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- 6. Table of Contents PostgreSQL Server Programming Second Edition Credits About the Authors About the Reviewers www.PacktPub.com Support files, eBooks, discount offers, and more Why subscribe? Free access for Packt account holders Preface What this book covers What you need for this book Who this book is for Conventions Reader feedback Customer support Downloading the example code Errata Piracy Questions 1. What Is a PostgreSQL Server? Why program in the server? Using PL/pgSQL for integrity checks About this book's code examples Switching to the expanded display Moving beyond simple functions Data comparisons using operators Managing related data with triggers Auditing changes Data cleaning Custom sort orders Programming best practices KISS – keep it simple stupid
- 7. DRY – don't repeat yourself YAGNI – you ain't gonna need it SOA – service-oriented architecture Type extensibility Caching Wrapping up – why program in the server? Performance Ease of maintenance Improved productivity Simple ways to tighten security Summary 2. Server Programming Environments Cost of acquisition Availability of developers Licensing Predictability Community Procedural languages Third-party tools Platform compatibility Application design Databases are considered harmful Encapsulation What does PostgreSQL offer? Data locality More basics Transactions General error reporting and error handling User-defined functions Other parameters More control Summary 3. Your First PL/pgSQL Function Why PL/pgSQL? The structure of a PL/pgSQL function Accessing function arguments
- 8. Conditional expressions Loops with counters Statement termination Looping through query results PERFORM versus SELECT Looping Through Arrays Returning a record Acting on the function's results Summary 4. Returning Structured Data Sets and arrays Returning sets Returning a set of integers Using a set returning function Functions based on views OUT parameters and records OUT parameters Returning records Using RETURNS TABLE Returning with no predefined structure Returning SETOF ANY Variadic argument lists A summary of the RETURN SETOF variants Returning cursors Iterating over cursors returned from another function Wrapping up of functions returning cursors Other ways to work with structured data Complex data types for the modern world – XML and JSON XML data type and returning data as XML from functions Returning data in the JSON format Summary 5. PL/pgSQL Trigger Functions Creating the trigger function Creating the trigger Working on a simple "Hey, I'm called" trigger The audit trigger
- 9. Disallowing DELETE Disallowing TRUNCATE Modifying the NEW record The timestamping trigger The immutable fields trigger Controlling when a trigger is called Conditional triggers Triggers on specific field changes Visibility Most importantly – use triggers cautiously! Variables passed to the PL/pgSQL TRIGGER function Summary 6. PostgreSQL Event Triggers Use cases for creating event triggers Creating event triggers Creating an audit trail Preventing schema changes A roadmap of event triggers Summary 7. Debugging PL/pgSQL Manual debugging with RAISE NOTICE Throwing exceptions Logging to a file The advantages of RAISE NOTICE The disadvantages of RAISE NOTICE Visual debugging Installing the debugger Installing the debugger from the source Installing pgAdmin3 Using the debugger The advantages of the debugger The disadvantages of the debugger Summary 8. Using Unrestricted Languages Are untrusted languages inferior to trusted ones? Can you use untrusted languages for important functions?
