if left.len() < min_side || right.len() < min_side {
return None;
}
// Table-row guard (#7 / PMC8025747). A genuine column gutter is a
// vertical CORRIDOR: the left column's glyphs END before the gutter
// and the right column's glyphs BEGIN after it, so the two sides are
// X-disjoint. A data-table row, by contrast, starts at the left
// margin but its cells run the FULL width of the region; partitioning
// such rows by left edge throws the wide rows into `left` while the
// right-hand cells (their own spans) land in `right`. Taking the cut
// anyway slices the table's rows into shattered left/right cell groups
// — the canonical PMC8025747 p2 failure (a prose column stacked above
// a full-width data table), and the google_doc population-table hazard
// the post-mortem at lines 73–101 records.
//
// Table-row SIGNATURE: SEVERAL left-side rows each span the ENTIRE
// right column — their glyph content reaches past the right column's
// far edge (`right_x_max`). A data table has MANY full-width rows (the
// header and every data row run the whole region width), so when rows
// are bucketed into `left` by their left edge, multiple of them blanket
// the whole right column. By contrast:
// * a genuine left prose / reference column ENDS before the gutter,
// so its lines stop well short of `right_x_max` (never counted);
// * a single wide mis-split OCR line (alice) yields at most one or
// two straddling spans — never the recurring full-width pattern;
// * the single-column google_doc population table short-circuits at
// `is_single_column_region` and never reaches here.
// Requiring ≥ 3 such rows is what isolates the real table from those
// cases, so the guard is SUBTRACTIVE: it only ever REJECTS a column
// cut that would shred a table (the recursion then falls back to a row
// cut and reads the table row-major), never adds or reorders anything.
//
// `core_right` (left edge + char count × ~0.5 em, capped at
// `bbox.right`) is used instead of `bbox.right` alone so
// trailing-whitespace / advance-width bbox inflation on a real left
// column's last word is not mistaken for a glyph crossing the gutter.
// `overlap_tol` (~ one body em) lets a single straddling glyph slip
// past.
let mut right_x_max = f32::MIN;
let mut max_font = 0.0f32;
for &i in &right {
right_x_max = right_x_max.max(all_spans[i].bbox.right());
max_font = max_font.max(all_spans[i].bbox.height.abs());
}
let overlap_tol = max_font.max(10.0);
// A row that blankets the right column is only evidence of a TABLE if
// the right column has something on that row. A table row does — its
// right-hand cells are their own spans at the same y. A full-measure
// BAND does not: a title, heading, abstract or caption spanning the
// measure is alone on its row, and the spans bucketed into `right` sit
// above or below it.
//
// Without this the guard mistakes ordinary two-column furniture for a
// table. A journal page's title, authors, abstract, running head and
// captions all blanket the right column, three of them are enough to
// refuse the cut, and the body then reads as one leaf spanning the
// page — every physical row emitted as one line, splicing the columns
// into each other.
//
// A row's other cells need not land in `right` to exist. Where the
// split falls to the RIGHT of a row's first cell boundary — a contents
// page's section numbers, a schedule's label column — the row's own
// stub is bucketed into `left` beside the full-measure run it labels,
// and the run is the rest of the row. Reading only `right` for company
// makes the guard blind to exactly the rows it exists to protect: a
// contents page's `10.3.1` rail was cut away from its titles and the
// titles re-emitted a column-run later with no numbers on them.
//
// So a blanketing run is furniture only when it is ALONE on its row:
// nothing in `right` shares its band, AND nothing on that band is
// printed to its left. A title, abstract or caption spanning the
// measure satisfies both — it is the first and only thing on its row.
// A labelled row satisfies neither.
let band_of =
|i: usize| (all_spans[i].bbox.y / crate::utils::ROW_BAND_TOLERANCE_PT).round() as i32;
let shares_a_row_with_right = |i: usize| -> bool {
let a = band_of(i);
right.iter().any(|&j| band_of(j) == a)
};
let is_labelled_from_the_left = |i: usize| -> bool {
let a = band_of(i);
let x = all_spans[i].bbox.left();
left.iter()
.any(|&j| j != i && band_of(j) == a && all_spans[j].bbox.left() < x)
};
let full_width_left_rows = left
.iter()
.filter(|&&i| {
if !shares_a_row_with_right(i) && !is_labelled_from_the_left(i) {
return false;
}
let s = &all_spans[i];
// Count EVERY character, not just the non-whitespace ones. An
// inter-word space consumes an advance exactly as a glyph does,
// so excluding spaces under-measures justified prose by about a
// ninth of its width — enough that a full-measure body line
// reaching the right margin scored short of it and was not
// counted. Clamping to `bbox.right()` keeps the estimate from
// over-reaching instead: the result is never wider than the ink
// actually is, which is what the trailing-whitespace concern
// above is really about.
let chars = s.text.chars().count().max(1) as f32;
let approx_char_width = (s.font_size * 0.45).max(2.5);
let core_right = (s.bbox.left() + chars * approx_char_width).min(s.bbox.right());
core_right >= right_x_max - overlap_tol
})
.count();
// The count has to be read against the side it came from, not on its
// own: three rows out of a hundred is a heading, a footnote and a
// caption over two columns of prose, and vetoing there costs those
// columns their cut and leaves them read across the page.
//
// The threshold is bounded on both sides by measurement, and the window
// is narrow:
//
// 3 of 100 left rows (0.03) — a two-column page carrying a heading,
// a footnote and a caption. Must NOT veto.
// 6 of 49 left rows (0.122) — a contents page whose shallower entries
// run from title through dot leader to page number, reaching across
// the channel the deeper entries' indentation opens. Must veto, or
// the page reads as a rail of bare section numbers followed by
// titles with no numbers on them.
//
// A tenth sits between them. Nothing observed falls in the gap.
//
// The count still has to clear 3 in absolute terms, so a short region
// whose two or three lines happen to be wide cannot veto on a fraction
// alone.
const TABLE_ROW_SHARE: f32 = 0.10;
let table_shaped = full_width_left_rows as f32 >= left.len() as f32 * TABLE_ROW_SHARE;
if full_width_left_rows >= 3 && table_shaped {
// Several left rows, and a real share of them, each blanket the
// right column ⇒ this is a table-row slice, not a column gutter.
// Don't take the column cut; the recursion falls back to a row
// (horizontal) split and reads the table row-major.
return None;
}
Some((left, right))
}
/// Fallback column split: find the deepest trough between the two
/// strongest density peaks. Used when the standard valley detection
/// fails because narrow table-cell spans partially fill the gutter.
///
/// Returns the split X coordinate (absolute, not relative to x_min) if
/// a genuine trough exists — i.e., the minimum between the peaks is ≤
/// 50% of the weaker peak density.
fn find_split_between_peaks(&self, profile: &ProjectionProfile) -> Option<f32> {
let density = &profile.density;
let n = density.len();
if n < 3 {
return None;
}
// Smooth with a small box filter (window = min_valley_width) to
// average out individual narrow peaks before finding mass centres.
let smooth_window = (self.min_valley_width as usize).max(3);
let half = smooth_window / 2;
// Smooth into a reused thread-local buffer instead of a fresh `Vec` per
// failed-valley node. Window-mean is unchanged. (Confirmed not a source
// of the p.692 non-determinism: the buffer is cleared+refilled to exactly
// `n` each call and never read out of range.)
thread_local! {
static SMOOTH_SCRATCH: std::cell::RefCell<Vec<f32>> =
const { std::cell::RefCell::new(Vec::new()) };
}
SMOOTH_SCRATCH.with(|cell| {
let mut smoothed = cell.borrow_mut();
smoothed.clear();
smoothed.extend((0..n).map(|i| {
let s = i.saturating_sub(half);
let e = (i + half + 1).min(n);
let sum: f32 = density[s..e].iter().sum();
sum / (e - s) as f32
}));
// Find the strongest peak in each half. Use `safe_float_cmp` for
// NaN-safe total ordering — matches the comparator used elsewhere
// in the reading-order code so `density` sentinel values can't
// reach a `partial_cmp` that maps them to `Equal`.
let mid = n / 2;
let left_peak =
(0..mid).max_by(|&a, &b| crate::utils::safe_float_cmp(smoothed[a], smoothed[b]))?;
let right_peak =
(mid..n).max_by(|&a, &b| crate::utils::safe_float_cmp(smoothed[a], smoothed[b]))?;
if smoothed[left_peak] == 0.0 || smoothed[right_peak] == 0.0 {
return None;
}
// Find the minimum density in the interior between the two peaks.
let search_start = left_peak.min(right_peak) + 1;
let search_end = left_peak.max(right_peak);
if search_start >= search_end {
return None;
}
let trough_pos = (search_start..search_end)
.min_by(|&a, &b| crate::utils::safe_float_cmp(smoothed[a], smoothed[b]))?;
// Only use if trough is a genuine valley: ≤ 50% of the weaker peak.
let weaker_peak = smoothed[left_peak].min(smoothed[right_peak]);
if smoothed[trough_pos] > weaker_peak * 0.5 {
return None;
}
// Trough must be at least min_valley_width from both edges.
if trough_pos < self.min_valley_width as usize
|| trough_pos + self.min_valley_width as usize > n
{
return None;
}
Some(profile.x_min + trough_pos as f32)
})
}
/// Find horizontal line (Y-axis) split using index-based partitioning.
