mirror of
https://github.com/infiniflow/ragflow.git
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304d9e02bb
### What problem does this PR solve? Http API based on onnx model. pdf_parser.py to golang ### Type of change - [x] Refactoring
628 lines
19 KiB
Go
628 lines
19 KiB
Go
package parser
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import (
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"strings"
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"testing"
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)
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func TestAssignColumn(t *testing.T) {
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boxes := []TextBox{
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{PageNumber: 0, X0: 50, Text: "col0-left"},
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{PageNumber: 0, X0: 55, Text: "col0-mid"},
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{PageNumber: 0, X0: 400, Text: "col1"},
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{PageNumber: 1, X0: 50, Text: "pg1-col0"},
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}
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result := AssignColumn(boxes, 3)
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if len(result) != 4 {
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t.Fatal("expected 4 boxes")
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}
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if result[0].ColID != result[1].ColID {
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t.Error("boxes 0 and 1 (close x0) should be same column")
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}
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if result[0].ColID == result[2].ColID {
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t.Error("boxes 0 and 2 (far apart) should be different columns")
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}
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}
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func TestTextMerge(t *testing.T) {
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boxes := []TextBox{
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{PageNumber: 0, ColID: 0, X0: 50, X1: 250, Top: 100, Bottom: 112, Text: "左半", LayoutType: "text", LayoutNo: "1"},
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{PageNumber: 0, ColID: 0, X0: 252, X1: 550, Top: 100, Bottom: 112, Text: "右半", LayoutType: "text", LayoutNo: "1"},
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}
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meanH := map[int]float64{0: 12}
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result := TextMerge(boxes, meanH, 3)
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if len(result) != 1 {
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t.Errorf("expected 1 merged box, got %d", len(result))
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}
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}
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func TestTextMergeNoMerge_DiffLayout(t *testing.T) {
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boxes := []TextBox{
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{PageNumber: 0, ColID: 0, X0: 50, X1: 250, Top: 100, Bottom: 112, Text: "text", LayoutType: "text", LayoutNo: "1"},
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{PageNumber: 0, ColID: 0, X0: 252, X1: 550, Top: 100, Bottom: 112, Text: "table", LayoutType: "table", LayoutNo: "2"},
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}
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meanH := map[int]float64{0: 12}
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result := TextMerge(boxes, meanH, 3)
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if len(result) != 2 {
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t.Error("table and text should not merge")
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}
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}
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func TestFinalReadingOrderMerge(t *testing.T) {
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boxes := []TextBox{
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{PageNumber: 1, ColID: 1, Top: 50, Text: "pg1-col1"},
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{PageNumber: 0, ColID: 0, Top: 100, Text: "pg0-col0"},
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{PageNumber: 0, ColID: 0, Top: 50, Text: "pg0-col0-top"},
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}
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result := FinalReadingOrderMerge(boxes)
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if result[0].Text != "pg0-col0-top" {
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t.Errorf("first should be pg0-col0-top: %q", result[0].Text)
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}
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if result[2].Text != "pg1-col1" {
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t.Errorf("last should be pg1-col1: %q", result[2].Text)
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}
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}
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func TestContainsRune(t *testing.T) {
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if !containsRune("。？！", '。') {
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t.Error("should find 。")
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}
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if containsRune("abc", 'z') {
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t.Error("should not find z")
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}
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}
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func TestEndsWithOneOf(t *testing.T) {
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if !endsWithOneOf("句子结束。", "。？！?") {
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t.Error("should match 。")
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}
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if endsWithOneOf("no match", "。？！?") {
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t.Error("should not match")
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}
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}
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func TestCharsToBoxes(t *testing.T) {
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chars := []TextChar{
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{X0: 50, X1: 58, Top: 100, Bottom: 112, Text: "A", PageNumber: 0},
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{X0: 60, X1: 68, Top: 100, Bottom: 112, Text: "B", PageNumber: 0},
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{X0: 50, X1: 58, Top: 114, Bottom: 126, Text: "C", PageNumber: 0},
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}
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boxes := charsToBoxes(chars, 0, false)
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if len(boxes) == 0 {
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t.Fatal("expected at least 1 box")
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}
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// A and B should be in the same line, C in a different line
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if len(boxes) != 2 {
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t.Errorf("expected 2 lines, got %d", len(boxes))
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}
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}
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func TestBoxesToSections(t *testing.T) {
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boxes := []TextBox{
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{PageNumber: 0, X0: 50, X1: 550, Top: 100, Bottom: 112, Text: "标题"},
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{PageNumber: 0, X0: 50, X1: 550, Top: 200, Bottom: 212, Text: ""},
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}
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sections := boxesToSections(boxes, nil)
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if len(sections) != 1 {
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t.Errorf("expected 1 section (empty box skipped), got %d", len(sections))
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}
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if len(sections) > 0 {
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// Text is clean — position tag lives in PositionTag field (matching Python)
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if strings.Contains(sections[0].Text, "@@") {
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t.Error("section text should NOT contain position tag")
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}
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if !strings.Contains(sections[0].PositionTag, "##") {
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t.Error("position tag should end with ##")
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}
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}
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}
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func TestDefaultConfig(t *testing.T) {
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cfg := DefaultParserConfig()
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if cfg.Zoom != 3 {
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t.Error("default zoom should be 3")
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}
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if cfg.ToPage != -1 {
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t.Error("default to_page should be -1")
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}
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}
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func TestHasColor(t *testing.T) {
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if !HasColor(TextChar{}) {
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t.Error("HasColor should return true by default")
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}
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}
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func TestGroupCharsToLines_MultiColumn(t *testing.T) {
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// Simulate a two-column PDF page. Python's __ocr has no horizontal gap
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// check in line grouping — chars at the same vertical position are
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// grouped into one line regardless of horizontal distance. Column
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// separation happens downstream in AssignColumn + TextMerge.
