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//-----------------------------------------------------------------------------
//
// Copyright (C) Microsoft Corporation. All Rights Reserved.
//
//-----------------------------------------------------------------------------
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Diagnostics.Contracts;
using Microsoft.Boogie;
namespace Microsoft.Boogie.AbstractInterpretation
{
/// <summary>
/// Specifies the operations (e.g., join) on a mathematical lattice that depend
/// only on the elements of the lattice.
/// </summary>
public abstract class NativeLattice
{
/// <summary>
/// An element of the lattice. This class should be derived from in any
/// implementation of MathematicalLattice.
/// </summary>
public abstract class Element
{
public abstract Expr ToExpr();
}
public abstract Element Top { get; }
public abstract Element Bottom { get; }
public abstract bool IsTop(Element element);
public abstract bool IsBottom(Element element);
/// <summary>
/// Is 'a' better (or equal) information than 'b'? That is, is 'a' below 'b' in the lattice?
/// </summary>
public abstract bool Below(Element a, Element b);
public abstract Element Meet(Element a, Element b);
public abstract Element Join(Element a, Element b);
public abstract Element Widen(Element a, Element b);
public abstract Element Constrain(Element element, Expr expr);
public abstract Element Update(Element element, AssignCmd cmd); // requiers 'cmd' to be a simple (possibly parallel) assignment command
public abstract Element Eliminate(Element element, Variable v);
/// <summary>
/// Specialize the lattice to implementation "impl", if non-null.
/// If "impl" is null, remove specialization.
/// </summary>
public virtual void Specialize(Implementation impl) {
}
public virtual void Validate() {
Contract.Assert(IsTop(Top));
Contract.Assert(IsBottom(Bottom));
Contract.Assert(!IsBottom(Top));
Contract.Assert(!IsTop(Bottom));
Contract.Assert(Below(Top, Top));
Contract.Assert(Below(Bottom, Top));
Contract.Assert(Below(Bottom, Bottom));
Contract.Assert(IsTop(Join(Top, Top)));
Contract.Assert(IsBottom(Join(Bottom, Bottom)));
}
}
public class NativeAbstractInterpretation
{
public static void RunAbstractInterpretation(Program program) {
Contract.Requires(program != null);
if (!CommandLineOptions.Clo.UseAbstractInterpretation) {
return;
}
Helpers.ExtraTraceInformation("Starting abstract interpretation");
DateTime start = new DateTime(); // to please compiler's definite assignment rules
if (CommandLineOptions.Clo.Trace) {
Console.WriteLine();
Console.WriteLine("Running abstract interpretation...");
start = DateTime.UtcNow;
}
WidenPoints.Compute(program);
NativeLattice lattice = null;
if (CommandLineOptions.Clo.Ai.J_Trivial) {
lattice = new TrivialDomain();
} else if (CommandLineOptions.Clo.Ai.J_Intervals) {
lattice = new NativeIntervallDomain();
}
if (lattice != null) {
Dictionary<Procedure, Implementation[]> procedureImplementations = ComputeProcImplMap(program);
ComputeProgramInvariants(program, procedureImplementations, lattice);
if (CommandLineOptions.Clo.Ai.DebugStatistics) {
Console.Error.WriteLine(lattice);
}
}
if (CommandLineOptions.Clo.Trace) {
DateTime end = DateTime.UtcNow;
TimeSpan elapsed = end - start;
Console.WriteLine(" [{0} s]", elapsed.TotalSeconds);
Console.Out.Flush();
}
}
private static Dictionary<Procedure, Implementation[]> ComputeProcImplMap(Program program) {
Contract.Requires(program != null);
// Since implementations call procedures (impl. signatures)
// rather than directly calling other implementations, we first
// need to compute which implementations implement which
// procedures and remember which implementations call which
// procedures.
return program
.Implementations
.GroupBy(i => i.Proc).Select(g => g.ToArray()).ToDictionary(a => a[0].Proc);
}
/// <summary>
/// Compute and apply the invariants for the program using the underlying abstract domain.