///
/// Returns `(above, below)` where `above` holds spans whose rectangle
/// edge is at larger Y (higher on page in PDF coordinates) and must be
/// processed first in reading order. PDF Spec ISO 32000-1:2008 §8.3.2.3
/// defines the default user-space coordinate system with origin at the
/// lower-left corner and Y increasing upward.
fn find_vertical_split_indexed(
&self,
all_spans: &[TextSpan],
indices: &[usize],
) -> Option<(Vec<usize>, Vec<usize>)> {
let profile = self.vertical_projection_indexed(all_spans, indices)?;
let (valley_start, valley_end, valley_width) = self.find_valley(&profile)?;
if valley_width < self.min_valley_width {
return None;
}
let split_y = profile.y_min + (valley_start + valley_end) as f32 / 2.0;
// `Rect::top()` returns `self.y`, the SMALLER Y coordinate of the
// normalized rectangle — the method name follows a screen-coordinate
// convention (Y grows downward) but PDF user space has Y growing
// upward, so in PDF terms `bbox.top()` is actually the LOWER edge of
// the glyph's bounding box. The predicate `bbox.top() >= split_y`
// therefore classifies a span into `above` only when its *lowest*
// point is already above the split line, i.e. the entire span sits
// above the cut. Since `split_y` is the midpoint of a horizontal
// projection valley (an empty band by construction), spans should
// not straddle it in practice; any that do (e.g. a tall header
// glyph whose ascenders dip into the valley) fall into `below`.
let (above, below): (Vec<usize>, Vec<usize>) = indices
.iter()
.partition(|&&i| all_spans[i].bbox.top() >= split_y);
if above.is_empty() || below.is_empty() {
return None;
}
// Row (vertical) splits legitimately produce singleton top
// partitions for lone headers/titles, so we accept down to 1
// span per side. The column (horizontal) split is stricter since
// single-span columns are almost always spurious.
let min_side = (indices.len() / 10).max(1);
if above.len() < min_side || below.len() < min_side {
return None;
}
Some((above, below))
}
/// Calculate horizontal projection profile from indexed spans.
fn horizontal_projection_indexed(
&self,
all_spans: &[TextSpan],
indices: &[usize],
) -> Option<ProjectionProfile> {
if indices.is_empty() {
return None;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
let mut y_min = f32::MAX;
let mut y_max = f32::MIN;
for &i in indices {
let span = &all_spans[i];
x_min = x_min.min(span.bbox.left());
x_max = x_max.max(span.bbox.right());
y_min = y_min.min(span.bbox.top());
y_max = y_max.max(span.bbox.bottom());
}
let width = (x_max - x_min).ceil() as usize;
if width > MAX_PROJECTION_SIZE {
log::warn!(
"XY-cut: horizontal projection width {} exceeds MAX_PROJECTION_SIZE {}, skipping region (degenerate CTM?)",
width,
MAX_PROJECTION_SIZE
);
return None;
}
let mut density = vec![0.0; width];
// Text extractors frequently over-estimate span bbox widths
// (trailing whitespace, stretched advance widths). That makes a
// full-width projection falsely fill the inter-column gutter on
// multi-column pages. We project each span's TEXT CORE footprint
// anchored to its LEFT edge (where glyphs actually start), with
// length proportional to character count. The left edge is
// reliable; the right edge is not.
//
// Additionally, spans whose core width exceeds 55% of the region
// width are full-width elements (section headers, figure captions,
// table titles) that span both columns. Including them fills the
// inter-column gutter in the density array and prevents valley
// detection. They are excluded from the projection; the column
// split boundary will still assign them correctly by left edge.
let region_width = (x_max - x_min).max(1.0);
for &i in indices {
let span = &all_spans[i];
let height = span.bbox.bottom() - span.bbox.top();
let char_count = span
.text
.chars()
.filter(|c| !c.is_whitespace())
.count()
.max(1);
// 0.45em per char is a reasonable average across common PDF
// fonts (Helvetica/Times/Arial at body size) and narrower
// than the 0.5em advance used for monospace.
let approx_char_width = (span.font_size * 0.45).max(2.5);
let core_width = char_count as f32 * approx_char_width;
let span_width = span.bbox.right() - span.bbox.left();
// Skip full-width elements (captions, headers, table rows) whose
// bbox spans more than 55% of the region — they fill the gutter.
if span_width > region_width * 0.55 {
continue;
}
// Skip isolated single-character/digit spans (table cell values
// like 'G', 'T', '1', 'A') that scatter across the full X range
// and fill the column gutter in the density profile. Body text
// spans always contain multiple characters.
if char_count < 2 {
continue;
}
let core_left = span.bbox.left();
let core_right = (core_left + core_width).min(span.bbox.right());
let x_start = (core_left - x_min).max(0.0).ceil() as usize;
let x_end = (core_right - x_min).ceil() as usize;
for j in x_start..x_end.min(width) {
density[j] += height;
}
}
Some(ProjectionProfile {
density,
x_min,
y_min,
})
}
/// Calculate vertical projection profile from indexed spans.
fn vertical_projection_indexed(
&self,
all_spans: &[TextSpan],
indices: &[usize],
) -> Option<ProjectionProfile> {
if indices.is_empty() {
return None;
}
let mut x_min = f32::MAX;
let mut x_max = f32::MIN;
let mut y_min = f32::MAX;
let mut y_max = f32::MIN;
for &i in indices {
let span = &all_spans[i];
x_min = x_min.min(span.bbox.left());
x_max = x_max.max(span.bbox.right());
y_min = y_min.min(span.bbox.top());
y_max = y_max.max(span.bbox.bottom());
}
let height = (y_max - y_min).ceil() as usize;
if height > MAX_PROJECTION_SIZE {
log::warn!(
"XY-cut: vertical projection height {} exceeds MAX_PROJECTION_SIZE {}, skipping region (degenerate CTM?)",
height,
MAX_PROJECTION_SIZE
);
return None;
}
let mut density = vec![0.0; height];
for &i in indices {
let span = &all_spans[i];
let y_start = (span.bbox.top() - y_min).max(0.0).ceil() as usize;
let y_end = (span.bbox.bottom() - y_min).ceil() as usize;
let w = span.bbox.right() - span.bbox.left();
for j in y_start..y_end.min(height) {
density[j] += w;
}
}
Some(ProjectionProfile {
density,
x_min,
y_min,
})
}
/// Find the widest valley (white space gap) in projection profile.
///
/// Only considers INTERIOR valleys — gaps sandwiched between two
/// non-empty regions. Leading/trailing empty bands (margin space
/// outside the actual content extent) are ignored; they represent
/// page margins, not column gutters, and picking them would produce
/// meaningless splits.
fn find_valley(&self, profile: &ProjectionProfile) -> Option<(usize, usize, f32)> {
if profile.density.is_empty() {
return None;
}
// Find peak density
let peak = profile.density.iter().copied().fold(0.0, f32::max);
if peak == 0.0 {
return None;
}
// Find the content extent (first and last non-empty positions).
// Valleys outside this extent are leading/trailing margins.
let first_nonzero = profile.density.iter().position(|&d| d > 0.0)?;
let last_nonzero = profile.density.iter().rposition(|&d| d > 0.0)?;
// Find valleys (regions below threshold)
let threshold = peak * self.valley_threshold;
let mut valleys = Vec::new();
let mut in_valley = false;
let mut valley_start = 0;
for (i, &density) in profile.density.iter().enumerate() {
if density < threshold {
if !in_valley {
valley_start = i;
in_valley = true;
}
} else if in_valley {
valleys.push((valley_start, i));
in_valley = false;
}
}
if in_valley {
valleys.push((valley_start, profile.density.len()));
}
// Merge adjacent interior valley segments separated by a narrow
// bridge (≤ half the minimum valley width). A callout box or small
// figure positioned in the column gutter creates a density bump
// that splits what should be a single valley into two fragments.
// Bridging re-joins them so the gap is still recognised as a
// column boundary.
let bridge_limit = (self.min_valley_width / 2.0).ceil() as usize;
let interior: Vec<(usize, usize)> = valleys
.into_iter()
.filter(|&(start, end)| start > first_nonzero && end <= last_nonzero + 1)
.collect();
let mut merged: Vec<(usize, usize)> = Vec::with_capacity(interior.len());
for seg in interior {
if let Some(last) = merged.last_mut() {
if seg.0 <= last.1 + bridge_limit {
last.1 = last.1.max(seg.1);
continue;
}
}
merged.push(seg);
}
merged
.into_iter()
.map(|(start, end)| (start, end, (end - start) as f32))
.max_by(|a, b| crate::utils::safe_float_cmp(a.2, b.2))
}
/// Test-only wrapper for horizontal projection on a contiguous slice.
#[cfg(test)]
fn horizontal_projection(&self, spans: &[TextSpan]) -> Option<ProjectionProfile> {
let indices: Vec<usize> = (0..spans.len()).collect();
self.horizontal_projection_indexed(spans, &indices)
}
/// Test-only wrapper for vertical projection on a contiguous slice.
#[cfg(test)]
fn vertical_projection(&self, spans: &[TextSpan]) -> Option<ProjectionProfile> {
let indices: Vec<usize> = (0..spans.len()).collect();
self.vertical_projection_indexed(spans, &indices)
}
/// Sort spans in reading order (top-to-bottom, left-to-right).
