Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Learning Flask Framework
Learning Flask Framework

Learning Flask Framework: Build dynamic, data-driven websites and modern web applications with Flask

eBook
€8.99 €29.99
Paperback
€36.99
Subscription
Free Trial
Renews at €18.99p/m

What do you get with Print?

Product feature icon Instant access to your digital eBook copy whilst your Print order is Shipped
Product feature icon Paperback book shipped to your preferred address
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Shipping Address

Billing Address

Shipping Methods
Table of content icon View table of contents Preview book icon Preview Book

Learning Flask Framework

Chapter 2. Relational Databases with SQLAlchemy

Relational databases are the bedrock upon which almost every modern Web application is built. Learning to think about your application in terms of tables and relationships is one of the keys to a clean, well-designed project. As you will see in this chapter, the data model you choose early on will affect almost every facet of the code that follows. We will be using SQLAlchemy, a powerful object relational mapper that allows us to abstract away the complexities of multiple database engines, to work with the database directly from within Python.

In this chapter, we shall:

  • Present a brief overview of the benefits of using a relational database
  • Introduce SQLAlchemy, the Python SQL Toolkit and Object Relational Mapper
  • Configure our Flask application to use SQLAlchemy
  • Write a model class to represent blog entries
  • Learn how to save and retrieve blog entries from the database
  • Perform queries – sorting, filtering, and aggregation
  • Build a tagging...

Why use a relational database?

Our application's database is much more than a simple record of things that we need to save for future retrieval. If all we needed to do was save and retrieve data, we could easily use flat text files. The fact is, though, that we want to be able to perform interesting queries on our data. What's more, we want to do this efficiently and without reinventing the wheel. While non-relational databases (sometimes known as NoSQL databases) are very popular and have their place in the world of the web, relational databases long ago solved the common problems of filtering, sorting, aggregating, and joining tabular data. Relational databases allow us to define sets of data in a structured way that maintains the consistency of our data. Using relational databases also gives us, the developers, the freedom to focus on the parts of our app that matter.

In addition to efficiently performing ad hoc queries, a relational database server will also do the following...

Introducing SQLAlchemy

SQLAlchemy is an extremely powerful library for working with relational databases in Python. Instead of writing SQL queries by hand, we can use normal Python objects to represent database tables and execute queries. There are a number of benefits to this approach, as follows:

  • Your application can be developed entirely in Python.
  • Subtle differences between database engines are abstracted away. This allows you to do things just like a lightweight database, for instance, use SQLite for local development and testing, then switch to the databases designed for high loads (such as PostgreSQL) in production.
  • Database errors are less common because there are now two layers between your application and the database server: the Python interpreter itself (this will catch the obvious syntax errors), and SQLAlchemy, which has well-defined APIs and its own layer of error-checking.
  • Your database code may become more efficient, thanks to SQLAlchemy's unit-of-work model that helps...

Creating the Entry model

A model is the data representation of a table of data that we want to store in the database. These models have attributes called columns that represent the data items in the data. So, if we were creating a Person model, we might have columns for storing the first and last name, date of birth, home address, hair color, and so on. Since we are interested in creating a model to represent blog entries, we will have columns for things like the title and body content.

Note

Note that we don't say a People model or Entries model – models are singular even though they commonly represent many different objects.

With SQLAlchemy, creating a model is as easy as defining a class and specifying a number of attributes assigned to that class. Let's start with a very basic model for our blog entries. Create a new file named models.py in the blog project's app/ directory and enter the following code:

import datetime, re
from app import db

def slugify(s):
    return...

Retrieving blog entries

While creating, updating, and deleting are fairly straightforward operations, the real fun starts when we look at ways to retrieve our entries. We'll start with the basics, and then work our way up to more interesting queries.

We will use a special attribute on our model class to make queries: Entry.query. This attribute exposes a variety of APIs for working with the collection of entries in the database.

Let's simply retrieve a list of all the entries in the Entry table:

In []: entries = Entry.query.all()
In []: entries  # What are our entries?
Out[]: [<Entry u'First entry'>, <Entry u'Second entry'>, <Entry u'Third entry'>, <Entry u'Fourth entry'>]

As you can see, in this example the query returns a list of Entry instances that we created. When no explicit ordering is specified, the entries are returned to us in an arbitrary order chosen by the database. Let's specify that we want the entries...

