2003-03-04 19:37:49 +00:00
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
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<html><head><title>Alias Analysis Infrastructure in LLVM</title></head>
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<body bgcolor=white>
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<table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td> <font size=+3 color="#EEEEFF" face="Georgia,Palatino,Times,Roman"><b>Alias Analysis Infrastructure in LLVM</b></font></td>
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</tr></table>
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<ol>
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<li><a href="#introduction">Introduction</a>
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<li><a href="#overview">AliasAnalysis Overview</a>
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<ul>
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<li><a href="#pointers">Representation of Pointers</a>
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<li><a href="#MustMayNo">Must, May, and No Alias Responses</a>
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<li><a href="#ModRefInfo">The <tt>getModRefInfo</tt> methods</a>
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</ul>
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<li><a href="#writingnew">Writing a new AliasAnalysis Implementation</a>
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<ul>
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<li><a href="#passsubclasses">Different Pass styles</a>
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<li><a href="#requiredcalls">Required initialization calls</a>
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<li><a href="#interfaces">Interfaces which may be specified</a>
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<li><a href="#chaining">The AliasAnalysis chaining behavior</a>
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<li><a href="#implefficiency">Efficiency Issues</a>
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</ul>
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<li><a href="#using">Using AliasAnalysis results</a>
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<ul>
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<li><a href="#loadvn">Using the <tt>-load-vn</tt> Pass</a>
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<li><a href="#ast">Using the <tt>AliasSetTracker</tt> class</a>
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<li><a href="#direct">Using the AliasAnalysis interface directly</a>
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</ul>
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<li><a href="#tools">Helpful alias analysis related tools</a>
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<ul>
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<li><a href="#no-aa">The <tt>-no-aa</tt> pass</a>
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<li><a href="#print-alias-sets">The <tt>-print-alias-sets</tt> pass</a>
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<li><a href="#count-aa">The <tt>-count-aa</tt> pass</a>
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<li><a href="#aa-eval">The <tt>-aa-eval</tt> pass</a>
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</ul>
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</ul>
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<p><b>Written by <a href="mailto:sabre@nondot.org">Chris Lattner</a></b><p>
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</ol><p>
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<!-- *********************************************************************** -->
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<table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
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<a name="introduction">Introduction
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</b></font></td></tr></table><ul>
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<!-- *********************************************************************** -->
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Alias Analysis (or Pointer Analysis) is a technique which attempts to determine
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whether or not two pointers ever can point to the same object in memory.
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Traditionally, Alias Analyses respond to a query with either a <a
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href="#MustNoMay">Must, May, or No</a> alias response, indicating that two
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pointers do point to the same object, might point to the same object, or are
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known not to point to the same object.<p>
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The <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> class is the
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centerpiece of the LLVM Alias Analysis related infrastructure. This class is
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the common interface between clients of alias analysis information and the
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implementations providing it. In addition to simple alias analysis information,
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this class exposes Mod/Ref information from those implementations which can
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provide it, allowing for powerful analyses and transformations to work well
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together.<p>
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This document contains information neccesary to successfully implement this
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interface, use it, and to test both sides. It also explains some of the finer
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points about what exactly results mean. If you feel that something is unclear
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or should be added, please <a href="mailto:sabre@nondot.org">let me know</a>.<p>
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<!-- *********************************************************************** -->
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</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
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<a name="overview">AliasAnalysis Overview
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</b></font></td></tr></table><ul>
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<!-- *********************************************************************** -->
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The <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> class defines
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the interface that Alias Analysis implementations should support. This class
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exports two important enums: <tt>AliasResult</tt> and <tt>ModRefResult</tt>
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which represent the result of an alias query or a mod/ref query,
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respectively.<p>
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The AliasAnalysis interface exposes information about memory, represented in
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several different ways. In particular, memory objects are represented as a
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starting address and size, and function calls are represented as the actual
