add Region constructor and SolveDataflow function

CMakeLists.txt

@@ -54,7 +54,7 @@ set(VS_CALLS src/VisualizerCalls/get_information.cpp
         src/VisualizerCalls/SendMessage.h
         src/VisualizerCalls/BuildGraph.cpp
         src/VisualizerCalls/BuildGraph.h)
-    
+
 set(VERIF src/VerificationCode/CorrectVarDecl.cpp
         src/VerificationCode/IncludeChecker.cpp
         src/VerificationCode/StructureChecker.cpp
@@ -76,7 +76,8 @@ set(UTILS src/Utils/AstWrapper.h
         src/Utils/utils.h
         src/Utils/version.h
         src/Utils/module_utils.h
-        src/Utils/module_utils.cpp)
+        src/Utils/module_utils.cpp
+        src/Utils/json.hpp)
         
 set(OMEGA src/SageAnalysisTool/OmegaForSage/add-assert.cpp
         src/SageAnalysisTool/OmegaForSage/affine.cpp
@@ -108,7 +109,9 @@ set(OMEGA src/SageAnalysisTool/OmegaForSage/add-assert.cpp
         src/SageAnalysisTool/set.cpp)
 
 set(PRIV src/PrivateAnalyzer/private_analyzer.cpp
-        src/PrivateAnalyzer/private_analyzer.h)
+        src/PrivateAnalyzer/private_analyzer.h
+        src/PrivateAnalyzer/private_arrays_search.cpp
+        src/PrivateAnalyzer/private_arrays_search.h)
 
 set(FDVM ${fdvm_sources}/acc.cpp
          ${fdvm_sources}/acc_across.cpp

src/DvmhRegions/DvmhRegionInserter.cpp

@@ -17,7 +17,6 @@
 
 using namespace std;
 
-
 #define DVMH_REG_RD 0
 #define DVMH_REG_WT 1
 
@@ -1428,21 +1427,15 @@ static set<DIST::Array*>
 
         for (auto& realArray : realRef)
         {
-            if (added.count(realArray) != 0 || !realArray->IsNotDistribute())
+            if (added.count(realArray) != 0)
+                continue;
+
+            if (!realArray->IsNotDistribute())
                 continue;
 
             SgStatement* declStat = NULL;
 
-            if (realArray->GetLocation().first != DIST::l_COMMON)
-            {
-                if (std::count(usedAll.begin(), usedAll.end(), realArray) == 0)
-                {
-                    auto declInfo = *realArray->GetDeclInfo().begin();
-                    declStat = SgStatement::getStatementByFileAndLine(declInfo.first, declInfo.second);
-                    checkNull(declStat, convertFileName(__FILE__).c_str(), __LINE__);
-                }
-            }
-            else
+            if (realArray->GetLocation().first == DIST::l_COMMON)
             {
                 commonArrays.insert(realArray);
                 auto decls = realArray->GetDeclInfo();
@@ -1471,6 +1464,19 @@ static set<DIST::Array*>
                     }
                 }
             }
+            else if (realArray->GetLocation().first == DIST::l_MODULE)
+            {
+               //TODO
+            }
+            else
+            {
+                if (std::count(usedAll.begin(), usedAll.end(), realArray) == 0)
+                {
+                    auto declInfo = *realArray->GetDeclInfo().begin();
+                    declStat = SgStatement::getStatementByFileAndLine(declInfo.first, declInfo.second);
+                    checkNull(declStat, convertFileName(__FILE__).c_str(), __LINE__);
+                }
+            }
 
             if (declStat)
             {

src/GraphLoop/graph_loops.cpp

@@ -26,11 +26,11 @@
 
 #include "../Utils/errors.h"
 #include "../Utils/AstWrapper.h"
+#include "../Utils/json.hpp"
 
 #include "../DirectiveProcessing/directive_parser.h"
 #include "../DynamicAnalysis/gCov_parser_func.h"
 
-#include "../GraphCall/graph_calls_func.h"
 #include "../Transformations/array_assign_to_loop.h"
 
 using std::vector;
@@ -40,6 +40,8 @@ using std::string;
 using std::wstring;
 using std::pair;
 
+using json = nlohmann::json;
+
 #define DEBUG 0
 static inline void insertLabels(SgExpression *lb, map<int, vector<int>> &gotoLabels, const int line)
 {
@@ -918,7 +920,7 @@ void* LoopGraph::getRealStat(const char* file) const
 }
 
 extern int PASSES_DONE[EMPTY_PASS];
-static void printToBuffer(const LoopGraph *currLoop, const int childSize, char buf[512])
+static int getLoopState(const LoopGraph* currLoop)
 {
     int loopState = 0; // 0 - unknown, 1 - good, 2 - bad
     if (PASSES_DONE[CREATE_TEMPLATE_LINKS] ||
@@ -934,8 +936,14 @@ static void printToBuffer(const LoopGraph *currLoop, const int childSize, char b
         if (currLoop->hasLimitsToParallel())
             loopState = 2;
     }
+
+    return loopState;
+}
+
+static void printToBuffer(const LoopGraph *currLoop, const int childSize, char buf[512])
+{
     sprintf(buf, "#%d#%d#%d#%d#%d#%d#%d#%d",
-        currLoop->lineNum, currLoop->lineNumAfterLoop, currLoop->perfectLoop, currLoop->hasGoto, currLoop->hasPrints, childSize, loopState, 
+        currLoop->lineNum, currLoop->lineNumAfterLoop, currLoop->perfectLoop, currLoop->hasGoto, currLoop->hasPrints, childSize, getLoopState(currLoop),
         currLoop->hasNonRectangularBounds);
 }
 
