Code Monkey home page Code Monkey logo

pdf_to_pandas_table_converter's Introduction

PDF to pandas large table-like data convertion

Input files

Large PDF files (2k-4k pages per file). All files have a similar structure. Formed as a legacy from office tables.

Goals

  • get a file of table-like data, with the ability to use with pandas
  • prevent "out-of-memory" error
  • save the results to a file in a size-insensitive format
  • be able to track progress and estimated time

Solution

  1. Count the number of pages of each file
  2. Split page range for part-by-part convertion (single page makes slowly)
  3. Convert part with attaching to common dataframe
  4. Save complete dataframe to pickle file

pdf_to_pandas_table_converter's People

Contributors

oleholeinikov avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.