Building a tagging system

Tags are a lightweight taxonomy system that is perfect for blogs. Tags allow you to apply multiple categories to a blog post and allow multiple posts to be related to one another outside their category. On my own blog I use tags to organize the posts, so that people interested in reading my posts about Flask need only look under the "Flask" tag and find all the relevant posts. As per the spec that we discussed in Chapter 1, Creating Your First Flask Application, each blog entry can have as few or as many tags as you want, so a post about Flask might be tagged with both Flask and Python. Similarly, each tag (for example, Python) can have multiple entries associated with it. In database parlance, this is called a many-to-many relationship.

In order to model this, we must first create a model to store tags. This model will store the names of tags we use, so after we've added a few tags the table might look something like the following one:

id

tag

1...

Why use a relational database?


Our application's database is much more than a simple record of things that we need to save for future retrieval. If all we needed to do was save and retrieve data, we could easily use flat text files. The fact is, though, that we want to be able to perform interesting queries on our data. What's more, we want to do this efficiently and without reinventing the wheel. While non-relational databases (sometimes known as NoSQL databases) are very popular and have their place in the world of the web, relational databases long ago solved the common problems of filtering, sorting, aggregating, and joining tabular data. Relational databases allow us to define sets of data in a structured way that maintains the consistency of our data. Using relational databases also gives us, the developers, the freedom to focus on the parts of our app that matter.

In addition to efficiently performing ad hoc queries, a relational database server will also do the following:

  • Ensure that...

Introducing SQLAlchemy


SQLAlchemy is an extremely powerful library for working with relational databases in Python. Instead of writing SQL queries by hand, we can use normal Python objects to represent database tables and execute queries. There are a number of benefits to this approach, as follows:

  • Your application can be developed entirely in Python.

  • Subtle differences between database engines are abstracted away. This allows you to do things just like a lightweight database, for instance, use SQLite for local development and testing, then switch to the databases designed for high loads (such as PostgreSQL) in production.

  • Database errors are less common because there are now two layers between your application and the database server: the Python interpreter itself (this will catch the obvious syntax errors), and SQLAlchemy, which has well-defined APIs and its own layer of error-checking.

  • Your database code may become more efficient, thanks to SQLAlchemy's unit-of-work model that helps reduce...

Left arrow icon Right arrow icon

Description

Flask is a small and powerful web development framework for Python. It does not presume or force a developer to use a particular tool or library. Flask supports extensions that can add application features as if they were implemented in Flask itself. Flask’s main task is to build web applications quickly and with less code. With its lightweight and efficient web development framework, Flask combines rapid development and clean, simple design. This book will take you through the basics of learning how to apply your knowledge of Python to the web. Starting with the creation of a “Hello world” Flask app, you will be introduced to the most common Flask APIs and Flask’s interactive debugger. You will learn how to store and retrieve blog posts from a relational database using an ORM and also to map URLs to views. Furthermore, you will walk through template blocks, inheritance, file uploads, and static assets. You will learn to authenticate users, build log in/log out functionality, and add an administrative dashboard for the blog. Moving on, you will discover how to make Ajax requests from the template and see how the Mock library can simplify testing complex interactions. Finally, you will learn to deploy Flask applications securely and in an automated, repeatable manner, and explore some of the most popular Flask resources on the web.

Who is this book for?

This book is for anyone who wants to develop their knowledge of Python into something that can be used on the web. Flask follows the Python design principles and can be easily understood by anyone who knows Python, and even by those who do not.

What you will learn

  • Create your web pages to add modularity and flexibility to your web app using templates
  • Store and retrieve relational data using SQLAlchemy
  • Develop schema migrations with Alembic
  • Produce an admin section using flaskadmin
  • Build RESTful APIs using FlaskRestless
  • Simulate requests and sessions using the Flask test client
  • Make Ajax requests from Jinja2 templates
Estimated delivery fee Deliver to Greece

Premium delivery 7 - 10 business days

€17.95
(Includes tracking information)

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Nov 26, 2015
Length: 250 pages
Edition : 1st
Language : English
ISBN-13 : 9781783983360
Languages :
Tools :

What do you get with Print?