@@ -947,36 +955,90 @@ static int calculateNormalChildSize(const LoopGraph *currLoop)
     return count;
 }
 
-void convertToString(const LoopGraph *currLoop, string &result)
+static json convertToJson(const LoopGraph* currLoop)
 {
+    json loop;
+    const auto& file = currLoop->fileName;
     if (currLoop && currLoop->lineNum > 0)
     {
-        char buf[512];
-        result += "#" + std::to_string(currLoop->calls.size());
-        for (int i = 0; i < currLoop->calls.size(); ++i)
-            result += "#" + currLoop->calls[i].first + "#" + std::to_string(currLoop->calls[i].second);
-        printToBuffer(currLoop, calculateNormalChildSize(currLoop), buf);
-        result += string(buf);
+        loop["file"] = file;
+        loop["line"] = currLoop->lineNum;
+        loop["lineNumAfterLoop"] = currLoop->lineNumAfterLoop;
+        loop["perfectLoop"] = currLoop->perfectLoop;
+        loop["loopState"] = getLoopState(currLoop);
+        loop["hasNonRectangularBounds"] = (int)currLoop->hasNonRectangularBounds;
 
-        result += "#" + std::to_string(currLoop->linesOfExternalGoTo.size());
-        for (int i = 0; i < currLoop->linesOfExternalGoTo.size(); ++i)
-            result += "#" + std::to_string(currLoop->linesOfExternalGoTo[i]);
+        json calls = json::array();
+        for (auto& [func, line] : currLoop->calls) 
+        {
+            json call;
+            call["line"] = line;
+            call["funcName"] = func;
+            call["canBeInlined"] = 0;
+            call["parentLineOffset"] = 0;
 
-        result += "#" + std::to_string(currLoop->linesOfInternalGoTo.size());
-        for (int i = 0; i < currLoop->linesOfInternalGoTo.size(); ++i)
-            result += "#" + std::to_string(currLoop->linesOfInternalGoTo[i]);
+            calls.push_back(call);
+        }
+        loop["funcCalls"] = calls;
 
-        result += "#" + std::to_string(currLoop->linesOfIO.size());
-        for (auto& i : currLoop->linesOfIO)
-            result += "#" + std::to_string(i);
+        json e_gotos = json::array();
+        for (auto& line : currLoop->linesOfExternalGoTo)
+            e_gotos.push_back(line);
+        loop["extGotos"] = e_gotos;
 
-        result += "#" + std::to_string(currLoop->linesOfStop.size());
-        for (auto& i : currLoop->linesOfStop)
-            result += "#" + std::to_string(i);
+        json i_gotos = json::array();
+        for (auto& line : currLoop->linesOfInternalGoTo)
+            i_gotos.push_back(line);
+        loop["intGotos"] = i_gotos;
 
-        for (int i = 0; i < (int)currLoop->children.size(); ++i)
-            convertToString(currLoop->children[i], result);
+        json ios = json::array();
+        for (auto& line : currLoop->linesOfIO)
+            ios.push_back(line);
+        loop["ios"] = ios;
+
+        json stops = json::array();
+        for (auto& line : currLoop->linesOfStop)
+            stops.push_back(line);
+        loop["stops"] = stops;
+
+        json children = json::array();
+        for (const auto& ch : currLoop->children) 
+        {
+            auto conv = convertToJson(ch);
+            if (!conv.empty())
+                children.push_back(conv);
+        }
+        loop["children"] = children;
     }
+    return loop;
+}
+
+json convertToJson(const map<string, vector<LoopGraph*>>& loopsByFileMap)
+{
+    json loopsByFile = json::array();
+
+    for (auto& byFile : loopsByFileMap)
+    {
+        json loop;
+        const string& file = byFile.first;
+
+        json loops_array = json::array();
+        for (auto& loop : byFile.second)
+        {
+            auto conv = convertToJson(loop);
+            if (!conv.empty())
+                loops_array.push_back(conv);
+        }
+
+        loop["file"] = file;
+        loop["loops"] = loops_array;
+
+        loopsByFile.push_back(loop);
+    }
+    
+    json allLoops;
+    allLoops["allLoops"] = loopsByFile;
+    return allLoops;
 }
 
 void createMapLoopGraph(const vector<LoopGraph*> &loops, map<int, LoopGraph*> &mapGraph)

src/GraphLoop/graph_loops.h

@@ -497,7 +497,6 @@ void processLoopInformationForFunction(std::map<LoopGraph*, std::map<DIST::Array
 void addToDistributionGraph(const std::map<LoopGraph*, std::map<DIST::Array*, ArrayInfo*>>& loopInfo, const std::map<DIST::Array*, std::set<DIST::Array*>>& arrayLinksByFuncCalls);
 void selectFreeLoopsForParallelization(const std::vector<LoopGraph*>& loops, const std::string& funcName, bool isDistribute, const std::vector<ParallelRegion*>& regions, std::vector<Messages>& messagesForFile);
 
