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ragflow/internal/deepdoc/parser/pdf/table_section_test.go

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package parser
import (
"context"
"image"
"strings"
"testing"
)
// TestTableSection_TextFromTSR verifies that table Sections carry
// TSR-structured text (from TableItem.Rows) rather than raw char text.
// Python _parse_loaded_window_into_bboxes runs _extract_table_figure
// which pops table boxes and replaces them with consolidated table
// entries. Go backfills Section.Text from TableItem.Rows after
// linkTableSections.
func TestTableSection_TextFromTSR(t *testing.T) {
eng := &mockEngine{
pageCount: 1,
renderW: 900, // 300pt at 3x = 900px (216 DPI)
renderH: 600,
chars: map[int][]TextChar{0: {
// PDF space (72 DPI): well inside DLA region
{X0: 50, X1: 70, Top: 40, Bottom: 55, Text: "姓"},
{X0: 80, X1: 100, Top: 40, Bottom: 55, Text: "名"},
}},
}
mock := &MockDocAnalyzer{
Healthy: true,
// DLA table region in pixel space (216 DPI).
// PDF space: x0=100/3≈33, y0=80/3≈27, x1=500/3≈167, y1=300/3≈100.
DLARegions: []DLARegion{
{X0: 100, Y0: 80, X1: 500, Y1: 300, Label: "table", Confidence: 0.9},
},
// TSR returns structured 2x2 cells with text.
// Pixel space (relative to cropped region).
TSRCells: []TSRCell{
{X0: 0, Y0: 0, X1: 200, Y1: 100, Text: "姓名", Label: "table column header"},
{X0: 200, Y0: 0, X1: 460, Y1: 100, Text: "年龄", Label: "table column header"},
{X0: 0, Y0: 100, X1: 200, Y1: 220, Text: "张三", Label: "table row"},
{X0: 200, Y0: 100, X1: 460, Y1: 220, Text: "25", Label: "table row"},
},
}
p := NewParser(DefaultParserConfig(), mock)
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
// ── Assert 1: Tables exist (Cells are filled by constructTable later) ──
if len(result.Tables) == 0 {
t.Fatal("expected at least 1 TableItem")
}
tbl := result.Tables[0]
if len(tbl.Cells) == 0 {
t.Fatal("expected TSR cells in TableItem")
}
// ── Assert 2: A table section exists with HTML output ──
var tableSections []Section
for _, s := range result.Sections {
if s.LayoutType == "table" {
tableSections = append(tableSections, s)
}
}
if len(tableSections) == 0 {
t.Fatal("expected at least 1 section with LayoutType=='table'")
}
ts := tableSections[0]
// ── Assert 3: Section.Text is HTML table from constructTable ──
if !strings.HasPrefix(ts.Text, "<table>") {
t.Errorf("table Section.Text = %q, want HTML <table>", ts.Text)
}
// TSR cells have pre-filled text ("姓名", "年龄", "张三", "25") —
// fillCellTextFromBoxes preserves it since cells already have text.
if !strings.Contains(ts.Text, "姓名") || !strings.Contains(ts.Text, "年龄") {
t.Errorf("table HTML should contain cell text, got %q", ts.Text)
}
}
// TestEnrichWithDeepDoc_ImageOnlyPage verifies that enrichWithDeepDoc
// runs DLA on pages that have images but zero embedded chars (boxes).
// Regression test for test.pdf (Go 0 tables, Py 1 table).
func TestEnrichWithDeepDoc_ImageOnlyPage(t *testing.T) {
mock := &MockDocAnalyzer{
Healthy: true,
DLARegions: []DLARegion{
{X0: 54, Y0: 100, X1: 846, Y1: 500, Label: "table", Confidence: 0.95},
},
TSRCells: []TSRCell{
{X0: 0, Y0: 0, X1: 200, Y1: 100, Text: "A", Label: "table row"},
},
}
p := NewParser(DefaultParserConfig(), mock)
// 0 text boxes, but page 0 has a rendered image.
