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Form1.cs
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Form1.cs
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using Cudafy;
using Cudafy.Host;
using Cudafy.Translator;
using Newtonsoft.Json;
using Newtonsoft.Json.Linq;
using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Diagnostics;
using System.Drawing;
using System.IO;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Windows.Forms;
using System.Threading;
using unvell.ReoGrid;
using unvell.ReoGrid.CellTypes;
using unvell.ReoGrid.DataFormat;
using unvell.ReoGrid.Events;
using MathNet.Numerics.Statistics;
namespace ParallelSPSS
{
public partial class Form1 : Form
{
public string[,] DataView = new string[10000, 13];
public string[,] VariableView = new string[100, 100];
public Form1()
{
InitializeComponent();
//List<ValueCoding> tempValueCoding = new List<ValueCoding>();
//for (int j = 0; j < 10; j++)
// tempValueCoding.Add(new ValueCoding { label = "coba " + j, value = j * j / 2 });
//for (int i=0;i<10;i++)
//{
// if (i > 2)
// tempValueCoding = null;
// Data.variableView.Add(new VariableView { nama="coba "+i,type="int",width=3,valueCoding=tempValueCoding ,Decimal=i^2 });
//}
for (int i = 0; i < 100; i++)
{
int j = i + 1;
Data.variableView.Add(new VariableView { nama = "VAR00"+j, type = "Numeric", label = "" });
}
init();
}
private void init()
{
var sheet = reoGridControl2.CurrentWorksheet;
sheet.CellMouseDown += sheet_CellMouseDown;
sheet.SelectionRangeChanged += sheet_SelectionRangeChanged;
sheet.FocusPosChanged += sheet_FocusPosChanged;
var sheet2 = reoGridControl3.CurrentWorksheet;
sheet2.Rows = 100;
ButtonCell button = new ButtonCell();
button.Click += Button_Click;
for (int i = 0; i < 100; i++)
{ if(sheet.ColumnHeaders[i]!=null)
sheet.ColumnHeaders[i].Text = "VAR";
button = new ButtonCell();
button.Click += Button_Click;
sheet2[i, 4] = button;
sheet2[i, 4] = "...";
button = new ButtonCell();
button.Click += Missing_Click;
sheet2[i, 3] = button;
sheet2[i, 3] = "...";
Data.variableView[i].missing = new List<string>();
Data.variableView[i].missingRange = new List<string>();
}
sheet.CellMouseDown += columnKeyDown;
sheet.CellDataChanged += Sheet_CellDataChanged;
sheet2.CellDataChanged += Sheet2_CellDataChanged1;
sheet2.SetCols(5);
sheet2.ColumnHeaders[0].Text = "Name";
sheet2.ColumnHeaders[1].Text = "Type";
sheet2.ColumnHeaders[2].Text = "Label";
sheet2.ColumnHeaders[3].Text = "Missing";
sheet2.ColumnHeaders[4].Text = "Values";
for(int i=0;i<Data.variableView.Count()-100;i++)
{
sheet2[i, 0] = Data.variableView[i].nama;
sheet2[i, 1] = Data.variableView[i].type;
sheet2[i, 2] = Data.variableView[i].label;
// sheet2[i, 3] = Data.variableView[i].Decimal;
sheet.ColumnHeaders[i].Text = Data.variableView[i].nama;
}
// sheet.ColumnHeaders[1].DefaultCellBody = typeof(unvell.ReoGrid.CellTypes.RadioButtonGroup);
sheet2.CellDataChanged += Sheet2_CellDataChanged;
sheet2.CellMouseDown += Sheet2_CellMouseDown;
sheet2.SelectionRangeChanged += sheet2_SelectionRangeChanged;
// sheet.SetRangeDataFormat(ReoGridRange.EntireRange, CellDataFormatFlag.Number,
