private DUAAnalysis() {
// prepare required collection and map
List<SootMethod> allReachableMethods = ProgramFlowGraph.inst().getReachableAppMethods();
Map<SootMethod, ReachableUsesDefs> methodsToReachUseDefs =
dua.util.Util.convertToRUMap(ProgramFlowGraph.inst().getMethodToCFGMap());
if (!Options.localDUAsOnly())
computeFieldArrayObjDUAs(allReachableMethods, methodsToReachUseDefs);
// goal: find inter-proc uses for each param of each method (reachable from entry)
// ReachableUses already inited param to local real uses, and linked params to local call uses
// iteratively:
// for each method, add to each param all real uses of call uses for that param
ArrayList<SootMethod> worklist = new ArrayList<SootMethod>(allReachableMethods);
int propCount = 1;
while (!worklist.isEmpty()) {
System.out.println("Inter-procedural reachable uses to params iteration #" + propCount++);
for (SootMethod m : (ArrayList<SootMethod>) worklist.clone()) {
worklist.remove(m);
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
if (ru.propagateAllUsesDefsToParams(methodsToReachUseDefs)) {
MethodTag mTag = (MethodTag) m.getTag(MethodTag.TAG_NAME);
for (SootMethod mCaller : mTag.getCallerMethods()) {
MethodTag mCallerTag = (MethodTag) mCaller.getTag(MethodTag.TAG_NAME);
if (mCallerTag.isReachableFromEntry()) worklist.add(mCaller);
}
}
}
}
for (SootMethod m : allReachableMethods) {
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
// DEBUG
ru.dumpReachUsesDefs();
ru.findLocalUsesDefsForDefs(methodsToReachUseDefs);
}
// for each def, create duas for local real uses and real uses of params in call uses
// also, collect statistics
// first, determine # interproc defs per use
HashMap<Use, Integer> interProcDefsPerUse =
new HashMap<Use, Integer>(); // maps use -> # interproc defs
for (SootMethod m : allReachableMethods) {
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
HashMap<Def, HashMap<Use, ArrayList<Use>>> dus = ru.getDUs();
for (Def def : dus.keySet()) {
Map<Use, ArrayList<Use>> usesMap = dus.get(def);
for (Use use : usesMap.keySet()) {
// determine and update # of interproc defs for use
Integer numInterDefs = interProcDefsPerUse.get(use);
if (numInterDefs == null) {
numInterDefs = 0;
interProcDefsPerUse.put(use, numInterDefs); // just init entry in map
}
}
}
}
// create local var DUAs
int cDuas = 0, pDuas = 0, cIntraOnly = 0, cInterOnly = 0, pIntraOnly = 0, pInterOnly = 0;
int numKills = 0, minKills = Integer.MAX_VALUE, maxKills = 0;
int possibleKills = 0, subsDuasWithPossKill = 0;
ArrayList<Integer> useCallDepthsCount = new ArrayList<Integer>();
for (SootMethod m : allReachableMethods) { // methods are sorted
if (verbose) System.out.print("Local-var duas for " + m + ": ");
// build map stmt->idx
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
HashMap<Def, HashMap<Use, ArrayList<Use>>> dus = ru.getDUs();
HashMap<Def, HashSet<Def>> dds = ru.getDDs();
// determine subsumability and update stats for these DUAs / DDAs
List<Def> sortedDefs = new ArrayList<Def>(dus.keySet());
Collections.sort(sortedDefs, new DefComparator());
for (Def def : sortedDefs) {
HashSet<Def> defKills = dds.get(def);
if (verbose) System.out.print(def + "={");
Map<Use, ArrayList<Use>> realToLocalUsesMap = dus.get(def);
List<Use> sortedUses = new ArrayList<Use>(realToLocalUsesMap.keySet());
