MealEaters is a restaurant review aggregator, built to live in the cloud. A cloud-based web application.

Technologies used

As this is a free-time project, there’s still not available a public version of the website. A list of the technologies used so far, is:

  • Provisioning: Ansible, virtualenv and Vagrant.
  • Database: PostgreSQL and MongoDB.
  • Back end: Python for web scraping and server provisioning; NodeJS for the monitoring website.
  • Front end: React, D3.js, HTML5/CSS3 plus Bootstrap.


It uses Ansible to automate deployment of cloud/virtual servers in multiple providers: ScaleWay, Amazon AWS, GinerNet, LowEndBox

The Ansible-automated deployment makes it possible to start/stop/manage servers running Scrapy that crawl websites looking for restaurant reviews. The environments for Scrapy are built with or virtualenv.

Database - Backend

All these scrapers run automatically, and are synchronized, through job queues implemented in PostgreSQL, to easily keep all the scraped restaurant data consistent. The main website is fed through a MongoDB database that is updated, every few minutes, with new data from the PostgreSQL DB.


The website is fully built with React and Redux with optional SSR, plus redux-saga, ImmutableJS & friends to be able to inject actions, reducers, sagas, etc, on the fly.

The application takes advantage of bundle-splitting and is built with the principles of progressive web apps: it loads super-fast for the user, and even if ther is a CDN error when the user returns, the app will continue working thanks to web workers and browser caching

D3.js is also used for the charts.

The status page is built with HTML5/CSS3 plus Bootstrap.


Home page Restaurant page