// new NumberDataFormatter.NumberFormatArgs()
//{
// // decimal digit places 0.1234
// DecimalPlaces = 4,
// // negative number style: (123)
// NegativeStyle = NumberDataFormatter.NumberNegativeStyle.RedBrackets,
// // use separator: 123,456
// UseSeparator = true,
//});
}
private void Missing_Click(object sender, EventArgs e)
{
Form dlg1 = new MissingForm();
DialogResult dr = new DialogResult();
dr = dlg1.ShowDialog();
if (dr == DialogResult.OK)
{
MessageBox.Show("Data Saved");
}
else
{
dlg1.Close();
}
}
void sheet_FocusPosChanged(object sender, CellPosEventArgs e)
{
var sheet = reoGridControl2.CurrentWorksheet;
if (sheet[e.Position] != null)
textBox1.Text = sheet[e.Position].ToString();
else
textBox1.Text = "";
string temp = sheet.ColumnHeaders[e.Position.Col].Text;
if (temp == "VAR")
temp = "";
label1.Text = e.Position.Row + 1 + " : " + temp;
if (sheet[e.Position] != null)
textBox1.Text = sheet[e.Position].ToString();
else
textBox1.Text = "";
}
void sheet2_SelectionRangeChanged(object sender, RangeEventArgs e)
{
var sheet = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
if (e.Range.Cols == sheet2.ColumnCount)
{
// MessageBox.Show("Selection changed: " + args.Range.ToAddress());
tabControl1.SelectedIndex = 0;
sheet.FocusPos = new unvell.ReoGrid.ReoGridPos(0, e.Range.Row);
}
}
private void Sheet2_CellDataChanged1(object sender, CellEventArgs e)
{
var sheet2 = reoGridControl3.CurrentWorksheet;
sheet2.CellDataChanged -= Sheet2_CellDataChanged1;
for (int i = 0; i < e.Cell.Position.Row+1 ; i++)
for (int j = 0; j < 3; j++)
if (sheet2[i, j] == null || sheet2[i, j] == "")
if (j == 0)
sheet2[i, j] = Data.variableView[i].nama;
else if (j == 1)
sheet2[i, j] = Data.variableView[i].type;
else if (j == 2)
sheet2[i, j] = Data.variableView[i].label;
//else if (j == 3)
// sheet2[i, j] = Data.variableView[i].Missing;
Data.variableView[e.Cell.Position.Row].nama = sheet2[e.Cell.Position.Row, 0].ToString();
Data.variableView[e.Cell.Position.Row].type = sheet2[e.Cell.Position.Row, 1].ToString();
Data.variableView[e.Cell.Position.Row].label = sheet2[e.Cell.Position.Row, 2].ToString();
sheet2.CellDataChanged += Sheet2_CellDataChanged1;
// Data.variableView[e.Cell.Position.Row].Decimal = sheet2[e.Cell.Position.Row, 3].ToString();
}
private void Sheet2_CellMouseDown(object sender, CellMouseEventArgs e)
{
Data.indexRow = e.CellPosition.Row;
}
private void Form1_Resize(object sender, EventArgs e)
{
Control control = (Control)sender;
Size newSize = new Size(control.Size.Width -20, control.Size.Height - 70);
reoGridControl2.Size = newSize;
reoGridControl3.Size = newSize;
tabControl1.Size = new Size(newSize.Width+5,newSize.Height+5);
}
private void Button_Click(object sender, EventArgs e)
{
var sheet2 = reoGridControl3.CurrentWorksheet;
// Data.indexRow = sheet2.GetRowHeader
Form dlg1 = new Form();
DialogResult dr = new DialogResult();
dlg1 = new FormValue();
dr = dlg1.ShowDialog();
if (dr == DialogResult.OK)
{
MessageBox.Show("Data Saved");
// Data.variableView[Data.indexRow].valueCoding = FormValue.tempValueCoding;
}
else
