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<!DOCTYPE html>

<head>

<title>MongoDB - Full Stack Python</title>

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<body>

<span class="logo-title"><a href="https://www.fullstackpython.com/">Full Stack Python</a></span>

</div>

<a href="/table-of-contents.html">All topics</a>

<a href="/email.html">Newsletter</a>

<a href="https://twitter.com/fullstackpython">@fullstackpython</a>

<a href="https://www.facebook.com/fullstackpython">Facebook</a>

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</div> </div>

</div><div class="row">

<h1>MongoDB</h1>

<p><a href="https://github.com/mongodb/mongo">MongoDB</a> is a document-oriented

<a href="/no-sql-datastore.html">NoSQL database</a> that is often used for

storing, querying and analyzing persistence data in Python applications.</p>

<div class="well see-also">MongoDB is an implementation of the <a href="/no-sql-datastore.html">NoSQL database</a> concept. Learn more in the <a href="/data.html">data</a> chapter or view the <a href="/table-of-contents.html">table of contents</a> for all topics.</div>

<h3>General MongoDB introductions</h3>

<p>It is worth taking some time to learn the ins and outs of MongoDB before

connecting it to your Python application. The following tutorials are

not specific to Python and will have you work directly with the MongoDB

command line and query language.</p>

<ul>

<li>

<p><a href="https://code.tutsplus.com/tutorials/getting-started-with-mongodb-part-1--net-22879">Getting Started with MongoDB - Part 1</a>

and

are programming language agnostic tutorials that show how to interact

via querying and various operators such as <code>$in</code>, <code>$lte</code> and <code>$gte</code>.</p>

</li>

<li>

<p><a href="https://scotch.io/tutorials/an-introduction-to-mongodb">An Introduction to MongoDB</a>

examines common commands frequently used to perform data operations.</p>

</li>

<li>

<p><a href="https://www.youtube.com/watch?list=PL1Z_7yg6Pa3AhqCOTQKm9X_Sl9xLdMKYo&v=pWbMrx5rVBE">MongoDB In 30 Minutes</a>

goes over the basics for creating, querying, updating and deleting data

in MongoDB.</p>

</li>

<li>

<p><a href="https://blog.meteor.com/mongodb-queries-dont-always-return-all-matching-documents-654b6594a827">MongoDB queries do not always return all matching documents!</a>

walks through discovering that potential pitfalls on how MongoDB queries

operate that were non-intuitive to developers who are new to using this

database.</p>

</li>

</ul>

<h3>MongoDB security</h3>

<p>NoSQL databases can be a weak spot in a production deployment environment,

especially when default settings are built for ease of development instead

of proper access control. MongoDB is no exception with its loose default

security controls so make sure to lock down your instances.</p>

<ul>

<li>

<p><a href="https://medium.com/@shahinism/for-gods-sake-secure-your-mongo-redis-etc-4f310cf1bed2">For God's sake, secure your Mongo/Redis/etc!</a>

explains the weak default security settings provided by many NoSQL

databases, including MongoDB. Make sure to automate locking down your

NoSQL databases just as you would any other component in your stack.</p>

</li>

<li>

<p>Before deploying a MongoDB instance to production, be sure to go through

each of the items on the

<a href="https://docs.mongodb.com/manual/administration/security-checklist/">official MongoDB security checklist</a>.</p>

</li>

<li>

<p><a href="https://scalegrid.io/blog/10-tips-to-improve-your-mongodb-security/">10 tips to improve your MongoDB security</a>

provides concrete steps to take such as disabling the REST interface

and other default bits that can be exploited if you are not intentionally

using them.</p>

</li>

<li>

<p><a href="https://www.mongodb.com/blog/post/mongodb-security-basics-for-your-deployments-in">MongoDB Security Basics For Your Deployments in AWS</a>

is primarily a guide on AWS security from the perspective of using

installing and using MongoDB on your own instance. The post covers

authentication, SSL and firewalls.</p>

</li>

</ul>

<h3>Python with MongoDB resources</h3>

<p>MongoDB is straightforward to use in a Python application when a driver

such as PyMongo is installed. The following tutorials show how to install,

configure and start using MongoDB with Python.</p>

<ul>

<li>

<p><a href="https://realpython.com/blog/python/introduction-to-mongodb-and-python/">Introduction to MongoDB and Python</a>

shows how to use Python to interface with MongoDB via PyMongo and

MongoEngine.</p>

</li>

<li>

<p>A <a href="http://altons.github.io/python/2013/01/21/gentle-introduction-to-mongodb-using-pymongo/">Gentle Introduction to MongoDB using Pymongo</a>

reviews a connection configuration file, the basics for data insertion,

aggregation and updating records.</p>

</li>

<li>

<p>The <a href="https://api.mongodb.com/python/current/">PyMongo project</a> creators

wrote a retrospective focusing on four decisions they would have done

differently with the benefit of hindsight:</p>

<ol>

<li><a href="http://emptysqua.re/blog/good-idea-at-the-time-pymongo-start-request/">start_request</a></li>