-void convertToString(const LoopGraph* currLoop, std::string& result);
 int printLoopGraph(const char* fileName, const std::map<std::string, std::vector<LoopGraph*>>& loopGraph, bool withRegs = false);
 void checkCountOfIter(std::map<std::string, std::vector<LoopGraph*>>& loopGraph, const std::map<std::string, std::vector<FuncInfo*>>& allFuncInfo, std::map<std::string, std::vector<Messages>>& SPF_messages);
 

src/GraphLoop/graph_loops_func.h

@@ -2,8 +2,10 @@
 
 #include <vector>
 #include <map>
+#include <string>
 #include "graph_loops.h"
 #include "../Distribution/DvmhDirective.h"
+#include "Utils/json.hpp"
 
 struct SpfInterval;
 
@@ -17,4 +19,6 @@ bool checkRegionEntries(SgStatement *begin, SgStatement *end, const std::map<std
 bool recSymbolFind(SgExpression *ex, const std::string &symb, const int var);
 void completeFillOfArrayUsageBetweenProc(const std::map<std::string, std::vector<LoopGraph*>>& loopGraph, const std::map<std::string, std::vector<FuncInfo*>>& allFuncInfo);
 bool detectMpiCalls(SgProject* proj, std::map<std::string, std::vector<Messages>>& SPF_messages);
-int calculateLoopIters(SgExpression* start, SgExpression* end, SgExpression* step, std::tuple<int, int, int>& result);
+int calculateLoopIters(SgExpression* start, SgExpression* end, SgExpression* step, std::tuple<int, int, int>& result);
+
+nlohmann::json convertToJson(const std::map<std::string, std::vector<LoopGraph*>>& loopsByFile);