#[cfg(test)]
fn sort_spans<'a>(&self, spans: &'a [TextSpan]) -> Vec<&'a TextSpan> {
let mut sorted: Vec<_> = spans.iter().collect();
sorted.sort_by(|a, b| {
// Sort by Y (top) first, descending (top of page first)
let y_cmp = crate::utils::safe_float_cmp(b.bbox.top(), a.bbox.top());
if y_cmp != std::cmp::Ordering::Equal {
return y_cmp;
}
// Same Y level, sort by X (left) ascending
crate::utils::safe_float_cmp(a.bbox.left(), b.bbox.left())
});
sorted
}
/// Sort indices in reading order (top-to-bottom, left-to-right).
///
/// The row key is the baseline, banded, rather than `bbox.top()` compared
/// for exact equality. Two things were wrong with the old key. Exact
/// equality is not a row test at all — any sub-point difference put two
/// glyphs of one line into different "rows", so the `x` tiebreak never
/// ran and the order degenerated to a pure descending sort; on an OCR text
/// layer, whose per-word baselines jitter by a couple of points, that
/// emitted whole lines backwards. And `top()` is the wrong edge: it moves
/// with the font size, so on a line mixing a 2 pt punctuation span with an
/// 8 pt word the tops differ by more than the line spacing while the
/// baselines agree to a fraction of a point. ISO 32000-1:2008 §9.4.4 puts
/// the glyph displacement along the writing axis, which makes the baseline
/// — not the ascender — what identifies a line.
///
/// `row_aware_span_cmp` is the same comparator the single-column geometric
/// path already uses, and its `i32` band key keeps the ordering a valid
/// total order.
fn sort_indices(&self, all_spans: &[TextSpan], indices: &[usize]) -> Vec<usize> {
let row_baseline = crate::utils::snap_baselines_to_rows(all_spans, indices);
// Sort positions within `indices`, because `row_baseline` is parallel
// to `indices` rather than to `all_spans`.
let mut order: Vec<usize> = (0..indices.len()).collect();
order.sort_by(|&a, &b| {
// Band and x from the row key; the last word goes to the baseline
// the page draws. Two spans sharing a row key compare equal on any
// tiebreak taken from that key, which would leave their order to
// the sequence they arrived in.
crate::utils::row_band_then_x_axis(
all_spans[indices[a]].rotation_degrees,
row_baseline[a],
all_spans[indices[a]].bbox.left(),
all_spans[indices[b]].rotation_degrees,
row_baseline[b],
all_spans[indices[b]].bbox.left(),
)
.then_with(|| {
crate::utils::safe_float_cmp(
all_spans[indices[b]].bbox.y,
all_spans[indices[a]].bbox.y,
)
})
});
order.into_iter().map(|k| indices[k]).collect()
}
}
/// Internal projection profile representation.
struct ProjectionProfile {
/// Density values (height or width accumulated per bin)
density: Vec<f32>,
/// Origin coordinates
x_min: f32,
y_min: f32,
}
impl ReadingOrderStrategy for XYCutStrategy {
fn apply(
&self,
spans: Vec<TextSpan>,
_context: &ReadingOrderContext,
) -> Result<Vec<OrderedTextSpan>> {
// (#543): detect multi-line heading runs and route the
// partition through synthetic-span space so the splitter treats
// each wrapped heading as a single atomic block. When no
// headings are found we use the original index-only path that
// avoids span clones during recursion.
let heading_runs = self.find_heading_runs(&spans);
let index_groups: Vec<Vec<usize>> = if heading_runs.is_empty() {
let indices: Vec<usize> = (0..spans.len()).collect();
self.partition_indexed(&spans, &indices)
} else {
let (synthetic, synthetic_origin) =
self.synthesize_for_partition(&spans, &heading_runs);
let synth_indices: Vec<usize> = (0..synthetic.len()).collect();
let synth_groups = self.partition_indexed(&synthetic, &synth_indices);
// Project synthetic-space groups back to ORIGINAL-span
// indices (so the move-out below works on the input Vec).
synth_groups
.into_iter()
.map(|group| {
let mut out = Vec::with_capacity(group.len());
for synth_idx in group {
out.extend(synthetic_origin[synth_idx].iter().copied());
}
out
})
.collect()
};
// Build result — moves spans out by index (no extra clone)
let mut ordered = Vec::with_capacity(spans.len());
// Convert spans to indexable storage for O(1) moves
let mut span_slots: Vec<Option<TextSpan>> = spans.into_iter().map(Some).collect();
let mut order_index = 0usize;
for (group_idx, group) in index_groups.iter().enumerate() {
for &i in group {
if let Some(span) = span_slots[i].take() {
ordered.push(
OrderedTextSpan::with_info(span, order_index, ReadingOrderInfo::xycut())
.with_group(group_idx),
);
order_index += 1;
}
}
}
Ok(ordered)
}
fn name(&self) -> &'static str {
"XYCutStrategy"
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::geometry::Rect;
fn make_span(x: f32, y: f32, width: f32, height: f32) -> TextSpan {
make_span_text(x, y, width, height, "test", 12.0)
}
/// Like make_span but with realistic body-text density (~72 non-whitespace chars
/// at 12pt, matching a full Letter-width column). Used when is_single_column_region
/// must correctly identify a wide single-column page as not multi-column.
fn make_body_span(x: f32, y: f32, width: f32, height: f32) -> TextSpan {
// 72 non-whitespace characters at 12pt → core_width = 72 × 5.4 = 388.8pt
// which is 83% of a 468pt column — enough to pass the 80% dense check.
let text = "abcdefghijklmnopqrstuvwxyz".repeat(3); // 78 non-whitespace chars
make_span_text(x, y, width, height, &text, 12.0)
}
fn make_span_text(
x: f32,
y: f32,
width: f32,
height: f32,
text: &str,
font_size: f32,
) -> TextSpan {
use crate::layout::{Color, FontWeight};
TextSpan {
provenance: None,
text_rise: 0.0,
artifact_type: None,
text: text.to_string(),
bbox: Rect::new(x, y, width, height),
font_size,
font_name: "Arial".to_string(),
font_weight: FontWeight::Normal,
is_italic: false,
is_monospace: false,
color: Color {
r: 0.0,
g: 0.0,
b: 0.0,
},
mcid: None,
mcid_scope: None,
sequence: 0,
split_boundary_before: false,
offset_semantic: false,
char_spacing: 0.0,
word_spacing: 0.0,
horizontal_scaling: 100.0,
primary_detected: false,
char_widths: vec![],
char_x_offsets: Vec::new(),
heading_level: None,
rotation_degrees: 0.0,
wmode: 0,
rtl_draw_logical: false,
mirrored: false,
page_rotation_applied: 0,
}
}
#[test]
fn test_single_column_no_split() {
let strategy = XYCutStrategy::new();
let spans = vec![
make_span(10.0, 100.0, 50.0, 10.0), // Line 1
make_span(10.0, 85.0, 50.0, 10.0), // Line 2
make_span(10.0, 70.0, 50.0, 10.0), // Line 3
];
let groups = strategy.partition_region(&spans);
assert_eq!(groups.len(), 1); // No split for single column
assert_eq!(groups[0].len(), 3);
}
/// Realistic A4/Letter single-column page: 60 lines of body text,
/// 14pt leading, one paragraph gap (30pt) mid-page. Only one body
/// column exists, so XY-Cut must return exactly one group and
/// preserve top-to-bottom reading order. A density-dip split at the
/// paragraph gap would fragment the page and non-monotonically
/// interleave paragraph contents.
#[test]
fn test_single_column_body_text_no_fragmentation() {
let strategy = XYCutStrategy::new();
// Simulate 60 lines of body text at x=72..540 (letter page, 1" margins).
// Each line is a single span; line height 12pt, leading 14pt.
let mut spans = Vec::new();
let line_height = 12.0;
let leading = 14.0;
let left = 72.0;
let right = 540.0;
let width = right - left;
let mut y = 720.0; // start near top of letter page
for i in 0..60 {
// Insert a paragraph gap in the middle (30pt, larger than min_valley_width=15pt)
if i == 30 {
y -= 30.0;
}
// Use realistic body text density (78 non-whitespace chars at 12pt) so
// is_single_column_region correctly classifies the region as single-column.
spans.push(make_body_span(left, y, width, line_height));
y -= leading;
}
let groups = strategy.partition_region(&spans);
assert_eq!(
groups.len(),
1,
"single-column body text must not be split by XY-Cut (got {} groups)",
groups.len()
);
assert_eq!(groups[0].len(), 60, "all 60 spans must be preserved");
// Verify the group preserves monotonic top-to-bottom reading order
// (each subsequent span's Y should be <= previous Y).
let mut last_y = f32::MAX;
for s in &groups[0] {
assert!(
s.bbox.top() <= last_y + 0.01,
"reading order must be top-to-bottom: {} > {}",
s.bbox.top(),
last_y
);
last_y = s.bbox.top();
}
}
/// After a vertical (row) split, the partition at higher Y (top of
/// page in PDF coords) must be processed first in reading order so
/// that header content appears before body content.
#[test]
fn test_vertical_split_preserves_top_to_bottom_order() {
use crate::pipeline::reading_order::{ReadingOrderContext, ReadingOrderStrategy};
let mut strategy = XYCutStrategy::new();
strategy.min_spans_for_split = 2;
// Header line at high Y (top of page in PDF coords).
// Body block at lower Y values. Gap between them > min_valley_width.
let make = |text: &str, x: f32, y: f32, w: f32| {
let mut s = make_span(x, y, w, 12.0);
s.text = text.to_string();
s
};
// Two columns at y ∈ {200, 180, 160} (body), header at y=400.
