Java uses Apache Tika to extract text from PDF files
Apache Tika is a content analysis toolkit that extracts metadata and text content from various types of documents. Tika supports a variety of file formats, including but not limited to PDF, Word documents, Excel tables, PowerPoint presentations, HTML, XML, image files, etc. Tika’s design goal is to provide a simple and consistent way to handle files in different formats.
Supported formats
File format | Package library | Tikaban |
XML | XMLParser | |
HTML | It uses Tagsoup Library | HtmlParser |
MS-Office composite document Ole2 to 2007 ooxml from 2007 | , it uses the Apache Poi library | OfficeParser(OLE2) OOXMLParser(ooxml) |
OpenDocument format openoffice | OpenOfficeParser | |
Portable file format (PDF) | Use the Apache PdfBox library with this package | PDFParser |
Electronic publication format (digital books) | EpubParser | |
Rich text format | RTFParser | |
Compression and packaging formats | Use Common compression library with this package | PackageParser and CompressorParser and their subclasses |
Text format | TXTParser | |
Feed and joint formats | FeedParser | |
Audio format | and .mp3 | AudioParser MidiParser Mp3-suitable for mp3parser |
Imageparsers | JpegParser - for jpeg images | |
Videoformats | .mp4 and this parser use simple algorithms internally to parse flash video formats | Mp4parser FlvParser |
Java class files and jar files | ClassParser CompressorParser | |
Mobxformat (email) | MobXParser | |
Cad format | DWGParser | |
FontFormats | TrueTypeParser | |
Executable programs and libraries | ExecutableParser |
Main functions
Metadata Extraction: Tika can extract metadata information such as author, creation date, modification date, etc. from a file.
Text Extraction: Tika is able to parse files and extract text contents, which is very useful for applications that require full text search or natural language processing of documents.
Language Detection: Tika also has the ability to recognize the language used by the document.
MIME type detection: Determines the MIME type by the content of the file (for example, application/pdf or text/plain).
Use scenarios
Search Engine: When building enterprise-level search systems, you can use Tika to index unstructured data.
Data Analysis: Tika provides a powerful tool set for data analysis projects that require information to be collected from a large number of documents in different formats.
Document Management System: Helps implement smarter document management solutions, automatically classify and tag uploaded files.
Security Audit: Check whether files passing in or out of the organization's boundaries contain sensitive information.
How to use Apache Tika
1. Installation
You can add Tika to your Java project via Maven. Add the following dependencies to the file:
<dependency> <groupId></groupId> <artifactId>tika-core</artifactId> <version>2.4.1</version> <!-- Please adjust according to the latest version --> </dependency> <dependency> <groupId></groupId> <artifactId>tika-parsers</artifactId> <version>2.4.1</version> <!-- Same as above --> </dependency>
2. Sample code
Here is a simple example of how to extract text from a PDF file using Tika:
import ; import ; import ; import ; import ; import ; import ; import ; import ; import ; public class TikaExample { public static void main(String[] args) { try (FileInputStream input = new FileInputStream(new File(""))) { // Create a Tika instance Tika tika = new Tika(); // Get the MIME type of the file String mimeType = (input); ("Detected MIME type: " + mimeType); // Reset the input stream position ().position(0); // Prepare the parser BodyContentHandler handler = new BodyContentHandler(-1); // -1 means no limit on output size Metadata metadata = new Metadata(); ParseContext context = new ParseContext(); // parse PDF and get content PDFParser parser = new PDFParser(); (input, handler, metadata, context); // Output result ("Extracted text:\n" + ()); ("Metadata:"); String[] metadataNames = (); for (String name : metadataNames) { (name + ": " + (name)); } } catch (IOException | SAXException | TikaException e) { (); } } }
This code first detects the MIME type of the given file, and then usesPDFParser
Object to parse the file and print out the extracted text and some basic metadata information.
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