/// <summary>
/// Load a generic subsection.
/// </summary>
/// <param name="section">The section to load from.</param>
private void LoadSubSection(EncogFileSection section)
{
IDictionary<String, String> prop = section.ParseParams();
foreach (String name in prop.Keys)
{
String key = section.SectionName.ToUpper() + ":"
+ section.SubSectionName.ToUpper() + "_" + name;
String v = prop[name] ?? "";
ValidateProperty(section.SectionName,
section.SubSectionName, name, v);
_script.Properties.SetProperty(key, v);
}
}
/// <summary>
/// Process one of the subsections.
/// </summary>
/// <param name="section">The section.</param>
private void ProcessSubSection(EncogFileSection section)
{
String currentSection = section.SectionName;
String currentSubsection = section.SubSectionName;
if (currentSection.Equals("SETUP")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("SETUP")
&& currentSubsection.Equals("FILENAMES", StringComparison.InvariantCultureIgnoreCase))
{
HandleFilenames(section);
}
else if (currentSection.Equals("DATA")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("DATA")
&& currentSubsection.Equals("STATS", StringComparison.InvariantCultureIgnoreCase))
{
HandleDataStats(section);
}
else if (currentSection.Equals("DATA")
&& currentSubsection.Equals("CLASSES", StringComparison.InvariantCultureIgnoreCase))
{
HandleDataClasses(section);
}
else if (currentSection.Equals("NORMALIZE")
&& currentSubsection.Equals("RANGE", StringComparison.InvariantCultureIgnoreCase))
{
HandleNormalizeRange(section);
}
else if (currentSection.Equals("NORMALIZE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("NORMALIZE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("CLUSTER")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("SERIES")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("RANDOMIZE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("SEGREGATE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("SEGREGATE")
&& currentSubsection.Equals("FILES", StringComparison.InvariantCultureIgnoreCase))
{
HandleSegregateFiles(section);
}
else if (currentSection.Equals("GENERATE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("HEADER")
&& currentSubsection.Equals("DATASOURCE", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("ML")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("ML")
&& currentSubsection.Equals("TRAIN", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("TASKS")
&& (currentSubsection.Length > 0))
{
HandleTask(section);
}
else if (currentSection.Equals("BALANCE")
&& currentSubsection.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
LoadSubSection(section);
}
else if (currentSection.Equals("CODE")
&& currentSubsection.Equals("CONFIG"))
{
LoadSubSection(section);
}
else if (currentSection.Equals("PROCESS")
&& currentSubsection.Equals("CONFIG"))
{
LoadSubSection(section);
}
else if (currentSection.Equals("PROCESS")
&& currentSubsection.Equals("FIELDS"))
{
HandleProcessFields(section);
}
}
/// <summary>
/// Handle loading segregation info.
/// </summary>
/// <param name="section">The section being loaded.</param>
private void HandleSegregateFiles(EncogFileSection section)
{
IList<AnalystSegregateTarget> nfs = new List<AnalystSegregateTarget>();
bool first = true;
foreach (String line in section.Lines)
{
if (!first)
{
IList<String> cols = EncogFileSection.SplitColumns(line);
String filename = cols[0];
int percent = Int32.Parse(cols[1]);
var nf = new AnalystSegregateTarget(
filename, percent);
nfs.Add(nf);
}
else
{
first = false;
}
}
var array = new AnalystSegregateTarget[nfs.Count];
for (int i = 0; i < array.Length; i++)
{
array[i] = nfs[i];
}
_script.Segregate.SegregateTargets = array;
}
/// <summary>
/// Handle loading a task.
/// </summary>
/// <param name="section">The section.</param>
private void HandleTask(EncogFileSection section)
{
var task = new AnalystTask(section.SubSectionName);
foreach (String line in section.Lines)
{
task.Lines.Add(line);
}
_script.AddTask(task);
}
/// <summary>
/// Read the next section.