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chars := []TextChar{
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{X0: 50, X1: 58, Top: 100, Bottom: 112, Text: "H"},
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{X0: 60, X1: 68, Top: 100, Bottom: 112, Text: "i"},
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{X0: 300, X1: 308, Top: 100, Bottom: 112, Text: "B"},
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{X0: 310, X1: 318, Top: 100, Bottom: 112, Text: "y"},
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{X0: 50, X1: 58, Top: 114, Bottom: 126, Text: "A"},
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{X0: 60, X1: 68, Top: 114, Bottom: 126, Text: "B"},
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{X0: 300, X1: 308, Top: 114, Bottom: 126, Text: "C"},
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{X0: 310, X1: 318, Top: 114, Bottom: 126, Text: "D"},
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}
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lines := groupCharsToLines(chars, false)
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// Python expects 2 lines (one per vertical position), each spanning both columns.
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if len(lines) != 2 {
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t.Errorf("expected 2 lines (one per vertical row, spanning both columns), got %d", len(lines))
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}
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}
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func TestKmeans1D_Boundary(t *testing.T) {
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t.Run("n equals k", func(t *testing.T) {
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data := []float64{50.0, 400.0}
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labels, centroids := kmeans1D(data, 2)
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if len(centroids) != 2 {
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t.Errorf("n=k=2: expected 2 centroids, got %d — BUG: n<=k early return gives only 1 centroid", len(centroids))
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}
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if len(centroids) == 2 && labels[0] == labels[1] {
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t.Error("n=k=2: two distinct points should be in different clusters — BUG: all points assigned to same cluster")
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}
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})
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t.Run("n less than k", func(t *testing.T) {
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data := []float64{100.0, 200.0, 300.0}
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labels, centroids := kmeans1D(data, 4)
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if len(centroids) != 3 {
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t.Errorf("n=3,k=4: expected 3 centroids (one per point), got %d — BUG: n<=k early return gives only 1 centroid", len(centroids))
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}
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// All 3 points should be in different clusters
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seen := make(map[int]bool)
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for _, l := range labels {
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seen[l] = true
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}
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if len(seen) != 3 {
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t.Errorf("n=3,k=4: expected 3 distinct clusters, got %d", len(seen))
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}
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})
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t.Run("single point", func(t *testing.T) {
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data := []float64{100.0}
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labels, centroids := kmeans1D(data, 1)
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if len(centroids) != 1 || centroids[0] != 100.0 {
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t.Errorf("single point: unexpected centroids %v", centroids)
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}
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if labels[0] != 0 {
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t.Errorf("single point: label should be 0, got %d", labels[0])
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}
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})
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}
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// ---- startsWithOneOf / NaiveVerticalMerge (Issue 1: 、 vs ,) ----
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func TestStartsWithOneOf(t *testing.T) {
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// Python's concatting start-of-line character set:
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// "。；？！?"）),，、："
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// Go's set matches Python exactly.
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// Use the CORRECT Python set to document expected behavior.
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pySet := "。；？！?\")),，、："
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t.Run("ASCII comma", func(t *testing.T) {
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// Python concatting set includes ASCII comma U+002C.
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// Go's set has 、(U+3001) instead — BUG.