// Horizontal split will find the column gutter first; within each
// column the header must still come out first in reading order.
let spans = vec![
make("HEADER LEFT", 50.0, 400.0, 200.0),
make("HEADER RIGHT", 300.0, 400.0, 200.0),
make("body-L1", 50.0, 200.0, 150.0),
make("body-R1", 300.0, 200.0, 150.0),
make("body-L2", 50.0, 180.0, 150.0),
make("body-R2", 300.0, 180.0, 150.0),
];
let context = ReadingOrderContext::new();
let ordered = strategy.apply(spans, &context).unwrap();
let texts: Vec<&str> = ordered.iter().map(|o| o.span.text.as_str()).collect();
// First output must be from y=400 (header), not y=180 (body bottom).
assert!(texts[0].contains("HEADER"), "expected HEADER first, got sequence {:?}", texts);
}
/// Build the span set that exposes the full-measure-line guard.
///
/// The region runs x 72..523.28 (451.28 pt wide). `include_body` adds
/// eleven justified body lines that span the whole measure; the short
/// fragments are present either way and are what create the density
/// valley, since the projection discards anything wider than 55% of the
/// region — which on a single-column page is every real body line.
fn full_measure_page(include_body: bool) -> Vec<TextSpan> {
const LEFT: f32 = 72.0;
const RIGHT: f32 = 523.28;
const FS: f32 = 10.9;
let mut spans = Vec::new();
if include_body {
// "word " × 18 + "end" = 93 characters, 18 of them spaces.
// At 0.45 em the full count reaches the right margin
// (72 + 93 × 4.905 = 528 pt, capped at the bbox) while the
// non-whitespace count alone reaches only 440 pt — short of the
// 512.38 pt bar. That difference is the whole defect.
let prose = format!("{}end", "word ".repeat(18));
let mut y = 600.0;
for _ in 0..11 {
spans.push(make_span_text(LEFT, y, RIGHT - LEFT, FS, &prose, FS));
y -= 14.0;
}
}
// Two clusters of short fragments with a 108 pt channel between them
// at x 222..330. This is the relative density dip the valley test
// accepts; it is not an empty corridor on the real page either.
let mut y = 440.0;
for _ in 0..6 {
spans.push(make_span_text(LEFT, y, 150.0, FS, "left frag", FS));
spans.push(make_span_text(330.0, y, RIGHT - 330.0, FS, "right frag", FS));
y -= 14.0;
}
spans
}
/// A column gutter is a corridor the lines do not cross. When full-measure
/// body lines carry ink across the candidate cut, there is no gutter there
/// whatever the projection says, and the cut must be refused.
///
/// The guard for this already existed but estimated a span's ink width from
/// its *non-whitespace* character count. Inter-word spaces consume an
/// advance too, so justified prose measured about a ninth short and lines
/// that genuinely reached the right margin went uncounted.
#[test]
fn test_cut_crossed_by_full_measure_lines_is_refused() {
let strategy = XYCutStrategy::new();
let spans = full_measure_page(true);
let indices: Vec<usize> = (0..spans.len()).collect();
assert!(
strategy
.find_horizontal_split_indexed(&spans, &indices)
.is_none(),
"eleven body lines span the whole measure, so no column cut is legal"
);
}
/// Counter-case, and the reason the test above is not vacuous: with the
/// full-measure lines removed the fragment geometry is unchanged, the same
/// valley is found, and the cut IS taken. So the assertion above turns on
/// the guard rather than on the valley never being detected at all.
#[test]
fn test_same_fragment_geometry_alone_is_still_cut() {
let strategy = XYCutStrategy::new();
let spans = full_measure_page(false);
let indices: Vec<usize> = (0..spans.len()).collect();
let split = strategy.find_horizontal_split_indexed(&spans, &indices);
assert!(
split.is_some(),
"without the body lines this geometry is a genuine two-column split"
);
let (left, right) = split.unwrap();
assert_eq!(left.len(), 6, "six fragments belong to the left column");
assert_eq!(right.len(), 6, "six fragments belong to the right column");
}
/// Single-column page with a tall header band ("Title" or "Chapter
/// heading") at the top. XY-Cut may validly split the header from
/// the body (vertical Y-split) but must not further split the body
/// into per-paragraph chunks.
#[test]
fn test_single_column_with_header_at_most_two_groups() {
let strategy = XYCutStrategy::new();
let mut spans = Vec::new();
// Tall header band
spans.push(make_span(72.0, 750.0, 468.0, 24.0));
// 40 lines of body text below, separated by a ~50pt gap
let mut y = 670.0;
for _ in 0..40 {
spans.push(make_span(72.0, y, 468.0, 12.0));
y -= 14.0;
}
let groups = strategy.partition_region(&spans);
assert!(
groups.len() <= 2,
"single-column with header should produce at most 2 groups, got {}",
groups.len()
);
let total: usize = groups.iter().map(|g| g.len()).sum();
assert_eq!(total, 41);
}
#[test]
fn test_two_column_split() {
let mut strategy = XYCutStrategy::new();
strategy.min_spans_for_split = 2; // Lower threshold for testing
let spans = vec![
// Left column (x: 10-60)
make_span(10.0, 100.0, 50.0, 10.0),
make_span(10.0, 85.0, 50.0, 10.0),
// Right column (x: 100-150) - wide gap of 40 points
make_span(100.0, 100.0, 50.0, 10.0),
make_span(100.0, 85.0, 50.0, 10.0),
];
let groups = strategy.partition_region(&spans);
// With wide gap and lower threshold, should split into 2 columns or keep as 1 group
assert!(!groups.is_empty(), "Expected at least 1 group");
// Verify all spans are preserved
let total_spans: usize = groups.iter().map(|g| g.len()).sum();
assert_eq!(total_spans, 4, "Expected all 4 spans to be preserved");
}
#[test]
fn test_three_column_layout() {
let strategy = XYCutStrategy::new();
// Realistic column widths (≥ 60 pt per column, ≥ 6 body chars at
// 10 pt — find_horizontal_split rejects narrower splits since
// body columns are never sliver-wide).
let spans = vec![
// Column 1 (x: 10-110, 100pt wide)
make_span(10.0, 100.0, 100.0, 10.0),
make_span(10.0, 85.0, 100.0, 10.0),
// Column 2 (x: 180-280, 100pt wide; 70pt gutter)
make_span(180.0, 100.0, 100.0, 10.0),
make_span(180.0, 85.0, 100.0, 10.0),
// Column 3 (x: 350-450, 100pt wide; 70pt gutter)
make_span(350.0, 100.0, 100.0, 10.0),
make_span(350.0, 85.0, 100.0, 10.0),
];
let groups = strategy.partition_region(&spans);
// Should recursively split into at least 2 groups
assert!(groups.len() >= 2, "Expected at least 2 groups, got {}", groups.len());
}
#[test]
fn test_small_region_no_split() {
let strategy = XYCutStrategy::new();
let spans = vec![make_span(10.0, 100.0, 50.0, 10.0)];
let groups = strategy.partition_region(&spans);
assert_eq!(groups.len(), 1); // Single span region
assert_eq!(groups[0].len(), 1);
}
#[test]
fn test_sort_order() {
let strategy = XYCutStrategy::new();
let spans = vec![
make_span(100.0, 70.0, 50.0, 10.0), // Lower right
make_span(10.0, 100.0, 50.0, 10.0), // Upper left
make_span(100.0, 100.0, 50.0, 10.0), // Upper right
make_span(10.0, 70.0, 50.0, 10.0), // Lower left
];
let sorted = strategy.sort_spans(&spans);
// Expect: upper left, upper right, lower left, lower right
assert_eq!(sorted[0].bbox.top(), 100.0); // Upper
assert_eq!(sorted[0].bbox.left(), 10.0); // Left
assert_eq!(sorted[1].bbox.top(), 100.0); // Upper
assert_eq!(sorted[1].bbox.left(), 100.0); // Right
}
#[test]
fn test_horizontal_projection() {
let strategy = XYCutStrategy::new();
let spans = vec![
make_span(10.0, 100.0, 30.0, 10.0), // x: 10-40
make_span(100.0, 100.0, 30.0, 10.0), // x: 100-130
];
if let Some(profile) = strategy.horizontal_projection(&spans) {
// Should have density peaks around x=25 and x=115
assert!(!profile.density.is_empty());
assert!(profile.density.len() >= 120); // Total width from 10 to 130 = 120
// Gap is between local x=30 and x=90 (relative to x_min=10)
// So in density array indices [30..90]
let gap_start = 30;
let gap_end = 90;
if gap_end <= profile.density.len() {
let gap_region = &profile.density[gap_start..gap_end];
let gap_density: f32 = gap_region.iter().sum();
assert!(gap_density < 1.0); // Gap should be mostly empty
}
}
}
#[test]
fn test_vertical_projection() {
let strategy = XYCutStrategy::new();
let spans = vec![
make_span(10.0, 100.0, 50.0, 20.0), // y: 100-120
make_span(10.0, 50.0, 50.0, 20.0), // y: 50-70
];
if let Some(profile) = strategy.vertical_projection(&spans) {
// Should have density peaks around y=110 and y=60
assert!(!profile.density.is_empty());
// Large gap between 70 and 100
assert!(profile.density.len() > 50);
}
}
#[test]
fn test_narrow_gap_rejected() {
let strategy = XYCutStrategy::new();
let spans = vec![
make_span(10.0, 100.0, 30.0, 10.0), // x: 10-40
make_span(45.0, 100.0, 30.0, 10.0), // x: 45-75, gap: 5 points
];
let groups = strategy.partition_region(&spans);
// Gap is too narrow (< 15 points), should not split
assert_eq!(groups.len(), 1);
}
/// Regression test for Bug 2: degenerate CTM places spans at ~100 trillion PDF points.
