int Ptron_clean( int argc, char** argv, ostream& errMsg){
errMsg << "Clean file\n";
//errMsg << "[mode]: training(0), testing(1), both(2), Anomaly Detection(3), Error-D(4), Error-DaM(5)\n";
//errMsg << "[norm]: unnormalized(0)/normalized(1) data\n";
errMsg << "[datafile]: Name of file containing data. \n";
errMsg << "[tilt_time] : (0) Do NOT use tilted time (1) use tilted time.\n";
errMsg << "[nvar]: Number of variables in datafile. \n";
errMsg << "[tgtIdx]: Column of target variable (first column = 0).\n";
errMsg << "[delay1]: delay before starting time-series of first variable\n";
errMsg << "[nlag1]: number of lags to compose the time-series of the first variable from\n";
errMsg << "[delay2]: delay before starting time-series of secon variable\n";
errMsg << "[nlag2]: number of lags to compose the time-series of the second variable from\n";
errMsg << "\n\n\n";
if ( argc != 9+2*(atoi(argv[7])) ) return(0);
//
string prefix = argv[2];
cout << "# I/O prefix: " << prefix << endl;
//
int norm = atoi(argv[4]);
cout << "# Using normalized params: " << norm << endl;
if( norm!=0 && norm!=1 ){
errMsg << "Error: Invalid variable [norm]\n";
return(0);
}
//
cout << "# Inputfile is: " << argv[5] << endl;
ifstream ifile( argv[5] );
if( !ifile ) {
cerr << "ERROR: cannot open \"" << argv[5] << "\"... aborting\n";
return( 0 );
}
//
int mitigation;
if( atoi( argv[3] ) == 6 ) mitigation=0;
if( atoi( argv[3] ) == 7 ) mitigation=1;
if( mitigation == 0 ) cout << "# Excising anomalies.\n";
if( mitigation == 1 ) cout << "# Correcting anomalies.\n";
int tilt_time = atoi( argv[6] );
if( tilt_time == 0 ) cout << "# Using linear time window.\n";
if( tilt_time == 1 ) cout << "# Using tilted time window\n";
//
int nvar = atoi(argv[7]);
cout << "# nvar is: " << nvar << endl;
//
int tgtIdx = atoi(argv[8]);
cout << "# Target index is: " << tgtIdx << endl;
if( tgtIdx > nvar-1 ){
errMsg << "ERROR: Invalid target index\n";
return( 0 );
}
//
vector<int> delay(nvar);
vector<int> nlags(nvar);
cout << "# ( delay , lag )\n";
for(int i=0; i< nvar; i++){
int argvIdx = 9+2*i;
delay[i] = atoi(argv[argvIdx]);
nlags[i] = atoi(argv[argvIdx+1]);
if( i==tgtIdx && delay[i] <= 0){
delay[i]==1;
}
cout << "# ( " << delay[i] << "," << nlags[i] << " )" << endl;
}
int nAtt = 0;
for( int i=0; i< nvar; i++){
nAtt += nlags[i];
}
//
cout << "# Reading Data" << endl;
vector< ts_record > Records;
if( GetRecords( ifile, Records ) != 1 ){
errMsg << "ERROR: could not read records from " << argv[5] << "... aborting.\n";
return( 0 );
}
ifile.close();
cout << "# Read " << Records.size() << " records\n";
//
vector< vector< float > > normParam;
string npfile = prefix + "-norm_param.dat";
GetNormParam( npfile, normParam );
//
string pfile_name = prefix + "-ptron_predictor.out";
adet_ptron model( pfile_name );
