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updating with new section on nosql data stores
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‎feeds/all.atom.xml‎

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<?xml version="1.0" encoding="utf-8"?>
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<feed xmlns="http://www.w3.org/2005/Atom"><title>Matt Makai</title><link href="http://www.fullstackpython.com/" rel="alternate"></link><link href="http://www.fullstackpython.com/feeds/all.atom.xml" rel="self"></link><id>http://www.fullstackpython.com/</id><updated>2013-11-28T08:39:39Z</updated></feed>
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<feed xmlns="http://www.w3.org/2005/Atom"><title>Matt Makai</title><link href="http://www.fullstackpython.com/" rel="alternate"></link><link href="http://www.fullstackpython.com/feeds/all.atom.xml" rel="self"></link><id>http://www.fullstackpython.com/</id><updated>2013-11-29T09:21:22Z</updated></feed>

‎index.html‎

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<li><a href="#caching">Caching</a></li>
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<li><a href="#web-analytics">Web Analytics</a></li>
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<li><a href="#monitoring">Monitoring</a></li>
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<li><a href="#no-sql-datastore">NoSQL Data Stores</a></li>
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<li><a href="#about-author">About</a></li>
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<li><a href="#change-log">Change Log</a></li>
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</ul>
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<h1>Database</h1>
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<p>A database is an abstraction on top of an operating system's file system to
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ease creating, reading, updating, and deleting persistent data. The
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abstraction is most commonly represented as a set of relational tables.
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Alternative abstractions include graph databases where data is stored in
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both nodes and edges of a graph, as well as key-value pair data stores based
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on <a class="reference external" href="http://en.wikipedia.org/wiki/Hash_table">hash map</a> data structures.</p>
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abstraction is most commonly represented as a set of relational tables.</p>
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<div class="section" id="relational-databases">
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<h2>Relational Databases</h2>
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<p>Relational databases store all data in a series of tables. Interconnections
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file on disk. SQLite is built into Python but is only built for access
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by a single connection at a time.</p>
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</div>
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<div class="section" id="graph-databases">
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<h2>Graph Databases</h2>
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<p>A graph database represent and store data in three aspects: nodes, edges,
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and properties.</p>
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<p>A <em>node</em> is an entity, such as a person or business.</p>
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<p>An <em>edge</em> is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.</p>
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<p>A <em>property</em> represents information about nodes. For example, an entity
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representing a person could have a property of &quot;female&quot; or &quot;male&quot;.</p>
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<p><a class="reference external" href="http://www.neo4j.org/">Neo4j</a> is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.</p>
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</div>
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<div class="section" id="database-resources">
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<h2>Database resources</h2>
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<p><a class="reference external" href="http://db-engines.com/en/ranking">DB-Engines</a> ranks the most popular
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<h2>Monitoring Resources</h2>
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<p><a class="reference external" href="http://www.paperplanes.de/2011/1/5/the_virtues_of_monitoring.html">The Virtues of Monitoring</a></p>
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<p><a class="reference external" href="http://blog.docker.io/2013/07/effortless-monitoring-with-collectd-graphite-and-docker/">Effortless Monitoring with collectd, Graphite, and Docker</a></p>
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</div>
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</section>
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<section id="no-sql-datastore" class="tech-section">
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<h1>NoSQL Data Stores</h1>
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<p>Relational databases store the vast majority of web application
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persistent data. However, there are several alternative classifications of
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storage representations.</p>
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<ol class="arabic simple">
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<li>Key-value pair</li>
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<li>Document-oriented</li>
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<li>Column-family table</li>
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<li>Graph</li>
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</ol>
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<p>These persistent data storage representations are commonly used to augment,
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rather than completely replace, relational databases.</p>
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<div class="section" id="document-oriented">
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<h2>Document-Oriented</h2>
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<p>A document-oriented database provides a semi-structured representation for
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nested data.</p>
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</div>
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<div class="section" id="key-value-pair">
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<h2>Key-Value Pair</h2>
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<p>Key-value pair data stores are based
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on <a class="reference external" href="http://en.wikipedia.org/wiki/Hash_table">hash map</a> data structures.</p>
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</div>
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<div class="section" id="graph">
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<h2>Graph</h2>
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<p>A graph database represent and store data in three aspects: nodes, edges,
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and properties.</p>
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<p>A <em>node</em> is an entity, such as a person or business.</p>
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<p>An <em>edge</em> is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.</p>
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<p>A <em>property</em> represents information about nodes. For example, an entity
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representing a person could have a property of &quot;female&quot; or &quot;male&quot;.</p>
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<p><a class="reference external" href="http://www.neo4j.org/">Neo4j</a> is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.</p>
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</div>
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</section>
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</section>
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<section id="change-log" class="tech-section">
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<h1>Change Log</h1>
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<p>Nov 2013: Modified color scheme. Updated caching and introduction section.</p>
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<p>Nov 2013: Modified color scheme. Updated caching and introduction section,
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added section on NoSQL data stores.</p>
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<p>Oct 2013: Creating separate monitoring section.</p>
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<p>Aug 2013: Adding more resources for web servers and other categories.</p>
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<p>Jun 2013: Updating styling, adding new content, switching around sections.</p>

