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Mastering PostgreSQL 11
Mastering PostgreSQL 11

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

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Profile Icon Hans-Jürgen Schönig
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Full star icon Full star icon Full star icon Full star icon Half star icon 4.1 (7 Ratings)
Paperback Oct 2018 446 pages 2nd Edition
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Arrow left icon
Profile Icon Hans-Jürgen Schönig
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€18.99 per month
Full star icon Full star icon Full star icon Full star icon Half star icon 4.1 (7 Ratings)
Paperback Oct 2018 446 pages 2nd Edition
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€17.99 €26.99
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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...

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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

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Publication date : Oct 30, 2018
Length: 446 pages
Edition : 2nd
Language : English
ISBN-13 : 9781789537819
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Length: 446 pages
Edition : 2nd
Language : English
ISBN-13 : 9781789537819
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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

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Full star icon Full star icon Full star icon Full star icon Half star icon 4.1
(7 Ratings)
5 star 57.1%
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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
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