/// horizontal_projection_indexed must return None instead of attempting a
/// ~100-trillion-element vec allocation (which triggers handle_alloc_error → abort).
#[test]
fn test_degenerate_ctm_horizontal_projection_returns_none() {
let strategy = XYCutStrategy::new();
// Observed crash coordinate: 99_992_777_785_344 PDF points on a ~3968-point page.
let degenerate_x: f32 = 99_992_777_785_344.0;
let spans = vec![
make_span(10.0, 100.0, 30.0, 10.0),
make_span(degenerate_x, 100.0, 30.0, 10.0),
];
// Must not panic or abort — projection should return None for oversized region.
let result = strategy.horizontal_projection(&spans);
assert!(
result.is_none(),
"expected None for projection spanning ~100 trillion points, got Some"
);
}
/// Vertical projection must also return None for degenerate CTM y-coordinates.
#[test]
fn test_degenerate_ctm_vertical_projection_returns_none() {
let strategy = XYCutStrategy::new();
let degenerate_y: f32 = 99_992_777_785_344.0;
let spans = vec![
make_span(10.0, 100.0, 30.0, 10.0),
make_span(10.0, degenerate_y, 30.0, 10.0),
];
let result = strategy.vertical_projection(&spans);
assert!(
result.is_none(),
"expected None for projection spanning ~100 trillion points, got Some"
);
}
/// Issue #1: a CENTERED title/subtitle/byline block (each line
/// centered, scattered leftmost edges) must NOT be split into
/// per-word "columns". The centered "Quarterly Inventory Review"
/// title (3 large words at the same Y with wide gaps) plus centered
/// subtitle/byline previously aligned accidentally into fake columns,
/// scrambling reading order. The centered-block guard must keep the
/// whole block as ONE group so the title line stays intact.
#[test]
fn test_issue1_centered_title_block_not_split_into_columns() {
let strat = XYCutStrategy::new();
// Centered title (y=612, fs=28), subtitle (y=572), byline (y=532).
// Leftmost edges scattered: 145 / 185 / 210 (centered, not columnar).
let spans = vec![
make_span_text(145.0, 612.0, 115.0, 28.0, "Quarterly", 28.0),
make_span_text(300.0, 612.0, 115.0, 28.0, "Inventory", 28.0),
make_span_text(430.0, 612.0, 92.0, 28.0, "Review", 28.0),
make_span_text(185.0, 572.0, 40.0, 14.0, "Spring", 14.0),
make_span_text(238.0, 572.0, 31.0, 14.0, "2025", 14.0),
make_span_text(300.0, 572.0, 70.0, 14.0, "Distribution", 14.0),
make_span_text(210.0, 532.0, 45.0, 10.0, "Northwind", 10.0),
make_span_text(290.0, 532.0, 34.0, 10.0, "Traders", 10.0),
];
let groups = strat.partition_region(&spans);
assert_eq!(
groups.len(),
1,
"centered title block must stay one group, got {} groups",
groups.len()
);
// The three title words must appear in document order within the group.
let g0: Vec<&str> = groups[0].iter().map(|s| s.text.as_str()).collect();
let qi = g0.iter().position(|t| *t == "Quarterly").unwrap();
let ii = g0.iter().position(|t| *t == "Inventory").unwrap();
let ri = g0.iter().position(|t| *t == "Review").unwrap();
assert!(qi < ii && ii < ri, "title words out of order: {:?}", g0);
}
/// XYCut must assign distinct group_id values to spans in different
/// spatial partitions so that converters can keep each column's content
/// contiguous instead of interleaving by Y-coordinate.
#[test]
fn test_xycut_group_id_two_column_layout() {
use crate::pipeline::reading_order::{ReadingOrderContext, ReadingOrderStrategy};
let mut strategy = XYCutStrategy::new();
strategy.min_spans_for_split = 2; // lower threshold for small test
// Left column (x=50-200) Right column (x=400-550)
// "Description" y=100 "Amount" y=100
// "Widget A" y=120 "$150.00" y=120
// "Widget B" y=140 "Discount" y=140
// "$25.00" y=160
let make = |text: &str, x: f32, y: f32, w: f32| {
let mut s = make_span(x, y, w, 12.0);
s.text = text.to_string();
s
};
let spans = vec![
make("Description", 50.0, 100.0, 150.0),
make("Amount", 400.0, 100.0, 150.0),
make("Widget A", 50.0, 120.0, 150.0),
make("$150.00", 400.0, 120.0, 150.0),
make("Widget B", 50.0, 140.0, 150.0),
make("Discount", 400.0, 140.0, 150.0),
make("$25.00", 400.0, 160.0, 150.0),
];
let context = ReadingOrderContext::new();
let ordered = strategy.apply(spans, &context).unwrap();
// Every span must have a group_id assigned.
assert!(
ordered.iter().all(|s| s.group_id.is_some()),
"all spans should have group_id set by XYCut"
);
// Left-column spans must share one group_id, right-column another.
let left_groups: Vec<usize> = ordered
.iter()
.filter(|s| s.span.bbox.left() < 300.0)
.map(|s| s.group_id.unwrap())
.collect();
let right_groups: Vec<usize> = ordered
.iter()
.filter(|s| s.span.bbox.left() >= 300.0)
.map(|s| s.group_id.unwrap())
.collect();
// Within each column, group_id must be the same.
assert!(
left_groups.windows(2).all(|w| w[0] == w[1]),
"left column spans should share the same group_id: {:?}",
left_groups
);
assert!(
right_groups.windows(2).all(|w| w[0] == w[1]),
"right column spans should share the same group_id: {:?}",
right_groups
);
// The two columns must have different group_ids.
assert_ne!(
left_groups[0], right_groups[0],
"left and right columns should have different group_ids"
);
// Verify reading order keeps each column contiguous: all left-column
// spans should appear before (or after) all right-column spans.
let left_orders: Vec<usize> = ordered
.iter()
.filter(|s| s.span.bbox.left() < 300.0)
.map(|s| s.reading_order)
.collect();
let right_orders: Vec<usize> = ordered
.iter()
.filter(|s| s.span.bbox.left() >= 300.0)
.map(|s| s.reading_order)
.collect();
let left_max = *left_orders.iter().max().unwrap();
let right_min = *right_orders.iter().min().unwrap();
let left_min = *left_orders.iter().min().unwrap();
let right_max = *right_orders.iter().max().unwrap();
// Either all left before all right, or all right before all left.
assert!(
left_max < right_min || right_max < left_min,
"columns must be contiguous in reading order: left={:?} right={:?}",
left_orders,
right_orders
);
}
/// Plain-text rendering must keep group_id-separated columns as
/// contiguous blocks, not interleave them by Y-coordinate.
#[test]
fn test_group_id_plain_text_no_interleave() {
use crate::pipeline::converters::OutputConverter;
use crate::pipeline::converters::PlainTextConverter;
use crate::pipeline::reading_order::{ReadingOrderContext, ReadingOrderStrategy};
use crate::pipeline::TextPipelineConfig;
let mut strategy = XYCutStrategy::new();
strategy.min_spans_for_split = 2;
let make = |text: &str, x: f32, y: f32, w: f32| {
let mut s = make_span(x, y, w, 12.0);
s.text = text.to_string();
s
};
let spans = vec![
make("Description", 50.0, 100.0, 150.0),
make("Amount", 400.0, 100.0, 150.0),
make("Widget A", 50.0, 120.0, 150.0),
make("$150.00", 400.0, 120.0, 150.0),
make("Widget B", 50.0, 140.0, 150.0),
make("Discount", 400.0, 140.0, 150.0),
make("$25.00", 400.0, 160.0, 150.0),
];
let context = ReadingOrderContext::new();
let ordered = strategy.apply(spans, &context).unwrap();
let converter = PlainTextConverter::new();
let config = TextPipelineConfig::default();
let text = converter.convert(&ordered, &config).unwrap();
// With Y-position-based merging, same-Y spans from left and right columns
// are placed on the same line. This produces better label-value pairing:
// "Description Amount" on one line, "Widget A $150.00" on the next.
assert!(text.contains("Description"), "missing Description:\n{text}");
assert!(text.contains("Amount"), "missing Amount:\n{text}");
assert!(text.contains("Widget A"), "missing Widget A:\n{text}");
assert!(text.contains("$150.00"), "missing $150.00:\n{text}");
// Same-Y spans should be on the same line
for line in text.lines() {
if line.contains("Description") {
assert!(
line.contains("Amount"),
"Description and Amount should be on same line:\n{text}"
);
}
}
}
/// Builder for a bold heading span at a given font size. Used by the
/// fix-543 tests to construct the "bold/large-font run spanning ≥ 2
/// lines" shape the pre-partition heading lock must catch.
fn make_bold_span(x: f32, y: f32, width: f32, text: &str, font_size: f32) -> TextSpan {
use crate::layout::FontWeight;
let mut s = make_span_text(x, y, width, font_size, text, font_size);
s.font_weight = FontWeight::Bold;
s
}
/// fix-543 unit: `find_heading_runs` must detect a 2-line bold
/// heading whose wrapped tail line sits below the first line with
/// matching X-extent. Single-line bold spans or paragraph-gap
/// shapes must NOT be returned.