src/PrivateAnalyzer/private_arrays_search.cpp

@@ -0,0 +1,657 @@
+#include <map>
+#include <unordered_set>
+#include <unordered_map>
+#include <vector>
+#include <queue>
+#include <numeric>
+#include <iostream>
+
+#include "private_arrays_search.h"
+#include "../Utils/SgUtils.h"
+#include "../GraphLoop/graph_loops.h"
+#include "../CFGraph/CFGraph.h"
+
+using namespace std;
+
+void print_info(LoopGraph* loop)
+{
+    cout << "loopSymbol: " << loop->loopSymbol << endl;
+    for (const auto& ops : loop->writeOpsForLoop)
+    {
+        cout << "Array name: " << ops.first->GetShortName() << endl;
+        for (const auto i : ops.second)
+        {
+            i.printInfo();
+        }
+    }
+    if (!loop->children.empty())
+    {
+        for (const auto child : loop->children)
+        {
+            print_info(child);
+        }
+    }
+}
+
+static bool isParentStmt(SgStatement* stmt, SgStatement* parent)
+{
+    for (; stmt; stmt = stmt->controlParent())
+        if (stmt == parent)
+        {
+            return true;
+        }
+    return false;
+}
+
+/*returns head block and loop*/
+pair<SAPFOR::BasicBlock*, unordered_set<SAPFOR::BasicBlock*>> GetBasicBlocksForLoop(LoopGraph* loop, vector<SAPFOR::BasicBlock*> blocks)
+{
+    unordered_set<SAPFOR::BasicBlock*> block_loop;
+    SAPFOR::BasicBlock* head_block = nullptr;
+    auto loop_operator = loop->loop->GetOriginal();
+    for (const auto& block : blocks)
+    {
+        if (!block || (block->getInstructions().size() == 0))
+        {
+            continue;
+        }
+        SgStatement* first = block->getInstructions().front()->getInstruction()->getOperator();
+        SgStatement* last = block->getInstructions().back()->getInstruction()->getOperator();
+        if (isParentStmt(first, loop_operator) && isParentStmt(last, loop_operator))
+        {
+            block_loop.insert(block);
+
+            if ((!head_block) && (first == loop_operator) && (last == loop_operator) &&
+                (block->getInstructions().size() == 2) &&
+                (block->getInstructions().back()->getInstruction()->getOperation() == SAPFOR::CFG_OP::JUMP_IF))
+            {
+                head_block = block;
+            }
+
+        }
+    }
+    return { head_block, block_loop };
+}
+
+
+static void BuildLoopIndex(map<string, LoopGraph*>& loopForIndex, LoopGraph* loop) {
+    string index = loop->loopSymbol;
+    loopForIndex[index] = loop;
+    for (const auto& childLoop : loop->children) {
+        BuildLoopIndex(loopForIndex, childLoop);
+    }
+}
+
+static string FindIndexName(int pos, SAPFOR::BasicBlock* block, map<string, LoopGraph*>& loopForIndex) {
+    unordered_set<SAPFOR::Argument*> args = {block->getInstructions()[pos]->getInstruction()->getArg1()};
+
+    for (int i = pos-1; i >= 0; i--) {
+        SAPFOR::Argument* res = block->getInstructions()[i]->getInstruction()->getResult();
+        if (res && args.find(res) != args.end()) {
+            SAPFOR::Argument* arg1 = block->getInstructions()[i]->getInstruction()->getArg1();
+            SAPFOR::Argument* arg2 = block->getInstructions()[i]->getInstruction()->getArg2();
+            if (arg1) {
+                string name = arg1->getValue();
+                int idx = name.find('%');
+                if (idx != -1 && loopForIndex.find(name.substr(idx + 1)) != loopForIndex.end())
+                    return name.substr(idx + 1);
+                else {
+                    args.insert(arg1);
+                }
+            }
+            if (arg2) {
+                string name = arg2->getValue();
+                int idx = name.find('%');
+                if (idx != -1 && loopForIndex.find(name.substr(idx + 1)) != loopForIndex.end())
+                    return name.substr(idx + 1);
+                else {
+                    args.insert(arg2);
+                }
+            }
+        }
+    }
+    return "";
+}
+
+static int GetDefUseArray(SAPFOR::BasicBlock* block, LoopGraph* loop, ArrayAccessingIndexes& def, ArrayAccessingIndexes& use) {
+    auto instructions = block->getInstructions();
+    map<string, LoopGraph*> loopForIndex;
+    BuildLoopIndex(loopForIndex, loop);
+    for(int i = 0; i < instructions.size(); i++)
+    {
+        auto instruction = instructions[i];
+        if(!instruction->getInstruction()->getArg1()) {
+            continue;
+        }
+        auto operation = instruction->getInstruction()->getOperation();
+        auto type = instruction->getInstruction()->getArg1()->getType();
+        if ((operation == SAPFOR::CFG_OP::STORE  || operation == SAPFOR::CFG_OP::LOAD) && type == SAPFOR::CFG_ARG_TYPE::ARRAY)
+        {
+            vector<SAPFOR::Argument*> index_vars;
+            vector<int> refPos;
+            string array_name;
+            if (operation == SAPFOR::CFG_OP::STORE)
+            {
+                array_name = instruction->getInstruction()->getArg1()->getValue();
+            }
+            else
+            {
+                array_name = instruction->getInstruction()->getArg2()->getValue();
+            }
+            int j = i - 1;
+            while (j >= 0 && instructions[j]->getInstruction()->getOperation() == SAPFOR::CFG_OP::REF)
+            {
+                index_vars.push_back(instructions[j]->getInstruction()->getArg1());
+                refPos.push_back(j);
+                j--;
+            }
+            /*to choose correct dimension*/
+            int n = index_vars.size();
+            vector<ArrayDimension> accessPoint(n);
+            /*if (operation == SAPFOR::CFG_OP::STORE)
+            {
+                if (def[array_name].empty())
+                {
+                    def[array_name].resize(n);
+                }
+            }
+            else
+            {
+                if (use[array_name].empty())
+                {
+                    use[array_name].resize(n);
