author | Dominic Pinkman <Dominic.Pinkman@Nokia.com> |
Wed, 31 Mar 2010 11:11:55 +0100 | |
changeset 7 | 51a74ef9ed63 |
permissions | -rw-r--r-- |
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<?xml version="1.0" encoding="utf-8"?> |
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<!-- Copyright (c) 2007-2010 Nokia Corporation and/or its subsidiary(-ies) All rights reserved. --> |
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<!-- This component and the accompanying materials are made available under the terms of the License |
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"Eclipse Public License v1.0" which accompanies this distribution, |
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and is available at the URL "http://www.eclipse.org/legal/epl-v10.html". --> |
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<!-- Initial Contributors: |
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Nokia Corporation - initial contribution. |
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Contributors: |
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--> |
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<!DOCTYPE concept |
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PUBLIC "-//OASIS//DTD DITA Concept//EN" "concept.dtd"> |
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<concept id="GUID-B994E6F7-228A-5433-B87F-91857C5D93D6" xml:lang="en"><title>SQL Insertion |
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Tips</title><shortdesc>This guide provides some tips for using COMMIT statements.</shortdesc><prolog><metadata><keywords/></metadata></prolog><conbody> |
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<section id="GUID-A3DC5F3F-92C6-4847-A9C5-A227F777D7D3"><title>Introduction</title> <p>INSERT, UPDATE and DELETE operations |
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are all very fast. However, COMMIT statements are very slow. You need to consider |
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several techniques to ensure you make the best use of COMMIT statements. </p> <p><b>Intended audience:</b> </p> <p>This document is intended to be used by |
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Symbian platfomr licensees and third party application developers. </p> </section> |
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<section id="GUID-C12416F0-87D5-59AA-A08F-A1741A3FD3ED"><title>INSERT and |
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UPDATE are Fast but COMMIT is Slow</title> <p>A programmer migrating to this |
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database engine might write a test program to see how many INSERT statements |
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per second it can do. They create an empty database with a single empty table. |
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Then they write a loop that runs a few thousand times and does a single INSERT |
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statement on each iteration. Upon timing this program they find that it appears |
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to only be doing a couple of dozen INSERTs per second. </p> <p>“Everybody |
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I talked to says SQLite is suppose to be really fast”, the new programmer |
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will typically complain, “But I'm only getting 20 or 30 INSERTs per second!” </p> <p>In |
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reality, SQLite can achieve around 50000 or more INSERTs per second on a modern |
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workstation, although less on a typical embedded platform. But the characteristics |
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of the underlying storage medium and the fact that the database engine guarantees |
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atomic updates to the database mean that it can only achieve a few dozen COMMIT |
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operations per second. </p> <p>Unless you take specific action to tell SQLite |
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to do otherwise, it will automatically insert a COMMIT operation after every |
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insert. So the programmers described above are really measuring the number |
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of transactions per second, not the number of INSERTs. This is a very important |
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distinction. </p> <p>Why is COMMIT so much slower than INSERT? SQLite guarantees |
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that changes to a database are ACID – Atomic, Consistent, Isolated, and Durable. |
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The Atomic and Durable parts are what take the time. </p> <p>In order to be |
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Atomic, the database engine has to go through an elaborate protocol with the |
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underlying file system, which ultimately means that every modified page of |
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the database file must be written twice. </p> <p>In order to be durable, the |
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COMMIT operation must not return until all content has been safely written |
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to nonvolatile media. At least two consecutive non-concurrent writes to flash |
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memory must occur in order to COMMIT. </p> <p>An atomic and durable COMMIT |
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is a very powerful feature that can help you to build a system that is resilient, |
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even in the face of unplanned system crashes or power failures. But the price |
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of this resilience is that COMMIT is a relatively slow operation. Hence if |
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performance is a priority you should strive to minimize the number of COMMITs. </p> <p>If |
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you need to do more than one INSERT or UPDATE or DELETE operation, you are |
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advised to put them all inside a single explicit transaction by running the |
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BEGIN statement prior to the first changes and executing COMMIT once all changes |
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have finished. In this way, all your changes occur within a single transaction |
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and only a single time-consuming COMMIT operation must occur. </p> <p>If you |
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omit the explicit BEGIN...COMMIT, then SQLite automatically inserts an implicit |
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BEGIN...COMMIT around each of your INSERT, UPDATE, and DELETE statements, |
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which means you end of doing many COMMITs which will always be much slower |
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than doing just one. </p> </section> |
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<section id="GUID-0E57010E-E3AB-573E-B550-72DE36725D1B"><title>Batch INSERT, |
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UPDATE, and DELETE Operations Using TEMP Tables</title> <p>As described above, |