‎pages/change-log.html‎

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<h1>Change Log</h1>
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<p>Nov 2013: Modified color scheme. Updated caching and introduction section.</p>
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<p>Nov 2013: Modified color scheme. Updated caching and introduction section,
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added section on NoSQL data stores.</p>
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<p>Oct 2013: Creating separate monitoring section.</p>
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<p>Aug 2013: Adding more resources for web servers and other categories.</p>
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<p>Jun 2013: Updating styling, adding new content, switching around sections.</p>

‎pages/database.html‎

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<p>A database is an abstraction on top of an operating system's file system to
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ease creating, reading, updating, and deleting persistent data. The
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abstraction is most commonly represented as a set of relational tables.
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Alternative abstractions include graph databases where data is stored in
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both nodes and edges of a graph, as well as key-value pair data stores based
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on <a class="reference external" href="http://en.wikipedia.org/wiki/Hash_table">hash map</a> data structures.</p>
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abstraction is most commonly represented as a set of relational tables.</p>
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<div class="section" id="relational-databases">
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<h2>Relational Databases</h2>
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<p>Relational databases store all data in a series of tables. Interconnections
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file on disk. SQLite is built into Python but is only built for access
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by a single connection at a time.</p>
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</div>
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<div class="section" id="graph-databases">
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<h2>Graph Databases</h2>
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<p>A graph database represent and store data in three aspects: nodes, edges,
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and properties.</p>
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<p>A <em>node</em> is an entity, such as a person or business.</p>
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<p>An <em>edge</em> is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.</p>
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<p>A <em>property</em> represents information about nodes. For example, an entity
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representing a person could have a property of &quot;female&quot; or &quot;male&quot;.</p>
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<p><a class="reference external" href="http://www.neo4j.org/">Neo4j</a> is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.</p>
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</div>
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<div class="section" id="database-resources">
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<h2>Database resources</h2>
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<p><a class="reference external" href="http://db-engines.com/en/ranking">DB-Engines</a> ranks the most popular