{
// FormValue.tempValueCoding.Clear();
dlg1.Close();
}
// else if (dr == DialogResult.Cancel)
// MessageBox.Show("User clicked Cancel button");
}
private void Sheet2_CellDataChanged(object sender, CellEventArgs e)
{
if(e.Cell.Position.Col==0 && e.Cell.Data!=null)
{
var sheet = reoGridControl2.CurrentWorksheet;
sheet.ColumnHeaders[e.Cell.Position.Row].Text = e.Cell.Data.ToString();
}
if(e.Cell.Position.Col==1 && e.Cell.Data!=null)
{
//var sheet = reoGridControl2.CurrentWorksheet;
// sheet.ColumnHeaders[e.Cell.Position.Row].DefaultCellBody = typeof(unvell.ReoGrid.CellTypes.);
}
if (e.Cell.Position.Col == 2 && e.Cell.Data != null)
{
//var sheet = reoGridControl2.CurrentWorksheet;
//sheet.SetColumnsWidth(Data.indexRow, 1, (ushort)Data.variableView[2].label);
}
}
private void Sheet_CellDataChanged(object sender, CellEventArgs e)
{
if (e.Cell.Data != null)
{
var sheet2 = reoGridControl3.CurrentWorksheet;
if ( sheet2[e.Cell.Column,1]== "Numeric" && !IsDigitsOnly(e.Cell.Data.ToString())
|| sheet2[e.Cell.Column, 1] == "String" && IsDigitsOnly(e.Cell.Data.ToString()))
{
var sheet = reoGridControl2.CurrentWorksheet;
sheet[e.Cell.Position] = null;
textBox1.Text = "";
}
if (e.Cell.Data != null)
textBox1.Text = e.Cell.Data.ToString();
}
}
bool onTextboxFocus = false;
void sheet_CellMouseDown(object sender, CellMouseEventArgs e)
{
var sheet = reoGridControl2.CurrentWorksheet;
string temp = sheet.ColumnHeaders[e.CellPosition.Col].Text;
if (temp == "VAR")
temp = "";
label1.Text = e.CellPosition.Row+1 + " : " + temp ;
if (e.Cell != null && e.Cell.Data!=null)
textBox1.Text = e.Cell.Data.ToString();
else
textBox1.Text = "";
if (e.CellPosition.Row == sheet.RowCount-1)
sheet.InsertRows(sheet.RowCount-1, 100);
onTextboxFocus = false;
}
void sheet_SelectionRangeChanged(object sender, RangeEventArgs args)
{
var sheet = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
if (args.Range.Rows == sheet.RowCount)
{
// MessageBox.Show("Selection changed: " + args.Range.ToAddress());
tabControl1.SelectedIndex = 1;
sheet2.FocusPos = new unvell.ReoGrid.ReoGridPos(args.Range.Col, 0);
}
}
void columnKeyDown(object sender, CellMouseEventArgs e)
{
}
private void Form1_Load(object sender, EventArgs e)
{
}
private void dataGridView1_CellContentClick(object sender, DataGridViewCellEventArgs e)
{
}
private void comboBox1_SelectedIndexChanged(object sender, EventArgs e)
{
}
private void toolStripMenuItem2_Click(object sender, EventArgs e)
{
}
private void tabPage1_Click(object sender, EventArgs e)
{
}
private void toolStripMenuItem3_Click(object sender, EventArgs e)
{
OpenFileDialog dlg = new OpenFileDialog();
dlg.DefaultExt = ".sp";
dlg.Filter = "SPSS Parallel format(*.sp)|*.sp";
// Process open file dialog box results
if (dlg.ShowDialog()==DialogResult.OK)
{
// Open document
if (File.Exists(dlg.FileName)) {
try
{
// reoGridControl2.Load(dlg.FileName);
string json = File.ReadAllText(dlg.FileName);
JToken obj = JToken.Parse(json);
JToken temp = obj["Data"];
string temp2 = temp[0]["DataView"].ToString();
string temp3 = temp[1]["VariableView"].ToString();
