implementing extracting tables from pdf by pdfbox

This commit is contained in:
Atrem Petrenko 2023-11-02 11:50:50 +01:00
parent d6afb07533
commit c8ac1f7029
5 changed files with 639 additions and 26 deletions

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@ -102,14 +102,6 @@ dependencies {
developmentOnly("org.springframework.boot:spring-boot-devtools") developmentOnly("org.springframework.boot:spring-boot-devtools")
compileOnly 'org.projectlombok:lombok:1.18.28' compileOnly 'org.projectlombok:lombok:1.18.28'
annotationProcessor 'org.projectlombok:lombok:1.18.28' annotationProcessor 'org.projectlombok:lombok:1.18.28'
//// https://mvnrepository.com/artifact/technology.tabula/tabula
// implementation group: 'technology.tabula', name: 'tabula', version: '1.0.5'
// implementation files('/Users/artempetrenko/Java/Stirling-PDF/tabula-1.0.5-jar-with-dependencies.jar')
implementation fileTree(include: ['tabula-1.0.5-jar-with-dependencies.jar'],dir: 'libs')
} }

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@ -0,0 +1,120 @@
package stirling.software.SPDF.controller.api;
import com.opencsv.CSVWriter;
import io.swagger.v3.oas.annotations.Operation;
import io.swagger.v3.oas.annotations.tags.Tag;
import org.apache.pdfbox.pdmodel.PDDocument;
import org.apache.pdfbox.pdmodel.PDPage;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.http.ContentDisposition;
import org.springframework.http.HttpHeaders;
import org.springframework.http.MediaType;
import org.springframework.http.ResponseEntity;
import org.springframework.web.bind.annotation.*;
import stirling.software.SPDF.controller.api.strippers.PDFTableStripper;
import stirling.software.SPDF.model.api.extract.PDFFilePage;
import java.awt.*;
import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.io.StringWriter;
import java.util.ArrayList;
import java.util.List;
@RestController
@RequestMapping("/api/v1/extract/pdf-to-csv")
@Tag(name = "General", description = "General APIs")
public class ExtractController {
private static final Logger logger = LoggerFactory.getLogger(CropController.class);
@PostMapping(consumes = "multipart/form-data")
@Operation(summary = "Extracts a PDF document to csv", description = "This operation takes an input PDF file and returns CSV file of whole page. Input:PDF Output:CSV Type:SISO")
public ResponseEntity<String> PdfToCsv(@ModelAttribute PDFFilePage form)
throws IOException {
ArrayList<String> tableData = new ArrayList<>();
int columnsCount = 0;
try (PDDocument document = PDDocument.load(new ByteArrayInputStream(form.getFileInput().getBytes()))) {
final double res = 72; // PDF units are at 72 DPI
PDFTableStripper stripper = new PDFTableStripper();
stripper.setSortByPosition(true);
stripper.setRegion(new Rectangle((int) Math.round(1.0 * res), (int) Math.round(1 * res), (int) Math.round(6 * res), (int) Math.round(9.0 * res)));
PDPage pdPage = document.getPage(form.getPageId() - 1);
stripper.extractTable(pdPage);
columnsCount = stripper.getColumns();
for (int c = 0; c < columnsCount; ++c) {
for(int r=0; r<stripper.getRows(); ++r) {
tableData.add(stripper.getText(r, c));
}
}
}
ArrayList<String> notEmptyColumns = new ArrayList<>();
for (String item: tableData) {
if(!item.trim().isEmpty()){
notEmptyColumns.add(item);
}else{
columnsCount--;
}
}
List<String> fullTable = notEmptyColumns.stream().map((entity)->
entity.replace('\n',' ').replace('\r',' ').trim().replaceAll("\\s{2,}", "|")).toList();
int rowsCount = fullTable.get(0).split("\\|").length;
ArrayList<String> headersList = getTableHeaders(columnsCount,fullTable);
ArrayList<String> recordList = getRecordsList(rowsCount,fullTable);
StringWriter writer = new StringWriter();
try (CSVWriter csvWriter = new CSVWriter(writer)) {
csvWriter.writeNext(headersList.toArray(new String[0]));
for (String record : recordList) {
csvWriter.writeNext(record.split("\\|"));
}
}
HttpHeaders headers = new HttpHeaders();
headers.setContentDisposition(ContentDisposition.builder("attachment").filename(form.getFileInput().getOriginalFilename().replaceFirst("[.][^.]+$", "") + "_extracted.csv").build());
headers.setContentType(MediaType.parseMediaType("text/csv"));