/// </summary>
public static void ComputeProgramInvariants(Program program, Dictionary<Procedure, Implementation[]> procedureImplementations, NativeLattice lattice) {
Contract.Requires(program != null);
Contract.Requires(procedureImplementations != null);
Contract.Requires(lattice != null);
// Gather all the axioms to create the initial lattice element
// Differently stated, it is the \alpha from axioms (i.e. first order formulae) to the underlyng abstract domain
var initialElement = lattice.Top;
Contract.Assert(initialElement != null);
foreach (var ax in program.Axioms) {
initialElement = lattice.Constrain(initialElement, ax.Expr);
}
// analyze each procedure
foreach (var proc in program.Procedures) {
if (procedureImplementations.ContainsKey(proc)) {
// analyze each implementation of the procedure
foreach (var impl in procedureImplementations[proc]) {
// add the precondition to the axioms
Substitution formalProcImplSubst = Substituter.SubstitutionFromHashtable(impl.GetImplFormalMap());
var start = initialElement;
foreach (Requires pre in proc.Requires) {
Expr e = Substituter.Apply(formalProcImplSubst, pre.Condition);
start = lattice.Constrain(start, e);
}
lattice.Specialize(impl);
Analyze(impl, lattice, start);
lattice.Specialize(null);
}
}
}
}
public static void Analyze(Implementation impl, NativeLattice lattice, NativeLattice.Element start) {
// We need to keep track of some information for each(some) block(s). To do that efficiently,
// we number the implementation's blocks sequentially, and then we can use arrays to store
// the additional information.
var pre = new NativeLattice.Element[impl.Blocks.Count]; // set to null if we never compute a join/widen at this block
var post = CommandLineOptions.Clo.InstrumentInfer == CommandLineOptions.InstrumentationPlaces.Everywhere ? new NativeLattice.Element[impl.Blocks.Count] : null;
var iterations = new int[impl.Blocks.Count];
var bottom = lattice.Bottom;
int n = 0;
foreach (var block in impl.Blocks) {
block.aiId = n;
// Note: The forward analysis below will store lattice elements in pre[n] if pre[n] is non-null.
// Thus, the assignment "pre[n] = bottom;" below must be done under the following condition:
// n == 0 || block.widenBlock
// One possible strategy would be to do it only under that condition. Alternatively,
// one could do the assignment under the following condition:
// n == 0 || block.widenBlock || block.Predecessors.Length != 1
// (which would require first setting the Predecessors field). In any case, if
// CommandLineOptions.Clo.InstrumentInfer == CommandLineOptions.InstrumentationPlaces.Everywhere
// then all pre[n] should be set.
pre[n] = bottom;
n++;
}
Contract.Assert(n == impl.Blocks.Count);
var workItems = new Queue<Tuple<Block, NativeLattice.Element>>();
workItems.Enqueue(new Tuple<Block, NativeLattice.Element>(impl.Blocks[0], start));
//ComputeBlockInvariantsNative(impl, );
// compute a fixpoint here
while (workItems.Count > 0) {
var workItem = workItems.Dequeue();
var b = workItem.Item1;
var id = b.aiId;
var e = workItem.Item2;
if (pre[id] == null) {
// no pre information stored here, so just go ahead through the block
} else if (lattice.Below(e, pre[id])) {
// no change
continue;
} else if (b.widenBlock && CommandLineOptions.Clo.StepsBeforeWidening <= iterations[id]) {
e = lattice.Widen(pre[id], e);
pre[id] = e;
iterations[id]++;
} else {
e = lattice.Join(pre[id], e);
pre[id] = e;
iterations[id]++;
}
// propagate'e' through b.Cmds
foreach (Cmd cmd in b.Cmds) {