- 10. Will untrusted languages corrupt the database? Why untrusted? Why PL/Python? Quick introduction to PL/Python A minimal PL/Python function Data type conversions Writing simple functions in PL/Python A simple function Functions returning a record Table functions Running queries in the database Running simple queries Using prepared queries Caching prepared queries Writing trigger functions in PL/Python Exploring the inputs of a trigger A log trigger Constructing queries Handling exceptions Atomicity in Python Debugging PL/Python Using plpy.notice() to track the function's progress Using assert Redirecting sys.stdout and sys.stderr Thinking out of the "SQL database server" box Generating thumbnails when saving images Sending an e-mail Listing directory contents Summary 9. Writing Advanced Functions in C The simplest C function – return (a + b) add_func.c Version 0 call conventions Makefile CREATE FUNCTION add(int, int) add_func.sql.in
- 11. Summary for writing a C function Adding functionality to add(int, int) Smart handling of NULL arguments Working with any number of arguments Basic guidelines for writing C code Memory allocation Use palloc() and pfree() Zero-fill the structures Include files Public symbol names Error reporting from C functions "Error" states that are not errors When are messages sent to the client? Running queries and calling PostgreSQL functions A sample C function using SPI Visibility of data changes More info on SPI_* functions Handling records as arguments or returned values Returning a single tuple of a complex type Extracting fields from an argument tuple Constructing a return tuple Interlude – what is Datum? Returning a set of records Fast capturing of database changes Doing something at commit/rollback Synchronizing between backends Writing functions in C++ Additional resources for C Summary 10. Scaling Your Database with PL/Proxy Creating a simple single-server chat Dealing with success – splitting tables over multiple databases What expansion plans work and when? Moving to a bigger server Master-slave replication – moving reads to slave Multimaster replication
- 12. Data partitioning across multiple servers Splitting the data PL/Proxy – the partitioning language Installing PL/Proxy The PL/Proxy language syntax CONNECT, CLUSTER, and RUN ON SELECT and TARGET SPLIT – distributing array elements over several partitions The distribution of data Configuring the PL/Proxy cluster using functions Configuring the PL/Proxy cluster using SQL/MED Moving data from the single to the partitioned database Connection Pooling Summary 11. PL/Perl – Perl Procedural Language When to use PL/Perl Installing PL/Perl A simple PL/Perl function Passing and returning non-scalar types Writing PL/Perl triggers Untrusted Perl Summary 12. PL/Tcl – Tcl Procedural Language Installing PL/Tcl A simple PL/Tcl function Null checking with Strict functions The parameter format Passing and returning arrays Passing composite-type arguments Accessing databases Writing PL/Tcl triggers Untrusted Tcl Summary 13. Publishing Your Code as PostgreSQL Extensions When to create an extension Unpackaged extensions
- 13. Extension versions The .control file Building an extension Installing an extension Viewing extensions Publishing your extension Introduction to PostgreSQL Extension Network Signing up to publish your extension Creating an extension project the easy way Providing the metadata about the extension Writing your extension code Creating the package Submitting the package to PGXN Installing an extension from PGXN Summary 14. PostgreSQL as an Extensible RDBMS What can't be extended? Creating a new operator Overloading an operator Optimizing operators COMMUTATOR NEGATOR Creating index access methods Creating user-defined aggregates Using foreign data wrappers Summary Index
- 14. PostgreSQL Server Programming Second Edition
- 15. PostgreSQL Server Programming Second Edition Copyright © 2015 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. First published: June 2013 Second edition: February 2015 Production reference: 1210215 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK.
- 17. Credits Authors Usama Dar Hannu Krosing Jim Mlodgenski Kirk Roybal Reviewers Stephen Frost Rick van Hattem Vibhor Kumar Jeff Lawson Mariano Reingart Julien Tachoires Commissioning Editor Usha Iyer Acquisition Editors Antony Lowe Meeta Rajani Sam Wood
- 18. Content Development Editor Adrian Raposo Technical Editors Mrunmayee Patil Chinmay Puranik Copy Editors Dipti Kapadia Aarti Saldanha Project Coordinator Kinjal Bari Proofreaders Maria Gould Linda Morris Indexer Monica Ajmera Mehta Production Coordinator Nitesh Thakur Cover Work Nitesh Thakur
- 19. About the Authors Usama Dar is a seasoned software developer and architect. During his 14 years' career, he has worked extensively with PostgreSQL and other database technologies. He worked on PostgreSQL internals extensively while he was working for EnterpriseDB. Currently, he lives in Munich where he works for Huawei's European Research Center. He designs the next generation of high-performance database systems based on open source technologies, such as PostgreSQL, which are used under high workloads and strict performance requirements. Hannu Krosing was a PostgreSQL user before it was rewritten to use SQL as its main query language in 1995. Therefore, he has both the historic perspective of its development, as well as almost 20 years of experience in using it to solve various real-life problems. He was the first database administrator and database architect at Skype, where he invented the sharding language PL/Proxy that allows you to scale the user database in order to work with billions of users. After he left Skype at the end of 2006—about a year after it was bought by eBay—he has been working as a PostgreSQL consultant with 2ndQuadrant, the premier PostgreSQL consultancy with a global reach and local presence in most parts of the world. He has coauthored PostgreSQL 9 Administration Cookbook, Packt Publishing, together with one of the main PostgreSQL developers, Simon Riggs. I want to sincerely thank my wife, Evelyn, for her support while writing this book.