<li><a href="http://emptysqua.re/blog/it-seemed-like-a-good-idea-at-the-time-pymongo-use-greenlets/">use_greenlets</a></li>

<li><a href="http://emptysqua.re/blog/good-idea-at-the-time-pymongo-copy-database/">copy_database</a></li>

<li><a href="http://emptysqua.re/blog/good-idea-at-the-time-pymongo-mongoreplicasetclient/">MongoReplicaSetClient</a></li>

</ol>

</li>

<li>

<p><a href="https://talkpython.fm/episodes/show/2/python-and-mongodb">Python and MongoDB</a>

on the Talk Python to Me podcast has a great interview with the

MongoDB Python driver maintainer.</p>

</li>

</ul>

<h3>What topic do you want to learn next?</h3>

<p class="under-btn">Tell me about standard relational databases.</p> </div>

</div>

<p class="under-btn">What're these NoSQL data stores hipster developers keep talking about?</p> </div>

</div>

<p class="under-btn">I've built a Python web app, now how do I deploy it?</p> </div>

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<h4>Sign up here to receive a monthly email with major updates to this site, tutorials and discount codes for Python books.</h4>

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<p style="font-size: .8em; margin-top: 10px;">Searching for a complete, step-by-step deployment walkthrough? Learn more about <a href="http://www.deploypython.com/">The Full Stack Python Guide to Deployments book</a>.

</p>

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</div><div class="panel" id="full-toc">

<h3 class="panel-head"><a href="/table-of-contents.html" style="color: #fff;">Table of Contents</a></h3>