//
int last_written_idx = 0;
bool write = false;
int inc = 30;
int timer=-2;
int ErrCnt = 0;
int ExampCnt = 0;
timestamp lastOutput;
for( int i=0; i < Records.size(); i++ ){
ts_record newEx;
int secDiff;
if( i==0) lastOutput = Records[i].TS();
// if record can be cleaned -- do so
if( MakeLinearTimeExample( Records, i, tgtIdx-1, delay, nlags, newEx) == 1 ){
//
//vector< float > Example = newEx.Data();
if( norm == 1 ) NormalizeExample( newEx.Data(), normParam );
//
vector< float > result = model.TestHelper( newEx.Data() );
//
if( norm == 1 ) UnnormalizeResult( result, normParam );
//
ExampCnt++;
ts_record outputVal( Records[i] );
if( result[4] == 0 ){
ErrCnt++;
Records[i].Data()[tgtIdx-1] = result[2];
if( mitigation==1 ){
outputVal.Data()[tgtIdx-1] = result[2];
}
else{
outputVal.Data()[tgtIdx-1] = outputVal.NAFlag();
}
}
outputVal.PrintCSV(1, cout );
}
// otherwise just leave record uncleaned
else{
Records[i].PrintCSV(1, cout );
}
}
cout << "# Number of Examples: " << ExampCnt << endl;
cout << "# Number of Errors: " << ErrCnt << endl;
return( 1 );
}
//セルデータの出力
void outputdata(void)
{
FILE *fp;
wchar_t buf[1024];
// ファイルのオープン
fopen_s(&fp, output_filename.c_str(), "w,ccs=UTF-8");
if (fp == NULL)
{
//エラー
printf("file open error!!\n");
err = true;
}
if (err == false)
{
//ロケール指定
setlocale(LC_ALL, "japanese");
//ヘッダ出力
fputws(_T("<?xml version=\"1.0\" encoding=\"utf-8\"?>\n"), fp);
fputws(_T("<ssbx version=\"1.0\">\n"), fp);
{
//アニメーション情報
wchar_t name[256];
size_t wLen = 0;
mbstowcs_s(&wLen, name, 256, ssbp_name.c_str(), _TRUNCATE);
swprintf_s(buf, 1024, _T(" <name>%s</name>\n"), name);
fputws(buf, fp);
{
//セル情報
fputws(_T(" <textures>\n"), fp);
int i = 0;
for (i = 0; i < TEXDATA_MAX; i++)
{
if (texdata[i].id == -1)
{
break; //データ終わり
}
wchar_t name[256];
size_t wLen = 0;
mbstowcs_s(&wLen, name, 256, texdata[i].name.c_str(), _TRUNCATE);
swprintf_s(buf, 1024, _T(" <texture id=\"%d\" name=\"%s\" />\n"), texdata[i].id, name);
fputws(buf, fp);
}
fputws(_T(" </textures>\n"), fp);
}
}
ss::ResourceSet* rs = resman->getData(ssbp_name);
for (std::map<std::string, ss::AnimeRef*>::iterator itpairstri = rs->animeCache->_dic.begin(); itpairstri != rs->animeCache->_dic.end(); itpairstri++)
{
// イテレータは pair<const string, int> 型なので、
std::string strKey = itpairstri->first; // イテレータからキーが得られる。
if (strKey.find("/") == std::string::npos) //ssae名が含まれていない場合はスキップ
{
continue;
}
//再生するモーションを設定
ssplayer->play(strKey); // アニメーション名を指定(ssae名/アニメーション名も可能、詳しくは後述)
ssplayer->pause();
fputws(_T(" <motion>\n"), fp);
{
//モーション情報
wchar_t name[256];
size_t wLen = 0;
mbstowcs_s(&wLen, name, 256, strKey.c_str(), _TRUNCATE);
swprintf_s(buf, 1024, _T(" <name>%s</name>\n"), name);
fputws(buf, fp);
swprintf_s(buf, 1024, _T(" <fps>%d</fps>\n"), ssplayer->getFPS());
fputws(buf, fp);
