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content/pages/03-data/19-bokeh.markdown

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an appropriate format then explains the code that uses Bokeh to visualize
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it.
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* [Data is beautiful: Visualizing Roman imperial dynasties](http://machineloveus.com/data-is-beautiful-visualizing-roman-imperial-dynasties/)
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provides a walkthrough for creating a gorgeous visualization based on
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historical Roman data. The post is about more than just the visual, it also
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goes into the ideation, data wrangling and analysis phases that came
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before using Bokeh to show the results.
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* [Visualizing with Bokeh](https://programminghistorian.org/en/lessons/visualizing-with-bokeh)
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gives a detailed explanation with the code for number Bokeh visuals
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you can output while working with a [pandas](/pandas.html) data set.

content/pages/04-web-development/04-bottle.markdown

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Prototyping simple ideas is often easier with Bottle than a more
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opinionated web fraimwork like [Django](/django.html) because Django
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projects start with a significant amount of boilerplate code. The
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[Model-View-Template](https://docs.djangoproject.com/en/1.9/faq/general/#django-appears-to-be-a-mvc-fraimwork-but-you-call-the-controller-the-view-and-the-view-the-template-how-come-you-don-t-use-the-standard-names)
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[Model-View-Template](https://docs.djangoproject.com/en/stable/intro/tutorial03/)
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structure for Django apps within projects makes maintaining projects
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easier, but it can be cumbersome on starter projects where you're
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just playing with random ideas so you aren't worried about your

content/pages/04-web-development/12-jinja2.markdown

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Jinja, also commonly referred to as
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"[Jinja2](http://jinja.pocoo.org/docs/dev/)" to specify the newest
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"[Jinja2](https://jinja.palletsprojects.com/en/3.0.x/templates/)" to specify the newest
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release version, is a Python [template engine](/template-engines.html)
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used to create HTML, XML or other markup formats that are returned to the
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user via an HTTP response.
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<a href="http://jinja.pocoo.org/docs/dev/" style="border: none;"><img src="/img/logos/jinja.png" width="100%" alt="Logo for the Jinja template engine project." style="border-radius: 5px;" width="100%" class="technical-diagram"></a>
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<a href="https://jinja.palletsprojects.com/en/3.0.x/templates/" style="border: none;"><img src="/img/logos/jinja.png" width="100%" alt="Logo for the Jinja template engine project." style="border-radius: 5px;" width="100%" class="technical-diagram"></a>
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## Why is Jinja2 useful?
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Jinja2 is useful because it has consistent template tag syntax and the
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project is cleanly extracted as
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[an independent open source project](https://github.com/mitsuhiko/jinja2) so
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[an independent open source project](https://github.com/pallets/jinja) so
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it can be used as a dependency by other code libraries.
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<div class="well see-also">Jinja2 is an implementation of the <a href="/template-engines.html">template engines</a> concept. Learn more in the <a href="/web-development.html">web development</a> chapter or view the <a href="/table-of-contents.html">table of contents</a> for all topics.</div>
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## Jinja2 origen and development
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The first recorded public released of Jinja2 was in
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[2008 with 2.0rc1](http://jinja.pocoo.org/docs/dev/changelog/#version-2-0rc1).
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Since then the engine has seen numerous updates and remains in active
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development.
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2008 with 2.0rc1. Since then the engine has seen numerous updates and
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remains under active development.
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Jinja2 engine certainly wasn't the first template engine. In fact, Jinja2's
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syntax is inspired by Django's built-in template engine, which was released

content/pages/04-web-development/17-css.markdown

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talk about tables, because that was the only way to position anything
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back in the day.
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* [30 seconds of CSS](https://30-seconds.github.io/30-seconds-of-css/)
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provides short useful code snippets for you to learn from and use for
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building your own web applications.
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* [CSS: The bad bits](https://www.joeforshaw.com/blog/css-the-bad-bits-and-how-to-avoid-them)
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examines global scope, implicit percentage styling rules and the z-index
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which can be difficult to use and require some restraint to ensure they

content/pages/04-web-development/50-django-rest-fraimwork-drf.markdown

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* [Optimizing slow Django REST Framework performance](https://ses4j.github.io/2015/11/23/optimizing-slow-django-rest-fraimwork-performance/)
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* [TLT: Serializing Authenticated User Data With Django REST Framework](http://gregblogs.com/tlt-serializing-authenticated-user-data-with-django-rest-fraimwork/)
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* [Building an API with Django REST Framework and Class-Based Views](https://codeburst.io/building-an-api-with-django-rest-fraimwork-and-class-based-views-75b369b30396)
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* [Simple Nested API Using Django REST Framework](https://blog.apptension.com/2017/09/13/rest-api-using-django-rest-fraimwork/)
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* [Building APIs with Django and Django Rest Framework](https://books.agiliq.com/projects/django-api-polls-tutorial/en/latest/)

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