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<tt>call</tt> or <tt>invoke</tt> instructions that performs the call. The
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AliasAnalysis interface also exposes some helper methods which allow you to get
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mod/ref information for arbitrary instructions.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="pointers">Representation of Pointers
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</b></font></td></tr></table><ul>
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Most importantly, the AliasAnalysis class provides several methods which are
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used to query whether or not pointers alias, whether function calls can modify
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or read memory, etc.<p>
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Representing memory objects as a starting address and a size is critically
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important for precise Alias Analyses. For example, consider this (silly) C
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code:<p>
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<pre>
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int i;
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char C[2];
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char A[10];
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/* ... */
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for (i = 0; i != 10; ++i) {
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C[0] = A[i]; /* One byte store */
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C[1] = A[9-i]; /* One byte store */
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}
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</pre>
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In this case, the <tt>basicaa</tt> pass will disambiguate the stores to
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<tt>C[0]</tt> and <tt>C[1]</tt> because they are accesses to two distinct
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locations one byte apart, and the accesses are each one byte. In this case, the
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LICM pass can use store motion to remove the stores from the loop. In
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constrast, the following code:<p>
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<pre>
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int i;
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char C[2];
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char A[10];
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/* ... */
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for (i = 0; i != 10; ++i) {
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((short*)C)[0] = A[i]; /* Two byte store! */
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C[1] = A[9-i]; /* One byte store */
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}
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</pre>
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In this case, the two stores to C do alias each other, because the access to the
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<tt>&C[0]</tt> element is a two byte access. If size information wasn't
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available in the query, even the first case would have to conservatively assume
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that the accesses alias.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="MustMayNo">Must, May, and No Alias Responses
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</b></font></td></tr></table><ul>
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An Alias Analysis implementation can return one of three responses: MustAlias,
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MayAlias, and NoAlias. The No and May alias results are obvious: if the two
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pointers may never equal each other, return NoAlias, if they might, return
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MayAlias.<p>
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The Must Alias response is trickier though. In LLVM, the Must Alias response
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may only be returned if the two memory objects are guaranteed to always start at
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exactly the same location. If two memory objects overlap, but do not start at
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the same location, MayAlias must be returned.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="ModRefInfo">The <tt>getModRefInfo</tt> methods
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</b></font></td></tr></table><ul>
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The <tt>getModRefInfo</tt> methods return information about whether the
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execution of an instruction can read or modify a memory location. Mod/Ref
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information is always conservative: if an action <b>may</b> read a location, Ref
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is returned.<p>
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<!-- *********************************************************************** -->
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</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
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<a name="writingnew">Writing a new AliasAnalysis Implementation
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</b></font></td></tr></table><ul>
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<!-- *********************************************************************** -->
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Writing a new alias analysis implementation for LLVM is quite straight-forward.
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There are already several implementations that you can use for examples, and the
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following information should help fill in any details. For a minimal example,
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take a look at the <a href="/doxygen/structNoAA.html"><tt>no-aa</tt></a>
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implementation.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="passsubclasses">Different Pass styles
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</b></font></td></tr></table><ul>
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The first step to determining what type of <a href="WritingAnLLVMPass.html">LLVM
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pass</a> you need to use for your Alias Analysis. As is the case with most
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other analyses and transformations, the answer should be fairly obvious from
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what type of problem you are trying to solve:<p>
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<ol>
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<li>If you require interprocedural analysis, it should be a <tt>Pass</tt>.
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<li>If you are a global analysis, subclass <tt>FunctionPass</tt>.
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<li>If you are a local pass, subclass <tt>BasicBlockPass</tt>.
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<li>If you don't need to look at the program at all, subclass
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<tt>ImmutablePass</tt>.