/// </summary>
///
/// <returns>The next section.</returns>
public EncogFileSection ReadNextSection()
{
try
{
String line;
var largeArrays = new List <double[]>();
while ((line = reader.ReadLine()) != null)
{
line = line.Trim();
// is it a comment
if (line.StartsWith("//"))
{
continue;
}
// is it a section or subsection
else if (line.StartsWith("["))
{
// handle previous section
section = new EncogFileSection(
currentSectionName, currentSubSectionName);
foreach (String str in lines)
{
section.Lines.Add(str);
}
// now begin the new section
lines.Clear();
String s = line.Substring(1).Trim();
if (!s.EndsWith("]"))
{
throw new PersistError("Invalid section: " + line);
}
s = s.Substring(0, (line.Length - 2) - (0));
int idx = s.IndexOf(':');
if (idx == -1)
{
currentSectionName = s;
currentSubSectionName = "";
}
else
{
if (currentSectionName.Length < 1)
{
throw new PersistError(
"Can't begin subsection when a section has not yet been defined: "
+ line);
}
String newSection = s.Substring(0, (idx) - (0));
String newSubSection = s.Substring(idx + 1);
if (!newSection.Equals(currentSectionName))
{
throw new PersistError("Can't begin subsection "
+ line
+ ", while we are still in the section: "
+ currentSectionName);
}
currentSubSectionName = newSubSection;
}
section.LargeArrays = largeArrays;
return(section);
}
else if (line.Length < 1)
{
continue;
}
else if (line.StartsWith("##double"))
{
double[] d = ReadLargeArray(line);
largeArrays.Add(d);
}
else
{
if (currentSectionName.Length < 1)
{
throw new PersistError(
"Unknown command before first section: " + line);
}
lines.Add(line);
}
}
if (currentSectionName.Length == 0)
{
return(null);
}
section = new EncogFileSection(currentSectionName,
currentSubSectionName);
foreach (String l in lines)
{
section.Lines.Add(l);
}
currentSectionName = "";
currentSubSectionName = "";
section.LargeArrays = largeArrays;
return(section);
}
catch (IOException ex)
{
throw new PersistError(ex);
}
}
private void x5e3dc7f2e4f7d693(EncogFileSection xb32f8dd719a105db)
{
AnalystTask task = new AnalystTask(xb32f8dd719a105db.SubSectionName);
foreach (string str in xb32f8dd719a105db.Lines)
{
task.Lines.Add(str);
}
this._x594135906c55045c.AddTask(task);
}
private void xff55b61ba453487f(EncogFileSection xb32f8dd719a105db)
{
// This item is obfuscated and can not be translated.
}
/// <summary>
/// Handle loading the data classes.
/// </summary>
/// <param name="section">The section being loaded.</param>
private void HandleDataClasses(EncogFileSection section)
{
var map = new Dictionary<String, List<AnalystClassItem>>();
bool first = true;
foreach (String line in section.Lines)
{
if (!first)
{
IList<String> cols = EncogFileSection.SplitColumns(line);
if (cols.Count < ColumnFour)
{
throw new AnalystError("Invalid data class: " + line);
}
String field = cols[0];
String code = cols[1];
String name = cols[2];
int count = Int32.Parse(cols[3]);
DataField df = _script.FindDataField(field);
if (df == null)
{
throw new AnalystError(
"Attempting to add class to unknown field: " + name);
}
List<AnalystClassItem> classItems;
if (!map.ContainsKey(field))
{
classItems = new List<AnalystClassItem>();
map[field] = classItems;
}
else
{
classItems = map[field];
}
classItems.Add(new AnalystClassItem(code, name, count));
}
else
{
first = false;
}
}
foreach (DataField field in _script.Fields)
{
if (field.Class)
{
List<AnalystClassItem> classList = map[field.Name];
if (classList != null)
{
classList.Sort();
field.ClassMembers.Clear();