return ResponseEntity.ok()
.headers(headers)
.body(writer.toString());
}
private ArrayList<String> getRecordsList( int rowsCounts ,List<String> items){
ArrayList<String> recordsList = new ArrayList<>();
for (int b=1; b<rowsCounts;b++) {
StringBuilder strbldr = new StringBuilder();
for (int i=0;i<items.size();i++){
String[] parts = items.get(i).split("\\|");
strbldr.append(parts[b]);
if (i!= items.size()-1){
strbldr.append("|");
}
}
recordsList.add(strbldr.toString());
}
return recordsList;
}
private ArrayList<String> getTableHeaders(int columnsCount, List<String> items){
ArrayList<String> resultList = new ArrayList<>();
for (int i=0;i<columnsCount;i++){
String[] parts = items.get(i).split("\\|");
resultList.add(parts[0]);
}
return resultList;
}
}

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@ -0,0 +1,354 @@
package stirling.software.SPDF.controller.api.strippers;
import org.apache.fontbox.util.BoundingBox;
import org.apache.pdfbox.pdmodel.PDPage;
import org.apache.pdfbox.pdmodel.common.PDRectangle;
import org.apache.pdfbox.pdmodel.font.PDFont;
import org.apache.pdfbox.pdmodel.font.PDType3Font;
import org.apache.pdfbox.text.PDFTextStripper;
import org.apache.pdfbox.text.PDFTextStripperByArea;
import org.apache.pdfbox.text.TextPosition;
import java.awt.*;
import java.awt.geom.AffineTransform;
import java.awt.geom.Rectangle2D;
import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.util.List;
import java.util.*;
/**
*
* Class to extract tabular data from a PDF.
* Works by making a first pass of the page to group all nearby text items
* together, and then inferring a 2D grid from these regions. Each table cell
* is then extracted using a PDFTextStripperByArea object.
*
* Works best when
* headers are included in the detected region, to ensure representative text
* in every column.
*
* Based upon DrawPrintTextLocations PDFBox example
* (https://svn.apache.org/viewvc/pdfbox/trunk/examples/src/main/java/org/apache/pdfbox/examples/util/DrawPrintTextLocations.java)
*
* @author Beldaz
*/
public class PDFTableStripper extends PDFTextStripper
{
/**
* This will print the documents data, for each table cell.
*
* @param args The command line arguments.
*
* @throws IOException If there is an error parsing the document.
*/
/*
* Used in methods derived from DrawPrintTextLocations
*/
private AffineTransform flipAT;
private AffineTransform rotateAT;
/**
* Regions updated by calls to writeString
*/
private Set<Rectangle2D> boxes;
// Border to allow when finding intersections
private double dx = 1.0; // This value works for me, feel free to tweak (or add setter)
private double dy = 0.000; // Rows of text tend to overlap, so need to extend
/**
* Region in which to find table (otherwise whole page)
*/
private Rectangle2D regionArea;
/**
* Number of rows in inferred table
*/
private int nRows=0;
/**
* Number of columns in inferred table
*/
private int nCols=0;
/**
* This is the object that does the text extraction
*/
private PDFTextStripperByArea regionStripper;
/**
* 1D intervals - used for calculateTableRegions()
* @author Beldaz
*
*/
public static class Interval {
double start;
double end;
public Interval(double start, double end) {
this.start=start; this.end = end;
}
public void add(Interval col) {
if(col.start<start)
start = col.start;
if(col.end>end)
end = col.end;
}
public static void addTo(Interval x, LinkedList<Interval> columns) {
int p = 0;
Iterator<Interval> it = columns.iterator();
// Find where x should go
while(it.hasNext()) {
Interval col = it.next();
if(x.end>=col.start) {
if(x.start<=col.end) { // overlaps
x.add(col);
it.remove();
}
break;
}
++p;
}
while(it.hasNext()) {
Interval col = it.next();
if(x.start>col.end)
break;
x.add(col);
it.remove();
}
columns.add(p, x);
}
}
/**
* Instantiate a new PDFTableStripper object.
*
* @param document
* @throws IOException If there is an error loading the properties.
*/
public PDFTableStripper() throws IOException
{
super.setShouldSeparateByBeads(false);
regionStripper = new PDFTextStripperByArea();
regionStripper.setSortByPosition( true );
}
/**
* Define the region to group text by.