Collections.sort(sortedUses, new UseComparator());
for (Use use : sortedUses) {
// determine type of use (c or p; intra or inter)
PUse pUse = (use instanceof PUse) ? (PUse) use : null;
// determine D-U node order, taking use's src statement first, and tgt if puse
CFGNode nDef = def.getN();
CFGNode nUseSrc = use.getSrcNode();
CFGNode nUseTgt = (pUse == null) ? null : use.getBranch().getTgt();
Branch brUse = use.getBranch();
final boolean useReachesDef =
Options.reachability()
? ((pUse == null)
? ReachabilityAnalysis.reachesFromTop(nUseSrc, nDef, true)
: ReachabilityAnalysis.reachesFromTop(nUseTgt, nDef, true))
: true; // assume use reaches def, if no reachability analysis available
final boolean duInNodeOrder =
(pUse == null)
? orderGuaranteed(useReachesDef, nDef, nUseSrc)
: orderGuaranteed(useReachesDef, nDef, brUse);
// get # interproc defs for use
final int numInterProcDefs = interProcDefsPerUse.get(use);
// create and store DUA(s)
// d-u event order is guaranteed if d-u node order is guaranteed,
// and if use doesn't have multiple inter-proc defs
// (p-uses with > 1 defs will be considered later)
final boolean duEventOrderGuaranteed = duInNodeOrder && numInterProcDefs <= 1;
ArrayList<Use> localUses = realToLocalUsesMap.get(use);
Use[] localUsesArr = new Use[localUses.size()];
int uId = 0;
for (Use u : localUses) localUsesArr[uId++] = u;
DUA dua = new DUA(def, use, localUsesArr, duEventOrderGuaranteed);
duaSet.addDUA(dua);
// DEBUG
if (verbose) System.out.print((duEventOrderGuaranteed ? "" : "(P)") + use + "[");
// increment c-use/p-use counter
if (pUse == null) ++cDuas;
else ++pDuas;
// determine kills for this DUA, and update kill stats
int killsForThisDua = 0;
int possKillsForThisDua = 0;
if (defKills != null) {
for (Def kill : defKills) {
if (kill != def) {
// get dus for kill's method
SootMethod mKill =
ProgramFlowGraph.inst().getContainingMethod(kill.getN().getStmt());
HashMap<Def, HashMap<Use, ArrayList<Use>>> killDUs =
methodsToReachUseDefs.get(mKill).getDUs();
Set<Use> usesForKill = null;
if (killDUs.get(kill) != null) usesForKill = killDUs.get(kill).keySet();
if (usesForKill != null && usesForKill.contains(use)) { // kills this DUA
CFGNode nKill = kill.getN();
final boolean killAligned =
orderGuaranteed(nDef, nKill, true)
&& ((pUse == null)
? orderGuaranteed(nKill, nUseSrc, true)
: orderGuaranteed(nKill, brUse, true));
if (verbose) System.out.print((killAligned ? "" : "(P)") + kill + ",");
++killsForThisDua;
// not only kill must be aligned, but use must not reach def
if (!useReachesDef && killAligned) dua.addKillInOrder(kill);
else {
dua.addKillNotInOrder(kill);
++possKillsForThisDua;
}
}
}
}
}
numKills += killsForThisDua;
if (killsForThisDua < minKills) minKills = killsForThisDua;
if (killsForThisDua > maxKills) maxKills = killsForThisDua;
possibleKills += possKillsForThisDua;
if (duEventOrderGuaranteed) subsDuasWithPossKill += possKillsForThisDua;
if (verbose) System.out.print("],");
}
if (verbose) System.out.print("}, ");
}
// after regular DUAs, store same-BB dus
duaSet.addSameBBDUs(ru.getSameBBDUs());
if (verbose) System.out.println();
}
duaSet.updateInferrability();
// inferrability stats
final int numAllDuas = duaSet.getAllDUAs().size();
int inferrDuas = 0, condInfDuas = 0, nonInfDuas = 0;
int inferrDuasIntra = 0, condInfDuasIntra = 0, nonInfDuasIntra = 0;
