Giter Club home page Giter Club logo

map-reduce-scripts's Introduction

Map Reduce Scripts in Python

This repository contains several scripts in Python that apply the Map Reduce programming model.

  1. inverted_index.py - The input are key-value pairs of document id's and accompanying text. The output are key-value pairs of words and the documents they're found in.
  2. join.py - Performs a SQL join using Map Reduce.
  3. friend_count.py - The input are key-value pairs of two friends. The output are key-value pairs of each person and their number of friends.
  4. asymmetric_friendship.py - The input are key-value pairs of two friends. The output are tuples of asymmetric friendships (that is, one person follows a person but isn't followed back by that same person).
  5. unique_trims.py - The input are key-value pairs of ids and sequence of nucleotides. The output are trimmed sequences of nucleotides with the last 10 base pairs removed.
  6. multiply.py - Multiplies two 5x5 matrices

To Run

python inverted_index.py data/records.json
Use the correct .json file for each of the six scripts.

map-reduce-scripts's People

Contributors

tim-gaweco-1 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.