+                }
+            }*/
+
+            SgArrayRefExp* ref = (SgArrayRefExp*)instruction->getInstruction()->getExpression();
+            vector<pair<int, int>> coefsForDims;
+            for (int i = 0; i < ref->numberOfSubscripts(); ++i)
+            {
+                const vector<int*>& coefs = getAttributes<SgExpression*, int*>(ref->subscript(i), set<int>{ INT_VAL });
+                if (coefs.size() == 1)
+                {
+                    const pair<int, int> coef(coefs[0][0], coefs[0][1]);
+                    coefsForDims.push_back(coef);
+                }
+                
+            }
+
+            while (!index_vars.empty())
+            {
+                auto var = index_vars.back();
+                int currentVarPos = refPos.back();
+                pair currentCoefs = coefsForDims.back();
+                ArrayDimension current_dim;
+                if (var->getType() == SAPFOR::CFG_ARG_TYPE::CONST) {
+                    current_dim = { stoul(var->getValue()), 1, 1 };
+                }
+                else
+                {
+                    string name, full_name = var->getValue();
+                    int pos = full_name.find('%');
+                    LoopGraph* currentLoop;
+                    if (pos != -1) {
+                        name = full_name.substr(pos+1);
+                        if (loopForIndex.find(name) != loopForIndex.end()) {
+                            currentLoop = loopForIndex[name];
+                        }
+                        else {
+                            return -1;
+                        }
+                    }
+                    else {
+                        name = FindIndexName(currentVarPos, block, loopForIndex);
+                        if (name == "") {
+                            return -1;
+                        }
+                        if (loopForIndex.find(name) != loopForIndex.end()) {
+                            currentLoop = loopForIndex[name];
+                        }
+                        else {
+                            return -1;
+                        }
+                    }
+                    uint64_t start = currentLoop->startVal * currentCoefs.first + currentCoefs.second;
+                    uint64_t step = currentCoefs.first;
+                    current_dim = { start, step, (uint64_t)currentLoop->calculatedCountOfIters };
+                }
+                /*if (operation == SAPFOR::CFG_OP::STORE)
+                {
+                    def[array_name][n - index_vars.size()].push_back(current_dim);
+                }
+                else
+                {
+                    use[array_name][n - index_vars.size()].push_back(current_dim);
+                }*/
+                accessPoint[n - index_vars.size()] = current_dim;
+                index_vars.pop_back();
+                refPos.pop_back();
+                coefsForDims.pop_back();
+            }
+            if (operation == SAPFOR::CFG_OP::STORE)
+            {
+                def[array_name].Insert(accessPoint);
+            }
+            else
+            {
+                use[array_name].Insert(accessPoint);
+            }
+        }
+    }
+    return 0;
+
+}
+
+static vector<uint64_t> FindParticularSolution(const ArrayDimension& dim1, const ArrayDimension& dim2) 
+{
+    for (uint64_t i = 0; i < dim1.tripCount; i++) 
+    {
+        uint64_t leftPart = dim1.start + i * dim1.step;
+        for (uint64_t j = 0; j < dim2.tripCount; j++) 
+        {
+            uint64_t rightPart = dim2.start + j * dim2.step;
+            if (leftPart == rightPart) 
+            {
+                return {i, j};
+            }
+        }
+    }
+    return {};
+}
+
+/* dim1 /\ dim2 */
+static ArrayDimension* DimensionIntersection(const ArrayDimension& dim1, const ArrayDimension& dim2) 
+{
+    vector<uint64_t> partSolution =  FindParticularSolution(dim1, dim2);
+    if (partSolution.empty()) 
+    {
+        return NULL;
+    }
+    int64_t x0 = partSolution[0], y0 = partSolution[1];
+    /* x = x_0 + c * t */
+    /* y = y_0 + d * t */
+    int64_t c = dim2.step / gcd(dim1.step, dim2.step);
+    int64_t d = dim1.step / gcd(dim1.step, dim2.step);
+    int64_t tXMin, tXMax, tYMin, tYMax;
+    tXMin = -x0 / c;
+    tXMax = (dim1.tripCount - 1 - x0) / c;
+    tYMin = -y0 / d;
+    tYMax = (dim2.tripCount - 1 - y0) / d;
+    int64_t tMin = max(tXMin, tYMin);
+    uint64_t tMax = min(tXMax, tYMax);
+    if (tMin > tMax) 
+    {
+        return NULL;
+    }
+    uint64_t start3 = dim1.start + x0 * dim1.step;
+    uint64_t step3 = c * dim1.step;
+    ArrayDimension* result = new(ArrayDimension){ start3, step3, tMax + 1 };
+    return result;
+}
+
+/* dim1 / dim2 */
+static vector<ArrayDimension> DimensionDifference(const ArrayDimension& dim1, const ArrayDimension& dim2)
+{
+    ArrayDimension* intersection = DimensionIntersection(dim1, dim2);
+    if (!intersection) 
+    {
+        return {dim1};
+    }
+    vector<ArrayDimension> result;
+    /* add the part before intersection */
+    if (dim1.start < intersection->start)
+    {
+        result.push_back({ dim1.start, dim1.step, (intersection->start - dim1.start) / dim1.step });
+    }
+    /* add the parts between intersection steps */
+    uint64_t start = (intersection->start - dim1.start) / dim1.step;
+    uint64_t interValue = intersection->start;
+    for (int64_t i = start; dim1.start + i * dim1.step <= intersection->start + intersection->step * (intersection->tripCount - 1); i++)
+    {
+        uint64_t centerValue = dim1.start + i * dim1.step;
+        if (centerValue == interValue)
+        {
+            if (i - start  > 1)
+            {
+                result.push_back({ dim1.start + (start + 1) * dim1.step, dim1.step, i - start - 1 });
+                start = i;
+            }