- 20. Jim Mlodgenski is the CTO of OpenSCG, a professional services company focused on leveraging open source technologies for strategic advantage. He was formerly the CEO of StormDB, a database cloud company focused on horizontal scalability. Prior to StormDB, he has held highly technical roles at Cirrus Technology, Inc., EnterpriseDB, and Fusion Technologies. Jim is also a fervent advocate of PostgreSQL. He is on the board of the United States PostgreSQL Association as well as a part of the organizing teams of the New York PostgreSQL User Group and Philadelphia PostgreSQL User Group. Kirk Roybal has been an active member of the PostgreSQL community since 1998. He has helped organize user groups in Houston, Dallas, and Bloomington, IL. He has mentored many junior database administrators and provided cross-training to senior database engineers. He has provided solutions using PostgreSQL for reporting, business intelligence, data warehousing, applications, and development support. He saw the scope of PostgreSQL when his first small-scale business customer asked for a web application. At that time, competitive database products were either extremely immature or cost prohibitive. Kirk has stood by his choice of PostgreSQL for many years now. His expertise is founded on keeping up with features and capabilities as they become available. Writing a book has been a unique experience for me. Many people fantasize about it, few start one, and even fewer get to publication. I am proud to be part of a team that actually made it to the book shelf (which itself is a diminishing breed). Thanks to Sarah Cullington from Packt Publishing for giving me a chance to participate in the project. I believe that the PostgreSQL
- 21. community will be better served by this information, and I hope that they receive this as a reward for the time that they have invested in me over the years. A book only has the value that the readers give it. Thank you to the PostgreSQL community for all the technical, personal, and professional development help you have provided. The PostgreSQL community is a great bunch of people, and I have enjoyed the company of many of them. I hope to contribute more to this project in the future, and I hope you find my contributions as valuable as I find yours. Thank you to my family for giving me a reason to succeed and for listening to the gobbledygook and nodding appreciatively. Have you ever had your family ask you what you were doing and answered them with a function? Try it. No, then again, don't try it. They may just have you involuntarily checked in somewhere.
- 22. About the Reviewers Stephen Frost is a major contributor and committer to PostgreSQL, who has been involved with PostgreSQL since 2002, and has developed features such as the role system and column-level privileges. He is the chief technology officer at Crunchy Data Solutions, Inc., the PostgreSQL company for Secure Enterprises. He is involved in the advancement of PostgreSQL's capabilities, particularly in the area of security in order to support the needs of government and financial institutions who have strict security and regulatory requirements. Rick van Hattem is an entrepreneur with a computer science background and a long-time open source developer with vast experience in the C, C++, Python, and Java languages. Additionally, he has worked with most large database servers such as Oracle, MS SQL, and MySQL, but he has been focusing on PostgreSQL since Version 7.4. He is one of the founders of the Fashiolista.com social network, and until recently, he was the CTO. Here, he used PostgreSQL to scale the feeds for millions of users to show that PostgreSQL can hold up to NoSQL solutions, given some tuning and additional tools. After Fashiolista, he worked as a freelance consultant for several companies, including 2ndQuadrant. He is currently the founder of PGMon.com, a monitoring service that analyzes your databases, indexes, and queries to keep them running at peak performance. In addition to analyzing your database settings, the system actively monitors your queries and gives you recommendations to enhance performance. He is also the creator and maintainer of a large number of open source projects, such as pg_query_analyser, pg_cascade_timestamp,