for (DUA dua : duaSet.getAllDUAs()) {
SootMethod m = ProgramFlowGraph.inst().getContainingMethod(dua.getDef().getN().getStmt());
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
if (dua.isInferrableOrCondInf()) {
if (dua.isDefinitelyInferrable()) {
++inferrDuas;
} else {
++condInfDuas;
}
} else {
++nonInfDuas;
}
}
final int totalDuas = cDuas + pDuas;
final int totalIntra = cIntraOnly + pIntraOnly;
final int totalInter = cInterOnly + pInterOnly;
System.out.println(
"INFERRABILITY: inf "
+ inferrDuas
+ ", cond "
+ condInfDuas
+ ", non-inf "
+ (numAllDuas - inferrDuas - condInfDuas));
System.out.println(
"INF: intra " + inferrDuasIntra + ", inter " + (inferrDuas - inferrDuasIntra));
System.out.println(
"COND-INF: intra " + condInfDuasIntra + ", inter " + (condInfDuas - condInfDuasIntra));
assert nonInfDuasIntra == (totalIntra - inferrDuasIntra - condInfDuasIntra);
System.out.println(
"NON-INF: intra " + nonInfDuasIntra + ", inter " + (nonInfDuas - nonInfDuasIntra));
for (int i = 1; i < useCallDepthsCount.size(); ++i)
System.out.print(i + ":" + useCallDepthsCount.get(i) + " ");
System.out.println();
if (!useCallDepthsCount.isEmpty() && useCallDepthsCount.get(0) != totalDuas - totalInter)
System.out.println(
"NOTE -- DUAs at depth 0 are "
+ useCallDepthsCount.get(0)
+ ", but intra duas are "
+ (totalDuas - totalInter));
// // TEST
// reportPaths(methodsToReachUseDefs);
System.out.println(
"DUA totals: "
+ totalDuas
+ "; c-duas "
+ cDuas
+ ", p-duas "
+ pDuas
+ "; intra "
+ totalIntra
+ ", inter "
+ totalInter
+ ", both "
+ (totalDuas - totalIntra - totalInter));
System.out.println(
"c-DUAs intra "
+ cIntraOnly
+ ", inter "
+ cInterOnly
+ ", both "
+ (cDuas - cIntraOnly - cInterOnly)
+ "; p-DUAs intra "
+ pIntraOnly
+ ", inter "
+ pInterOnly
+ ", both "
+ (pDuas - pIntraOnly - pInterOnly));
}
/**
* Rough and simple overapproximation: cross product of all defs against all uses of a
* field/arrayElem. This is a static approximation: only one data-dependence per field/arrayElem
* def x use. (At runtime, there might be multiple dependences of fields of different objects or
* different array elements.)
*/
private void computeFieldArrayObjDUAs(
List<SootMethod> allReachableMethods,
Map<SootMethod, ReachableUsesDefs> methodsToReachUseDefs) {
assert methodsToReachUseDefs.keySet().size() == allReachableMethods.size();
assert methodsToReachUseDefs.keySet().containsAll(allReachableMethods);
// collect all uses from cfgs
List<Use> allFieldUses = new ArrayList<Use>();
List<Use> allArrElemUses = new ArrayList<Use>();
List<Use> allObjUses = new ArrayList<Use>();
for (SootMethod m : allReachableMethods) {
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
allFieldUses.addAll(ru.getFieldUses());
allArrElemUses.addAll(ru.getArrayElemUses());
allObjUses.addAll(ru.getLibObjUses());
}
// sort all these uses
List<Use> sortedFldUses = new ArrayList<Use>(allFieldUses);
Collections.sort(sortedFldUses, new UseComparator());
List<Use> sortedArrElemUses = new ArrayList<Use>(allArrElemUses);
Collections.sort(sortedArrElemUses, new UseComparator());
List<Use> sortedObjUses = new ArrayList<Use>(allObjUses);
Collections.sort(sortedObjUses, new UseComparator());
// match uses to defs; resolve fields for comparison (field refs are not necessarily "equal"!)
int numFieldDUAs = 0;
int numArrayElemDUAs = 0;
int numObjectDUAs = 0;
Map<SootField, List<DUA>> duasPerField = new HashMap<SootField, List<DUA>>();
Map<Type, List<DUA>> duasPerArrElem = new HashMap<Type, List<DUA>>();
Map<Pair<RefType, Boolean>, List<DUA>> duasPerObjType =
new HashMap<Pair<RefType, Boolean>, List<DUA>>();
for (SootMethod m : allReachableMethods) {
ReachableUsesDefs ru = methodsToReachUseDefs.get(m);
// 1. Match fields, but only if neither def or use is in catch block
List<Def> sortedFldDefs = new ArrayList<Def>(ru.getFieldDefs());
Collections.sort(sortedFldDefs, new DefComparator());
for (Def fldDef : sortedFldDefs) {
if (fldDef.isInCatchBlock()) continue;
SootField fldD = ((FieldRef) fldDef.getValue()).getField();
// exclude DUAs for some special fields: class (ref to Class of object), and this$0 (link to
// container obj of nested class obj)
if (fldD.getName().equals("class$0"))
continue; // causes trouble when instrumenting <clinit>, where class$0 gets defined (i.e.,
// Class loaded on demand)
if (fldD.getName().equals("this$0"))
continue; // causes trouble when instrumenting code that links nested class to outer
// object
for (Use fldUse : sortedFldUses) {
if (fldUse.isInCatchBlock()) continue;
SootField fldU = ((FieldRef) fldUse.getValue()).getField();
if (fldD == fldU) {
// create and store field DUA
DUA fldDUA = new DUA(fldDef, fldUse, new Use[0], false);
duaSet.addDUA(fldDUA);
// associate DUA to field
List<DUA> duasForFld = duasPerField.get(fldD);
if (duasForFld == null) {
duasForFld = new ArrayList<DUA>();
duasPerField.put(fldD, duasForFld);
}
duasForFld.add(fldDUA);
// update count of field DUAs
++numFieldDUAs;
}
}
}
// 2. Match array elements, simply by element type
List<Def> sortedArrDefs = new ArrayList<Def>(ru.getArrayElemDefs());
Collections.sort(sortedArrDefs, new DefComparator());
for (Def arrElemDef : sortedArrDefs) {
if (arrElemDef.isInCatchBlock()) continue;
Variable varDef = arrElemDef.getVar();
Type defArrElemType = ((ArrayRef) arrElemDef.getValue()).getType();
for (Use arrElemUse : sortedArrElemUses) {
if (arrElemUse.isInCatchBlock()) continue;
// Type useArrElemType = ((ArrayRef)arrElemUse.getValue()).getType();
if (arrElemUse.getVar().mayEqual(varDef)) { // useArrElemType.equals(defArrElemType)) {
// create and store array-elem DUA
DUA arrElemDUA = new DUA(arrElemDef, arrElemUse, new Use[0], false);
duaSet.addDUA(arrElemDUA);
// associate DUA to array elem type
List<DUA> duasForAE = duasPerArrElem.get(defArrElemType);
if (duasForAE == null) {
duasForAE = new ArrayList<DUA>();
duasPerArrElem.put(defArrElemType, duasForAE);
}
duasForAE.add(arrElemDUA);
// update count of array-elem DUAs
++numArrayElemDUAs;
}
}
}
// 3. Match object use/defs, simply by element type
if (Options.includeObjDUAs()) {
List<Def> sortedObjDefs = new ArrayList<Def>(ru.getLibObjDefs());
Collections.sort(sortedObjDefs, new DefComparator());
for (Def objDef : sortedObjDefs) {
if (objDef.isInCatchBlock()) continue;
// boolean in pair indicates whether it's instance obj (true) or class (false)
List<Pair<RefType, Boolean>> defObjTypes = getObjTypes(objDef.getValue());
for (Use objUse : sortedObjUses) {
if (objUse.isInCatchBlock()) continue;
List<Pair<RefType, Boolean>> useObjTypes = getObjTypes(objUse.getValue());
for (Pair<RefType, Boolean> useType : useObjTypes) {
if (defObjTypes.contains(useType)) {
// create and store obj DUA
DUA objDUA = new DUA(objDef, objUse, new Use[0], false);
duaSet.addDUA(objDUA);
// associate one DUA to each matching object type
List<Pair<RefType, Boolean>> matchingObjTypes =
getMatchingTypes(defObjTypes, useObjTypes);
for (Pair<RefType, Boolean> objType : matchingObjTypes) {
List<DUA> duasForObjType = duasPerObjType.get(objType);
if (duasForObjType == null) {
duasForObjType = new ArrayList<DUA>();
duasPerObjType.put(objType, duasForObjType);
}
duasForObjType.add(objDUA);
// update count of array-elem DUAs
++numObjectDUAs;
}
}
}
}
}
}
}
// add possible kills to field and array-elem DUAs
// for (SootField fld : duasPerField.keySet()) {
// List<DUA> duasForField = duasPerField.get(fld);
// addAllOthersAsKills(duasForField);
// }
// for (Type t : duasPerArrElem.keySet()) {
// List<DUA> duasForAE = duasPerArrElem.get(t);
// addAllOthersAsKills(duasForAE);
// }
// TODO: kills for obj DUAs
System.out.println("Total field DUAs: " + numFieldDUAs);
System.out.println("Total array elem DUAs: " + numArrayElemDUAs);
System.out.println("Total object DUAs: " + numObjectDUAs);
}
