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Lewis_636-6Front.fm Page i Thursday, October 6, 2005 5:36 AM

Cost-Based Oracle
Fundamentals

■■■

Jonathan Lewis


Lewis_636-6Front.fm Page ii Thursday, October 6, 2005 5:36 AM

Cost-Based Oracle Fundamentals
Copyright © 2006 by Jonathan Lewis
All rights reserved. No part of this work may be reproduced or transmitted in any form or by any means,
electronic or mechanical, including photocopying, recording, or by any information storage or retrieval
system, without the prior written permission of the copyright owner and the publisher.
ISBN (pbk): 1-59059-636-6
Printed and bound in the United States of America 9 8 7 6 5 4 3 2 1
Trademarked names may appear in this book. Rather than use a trademark symbol with every occurrence
of a trademarked name, we use the names only in an editorial fashion and to the benefit of the trademark
owner, with no intention of infringement of the trademark.
Lead Editor: Tony Davis
Technical Reviewers: Christian Antognini, Wolfgang Breitling
Editorial Board: Steve Anglin, Dan Appleman, Ewan Buckingham, Gary Cornell, Tony Davis, Jason Gilmore,
Jonathan Hassell, Chris Mills, Dominic Shakeshaft, Jim Sumser
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Indexer: Valerie Perry
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Manufacturing Director: Tom Debolski
Distributed to the book trade worldwide by Springer-Verlag New York, Inc., 233 Spring Street, 6th Floor,
New York, NY 10013. Phone 1-800-SPRINGER, fax 201-348-4505, e-mail , or
visit .
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The information in this book is distributed on an “as is” basis, without warranty. Although every precaution
has been taken in the preparation of this work, neither the author(s) nor Apress shall have any liability to
any person or entity with respect to any loss or damage caused or alleged to be caused directly or indirectly
by the information contained in this work.
The source code for this book is available to readers at in the Source Code section.


Lewis_636-6Front.fm Page iii Thursday, October 6, 2005 5:36 AM

Contents at a Glance
Foreword . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xiii
About the Author . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xv
About the Technical Reviewers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xvii
Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xix
Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xxi

■CHAPTER 1


What Do You Mean by Cost? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1

■CHAPTER 2

Tablescans . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9

■CHAPTER 3

Single Table Selectivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41

■CHAPTER 4

Simple B-tree Access . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61

■CHAPTER 5

The Clustering Factor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87

■CHAPTER 6

Selectivity Issues . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115

■CHAPTER 7

Histograms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151

■CHAPTER 8

Bitmap Indexes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181


■CHAPTER 9

Query Transformation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207

■CHAPTER 10

Join Cardinality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265

■CHAPTER 11

Nested Loops . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307

■CHAPTER 12

Hash Joins . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319

■CHAPTER 13

Sorting and Merge Joins . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353

■CHAPTER 14

The 10053 Trace File . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 403

■APPENDIX A

Upgrade Headaches . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453

■APPENDIX B


Optimizer Parameters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465

■INDEX . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 475

iii


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