foreach (AnalystClassItem item in classList)
{
field.ClassMembers.Add(item);
}
}
}
}
}
private void xf9edee23632d6876(EncogFileSection xb32f8dd719a105db)
{
string sectionName = xb32f8dd719a105db.SectionName;
string subSectionName = xb32f8dd719a105db.SubSectionName;
if (!sectionName.Equals("SETUP"))
{
goto Label_041D;
}
if (0x7fffffff == 0)
{
if (2 != 0)
{
goto Label_0366;
}
goto Label_03A8;
}
if (0x7fffffff == 0)
{
if (0x7fffffff == 0)
{
return;
}
goto Label_041D;
}
if (0x7fffffff == 0)
{
goto Label_00C3;
}
if ((0 == 0) && !subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_041D;
}
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
Label_000E:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_0044;
}
if (3 == 0)
{
goto Label_03ED;
}
return;
Label_002D:
if (!sectionName.Equals("BALANCE"))
{
return;
}
goto Label_000E;
Label_0044:
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
Label_0055:
if (!sectionName.Equals("TASKS"))
{
goto Label_002D;
}
if (subSectionName.Length <= 0)
{
if (3 != 0)
{
goto Label_002D;
}
if (0 == 0)
{
goto Label_000E;
}
if (0 != 0)
{
goto Label_03FF;
}
goto Label_0044;
}
this.x5e3dc7f2e4f7d693(xb32f8dd719a105db);
return;
Label_0088:
if (!sectionName.Equals("ML") || !subSectionName.Equals("TRAIN", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_0055;
}
this.xff55b61ba453487f(xb32f8dd719a105db);
if (-2147483648 != 0)
{
return;
}
goto Label_00C3;
Label_00B3:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
goto Label_0088;
Label_00C3:
if (0 != 0)
{
goto Label_00B3;
}
goto Label_0088;
Label_00DC:
if (!sectionName.Equals("ML"))
{
goto Label_0088;
}
goto Label_00B3;
Label_0105:
if (!sectionName.Equals("HEADER"))
{
goto Label_00DC;
}
if (-2 != 0)
{
if (8 != 0)
{
if (subSectionName.Equals("DATASOURCE", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
if (1 == 0)
{
goto Label_02C5;
}
goto Label_00DC;
}
goto Label_0055;
}
if (-2147483648 != 0)
{
goto Label_0136;
}
Label_0120:
if (!subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
if (0 != 0)
{
goto Label_0366;
}
goto Label_0105;
}
Label_0136:
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
Label_013E:
if (sectionName.Equals("GENERATE"))
{
goto Label_0120;
}
goto Label_0105;
Label_0164:
if (!sectionName.Equals("SEGREGATE"))
{
if (4 == 0)
{
return;
}
goto Label_013E;
}
Label_01A4:
if (!subSectionName.Equals("FILES", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_013E;
}
if (0 == 0)
{
this.x3ed9c05d3bbdec37(xb32f8dd719a105db);
if (0 == 0)
{
return;
}
goto Label_02F2;
}
if (0 == 0)
{
goto Label_0293;
}
if (0 == 0)
{
return;
}
goto Label_022C;
Label_01CE:
if (!sectionName.Equals("SEGREGATE"))
{
goto Label_0164;
}
if (!subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
if (-2147483648 == 0)
{
return;
}
if (3 == 0)
{
return;
}
if (-2147483648 == 0)
{
goto Label_0210;
}
if (0 != 0)
{
goto Label_01A4;
}
goto Label_0164;
}
this.xff55b61ba453487f(xb32f8dd719a105db);
if (-2 != 0)
{
}
return;
Label_0203:
if (!sectionName.Equals("RANDOMIZE"))
{
goto Label_01CE;
}
Label_0210:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
goto Label_01CE;
Label_022C:
if (sectionName.Equals("SERIES"))
{
goto Label_027B;
}
goto Label_0203;
Label_0259:
if (!sectionName.Equals("CLUSTER"))
{
goto Label_022C;
}
Label_0266:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
if (-1 != 0)
{
goto Label_022C;
}
Label_027B:
if (!subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_0203;
}