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when you have many changes to make to a database, you are advised to make |
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all those changes within a single explicit transaction by preceding the first |
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change with a BEGIN statement and concluding the changes with a COMMIT statement. </p> <p>The |
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problem with BEGIN...COMMIT is that BEGIN acquires an exclusive lock on the |
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database file which is not released until the COMMIT completes. That means |
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that only a single connection to the database can be in the middle of a BEGIN...COMMIT |
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at one time. If another thread or process tries to start a BEGIN...COMMIT |
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while the first is busy, the second has to wait. To avoid holding up other |
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threads and processes, therefore, every BEGIN should be followed by a COMMIT |
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as quickly as possible. </p> <p>But sometimes you run into a situation where |
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you have to make periodic INSERTs or UPDATEs to a database based on timed |
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or external events. For example, you may want to do an INSERT into an event |
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log table once every 250 milliseconds or so. You could do a separate INSERT |
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for each event, but that would mean doing a separate COMMIT four times per |
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second, which is perhaps more overhead than you desire. On the other hand, |
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if you did a BEGIN and accumulated several seconds worth of INSERTs you could |
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avoid doing a COMMIT except for every 10<sup>th</sup> second or so. The trouble |
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there is that other threads and processes are unable to write to the database |
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while the event log is holding its transaction open. </p> <p>The usual method |
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for avoiding this dilemma is to store all of the INSERTs in a separate TEMP |
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table, then periodically flush the content of the TEMP table into the main |
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database with a single operation. </p> <p>A TEMP table works just like a regular |
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database table except that a TEMP table is only visible to the database connection |
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that creates it, and the TEMP table is automatically dropped when the database |
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connection is closed. You create a TEMP table by inserting the “TEMP” or “TEMPORARY” |
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keyword in between “CREATE” and “TABLE”, like this: </p> <codeblock id="GUID-90068863-645B-551F-8A85-A12ED647F1AA" xml:space="preserve"> |
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CREATE TEMP TABLE event_accumulator( |
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eventId INTEGER, |
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eventArg TEXT |
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); |
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</codeblock> <p>Because TEMP tables are ephemeral (meaning that they do not |
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persist after the database connection closes) SQLite does not need to worry |
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about making writes to a TEMP table atomic or durable. Hence a COMMIT to a |
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TEMP table is very quick. </p> <p>A process can do multiple INSERTs into a |
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TEMP table without having to enclose those INSERTs within an explicit BEGIN...COMMIT |
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for efficiency. Writes to a TEMP table are always efficient regardless of |
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whether or not they are enclosed in an explicit transaction. </p> <p>So as |
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events arrive, they can be written into the TEMP table using isolated INSERT |
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statements. But because the TEMP table is ephemeral, one must take care to |
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periodically flush the contents of the TEMP table into the main database where |
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they will persist. So every 10 seconds or so (depending on the application |
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requirements) you can run code like this: </p> <codeblock id="GUID-F51D81FE-5F85-5C22-96AC-4CC69AF00BC4" xml:space="preserve"> |
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BEGIN; |
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INSERT INTO event_log SELECT * FROM event_accumulator; |
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DELETE FROM event_accumulator; |
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COMMIT; |
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</codeblock> <p>These statements transfer the content of the ephemeral event_accumulator |
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table over to the persistent event_log table as a single atomic operation. |
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Since this transfer occurs relatively infrequently, minimal database overhead |
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is incurred. </p> </section> |
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<section id="GUID-83C876AB-7C3F-5BFC-8F02-6503A0B3D8D6"><title>Use Bound Parameters</title> <p>Suppose |
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you have a descriptor, nameDes, and you want to insert that value into the |
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namelist table of a database. One way to proceed is to construct an appropriate |
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112 |
INSERT statement that contains the desired string value as a SQL string literal, |
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then run that INSERT statement. Pseudo-code for this approach follows: </p> <codeblock id="GUID-B96D98B4-ED28-566D-A0AA-073E4BEC6954" xml:space="preserve"> |
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_LIT(KSql, “INSERT INTO namelist VALUES('%S')”); |
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sqlBuf.Format(KSql, nameDes); |
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sqlDatabase.Execute(sql); |
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</codeblock> <p>The INSERT statement is constructed by the call to <codeph>Format()</codeph> on |
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the second line of the example above. The first argument is a template for |
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the SQL statement. The value of the nameDes descriptor is inserted where the |
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%S occurs in the template. Notice that the %S is surrounded by single quotes |
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so that the string will be properly contained in SQL standard quotes. </p> <p>This |
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approach works as long as the value in nameDes does not contain any single-quote |
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characters. If nameDes does contain one or more single-quotes, then the string |
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124 |
literal in the INSERT statement will not be well-formed and a syntax error |
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might occur. Or worse, if a hostile user is able to control the content of |
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nameDes, they might be able to put text in nameDes that looked something like |
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this: </p> <codeblock id="GUID-12627B2F-D98A-5170-9E6F-6C3EFA33EA87" xml:space="preserve"> |
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128 |
hi'); DELETE FROM critical_table; SELECT 'hi |
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</codeblock> <p>This would result in the sqlBuf variable holding </p> <codeblock id="GUID-FD6A2B42-8260-535B-80D3-B99C726B02FC" xml:space="preserve"> |
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INSERT INTO namelist VALUES('hi'); DELETE FROM critical_table; SELECT 'hi' |
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</codeblock> <p>Your adversary has managed to convert your single INSERT statement |
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into three separate SQL statements, one of which does things that you probably |
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do not want to happen. This is called an “SQL Injection Attack”. You want |
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134 |
to be very, very careful to avoid SQL injection attacks as they can seriously |
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135 |
compromise the security of your application. </p> <p>SQLite allows you to |
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136 |
specify parameters in SQL statements and then substitute values for those |
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parameters prior to running the SQL. Parameters can take several forms, including: </p> <codeblock id="GUID-8255AFE5-CFA2-5DAD-A168-2A7294021AC6" xml:space="preserve"> |
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138 |
? |
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139 |
?NNN |
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140 |
:AAA |
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141 |
@AAA |
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142 |
$AAA |
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</codeblock> <p>In the above, NNN means any sequence of digits and AAA means |
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144 |
any sequence of alphanumeric characters and underscores. In this example we |
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will stick with the first and simplest form – the question mark. The operation |
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above would be rewritten as shown below. (Error checking is omitted from this |
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example for brevity.) </p> <codeblock id="GUID-292857E5-9219-5AD5-B05A-9C9A47055741" xml:space="preserve"> |
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148 |
_LIT(KSql, “INSERT INTO namelist VALUES(?)”); |
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149 |
RSqlStatement s; |
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s.PrepareL(db, KSql); |
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s.BindText(1, nameDes); |
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s.Exec(); |
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s.Close(); |
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</codeblock> <p> <codeph> PrepareL()</codeph> compiles the SQL statement held |
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in the literal KSql. This statement contains a single parameter. The value |
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for this parameter is initially NULL. </p> <p>The <codeph>BindText()</codeph> sets |
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the value of this parameter to the content of the <codeph>nameDes</codeph> descriptor |
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and then <codeph>Exec()</codeph> executes the SQL statement with the bound |
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parameter value. </p> <p>There are variations of <codeph>BindXxx()</codeph> to |
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160 |
bind other kinds of values such as integers, floating point numbers, and binary |
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161 |
large objects (BLOBs). The key point to observe is that none of these values |
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162 |
need to be quoted or escaped in any way. And there is no possibility of being |
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163 |
vulnerable to an SQL injection attack. </p> <p>Besides reducing your vulnerability |
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164 |
to SQL injection attacks, the use of bound parameters also happens to be more |
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165 |
efficient that constructing SQL statements from scratch, especially when inserting |
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large strings or BLOBs. </p> </section> |
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167 |
<section id="GUID-3EC5A35D-67E0-5C85-9DA3-CD6AA40BB6A7"><title>Cache and Reuse |
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Prepared Statements</title> <p>Using <xref href="GUID-0176BF07-DF94-3259-8F90-DE030E35CE9A.dita"><apiname>RSqlStatement</apiname></xref> is a |
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169 |
two-step process. Firstly the statement must be compiled using <codeph>Prepare()</codeph>. |
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Then the resulting prepared statement is run using either <codeph>Exec()</codeph> or <codeph>Next()</codeph>. </p> <p>The |
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171 |
relative amount of time spent doing each of these steps depends on the nature |
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172 |
of the SQL statement. SELECT statements that return a large result set or |
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173 |
UPDATE or DELETE statements that touch many rows of a table will normally |
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174 |
spend most of their time in the Virtual Machine module and relatively little |
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175 |
time being compiled. But simple INSERT statements on the other hand, can take |
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176 |
twice as long to compile as they take to run in the virtual machine. </p> <p>A |
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177 |
simple way to reduce the CPU load of an application that uses SQLite is to |
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178 |
cache the prepared statements and reuse them. Of course, one rarely needs |
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179 |
to run the exact same SQL statement more than once. But if a statement contains |
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180 |
one or more bound parameters, you can bind new values to the parameters prior |
