GPU Calc: implemented for SKEW

AMLOEXT-80 FIX

Change-Id: I22131ff7688237c7cb77335d6a8cadd4e40ff78d
Signed-off-by: haochen <haochen@multicorewareinc.com>
Signed-off-by: I-Jui (Ray) Sung <ray@multicorewareinc.com>

3 files changed, 350 insertions, 0 deletions

diff --git a/sc/source/core/opencl/formulagroupcl.cxx b/sc/source/core/opencl/formulagroupcl.cxx
index ccdc01b6cd4c..ce53e74c490f 100644
--- a/sc/source/core/opencl/formulagroupcl.cxx
+++ b/sc/source/core/opencl/formulagroupcl.cxx
@@ -1301,6 +1301,10 @@ DynamicKernelSoPArguments::DynamicKernelSoPArguments(
                 mvSubArguments.push_back(SoPHelper(ts,
                          ft->Children[i], new OpTrunc));
                 break;
+            case ocSchiefe:
+                mvSubArguments.push_back(SoPHelper(ts,
+                         ft->Children[i], new OpSkew));
+                break;
             case ocExternal:
                 if ( !(pChild->GetExternal().compareTo(OUString(
                     "com.sun.star.sheet.addin.Analysis.getEffect"))))
diff --git a/sc/source/core/opencl/op_statistical.cxx b/sc/source/core/opencl/op_statistical.cxx
index a686e5dfe4d0..636afd0024eb 100644
--- a/sc/source/core/opencl/op_statistical.cxx
+++ b/sc/source/core/opencl/op_statistical.cxx
@@ -671,7 +671,346 @@ void OpWeibull::GenSlidingWindowFunction(std::stringstream &ss,
     ss << "    return tmp;\n";
     ss << "}\n";
 }
+void OpSkew::GenSlidingWindowFunction(std::stringstream &ss,
+            const std::string sSymName, SubArguments &vSubArguments)
+{
+    ss << "\ndouble " << sSymName;
+    ss << "_" << BinFuncName() << "(";
+    for (unsigned i = 0; i < vSubArguments.size(); i++)
+    {
+        if (i)
+            ss << ",";
+        vSubArguments[i]->GenSlidingWindowDecl(ss);
+    }
+    ss << "){\n";
+    ss << "    int gid0 = get_global_id(0);\n";
+    ss << "    double fSum = 0.0;\n";
+    ss << "    double fMean = 0.0;\n";
+    ss << "    double vSum = 0.0;\n";
+    ss << "    double fCount = 0.0;\n";
+    ss << "    double arg = 0.0;\n";
+    unsigned i = vSubArguments.size();
+    while (i--)
+    {
+        FormulaToken* pCur = vSubArguments[i]->GetFormulaToken();
+        assert(pCur);
+        if(ocPush==vSubArguments[i]->GetFormulaToken()->GetOpCode())
+        {
+            if (pCur->GetType() == formula::svDoubleVectorRef)
+            {
+                const formula::DoubleVectorRefToken* pDVR =
+                    dynamic_cast<const formula::DoubleVectorRefToken *>(pCur);
+                size_t nCurWindowSize = pDVR->GetRefRowSize();
+                ss << "    for (int i = ";
+                if (!pDVR->IsStartFixed() && pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "gid0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < " << nCurWindowSize  << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "gid0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (!pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i + gid0 < " << pDVR->GetArrayLength();
+                    ss << " &&  i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else
+                {
+#ifdef  ISNAN
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+
+                ss << "        arg = ";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+#ifdef  ISNAN
+                ss << "        if (isNan(arg))\n";
+                ss << "            continue;\n";
+#endif
+                ss << "        fSum += arg;\n";
+                ss << "        fCount += 1;\n";
+                ss << "    }\n";
+            }
+            else if (pCur->GetType() == formula::svSingleVectorRef)
+            {
+                const formula::SingleVectorRefToken* pSVR =
+                    dynamic_cast< const formula::SingleVectorRefToken* >(pCur);
+                assert(pSVR);
+#ifdef  ISNAN
+                ss << "    if (gid0 < " << pSVR->GetArrayLength() << ")\n";
+                ss << "    {\n";
+                ss << "        if (!isNan(";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << "))\n";
+                ss << "        {\n";
+#endif
+                ss << "            arg=";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+                ss << "            fSum += arg;\n";
+                ss << "            fCount += 1;\n";
+#ifdef ISNAN
+                ss << "        }\n";
+                ss << "    }\n";
+#endif
+            }
+            else
+            {
+                ss << "    arg=" << pCur->GetDouble() << ";\n";
+                ss << "    fSum += arg;\n";
+                ss << "    fCount += 1;\n";
+            }
+        }
+        else
+        {
+            ss << "    arg=";
+            ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+            ss << "    fSum += arg;\n";
+            ss << "    fCount += 1;\n";
+        }
+
+        if(i == 0)
+        {
+            ss << "    if(fCount <= 2)\n";
+            ss << "        return 0;\n";
+            ss << "    else\n";
+            ss << "    fMean = fSum / " << "fCount" << ";\n";
+        }
+    }
+    i = vSubArguments.size();
+    while (i--)
+    {
+        FormulaToken *pCur = vSubArguments[i]->GetFormulaToken();
+        assert(pCur);
+        if(ocPush==vSubArguments[i]->GetFormulaToken()->GetOpCode())
+        {
+            if (pCur->GetType() == formula::svDoubleVectorRef)
+            {
+                const formula::DoubleVectorRefToken* pDVR =
+                    dynamic_cast<const formula::DoubleVectorRefToken *>(pCur);
+                size_t nCurWindowSize = pDVR->GetRefRowSize();
+                ss << "    for (int i = ";
+                if (!pDVR->IsStartFixed() && pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "gid0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < " << nCurWindowSize  << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "gid0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (!pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i + gid0 < " << pDVR->GetArrayLength();
+                    ss << " &&  i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else
+                {
+#ifdef  ISNAN
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
 
+                ss << "        arg = ";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+#ifdef  ISNAN
+                ss << "        if (isNan(arg))\n";
+                ss << "            continue;\n";
+#endif
+                ss << "        vSum += (arg - fMean) * (arg - fMean);\n";
+                ss << "    }\n";
+            }
+            else if (pCur->GetType() == formula::svSingleVectorRef)
+            {
+                const formula::SingleVectorRefToken* pSVR =
+                    dynamic_cast< const formula::SingleVectorRefToken* >(pCur);
+                assert(pSVR);
+#ifdef  ISNAN
+                ss << "    if (gid0 < " << pSVR->GetArrayLength() << ")\n";
+                ss << "    {\n";
+                ss << "        if (!isNan(";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << "))\n";
+                ss << "        {\n";
+#endif
+                ss << "            arg=";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+                ss << "            vSum += (arg - fMean) * (arg - fMean);\n";
+#ifdef ISNAN
+                ss << "        }\n";
+                ss << "    }\n";
+#endif
+            }
+            else
+            {
+                ss << "    arg = " << pCur->GetDouble() << ";\n";
+                ss << "    vSum += (arg - fMean) * (arg - fMean);\n";
+            }
+        }
+        else
+        {
+            ss << "    arg=";
+            ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+            ss << "    vSum += (arg - fMean) * (arg - fMean);\n";
+        }
+    }
+    ss << "    double fStdDev = sqrt(vSum/(fCount-1.0));\n";
+    ss << "    double dx = 0.0;\n";
+    ss << "    double xcube = 0.0;\n";
+    ss << "    if(fStdDev == 0.0)\n";
+    ss << "        return DBL_MAX;\n";
+    i = vSubArguments.size();
+    while (i--)
+    {
+        FormulaToken *pCur = vSubArguments[i]->GetFormulaToken();
+        assert(pCur);
+        if(ocPush==vSubArguments[i]->GetFormulaToken()->GetOpCode())
+        {
+            if (pCur->GetType() == formula::svDoubleVectorRef)
+            {
+                const formula::DoubleVectorRefToken* pDVR =
+                    dynamic_cast<const formula::DoubleVectorRefToken *>(pCur);
+                size_t nCurWindowSize = pDVR->GetRefRowSize();
+                ss << "    for (int i = ";
+                if (!pDVR->IsStartFixed() && pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "gid0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < " << nCurWindowSize  << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "gid0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i < " << pDVR->GetArrayLength();
+                    ss << " && i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < gid0+"<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else if (!pDVR->IsStartFixed() && !pDVR->IsEndFixed())
+                {
+#ifdef  ISNAN
+                    ss << "0; i + gid0 < " << pDVR->GetArrayLength();
+                    ss << " &&  i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+                else
+                {
+#ifdef  ISNAN
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#else
+                    ss << "0; i < "<< nCurWindowSize << "; i++)\n";
+                    ss << "    {\n";
+#endif
+                }
+
+                ss << "        arg = ";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+#ifdef  ISNAN
+                ss << "        if (isNan(arg))\n";
+                ss << "            continue;\n";
+#endif
+                ss << "        dx = (arg - fMean) / fStdDev;\n";
+                ss << "        xcube = xcube + (dx * dx * dx);\n";
+                ss << "    }\n";
+            }
+            else if (pCur->GetType() == formula::svSingleVectorRef)
+            {
+                const formula::SingleVectorRefToken* pSVR =
+                    dynamic_cast< const formula::SingleVectorRefToken* >(pCur);
+                assert(pSVR);
+#ifdef  ISNAN
+                ss << "    if (gid0 < " << pSVR->GetArrayLength() << ")\n";
+                ss << "    {\n";
+                ss << "        if (!isNan(";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << "))\n";
+                ss << "        {\n";
+#endif
+                ss << "            arg = ";
+                ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+                ss << "            dx = (arg - fMean) / fStdDev;\n";
+                ss << "            xcube = xcube+(dx*dx*dx);\n";
+#ifdef ISNAN
+                ss << "        }\n";
+                ss << "    }\n";
+#endif
+            }
+            else
+            {
+                ss << "    arg = " << pCur->GetDouble() << ";\n";
+                ss << "    dx = (arg - fMean) / fStdDev;\n";
+                ss << "    xcube = xcube + (dx * dx * dx);\n";
+            }
+        }
+        else
+        {
+            ss << "    arg = ";
+            ss << vSubArguments[i]->GenSlidingWindowDeclRef() << ";\n";
+            ss << "    dx = (arg - fMean) / fStdDev;\n";
+            ss << "    xcube = xcube + (dx * dx * dx);\n";
+        }
+    }
+    ss << "    return ((xcube * fCount)/";
+    ss << "(fCount - 1.0)) / (fCount - 2.0);\n";
+    ss << "}\n";
+}
 void OpFisher::GenSlidingWindowFunction(
     std::stringstream &ss, const std::string sSymName, SubArguments &vSubArguments)
 {
diff --git a/sc/source/core/opencl/op_statistical.hxx b/sc/source/core/opencl/op_statistical.hxx
index 9566d30b4de4..e9ab0e63f351 100644
--- a/sc/source/core/opencl/op_statistical.hxx
+++ b/sc/source/core/opencl/op_statistical.hxx
@@ -50,6 +50,13 @@ public:
     virtual void BinInlineFun(std::set<std::string>& ,std::set<std::string>&);
     virtual std::string BinFuncName(void) const { return "Fdist"; }
 };
+class OpSkew: public Normal
+{
+public:
+    virtual void GenSlidingWindowFunction(std::stringstream &ss,
+            const std::string sSymName, SubArguments &vSubArguments);
+    virtual std::string BinFuncName(void) const { return "Skew"; }
+};
 class OpFisher: public Normal
 {
 public: