Git Product home page Git Product logo

merge-files's Introduction

merge-files

Install and Running

npm run local <directory-name> <output-filename>

e.g.:

npm run local testData output.dat

This will globally install the module, meaning you can subsequently run it using the command name:

merge_files testData output.dat

Time Complexity

Updated: Traverse all the files at the same time, checking individual sort order as we go, and checking across the K files for the next lexicographically smallest line for each of the N lines in all files. O(NK).

Space Complexity

Updated: Rewrote to use pointers to files and stream directly into the output file, so the memory usage is now just pointers to the files. O(K) where K is the total number of files.

Possible improvements

Instead of finding the min item each time, store the top items as a min-heap linked to the file pointers, and delete min/insert next line on each interation. In a fibonacci heap, find-min and insert are O(1), whereas delete-min is O(lg N).

This would improve performance from O(KN) to O(K log N). If the number of files and number of lines per file grew at the same rate, this is equivalent to going from O(N^2) to O(N log N).

merge-files's People

Contributors

maxscott 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.