#[test]
fn find_heading_runs_detects_2_line_bold_heading() {
let strategy = XYCutStrategy::new();
// Body baseline (12pt regular) — establishes the median.
let mut spans = Vec::new();
let body_left = 72.0;
let body_width = 200.0;
let mut y = 720.0;
for _ in 0..10 {
spans.push(make_body_span(body_left, y, body_width, 12.0));
y -= 14.0;
}
// 2-line bold heading at 14pt, same left margin, adjacent lines.
spans.push(make_bold_span(body_left, 500.0, 180.0, "2.3 Performance and", 14.0));
spans.push(make_bold_span(
body_left,
484.0,
180.0,
"Advantages of Vari-linear Network",
14.0,
));
let runs = strategy.find_heading_runs(&spans);
assert_eq!(runs.len(), 1, "expected exactly one heading run, got {runs:?}");
assert_eq!(runs[0].span_indices.len(), 2, "expected the run to cover both heading lines");
// A LONE bold span (no second line) must NOT be locked: that
// case is a single-line heading that XY-cut already handles.
let mut spans_single = vec![make_body_span(body_left, 720.0, body_width, 12.0); 5];
spans_single.push(make_bold_span(body_left, 500.0, 180.0, "Lone Heading", 14.0));
let runs_single = strategy.find_heading_runs(&spans_single);
assert!(runs_single.is_empty(), "single-line bold runs must not produce a HeadingRun");
}
/// fix-543 unit: the canonical repro shape — left-column 2-line
/// bold heading whose wrapped tail line Y-overlaps right-column
/// dense content (table caption + rows). Pre-fix, line 2 of the
/// heading was bucketed into the RIGHT block; post-fix the lock
/// keeps both heading lines in the LEFT block, adjacent to the
/// left-column body paragraph.
#[test]
fn partition_keeps_heading_in_left_block() {
let strategy = XYCutStrategy::new();
// Geometry: two columns, ~260pt each with a ~30pt gutter.
// Left col x ∈ [72, 332], right col x ∈ [362, 622].
let left_col_x = 72.0_f32;
let right_col_x = 362.0_f32;
let col_width = 260.0_f32;
let mut spans = Vec::new();
// Left column: 2-line bold heading at Y=500/484, then 8 body
// lines below at Y=460..360 (so the body paragraph anchors the
// left block in reading order).
spans.push(make_bold_span(left_col_x, 500.0, 180.0, "2.3 Performance and", 14.0));
spans.push(make_bold_span(
left_col_x,
484.0,
220.0,
"Advantages of Vari-linear Network",
14.0,
));
let mut y = 460.0_f32;
for _ in 0..8 {
spans.push(make_body_span(left_col_x, y, col_width, 12.0));
y -= 14.0;
}
// Right column: dense table-caption-style content that
// Y-overlaps the heading's second line (Y=484). The
// pre-fix block-assignment step pulled the heading's tail
// into THIS column because the geometry was alone in
// deciding bucket membership.
spans.push(make_body_span(right_col_x, 500.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 484.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 468.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 452.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 436.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 420.0, col_width, 12.0));
spans.push(make_body_span(right_col_x, 404.0, col_width, 12.0));
// Tag the heading lines so we can assert they land together.
// (Done via the existing text; the bold builder sets distinct
// strings.)
let groups = strategy.partition_region(&spans);
// Find the group holding "2.3 Performance and".
let heading_first_group = groups
.iter()
.position(|g| g.iter().any(|s| s.text.contains("2.3 Performance and")))
.expect("heading line 1 must land in some group");
let heading_second_group = groups
.iter()
.position(|g| {
g.iter()
.any(|s| s.text.contains("Advantages of Vari-linear Network"))
})
.expect("heading line 2 must land in some group");
assert_eq!(
heading_first_group, heading_second_group,
"both heading lines must end up in the SAME block — pre-fix \
they split across left/right column blocks"
);
// And that group must also contain left-column body content
// (not right-column body content). All bbox.left() in the
// group should be in the left-column band.
let group = &groups[heading_first_group];
for s in group {
assert!(
s.bbox.left() < right_col_x,
"heading + body group must stay in the LEFT column; \
stray span at x={} (right_col starts at {}): {:?}",
s.bbox.left(),
right_col_x,
s.text
);
}
}
/// fix-543 unit: the markdown converter must not promote an orphan
/// heading-tail line to a phantom `### …`. With the pre-partition
/// lock in place, the orphan does not exist in the first place,
/// so the full heading appears as a single block immediately
/// before its body paragraph in the markdown output.
#[test]
fn markdown_emits_single_heading_no_orphan() {
use crate::pipeline::converters::{MarkdownOutputConverter, OutputConverter};
use crate::pipeline::reading_order::ReadingOrderContext;
use crate::pipeline::TextPipelineConfig;
let strategy = XYCutStrategy::new();
// Mini repro: left-column heading + body, right-column body,
// Y-overlap on the wrapped heading's tail line.
let left_col_x = 72.0_f32;
let right_col_x = 362.0_f32;
let col_width = 260.0_f32;
let mut spans = Vec::new();
spans.push(make_bold_span(left_col_x, 500.0, 180.0, "Performance and", 14.0));
spans.push(make_bold_span(
left_col_x,
484.0,
220.0,
"Advantages of Vari-linear Network",
14.0,
));
let mut y = 460.0_f32;
for _ in 0..6 {
spans.push(make_body_span(left_col_x, y, col_width, 12.0));
y -= 14.0;
}
for ky in [500.0, 484.0, 468.0, 452.0, 436.0, 420.0] {
spans.push(make_body_span(right_col_x, ky, col_width, 12.0));
}
let context = ReadingOrderContext::new();
let ordered = strategy.apply(spans, &context).expect("apply");
let converter = MarkdownOutputConverter::new();
let config = TextPipelineConfig::default();
let md = converter.convert(&ordered, &config).expect("markdown");
// Both heading halves must appear, and BOTH must precede any
// right-column content. Pre-fix, the wrapped-heading tail was
// bucketed into the right-column block and emitted AFTER the
// right column's body, then promoted to a fresh heading level
// by `heading_level_ratio` (since it lost its body
// continuation) — that's the phantom `### …` in the wrong
// location. Post-fix the lock keeps both heading lines in the
// left block adjacent to each other.
let pos_first = md
.find("Performance and")
.expect("heading line 1 must appear in markdown");
let pos_second = md
.find("Advantages of Vari-linear Network")
.expect("heading line 2 must appear in markdown");
assert!(pos_first < pos_second, "heading line 1 must precede line 2:\n{md}");
// Both heading lines must sit within the FIRST 30% of the
// emitted markdown — they belong at the very top of the
// left-column block, not floating somewhere after the
// right-column body. (Pre-fix: the orphan tail landed deep
// into the document after the right-column body — easily past
// the 30 % mark.)
let cap = (md.len() as f32 * 0.30) as usize;
assert!(
pos_second < cap.max(40),
"heading-line-2 emitted late in the document — likely the \
pre-fix orphan-in-wrong-column behaviour. pos_second={}, \
cap={}, md=\n{md}",
pos_second,
cap
);
}
/// A 2-column body where the gutter is narrower than
/// `min_valley_width` AND the line-start cluster shape carries
/// outlier singletons (title / caption / equation labels) so
/// `detect_two_column_prose` bails on `clusters.len() != 2`.
/// The narrow-gutter prose detector should catch this via
/// gap-position clustering.
#[test]
fn test_narrow_gutter_prose_with_outlier_singletons() {
let strategy = XYCutStrategy::new();
let make_word = |x: f32, y: f32, text: &str| {
// 12 pt font, ~5.4 pt/char advance.
let w = (text.chars().count() as f32 * 5.4).max(3.0);
make_span_text(x, y, w, 12.0, text, 12.0)
};
let mut spans = Vec::new();
// 14 body lines with a tight gutter at x ≈ 295 (gap is
// ~10 pt: left column ends at ~285, right column starts at
// ~305). Each side has multiple per-word spans so the line
// density is realistic.
for i in 0..14 {
let y = 600.0 - (i as f32) * 14.0;
let left_words = [
"Dwarf",
"spheroidal",
"galaxies",
"of",
"the",
"Local",
"Group",
"are",
];
let mut x = 40.0;
for w in left_words {
spans.push(make_word(x, y, w));
x += (w.chars().count() as f32 * 5.4) + 2.5; // word + small space
}
let right_words = [
"The",
"Schwarzschild",
"modeling",
"technique",
"offers",
"another",
"approach",
"to",
];
let mut x = 305.0;
for w in right_words {
spans.push(make_word(x, y, w));
x += (w.chars().count() as f32 * 5.4) + 2.5;
}
}
// Outlier singletons (title / caption / equation labels)
// whose left edges don't align with either column. Under
// detect_two_column_prose these produce extra clusters and
// block detection — the narrow-gutter detector should still
// catch the body via gap-position clustering.
spans.push(make_word(145.0, 700.0, "Title text spanning"));
spans.push(make_word(214.0, 680.0, "Caption that wraps somewhere"));
spans.push(make_word(455.0, 670.0, "(1)"));
spans.push(make_word(505.0, 660.0, "(2)"));
let groups = strategy.partition_region(&spans);
assert!(
groups.len() >= 2,
"expected at least 2 groups (column split) for narrow-gutter 2-col body \
with outlier singletons; got {} group(s)",
groups.len()
);
// The left and right body columns must be partitioned into
// separate groups: no group should contain BOTH a body span
// at x < 200 AND a body span at x ≥ 305.
for (gi, g) in groups.iter().enumerate() {
let has_left = g.iter().any(|s| s.bbox.left() < 200.0);
let has_right = g.iter().any(|s| s.bbox.left() >= 305.0);
assert!(
!(has_left && has_right),
"group {} contains spans from both columns — the column split did \
not separate them: {:?}",
gi,
g.iter()
.map(|s| (s.text.clone(), s.bbox.left()))
.collect::<Vec<_>>()
);
}
}
/// Negative: a single-column body with one large figure caption
/// produces a strong within-line gap on the caption row but no
/// recurring gap pattern across body lines. The narrow-gutter
/// detector must NOT fire (would scramble reading order).
#[test]
fn test_narrow_gutter_prose_negative_single_col_with_caption() {
let strategy = XYCutStrategy::new();
let make_word = |x: f32, y: f32, text: &str| {
let w = (text.chars().count() as f32 * 5.4).max(3.0);
make_span_text(x, y, w, 12.0, text, 12.0)
};
let mut spans = Vec::new();
// 14 single-column body lines (no within-line gutter).
for i in 0..14 {
let y = 600.0 - (i as f32) * 14.0;
let words = [
"This",
"is",
"an",
"ordinary",
"single",
"column",
"body",
"paragraph",
"with",
"no",
"interior",
"gutter",
"or",
"wide",
"gap",
];
let mut x = 40.0;
for w in words {
spans.push(make_word(x, y, w));
x += (w.chars().count() as f32 * 5.4) + 2.5;
}
}
// One row that DOES have a within-line gap (figure caption
// with a label on the right). This single outlier must not
// make the page look 2-column.
spans.push(make_word(40.0, 410.0, "Figure"));
spans.push(make_word(80.0, 410.0, "caption"));
spans.push(make_word(300.0, 410.0, "(continued)"));
let groups = strategy.partition_region(&spans);
// For a true single-column page, partition_region should
// return either ONE group or a small number from row/header
// splits — never a column split that lands left-side spans
// in one group and right-side spans in another.
// Count groups that contain at least one body span (x < 100):
let body_groups = groups
.iter()
.filter(|g| {
g.iter()
.any(|s| s.bbox.left() < 100.0 && s.text != "Figure")
})
.count();
assert!(
body_groups <= 1,
"narrow-gutter detector wrongly column-split a single-column body: \
body spans landed in {} groups",
body_groups
);
}
/// #536 Part 1a (xycut mirror): a short-verse two-column body —
/// short tokens per column-line (`mean_chars <= 20`) but a strong
/// balanced central gutter — must classify as `Prose` (so it gets
/// cut) and be accepted by `detect_narrow_gutter_prose`, even though
/// the long-line `mean_chars > 20` guard would reject it.
#[test]
fn test_short_verse_two_column_classified_prose_and_cut() {
let strategy = XYCutStrategy::new();
let make_word = |x: f32, y: f32, text: &str| {
let w = (text.chars().count() as f32 * 5.4).max(3.0);
make_span_text(x, y, w, 12.0, text, 12.0)
};
// Two columns: left starts at x=40, right at x=240. Each verse
// line carries two short, EQUAL-length 4-char tokens per side
// (8 non-whitespace chars/side → 16 chars/line, so mean_chars
// ≤ 20 and the long-line prose guard does NOT apply — this
// exercises the new short-line admission arm). The left column's
// right edge lands consistently near x≈94 and the gutter gap
// midpoint is stable at ≈167 every line (region x≈40..≈294,
// width≈254, gutter offset ≈0.50·width). Stable gap → high
// corridor concentration; equal token counts → balanced char
// mass; two tight left-column start X's (40, 72) within one
// column → ≤ 2 left-edge clusters. Uniform token widths keep the
// within-line gap midpoint inside the 10 pt clustering radius.
let left_lines = [
["comm", "lalu"],
["crea", "ciel"],
["terr", "etai"],
["info", "vide"],
["surf", "labi"],
["espr", "leau"],
];
let right_lines = [
["EtD1", "ditq"],
["lumi", "soit"],
["etla", "fut1"],
["Dieu", "vitq"],
["bonn", "ilse"],
["aral", "obsc"],
];
let mut spans = Vec::new();
// 24 lines total (4 verse-stanzas of 6) so the body clears the
// ≥12 gap-bearing-line floor in detect_narrow_gutter_prose.
for rep in 0..4 {
for i in 0..6 {
let y = 600.0 - ((rep * 6 + i) as f32) * 14.0;
// Left column: two 4-char words at x=40 and x=72.
spans.push(make_word(40.0, y, left_lines[i][0]));
spans.push(make_word(72.0, y, left_lines[i][1]));
// Right column: two 4-char words at x=240 and x=272.
spans.push(make_word(240.0, y, right_lines[i][0]));
spans.push(make_word(272.0, y, right_lines[i][1]));
}
}
let indices: Vec<usize> = (0..spans.len()).collect();
assert_eq!(
strategy.classify_region_kind(&spans, &indices),
RegionKind::Prose,
"short-verse two-column body with a strong balanced central \
corridor must classify as Prose despite mean_chars <= 20"
);
assert!(
strategy
.detect_narrow_gutter_prose(
&spans,
&indices,
strategy.classify_region_kind(&spans, &indices),
)
.is_some(),
"detect_narrow_gutter_prose must accept the routed short-verse \
body (gutter found) so it is cut at the gutter"
);
}
/// #536 Part 1a (xycut mirror) — negative: a short-cell multi-column
/// numeric table (four narrow digit columns → short cells with ≥ 3
/// left-edge clusters and scattered within-line gaps) must STILL
/// classify as `Table` and NOT be accepted for cutting.
#[test]
fn test_short_cell_label_table_still_table_not_cut() {
let strategy = XYCutStrategy::new();
let make_word = |x: f32, y: f32, text: &str| {
let w = (text.chars().count() as f32 * 5.4).max(3.0);
make_span_text(x, y, w, 12.0, text, 12.0)
};
// A lopsided label+data table: a tiny numeric label column at
// x=40 (a single digit, ~1 char) and a wide data column at x=100
// (~8 chars). The within-line gutter is consistent, so the
// corridor concentration/coverage/centre guards alone would NOT
// reject it — but the left/right non-whitespace char balance is
// grossly lopsided (label side ≈ 11 % of chars, well under the
// 35 % floor), the length-independent table discriminator. A
// genuine two-column verse body has balanced sides; this table
// does not, so the short-line admission must reject it.
// mean_chars ≈ 9 (≥ 8), so it does NOT fall through the
// `mean_chars < 8 → Table` branch either — the balance check is
// what keeps it out of Prose.
let mut spans = Vec::new();
let labels = ["7", "8", "9", "5", "3", "1"];
let data = ["12345678", "23456781", "34567812", "45678123"];
for i in 0..24 {
let y = 600.0 - (i as f32) * 14.0;
// Narrow label column (off to the far left, tiny char mass).
spans.push(make_word(40.0, y, labels[i % labels.len()]));
// Wide data column.
spans.push(make_word(100.0, y, data[i % data.len()]));
}
let indices: Vec<usize> = (0..spans.len()).collect();
assert_ne!(
strategy.classify_region_kind(&spans, &indices),
RegionKind::Prose,
"lopsided label+data table must NOT be admitted as Prose \
(left/right char mass is unbalanced — label column is tiny)"
);
assert!(
strategy
.detect_narrow_gutter_prose(
&spans,
&indices,
strategy.classify_region_kind(&spans, &indices),
)
.is_none(),
"detect_narrow_gutter_prose must reject the short-cell table \
(no central-corridor Prose admission) so it is NOT cut"
);
}
#[test]
fn test_degenerate_ctm_partition_region_does_not_abort() {
let strategy = XYCutStrategy::new();
let degenerate_x: f32 = 99_992_777_785_344.0;
let spans = vec![
make_span(10.0, 100.0, 30.0, 10.0),
make_span(10.0, 85.0, 30.0, 10.0),
make_span(10.0, 70.0, 30.0, 10.0),
make_span(10.0, 55.0, 30.0, 10.0),
make_span(10.0, 40.0, 30.0, 10.0),
make_span(degenerate_x, 100.0, 30.0, 10.0),
];
// Must complete without panicking and preserve all spans.
let groups = strategy.partition_region(&spans);
let total: usize = groups.iter().map(|g| g.len()).sum();
assert_eq!(total, spans.len(), "all spans must be preserved");
}
/// Many distinct-Y single spans is the singleton-peel pathology. With the
/// depth cap, `partition_region` must still terminate and preserve every
/// span (the cap falls back to a flat sort, which keeps all indices).
#[test]
fn test_partition_indexed_depth_guard_preserves_all_spans() {
let mut strategy = XYCutStrategy::new();
strategy.min_spans_for_split = 2; // force maximum splitting
// 300 spans, each on its own Y band — deeper than MAX_PARTITION_DEPTH.
let spans: Vec<TextSpan> = (0..300)
.map(|i| make_span(10.0, (i as f32) * 11.0, 30.0, 10.0))
.collect();
let groups = strategy.partition_region(&spans);
let total: usize = groups.iter().map(|g| g.len()).sum();
assert_eq!(total, spans.len(), "depth guard must not drop spans");
}
/// A news page's columns are not coextensive: a photograph, an
/// advertisement or the end of a story stops one column well above its
/// neighbour. Asking the two sides to end within a fifth of each other
/// refuses the cut on ordinary three-column news pages, and the columns
/// are then read straight across — splicing unrelated sentences and
/// breaking any word hyphenated at the seam.