e = Step(lattice, cmd, e);
}
if (post != null && pre[id] != null) {
post[id] = e;
}
var g = b.TransferCmd as GotoCmd;
if (g != null) { // if g==null, it's a pity we didn't pay attention to that earlier, because then we could have skipped analyzing the code in this block
foreach (Block succ in g.labelTargets) {
workItems.Enqueue(new Tuple<Block, NativeLattice.Element>(succ, e));
}
}
}
Instrument(impl, pre, post);
}
static void Instrument(Implementation impl, NativeLattice.Element[] pre, NativeLattice.Element[] post) {
Contract.Requires(impl != null);
Contract.Requires(pre != null);
foreach (var b in impl.Blocks) {
var element = pre[b.aiId];
if (element != null && (b.widenBlock || CommandLineOptions.Clo.InstrumentInfer == CommandLineOptions.InstrumentationPlaces.Everywhere)) {
List<Cmd> newCommands = new List<Cmd>();
Expr inv = element.ToExpr();
PredicateCmd cmd;
var kv = new QKeyValue(Token.NoToken, "inferred", new List<object>(), null);
if (CommandLineOptions.Clo.InstrumentWithAsserts) {
cmd = new AssertCmd(Token.NoToken, inv, kv);
} else {
cmd = new AssumeCmd(Token.NoToken, inv, kv);
}
newCommands.Add(cmd);
newCommands.AddRange(b.Cmds);
if (post != null && post[b.aiId] != null) {
inv = post[b.aiId].ToExpr();
kv = new QKeyValue(Token.NoToken, "inferred", new List<object>(), null);
if (CommandLineOptions.Clo.InstrumentWithAsserts) {
cmd = new AssertCmd(Token.NoToken, inv, kv);
} else {
cmd = new AssumeCmd(Token.NoToken, inv, kv);
}
newCommands.Add(cmd);
}
b.Cmds = newCommands; // destructively replace the commands of the block
}
}
}
/// <summary>
/// The abstract transition relation.
/// 'cmd' is allowed to be a StateCmd.
/// </summary>
static NativeLattice.Element Step(NativeLattice lattice, Cmd cmd, NativeLattice.Element elmt) {
Contract.Requires(lattice != null);
Contract.Requires(cmd != null);
Contract.Requires(elmt != null);
Contract.Ensures(Contract.Result<NativeLattice.Element>() != null);
if (cmd is AssignCmd) { // parallel assignment
var c = (AssignCmd)cmd;
elmt = lattice.Update(elmt, c.AsSimpleAssignCmd);
} else if (cmd is HavocCmd) {
var c = (HavocCmd)cmd;
foreach (IdentifierExpr id in c.Vars) {
Contract.Assert(id != null);
elmt = lattice.Eliminate(elmt, id.Decl);
}
} else if (cmd is PredicateCmd) {
var c = (PredicateCmd)cmd;
var conjuncts = new List<Expr>();
foreach (var ee in Conjuncts(c.Expr)) {
Contract.Assert(ee != null);
elmt = lattice.Constrain(elmt, ee);
}
} else if (cmd is StateCmd) {
var c = (StateCmd)cmd;
// Iterate the abstract transition on all the commands in the desugaring of the call
foreach (Cmd callDesug in c.Cmds) {
Contract.Assert(callDesug != null);
elmt = Step(lattice, callDesug, elmt);
}
// Project out the local variables of the StateCmd
foreach (Variable local in c.Locals) {
Contract.Assert(local != null);
elmt = lattice.Eliminate(elmt, local);
}
} else if (cmd is SugaredCmd) {
var c = (SugaredCmd)cmd;
elmt = Step(lattice, c.Desugaring, elmt);
} else if (cmd is CommentCmd) {
// skip
} else {
Contract.Assert(false); // unknown command
}
return elmt;
}
/// <summary>
/// Yields the conjuncts of 'expr'.
/// </summary>
public static IEnumerable<Expr> Conjuncts(Expr expr) {
Contract.Requires(expr != null);
var e = expr as NAryExpr;
if (e != null && e.Fun.FunctionName == "&&") { // if it is a conjunction
foreach (Expr ee in e.Args) {
Contract.Assert(ee != null);
foreach (var c in Conjuncts(ee)) {
yield return c;
}
}
} else {
yield return expr;
}
}
}
}
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