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181 |
to each run and thus accomplish something different with each invocation. </p> <p>This |
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182 |
technique is especially effective when doing multiple INSERTs into the same |
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183 |
table. Instead of preparing a separate insert for each row, create a single |
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184 |
generic insert statement like this: </p> <codeblock id="GUID-C66EEE5F-27C3-59A8-9DD4-2E32A49367AF" xml:space="preserve"> |
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185 |
INSERT INTO important_table VALUES(?,?,?,?,?) |
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</codeblock> <p>Then for each row to be inserted, use one or more of the <codeph>BindXxx()</codeph> interfaces |
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187 |
to bind values to the parameters in the insert statement, and call <codeph>Exec()</codeph> to |
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188 |
do the insert, then call <codeph>Reset()</codeph> to rewind the program counter |
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189 |
of the internal bytecode in preparation for the next run. </p> <p>For INSERT |
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190 |
statements, reusing a single prepared statement in this way will typically |
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191 |
make your code run two or three times faster. </p> <p>You can manually manage |
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192 |
a cache of prepared statements, keeping around only those prepared statements |
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193 |
that you know will be needed again and closing prepared statements using <codeph>Close()</codeph> when |
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194 |
you are done with them or when they are about to fall out of scope. But depending |
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195 |
on the application, it can be more convenient to create a wrapper class around |
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the SQL interface that manages the cache automatically. </p> <p>A wrapper |
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class can keep around the 5 or 10 most recently used prepared statements and |
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reuse those statements if the same SQL is requested. Handling the prepared |
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statement cache automatically in a wrapper has the advantage that it frees |
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you to focus more mental energy on writing a great application and less effort |
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on operating the database interface. It also makes the programming task less |
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error prone since with an automatic class, there is no chance of accidentally |
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omitting a call to <codeph>Close()</codeph> and leaking prepared statements. </p> <p>The |
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downside is that a cache wrapper will not have the foresight of a human programmer |
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and will often cache prepared statements that are no longer needed, thus using |
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excess memory, or sometimes discard prepared statements just before they are |
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needed again. </p> <p>This is a classic ease-of-programming versus performance |
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trade-off. For applications that are intended for a high-power workstation, |
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it can be best to go with a wrapper class that handles the cache automatically. |
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But when designing an application for a resource constrained devices where |
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performance is critical and engineering design talent is plentiful, it may |
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be better to manage the cache manually. </p> <p>Regardless of whether or not |
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the prepared statement cache is managed manually or automatically using a |
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wrapper class, reusing prepared statements is always a good thing, and can |
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in some cases double or triple the performance of the application. </p> </section> |
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</conbody><related-links> |
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<link href="GUID-22844C28-AB5B-5A6F-8863-7269464684B4.dita"><linktext>SQL Overview</linktext> |
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</link> |
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<link href="GUID-78773BCA-ADF6-53E6-AC80-5CB2AE1F8BCC.dita"><linktext>SQL Server |
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Guide</linktext></link> |
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<link href="GUID-E51836E1-D33E-506C-B75B-19B8E3CC313A.dita"><linktext>SQLite</linktext> |
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</link> |
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<link href="GUID-1F12E3F5-45B2-55EC-B021-00338277C608.dita"><linktext>SQL DB Overview</linktext> |
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</link> |
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<link href="GUID-43CA02E7-0101-5824-B91B-E15EE20C829A.dita"><linktext>Avoid Transient |
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Tables</linktext></link> |
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<link href="GUID-49A3419F-D20A-5C5D-B2FF-51724EF37704.dita"><linktext>Prevent Datafile |
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Corruption</linktext></link> |
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<link href="GUID-C2FAEBB2-4A1A-5BB0-9670-4801525CBC6A.dita"><linktext>SQL Index |
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Tips</linktext></link> |
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<link href="GUID-4FC23DB7-4758-5DA4-81FF-0DAB169E2757.dita"><linktext>SQL Schema |
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Tips</linktext></link> |
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<link href="GUID-2A2920E0-5D40-5358-BC0C-8572CEFE078C.dita"><linktext>SQL Expressions</linktext> |
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</link> |
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<link href="GUID-126FCCCC-0E7D-59AE-959A-2F94A7319C4B.dita"><linktext>SQL Statement |
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Tips</linktext></link> |
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<link href="GUID-ACCCB148-DAF9-59EC-B585-8EF632B9BF04.dita"><linktext>SQL Joins</linktext> |
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</link> |
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<link href="GUID-B7E978C1-45CA-554C-8028-D901B97BA2E0.dita"><linktext> ANALYZE |
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Command</linktext></link> |
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<link href="GUID-AF5A75D7-0687-546C-87B2-0B7DF7D33217.dita"><linktext> SQL WHERE |
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CLause Tips</linktext></link> |
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</related-links></concept> |