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Merge pull request #348 from alibaba/0104-yuluo/pdf-tables
feat:add pdf tables parse
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community/document-parsers/document-parser-pdf-tables/pom.xml
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
~ Copyright 2024-2025 the original author or authors. | ||
~ | ||
~ Licensed under the Apache License, Version 2.0 (the "License"); | ||
~ you may not use this file except in compliance with the License. | ||
~ You may obtain a copy of the License at | ||
~ | ||
~ https://www.apache.org/licenses/LICENSE-2.0 | ||
~ | ||
~ Unless required by applicable law or agreed to in writing, software | ||
~ distributed under the License is distributed on an "AS IS" BASIS, | ||
~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
~ See the License for the specific language governing permissions and | ||
~ limitations under the License. | ||
--> | ||
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<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<parent> | ||
<groupId>com.alibaba.cloud.ai</groupId> | ||
<artifactId>spring-ai-alibaba</artifactId> | ||
<version>${revision}</version> | ||
<relativePath>../../../pom.xml</relativePath> | ||
</parent> | ||
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<artifactId>document-parser-pdf-tables</artifactId> | ||
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<properties> | ||
<maven.compiler.source>17</maven.compiler.source> | ||
<maven.compiler.target>17</maven.compiler.target> | ||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
</properties> | ||
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<dependencies> | ||
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<dependency> | ||
<groupId>com.alibaba.cloud.ai</groupId> | ||
<artifactId>spring-ai-alibaba-core</artifactId> | ||
<version>${project.parent.version}</version> | ||
</dependency> | ||
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<!-- test dependencies --> | ||
<dependency> | ||
<groupId>org.springframework.ai</groupId> | ||
<artifactId>spring-ai-test</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
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<dependency> | ||
<groupId>fr.neolegal</groupId> | ||
<artifactId>tabula</artifactId> | ||
<version>1.0.12</version> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.springframework.boot</groupId> | ||
<artifactId>spring-boot-maven-plugin</artifactId> | ||
<version>${spring-boot.version}</version> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
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</project> |
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...rser-pdf-tables/src/main/java/com/alibaba/cloud/ai/parser/pdf/tables/PdfTablesParser.java
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/* | ||
* Copyright 2024-2025 the original author or authors. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.alibaba.cloud.ai.parser.pdf.tables; | ||
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import java.io.InputStream; | ||
import java.util.ArrayList; | ||
import java.util.Collections; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.stream.Collectors; | ||
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import com.alibaba.cloud.ai.document.DocumentParser; | ||
import org.apache.pdfbox.pdmodel.PDDocument; | ||
import technology.tabula.ObjectExtractor; | ||
import technology.tabula.Page; | ||
import technology.tabula.Table; | ||
import technology.tabula.extractors.SpreadsheetExtractionAlgorithm; | ||
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import org.springframework.ai.document.Document; | ||
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/** | ||
* The purpose of this class is to extract tabular data from PDF files, compared to Apache | ||
* Pdfbox. Tabula is more recognizable. tabula-java: | ||
* <a href="https://github.com/tabulapdf/tabula-java">tabula-java</a> return | ||
* List<Document> {@link Document} | ||
* | ||
* @author yuluo | ||
* @author <a href="mailto:[email protected]">yuluo</a> | ||
*/ | ||
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public class PdfTablesParser implements DocumentParser { | ||
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/** | ||
* The page number of the PDF file to be parsed. Default value is 1. | ||
*/ | ||
private final Integer page; | ||
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/** | ||
* The metadata of the PDF file to be parsed. | ||
*/ | ||
private final Map<String, String> metadata; | ||
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public PdfTablesParser() { | ||
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this(1); | ||
} | ||
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public PdfTablesParser(Integer pageNumber) { | ||
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this(pageNumber, Map.of()); | ||
} | ||
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public PdfTablesParser(Integer pageNumber, Map<String, String> metadata) { | ||
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this.page = pageNumber; | ||