</div>

<a href="/introduction.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>1. Introduction</a><a href="/learning-programming.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Learning Programming</a><a href="/why-use-python.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Why Use Python?</a><a href="/python-2-or-3.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Python 2 or 3?</a><a href="/enterprise-python.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Enterprise Python</a><a href="/python-community.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Python Community</a><a href="/best-python-resources.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Best Python Resources</a><a href="/best-python-videos.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Best Python Videos</a><a href="/best-python-podcasts.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Best Python Podcasts</a><a href="/development-environments.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>2. Development Environments</a><a href="/vim.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Vim</a><a href="/emacs.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Emacs</a><a href="/source-control.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Source Control</a><a href="/git.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Git</a><a href="/application-dependencies.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Application Dependencies</a><a href="/python-programming-language.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>3. Core Language</a><a href="/generators.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Generators</a><a href="/comprehensions.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Comprehensions</a><a href="/testing.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>4. Testing</a><a href="/unit-testing.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Unit Testing</a><a href="/integration-testing.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Integration Testing</a><a href="/code-metrics.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Code Metrics</a><a href="/debugging.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Debugging</a><a href="/logging.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Logging</a><a href="/markdown.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Markdown</a><a href="/web-application-security.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>6. Security</a><a href="/web-development.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>7. Web Development</a><a href="/web-frameworks.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Web Frameworks</a><a href="/django.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Django</a><a href="/flask.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Flask</a><a href="/bottle.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Bottle</a><a href="/pyramid.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Pyramid</a><a href="/morepath.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Morepath</a><a href="/sanic.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Sanic</a><a href="/other-web-frameworks.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Other Web Frameworks</a><a href="/template-engines.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Template Engines</a><a href="/jinja2.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Jinja2</a><a href="/mako.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Mako</a><a href="/django-templates.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Django Templates</a><a href="/web-design.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Web Design</a><a href="/cascading-style-sheets.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Cascading Style Sheets (CSS)</a><a href="/javascript.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>JavaScript</a><a href="/task-queues.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Task Queues</a><a href="/celery.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Celery</a><a href="/redis-queue-rq.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Redis Queue (RQ)</a><a href="/microservices.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Microservices</a><a href="/static-site-generator.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Static Site Generators</a><a href="/pelican.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Pelican</a><a href="/lektor.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Lektor</a><a href="/mkdocs.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>MkDocs</a><a href="/websockets.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>WebSockets</a><a href="/uvloop.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>uvloop</a><a href="/deployment.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>8. Deployment</a><a href="/servers.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Servers</a><a href="/static-content.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Static Content</a><a href="/platform-as-a-service.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Platform-as-a-Service</a><a href="/operating-systems.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Operating Systems</a><a href="/ubuntu.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Ubuntu</a><a href="/web-servers.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Web Servers</a><a href="/apache-http-server.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Apache HTTP Server</a><a href="/nginx.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Nginx</a><a href="/caddy.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Caddy</a><a href="/wsgi-servers.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>WSGI Servers</a><a href="/green-unicorn-gunicorn.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Green Unicorn (Gunicorn)</a><a href="/continuous-integration.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Continuous Integration</a><a href="/jenkins.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Jenkins</a><a href="/configuration-management.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Configuration Management</a><a href="/docker.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Docker</a><a href="/data.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>9. Data</a><a href="/databases.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Relational Databases</a><a href="/postgresql.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>PostgreSQL</a><a href="/mysql.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>MySQL</a><a href="/sqlite.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>SQLite</a><a href="/object-relational-mappers-orms.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Object-relational Mappers</a><a href="/sqlalchemy.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>SQLAlchemy</a><a href="/peewee.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Peewee</a><a href="/no-sql-datastore.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>NoSQL Data Stores</a><a href="/redis.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Redis</a><a href="/mongodb.html" class="list-group-item smaller-item active" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>MongoDB</a><a href="/apache-cassandra.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:27px'>Apache Cassandra</a><a href="/application-programming-interfaces.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>10. Web APIs</a><a href="/bots.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Bots</a><a href="/api-creation.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>API Creation</a><a href="/api-integration.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>API Integration</a><a href="/twilio.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Twilio</a><a href="/devops.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>11. DevOps</a><a href="/monitoring.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Monitoring</a><a href="/caching.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Caching</a><a href="/web-analytics.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Web Analytics</a><a href="/change-log.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif;'>12. Change Log</a><a href="/what-full-stack-means.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>What Full Stack Means</a><a href="/about-author.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>About the Author</a><a href="/future-directions.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",sans-serif; padding-left:35px'>Future Directions</a> <a href="/table-of-contents.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",san-serif;background-color:#22B24C; color: #fff;'>...or <span style="border-bottom: 1px dotted;">view the full table of contents</span>.</a>

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</div> <div class="panel">

<div class="panel-heading"><h3 class="panel-head">MongoDB</h3></div>

Major updates are tweeted via

<a href="https://twitter.com/fullstackpython">@fullstackpython</a>.

<hr/>

Need more detailed tutorials than you see here?

<a href="http://www.deploypython.com/">Learn more about The Full Stack Python Guide to Deployments book.</a>

</div>

<h3 class="panel-head"><a href="/table-of-contents.html" style="color: #fff;">Chapters</a></h3>

</div>

<a href="/introduction.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>1. Introduction</a><a href="/development-environments.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>2. Development Environments</a><a href="/python-programming-language.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>3. Core Language</a><a href="/testing.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>4. Testing</a><a href="/web-application-security.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>6. Security</a><a href="/web-development.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>7. Web Development</a><a href="/deployment.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>8. Deployment</a><a href="/data.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>9. Data</a> <a href="/mongodb.html" class="list-group-item smaller-item active" style='font-family: "Helvetica Neue",sans-serif;'>» MongoDB</a>

<a href="/application-programming-interfaces.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>10. Web APIs</a><a href="/devops.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>11. DevOps</a><a href="/change-log.html" class="list-group-item smaller-item " style='font-family: "Helvetica Neue",sans-serif;'>12. Change Log</a> <a href="/table-of-contents.html" class="list-group-item smaller-item" style='font-family: "Helvetica Neue",san-serif;background-color:#22B24C; color: #fff;'>...or <span style="border-bottom: 1px dotted;">view the full table of contents</span>.</a>

</div>

</div> </div>

</div>

<hr/>

</div>

<a href="https://gumroad.com/l/python-deployments" style="color: #fff">Learn to deploy Python web applications with this step-by-step book</a>.

</p>

</div>

<a href="https://github.com/mattmakai" class="underline">Matt Makai</a>

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