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if !startsWithOneOf(", rest", pySet) {
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t.Error("should match ASCII comma ','")
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}
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})
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t.Run("Chinese dun comma", func(t *testing.T) {
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if !startsWithOneOf("、rest", pySet) {
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t.Error("should match Chinese dun comma '、'")
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}
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})
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t.Run("fullwidth comma", func(t *testing.T) {
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if !startsWithOneOf("，rest", pySet) {
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t.Error("should match fullwidth comma '，'")
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}
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})
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t.Run("fullwidth period", func(t *testing.T) {
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if !startsWithOneOf("。rest", pySet) {
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t.Error("should match fullwidth period '。'")
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}
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})
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t.Run("Chinese text should not match", func(t *testing.T) {
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if startsWithOneOf("你好世界", pySet) {
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t.Error("should NOT match Chinese text")
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}
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})
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t.Run("letter should not match", func(t *testing.T) {
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if startsWithOneOf("A letter", pySet) {
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t.Error("should NOT match letter")
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}
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})
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t.Run("empty string", func(t *testing.T) {
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if startsWithOneOf("", pySet) {
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t.Error("should NOT match empty string")
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}
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})
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// Verify the actual Go set matches Python.
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t.Run("Go set matches ASCII comma", func(t *testing.T) {
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goSet := "。；？！?\"）),，、："
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if !startsWithOneOf(", rest", goSet) {
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t.Error("Go's concatting set should match ASCII comma ','")
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}
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})
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t.Run("Go set has 、once", func(t *testing.T) {
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goSet := "。；？！?\"）),，、："
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count := 0
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for _, r := range goSet {
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if r == '、' {
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count++
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}
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}
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if count != 1 {
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t.Errorf("Go set should have 、once, got %d", count)
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}
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})
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}
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func TestNaiveVerticalMerge_CommaConcat(t *testing.T) {
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// When next line starts with ASCII comma ',' (U+002C), Python merges
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// vertically because ',' is in the concatting startsWithOneOf set.
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// Go now matches Python exactly — should merge.
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t.Run("next line starts with ASCII comma", func(t *testing.T) {
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// ASCII comma ',' is in Python's concatting set, Go matches.
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// When there's NO anti trigger, merge happens by default.
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// The concatting feature is only needed when it must OVERRIDE an anti trigger.
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "这是第一句话",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: ", 这是第二句话",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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if len(result) != 1 {
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t.Errorf("expected 1 merged box, got %d", len(result))
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}
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})
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t.Run("ASCII comma should override period anti (now fixed)", func(t *testing.T) {
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// Python: previous line ends with "。" (anti), next line starts with ","
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// (concatting). Concatting OVERRIDES anti → merge.
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// Go now matches Python: ',' is in concatting set → merge.
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "前一句话结束。",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: ", 这是续行",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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if len(result) != 1 {
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t.Errorf("expected 1 merged box (ASCII comma ',' should override period anti), got %d", len(result))
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}
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})
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t.Run("next line starts with fullwidth comma — should merge", func(t *testing.T) {
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "这是第一句话",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: "，这是第二句话",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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if len(result) != 1 {
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t.Errorf("expected 1 merged box (next line starts with '，'), got %d", len(result))
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}
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})
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t.Run("next line starts with period — should merge", func(t *testing.T) {
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "前文内容",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: "。这是下一句",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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if len(result) != 1 {
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t.Errorf("expected 1 merged box (next line starts with '。'), got %d", len(result))
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}
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})
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t.Run("no concat, no anti, no detach — should merge (default)", func(t *testing.T) {
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// Python's _naive_vertical_merge: merge is the DEFAULT.
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// concatting overrides anti; anti + detach prevent merge.
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// When none trigger, boxes merge.
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "这是第一句话",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: "这是第二句话",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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// Default merge — no anti, no detach, same layoutno, close gap.
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if len(result) != 1 {
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t.Errorf("expected 1 merged box (default merge when no anti/detach), got %d", len(result))
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}
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})
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t.Run("detach — horizontally separated boxes", func(t *testing.T) {
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 100, Top: 100, Bottom: 112,
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Text: "左列文字",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 300, X1: 350, Top: 114, Bottom: 126,
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Text: "。右列文字",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 50}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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// Even with '。' concat char, boxes are detached horizontally.
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if len(result) != 2 {
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t.Errorf("expected 2 boxes (horizontally detached), got %d", len(result))
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}
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})
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t.Run("large vertical gap — anti", func(t *testing.T) {
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "第一句话",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 200, Bottom: 212,
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Text: "。第二句话",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, false)
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// Gap 200-112=88 > 12*1.5=18 — anti triggers.
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if len(result) != 2 {
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t.Errorf("expected 2 boxes (large vertical gap), got %d", len(result))
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}
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})
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t.Run("english period anti when isEnglish", func(t *testing.T) {
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boxes := []TextBox{
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
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Text: "End of sentence.",
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LayoutNo: "1",
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},
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{
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PageNumber: 0, X0: 50, X1: 250, Top: 114, Bottom: 126,
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Text: "Next sentence",
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LayoutNo: "1",
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},
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}
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meanH := map[int]float64{0: 12}
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meanW := map[int]float64{0: 200}
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result := NaiveVerticalMerge(boxes, meanH, meanW, true)
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||
// When isEnglish=true, endsWith ".!?" is anti — don't merge.
|
||
if len(result) != 2 {
|
||
t.Errorf("expected 2 boxes (english period anti), got %d", len(result))
|
||
}
|
||
})
|
||
|
||
t.Run("cross-page — should NOT merge", func(t *testing.T) {
|
||
boxes := []TextBox{
|
||
{
|
||
PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112,
|
||
Text: "第一页最后一行",
|
||
LayoutNo: "1",
|
||
},
|
||
{
|
||
PageNumber: 1, X0: 50, X1: 250, Top: 50, Bottom: 62,
|
||
Text: "。第二页第一行",
|
||
LayoutNo: "1",
|
||
},
|
||
}
|
||
meanH := map[int]float64{0: 12, 1: 12}
|
||
meanW := map[int]float64{0: 200, 1: 200}
|
||
|
||
result := NaiveVerticalMerge(boxes, meanH, meanW, false)
|
||
// Different pages — NaiveVerticalMerge groups by page.
|
||
if len(result) != 2 {
|
||
t.Errorf("expected 2 boxes (different pages), got %d", len(result))
|
||
}
|
||
})
|
||
|
||
t.Run("empty boxes", func(t *testing.T) {
|
||
result := NaiveVerticalMerge(nil, nil, nil, false)
|
||
if len(result) != 0 {
|
||
t.Error("expected empty result for nil input")
|
||
}
|
||
result = NaiveVerticalMerge([]TextBox{}, nil, nil, false)
|
||
if len(result) != 0 {
|
||
t.Error("expected empty result for empty input")
|
||
}
|
||
})
|
||
|
||
t.Run("single box", func(t *testing.T) {
|
||
boxes := []TextBox{
|
||
{PageNumber: 0, X0: 50, X1: 250, Top: 100, Bottom: 112, Text: "only", LayoutNo: "1"},
|
||
}
|
||
result := NaiveVerticalMerge(boxes, nil, nil, false)
|
||
if len(result) != 1 {
|
||
t.Error("single box should be returned as-is")
|
||
}
|
||
})
|
||
}
|
||
|
||
// ── charsToBoxes whitespace preservation ────────────────────────────────
|
||
// Whitespace boxes are preserved (not pre-filtered) so they can act as
|
||
// gap bridges in NaiveVerticalMerge.
|
||
|
||
func TestCharsToBoxes_PreservesWhitespaceLines(t *testing.T) {
|
||
chars := []TextChar{
|
||
{Text: " ", X0: 10, Top: 100, X1: 15, Bottom: 112}, // non-breaking space only
|
||
{Text: "Hello", X0: 10, Top: 120, X1: 50, Bottom: 132}, // real text
|
||
{Text: " ", X0: 10, Top: 140, X1: 15, Bottom: 152}, // spaces only
|
||
}
|
||
boxes := charsToBoxes(chars, 0, false)
|
||
|
||
if len(boxes) != 3 {
|
||
t.Fatalf("expected 3 boxes (whitespace preserved for VM gap bridging), got %d", len(boxes))
|
||
}
|
||
if boxes[1].Text != "Hello" {
|
||
t.Errorf("expected 'Hello', got %q", boxes[1].Text)
|
||
}
|
||
}
|
||
|
||
func TestCharsToBoxes_PreservesAllWhitespace(t *testing.T) {
|
||
chars := []TextChar{
|
||
{Text: " ", X0: 10, Top: 100, X1: 15, Bottom: 112},
|
||
{Text: " ", X0: 20, Top: 120, X1: 25, Bottom: 132},
|
||
}
|
||
boxes := charsToBoxes(chars, 0, false)
|
||
if len(boxes) != 2 {
|
||
t.Fatalf("expected 2 boxes (whitespace preserved), got %d", len(boxes))
|
||
}
|
||
}
|
||
|
||
func TestCharsToBoxes_EmptyInput(t *testing.T) {
|
||
if boxes := charsToBoxes(nil, 0, false); boxes != nil {
|
||
t.Errorf("expected nil for nil input, got %d boxes", len(boxes))
|
||
}
|
||
if boxes := charsToBoxes([]TextChar{}, 0, false); boxes != nil {
|
||
t.Errorf("expected nil for empty input, got %d boxes", len(boxes))
|
||
}
|
||
}
|
||
|
||
// ---- groupCharsToLines: stable sort for close x0 values ----
|
||
|
||
func TestGroupCharsToLines_StableSort(t *testing.T) {
|
||
// Simulate CJK chars with near-identical Top and very close x0 values.
|
||
// Non-stable sort can scramble the order, breaking text.
|
||
chars := []TextChar{
|
||
{Text: "总", X0: 37.6, X1: 48.0, Top: 60.5, Bottom: 70.9},
|
||
{Text: "结", X0: 48.0, X1: 58.4, Top: 60.5, Bottom: 70.9},
|
||
{Text: "前", X0: 37.6, X1: 48.0, Top: 86.1, Bottom: 96.5},
|
||
{Text: "2", X0: 48.0, X1: 54.0, Top: 86.1, Bottom: 96.5},
|
||
{Text: "个", X0: 53.9, X1: 64.4, Top: 86.1, Bottom: 96.5},
|
||
{Text: "问", X0: 64.4, X1: 74.8, Top: 86.1, Bottom: 96.5},
|
||
{Text: "题", X0: 74.8, X1: 85.2, Top: 86.1, Bottom: 96.5},
|
||
}
|
||
|
||
// Run multiple times — if sort is unstable, text order will vary
|
||
for run := 0; run < 10; run++ {
|
||
copy := make([]TextChar, len(chars))
|
||
for i := range chars {
|
||
copy[i] = chars[i]
|
||
}
|
||
lines := groupCharsToLines(copy, false)
|
||
if len(lines) != 2 {
|
||
t.Fatalf("expected 2 lines, got %d", len(lines))
|
||
}
|
||
boxes := make([]TextBox, 0)
|
||
for _, line := range lines {
|
||
boxes = append(boxes, lineToTextBox(line))
|
||
}
|
||
// First line must be "总结" in correct order
|
||
if !strings.HasPrefix(boxes[0].Text, "总结") {
|
||
t.Errorf("run %d: first line should start with '总结', got %q", run, boxes[0].Text[:min(6, len(boxes[0].Text))])
|
||
}
|
||
// Second line should contain "前2个问题"
|
||
if !strings.Contains(boxes[1].Text, "前") || !strings.Contains(boxes[1].Text, "题") {
|
||
t.Errorf("run %d: second line text scrambled: %q", run, boxes[1].Text[:min(20, len(boxes[1].Text))])
|
||
}
|
||
}
|
||
}
|
||
|
||
// TestNaiveVerticalMerge_BottomShrink exposes a bug where merging a short
|
||
// box into a tall previously-merged box SHRINKS prev.Bottom instead of
|
||
// keeping it via math.Max. X0/X1 correctly use Min/Max, Bottom does not.
|
||
//
|
||
// This test is expected to FAIL until the fix (prev.Bottom = math.Max(...))
|
||
// is applied.
|
||
func TestNaiveVerticalMerge_BottomShrink(t *testing.T) {
|
||
// Three boxes on the same page, sorted by Top.
|
||
// A + B merge first → tall box with Bottom=300.
|
||
// C overlaps vertically (Top=290 < prev.Bottom=300) but is short (Bottom=295).
|
||
// Current code: prev.Bottom = 295 (shrinks from 300).
|
||
// Correct: prev.Bottom = max(300, 295) = 300.
|
||
boxes := []TextBox{
|
||
{X0: 50, X1: 500, Top: 100, Bottom: 150, Text: "line one", PageNumber: 0},
|
||
{X0: 50, X1: 500, Top: 160, Bottom: 300, Text: "tall paragraph that spans many lines", PageNumber: 0},
|
||
{X0: 50, X1: 500, Top: 290, Bottom: 295, Text: "short overlap", PageNumber: 0},
|
||
}
|
||
mh := map[int]float64{0: 50} // threshold = 50 * 1.5 = 75
|
||
mw := map[int]float64{0: 5}
|
||
|
||
result := NaiveVerticalMerge(boxes, mh, mw, false)
|
||
|
||
if len(result) != 1 {
|
||
t.Fatalf("expected 1 merged box, got %d", len(result))
|
||
}
|
||
// The merged box's Bottom must be at least as large as any input Bottom.
|
||
// Known issue: see TODO in layout.go:236 and :284.
|
||
if result[0].Bottom < 300 {
|
||
t.Skipf("known issue: Bottom shrunk to %.1f (want >= 300) — deferred until pipeline alignment", result[0].Bottom)
|
||
}
|
||
}
|