*
* @param rect The rectangle area to retrieve the text from.
*/
public void setRegion(Rectangle2D rect )
{
regionArea = rect;
}
public int getRows()
{
return nRows;
}
public int getColumns()
{
return nCols;
}
/**
* Get the text for the region, this should be called after extractTable().
*
* @return The text that was identified in that region.
*/
public String getText(int row, int col)
{
return regionStripper.getTextForRegion("el"+col+"x"+row);
}
public void extractTable(PDPage pdPage) throws IOException
{
setStartPage(getCurrentPageNo());
setEndPage(getCurrentPageNo());
boxes = new HashSet<Rectangle2D>();
// flip y-axis
flipAT = new AffineTransform();
flipAT.translate(0, pdPage.getBBox().getHeight());
flipAT.scale(1, -1);
// page may be rotated
rotateAT = new AffineTransform();
int rotation = pdPage.getRotation();
if (rotation != 0)
{
PDRectangle mediaBox = pdPage.getMediaBox();
switch (rotation)
{
case 90:
rotateAT.translate(mediaBox.getHeight(), 0);
break;
case 270:
rotateAT.translate(0, mediaBox.getWidth());
break;
case 180:
rotateAT.translate(mediaBox.getWidth(), mediaBox.getHeight());
break;
default:
break;
}
rotateAT.rotate(Math.toRadians(rotation));
}
// Trigger processing of the document so that writeString is called.
try (Writer dummy = new OutputStreamWriter(new ByteArrayOutputStream())) {
super.output = dummy;
super.processPage(pdPage);
}
Rectangle2D[][] regions = calculateTableRegions();
// System.err.println("Drawing " + nCols + "x" + nRows + "="+ nRows*nCols + " regions");
for(int i=0; i<nCols; ++i) {
for(int j=0; j<nRows; ++j) {
final Rectangle2D region = regions[i][j];
regionStripper.addRegion("el"+i+"x"+j, region);
}
}
regionStripper.extractRegions(pdPage);
}
/**
* Infer a rectangular grid of regions from the boxes field.
*
* @return 2D array of table regions (as Rectangle2D objects). Note that
* some of these regions may have no content.
*/
private Rectangle2D[][] calculateTableRegions() {
// Build up a list of all table regions, based upon the populated
// regions of boxes field. Treats the horizontal and vertical extents
// of each box as distinct
LinkedList<Interval> columns = new LinkedList<Interval>();
LinkedList<Interval> rows = new LinkedList<Interval>();
for(Rectangle2D box: boxes) {
Interval x = new Interval(box.getMinX(), box.getMaxX());
Interval y = new Interval(box.getMinY(), box.getMaxY());
Interval.addTo(x, columns);
Interval.addTo(y, rows);
}
nRows = rows.size();
nCols = columns.size();
Rectangle2D[][] regions = new Rectangle2D[nCols][nRows];
int i=0;
// Label regions from top left, rather than the transformed orientation
for(Interval column: columns) {
int j=0;
for(Interval row: rows) {
regions[nCols-i-1][nRows-j-1] = new Rectangle2D.Double(column.start, row.start, column.end - column.start, row.end - row.start);
++j;
}
++i;
}
return regions;
}
/**
* Register each character's bounding box, updating boxes field to maintain
* a list of all distinct groups of characters.
*
* Overrides the default functionality of PDFTextStripper.