‎pages/no-sql-datastore.html‎

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<!doctype html>
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<!--[if lt IE 7]> <html class="no-js ie6 oldie" lang="en"> <![endif]-->
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<!--[if IE 7]> <html class="no-js ie7 oldie" lang="en"> <![endif]-->
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<!--[if IE 8]> <html class="no-js ie8 oldie" lang="en"> <![endif]-->
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<!--[if gt IE 8]><!-->
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<html class="no-js" lang="en"> <!--<![endif]-->
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<head>
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<meta charset="utf-8">
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<meta name="language" content="English" />
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<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
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<title>Full Stack Python</title>
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<meta name="description" content="Full stack Python shows how an entire Python web application is built, from the server to the front end JavaScript.">
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<meta name="author" content="Matt Makai">
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<meta name="viewport" content="width=device-width,initial-scale=1">
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<link rel="stylesheet" href="/css/c.css" />
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<link rel="stylesheet" href="/css/bootstrap-responsive.min.css" />
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<script src="/js/modernizr-2.0.6.min.js"></script>
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<script type="text/javascript">
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var _gaq = _gaq || [];
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_gaq.push(['_setAccount', 'UA-19910497-7']);
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_gaq.push(['_trackPageview']);
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(function() {
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var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
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ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
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var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
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})();
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</script>
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</head>
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<body>
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<a href="https://github.com/makaimc/fullstackpython.github.com" class="github">
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<img style="position: absolute; top: 0; right: 0; border: 0;" src="http://s3.amazonaws.com/github/ribbons/forkme_right_darkblue_121621.png" alt="Fork me on GitHub" />
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</a>
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<div class="container">
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<div class="row">
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<div class="span12">
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<div class="logo-header-section">
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<a href="/"><img src="../img/full-stack-python-logo-bw.png" height="42" width="42" class="logo-image" /></a>
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<span class="logo-title"><a href="/">Full Stack Python</a></span>
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</div>
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</div>
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</div>
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<h1>NoSQL Data Stores</h1>
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<p>Relational databases store the vast majority of web application
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persistent data. However, there are several alternative classifications of
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storage representations.</p>
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<ol class="arabic simple">
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<li>Key-value pair</li>
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<li>Document-oriented</li>
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<li>Column-family table</li>
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<li>Graph</li>
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</ol>
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<p>These persistent data storage representations are commonly used to augment,
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rather than completely replace, relational databases.</p>
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<div class="section" id="document-oriented">
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<h2>Document-Oriented</h2>
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<p>A document-oriented database provides a semi-structured representation for
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nested data.</p>
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</div>
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<div class="section" id="key-value-pair">
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<h2>Key-Value Pair</h2>
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<p>Key-value pair data stores are based
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on <a class="reference external" href="http://en.wikipedia.org/wiki/Hash_table">hash map</a> data structures.</p>
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</div>
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<div class="section" id="graph">
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<h2>Graph</h2>
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<p>A graph database represent and store data in three aspects: nodes, edges,
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and properties.</p>
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<p>A <em>node</em> is an entity, such as a person or business.</p>
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<p>An <em>edge</em> is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.</p>
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<p>A <em>property</em> represents information about nodes. For example, an entity
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representing a person could have a property of &quot;female&quot; or &quot;male&quot;.</p>
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<p><a class="reference external" href="http://www.neo4j.org/">Neo4j</a> is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.</p>
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</div>
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<hr/>
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<div class="footer pull-right">
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<a href="http://www.mattmakai.com/" class="underline">Matt Makai</a> 2013
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</div>
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</div>
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<script src="http://code.jquery.com/jquery-latest.js"></script>
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<script src="/js/bootstrap.min.js"></script>
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</body>
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</html>

‎source/content/pages/about-author.rst‎

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:category: page
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:slug: about-author
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:sort-order: 13
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I'm `Matt Makai <http://www.mattmakai.com/>`_ and I solve problems by
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developing software. I often use Python and occasionally work with

‎source/content/pages/change-log.rst‎

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:sort-order: 14
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Nov 2013: Modified color scheme. Updated caching and introduction section.
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Nov 2013: Modified color scheme. Updated caching and introduction section,
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Oct 2013: Creating separate monitoring section.
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‎source/content/pages/database.rst‎

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A database is an abstraction on top of an operating system's file system to
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ease creating, reading, updating, and deleting persistent data. The
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abstraction is most commonly represented as a set of relational tables.
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Alternative abstractions include graph databases where data is stored in
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both nodes and edges of a graph, as well as key-value pair data stores based
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on `hash map <http://en.wikipedia.org/wiki/Hash_table>`_ data structures.
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Relational Databases
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--------------------
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Graph Databases
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---------------
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A graph database represent and store data in three aspects: nodes, edges,
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and properties.
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A *node* is an entity, such as a person or business.
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An *edge* is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.
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A *property* represents information about nodes. For example, an entity
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representing a person could have a property of "female" or "male".
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`Neo4j <http://www.neo4j.org/>`_ is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.
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Database resources
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`DB-Engines <http://db-engines.com/en/ranking>`_ ranks the most popular

‎source/content/pages/no-sql-datastore.rst‎

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NoSQL Data Stores
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=================
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:category: page
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:slug: no-sql-datastore
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:sort-order: 12
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Relational databases store the vast majority of web application
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persistent data. However, there are several alternative classifications of
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storage representations.
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1. Key-value pair
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2. Document-oriented
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3. Column-family table
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4. Graph
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These persistent data storage representations are commonly used to augment,
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rather than completely replace, relational databases.
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Document-Oriented
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-----------------
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A document-oriented database provides a semi-structured representation for
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nested data.
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Key-Value Pair
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--------------
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Key-value pair data stores are based
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on `hash map <http://en.wikipedia.org/wiki/Hash_table>`_ data structures.
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Graph
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-----
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A graph database represent and store data in three aspects: nodes, edges,
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and properties.
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A *node* is an entity, such as a person or business.
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An *edge* is the relationship between two entities. For example, an
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edge could represent that a node for a person entity is an employee of a
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business entity.
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A *property* represents information about nodes. For example, an entity
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representing a person could have a property of "female" or "male".
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`Neo4j <http://www.neo4j.org/>`_ is one of the most widely used graph
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databases and runs on the Java Virtual Machine stack.
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