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</ol><p>
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In addition to the pass that you subclass, you should also inherit from the
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2003-05-07 21:47:16 +00:00
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<tt>AliasAnalysis</tt> interface, of course, and use the
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2003-03-04 19:37:49 +00:00
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<tt>RegisterAnalysisGroup</tt> template to register as an implementation of
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<tt>AliasAnalysis</tt>.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="requiredcalls">Required initialization calls
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</b></font></td></tr></table><ul>
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Your subclass of AliasAnalysis is required to invoke two methods on the
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AliasAnalysis base class: <tt>getAnalysisUsage</tt> and
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<tt>InitializeAliasAnalysis</tt>. In particular, your implementation of
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<tt>getAnalysisUsage</tt> should explicitly call into the
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<tt>AliasAnalysis::getAnalysisUsage</tt> method in addition to doing any
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declaring any pass dependencies your pass has. Thus you should have something
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like this:<p>
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<pre>
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void getAnalysisUsage(AnalysisUsage &AU) const {
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AliasAnalysis::getAnalysisUsage(AU);
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<i>// declare your dependencies here.</i>
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}
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</pre>
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Additionally, your must invoke the <tt>InitializeAliasAnalysis</tt> method from
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your analysis run method (<tt>run</tt> for a <tt>Pass</tt>,
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<tt>runOnFunction</tt> for a <tt>FunctionPass</tt>, <tt>runOnBasicBlock</tt> for
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a <tt>BasicBlockPass</tt>, or <tt>InitializeAliasAnalysis</tt> for an
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<tt>ImmutablePass</tt>). For example (as part of a <tt>Pass</tt>):<p>
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<pre>
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bool run(Module &M) {
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InitializeAliasAnalysis(this);
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<i>// Perform analysis here...</i>
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return false;
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}
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</pre>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="interfaces">Interfaces which may be specified
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</b></font></td></tr></table><ul>
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All of the <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> virtual
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methods default to providing conservatively correct information (returning "May"
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Alias and "Mod/Ref" for alias and mod/ref queries respectively). Depending on
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the capabilities of the analysis you are implementing, you just override the
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interfaces you can improve.
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="chaining">The AliasAnalysis chaining behavior
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</b></font></td></tr></table><ul>
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With only two special exceptions (the <tt>basicaa</tt> and <a
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href="#no-aa"><tt>no-aa</tt></a> passes) every alias analysis pass should chain
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to another alias analysis implementation (for example, you could specify
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"<tt>-basic-aa -ds-aa -andersens-aa -licm</tt>" to get the maximum benefit from
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the three alias analyses). To do this, simply "Require" AliasAnalysis in your
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<tt>getAnalysisUsage</tt> method, and if you need to return a conservative
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MayAlias or Mod/Ref result, simply chain to a lower analysis.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="implefficiency">Efficiency Issues
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</b></font></td></tr></table><ul>
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From the LLVM perspective, the only thing you need to do to provide an efficient
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alias analysis is to make sure that alias analysis <b>queries</b> are serviced
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quickly. The actual calculation of the alias analysis results (the "run"
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method) is only performed once, but many (perhaps duplicate) queries may be
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performed. Because of this, try to move as much computation to the run method
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as possible (within reason).<p>
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<!-- *********************************************************************** -->
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</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
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<a name="using">Using AliasAnalysis results
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</b></font></td></tr></table><ul>
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<!-- *********************************************************************** -->
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There are several different ways to use alias analysis results. In order of
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preference, these are...<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="loadvn">Using the <tt>-load-vn</tt> Pass
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</b></font></td></tr></table><ul>
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The <tt>load-vn</tt> pass uses alias analysis to provide value numbering
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information for <tt>load</tt> instructions. If your analysis or transformation
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can be modelled in a form that uses value numbering information, you don't have
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to do anything special to handle load instructions: just use the
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<tt>load-vn</tt> pass, which uses alias analysis.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="ast">Using the <tt>AliasSetTracker</tt> class
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</b></font></td></tr></table><ul>
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Many transformations need information about alias <b>sets</b> that are active in
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some scope, rather than information about pairwise aliasing. The <tt><a
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href="/doxygen/classAliasSetTracker.html">AliasSetTracker</a></tt> class is used
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to efficiently build these Alias Sets from the pairwise alias analysis
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information provided by the AliasAnalysis interface.<p>