var sheet1 = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
// DataView = =temp2.Select(jv => (string)jv).ToArray();
DataView = JsonConvert.DeserializeObject<string[,]>(temp2);
Data.variableView = JsonConvert.DeserializeObject<List<VariableView>>(temp3);
sheet1.AppendRows(DataView.GetLength(0) - 200);
// Debug.Write(DataView.GetLength(0)+ " , "+ DataView.GetLength(1));
for (int i = 0; i < DataView.GetLength(0); i++)
for (int j = 0; j < DataView.GetLength(1); j++)
sheet1[i,j] = DataView[i,j];
//for (int x = 0; x < Data.variableView.GetLength(0); x++)
// for (int y = 0; y < VariableView.GetLength(1); y++)
// sheet2[x, y] = VariableView[x, y];
int y = 0;
for(int x=0;x<Data.variableView.Count;x++)
{
y = x + 1;
if (Data.variableView[x].nama != "VAR00" + y)
{
sheet2[x, 0] = Data.variableView[x].nama;
sheet2[x, 1] = Data.variableView[x].type;
sheet2[x, 2] = Data.variableView[x].label;
// sheet2[x, 3] = Data.variableView[x].missing;
}
}
filePath = dlg.FileName;
}
catch (Exception ex)
{
MessageBox.Show(this, "Loading error: " + ex.Message, "Error");
}
}
}
}
private void label1_Click(object sender, EventArgs e)
{
}
private void toolStripMenuItem6_Click(object sender, EventArgs e)
{
OpenFileDialog dlg = new OpenFileDialog();
dlg.DefaultExt = ".xlsx";
dlg.Filter = "Excel 2007 Document(*.xlsx)|*.xlsx";
int jumlahKolom=0;
// Process open file dialog box results
if (dlg.ShowDialog()==DialogResult.OK)
{
// Open document
try
{
reoGridControl2.Load(dlg.FileName);
var sheet1 = reoGridControl2.CurrentWorksheet;
for (int i = 0; i < sheet1.Columns; i++)
if (sheet1[0, i] != null && sheet1[0, i] != "")
{
sheet1.ColumnHeaders[i].Text = sheet1[0, i].ToString();
Data.variableView[i].nama = sheet1[0, i].ToString();
Data.variableView[i].label = sheet1[0, i].ToString();
jumlahKolom++;
}
// Debug.Write(jumlahKolom);
sheet1.DeleteRows(0,1);
}
catch (Exception ex)
{
MessageBox.Show(this, "Loading error: " + ex.Message, "Error");
}
var sheet = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
for (int j = 0; j < jumlahKolom; j++)
{
// int jumlahBaris = 0;
bool onlyNumber = true;
for (int i = 0; i < 10; i++)
if (sheet[i, j] != null && !IsDigitsOnly(sheet[i, j].ToString()))
{
onlyNumber = false;
// jumlahBaris++;
}
if (onlyNumber)
{
Data.variableView[j].type = "Numeric";
}
else
{
Data.variableView[j].type = "String";
}
sheet2.CellDataChanged -= Sheet2_CellDataChanged1;
sheet2.CellDataChanged -= Sheet2_CellDataChanged;
sheet2[j, 0] = Data.variableView[j].nama;
sheet2[j, 1] = Data.variableView[j].type;
sheet2[j, 2] = Data.variableView[j].label;
//sheet2[jumlahBaris, 3] = Data.variableView[j].type;
sheet2.CellDataChanged += Sheet2_CellDataChanged;
sheet2.CellDataChanged += Sheet2_CellDataChanged1;
sheet.CellMouseDown += columnKeyDown;
sheet.CellMouseDown += sheet_CellMouseDown;
sheet.SelectionRangeChanged += sheet_SelectionRangeChanged;
sheet2.SelectionRangeChanged += sheet2_SelectionRangeChanged;
sheet.FocusPosChanged += sheet_FocusPosChanged;
if (sheet.RowCount % 2 != 0)
sheet.AppendRows(1);
}
}
}
bool IsDigitsOnly(string str)
{
foreach (char c in str)
{
if (c.Equals('.'))