* Most of this is taken from DrawPrintTextLocations.java, with extra steps
* at end of main loop
*/
@Override
protected void writeString(String string, List<TextPosition> textPositions) throws IOException
{
for (TextPosition text : textPositions)
{
// glyph space -> user space
// note: text.getTextMatrix() is *not* the Text Matrix, it's the Text Rendering Matrix
AffineTransform at = text.getTextMatrix().createAffineTransform();
PDFont font = text.getFont();
BoundingBox bbox = font.getBoundingBox();
// advance width, bbox height (glyph space)
float xadvance = font.getWidth(text.getCharacterCodes()[0]); // todo: should iterate all chars
Rectangle2D.Float rect = new Rectangle2D.Float(0, bbox.getLowerLeftY(), xadvance, bbox.getHeight());
if (font instanceof PDType3Font)
{
// bbox and font matrix are unscaled
at.concatenate(font.getFontMatrix().createAffineTransform());
}
else
{
// bbox and font matrix are already scaled to 1000
at.scale(1/1000f, 1/1000f);
}
Shape s = at.createTransformedShape(rect);
s = flipAT.createTransformedShape(s);
s = rotateAT.createTransformedShape(s);
//
// Merge character's bounding box with boxes field
//
Rectangle2D bounds = s.getBounds2D();
// Pad sides to detect almost touching boxes
Rectangle2D hitbox = bounds.getBounds2D();
hitbox.add(bounds.getMinX() - dx , bounds.getMinY() - dy);
hitbox.add(bounds.getMaxX() + dx , bounds.getMaxY() + dy);
// Find all overlapping boxes
List<Rectangle2D> intersectList = new ArrayList<Rectangle2D>();
for(Rectangle2D box: boxes) {
if(box.intersects(hitbox)) {
intersectList.add(box);
}
}
// Combine all touching boxes and update
// (NOTE: Potentially this could leave some overlapping boxes un-merged,
// but it's sufficient for now and get's fixed up in calculateTableRegions)
for(Rectangle2D box: intersectList) {
bounds.add(box);
boxes.remove(box);
}
boxes.add(bounds);
}
}
/**
* This method does nothing in this derived class, because beads and regions are incompatible. Beads are
* ignored when stripping by area.
*
* @param aShouldSeparateByBeads The new grouping of beads.
*/
@Override
public final void setShouldSeparateByBeads(boolean aShouldSeparateByBeads)
{
}
/**
* Adapted from PDFTextStripperByArea
* {@inheritDoc}
*/
@Override
protected void processTextPosition( TextPosition text )
{
if(regionArea!=null && !regionArea.contains( text.getX(), text.getY() ) ) {
// skip character
} else {
super.processTextPosition( text );
}
}
}

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@ -0,0 +1,18 @@
package stirling.software.SPDF.model.api.extract;
import io.swagger.v3.oas.annotations.media.Schema;
import lombok.Data;
import lombok.EqualsAndHashCode;
import stirling.software.SPDF.model.api.PDFFile;
@Data
@EqualsAndHashCode(callSuper=true)
public class PDFFilePage extends PDFFile {
@Schema(description = "Number of chosen page", type = "number")
private int pageId;
}

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@ -1,29 +1,158 @@
<!DOCTYPE html> <!DOCTYPE html>
<html th:lang="${#locale.toString()}" th:lang-direction="#{language.direction}" xmlns:th="http://www.thymeleaf.org"> <html th:lang="${#locale.toString()}" th:lang-direction="#{language.direction}" xmlns:th="http://www.thymeleaf.org">
<th:block th:insert="~{fragments/common :: head(title=#{PDFToXML.title})}"></th:block> <th:block th:insert="~{fragments/common :: head(title=#{PDFToCSV.title})}"></th:block>
<body> <body>
<th:block th:insert="~{fragments/common :: game}"></th:block> <div id="page-container">
<div id="page-container">
<div id="content-wrap"> <div id="content-wrap">
<div th:insert="~{fragments/navbar.html :: navbar}"></div>
<br> <br>
<div class="container"> <div class="container">
<div class="row justify-content-center"> <div class="row justify-content-center">
<div class="col-md-6"> <div class="col-md-6">
<h2 th:text="#{PDFToCSV.header}"></h2> <h2 th:text="#{PDFToCSV.header}"></h2>
<form method="post" enctype="multipart/form-data" th:action="@{api/v1/convert/pdf/csv}"> <form id="PDFToCSVForm" th:action="@{api/v1/extract/pdf-to-csv}" method="post" enctype="multipart/form-data">
<input id="pageId" type="hidden" name="pageId" />
<div th:replace="~{fragments/common :: fileSelector(name='fileInput', multiple=false, accept='application/pdf')}"></div> <div th:replace="~{fragments/common :: fileSelector(name='fileInput', multiple=false, accept='application/pdf')}"></div>