- 23. QtQuery, Python-Statsd, and Django-Statsd. Vibhor Kumar is a principal system architect at EnterpriseDB who specializes in assisting Fortune 100 companies to deploy, manage, and optimize Postgres databases. He joined EnterpriseDB in 2008 to work with Postgres after several years of working with Oracle systems. He has worked in team leadership roles at IBM Global Services and BMC Software as well as an Oracle database administrator at CMC Ltd. for several years. He has developed expertise in Oracle, DB2, and MongoDB and holds certifications in them. He has experience working with MS SQL Server, MySQL, and data warehousing. He holds a bachelor's degree in computer science from the University of Lucknow and a master's degree in computer science from the Army Institute of Management, Kolkata. He is a certified PostgreSQL trainer and holds a professional certification in Postgres Plus Advanced Server from EnterpriseDB. Jeff Lawson has been a fan and user of PostgreSQL since the time he discovered it in 2001. Over the years, he has also developed and deployed applications for IBM DB2, Oracle, MySQL, Microsoft SQL Server, Sybase, and others, but he always prefers PostgreSQL for its balance of features and openness. Much of his experience involves developing for Internet-facing websites/projects that require highly scalable databases with high availability or with provisions for disaster recovery. He currently works as the director of software development for FlightAware, which is an airplane-tracking website that uses PostgreSQL and other open source software to store and analyze the positions of the thousands of flights that are operated worldwide every day. He has extensive experience in software architecture, data security, and network protocol design from the software engineering positions he has held at Univa / United Devices, Microsoft, NASA's Jet Propulsion Laboratory, and WolfeTech. He is a founder of distributed.net, which pioneered distributed computing in the 1990s, and he continues to serve as the chief of operations and
- 24. as a member of the board there. He earned a BSc degree in computer science from Harvey Mudd College. He is fond of cattle, holds an FAA private pilot certificate, and owns an airplane based in Houston, Texas. Mariano Reingart lives in Buenos Aires, Argentina, and is a specialist in the software development of applications and libraries (web services, PDF, GUI, replication, and so on) with more than 10 years of experience. Currently, he is the PostgreSQL regional contact for Argentina and a Python Software Foundation member. He is a major contributor to the web2py Python web framework, and now he's working on the wxWidgets multiplatform GUI toolkit (specifically in the Qt port and Android mobile areas). Also, he has contributed to more than a dozen open source projects, including an interface for Free Electronic Invoice web services (PyAfipWs) and Pythonic replication for PostgreSQL (PyReplica). He has a bachelor's degree in computer systems analysis, and currently, he's a master's candidate for the MSc in free software degree at the Open University of Catalonia. He works on his own funded entrepreneurial venture formed by an open group of independent professionals, dedicated to software development, training, and technical support, focusing on open source tools (GNU/Linux, Python, PostgreSQL, and web2py/wxPython). He has worked for local Python-based companies in large business applications (ERP, SCM, and CRM) and mission critical systems (election counting, electronic voting, and 911 emergency events support). He has contributed to books such as web2py Enterprise Web Framework, Third Edition, and web2py Application Development Cookbook, Packt Publishing, and several Spanish translations of the PostgreSQL official documentation.
- 25. His full resume is available at http://reingart.blogspot.com/p/resume.html. Julien Tachoires is a PostgreSQL specialist, who works as consultant for the French PostgreSQL company Dalibo. He is the main developer of pg_activity, a top-end software dedicated to follow the PostgreSQL incoming traffic in real time, which is written in Python. I want to thank my employer Dalibo; my wife, Camille; and my son, Arthur.
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- 28. Preface This fascinating guide to server programming will take your skills of PostgreSQL to a whole new level. A step-by-step approach with illuminating examples will educate you about the full range of possibilities. You will understand the extension framework of PostgreSQL and leverage it in ways you haven't even invented yet. You will learn how to write functions and create your own data types, all in your favorite programming language. It is a step-by-step tutorial, with plenty of tips and tricks to kick-start server programming.
