int AB_CSV_EditProfileDialog_HandleActivated(GWEN_DIALOG *dlg, const char *sender) {
AB_CSV_EDIT_PROFILE_DIALOG *xdlg;
assert(dlg);
xdlg=GWEN_INHERIT_GETDATA(GWEN_DIALOG, AB_CSV_EDIT_PROFILE_DIALOG, dlg);
assert(xdlg);
if (strcasecmp(sender, "okButton")==0) {
GWEN_DB_NODE *db;
int rv;
db=GWEN_DB_Group_new("profile");
rv=AB_CSV_EditProfileDialog_fromGui(dlg, db);
if (rv<0) {
DBG_INFO(AQBANKING_LOGDOMAIN, "here (%d)", rv);
GWEN_DB_Group_free(db);
return GWEN_DialogEvent_ResultHandled;
}
GWEN_DB_ClearGroup(xdlg->dbProfile, NULL);
GWEN_DB_AddGroupChildren(xdlg->dbProfile, db);
GWEN_DB_Group_free(db);
return GWEN_DialogEvent_ResultAccept;
}
else if (strcasecmp(sender, "abortButton")==0)
return GWEN_DialogEvent_ResultReject;
else if (strcasecmp(sender, "helpButton")==0) {
}
else if (strcasecmp(sender, "headerCheck")==0) {
if (xdlg->testFileName)
readTestData(dlg);
return GWEN_DialogEvent_ResultHandled;
}
return GWEN_DialogEvent_ResultHandled;
}
void DTest::run(const char* path) {
std::ifstream in(path, std::ios_base::binary);
SCOPE_ASSERT(in);
Executor Exec;
while (in.peek() != -1) {
TestCase tcase;
SCOPE_ASSERT(readTestData(in, tcase.patterns, tcase.text, tcase.expected));
Exec.submit(tcase);
}
}
int main(int argc, char** argv){
if( argc < 9 ){
cerr << "structTrain [data] [template] [test_data] [lambda] [modelFname] [0:SSG/1:BCFW] [kernel='G'/'L'] [gamma] (max_iter)" << endl;
exit(0);
}
char* dataFname = argv[1];
char* tempFname = argv[2];
char* testFname = argv[3];
double lambda = atof(argv[4]);
char* modelFname = argv[5];
int method = atoi(argv[6]);
char kernel_type = argv[7][0];
double gamma = atof(argv[8]);
int max_iter = 50;
if( argc > 9 )
max_iter = atoi(argv[9]);
Param* param = new Param();
readData(dataFname, tempFname, param);
param->n_train = param->data->size();
readTestData(testFname, param);
param->n_test = param->data->size() - param->n_train;
param->featuremapFunc = chain_featuremap;
param->oracleFunc = chain_oracle;
param->loss = chain_loss;
param->num_states = param->label_index_map.size();
param->gamma = gamma;
param->lambda = lambda/param->n_train;
param->modelFname = modelFname;
param->kernel_type = kernel_type;
//param->lambda = 0.01;
cerr << "#train_samples=" << param->n_train << endl;
cerr << "#test_samples=" << param->n_test << endl;
cerr << "|Y_f|=" << param->num_states << endl;
cerr << "lambda=" << param->lambda << endl;
Option* option = new Option(NULL,NULL);
option->num_pass = max_iter;
Model* model;
if( method == 0 )
model = solverSSG(param, option);
else
model = solverBCFW(param, option);
//writeModel(modelFname, model);
return 0;
}
int AB_CSV_EditProfileDialog_HandleValueChanged(GWEN_DIALOG *dlg, const char *sender){
AB_CSV_EDIT_PROFILE_DIALOG *xdlg;
assert(dlg);
xdlg=GWEN_INHERIT_GETDATA(GWEN_DIALOG, AB_CSV_EDIT_PROFILE_DIALOG, dlg);
assert(xdlg);
if (strcasecmp(sender, "ignoreLinesSpin")==0 ||
strcasecmp(sender, "delimiterCombo")==0 ||
strcasecmp(sender, "headerCheck")==0 ||
strcasecmp(sender, "quoteCheck")==0) {
if (xdlg->testFileName)
readTestData(dlg);
}
return GWEN_DialogEvent_ResultHandled;
}
int main(int argc, char** argv)
{
loadConfig(CONFIG_FILE);
if (!hasSimMatrix)
{
readData(&A, nMovies, nUsers, trainSet);
#ifdef DEBUG
readArr(A, nMovies, nUsers);
#endif
omp_set_num_threads(MAX_THREAD);
/* CHUAN HOA */
printf("\n\nChuan hoa: ");
#pragma omp parallel for
for (int i=0; i<nMovies; i++)
{
float sum = 0; //Tong cac rating
int t = 0; //So rating
#pragma omp parallel for schedule(static, 3) reduction(+:sum)
for (int j=0; j<nUsers; j++)
{
if (A[i][j] != 0)
{
sum += A[i][j];
t++;
}
}
float rowMean = sum/t;
#pragma omp parallel for schedule(static, 3)
for (int j=0; j<nUsers; j++)
{
if (A[i][j] != 0)
A[i][j] -= rowMean;
}
printf("\n%d/%d", i, nMovies);
}
#ifdef DEBUG
puts("");
printf("\nSTANDARDIZED MARTRIX: \n");
readArr(A, nMovies, nUsers);
puts("");
#endif
/* TINH SIMILARY MATRIX */
printf("\n\nTinh sim: "); sim = calloc(nMovies, sizeof(float*));
for (int i=0; i<nMovies; i++)
sim[i] = calloc(nMovies, sizeof(float*));
#pragma omp parallel for schedule(static, 3)
for (int i=0; i<nMovies; i++)
{
#pragma omp parallel for schedule(static, 3)
for (int j=i+1; j<nMovies; j++)
{
sim[i][j] = cosine(A[i], A[j], nUsers);
}
printf("\n%d/%d: ", i, nMovies);
}
for (int i=0; i<nMovies; i++)
for (int j=0; j<=i; j++)
{
if (i == j)
sim[i][j] = 1;
else
sim[i][j] = sim[j][i];
}
writeDataToFile(sim, nMovies, nMovies, pathToSimMatrix);
freeArr(A, nMovies);
}
else
{
int tmp;
loadArrFromFile(&sim, &tmp, &tmp, pathToSimMatrix);
}
#ifdef DEBUG
puts("");
printf("\nSIMILARY MATRIX: \n");
readArr(sim, nMovies, nMovies);
puts("");
#endif
/* TINH RATING */
Rating *B;
int len;
readTestData(&B, &len, testSet);
readData(&A, nMovies, nUsers, trainSet);
float *AVG;
computeAvgRating(&AVG, A, nMovies, nUsers);
#pragma omp parallel for schedule(static, 3)
for (int i=0; i<len; i++)
{
ratePredict(&B[i], A, sim);
//Neu khong the du doan thi dua ve gia tri trung binh
if (B[i].P == 0)
B[i].P = AVG[B[i].uID];
}
writeResultToFile(B, len, "data/result.txt");
float T = 0;
float temp;
#pragma omp parallel for schedule(static, 3) reduction(+:T) private(temp)
for (int i=0; i<len; i++)
{
temp = B[i].R - B[i].P;
T += temp * temp;
}
printf("\n %f", sqrt(T/len));
#ifdef DEBUG
puts("");
printf("RESULT: ");
for (int i=0; i<len; i++)
{
printf("\nmID: %5d uID: %5d Real: %6.2fd Predict: %6.2f", B[i].mID, B[i].uID, B[i].R, B[i].P);
usleep(1000000);
}
puts("");
#endif
free(AVG);
freeArr(sim, nMovies);
free(B);
freeArr(A, nMovies);
puts("");
return 0;
}
void AB_CSV_EditProfileDialog_Init(GWEN_DIALOG *dlg)
{
AB_CSV_EDIT_PROFILE_DIALOG *xdlg;
int i;
const char *s;
GWEN_DB_NODE *dbPrefs;
assert(dlg);
xdlg=GWEN_INHERIT_GETDATA(GWEN_DIALOG, AB_CSV_EDIT_PROFILE_DIALOG, dlg);
assert(xdlg);
/* setup dialog size */
dbPrefs=GWEN_Dialog_GetPreferences(dlg);
/* read width */
i=GWEN_DB_GetIntValue(dbPrefs, "dialog_width", 0, -1);
if (i>=DIALOG_MINWIDTH)
GWEN_Dialog_SetIntProperty(dlg, "", GWEN_DialogProperty_Width, 0, i, 0);
/* read height */
i=GWEN_DB_GetIntValue(dbPrefs, "dialog_height", 0, -1);
if (i>=DIALOG_MINHEIGHT)
GWEN_Dialog_SetIntProperty(dlg, "", GWEN_DialogProperty_Height, 0, i, 0);
GWEN_Dialog_SetCharProperty(dlg,
"",
GWEN_DialogProperty_Title,
0,
I18N("Edit CSV Profile"),
0);
/* setup dialog widgets */
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "name", 0, NULL);
if (s && *s)
GWEN_Dialog_SetCharProperty(dlg, "nameEdit", GWEN_DialogProperty_Value, 0, s, 0);
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "version", 0, NULL);
if (s && *s)
GWEN_Dialog_SetCharProperty(dlg, "versionEdit", GWEN_DialogProperty_Value, 0, s, 0);
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "shortDescr", 0, NULL);
if (s && *s)
GWEN_Dialog_SetCharProperty(dlg, "shortDescrEdit", GWEN_DialogProperty_Value, 0, s, 0);
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "longDescr", 0, NULL);
if (s && *s)
GWEN_Dialog_SetCharProperty(dlg, "longDescrEdit", GWEN_DialogProperty_Value, 0, s, 0);
i=GWEN_DB_GetIntValue(xdlg->dbProfile, "import", 0, 1);
GWEN_Dialog_SetIntProperty(dlg, "importCheck", GWEN_DialogProperty_Value, 0, i?1:0, 0);
i=GWEN_DB_GetIntValue(xdlg->dbProfile, "export", 0, 1);
GWEN_Dialog_SetIntProperty(dlg, "exportCheck", GWEN_DialogProperty_Value, 0, i?1:0, 0);
GWEN_Dialog_SetIntProperty(dlg, "ignoreLinesSpin", GWEN_DialogProperty_MinValue, 0, 0, 0);
GWEN_Dialog_SetIntProperty(dlg, "ignoreLinesSpin", GWEN_DialogProperty_MaxValue, 0, 1000, 0);
i=GWEN_DB_GetIntValue(xdlg->dbProfile, "params/ignoreLines", 0, 0);
GWEN_Dialog_SetIntProperty(dlg, "ignoreLinesSpin", GWEN_DialogProperty_Value, 0, i, 0);
i=GWEN_DB_GetIntValue(xdlg->dbProfile, "params/title", 0, 0);
GWEN_Dialog_SetIntProperty(dlg, "headerCheck", GWEN_DialogProperty_Value, 0, i?1:0, 0);
i=GWEN_DB_GetIntValue(xdlg->dbProfile, "params/quote", 0, 1);
GWEN_Dialog_SetIntProperty(dlg, "quoteCheck", GWEN_DialogProperty_Value, 0, i?1:0, 0);
/* setup delimiter combo box */
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "params/delimiter", 0, NULL);
setUpComboFromDoubleStrings(dlg, "delimiterCombo", csv_delimiters, s);
/* setup subject combo box */
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "subject", 0, NULL);
setUpComboFromDoubleStrings(dlg, "subjectCombo", csv_subjects, s);
/* setup date format combo box */
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "dateFormat", 0, NULL);
setUpComboFromSingleStrings(dlg, "dateFormatCombo", csv_dateFormats, s);
/* setup amount format combo box */
s=GWEN_DB_GetCharValue(xdlg->dbProfile, "valueFormat", 0, NULL);
setUpComboFromDoubleStrings(dlg, "amountFormatCombo", csv_amountFormats, s);
/* setup columns page */
for (i=0; i<DIALOG_MAX_COLUMNS; i++) {
char varName[32];
char comboName[32];
char editName[32];
snprintf(varName, sizeof(varName)-1, "params/columns/%d", i+1);
snprintf(comboName, sizeof(comboName)-1, "col%dCombo", i+1);
snprintf(editName, sizeof(editName)-1, "col%dDataEdit", i+1);
s=GWEN_DB_GetCharValue(xdlg->dbProfile, varName, 0, NULL);
setUpComboFromDoubleStrings(dlg, comboName, csv_columns, s);
}
if (xdlg->testFileName)
readTestData(dlg);
}