swprintf_s(buf, 1024, _T(" <maxframe>%d</maxframe>\n"), ssplayer->getMaxFrame());
fputws(buf, fp);
}
{
//フレームデータ
fputws(_T(" <framedata>\n"), fp);
int maxframe = ssplayer->getMaxFrame();
int i;
for (i = 0; i < maxframe; i++)
{
swprintf_s(buf, 1024, _T(" <frame time=\"%d\">\n"), i);
fputws(buf, fp);
ssplayer->setFrameNo(i);
ssplayer->update(0);
partdata_index = 0; //パーツインデックスの初期化
int idx = 0;
for (idx = 0; idx < PARTDATA_MAX; idx++ )
{
partdata[idx].texture = -2; //データなし
}
ssplayer->draw(); //パーツステータスの取得
//データ書き出し
idx = 0;
while (1)
{
if ( partdata[idx].texture == -2 )
{
//データ終了
break;
}
//パーツステートを書き出す
fputws(_T(" <partdata"), fp);
{
wchar_t name[256];
size_t wLen = 0;
mbstowcs_s(&wLen, name, 256, partdata[idx].name.c_str(), _TRUNCATE);
swprintf_s(buf, 1024, _T(" NAME=\"%s\""), name);
fputws(buf, fp);
}
// if (partdata[idx].x != 0.0f )
{
fputws(_T(" X="), fp);
outputVal(fp, partdata[idx].x);
}
// if (partdata[idx].y != 0.0f)
{
fputws(_T(" Y="), fp);
outputVal(fp, partdata[idx].y);
}
// if (partdata[idx].rotationZ != 0.0f)
{
fputws(_T(" ROTZ="), fp);
outputVal(fp, partdata[idx].rotationZ);
}
// if (partdata[idx].scaleX != 0.0f)
{
fputws(_T(" SCLX="), fp);
outputVal(fp, partdata[idx].scaleX);
}
// if (partdata[idx].scaleY != 0.0f)
{
fputws(_T(" SCLY="), fp);
outputVal(fp, partdata[idx].scaleY);
}
// if (partdata[idx].opacity != 0)
{
fputws(_T(" ALPH="), fp);
outputVal(fp, partdata[idx].opacity);
}
// if (partdata[idx].size_X != 0.0f)
{
fputws(_T(" SIZX="), fp);
outputVal(fp, partdata[idx].size_X);
}
// if (partdata[idx].size_Y != 0.0f)
{
fputws(_T(" SIZY="), fp);
outputVal(fp, partdata[idx].size_Y);
}
// if (partdata[idx].boundingRadius != 0.0f)
{
fputws(_T(" BORA="), fp);
outputVal(fp, partdata[idx].boundingRadius);
}
/*
swprintf_s(buf, 1024, _T(" colorBlendFunc=\"%d\""), partdata[idx].colorBlendFunc);
fputws(buf, fp);
swprintf_s(buf, 1024, _T(" colorBlendType=\"%d\""), partdata[idx].colorBlendType);
fputws(buf, fp);
*/
// if (partdata[idx].flipX != 0)
{
fputws(_T(" FLPX="), fp);
outputVal(fp, partdata[idx].flipX);
}
// if (partdata[idx].flipY != 0)
{
fputws(_T(" FLPY="), fp);
outputVal(fp, partdata[idx].flipY);
}
fputws(_T(" TXID="), fp);
outputVal(fp, partdata[idx].texture);
fputws(_T(" RECX="), fp);
outputVal(fp, partdata[idx].rect.x);
fputws(_T(" RECY="), fp);
outputVal(fp, partdata[idx].rect.y);
fputws(_T(" RECW="), fp);
outputVal(fp, partdata[idx].rect.w);
fputws(_T(" RECH="), fp);
outputVal(fp, partdata[idx].rect.h);
// if (partdata[idx].blendfunc != 0)
{
fputws(_T(" BLED="), fp);
outputVal(fp, partdata[idx].blendfunc);
}
fputws(_T(" />\n"), fp);
idx++;
}
fputws(_T(" </frame>\n"), fp);
}
fputws(_T(" </framedata>\n"), fp);
}
fputws(_T(" </motion>\n"), fp);
}
//フッダ出力
fputws(_T("</ssbx>\n"), fp);
fputws(_T("\n"), fp);
}
fclose(fp); //ファイルのクローズ
}