return true;
if (c < '0' || c > '9' )
return false;
}
return true;
}
private void toolStripMenuItem7_Click(object sender, EventArgs e)
{
SaveFileDialog dlg = new SaveFileDialog();
dlg.DefaultExt = ".xlsx";
dlg.Filter = "Excel 2007 Document|*.xlsx";
var sheet = reoGridControl2.CurrentWorksheet;
// Process open file dialog box results
if (dlg.ShowDialog() == DialogResult.OK)
{
// Open document
sheet.InsertRows(0, 1);
for (int i = 0; i < sheet.ColumnCount; i++)
sheet[0, i] = sheet.ColumnHeaders[i].Text;
reoGridControl2.Save(dlg.FileName);
// reoGridControl3.Save(dlg.FileName);
System.Diagnostics.Process.Start(dlg.FileName);
sheet.DeleteRows(0, 1);
}
}
private void analyzeToolStripMenuItem_Click(object sender, EventArgs e)
{
}
private void toolStripMenuItem8_Click(object sender, EventArgs e)
{
OpenFileDialog dlg = new OpenFileDialog();
dlg.DefaultExt = ".CSV";
dlg.Filter = "Comma Separated Value(*.CSV)|*.CSV";
int jumlahKolom = 0;
// Process open file dialog box results
if (dlg.ShowDialog() == DialogResult.OK)
{
// Open document
try
{
reoGridControl2.Load(dlg.FileName);
var sheet1 = reoGridControl2.CurrentWorksheet;
for (int i = 0; i < sheet1.Columns; i++)
if (sheet1[0, i] != null && sheet1[0, i] != "")
{
sheet1.ColumnHeaders[i].Text = sheet1[0, i].ToString();
Data.variableView[i].nama = sheet1[0, i].ToString();
Data.variableView[i].label = sheet1[0, i].ToString();
jumlahKolom++;
}
// Debug.Write(jumlahKolom);
sheet1.DeleteRows(0, 1);
}
catch (Exception ex)
{
MessageBox.Show(this, "Loading error: " + ex.Message, "Error");
}
var sheet = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
for (int j = 0; j < jumlahKolom; j++)
{
// int jumlahBaris = 0;
bool onlyNumber = true;
for (int i = 0; i < 10; i++)
if (sheet[i, j] != null && !IsDigitsOnly(sheet[i, j].ToString()))
{
onlyNumber = false;
// jumlahBaris++;
}
if (onlyNumber)
{
Data.variableView[j].type = "Numeric";
}
else
{
Data.variableView[j].type = "String";
}
sheet2.CellDataChanged -= Sheet2_CellDataChanged1;
sheet2.CellDataChanged -= Sheet2_CellDataChanged;
sheet2[j, 0] = Data.variableView[j].nama;
sheet2[j, 1] = Data.variableView[j].type;
sheet2[j, 2] = Data.variableView[j].label;
//sheet2[jumlahBaris, 3] = Data.variableView[j].type;
sheet2.CellDataChanged += Sheet2_CellDataChanged;
sheet2.CellDataChanged += Sheet2_CellDataChanged1;
sheet.CellMouseDown += columnKeyDown;
sheet.CellMouseDown += sheet_CellMouseDown;
sheet.SelectionRangeChanged += sheet_SelectionRangeChanged;
sheet2.SelectionRangeChanged += sheet2_SelectionRangeChanged;
sheet.FocusPosChanged += sheet_FocusPosChanged;
if (sheet.RowCount % 2 != 0)
sheet.AppendRows(1);
}
}
}
private void toolStripMenuItem9_Click(object sender, EventArgs e)
{
SaveFileDialog dlg = new SaveFileDialog();
dlg.DefaultExt = ".CSV";
dlg.Filter = "Comma Separated Value|*.CSV";
var sheet = reoGridControl2.CurrentWorksheet;
// Process open file dialog box results
if (dlg.ShowDialog() == DialogResult.OK)
{