this.metadata = metadata; | ||
} | ||
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@Override | ||
public List<Document> parse(InputStream inputStream) { | ||
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try { | ||
return data2Document(parseTables(extraTableData(inputStream))); | ||
} | ||
catch (Exception e) { | ||
throw new RuntimeException(e); | ||
} | ||
} | ||
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protected List<Table> extraTableData(InputStream in) throws Exception { | ||
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PDDocument document = PDDocument.load(in); | ||
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// check pdf files | ||
int numberOfPages = document.getNumberOfPages(); | ||
if (numberOfPages < 0) { | ||
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throw new RuntimeException("No page found in the PDF file."); | ||
} | ||
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if (page > numberOfPages) { | ||
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throw new RuntimeException("The page number is greater than the number of pages in the PDF file."); | ||
} | ||
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SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm(); | ||
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// extract page by page numbers. | ||
Page extract = new ObjectExtractor(document).extract(this.page); | ||
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return sea.extract(extract); | ||
} | ||
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protected List<String> parseTables(List<Table> data) { | ||
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if (data.isEmpty()) { | ||
return Collections.emptyList(); | ||
} | ||
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return data.stream() | ||
.flatMap(table -> table.getRows() | ||
.stream() | ||
.map(cells -> cells.stream() | ||
.map(content -> content.getText().replace("\r", "").replace("\n", " ")) | ||
.reduce((first, second) -> first + "|" + second) | ||
.orElse("") + "|")) | ||
.collect(Collectors.toList()); | ||
} | ||
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private List<Document> data2Document(List<String> data) { | ||
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List<Document> documents = new ArrayList<>(); | ||
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if (data.isEmpty()) { | ||
return null; | ||
} | ||
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for (String datum : data) { | ||
Document doc = new Document(datum); | ||
documents.add(addMetadata(doc)); | ||
} | ||
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return documents; | ||
} | ||
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private Document addMetadata(Document document) { | ||
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if (metadata.isEmpty()) { | ||
return document; | ||
} | ||
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for (Map.Entry<String, String> entry : metadata.entrySet()) { | ||
document.getMetadata().put(entry.getKey(), entry.getValue()); | ||
} | ||
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return document; | ||
} | ||
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} |
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...pdf-tables/src/test/java/com/alibaba/cloud/ai/parser/pdf/tables/PdfTablesParserTests.java
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/* | ||
* Copyright 2024-2025 the original author or authors. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.alibaba.cloud.ai.parser.pdf.tables; | ||
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import java.io.FileInputStream; | ||
import java.io.IOException; | ||
import java.io.InputStream; | ||
import java.util.List; | ||
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import org.apache.pdfbox.pdmodel.PDDocument; | ||
import org.junit.jupiter.api.BeforeEach; | ||
import org.junit.jupiter.api.Test; | ||
import org.locationtech.jts.util.Assert; | ||
import technology.tabula.ObjectExtractor; | ||
import technology.tabula.Page; | ||
import technology.tabula.PageIterator; | ||
import technology.tabula.RectangularTextContainer; | ||
import technology.tabula.Table; | ||
import technology.tabula.extractors.SpreadsheetExtractionAlgorithm; | ||
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import org.springframework.ai.document.Document; | ||
import org.springframework.core.io.DefaultResourceLoader; | ||
import org.springframework.core.io.Resource; | ||
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/** | ||
* @author yuluo | ||
* @author <a href="mailto:[email protected]">yuluo</a> | ||
*/ | ||
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class PdfTablesParserTests { | ||
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private Resource resource; | ||
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private Resource resource2; | ||
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@BeforeEach | ||
void setUp() { | ||