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First you initialize the AliasSetTracker by use the "<tt>add</tt>" methods to
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add information about various potentially aliasing instructions in the scope you
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are interested in. Once all of the alias sets are completed, your pass should
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simply iterate through the constructed alias sets, using the AliasSetTracker
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<tt>begin()</tt>/<tt>end()</tt> methods.<p>
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The <tt>AliasSet</tt>s formed by the <tt>AliasSetTracker</tt> are guaranteed to
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be disjoint, calculate mod/ref information for the set, and keep track of
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whether or not all of the pointers in the set are Must aliases. The
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AliasSetTracker also makes sure that sets are properly folded due to call
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instructions, and can provide a list of pointers in each set.<p>
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As an example user of this, the <a href="/doxygen/structLICM.html">Loop
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Invariant Code Motion</a> pass uses AliasSetTrackers to build alias information
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about each loop nest. If an AliasSet in a loop is not modified, then all load
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instructions from that set may be hoisted out of the loop. If any alias sets
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are stored <b>and</b> are must alias sets, then the stores may be sunk to
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outside of the loop. Both of these transformations obviously only apply if the
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pointer argument is loop-invariant.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="direct">Using the AliasAnalysis interface directly
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</b></font></td></tr></table><ul>
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As a last resort, your pass could use the AliasAnalysis interface directly to
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service your pass. If you find the need to do this, please <a
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href="mailto:sabre@nondot.org">let me know</a> so I can see if something new
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needs to be added to LLVM.<p>
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<!-- *********************************************************************** -->
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</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
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<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
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<a name="tools">Helpful alias analysis related tools
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</b></font></td></tr></table><ul>
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<!-- *********************************************************************** -->
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If you're going to be working with the AliasAnalysis infrastructure, there are
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several nice tools that may be useful for you and are worth knowing about...<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="no-aa">The <tt>-no-aa</tt> pass
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</b></font></td></tr></table><ul>
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The <tt>-no-aa</tt> analysis is just like what it sounds: an alias analysis that
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never returns any useful information. This pass can be useful if you think that
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alias analysis is doing something wrong and are trying to narrow down a problem.
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If you don't specify an alias analysis, the default will be to use the
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<tt>basicaa</tt> pass which does quite a bit of disambiguation on its own.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="print-alias-sets">The <tt>-print-alias-sets</tt> pass
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</b></font></td></tr></table><ul>
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The <tt>-print-alias-sets</tt> pass is exposed as part of the <tt>analyze</tt>
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tool to print out the Alias Sets formed by the <a
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href="#ast"><tt>AliasSetTracker</tt></a> class. This is useful if you're using
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the <tt>AliasSetTracker</tt>.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="count-aa">The <tt>-count-aa</tt> pass</a>
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</b></font></td></tr></table><ul>
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The <tt>-count-aa</tt> pass is useful to see how many queries a particular pass
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is making and what kinds of responses are returned by the alias analysis. An
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example usage is:<p>
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<pre>
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$ opt -basicaa -count-aa -ds-aa -count-aa -licm
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</pre>
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Which will print out how many queries (and what responses are returned) by the
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<tt>-licm</tt> pass (of the <tt>-ds-aa</tt> pass) and how many queries are made
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of the <tt>-basicaa</tt> pass by the <tt>-ds-aa</tt> pass. This can be useful
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when evaluating an alias analysis for precision.<p>
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<!-- ======================================================================= -->
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</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
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<tr><td> </td><td width="100%">
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<font color="#EEEEFF" face="Georgia,Palatino"><b>
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<a name="aa-eval">The <tt>-aa-eval</tt> pass
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</b></font></td></tr></table><ul>
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The <tt>-aa-eval</tt> pass simply iterates through all pairs of pointers in a
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function and asks an alias analysis whether or not the pointers alias. This
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gives an indication of the precision of the alias analysis. Statistics are
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printed.<p>
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<!-- *********************************************************************** -->
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</ul>
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<!-- *********************************************************************** -->
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<hr><font size=-1>
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<address><a href="mailto:sabre@nondot.org">Chris Lattner</a></address>
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<!-- Created: Wed Feb 26 10:40:50 CST 2003 -->
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<!-- hhmts start -->
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Last modified: Tue Mar 4 13:36:53 CST 2003
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<!-- hhmts end -->
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</font></body></html>
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