void analyze_combined()
{
try
{
TheSys.showError("=================================");
string fileName = DateTime.Now.ToString("MMdd_HHmmss");
string path_saveFolder = path_root + "Combine " + fileName + (" (FS)");
//
double partition_range = TheTool.getDouble(txtPartitionRange);
path_saveFolder += "(p=" + partition_range + ")";
//
TheTool.Folder_CreateIfMissing(path_saveFolder); path_saveFolder = path_saveFolder + @"\";
//-----------------
motionModel_reset();
summary_total.Clear();
summary_total.Add(fileName + " Combination");
if (checkSegment.IsChecked == false)
{
string path_raw_centered = path_saveFolder + "Combine " + fileName + " (center" + TheUKI.getCenterTechqName(centerTechnique) + ").csv";
List <UKI_DataRaw> list_raw_concat = new List <UKI_DataRaw>();
foreach (Instance inst in container.list_inst)
{
list_raw_concat.AddRange(inst.getDataRaw(true));
summary_total.Add("- " + inst.name);
}
//----- Load Data >> Build Centered Data ---------------------------------------
DataTable dt_raw_center = UKI_ThePreprocessor.getDatatable_centered(list_raw_concat, checkExtraFeature.IsChecked.Value);//raw
TheTool.export_dataTable_to_CSV(path_raw_centered, dt_raw_center);
//----- Process ---------------------------------------
//DataTable dt_raw = CSVReader.ReadCSVFile(path_raw_centered, true);//raw
//
DataTable dt_threshold_pose1 = dt_raw_center.Clone();
dt_threshold_pose1.Rows.Add(dt_raw_center.Rows[0].ItemArray);
DataTable dt_threshold_pose2 = dt_raw_center.Clone();
dt_threshold_pose2.Rows.Add(dt_raw_center.Rows[dt_raw_center.Rows.Count - 1].ItemArray);
analyze_Table(dt_raw_center, path_saveFolder, dt_threshold_pose1, dt_threshold_pose2);
motionModel_exportAll(path_saveFolder, "");
motionModel_evaluationAll();
TheSys.showError(summary_total);
TheTool.exportFile(summary_total, path_saveFolder + "result (combined).txt", false);
}
else
{
//Assumption: all given Instance has same class
List <DataTable> dt_centered_concat_list = new List <DataTable>();
List <DataTable> dt_threshold = new List <DataTable>();
UKI_ThePreprocessor.preprocess_CombinedSegmented(container.list_inst, checkExtraFeature.IsChecked.Value, ref dt_centered_concat_list, ref dt_threshold);
//-----
summary_total.AddRange(UKI_ThePreprocessor.temp_summary);
int[] mode = UKI_ThePreprocessor.temp_mode;
int p_key = 0;
foreach (DataTable dt_1pose in dt_centered_concat_list)
{
//1 Posture of Motion
int p_id = p_key + 1;
string subFolder = "Pose " + p_id;
string path_saveFolder_sub = path_saveFolder + @"\" + subFolder;
TheTool.Folder_CreateIfMissing(path_saveFolder_sub);
path_saveFolder_sub += @"\";
string path_raw_centered = path_saveFolder_sub + " Combine " + fileName + " (center" + TheUKI.getCenterTechqName(centerTechnique) + ").csv";
TheTool.export_dataTable_to_CSV(path_raw_centered, dt_1pose);
//----------
summary_total.Add("");
summary_total.Add("Pose" + p_id + ":");
foreach (Instance inst in container.list_inst)
{
if (inst.keyPose.Count() == mode[0])
{
summary_total.Add("- " + inst.keyPose[p_key][0]
+ "-" + inst.keyPose[p_key][1]
+ " of " + inst.name);
}
}
analyze_Table(dt_1pose, path_saveFolder_sub, dt_threshold[0], dt_threshold[p_id]);
p_key++;
}
motionModel_exportAll(path_saveFolder, " (segmented combined)");
motionModel_evaluationAll();
summary_total.Add("");
//
List <string> threshold_data = TheTool.dataTable_CombineShuffle_getListString(dt_threshold);