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resource = new DefaultResourceLoader().getResource("classpath:/pdf-tables.pdf"); | ||
resource2 = new DefaultResourceLoader().getResource("classpath:/sample1.pdf"); | ||
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if (!resource.exists()) { | ||
throw new RuntimeException("Resource not found: " + resource); | ||
} | ||
} | ||
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/** | ||
* tabula-java use. | ||
*/ | ||
@Test | ||
void PdfTableTest() throws IOException { | ||
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InputStream in = new FileInputStream(resource.getFile()); | ||
try (PDDocument document = PDDocument.load(in)) { | ||
SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm(); | ||
PageIterator pi = new ObjectExtractor(document).extract(); | ||
while (pi.hasNext()) { | ||
// iterate over the pages of the document | ||
Page page = pi.next(); | ||
List<Table> table = sea.extract(page); | ||
// iterate over the tables of the page | ||
for (Table tables : table) { | ||
List<List<RectangularTextContainer>> rows = tables.getRows(); | ||
// iterate over the rows of the table | ||
for (List<RectangularTextContainer> cells : rows) { | ||
// print all column-cells of the row plus linefeed | ||
for (RectangularTextContainer content : cells) { | ||
// Note: Cell.getText() uses \r to concat text chunk | ||
String text = content.getText().replace("\r", " "); | ||
System.out.print(text + "|"); | ||
} | ||
System.out.println(); | ||
} | ||
} | ||
} | ||
} | ||
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} | ||
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@Test | ||
void PdfTablesParseTest() throws IOException { | ||
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String res = """ | ||
|name|age|sex| | ||
|zhangsan|20|m| | ||
|lisi|21|w| | ||
|wangwu|22|m| | ||
|zhangliu|23|w| | ||
|songqi|24|w| | ||
"""; | ||
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InputStream in = new FileInputStream(resource.getFile()); | ||
PdfTablesParser pdfTablesParser = new PdfTablesParser(); | ||
List<Document> docs = pdfTablesParser.parse(in); | ||
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StringBuilder sb = new StringBuilder(); | ||
docs.subList(1, docs.size()).forEach(doc -> sb.append(doc.getText() + "\n")); | ||
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Assert.equals(res, sb.toString()); | ||
} | ||
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@Test | ||
void PdfTablesParseTest2() throws IOException { | ||
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String res = """ | ||
Sample Date:|May 2001| | ||
Prepared by:|Accelio Present Applied Technology| | ||
Created and Tested Using:|•Accelio Present Central 5.4•Accelio Present Output Designer 5.4| | ||
Features Demonstrated:|•Primary bookmarks in a PDF file.•Secondary bookmarks in a PDF file.| | ||
"""; | ||
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InputStream in = new FileInputStream(resource2.getFile()); | ||
PdfTablesParser pdfTablesParser = new PdfTablesParser(); | ||
List<Document> docs = pdfTablesParser.parse(in); | ||
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StringBuilder sb = new StringBuilder(); | ||
docs.forEach(doc -> sb.append(doc.getText() + "\n")); | ||
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Assert.equals(res, sb.toString()); | ||
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} | ||
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@Test | ||
void PdfTablesParseTest3() throws IOException { | ||
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String res = """ | ||
|Filename|||escription|escription|| | ||
||||||| | ||
ap_bookmark.IFD|The template design.|||||| | ||
ap_bookmark.mdf|The template targeted for PDF output.|||||| | ||
ap_bookmark.dat|A sample data file in DAT format.|||||| | ||
ap_bookmark.bmk|A sample bookmark file.|||||| | ||
ap_bookmark.pdf|Sample PDF output.|||||| | ||
ap_bookmark_doc.pdf|A document describing the sample.|||||| | ||
|To bookmark by|Use the command line parameter|| | ||
|Invoices|-abmkap_bookmark.bmk -abmsinvoices|| | ||
|Type|-abmkap_bookmark.bmk -abmstype|| | ||
|Amount|-abmkap_bookmark.bmk -abmsamount|| | ||
"""; | ||
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InputStream in = new FileInputStream(resource2.getFile()); | ||
PdfTablesParser pdfTablesParser = new PdfTablesParser(3); | ||
List<Document> docs = pdfTablesParser.parse(in); | ||
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StringBuilder sb = new StringBuilder(); | ||
docs.forEach(doc -> sb.append(doc.getText() + "\n")); | ||
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Assert.equals(res, sb.toString()); | ||
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} | ||
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} |
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community/document-parsers/document-parser-pdf-tables/src/test/resources/pdf-tables.pdf
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community/document-parsers/document-parser-pdf-tables/src/test/resources/sample1.pdf
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