///
/// The banner is wider than the region's 55% bound, so the density
/// profile leaves it out and the corridor between the columns reads as
/// empty; it still crosses that corridor, which is what brings the guard
/// into play. The two sides here sit at a 0.60 height ratio — inside the
/// span the corpus actually shows for real columns (0.48 to 0.79) and
/// below every near-coextensive reading of them.
#[test]
fn uneven_columns_under_a_banner_still_take_the_cut() {
let strategy = XYCutStrategy::new();
let line = "abcdefghij klmnopqrst uvwxyzabcd efghijklmn opqrstuvwx";
let mut spans = vec![make_span_text(
55.0,
730.0,
470.0,
16.0,
&"W".repeat(40),
16.0,
)];
let mut y = 100.0;
while y <= 700.0 {
spans.push(make_span_text(55.0, y, 200.0, 8.0, line, 8.0));
y += 12.0;
}
// The right-hand column stops early, as it would above a photograph.
let mut y = 343.0;
while y <= 694.0 {
spans.push(make_span_text(325.0, y, 200.0, 8.0, line, 8.0));
y += 12.0;
}
let indices: Vec<usize> = (0..spans.len()).collect();
let split = strategy.find_horizontal_split_indexed(&spans, &indices);
assert!(
split.is_some(),
"two columns of prose at a 0.60 height ratio are still two \
columns; refusing the cut leaves them to be read across the page"
);
}
/// The shape of the page that exposed the populated-corridor defect: a
/// letter-spaced listing whose multi-glyph fragments sit on every row,
/// and beneath it a paragraph set one run per word — three full lines
/// interleaved with three per-word lines whose words after the gap start
/// at x=235. The listing's rows make the left mass dense, so any column
/// covered by a single paragraph row is under the valley threshold.
///
/// `listing_reaches_the_words`: the listing's left fragments end at
/// x≈161, before the paragraph's short words, so the valley runs from
/// there to 235 and holds `is`, `no`, `then` and `like` (the defect); or
/// they run to x≈212, past those words, so the valley is 212..235 and
/// holds nothing — an ordinary corridor beside a dense block.
fn paragraph_split_at_a_word_gap(listing_reaches_the_words: bool) -> Vec<TextSpan> {
let size = 10.0;
let gap = 0.81 * size;
let w = |s: &str| s.chars().count() as f32 * 0.5 * size;
let mut spans = Vec::new();
// The listing's left fragments: 24 glyphs reach x≈161 at the
// profile's 0.45 em per glyph; 39 reach x≈205 (clamped to the box),
// past the paragraph's short words on all but one row. The boxes
// stay under 55% of the region's width, or the profile drops them.
let (text, scale) = if listing_reaches_the_words {
("Content-Length: 195034 bytes", 0.8)
} else {
("Content-Length: 195034 bytes and more still", 0.62)
};
for (i, y) in [310.0, 300.0, 290.0, 280.0, 270.0].iter().enumerate() {
spans.push(make_span_text(72.0, *y, w(text) * scale, 8.0, text, 8.0));
if i % 2 == 1 {
spans.push(make_span_text(235.0, *y, 46.0, 8.0, "octet-stream", 8.0));
}
}
let full = "When loaded in Internet Explorer, the browser,";
let rows: [(&[&str], &[&str]); 3] = [
(&["noticing", "that", "there", "is", "no"], &["file", "extension,", "pro-"]),
(&["sniffing", "it,", "and", "then", "a"], &["header", "it", "was", "sent"]),
(&["Anything", "that", "looks", "like", "an"], &["image", "at", "all", "is"]),
];
for (i, y) in [260.0, 236.0, 212.0].iter().enumerate() {
spans.push(make_span_text(72.0, *y, 224.0, size, full, size));
let (before, after) = rows[i];
let y = y - 12.0;
let mut x = 72.0;
for word in before {
spans.push(make_span_text(x, y, w(word), size, word, size));
x += w(word) + gap;
}
let mut x = 235.0;
for word in after {
spans.push(make_span_text(x, y, w(word), size, word, size));
x += w(word) + gap;
}
}
spans
}
/// The defect: the corridor the profile found holds the paragraph's own
/// short words on three rows. The cut must be refused, or `pro-` is
/// emitted apart from `ceeds`.
#[test]
fn test_corridor_that_holds_words_is_not_a_gutter() {
let strategy = XYCutStrategy::new();
let spans = paragraph_split_at_a_word_gap(true);
let indices: Vec<usize> = (0..spans.len()).collect();
assert!(
strategy
.find_horizontal_split_indexed(&spans, &indices)
.is_none(),
"a valley that holds whole words is a word gap under a dense block, \
not a gutter; the full lines around it cross it between its rows"
);
}
/// The same block with the corridor empty — the listing's fragments run
/// past the paragraph's short words, so the valley is the bare gap
/// before x=235 — is a corridor beside a dense block, and the cut stands.
/// This pins that the refusal is about what the corridor holds, not
/// about the full lines between the rows, which are here too.
#[test]
fn test_same_block_with_an_empty_corridor_still_takes_the_cut() {
let strategy = XYCutStrategy::new();
let spans = paragraph_split_at_a_word_gap(false);
let indices: Vec<usize> = (0..spans.len()).collect();
assert!(
strategy
.find_horizontal_split_indexed(&spans, &indices)
.is_some(),
"an empty corridor between a dense block and a column is a gutter, \
whatever crosses it"
);
}
/// The counter-direction, and the shape the guard exists for: a masthead
/// side carrying only a nameplate and a dateline covers a fraction of the
/// region and is not a column. That cut must still be refused, or the
/// nameplate is emitted after the whole body instead of at the top of the
/// page where it is printed.
#[test]
fn test_masthead_side_under_a_banner_is_still_refused() {
let strategy = XYCutStrategy::new();
let line = "abcdefghij klmnopqrst uvwxyzabcd efghijklmn opqrstuvwx";
let mut spans = vec![make_span_text(
55.0,
730.0,
470.0,
16.0,
&"W".repeat(40),
16.0,
)];
let mut y = 100.0;
while y <= 700.0 {
spans.push(make_span_text(55.0, y, 200.0, 8.0, line, 8.0));
y += 12.0;
}
// Nameplate and dateline only: about 28% of the region's height.
let mut y = 530.0;
while y <= 700.0 {
spans.push(make_span_text(325.0, y, 200.0, 8.0, line, 8.0));
y += 12.0;
}
let indices: Vec<usize> = (0..spans.len()).collect();
let split = strategy.find_horizontal_split_indexed(&spans, &indices);
assert!(
split.is_none(),
"a side holding only a nameplate and a dateline is not a column, \
and the gap beside it is not a gutter"
);
}
/// Build a two-column region whose left side carries `full_width` lines
/// that reach across the right column, and `plain` that stop at the
/// gutter. The right column always gets a line on every row, so the
/// full-measure lines genuinely share a row with it.
///
/// Left column 72..272, right column 320..520, so the corridor is 48 pt
/// wide and `right_x_max` is 520. A full-measure line is 100% of the
/// region's width, over the 55% bound, so the density profile leaves it
/// out and the corridor is still found.
fn two_columns_with_full_measure_lines(full_width: usize, plain: usize) -> Vec<TextSpan> {
// 0.45 em per char at 8 pt is 3.6 pt: 56 chars spans 202 pt (the
// column), 125 chars spans 450 pt (the whole region).
let short = "a".repeat(56);
let wide = "a".repeat(125);
let mut spans = Vec::new();
let mut y = 700.0_f32;
for row in 0..(full_width + plain) {
if row < full_width {
spans.push(make_span_text(72.0, y, 448.0, 8.0, &wide, 8.0));
} else {
spans.push(make_span_text(72.0, y, 200.0, 8.0, &short, 8.0));
}
spans.push(make_span_text(320.0, y, 200.0, 8.0, &short, 8.0));
y -= 12.0;
}
spans
}
/// A heading, a footnote and a caption running the full measure over two
/// columns of prose are three full-width rows, and three is what the
/// table-row veto counted. A data table's rows are most of it, so the
/// count only means anything against the side it came from — measured on
/// a real page, 3 of 100 left rows vetoed the cut and the two columns
/// were then read straight across.
#[test]
fn three_full_measure_lines_over_a_prose_page_do_not_veto_the_cut() {
let strategy = XYCutStrategy::new();
let spans = two_columns_with_full_measure_lines(3, 97);
let indices: Vec<usize> = (0..spans.len()).collect();
assert!(
strategy
.find_horizontal_split_indexed(&spans, &indices)
.is_some(),
"three full-measure lines among a hundred are a heading and a \
caption, not a table; the columns must still be cut apart"
);
}
/// The counter-direction, and the shape the veto exists for: when the
/// rows that blanket the right column are most of the side, the region is
/// a table and cutting it vertically shreds its rows.
#[test]
fn test_page_whose_rows_are_mostly_full_measure_still_vetoes_the_cut() {
let strategy = XYCutStrategy::new();
let spans = two_columns_with_full_measure_lines(30, 6);
let indices: Vec<usize> = (0..spans.len()).collect();
assert!(
strategy
.find_horizontal_split_indexed(&spans, &indices)
.is_none(),
"rows that blanket the right column and are most of the side are \
a table's rows; a vertical cut through them shreds every row"
);
}
}