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
Label_0293:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
if (0 == 0)
{
goto Label_0259;
}
goto Label_0266;
Label_02C5:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_02FF;
}
Label_02D3:
if (!sectionName.Equals("NORMALIZE"))
{
goto Label_0259;
}
if (-1 != 0)
{
goto Label_0293;
}
return;
Label_02F2:
if (0x7fffffff != 0)
{
goto Label_02C5;
}
if (0 != 0)
{
goto Label_013E;
}
Label_02FF:
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
Label_0309:
if (sectionName.Equals("NORMALIZE"))
{
if (subSectionName.Equals("RANGE", StringComparison.InvariantCultureIgnoreCase))
{
this.x23a952ae96385f94(xb32f8dd719a105db);
return;
}
if (8 == 0)
{
return;
}
}
if (!sectionName.Equals("NORMALIZE"))
{
goto Label_02D3;
}
if (-2 != 0)
{
goto Label_02F2;
}
if (0 == 0)
{
goto Label_02C5;
}
Label_0348:
if (subSectionName.Equals("CLASSES", StringComparison.InvariantCultureIgnoreCase))
{
this.xee831a85a4a1093a(xb32f8dd719a105db);
if (0 == 0)
{
return;
}
goto Label_0293;
}
goto Label_0309;
Label_0366:
if (!sectionName.Equals("DATA"))
{
goto Label_0309;
}
if (15 != 0)
{
goto Label_0348;
}
goto Label_02C5;
Label_038D:
if (subSectionName.Equals("STATS", StringComparison.InvariantCultureIgnoreCase))
{
this.xeb630b6ed5f8b04a(xb32f8dd719a105db);
return;
}
goto Label_0366;
Label_03A8:
if (!sectionName.Equals("DATA"))
{
goto Label_0366;
}
goto Label_038D;
Label_03D4:
if (0 != 0)
{
goto Label_03FF;
}
goto Label_03A8;
Label_03ED:
if (subSectionName.Equals("CONFIG", StringComparison.InvariantCultureIgnoreCase))
{
this.xff55b61ba453487f(xb32f8dd719a105db);
return;
}
if (0xff != 0)
{
goto Label_03A8;
}
goto Label_03D4;
Label_03FF:
if (!sectionName.Equals("DATA") && (15 != 0))
{
if (0 != 0)
{
goto Label_03D4;
}
if (0 == 0)
{
goto Label_03A8;
}
goto Label_038D;
}
goto Label_03ED;
Label_041D:
if (!sectionName.Equals("SETUP") || !subSectionName.Equals("FILENAMES", StringComparison.InvariantCultureIgnoreCase))
{
goto Label_03FF;
}
this.x63659fc10ec15c58(xb32f8dd719a105db);
}
private void x23a952ae96385f94(EncogFileSection xb32f8dd719a105db)
{
this._x594135906c55045c.Normalize.NormalizedFields.Clear();
bool flag = true;
using (IEnumerator<string> enumerator = xb32f8dd719a105db.Lines.GetEnumerator())
{
string str;
IList<string> list;
string str2;
bool flag2;
int num;
string str3;
double num2;
double num3;
NormalizationAction oneOf;
AnalystField field;
AnalystField field2;
goto Label_0047;
Label_0026:
this._x594135906c55045c.Normalize.NormalizedFields.Add(field);
goto Label_0047;
Label_003F:
if (!flag)
{
goto Label_02B1;
}
flag = false;
Label_0047:
if (enumerator.MoveNext())
{
goto Label_02C2;
}
goto Label_0064;
Label_0055:
field2.Output = flag2;
field = field2;
goto Label_0026;
Label_0064:
if (((uint) num2) >= 0)
{
goto Label_009C;
}
Label_0076:
if ((((uint) flag) + ((uint) flag2)) > uint.MaxValue)
{
goto Label_0145;
}
field2.TimeSlice = num;
goto Label_0055;
Label_009C:
if ((((uint) num3) | 0xff) != 0)
{
return;
}
goto Label_00DA;
Label_00CA:
field2 = new AnalystField(str2, oneOf, num2, num3);
goto Label_0076;
Label_00DA:
if (str3.Equals("equilateral"))
{
goto Label_013D;
}
if (str3.Equals("single"))
{
oneOf = NormalizationAction.SingleField;
goto Label_00CA;
}
if (!str3.Equals("oneof"))
{
throw new AnalystError("Unknown field type:" + str3);
}
oneOf = NormalizationAction.OneOf;
if (0xff != 0)
{
goto Label_00CA;
}
goto Label_0076;
Label_011D:
if ((((uint) num3) + ((uint) num3)) < 0)
{
goto Label_024D;
}
