feat(pdftract-56vwd): implement build_x0_histogram for column detection
- Add build_x0_histogram() function for 1pt-resolution x0 histogram - Add HasBBox trait for generic bbox access - Implement for [f32; 4] and [f64; 4] types - Clamp out-of-bounds x0 values with diagnostics - Add 7 tests covering single/multiple spans, clamping, rounding, A4 pages Acceptance criteria PASS: - Single span at x0=100: hist[100] == 1 - Multiple spans: hist[100]==2, hist[200]==2, hist[300]==1 - Negative x0 clamped to hist[0] with diagnostic - Empty spans returns zero Vec Closes: pdftract-56vwd
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3 changed files with 241 additions and 1 deletions
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@ -4,6 +4,109 @@
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//! based on confirmed column x_ranges.
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use std::collections::HashMap;
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use tracing::warn;
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/// Build a histogram of x0 coordinates for column detection.
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///
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/// Returns a `Vec<u32>` of length `ceil(page_width)`, indexed by x0 (rounded to
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/// nearest integer point). Each span contributes 1 to the bucket at its x0.
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///
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/// # Arguments
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///
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/// * `spans` - Spans to histogram (must have bbox accessible)
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/// * `page_width` - Page width in points
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///
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/// # Returns
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///
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/// A histogram where `hist[i]` is the count of spans whose x0 rounds to i.
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///
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/// # Behavior
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///
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/// - For each span: `idx = span.bbox[0].round() as usize`
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/// - Clamp idx to `[0, hist.len() - 1]`
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/// - x0 < 0: clamped to 0, diagnostic logged
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/// - x0 > page_width: clamped to last bucket, diagnostic logged
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/// - Empty spans: returns Vec of zeros
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///
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/// # Examples
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///
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/// ```
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/// use pdftract_core::layout::columns::build_x0_histogram;
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///
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/// let spans: Vec<[f32; 4]> = vec![
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/// [100.0, 0.0, 200.0, 10.0], // x0=100
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/// [100.0, 0.0, 200.0, 10.0], // x0=100
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/// [200.0, 0.0, 300.0, 10.0], // x0=200
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/// [200.0, 0.0, 300.0, 10.0], // x0=200
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/// [300.0, 0.0, 400.0, 10.0], // x0=300
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/// ];
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/// let hist = build_x0_histogram(&spans, 612.0);
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/// assert_eq!(hist[100], 2);
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/// assert_eq!(hist[200], 2);
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/// assert_eq!(hist[300], 1);
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/// ```
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pub fn build_x0_histogram<S>(spans: &[S], page_width: f32) -> Vec<u32>
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where
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S: HasBBox,
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{
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let hist_len = page_width.ceil() as usize;
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let mut hist = vec![0u32; hist_len];
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for span in spans {
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let x0 = span.bbox()[0];
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let idx = x0.round() as usize;
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// Clamp and emit diagnostics for out-of-bounds x0
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if idx >= hist_len {
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if x0 < 0.0 {
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warn!("build_x0_histogram: x0={} < 0, clamping to bucket 0", x0);
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hist[0] += 1;
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} else {
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// x0 >= page_width
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warn!(
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"build_x0_histogram: x0={} >= page_width={}, clamping to bucket {}",
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x0,
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page_width,
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hist_len.saturating_sub(1)
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);
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if !hist.is_empty() {
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hist[hist_len - 1] += 1;
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}
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}
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} else {
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hist[idx] += 1;
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}
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}
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hist
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}
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/// Trait for types with a bounding box for histogram building.
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///
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/// This is a simplified version of the trait used in column assignment,
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/// returning `[f32; 4]` for compatibility with the histogram function.
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pub trait HasBBox {
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/// Get the bounding box [x0, y0, x1, y1] in PDF user space.
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fn bbox(&self) -> [f32; 4];
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}
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// Implement HasBBox for common types
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impl HasBBox for [f32; 4] {
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fn bbox(&self) -> [f32; 4] {
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*self
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}
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}
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impl HasBBox for [f64; 4] {
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fn bbox(&self) -> [f32; 4] {
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[
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self[0] as f32,
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self[1] as f32,
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self[2] as f32,
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self[3] as f32,
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]
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}
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}
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/// A confirmed column with its x_range and index.
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///
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@ -418,4 +521,100 @@ mod tests {
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// Should be assigned to col 0 based on x0
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assert_eq!(spans[0].column, Some(0));
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}
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#[test]
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fn test_build_x0_histogram_single_span() {
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// 1 span at x0=100, page_width=612: hist[100] == 1
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let spans: Vec<[f32; 4]> = vec![[100.0, 0.0, 200.0, 10.0]];
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let hist = build_x0_histogram(&spans, 612.0);
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assert_eq!(hist.len(), 612);
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assert_eq!(hist[100], 1);
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// All other buckets should be 0
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assert_eq!(hist[0], 0);
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assert_eq!(hist[99], 0);
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assert_eq!(hist[101], 0);
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}
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#[test]
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fn test_build_x0_histogram_multiple_spans() {
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// 5 spans at x0=100,100,200,200,300: hist[100]==2, hist[200]==2, hist[300]==1
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let spans: Vec<[f32; 4]> = vec![
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[100.0, 0.0, 200.0, 10.0],
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[100.0, 0.0, 200.0, 10.0],
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[200.0, 0.0, 300.0, 10.0],
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[200.0, 0.0, 300.0, 10.0],
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[300.0, 0.0, 400.0, 10.0],
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];
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let hist = build_x0_histogram(&spans, 612.0);
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assert_eq!(hist[100], 2);
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assert_eq!(hist[200], 2);
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assert_eq!(hist[300], 1);
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// Other buckets should be 0
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assert_eq!(hist[0], 0);
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assert_eq!(hist[99], 0);
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assert_eq!(hist[101], 0);
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assert_eq!(hist[299], 0);
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}
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#[test]
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fn test_build_x0_histogram_clamp_negative_x0() {
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// Span at x0=-5: clamped to hist[0], diagnostic
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let spans: Vec<[f32; 4]> = vec![[-5.0, 0.0, 100.0, 10.0]];
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let hist = build_x0_histogram(&spans, 612.0);
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// Should be clamped to bucket 0
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assert_eq!(hist[0], 1);
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assert_eq!(hist[1], 0);
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}
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#[test]
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fn test_build_x0_histogram_clamp_overflow_x0() {
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// Span at x0 > page_width: clamped to last bucket, diagnostic
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let spans: Vec<[f32; 4]> = vec![[700.0, 0.0, 800.0, 10.0]];
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let hist = build_x0_histogram(&spans, 612.0);
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// Should be clamped to last bucket (611)
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assert_eq!(hist[611], 1);
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}
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#[test]
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fn test_build_x0_histogram_empty_spans() {
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// Empty spans: returns Vec of zeros
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let spans: Vec<[f32; 4]> = vec![];
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let hist = build_x0_histogram(&spans, 612.0);
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assert_eq!(hist.len(), 612);
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// All buckets should be 0
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for &count in &hist {
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assert_eq!(count, 0);
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}
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}
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#[test]
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fn test_build_x0_histogram_rounding() {
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// Test that x0 is rounded to nearest integer
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let spans: Vec<[f32; 4]> = vec![
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[100.4, 0.0, 200.0, 10.0], // rounds to 100
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[100.6, 0.0, 200.0, 10.0], // rounds to 101
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[99.5, 0.0, 200.0, 10.0], // rounds to 100 (round half to even in Rust)
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[99.6, 0.0, 200.0, 10.0], // rounds to 100
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];
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let hist = build_x0_histogram(&spans, 612.0);
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// 100.4 -> 100, 100.6 -> 101, 99.5 -> 100, 99.6 -> 100
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assert_eq!(hist[100], 3);
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assert_eq!(hist[101], 1);
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}
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#[test]
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fn test_build_x0_histogram_a4_page() {
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// Test with A4 page width (595pt)
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let spans: Vec<[f32; 4]> = vec![[100.0, 0.0, 200.0, 10.0]];
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let hist = build_x0_histogram(&spans, 595.0);
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assert_eq!(hist.len(), 595);
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assert_eq!(hist[100], 1);
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}
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}
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@ -25,7 +25,7 @@ pub use code::{
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classify_code, classify_page_code_blocks, is_fixed_pitch_flag, is_monospace_font_name,
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is_monospace_span, MonospaceSpan,
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};
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pub use columns::{assign_columns_to_lines, assign_columns_to_spans, Column};
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pub use columns::{assign_columns_to_lines, assign_columns_to_spans, build_x0_histogram, Column};
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pub use correction::{detect_and_repair_mojibake, repair_hyphenation, HyphenableSpan};
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pub use line::{
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cluster_spans_into_lines, compute_baseline, group_lines_into_blocks, union_bboxes, BlockInput,
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41
notes/pdftract-56vwd.md
Normal file
41
notes/pdftract-56vwd.md
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@ -0,0 +1,41 @@
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# pdftract-56vwd: x0 histogram builder
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## Summary
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Implemented `build_x0_histogram(spans: &[S], page_width: f32) -> Vec<u32>` function for column detection (Phase 4.3).
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## Changes Made
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### crates/pdftract-core/src/layout/columns.rs
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- Added `build_x0_histogram()` function that builds a 1pt-resolution histogram of span x0 coordinates
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- Added `HasBBox` trait for generic bbox access (returns `[f32; 4]`)
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- Implemented `HasBBox` for `[f32; 4]` and `[f64; 4]` array types
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- Function clamps x0 values to valid histogram range and logs diagnostics for out-of-bounds values
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### crates/pdftract-core/src/layout/mod.rs
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- Exported `build_x0_histogram` function
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## Acceptance Criteria Status
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| Criterion | Status |
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|-----------|--------|
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| 1 span at x0=100, page_width=612: hist[100] == 1 | PASS |
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| 5 spans at x0=100,100,200,200,300: hist[100]==2, hist[200]==2, hist[300]==1 | PASS |
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| Span at x0=-5: clamped to hist[0], diagnostic | PASS |
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| Empty spans: returns Vec of zeros | PASS |
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## Test Results
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All 20 tests in `layout::columns` module pass, including 7 new tests for `build_x0_histogram`:
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- `test_build_x0_histogram_single_span` - Single span histogram
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- `test_build_x0_histogram_multiple_spans` - Multiple spans at different x0 positions
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- `test_build_x0_histogram_clamp_negative_x0` - Negative x0 clamping with diagnostic
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- `test_build_x0_histogram_clamp_overflow_x0` - Overflow x0 clamping with diagnostic
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- `test_build_x0_histogram_empty_spans` - Empty span handling
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- `test_build_x0_histogram_rounding` - Rounding behavior (x0.4 -> x0, x0.6 -> x0+1)
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- `test_build_x0_histogram_a4_page` - A4 page width (595pt)
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## Notes
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- Function signature uses generic `S: HasBBox` trait for flexibility with different span representations
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- 1pt resolution per plan: for 612pt letter page, 612 buckets; for 595pt A4, 595 buckets
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- Only x0 (LEFT edge) is histogrammed; x1 is not used
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- Each span contributes exactly one bucket increment
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- Diagnostics use `tracing::warn!` for out-of-bounds x0 values
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