+            interValue += intersection->step;
+        }
+    }
+    /* add the part after intersection */
+    if (intersection->start + intersection->step * (intersection->tripCount - 1) < dim1.start + dim1.step * (dim1.tripCount - 1))
+    {
+        /* first value after intersection */
+        uint64_t right_start = intersection->start + intersection->step * (intersection->tripCount - 1) + dim1.step;
+        uint64_t tripCount = (dim1.start + dim1.step * dim1.tripCount - right_start) / dim1.step;
+        result.push_back({right_start, dim1.step, tripCount});
+    }
+    delete(intersection);
+    return result;
+}
+
+
+static vector<ArrayDimension> DimensionUnion(const ArrayDimension& dim1, const ArrayDimension& dim2)
+{
+    vector<ArrayDimension> res;
+    ArrayDimension* inter = DimensionIntersection(dim1, dim2);
+    if(!inter)
+    {
+        return { dim1, dim2 };
+    }
+    res.push_back(*inter);
+    delete(inter);
+    vector<ArrayDimension> diff1, diff2;
+    diff1 = DimensionDifference(dim1, dim2);
+    diff2 = DimensionDifference(dim2, dim1);
+    res.insert(res.end(), diff1.begin(), diff1.end());
+    res.insert(res.end(), diff2.begin(), diff2.end());
+    return res;
+}
+
+static vector<ArrayDimension> ElementsIntersection(const vector<ArrayDimension>& firstElement, const vector<ArrayDimension>& secondElement)
+{
+    if(firstElement.empty() || secondElement.empty()) {
+        return {};
+    }
+    size_t dimAmount = firstElement.size();
+    /* check if there is no intersecction */
+    for(size_t i = 0; i < dimAmount; i++) 
+    {
+        if(FindParticularSolution(firstElement[i], secondElement[i]).empty()){
+            return {};
+        }
+    }
+    vector<ArrayDimension> result(dimAmount);
+    for(size_t i = 0; i < dimAmount; i++) 
+    {
+        ArrayDimension* resPtr = DimensionIntersection(firstElement[i], secondElement[i]);
+        if(resPtr) 
+        {
+            result[i] = *resPtr;
+        }
+        else
+        {
+            return {};
+        }
+    }
+    return result;
+}
+
+static vector<vector<ArrayDimension>> ElementsDifference(const vector<ArrayDimension>& firstElement, 
+                                                         const vector<ArrayDimension>& secondElement)
+{
+    if(firstElement.empty() || secondElement.empty()) {
+        return {};
+    }
+    vector<ArrayDimension> intersection = ElementsIntersection(firstElement, secondElement);
+    vector<vector<ArrayDimension>> result;
+    if(intersection.empty()) 
+    {
+        return {firstElement};
+    }
+    for(int i = 0; i < firstElement.size(); i++)
+    {
+        auto dimDiff = DimensionDifference(firstElement[i], secondElement[i]);
+        if(!dimDiff.empty()) 
+        {
+            vector<ArrayDimension> firstCopy = firstElement;
+            for(const auto& range: dimDiff)
+            {
+                firstCopy[i] = range;
+                result.push_back(firstCopy);
+            }
+        }
+    }
+    return result;
+}
+
+static void ElementsUnion(const vector<ArrayDimension>& firstElement, const vector<ArrayDimension>& secondElement, 
+                          vector<vector<ArrayDimension>>& lc, vector<vector<ArrayDimension>>& rc, 
+                          vector<ArrayDimension>& intersection)
+{
+    /* lc(rc) is a set of ranges, which only exist in first(second) element*/
+    intersection = ElementsIntersection(firstElement, secondElement);
+    lc = ElementsDifference(firstElement, intersection);
+    rc = ElementsDifference(secondElement, intersection);
+}
+
+void AccessingSet::FindUncovered(const vector<ArrayDimension>& element, vector<vector<ArrayDimension>>& result) const{
+    vector<vector<ArrayDimension>> newTails;
+    result.push_back(element);
+    for(const auto& currentElement: allElements) 
+    {
+        for(const auto& tailLoc: result)
+        {
+            auto intersection = ElementsIntersection(tailLoc, currentElement);
+            auto diff = ElementsDifference(tailLoc, intersection);
+            if(!diff.empty()) {
+                newTails.insert(newTails.end(), diff.begin(), diff.end());
+            }
+        }
+        result = move(newTails);
+    }
+}
+
+bool AccessingSet::ContainsElement(const vector<ArrayDimension>& element) const
+{
+    vector<vector<ArrayDimension>> tails;
+    FindUncovered(element, tails);
+    return !tails.empty();
+}
+
+void AccessingSet::FindCoveredBy(const vector<ArrayDimension>& element, vector<vector<ArrayDimension>>& result) const
+{
+    for(const auto& currentElement: allElements) 
+    {
+        auto intersection = ElementsIntersection(element, currentElement);
+        if(!intersection.empty()) {
+            result.push_back(intersection);
+        }
+    }
+}
+
+vector<vector<ArrayDimension>> AccessingSet::GetElements() const
+{
+    return allElements;
+}
+
+void AccessingSet::Insert(const vector<ArrayDimension>& element)
+{
+    vector<vector<ArrayDimension>> tails;
+    FindUncovered(element, tails);
+    allElements.insert(allElements.end(), tails.begin(), tails.end());
+}
+
+void AccessingSet::Union(const AccessingSet& source) {
+    for(auto& element: source.GetElements()) {
+        Insert(element);
+    }
+}
+
+AccessingSet AccessingSet::Intersect(const AccessingSet& secondSet) const
+{
+    vector<vector<ArrayDimension>> result;
+    for(const auto& element: allElements) 
+    {
+        if(secondSet.ContainsElement(element)) 
+        {
+            result.push_back(element);
+        }
+        else
+        {
+            vector<vector<ArrayDimension>> coveredBy;
+            secondSet.FindCoveredBy(element, coveredBy);
+            if(!coveredBy.empty()) 
+            {
+                result.insert(result.end(), coveredBy.begin(), coveredBy.end());
+            }
+        }
+    }
+    return AccessingSet(result);
+}
+