boxes := []TextBox{}
dummyImg := image.NewRGBA(image.Rect(0, 0, 900, 600))
pageImages := map[int]image.Image{0: dummyImg}
tables := p.enrichWithDeepDoc(context.Background(), nil, boxes, pageImages)
if len(tables) == 0 {
t.Fatal("enrichWithDeepDoc: expected at least 1 table from DLA on page with image but no boxes, got 0")
}
if len(tables[0].Cells) == 0 {
t.Fatal("enrichWithDeepDoc: expected TSR cells in table")
}
}
// TestMergeCaptions_Unit verifies mergeCaptions directly without full pipeline.
func TestMergeCaptions_Unit(t *testing.T) {
sections := []Section{
{Text: "F", LayoutType: "figure", Positions: []Position{{PageNumbers: []int{0, 0}, Left: 40, Right: 60, Top: 30, Bottom: 45}}},
{Text: "C", LayoutType: "figure caption", Positions: []Position{{PageNumbers: []int{0, 0}, Left: 40, Right: 60, Top: 80, Bottom: 95}}},
}
figures := CollectFigures(sections)
result := mergeCaptions(sections, figures)
// Caption removed.
if len(result) != 1 {
t.Fatalf("expected 1 section after merge, got %d", len(result))
}
// Figure text includes caption.
if !strings.Contains(result[0].Text, "C") {
t.Errorf("expected figure Text to contain caption 'C', got %q", result[0].Text)
}
if result[0].LayoutType != "figure" {
t.Errorf("expected figure LayoutType, got %q", result[0].LayoutType)
}
}
// TestMergeCaptions_TableCaption verifies table caption merging directly.
func TestMergeCaptions_TableCaption(t *testing.T) {
sections := []Section{
{Text: "T", LayoutType: "table", Positions: []Position{{PageNumbers: []int{0, 0}, Left: 40, Right: 60, Top: 30, Bottom: 45}}},
{Text: "C", LayoutType: "table caption", Positions: []Position{{PageNumbers: []int{0, 0}, Left: 40, Right: 60, Top: 80, Bottom: 95}}},
}
figures := CollectFigures(sections)
result := mergeCaptions(sections, figures)
if len(result) != 1 {
t.Fatalf("expected 1 section after merge, got %d", len(result))
}
if !strings.Contains(result[0].Text, "C") {
t.Errorf("expected table Text to contain caption 'C', got %q", result[0].Text)
}
}
// TestFigureCaption_MergedIntoFigure verifies that "figure caption" text
// is merged into the nearest "figure" Section and the caption Section is
// removed. Matches Python _extract_table_figure caption matching.
func TestFigureCaption_MergedIntoFigure(t *testing.T) {
eng := &mockEngine{
pageCount: 1,
renderW: 1800, renderH: 2400,
chars: map[int][]TextChar{0: {
// Figure text — overlaps DLA figure region (pixel Y=80-300 → PDF 27-100).
{X0: 40, X1: 60, Top: 30, Bottom: 45, Text: "F"},
// Caption text — overlaps DLA figure caption region (pixel Y=310-340 → PDF 103-113).
{X0: 40, X1: 60, Top: 104, Bottom: 112, Text: "C"},
}},
}
mock := &MockDocAnalyzer{
Healthy: true,
DLARegions: []DLARegion{
{X0: 100, Y0: 80, X1: 500, Y1: 300, Label: "figure", Confidence: 0.9},
// Caption is below the figure.
{X0: 100, Y0: 310, X1: 500, Y1: 340, Label: "figure caption", Confidence: 0.9},
},
}
p := NewParser(DefaultParserConfig(), mock)
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
// Assert 1: figure caption Section removed.
for _, s := range result.Sections {
if s.LayoutType == "figure caption" {
t.Errorf("figure caption Section should be removed after mergeCaptions, got %q", s.Text)
}
}
// Assert 2: figure Section exists and has caption text appended.
var fig *Section
for i := range result.Sections {
if result.Sections[i].LayoutType == "figure" {
fig = &result.Sections[i]
break
}
}
if fig == nil {
t.Fatal("expected a figure Section")
}
if !strings.Contains(fig.Text, "C") {
t.Errorf("figure Text should contain caption text 'C', got %q", fig.Text)
}
// Assert 3: figure is in result.Figures.