- 29. What this book covers Chapter 1, What Is a PostgreSQL Server?, introduces you to the PostgreSQL server and will set the tone for the rest of the book. It introduces you to the ways in which a PostgreSQL server is extendible, and shows you that it can be treated as a complete software development framework instead of just a database server. Chapter 2, Server Programming Environments, elaborates that PostgreSQL is built to handle user needs, but more importantly, it is built not to change underneath users in the future. It will touch upon the environments and will highlight some of the important things to be kept in mind when programming on the server in PostgreSQL. Chapter 3, Your First PL/pgSQL Function, builds the foundations by demonstrating how to write simple PL/pgSQL functions. Chapter 4, Returning Structured Data, builds on the knowledge of writing PL/pgSQL functions and demonstrates how to write functions that return a set of values such as rows, arrays, and cursors. Chapter 5, PL/pgSQL Trigger Functions, discusses how to write PL/pgSQL functions that are used to write trigger logic. It also discusses the various types of triggers available in PostgreSQL and the options that a database developer has when writing such functions. Chapter 6, PostgreSQL Event Triggers, discusses PostgreSQL's event trigger functionality. Event triggers are fired when running a DDL operation on a table. This chapter discusses the various possibilities and options of creating event triggers and their limitations in PostgreSQL. Chapter 7, Debugging PL/pgSQL, elaborates on how to debug PL/pgSQL's stored procedures and functions in PostgreSQL. This
- 30. chapter explains how to install the debugger plugin and use the pgAdmin debugger console. Chapter 8, Using Unrestricted Languages, explains the differences between restricted and unrestricted PostgreSQL languages. This chapter uses PL/Python as an example and demonstrates the examples of both restricted and unrestricted functions in PL/Python. Chapter 9, Writing Advanced Functions in C, explains how to extend PostgreSQL by writing user-defined functions (UDFs) in C. Chapter 10, Scaling Your Database with PL/Proxy, explains the use of a special programming language in PostgreSQL called PL/Proxy and how to use it in order to partition and shard your database. Chapter 11, PL/Perl – Perl Procedural Language, discusses a popular PL language in PostgreSQL called PL/Perl. This chapter uses some simple examples to demonstrate how you can use Perl to write database functions. Chapter 12, PL/Tcl – Tcl Procedural Language, discusses Tcl as a language of choice when writing database functions. It discusses the pros and cons of using Tcl in the database. Chapter 13, Publishing Your Code as PostgreSQL Extensions, discusses how to package and distribute the PostgreSQL extensions. Well-packaged extensions can be easily distributed and installed by other users. This chapter also introduces you to the PostgreSQL Extension Network (PGXN) and shows you how to use it to get the extensions published by other developers. Chapter 14, PostgreSQL as an Extensible RDBMS, discusses more extensibility options in PostgreSQL, such as creating new data types, operators, and index methods.
- 31. What you need for this book In order to follow this book, you need the following software: PostgreSQL Database Server 9.4 Linux/Unix Operating System Python 2, Perl, and Tcl
- 32. Who this book is for This book is for moderate to advanced level PostgreSQL database professionals. To get a better understanding of this book, you should have a general experience in writing SQL, a basic idea of query tuning, and some coding experience in a language of your choice.
- 33. Conventions In this book, you will find a number of text styles that distinguish between different kinds of information. Here are some examples of these styles and an explanation of their meaning. Code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles are shown as follows: "If any of the checks fail, you should do ROLLBACK instead of COMMIT." A block of code is set as follows: CREATE TABLE accounts(owner text, balance numeric, amount numeric); INSERT INTO accounts VALUES ('Bob',100); INSERT INTO accounts VALUES ('Mary',200); When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold: CREATE OR REPLACE FUNCTION fibonacci_seq(num integer) RETURNS SETOF integer AS $$ DECLARE a int := 0; b int := 1; BEGIN IF (num <= 0) THEN RETURN; END IF;
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