// Open document
sheet.InsertRows(0, 1);
for (int i = 0; i < sheet.ColumnCount; i++)
sheet[0, i] = sheet.ColumnHeaders[i].Text;
// reoGridControl2.Save(dlg.FileName);
// reoGridControl3.Save(dlg.FileName);
// System.Diagnostics.Process.Start(dlg.FileName);
var worksheet = this.reoGridControl2.CurrentWorksheet;
worksheet.ExportAsCSV(dlg.FileName, 0, Encoding.Unicode);
sheet.DeleteRows(0, 1);
}
}
string filePath;
private async void toolStripMenuItem4_Click(object sender, EventArgs e)
{
//SaveFileDialog dlg = new SaveFileDialog();
//dlg.DefaultExt = ".rgf";
//dlg.Filter = "Reo Grid F|*.rgf";
//// Process open file dialog box results
//if (dlg.ShowDialog() == DialogResult.OK)
//{
// // Open document
// // reoGridControl2.Save(dlg.FileName);
// // reoGridControl3.Save(dlg.FileName);
// // System.Diagnostics.Process.Start(dlg.FileName);
// var worksheet = this.reoGridControl2.CurrentWorksheet;
// worksheet.Save(dlg.FileName);
//}
string json;
json = "{\"Data\":[{\"DataView\": ";
var sheet1 = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
for (int i = 0; i < sheet1.RowCount; i++)
for (int j = 0; j < sheet1.ColumnCount; j++)
if(sheet1[i, j]!=null)
DataView[i, j] = sheet1[i, j].ToString();
json += await JsonConvert.SerializeObjectAsync(DataView);
json += " }, {\"VariableView\": ";
for (int i = 0; i < sheet2.RowCount; i++)
for (int j = 0; j < sheet2.ColumnCount; j++)
if (sheet2[i, j] != null)
VariableView[i, j] = sheet2[i, j].ToString();
json += await JsonConvert.SerializeObjectAsync(Data.variableView);
json += " }]}";
//Debug.WriteLine(json);
if (filePath == null || filePath == "")
{
SaveFileDialog dlg = new SaveFileDialog();
dlg.DefaultExt = ".sp";
dlg.Filter = "SPSS Sistem Paralel|*.sp";
// Process open file dialog box results
if (dlg.ShowDialog() == DialogResult.OK)
{
filePath=dlg.FileName;
System.IO.File.WriteAllText(filePath, json);
}
}
else
System.IO.File.WriteAllText(filePath, json);
}
private void toolStripMenuItem1_Click(object sender, EventArgs e)
{
}
private static GPGPU _gpu;
public static List<double> results = new List<double>();
public static List<string> columnChoosen = new List<string>();
public static string judul;
private void modusToolStripMenuItem_Click(object sender, EventArgs e)
{
IDictionary<string, double> hasilmodus = new Dictionary<string, double>();
DialogResult dr = new DialogResult();
Form dlg1 = new AnalyzeForm();
dr = dlg1.ShowDialog();
for (int ix = 0; ix < Data.columnChoosen.Length;ix++ )
if(Data.columnChoosen[ix]!=-1)
columnChoosen.Add(Data.variableView[Data.columnChoosen[ix]].nama);
if (dr == DialogResult.OK)
{
for (int index = 0; index < Data.columnChoosen.Length;index++)
if (Data.columnChoosen[index] != -1)
{
int column = Data.columnChoosen[index];
string labelkolom = Data.variableView[Data.columnChoosen[index]].nama;
Console.WriteLine(column);
try
{
var sheet=reoGridControl2.CurrentWorksheet;
int N = sheet.RowCount;
Console.WriteLine(N);
double[] arrayIsi = new double[N];