Product feature icon Instant access to your digital eBook copy whilst your Print order is Shipped
Product feature icon Paperback book shipped to your preferred address
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Shipping Address

Billing Address

Shipping Methods
Estimated delivery fee Deliver to Greece

Premium delivery 7 - 10 business days

€17.95
(Includes tracking information)

Product Details

Publication date : Nov 26, 2015
Length: 250 pages
Edition : 1st
Language : English
ISBN-13 : 9781783983360
Languages :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
€18.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
€189.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts
€264.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total 110.97
Learning Flask Framework
€36.99
Flask Blueprints
€36.99
Mastering Flask
€36.99
Total 110.97 Stars icon
Banner background image

Table of Contents

11 Chapters
1. Creating Your First Flask Application Chevron down icon Chevron up icon
2. Relational Databases with SQLAlchemy Chevron down icon Chevron up icon
3. Templates and Views Chevron down icon Chevron up icon
4. Forms and Validation Chevron down icon Chevron up icon
5. Authenticating Users Chevron down icon Chevron up icon
6. Building an Administrative Dashboard Chevron down icon Chevron up icon
7. AJAX and RESTful APIs Chevron down icon Chevron up icon
8. Testing Flask Apps Chevron down icon Chevron up icon
9. Excellent Extensions Chevron down icon Chevron up icon
10. Deploying Your Application Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.5
(2 Ratings)
5 star 50%
4 star 50%
3 star 0%
2 star 0%
1 star 0%
James Anderson Jun 01, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
A good book to learn from, but needs to updated to the latest Flask software.
Amazon Verified review Amazon
Zweibier Jul 09, 2016
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
I read few books on Flask, and this is one is quite good.The book walks through, step by step, building of a moderately complex Flask application, a blog engine.Many important aspects are discussed in detail, including model persistence with SQLAlchemy, login subsystem with Flask-login, building REST API with Flask-Restless and so on.By working through this book, I have learned how to design, structure, and build a real-world Flask application with all bells and whistles.Why not 5 stars then?Editing is quite subpar, there are many mistakes which should've be easily uncovered by a diligent editor, there is no errata (at least I didn't find it), no github repository with chapter by chapter source code; all I was able to find, was a source code of the completed application, on the publisher's Web site,
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

What is the delivery time and cost of print book? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela
What is custom duty/charge? Chevron down icon Chevron up icon

Customs duty are charges levied on goods when they cross international borders. It is a tax that is imposed on imported goods. These duties are charged by special authorities and bodies created by local governments and are meant to protect local industries, economies, and businesses.

Do I have to pay customs charges for the print book order? Chevron down icon Chevron up icon

The orders shipped to the countries that are listed under EU27 will not bear custom charges. They are paid by Packt as part of the order.

List of EU27 countries: www.gov.uk/eu-eea:

A custom duty or localized taxes may be applicable on the shipment and would be charged by the recipient country outside of the EU27 which should be paid by the customer and these duties are not included in the shipping charges been charged on the order.

How do I know my custom duty charges? Chevron down icon Chevron up icon

The amount of duty payable varies greatly depending on the imported goods, the country of origin and several other factors like the total invoice amount or dimensions like weight, and other such criteria applicable in your country.

For example:

  • If you live in Mexico, and the declared value of your ordered items is over $ 50, for you to receive a package, you will have to pay additional import tax of 19% which will be $ 9.50 to the courier service.
  • Whereas if you live in Turkey, and the declared value of your ordered items is over € 22, for you to receive a package, you will have to pay additional import tax of 18% which will be € 3.96 to the courier service.
How can I cancel my order? Chevron down icon Chevron up icon

Cancellation Policy for Published Printed Books:

You can cancel any order within 1 hour of placing the order. Simply contact customercare@packt.com with your order details or payment transaction id. If your order has already started the shipment process, we will do our best to stop it. However, if it is already on the way to you then when you receive it, you can contact us at customercare@packt.com using the returns and refund process.

Please understand that Packt Publishing cannot provide refunds or cancel any order except for the cases described in our Return Policy (i.e. Packt Publishing agrees to replace your printed book because it arrives damaged or material defect in book), Packt Publishing will not accept returns.

What is your returns and refunds policy? Chevron down icon Chevron up icon

Return Policy:

We want you to be happy with your purchase from Packtpub.com. We will not hassle you with returning print books to us. If the print book you receive from us is incorrect, damaged, doesn't work or is unacceptably late, please contact Customer Relations Team on customercare@packt.com with the order number and issue details as explained below:

  1. If you ordered (eBook, Video or Print Book) incorrectly or accidentally, please contact Customer Relations Team on customercare@packt.com within one hour of placing the order and we will replace/refund you the item cost.
  2. Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on customercare@packt.com who will be able to resolve this issue for you.
  3. You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
  4. Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
  5. If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
  6. Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged? Chevron down icon Chevron up icon

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use? Chevron down icon Chevron up icon

You can pay with the following card types:

  1. Visa Debit
  2. Visa Credit
  3. MasterCard
  4. PayPal
What is the delivery time and cost of print books? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela