/// <summary>
/// This returns the data table for the corresponding page index, but also sets the
/// Pager so that it is sitting on the specified page index.
/// </summary>
/// <param name="pageIndex"></param>
/// <returns></returns>
public DataTable this[int pageIndex]
{
get
{
if (_pageIndex != pageIndex || _currentTable == null)
{
_currentTable = _source.GetAttributes(pageIndex * PageSize, RowCount(pageIndex));
_pageIndex = pageIndex;
}
return(_currentTable);
}
}
/// <summary>
/// This returns the data table for the given page index, but also sets the Pager so that it is sitting on the specified page index.
/// </summary>
/// <param name="pageIndex">Index of the page that should be returned.</param>
/// <returns>The data table for the given page index.</returns>
public IDataTable this[int pageIndex]
{
get
{
if (_pageIndex != pageIndex || Current == null)
{
Current = _source.GetAttributes(pageIndex * PageSize, RowCount(pageIndex));
_pageIndex = pageIndex;
}
return(Current);
}
}
private void lbxFields_SelectedIndexChanged(object sender, EventArgs e)
{
btnGetUniqueValues.Enabled = true;
string field = lbxFields.SelectedItem as string;
if (field == null)
{
return;
}
IComparable min = null;
lblMin.Text = string.Empty;
IComparable max = null;
lblMax.Text = string.Empty;
if (_attributeSource != null)
{
int numPages = (int)Math.Ceiling((double)_attributeSource.NumRows() / 10000);
for (int page = 0; page < numPages; page++)
{
var table = _attributeSource.GetAttributes(page * 10000, 10000);
GetMinMax(table.Rows.Cast <DataRow>(), field, ref min, ref max);
}
}
if (_table != null)
{
GetMinMax(_table.Rows.Cast <DataRow>(), field, ref min, ref max);
}
if (min != null)
{
lblMin.Text = min.ToString();
}
if (max != null)
{
lblMax.Text = max.ToString();
}
}
/// <summary>
/// Gets the values from a file based data source rather than an in memory object.
/// </summary>
/// <param name="source"></param>
/// <param name="progressHandler"></param>
public void GetValues(IAttributeSource source, ICancelProgressHandler progressHandler)
{
int pageSize = 100000;
Values = new List<double>();
string normField = EditorSettings.NormField;
string fieldName = EditorSettings.FieldName;
if (source.NumRows() < EditorSettings.MaxSampleCount)
{
int numPages = (int)Math.Ceiling((double)source.NumRows() / pageSize);
for (int ipage = 0; ipage < numPages; ipage++)
{
int numRows = (ipage == numPages - 1) ? source.NumRows() % pageSize : pageSize;
DataTable table = source.GetAttributes(ipage * pageSize, numRows);
if (!string.IsNullOrEmpty(EditorSettings.ExcludeExpression))
{
DataRow[] rows = table.Select("NOT (" + EditorSettings.ExcludeExpression + ")");
foreach (DataRow row in rows)
{
double val;
if (!double.TryParse(row[fieldName].ToString(), out val)) continue;
if (double.IsNaN(val)) continue;
if (normField != null)
{
double norm;
if (!double.TryParse(row[normField].ToString(), out norm) || double.IsNaN(val))
continue;
Values.Add(val / norm);
continue;
}
Values.Add(val);
}
}
else
{
foreach (DataRow row in table.Rows)
{
double val;
if (!double.TryParse(row[fieldName].ToString(), out val)) continue;
if (double.IsNaN(val)) continue;
if (normField != null)
{
double norm;
if (!double.TryParse(row[normField].ToString(), out norm) || double.IsNaN(val))
continue;
Values.Add(val / norm);
continue;
}
Values.Add(val);
}
}
}
}
else
{
Dictionary<int, double> randomValues = new Dictionary<int, double>();
pageSize = 10000;
int count = EditorSettings.MaxSampleCount;
Random rnd = new Random();
AttributePager ap = new AttributePager(source, pageSize);
int countPerPage = count / ap.NumPages();
ProgressMeter pm = new ProgressMeter(progressHandler, "Sampling " + count + " random values", count);
for (int iPage = 0; iPage < ap.NumPages(); iPage++)
{
for (int i = 0; i < countPerPage; i++)
{
double val;
double norm = 1;
int index;
bool failed = false;
do
{
index = rnd.Next(ap.StartIndex, ap.StartIndex + pageSize);
DataRow dr = ap.Row(index);
if (!double.TryParse(dr[fieldName].ToString(), out val)) failed = true;
if (normField == null) continue;
if (!double.TryParse(dr[normField].ToString(), out norm))
failed = true;
} while (randomValues.ContainsKey(index) || double.IsNaN(val) || failed);
if (normField != null)
{
Values.Add(val / norm);
}
else
{
Values.Add(val);
}
randomValues.Add(index, val);
pm.CurrentValue = i + iPage * countPerPage;
}
//Application.DoEvents();
if (progressHandler != null && progressHandler.Cancel)
{
break;
}
}
}
Values.Sort();
Statistics.Calculate(Values);
}
/// <summary>
/// Gets the values from a file based data source rather than an in memory object.