+AccessingSet AccessingSet::Diff(const AccessingSet& secondSet) const
+{
+    AccessingSet intersection = this->Intersect(secondSet);
+    AccessingSet uncovered = *this;
+    vector<vector<ArrayDimension>> result;
+    for (const auto& element : intersection.GetElements())
+    {
+        vector<vector<ArrayDimension>> current_uncovered;
+        uncovered.FindUncovered(element, current_uncovered);
+        uncovered = AccessingSet(current_uncovered);
+    }
+    return uncovered;
+}
+
+void Collapse(Region* region)
+{
+    //Region* newBlock = new Region();  
+    for (auto& [arrayName, arrayRanges] : region->getHeader()->array_out)
+    {
+        for (Region* byBlock : region->getBasickBlocks())
+        {
+            AccessingSet intersection = byBlock->array_def[arrayName].Intersect(arrayRanges);
+            region->array_def[arrayName].Union(intersection);
+        }
+    }
+
+    for (auto& byBlock : region->getBasickBlocks()) {
+        for (auto& [arrayName, arrayRanges] : byBlock->array_use)
+        {
+            AccessingSet diff = byBlock->array_use[arrayName].Diff(byBlock->array_in[arrayName]);
+            region->array_use[arrayName].Union(diff);
+        }
+    }
+
+    for (Region* prevBlock : region->getHeader()->getPrevRegions()) 
+    {
+        prevBlock->replaceInNextRegions(region, region->getHeader());
+    }
+    for (Region* nextBlock : region->getHeader()->getNextRegions())
+    {
+        nextBlock->replaceInPrevRegions(region, region->getHeader());
+    }
+}
+
+static void SetConnections(unordered_map<SAPFOR::BasicBlock*, Region*>& bbToRegion, const unordered_set<SAPFOR::BasicBlock*>& blockSet)
+{
+    for (SAPFOR::BasicBlock* block : blockSet)
+    {
+        for (SAPFOR::BasicBlock* nextBlock : block->getNext())
+        {
+            if (bbToRegion.find(nextBlock) != bbToRegion.end())
+            {
+                bbToRegion[block]->addNextRegion(bbToRegion[nextBlock]);
+            }
+        }
+        for (SAPFOR::BasicBlock* prevBlock : block->getPrev())
+        {
+            if (bbToRegion.find(prevBlock) != bbToRegion.end())
+            {
+                bbToRegion[block]->addPrevRegion(bbToRegion[prevBlock]);
+            }
+        }
+    }
+}
+
+static Region* CreateSubRegion(LoopGraph* loop, const vector<SAPFOR::BasicBlock*>& Blocks, const unordered_map<SAPFOR::BasicBlock*, Region*>& bbToRegion)
+{
+    Region* region = new Region;
+    auto [header, blockSet] = GetBasicBlocksForLoop(loop, Blocks);
+    for (SAPFOR::BasicBlock* block : Blocks)
+    {
+        region->addBasickBlocks(bbToRegion.at(block));
+    }
+    for (LoopGraph* childLoop : loop->children)
+    {
+        region->addSubRegions(CreateSubRegion(childLoop, Blocks, bbToRegion));
+    }
+    return region;
+}
+
+Region::Region(LoopGraph* loop, vector<SAPFOR::BasicBlock*>& Blocks)
+{
+    auto [header, blockSet] = GetBasicBlocksForLoop(loop, Blocks);
+    unordered_map<SAPFOR::BasicBlock*, Region*> bbToRegion;
+    for (auto poiner : blockSet)
+    {
+        bbToRegion[poiner] = new Region(*poiner);
+    }
+    SetConnections(bbToRegion, blockSet);
+    //create subRegions
+    for (LoopGraph* childLoop : loop->children)
+    {
+        subRegions.insert(CreateSubRegion(childLoop, Blocks, bbToRegion));
+    }
+}
+
+void SolveDataFlow(Region* DFG)
+{
+    //SolveDataFlowIteratively(DFG)
+    for (Region* subRegion : DFG->getSubRegions())
+    {
+        SolveDataFlow(subRegion);
+    }
+    Collapse(DFG);
+}
+
+void FindPrivateArrays(map<string, vector<LoopGraph*>> &loopGraph, map<FuncInfo*, vector<SAPFOR::BasicBlock*>>& FullIR)
+{  
+    for (const auto& curr_graph_pair: loopGraph)
+    {
+        for (const auto& curr_loop : curr_graph_pair.second)
+        {
+            auto block_loop = GetBasicBlocksForLoop(curr_loop, (*FullIR.begin()).second);
+            for (const auto& bb : block_loop.second) {
+                ArrayAccessingIndexes def, use;
+                //GetDefUseArray(bb, curr_loop, def, use);
+            }
+            ArrayAccessingIndexes loopDimensionsInfo;
+            //GetDimensionInfo(curr_loop, loopDimensionsInfo, 0);
+            //print_info(curr_loop);
+        }
+    }
+
+}
+
+void GetDimensionInfo(LoopGraph* loop, map<DIST::Array*, vector<vector<ArrayDimension>>>& loopDimensionsInfo, int level)
+{
+    cout << "line_num: " << loop->lineNum << endl;
+    for (const auto& writeOpPairs : loop->writeOpsForLoop)
+    {
+        vector<vector<ArrayDimension>> arrayDimensions(writeOpPairs.first->GetDimSize());
+        loopDimensionsInfo[writeOpPairs.first] = arrayDimensions;
+        for (const auto& writeOp : writeOpPairs.second)
+        {
+            for (const auto& coeficient_pair : writeOp.coefficients)
+            {
+                uint64_t start, step, tripCount;
+                start = loop->startVal * coeficient_pair.first.first + coeficient_pair.first.second;
+                step = loop->stepVal * coeficient_pair.first.first;
+                tripCount = (loop->endVal - coeficient_pair.first.second) / step;
+                if (start <= loop->endVal)
+                {
+                    loopDimensionsInfo[writeOpPairs.first][level].push_back({start, step, tripCount});
+                    cout << "level: " << level << endl;
+                    cout << "start: " << start << endl;
+                    cout << "step: " << step << endl;
+                    cout << "trip_count: " << tripCount << endl;
+                    cout << endl;
+                }
+                
+                
+            }
+        }
+    }
+    cout << "line_num_after: " << loop->lineNumAfterLoop << endl;
+    if (!loop->children.empty())
+    {
+        for (const auto& childLoop : loop->children)
+        {
+            GetDimensionInfo(childLoop, loopDimensionsInfo, level+1);
+        }
+    }
+}

