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Parsing PDF files can be a challenging task due to the complexity and variety of data they contain. However, Python offers several libraries that make this task easier. Two popular libraries for extracting data from PDF files are pdf-parse and PDFQuery.
Using pdf-parse
pdf-parse is a pure JavaScript cross-platform module that extracts text from PDFs. It can be installed using npm and used to read local PDF files or PDFs from HTTP sources.
Installation
To install pdf-parse, use the following command:
npm install pdf-parseBasic Usage
Here is an example of how to use pdf-parse to extract text from a local PDF file:
const fs = require('fs');const pdf = require('pdf-parse');let dataBuffer = fs.readFileSync('path to PDF file...');pdf(dataBuffer).then(function(data) {// number of pagesconsole.log(data.numpages);// number of rendered pagesconsole.log(data.numrender);// PDF infoconsole.log(data.info);// PDF metadataconsole.log(data.metadata);// PDF.js versionconsole.log(data.version);// PDF textconsole.log(data.text);}); How to Extract Data from PDF Files with Python
Data is present in all areas of the modern digital world, and it takes many different forms. One of the most common formats for data is PDF. Invoices, reports, and other forms are frequently stored in Portable Document Format (PDF) files by businesses and institutions. It can be See more
We will read the pdf file into our project as an element object and load it. Convert the pdf object into an Extensible Markup Language (XML) file. … See more
We can get the information we are trying to extract inside the LTTextBoxHorizontal tag, and we can see the metadata associated with it. … See more
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- Question & Answer
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For extracting text from a PDF file, my favorite tool is pdftotext. Using the -layout option, you basically get a plain text back, which is relatively easy to manipulate using Python. Example below:
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