/// </summary>
/// <param name="source">Source to get the values from.</param>
/// <param name="progressHandler">The progress handler.</param>
public void GetValues(IAttributeSource source, ICancelProgressHandler progressHandler)
{
int pageSize = 100000;
Values = new List <double>();
string normField = EditorSettings.NormField;
string fieldName = EditorSettings.FieldName;
if (source.NumRows() < EditorSettings.MaxSampleCount)
{
int numPages = (int)Math.Ceiling((double)source.NumRows() / pageSize);
for (int ipage = 0; ipage < numPages; ipage++)
{
int numRows = (ipage == numPages - 1) ? source.NumRows() % pageSize : pageSize;
DataTable table = source.GetAttributes(ipage * pageSize, numRows);
if (!string.IsNullOrEmpty(EditorSettings.ExcludeExpression))
{
DataRow[] rows = table.Select("NOT (" + EditorSettings.ExcludeExpression + ")");
foreach (DataRow row in rows)
{
double val;
if (!double.TryParse(row[fieldName].ToString(), out val))
{
continue;
}
if (double.IsNaN(val))
{
continue;
}
if (normField != null)
{
double norm;
if (!double.TryParse(row[normField].ToString(), out norm) || double.IsNaN(val))
{
continue;
}
Values.Add(val / norm);
continue;
}
Values.Add(val);
}
}
else
{
foreach (DataRow row in table.Rows)
{
double val;
if (!double.TryParse(row[fieldName].ToString(), out val))
{
continue;
}
if (double.IsNaN(val))
{
continue;
}
if (normField != null)
{
double norm;
if (!double.TryParse(row[normField].ToString(), out norm) || double.IsNaN(val))
{
continue;
}
Values.Add(val / norm);
continue;
}
Values.Add(val);
}
}
}
}
else
{
Dictionary <int, double> randomValues = new();
pageSize = 10000;
int count = EditorSettings.MaxSampleCount;
// Specified seed is required for consistently recreating the break values
Random rnd = new(9999);
AttributePager ap = new(source, pageSize);
int countPerPage = count / ap.NumPages();
ProgressMeter pm = new(progressHandler, "Sampling " + count + " random values", count);
for (int iPage = 0; iPage < ap.NumPages(); iPage++)
{
for (int i = 0; i < countPerPage; i++)
{
double val;
double norm = 1;
int index;
bool failed = false;
do
{
index = rnd.Next(ap.StartIndex, ap.StartIndex + pageSize);
DataRow dr = ap.Row(index);
if (!double.TryParse(dr[fieldName].ToString(), out val))
{
failed = true;
}
if (normField == null)
{
continue;
}
if (!double.TryParse(dr[normField].ToString(), out norm))
{
failed = true;
}
}while (randomValues.ContainsKey(index) || double.IsNaN(val) || failed);
if (normField != null)
{
Values.Add(val / norm);
}
else
{
Values.Add(val);
}
randomValues.Add(index, val);
pm.CurrentValue = i + (iPage * countPerPage);
}
if (progressHandler != null && progressHandler.Cancel)
{
break;
}
}
}
Values.Sort();
Statistics.Calculate(Values);
}
private void BtnGetUniqueValuesClick(object sender, EventArgs e)
{
// Sorting should be done as the original objects, not as strings.
var lst = new HashSet <object>();
string fieldName = lbxFields.SelectedItem.ToString();
bool useAll = false;
bool isString = true;
if (_attributeSource != null)
{
isString = _attributeSource.GetColumn(fieldName).DataType == typeof(string);
int numPages = (int)Math.Ceiling((double)_attributeSource.NumRows() / 10000);
for (int page = 0; page < numPages; page++)
{
DataTable table = _attributeSource.GetAttributes(page * 10000, 10000);
foreach (DataRow dr in table.Rows)
{
if (dr[fieldName] is DBNull)
{
continue;
}
if (lst.Contains(dr[fieldName]))
{
continue;
}
lst.Add(dr[fieldName]);
}
if (lst.Count <= 10000 || useAll)
{
continue;
}
if (MessageBox.Show(SymbologyFormsMessageStrings.SQLQueryControl_MoreThan10000UniqueValues, SymbologyFormsMessageStrings.SQLQueryControl_LargeNumberOfUniqueValues, MessageBoxButtons.YesNo) == DialogResult.Yes)
{
useAll = true;
}
else
{
break;
}
}
}
else if (_table != null)
{
isString = _table.Columns[fieldName].DataType == typeof(string);
foreach (DataRow dr in _table.Rows)
{
if (dr[fieldName] is DBNull)
{
continue;
}
if (lst.Contains(dr[fieldName]))
{
continue;
}
lst.Add(dr[fieldName]);
}
}
var text = new object[lst.Count];
int i = 0;
foreach (var o in lst.OrderBy(_ => _))
{
if (isString)
{
text[i++] = "'" + ((string)o).Replace("'", "''") + "'";
}
else
{
text[i++] = o.ToString();
}
}
lbxUniqueValues.SuspendLayout();
lbxUniqueValues.Items.Clear();
lbxUniqueValues.Items.AddRange(text);
lbxUniqueValues.ResumeLayout();
lbxUniqueValues.Enabled = true;
lbxUniqueValues.BackColor = Color.White;
btnGetUniqueValues.Enabled = false;
}
private void lbxFields_SelectedIndexChanged(object sender, EventArgs e)
{
btnGetUniqueValues.Enabled = true;
string field = lbxFields.SelectedItem as string;
if (field == null)
{
return;
}
IComparable min = null;
lblMin.Text = string.Empty;
IComparable max = null;
lblMax.Text = string.Empty;
if (_attributeSource != null)
{
int numPages = (int)Math.Ceiling((double)_attributeSource.NumRows() / 10000);
for (int page = 0; page < numPages; page++)
{
DataTable table = _attributeSource.GetAttributes(page * 10000, 10000);
foreach (DataRow dr in table.Rows)
{
if ((dr[field] is DBNull))
{
continue;
}
if (min == null)
{
min = dr[field] as IComparable;
}
else
{
if (min.CompareTo(dr[field]) > 0)
{
min = dr[field] as IComparable;
}
}
if (max == null)
{
max = dr[field] as IComparable;
}
else
{
if (max.CompareTo(dr[field]) < 0)
{
max = dr[field] as IComparable;
}
}
}
}
}
if (_table != null)
{
foreach (DataRow dr in _table.Rows)
{
if ((dr[field] is DBNull))
{
continue;
}
if (min == null)
{
min = dr[field] as IComparable;
}
else
{
if (min.CompareTo(dr[field]) > 0)
{
min = dr[field] as IComparable;
}
}
if (max == null)
{
max = dr[field] as IComparable;
}
else
{
if (max.CompareTo(dr[field]) < 0)
{
max = dr[field] as IComparable;
}
}
}
}
if (min != null)
{
lblMin.Text = min.ToString();
}
if (max != null)
{
lblMax.Text = max.ToString();
}
}