<br> <button type="submit" class="btn btn-primary" th:text="#{PDFToCSV.submit}"></button>
<button type="submit" id="submitBtn" class="btn btn-primary" th:text="#{PDFToCSV.submit}"></button>
</form> </form>
<p class="mt-3" th:text="#{PDFToCSV.credit}"></p> <p id="instruction-text" style="margin: 0; display: none">Choose page to extract table</p>
<div style="position: relative; display: inline-block;">
<div>
<div style="display:none ;margin: 3px;position: absolute;top: 0;width: 120px;justify-content:space-between;z-index: 10" id="pagination-button-container">
<button id='previous-page-btn' style='opacity: 80% ; width: 50px; height: 30px; display: flex;align-items: center;justify-content: center; background: grey; color: #ffffff; ;border: none;outline: none; border-radius: 4px;'> < </button>
<button id='next-page-btn' style='opacity: 80% ; width: 50px; height: 30px; display: flex;align-items: center;justify-content: center; background: grey; color: #ffffff; ;border: none;outline: none; border-radius: 4px;'> > </button>
</div>
<canvas id="crop-pdf-canvas" style="position: absolute; top: 0; left: 0; z-index: 1;"></canvas>
</div>
<canvas id="overlayCanvas" style="position: absolute; top: 0; left: 0; z-index: 2;"></canvas>
</div>
<script>
let pdfCanvas = document.getElementById('crop-pdf-canvas');
let overlayCanvas = document.getElementById('overlayCanvas');
// let paginationBtnContainer = ;
let context = pdfCanvas.getContext('2d');
let btn1Object = document.getElementById('previous-page-btn');
let btn2Object = document.getElementById('next-page-btn');
overlayCanvas.width = pdfCanvas.width;
overlayCanvas.height = pdfCanvas.height;
let fileInput = document.getElementById('fileInput-input');
let file;
let pdfDoc = null;
let pageId = document.getElementById('pageId');
let currentPage = 1;
let totalPages = 0;
let startX = 0;
let startY = 0;
let rectWidth = 0;
let rectHeight = 0;
btn1Object.addEventListener('click',function (e){
if (currentPage !== 1) {
currentPage = currentPage - 1;
pageId.value = currentPage;
if (file.type === 'application/pdf') {
let reader = new FileReader();
reader.onload = function (ev) {
let typedArray = new Uint8Array(reader.result);
pdfjsLib.GlobalWorkerOptions.workerSrc = 'pdfjs/pdf.worker.js'
pdfjsLib.getDocument(typedArray).promise.then(function (pdf) {
pdfDoc = pdf;
totalPages = pdf.numPages;
renderPage(currentPage);
});
};
reader.readAsArrayBuffer(file);
}
}
});
btn2Object.addEventListener('click',function (e){
if (currentPage !== totalPages){
currentPage=currentPage+1;
pageId.value = currentPage;
if (file.type === 'application/pdf') {
let reader = new FileReader();
reader.onload = function(ev) {
let typedArray = new Uint8Array(reader.result);
pdfjsLib.GlobalWorkerOptions.workerSrc = 'pdfjs/pdf.worker.js'
pdfjsLib.getDocument(typedArray).promise.then(function(pdf) {
pdfDoc = pdf;
totalPages = pdf.numPages;
renderPage(currentPage);
});
};
reader.readAsArrayBuffer(file);
}
}
});
fileInput.addEventListener('change', function(e) {
file = e.target.files[0];
if (file.type === 'application/pdf') {
let reader = new FileReader();
reader.onload = function(ev) {
let typedArray = new Uint8Array(reader.result);
pdfjsLib.GlobalWorkerOptions.workerSrc = 'pdfjs/pdf.worker.js'
pdfjsLib.getDocument(typedArray).promise.then(function(pdf) {
pdfDoc = pdf;
totalPages = pdf.numPages;
renderPage(currentPage);
});
pageId.value = currentPage;
};
reader.readAsArrayBuffer(file);
document.getElementById("pagination-button-container").style.display="flex";
document.getElementById("instruction-text").style.display="block";
}
});
function renderPage(pageNumber) {
pdfDoc.getPage(pageNumber).then(function(page) {
let viewport = page.getViewport({ scale: 1.0 });
pdfCanvas.width = viewport.width;
pdfCanvas.height = viewport.height;
overlayCanvas.width = viewport.width; // Match overlay canvas size with PDF canvas
overlayCanvas.height = viewport.height;
let renderContext = { canvasContext: context, viewport: viewport };
page.render(renderContext);
pdfCanvas.classList.add("shadow-canvas");
});
}
</script>
</div> </div>
</div> </div>
</div> </div>
</div> </div>
<div th:insert="~{fragments/footer.html :: footer}"></div> <div th:insert="~{fragments/footer.html :: footer}"></div>
</div> </div>
</body> </body>
</html> </html>