for (int i = 0; i < N; i++) {
var isi = sheet.GetCell(i, column);
if (isi != null && isi.Data != null)
{
string s = isi.Data.ToString();
double bil;
try
{
bil = double.Parse(s);
}
catch (Exception c)
{
bil = 0;
}
arrayIsi[i] = bil;
/*
for (int ix = 0; ix < Data.variableView[column].missing.Count; ix++)
{
if(bil.ToString() != Data.variableView[column].missing[ix])
}*/
}
}
double temp, temp2;
IDictionary<double, int> zz = new Dictionary<double, int>();
for(int i = 0; i<arrayIsi.Length; i++) {
foreach (var terserah in Data.variableView[column].missing) // Missing Diskritisasi
{
if (terserah != arrayIsi[i].ToString())
if (zz.ContainsKey(arrayIsi[i]))
{
zz[arrayIsi[i]] = zz[arrayIsi[i]] + 1;
}
else
{
zz.Add(arrayIsi[i], 1);
}
//untuk mengeluarkan perhitungan frekuensi dari sebuah bilangan
}
if (Data.variableView[column].missingRange.Count > 0)
{
double.TryParse(Data.variableView[column].missingRange[0], out temp);
double.TryParse(Data.variableView[column].missingRange[1], out temp2);
if ( arrayIsi[i] < temp || arrayIsi[i] > temp2)
if (zz.ContainsKey(arrayIsi[i]))
{
zz[arrayIsi[i]] = zz[arrayIsi[i]] + 1;
}
else
{
zz.Add(arrayIsi[i], 1);
}
}
}
if (zz.Count == 0)
{
for (int i = 0; i < arrayIsi.Length; i++)
if (zz.ContainsKey(arrayIsi[i]))
{
zz[arrayIsi[i]] = zz[arrayIsi[i]] + 1;
}
else
{
zz.Add(arrayIsi[i], 1);
}
}
zz.Remove(0);
//Parallel Disini aja kali ya
//Menghitung Jumlah data dan dibagi 2 di masukan ke dalam thread
double mode = 0;
int ma = 0;
var sw = Stopwatch.StartNew();
foreach (KeyValuePair<double, int> pair in zz)
{
if (ma < pair.Value)
{
ma = pair.Value;
mode = pair.Key;
}
//Console.WriteLine("{0}, {1}", pair.Key, pair.Value);
Console.WriteLine("Sekuensial thread {0} nilainya {1}", Thread.CurrentThread.ManagedThreadId, pair);
}
Console.WriteLine("Nilai Modusnya adalah : {0}", mode);
Console.WriteLine("waktu seq: {0}", sw.Elapsed.TotalMilliseconds);
Console.WriteLine();
hasilmodus.Add(labelkolom, mode);
double labelparalel = 0;
float modusparalel = 0;
sw = Stopwatch.StartNew();
Parallel.ForEach(zz, isi =>
{
if (modusparalel < isi.Value)
{
modusparalel = isi.Value;
labelparalel = isi.Key;
}
Console.WriteLine("Paralel thread {0} nilainya {1}", Thread.CurrentThread.ManagedThreadId, isi);
});
results.Add(labelparalel);
Console.WriteLine("hasil modus paralel: {0}", labelparalel);
Console.WriteLine("Wktu parael: {0}", sw.Elapsed.TotalMilliseconds);
/*int jumlahData = arrayIsi.Length / 2;
double[] bagian_1 = new double[jumlahData];
double[] bagian_2 = new double[jumlahData];
double[] allocate = new double[jumlahData];
int counter = 0;
foreach (double data in arrayIsi)
{
if (counter <= jumlahData)
{
bagian_1[counter] = data;
}
else
{
bagian_2[counter] = data;
}
counter++;
}
double[] dev_a = _gpu.CopyToDevice(bagian_1);
double[] dev_b = _gpu.CopyToDevice(bagian_2);
double[] dev_c = _gpu.Allocate<double>(allocate);
while (jumlahData > 1) {
if (jumlahData % 2 == 0)
{
jumlahData = jumlahData / 2;
}
else {
jumlahData = (jumlahData + 1) / 2;
}
}
*/
//mode = zz.GroupBy(value => value.Value).OrderByDescending(group => group.Count()).First().First().Key;
//Console.WriteLine(mode);
//hasilmodus.Add(labelkolom, mode);
//Console.WriteLine("di atas ini");
/*
* hapus aja
int[] data = new int[10000000];
int[] K=new int[2500];
IDictionary<string, int> kamus = new Dictionary<string, int>();
kamus.Add("1", 13);
kamus.Add("2", 99999668);
int maxValue = 0;
for (int i = 0; i < sheet.RowCount;i++ )
{
data[i] = Convert.ToInt32(sheet[i,0]);
}
for (int x = 0; x < data.Length; x++)
{
//K[data[x]] = K[data[x]] + 1;
if(kamus.ContainsKey(data[x].ToString())) {
kamus[data[x].ToString()] = kamus[data[x].ToString()] + 1;
//kamus.Add(data[x].ToString(), kamus[data[x].ToString()] + 1);
} else {
//kamus[data[x].ToString()] = 1;
kamus.Add(data[x].ToString(), 1);
}
}
//Console.WriteLine(kamus.ToString());
foreach (int z in kamus.Values) {
//Console.WriteLine(z);
}
maxValue = kamus.Values.Max();
for (int y = 0; y < data.Length; y++)
{
if(data[y]>kamus[data[y].ToString()])
//(data[y]>K[data[y]])
{
maxValue=data[y];
//diubah
//maxValue = kamus[data[y]];
}
}
Debug.WriteLine(maxValue);
*/
}
catch (CudafyLanguageException cle)
{
}
catch (CudafyCompileException cce)
{
}
catch (CudafyHostException che)
{
Console.Write(che.Message);
}
}
DialogResult dialog = new DialogResult();
Form dialogResult = new ResultForm();
/*
foreach (KeyValuePair<string, double> pair in hasilmodus)
{
Console.WriteLine("Kolom {0} nilai modus {1}",
pair.Key,
pair.Value);
}
*/
dialog = dialogResult.ShowDialog();
// Console.ReadLine();
}
else
dlg1.Close();
}
[Cudafy]
public static void addVector(GThread thread, float[] a, float[] b, float[] c, int N)
{
int tid = thread.threadIdx.x + thread.blockIdx.x * thread.blockDim.x;
while (tid < N)
{
c[tid] = a[tid] + b[tid];
tid += thread.gridDim.x;
}
}
private async void toolStripMenuItem5_Click(object sender, EventArgs e)
{
string json;
json = "{\"Data\":[{\"DataView\": ";
var sheet1 = reoGridControl2.CurrentWorksheet;
var sheet2 = reoGridControl3.CurrentWorksheet;
for (int i = 0; i < sheet1.RowCount; i++)
for (int j = 0; j < sheet1.ColumnCount; j++)
if (sheet1[i, j] != null)
DataView[i, j] = sheet1[i, j].ToString();
json += await JsonConvert.SerializeObjectAsync(DataView);
json += " }, {\"VariableView\": ";
for (int i = 0; i < sheet2.RowCount; i++)
for (int j = 0; j < sheet2.ColumnCount; j++)
if (sheet2[i, j] != null)
VariableView[i, j] = sheet2[i, j].ToString();
json += await JsonConvert.SerializeObjectAsync(Data.variableView);
json += " }]}";
//Debug.WriteLine(json);
SaveFileDialog dlg = new SaveFileDialog();
dlg.DefaultExt = ".sp";
dlg.Filter = "SPSS Sistem Paralel|*.sp";
// Process open file dialog box results
if (dlg.ShowDialog() == DialogResult.OK)
{
filePath = dlg.FileName;
System.IO.File.WriteAllText(filePath, json);
}
}
private void toolStripMenuItem10_Click(object sender, EventArgs e)
{
this.Close();
}