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
Newsletter Hub
Free Learning
Arrow right icon
timer SALE ENDS IN
0 Days
:
00 Hours
:
00 Minutes
:
00 Seconds
Mastering PostgreSQL 11
Mastering PostgreSQL 11

Mastering PostgreSQL 11: Expert techniques to build scalable, reliable, and fault-tolerant database applications , Second Edition

Arrow left icon
Profile Icon Hans-Jürgen Schönig
Arrow right icon
$9.99 $35.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.1 (7 Ratings)
eBook Oct 2018 446 pages 2nd Edition
eBook
$9.99 $35.99
Paperback
$43.99
Subscription
Free Trial
Renews at $19.99p/m
Arrow left icon
Profile Icon Hans-Jürgen Schönig
Arrow right icon
$9.99 $35.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.1 (7 Ratings)
eBook Oct 2018 446 pages 2nd Edition
eBook
$9.99 $35.99
Paperback
$43.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
$9.99 $35.99
Paperback
$43.99
Subscription
Free Trial
Renews at $19.99p/m

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
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

Billing Address

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

Mastering PostgreSQL 11

Understanding Transactions and Locking

Now that we've covered the introduction to PostgreSQL 11, we want to focus our attention on the next important topic. Locking is a vital concept for any kind of database. It is not enough to understand just how it works to write proper or better applications it is also essential from a performance point of view. Without handling locks properly, your applications might not only be slow; they might also be wrong and behave in very unexpected ways. In my opinion, locking is the key to performance, and having a good overview of this will certainly help. Therefore, understanding locking and transactions is important for administrators and developers alike. In this chapter, you will learn about the following topics:

  • Working with PostgreSQL transactions
  • Understanding basic locking
  • Making use of FOR SHARE and FOR UPDATE
  • Understanding...

Working with PostgreSQL transactions

PostgreSQL provides you with a highly advanced transaction machinery that offers countless features to developers and administrators alike. In this section, we will look at the basic concept of transactions.

The first important thing to know is that, in PostgreSQL, everything is a transaction. If you send a simple query to the server, it is already a transaction. Here is an example:

test=# SELECT now(), now(); 
now | now
-------------------------------+------------------------------
2018-08-24 16:03:27.174253+02 | 2018-08-24 16:03:27.174253+02
(1 row)

In this case, the SELECT statement will be a separate transaction. If the same command is executed again, different timestamps will be returned.

Keep in mind that the now() function will return the transaction time. The SELECT statement will,...

Understanding basic locking

In this section, you will learn about basic locking mechanisms. The goal is to understand how locking works in general and how to get simple applications right.

To show you how things work, we will create a simple table. For demonstrative purposes, I will add one row to the table using a simple INSERT command:

test=# CREATE TABLE  t_test (id int);  
CREATE TABLE 
test=# INSERT INTO t_test VALUES (0); INSERT 0 1

The first important thing is that tables can be read concurrently. Many users reading the same data at the same time won't block each other. This allows PostgreSQL to handle thousands of users without any problems.

Multiple users can read the same data at the same time without blocking each other.

The question now is, what happens if reads and writes occur at the same time? Here is an example. Let's assume that the table contains...

Making use of FOR SHARE and FOR UPDATE

Sometimes, data is selected from the database, then some processing happens in the application, and finally, some changes are made back on the database side. This is a classic example of SELECT FOR UPDATE.

Here is an example that shows the way SELECT is often executed in the wrong way:

BEGIN;
SELECT * FROM invoice WHERE processed = false; ** application magic will happen here ** UPDATE invoice SET processed = true ... COMMIT;

The problem here is that two people might select the same unprocessed data. Changes that are made to these processed rows will then be overwritten. In short, a race condition will occur.

To solve this problem, developers can make use of SELECT FOR UPDATE. Here's how it can be used. The following example will show a typical scenario:

BEGIN; 
SELECT * FROM invoice WHERE processed = false FOR UPDATE; 
*...

Understanding transaction isolation levels

Up until now, you have seen how to handle locking, as well as some basic concurrency. In this section, you will learn about transaction isolation. To me, this is one of the most neglected topics in modern software development. Only a small fraction of software developers are actually aware of this issue, which in turn leads to mind-boggling bugs.