src/PrivateAnalyzer/private_arrays_search.h

@@ -0,0 +1,122 @@
+#pragma once
+
+#include "../GraphLoop/graph_loops.h"
+#include "../CFGraph/CFGraph.h"
+
+using std::vector;
+using std::map;
+using std::string;
+using std::set;
+using std::unordered_set;
+using std::pair;
+
+struct ArrayDimension 
+{
+    uint64_t start, step, tripCount;
+};
+
+class AccessingSet {
+    private:
+        vector<vector<ArrayDimension>> allElements;
+
+    public:
+        AccessingSet(vector<vector<ArrayDimension>> input) : allElements(input) {};
+        AccessingSet() {};
+        vector<vector<ArrayDimension>> GetElements() const;
+        void Insert(const vector<ArrayDimension>& element);
+        void Union(const AccessingSet& source);
+        AccessingSet Intersect(const AccessingSet& secondSet) const;
+        AccessingSet Diff(const AccessingSet& secondSet) const;
+        bool ContainsElement(const vector<ArrayDimension>& element) const;        
+        void FindCoveredBy(const vector<ArrayDimension>& element, vector<vector<ArrayDimension>>& result) const;
+        void FindUncovered(const vector<ArrayDimension>& element, vector<vector<ArrayDimension>>& result) const;
+};
+
+using ArrayAccessingIndexes = map<string, AccessingSet>;
+
+class Region: public SAPFOR::BasicBlock {
+    public:
+        Region() 
+        {
+            header = nullptr; 
+        }
+
+        Region(SAPFOR::BasicBlock block) : SAPFOR::BasicBlock::BasicBlock(block)
+        {
+            header = nullptr;
+        }
+
+        Region(LoopGraph* loop, vector<SAPFOR::BasicBlock*>& Blocks);
+
+        Region* getHeader()
+        {
+            return header;
+        }
+
+        unordered_set<Region*>& getBasickBlocks()
+        {
+            return basickBlocks;
+        }
+
+        void addBasickBlocks(Region* region)
+        {
+            basickBlocks.insert(region);
+        }
+        unordered_set<Region*> getPrevRegions()
+        {
+            return prevRegions;
+        }
+
+        unordered_set<Region*> getNextRegions()
+        {
+            return nextRegions;
+        }
+
+        void addPrevRegion(Region* region) 
+        {
+            prevRegions.insert(region);
+        }
+
+        void addNextRegion(Region* region) 
+        {
+            nextRegions.insert(region);
+        }
+
+        void replaceInPrevRegions(Region* source, Region* destination)
+        {
+            prevRegions.erase(destination);
+            prevRegions.insert(source);
+        }
+
+        void replaceInNextRegions(Region* source, Region* destination)
+        {
+            nextRegions.erase(destination);
+            nextRegions.insert(source);
+        }
+
+        unordered_set<Region*> getSubRegions()
+        {
+            return subRegions;
+        }
+
+        void addSubRegions(Region* region)
+        {
+            subRegions.insert(region);
+        }
+
+        ArrayAccessingIndexes array_def, array_use, array_out, array_in;
+            
+    private:
+        unordered_set<Region*> subRegions, basickBlocks;
+        /*next Region which is BB for current BB Region*/
+        unordered_set<Region*> nextRegions;
+        /*prev Regions which is BBs for current BB Region*/
+        unordered_set<Region*> prevRegions;
+        Region* header;      
+};
+
+
+void Collapse(Region* region);
+void FindPrivateArrays(map<string, vector<LoopGraph*>>& loopGraph, map<FuncInfo*, vector<SAPFOR::BasicBlock*>>& FullIR);
+void GetDimensionInfo(LoopGraph* loop, map<DIST::Array*, vector<vector<ArrayDimension>>>& loopDimensionsInfo, int level);
+pair<SAPFOR::BasicBlock*, unordered_set<SAPFOR::BasicBlock*>> GetBasicBlocksForLoop(LoopGraph* loop, vector<SAPFOR::BasicBlock*> blocks);

src/Sapfor.cpp

@@ -1561,6 +1561,7 @@ static bool runAnalysis(SgProject &project, const int curr_regime, const bool ne
     {
         if (keepFiles)
             printLoopGraph("_loopGraph.txt", loopGraph);
+        //printf("%s\n", convertToJson(loopGraph).dump(2).c_str());
     }
     else if (curr_regime == FILL_COMMON_BLOCKS)
     {

src/Utils/version.h

@@ -1,3 +1,3 @@
 #pragma once
 
-#define VERSION_SPF "2401"
+#define VERSION_SPF "2404"

src/VisualizerCalls/get_information.cpp

@@ -41,6 +41,7 @@
 #include "../LoopAnalyzer/loop_analyzer.h"
 #include "../DirectiveProcessing/insert_directive.h"
 #include "../ProjectManipulation/PerfAnalyzer.h"
+#include "Utils/json.hpp"
 
 #include "BuildGraph.h"
 
@@ -61,6 +62,7 @@ using std::pair;
 using std::tuple;
 using std::to_string;
 using std::make_pair;
+using json = nlohmann::json;
 
 extern set<short*> allocated;
 extern set<int*> allocatedInt;
@@ -510,26 +512,7 @@ int SPF_GetGraphLoops(void*& context, int winHandler, short *options, short *pro
     {
         runPassesForVisualizer(projName, { LOOP_GRAPH } );
 
-        string resVal = "";
-        for (auto f = loopGraph.begin(); f != loopGraph.end(); ++f)
-        {
-            if (resVal != "")
-                resVal += "|";
-            
-            int realLoops = 0;
-            for (int i = 0; i < f->second.size(); ++i)
-                if (f->second[i]->lineNum > 0)
-                    realLoops++;
-
-            resVal += f->first + "|" + to_string(realLoops);
-            for (int i = 0; i < f->second.size(); ++i)
-            {
-                string localRes = "";
-                convertToString(f->second[i], localRes);
-                resVal += localRes;
-            }
-        }
-
+        string resVal = convertToJson(loopGraph).dump();
         copyStringToShort(result, resVal);
         retSize = (int)resVal.size() + 1;
     }