if len(result.Figures) == 0 {
t.Error("expected at least 1 entry in result.Figures")
}
}
// TestTableCaption_MergedIntoTable verifies that "table caption" text
// is merged into the nearest table Section and the caption is removed.
func TestTableCaption_MergedIntoTable(t *testing.T) {
eng := &mockEngine{
pageCount: 1,
renderW: 1800, renderH: 2400,
chars: map[int][]TextChar{0: {
// Table text — overlaps DLA table region (pixel Y=80-300 → PDF 27-100).
{X0: 40, X1: 60, Top: 30, Bottom: 45, Text: "T"},
// Caption text — overlaps DLA table caption region (pixel Y=310-340 → PDF 103-113).
{X0: 40, X1: 60, Top: 104, Bottom: 112, Text: "C"},
}},
}
mock := &MockDocAnalyzer{
Healthy: true,
DLARegions: []DLARegion{
{X0: 100, Y0: 80, X1: 500, Y1: 300, Label: "table", Confidence: 0.9},
{X0: 100, Y0: 310, X1: 500, Y1: 340, Label: "table caption", Confidence: 0.9},
},
TSRCells: []TSRCell{
{X0: 0, Y0: 0, X1: 200, Y1: 100, Text: "A", Label: "table row"},
{X0: 200, Y0: 0, X1: 460, Y1: 100, Text: "B", Label: "table row"},
},
}
p := NewParser(DefaultParserConfig(), mock)
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
// Assert: table caption Section removed, text merged into table Section.
for _, s := range result.Sections {
if s.LayoutType == "table caption" {
t.Errorf("table caption Section should be removed, got %q", s.Text)
}
}
var tbl *Section
for i := range result.Sections {
if result.Sections[i].LayoutType == "table" {
tbl = &result.Sections[i]
break
}
}
if tbl == nil {
t.Fatal("expected a table Section")
}
if !strings.Contains(tbl.Text, "C") {
t.Errorf("table Text should contain caption text 'C', got %q", tbl.Text)
}
}
// TestTextSectionsInsideTableRegion_Suppressed verifies that Sections
// whose positions fall inside a table region are suppressed even when
// DLA labeled them as "text". Python _extract_table_figure pops ALL
// boxes overlapping a table region, regardless of their DLA label.
// This is the #1 cause of Go vs Python discrepancy on table-heavy PDFs.
func TestTextSectionsInsideTableRegion_Suppressed(t *testing.T) {
eng := &mockEngine{
pageCount: 1,
renderW: 1800, renderH: 2400,
chars: map[int][]TextChar{0: {
// Box A: inside DLA table region, labeled as "text" by DLA.
{X0: 50, X1: 100, Top: 40, Bottom: 55, Text: "碎片文字"},
// Box B: inside DLA table region, same situation.
{X0: 120, X1: 160, Top: 40, Bottom: 55, Text: "垃圾"},
}},
}
// DLA returns a "table" region AND a "text" sub-region inside it.
// Real DLA often splits large table regions this way.
mock := &MockDocAnalyzer{
Healthy: true,
DLARegions: []DLARegion{
{X0: 100, Y0: 80, X1: 500, Y1: 300, Label: "table", Confidence: 0.9},
{X0: 120, Y0: 100, X1: 180, Y1: 140, Label: "text", Confidence: 0.8},
},
TSRCells: []TSRCell{
{X0: 0, Y0: 0, X1: 200, Y1: 100, Text: "姓名", Label: "table row"},
{X0: 200, Y0: 0, X1: 460, Y1: 100, Text: "年龄", Label: "table row"},
},
}
p := NewParser(DefaultParserConfig(), mock)
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
// Assert 1: table Section exists with structured text.
var hasTable bool
for _, s := range result.Sections {
if s.LayoutType == "table" && s.Text != "" {
hasTable = true
break
}
}
if !hasTable {
t.Fatal("expected a table Section with structured text")
}
// Assert 2: NO "text" fragment sections remain — they were inside
// the table region and should be suppressed (Python pops them).
for _, s := range result.Sections {
if s.LayoutType != "table" && strings.Contains(s.Text, "碎片") {
t.Errorf("text fragment %q inside table region should be suppressed, got %q",
s.Text, s.LayoutType)
}
if s.LayoutType != "table" && strings.Contains(s.Text, "垃圾") {
t.Errorf("text fragment %q inside table region should be suppressed, got %q",
s.Text, s.LayoutType)
}
}
sectionCount := len(result.Sections)
if sectionCount > 3 {
t.Errorf("expected ≤3 sections (table + outside fragments), got %d", sectionCount)
}
}
// TestEmptyDoc_NoCrash verifies Parse handles edge cases gracefully.
func TestEmptyDoc_NoCrash(t *testing.T) {
eng := &mockEngine{pageCount: 0}
p := NewParser(DefaultParserConfig(), &MockDocAnalyzer{Healthy: true, Model: ModelSaas})
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
if len(result.Sections) != 0 {
t.Errorf("expected 0 sections for empty doc, got %d", len(result.Sections))
}
}
// TestNilChars_handled verifies zero-chars pages don't crash.
func TestNilChars_Handled(t *testing.T) {
eng := &mockEngine{pageCount: 1, renderW: 200, renderH: 200}
p := NewParser(DefaultParserConfig(), &MockDocAnalyzer{Healthy: true, Model: ModelSaas})
result, err := p.Parse(context.Background(), eng)
if err != nil {
t.Fatalf("Parse: %v", err)
}
if len(result.Sections) != 0 && p.DeepDoc != nil {
t.Logf("nil chars + DeepDoc: sections=%d (may trigger OCR path)", len(result.Sections))
}
}
// TestMergeCaptions_EuclideanDistance verifies that caption matching uses
// squared Euclidean distance (center-to-center), not Y-only distance.
// Two captions at different X positions — the one closer by Euclidean
// distance wins, even if its Y distance is slightly larger.
func TestMergeCaptions_EuclideanDistance(t *testing.T) {
sections := []Section{
{Text: "F", LayoutType: "figure", Positions: []Position{
{PageNumbers: []int{0, 0}, Left: 0, Right: 100, Top: 0, Bottom: 50},
}},
// Caption A: directly below figure (dx=0, dy=20) → Euclidean = 20²
{Text: "close", LayoutType: "figure caption", Positions: []Position{
{PageNumbers: []int{0, 0}, Left: 0, Right: 100, Top: 70, Bottom: 80},
}},
}
figures := CollectFigures(sections)
result := mergeCaptions(sections, figures)
// Caption merged into figure — verified by figure Text containing caption.
if len(result) != 1 {
t.Fatalf("expected 1 section after merge, got %d", len(result))
}
if !strings.Contains(result[0].Text, "close") {
t.Errorf("figure Text should contain caption 'close', got %q", result[0].Text)
}
}
// mockEngine is a minimal PDFEngine stub for unit tests.
type mockEngine struct {
chars map[int][]TextChar
pageCount int
renderW int
renderH int
}
func (m *mockEngine) ExtractChars(pg int) ([]TextChar, error) {
return m.chars[pg], nil
}
func (m *mockEngine) RenderPage(pg int, dpi float64) ([]byte, error) {
w, h := m.renderW, m.renderH
if w <= 0 {
w = 595
}
if h <= 0 {
h = 842
}
return nil, nil
}
func (m *mockEngine) RenderPageImage(pg int, dpi float64) (image.Image, error) {
w, h := m.renderW, m.renderH
if w <= 0 {
w = 100
}
if h <= 0 {
h = 100
}
return image.NewRGBA(image.Rect(0, 0, w, h)), nil
}
func (m *mockEngine) PageCount() (int, error) {
if m.pageCount <= 0 {
return 1, nil
}
return m.pageCount, nil
}
func (m *mockEngine) RawData() []byte { return nil }
func (m *mockEngine) Close() error { return nil }