Here is an example of what can happen:

Transaction 1

Transaction 2

BEGIN;

SELECT sum(balance) FROM t_account;

User will see 300

BEGIN;

INSERT INTO t_account (balance) VALUES (100);

COMMIT;

SELECT sum(balance) FROM t_account;

User will see 400

COMMIT;

Most users would actually expect the first transaction to always return 300, regardless of the second transaction. However, this isn't true. By default, PostgreSQL runs in the READ COMMITTED...

Observing deadlocks and similar issues

Deadlocks are an important issue and can happen in every database. Basically, a deadlock will happen if two transactions have to wait on each other.

In this section, you will see how this can happen. Let's suppose we have a table containing two rows:

CREATE TABLE t_deadlock (id int);
INSERT INTO t_deadlock VALUES (1), (2);

The following example shows what can happen:

Transaction 1

Transaction 2

BEGIN;

BEGIN;

UPDATE t_deadlock

SET id = id * 10

WHERE id = 1;

UPDATE t_deadlock

SET id = id * 10

WHERE id = 2;

UPDATE t_deadlock

SET id = id * 10

WHERE id = 2;

Waiting on transaction 2

UPDATE t_deadlock

SET id = id * 10

WHERE id = 1;

Waiting on transaction 2

Waiting on transaction 1

Deadlock will be resolved after one second

(deadlock_timeout)

COMMIT;

ROLLBACK;

As soon as the deadlock is detected...

Utilizing advisory locks

PostgreSQL has a highly efficient and sophisticated transaction machinery that is capable of handling locks in a really fine-grained and efficient way. A few years ago, people came up with the idea of using this code to synchronize applications with each other.

Thus, advisory locks were born.

When using advisory locks, it is important to mention that they won't go away on COMMIT like normal locks do. Therefore, it is really important to make sure that unlocking is done properly and in a totally reliable way.

If you decide to use an advisory lock, what you really lock is a number. So, this isn't about rows or data; it is really just a number. Here's how it works:

Session 1

Session 2

BEGIN;

SELECT pg_advisory_lock(15);

SELECT pg_advisory_lock(15);

It has to wait

COMMIT;

It still has to wait

SELECT pg_advisory_unlock...

Optimizing storage and managing cleanup

Transactions are an integral part of the PostgreSQL system. However, transactions come with a small price tag attached. As we've already shown in this chapter, sometimes, concurrent users will be presented with different data. Not everybody will get the same data returned by a query. In addition to this, DELETE and UPDATE are not allowed to actually overwrite data since ROLLBACK would not work. If you happen to be in the middle of a large DELETE operation, you cannot be sure whether you will be able to COMMIT or not. In addition to this, data is still visible while you perform DELETE, and sometimes data is even visible once your modification has long since finished.

Consequently, this means that cleanup has to happen asynchronously. A transaction cannot clean up its own mess and COMMIT/ROLLBACK might be too early to take care of dead...

Summary

In this chapter, you learned about transactions, locking and its logical implications, and the general architecture the PostgreSQL transaction machinery can have for storage, concurrency, and administration. You saw how rows are locked and some of the features that are available in PostgreSQL.

In Chapter 3, Making Use of Indexes, you will learn about one of the most important topics in database work: indexing. You will also learn about the PostgreSQL query optimizer, as well as various types of indexes and their behavior.

Q&A

What is the purpose of a transaction?

Transactions are at the core of any modern relational database. The idea is to be able to make operations atomic. In other words, you want "everything or nothing". If you want to delete 1 million rows, for example, you want none or all of them to be gone you don't want to be stuck with a couple of remaining rows.

How long can a transaction in PostgreSQL be?

The most important thing is that the configuration of PostgreSQL doesn't really affect the maximum length of a transaction. Therefore, you can run basically (almost) infinitely long transactions changing billions of lines with hundreds of millions of statements.

What is transaction isolation?

Not all transactions are created equally. Therefore, in many cases, you have to control the visibility of data inside your transactions. This is exactly when transaction...

Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

  • Master advanced concepts of PostgreSQL 11 with real-world datasets and examples
  • Explore query parallelism, data replication, and database performance while working with larger datasets
  • Extend the functionalities of your PostgreSQL instance to suit your organization’s needs with minimal effort

Description

This second edition of Mastering PostgreSQL 11 helps you build dynamic database solutions for enterprise applications using the latest release of PostgreSQL, which enables database analysts to design both the physical and technical aspects of the system architecture with ease. This book begins with an introduction to the newly released features in PostgreSQL 11 to help you build efficient and fault-tolerant PostgreSQL applications. You’ll examine all of the advanced aspects of PostgreSQL in detail, including logical replication, database clusters, performance tuning, monitoring, and user management. You will also work with the PostgreSQL optimizer, configuring PostgreSQL for high speed, and see how to move from Oracle to PostgreSQL. As you progress through the chapters, you will cover transactions, locking, indexes, and optimizing queries to improve performance. Additionally, you’ll learn to manage network security and explore backups and replications, while understanding the useful extensions of PostgreSQL so that you can optimize the speed and performance of large databases. By the end of this book, you will be able to use your database to its utmost capacity by implementing advanced administrative tasks with ease.

Who is this book for?

This book is for data and database professionals wanting to implement advanced functionalities and master complex administrative tasks with PostgreSQL 11. Prior experience of database administration with PostgreSQL database will aid in understanding the concepts covered in this book.

What you will learn

  • Get to grips with advanced PostgreSQL 11 features and SQL functions
  • Make use of the indexing features in PostgreSQL and fine-tune the performance of your queries
  • Work with stored procedures and manage backup and recovery
  • Master replication and failover techniques
  • Troubleshoot your PostgreSQL instance for solutions to common and not-so-common problems
  • Perform database migration from MySQL and Oracle to PostgreSQL with ease

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 30, 2018
Length: 446 pages
Edition : 2nd
Language : English
ISBN-13 : 9781789539172
Category :
Concepts :
Tools :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
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

Billing Address

Product Details

Publication date : Oct 30, 2018
Length: 446 pages
Edition : 2nd
Language : English
ISBN-13 : 9781789539172
Category :
Concepts :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 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
$199.99 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
$279.99 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 $ 131.97
Learning PostgreSQL 11
$43.99
PostgreSQL 11 Server Side Programming Quick Start Guide
$43.99
Mastering PostgreSQL 11
$43.99
Total $ 131.97 Stars icon
Banner background image

Table of Contents

14 Chapters
PostgreSQL Overview Chevron down icon Chevron up icon
Understanding Transactions and Locking Chevron down icon Chevron up icon
Making Use of Indexes Chevron down icon Chevron up icon
Handling Advanced SQL Chevron down icon Chevron up icon
Log Files and System Statistics Chevron down icon Chevron up icon
Optimizing Queries for Good Performance Chevron down icon Chevron up icon
Writing Stored Procedures Chevron down icon Chevron up icon
Managing PostgreSQL Security Chevron down icon Chevron up icon
Handling Backup and Recovery Chevron down icon Chevron up icon
Making Sense of Backups and Replication Chevron down icon Chevron up icon
Deciding on Useful Extensions Chevron down icon Chevron up icon
Troubleshooting PostgreSQL Chevron down icon Chevron up icon
Migrating to PostgreSQL Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Top Reviews
Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.1
(7 Ratings)
5 star 57.1%
4 star 0%
3 star 42.9%
2 star 0%
1 star 0%
Filter icon Filter
Top Reviews

Filter reviews by




Igor Kustov Mar 08, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Pretty wide and easy read
Amazon Verified review Amazon
Matthew Perry Jan 21, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This is a great reference for anyone looking to take their PostgreSQL skills to the next level. It is not a beginner's book; the author assumes a good deal of knowledge about SQL databases to start. It's an excellent companion to resources like Bruce Momjian's presentations on postgres internals.There are a few errors and typos which I've unfortunately come to expect from the editors at Packt. But overall the quality is excellent and the errors don't detract from the content. I would have liked to see more information on high-availability replication setups but, as the author mentions, that is a topic for an entire book.Overall, very happy with my purchase. Each chapter is filled with solid, conscise prose and practical examples to demonstrate the themes. It's now a permanent fixture on my desk.
Amazon Verified review Amazon
NagarjunaReddy Nov 12, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Covered all concepts in depth with proper examples we can read once and then we can use as reference whenever required
Amazon Verified review Amazon
Charles May 17, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Well done.
Amazon Verified review Amazon
S. L-o Dec 04, 2019
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
Quite a few typos and wrong outputs. By the end of the book narrative becomes completely unstructured and rushed. For example replication chapter completely fails to deliver information clearly.
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.