TheTool.exportFile(threshold_data, path_saveFolder + "threshold.csv", false);
//
TheTool.exportFile(summary_total, path_saveFolder + "result (segmented combined).txt", false);
TheSys.showError(summary_total);
}
}
catch (Exception ex)
{
TheSys.showError("Combined Analysis : " + ex.ToString());
}
}
//INPUT = All , Output = All
void analyze_1By1()
{
foreach (Instance inst in container.list_inst)
{
//Per File (1 Whole Motion)
try
{
TheSys.showError("=================================");
string fileName = TheTool.getFileName_byPath(inst.path);
string path_saveFolder = path_root + fileName + (" (FS)");
TheTool.Folder_CreateIfMissing(path_saveFolder); path_saveFolder = path_saveFolder + @"\";
string path_raw_centered = path_saveFolder + fileName + " (center" + TheUKI.getCenterTechqName(centerTechnique) + ").csv";
//-----------------
motionModel_reset();
//----- Load Data >> Build Centered Data ---------------------------------------
DataTable dt_raw_center = UKI_ThePreprocessor.getDatatable_centered(inst.getDataRaw(checkExtraFeature.IsChecked.Value), checkExtraFeature.IsChecked.Value);//raw
//----- Process ---------------------------------------
TheTool.export_dataTable_to_CSV(path_raw_centered, dt_raw_center);
summary_total.Clear();
summary_total.Add(fileName);
if (checkSegment.IsChecked == false)
{
DataTable dt_threshold_pose1 = dt_raw_center.Clone();
dt_threshold_pose1.Rows.Add(dt_raw_center.Rows[0].ItemArray);
DataTable dt_threshold_pose2 = dt_raw_center.Clone();
dt_threshold_pose2.Rows.Add(dt_raw_center.Rows[dt_raw_center.Rows.Count - 1].ItemArray);
analyze_Table(dt_raw_center, path_saveFolder, dt_threshold_pose1, dt_threshold_pose2);
motionModel_exportAll(path_saveFolder, "");
motionModel_evaluationAll();
summary_total.Add("");
TheSys.showError(summary_total);
TheTool.exportFile(summary_total, path_saveFolder + "result.txt", false);
}
else
{
int pose_number = 0;
List <int[]> key_pose = inst.getKeyPose();
summary_total.Add((key_pose.Count - 1) + " Key Postures");
List <DataTable> dt_1pose_list = TheTool.dataTable_split(dt_raw_center, key_pose);
DataTable dt_threshold_pose1 = dt_raw_center.Clone();
dt_threshold_pose1.Rows.Add(dt_1pose_list.First().Rows[0].ItemArray);
foreach (DataTable dt_1pose in dt_1pose_list)
{
DataTable dt_threshold_pose2 = dt_raw_center.Clone();
dt_threshold_pose2.Rows.Add(dt_1pose.Rows[dt_1pose.Rows.Count - 1].ItemArray);
int p_id = pose_number + 1;
int start = inst.keyPose[pose_number][0];
int end = inst.keyPose[pose_number][1];
string txt1 = "Pose" + p_id + ": " + start + "-" + end;
summary_total.Add("");
summary_total.Add(txt1);
//
string subFolder = "Pose" + p_id + " (" + start + "-" + end + ")";
string path_saveFolder_sub = path_saveFolder + subFolder;
TheTool.Folder_CreateIfMissing(path_saveFolder_sub);
path_saveFolder_sub = path_saveFolder_sub + @"\";
//TheTool.export_dataTable_to_CSV(path_saveFolder_sub + "data.csv", dt);
analyze_Table(dt_1pose, path_saveFolder_sub, dt_threshold_pose1, dt_threshold_pose2);
pose_number++;
}
motionModel_exportAll(path_saveFolder, " (segmented)");
motionModel_evaluationAll();
summary_total.Add("");
TheSys.showError(summary_total);
TheTool.exportFile(summary_total, path_saveFolder + "result (segmented).txt", false);
}
}
catch (Exception ex) { TheSys.showError(inst.path + " : " + ex.ToString()); }
}
}