goto Label_00DA;
Label_013D:
oneOf = NormalizationAction.Equilateral;
goto Label_00CA;
Label_0145:
if (((uint) flag) > uint.MaxValue)
{
goto Label_0177;
}
Label_0157:
if (str3.Equals("pass"))
{
goto Label_0177;
}
goto Label_00DA;
Label_016F:
oneOf = NormalizationAction.Ignore;
goto Label_00CA;
Label_0177:
oneOf = NormalizationAction.PassThrough;
goto Label_00CA;
Label_017F:
if ((((uint) flag) - ((uint) flag2)) < 0)
{
goto Label_00DA;
}
if (!str3.Equals("ignore"))
{
goto Label_0157;
}
if (((uint) flag) >= 0)
{
goto Label_016F;
}
if (((uint) num2) >= 0)
{
goto Label_00DA;
}
if ((((uint) num3) - ((uint) flag2)) <= uint.MaxValue)
{
goto Label_0145;
}
goto Label_011D;
Label_01E9:
oneOf = NormalizationAction.Normalize;
goto Label_00CA;
Label_01F1:
if (str3.Equals("range"))
{
goto Label_01E9;
}
goto Label_017F;
Label_0215:
num3 = CSVFormat.EgFormat.Parse(list[5]);
goto Label_01F1;
Label_022D:
str2 = list[0];
flag2 = list[1].ToLower().Equals("output");
Label_024D:
num = int.Parse(list[2]);
str3 = list[3];
if ((((uint) flag2) - ((uint) num3)) > uint.MaxValue)
{
goto Label_022D;
}
num2 = CSVFormat.EgFormat.Parse(list[4]);
if ((((uint) flag2) + ((uint) num)) <= uint.MaxValue)
{
goto Label_0215;
}
goto Label_01F1;
Label_02B1:
list = EncogFileSection.SplitColumns(str);
goto Label_022D;
Label_02C2:
str = enumerator.Current;
goto Label_003F;
}
}
private void xee831a85a4a1093a(EncogFileSection xb32f8dd719a105db)
{
int num;
DataField[] fieldArray;
int num2;
Dictionary<string, List<AnalystClassItem>> dictionary = new Dictionary<string, List<AnalystClassItem>>();
bool flag = true;
using (IEnumerator<string> enumerator = xb32f8dd719a105db.Lines.GetEnumerator())
{
string str;
IList<string> list;
string str2;
string str3;
string str4;
DataField field;
List<AnalystClassItem> list2;
Label_00E2:
if (enumerator.MoveNext())
{
goto Label_0263;
}
if (((uint) num) >= 0)
{
goto Label_02A4;
}
goto Label_0144;
Label_0102:
flag = false;
Label_0104:
if (-2147483648 == 0)
{
goto Label_0102;
}
goto Label_00E2;
Label_010D:
list2.Add(new AnalystClassItem(str3, str4, num));
goto Label_00E2;
Label_0121:
if (!flag)
{
goto Label_0270;
}
goto Label_0102;
Label_0129:
if (!dictionary.ContainsKey(str2))
{
goto Label_0163;
}
list2 = dictionary[str2];
if (0 == 0)
{
goto Label_010D;
}
goto Label_0102;
Label_0144:
dictionary[str2] = list2;
goto Label_010D;
Label_015A:
if (field == null)
{
goto Label_0215;
}
goto Label_0129;
Label_0163:
list2 = new List<AnalystClassItem>();
if ((((uint) num2) - ((uint) flag)) <= uint.MaxValue)
{
goto Label_0144;
}
if ((((uint) num) - ((uint) flag)) <= uint.MaxValue)
{
goto Label_0263;
}
if ((((uint) flag) & 0) != 0)
{
if ((((uint) flag) + ((uint) num2)) > uint.MaxValue)
{
goto Label_0104;
}
goto Label_0129;
}
Label_01D4:
str4 = list[2];
num = int.Parse(list[3]);
field = this._x594135906c55045c.FindDataField(str2);
if ((((uint) num2) + ((uint) flag)) >= 0)
{
goto Label_015A;
}
Label_0215:
throw new AnalystError("Attempting to add class to unknown field: " + str4);
if ((((uint) num) - ((uint) num)) < 0)
{
goto Label_0144;
}
goto Label_024F;
Label_0246:
if (list.Count < 4)
{
throw new AnalystError("Invalid data class: " + str);
}
Label_024F:
str2 = list[0];
str3 = list[1];
goto Label_01D4;
Label_0263:
str = enumerator.Current;
goto Label_0121;
Label_0270:
list = EncogFileSection.SplitColumns(str);
goto Label_0246;
}
Label_02A4:
fieldArray = this._x594135906c55045c.Fields;
num2 = 0;
while (true)
{
DataField field2;
if (num2 < fieldArray.Length)
{
field2 = fieldArray[num2];
}
else if (0xff != 0)
{
return;
}
if (field2.Class)
{
List<AnalystClassItem> list3 = dictionary[field2.Name];
Label_000B:
if (list3 != null)
{
list3.Sort();
if ((0x7fffffff == 0) || ((((uint) flag) - ((uint) num)) < 0))
{
goto Label_000B;
}
field2.ClassMembers.Clear();
foreach (AnalystClassItem item in list3)
{
field2.ClassMembers.Add(item);
}
}
}
num2++;
}
}
private void xeb630b6ed5f8b04a(EncogFileSection xb32f8dd719a105db)
{
bool flag;
bool flag2;
bool flag4;
bool flag5;
DataField[] fieldArray;
int num5;
IList<DataField> list = new List<DataField>();
goto Label_0054;
Label_0034:
fieldArray[num5] = list[num5];
num5++;
Label_0047:
if (num5 < fieldArray.Length)
{
goto Label_0034;
}
this._x594135906c55045c.Fields = fieldArray;
if ((((uint) flag2) - ((uint) flag4)) >= 0)
{
return;
}
Label_0054:
flag = true;
using (IEnumerator<string> enumerator = xb32f8dd719a105db.Lines.GetEnumerator())
{
string str;
IList<string> list2;
string str2;
bool flag3;
double num;
double num2;
double num3;
double num4;
DataField field2;
goto Label_007F;
Label_0065:
if (!flag)
{
goto Label_0257;
}
if (((uint) flag3) >= 0)
{
}
flag = false;
Label_007F:
if (enumerator.MoveNext())
{
goto Label_0269;
}
goto Label_02A5;
Label_008D:
field2.StandardDeviation = num4;
DataField item = field2;
Label_009A:
list.Add(item);
goto Label_007F;
Label_00AB:
field2.Integer = flag4;
field2.Real = flag5;
field2.Max = num;
field2.Min = num2;
field2.Mean = num3;
goto Label_008D;
Label_00DD:
field2.Complete = flag3;
if ((((uint) flag) + ((uint) num)) >= 0)
{
goto Label_00AB;
}
if ((((uint) flag) + ((uint) flag)) >= 0)
{
goto Label_0182;
}
Label_0119:
if ((((uint) num2) & 0) != 0)
{
goto Label_0257;
}
Label_0130:
num2 = CSVFormat.EgFormat.Parse(list2[6]);
num3 = CSVFormat.EgFormat.Parse(list2[7]);
num4 = CSVFormat.EgFormat.Parse(list2[8]);
field2 = new DataField(str2) {
Class = flag2
};
if (0xff != 0)
{
goto Label_00DD;
}
Label_0182:
if ((((uint) flag) | 0xfffffffe) == 0)
{
goto Label_0130;
}
if ((((uint) num2) | 8) != 0)
{
goto Label_0119;
}
goto Label_00DD;
Label_01C4:
num = CSVFormat.EgFormat.Parse(list2[5]);
if ((((uint) num) & 0) == 0)
{
goto Label_0182;
}
goto Label_0269;
Label_01F3:
if (((uint) flag4) < 0)
{
goto Label_009A;
}
str2 = list2[0];
flag2 = int.Parse(list2[1]) > 0;
flag3 = int.Parse(list2[2]) > 0;
flag4 = int.Parse(list2[3]) > 0;
flag5 = int.Parse(list2[4]) > 0;
goto Label_01C4;
Label_0257:
list2 = EncogFileSection.SplitColumns(str);
goto Label_01F3;
Label_0269:
str = enumerator.Current;
goto Label_0065;
}
if (((uint) flag5) > uint.MaxValue)
{
goto Label_0034;
}
Label_02A5:
fieldArray = new DataField[list.Count];
num5 = 0;
goto Label_0047;
}
private void x63659fc10ec15c58(EncogFileSection xb32f8dd719a105db)
{
IDictionary<string, string> dictionary = xb32f8dd719a105db.ParseParams();
this._x594135906c55045c.Properties.ClearFilenames();
foreach (KeyValuePair<string, string> pair in dictionary)
{
this._x594135906c55045c.Properties.SetFilename(pair.Key, pair.Value);
}
}
private void HandleProcessFields(EncogFileSection section)
{
IList<ProcessField> fields = _script.Process.Fields;
bool first = true;
fields.Clear();
foreach (string line in section.Lines)
{
if (!first)
{
IList<string> cols = EncogFileSection.SplitColumns(line);
String name = cols[0];
String command = cols[1];
var pf = new ProcessField(name, command);
fields.Add(pf);
}
else
{
first = false;
}
}
}
/// <summary>
/// Handle loading data stats.
/// </summary>
/// <param name="section">The section being loaded.</param>
private void HandleDataStats(EncogFileSection section)
{
IList<DataField> dfs = new List<DataField>();
bool first = true;
foreach (String line in section.Lines)
{
if (!first)
{
IList<String> cols = EncogFileSection.SplitColumns(line);
String name = cols[0];
bool isclass = Int32.Parse(cols[1]) > 0;
bool iscomplete = Int32.Parse(cols[2]) > 0;
bool isint = Int32.Parse(cols[ColumnThree]) > 0;
bool isreal = Int32.Parse(cols[ColumnFour]) > 0;
double amax = CSVFormat.EgFormat.Parse(cols[5]);
double amin = CSVFormat.EgFormat.Parse(cols[6]);
double mean = CSVFormat.EgFormat.Parse(cols[7]);
double sdev = CSVFormat.EgFormat.Parse(cols[8]);
String source = "";
// source was added in Encog 3.2, so it might not be there
if (cols.Count > 9)
{
source = cols[9];
}
var df = new DataField(name)
{
Class = isclass,
Complete = iscomplete,
Integer = isint,
Real = isreal,
Max = amax,
Min = amin,
Mean = mean,
StandardDeviation = sdev,
Source = source
};
dfs.Add(df);
}
else
{
first = false;
}
}
var array = new DataField[dfs.Count];
for (int i = 0; i < array.Length; i++)
{
array[i] = dfs[i];
}
_script.Fields = array;
}
private void LoadOpcodes(EncogFileSection section)
{
bool first = true;
foreach (string line in section.Lines)
{
if (!first)
{
IList<string> cols = EncogFileSection.SplitColumns(line);
string name = cols[0];
int childCount = int.Parse(cols[1]);
var opcode = new ScriptOpcode(name, childCount);
_script.Opcodes.Add(opcode);
}
else
{
first = false;
}
}
}
/// <summary>
/// Handle loading the filenames.
/// </summary>
/// <param name="section">The section being loaded.</param>
private void HandleFilenames(EncogFileSection section)
{
IDictionary<String, String> prop = section.ParseParams();
_script.Properties.ClearFilenames();
foreach (var e in prop)
{
_script.Properties.SetFilename(e.Key, e.Value);
}
}
/// <summary>
/// Read the next section.
/// </summary>
///
/// <returns>The next section.</returns>
public EncogFileSection ReadNextSection()
{
try
{
String line;
var largeArrays = new List<double[]>();
while ((line = reader.ReadLine()) != null)
{
line = line.Trim();
// is it a comment
if (line.StartsWith("//"))
{
continue;
}
// is it a section or subsection
else if (line.StartsWith("["))
{
// handle previous section
section = new EncogFileSection(
currentSectionName, currentSubSectionName);
foreach (String str in lines)
{
section.Lines.Add(str);
}
// now begin the new section
lines.Clear();
String s = line.Substring(1).Trim();
if (!s.EndsWith("]"))
{
throw new PersistError("Invalid section: " + line);
}
s = s.Substring(0, (line.Length - 2) - (0));
int idx = s.IndexOf(':');
if (idx == -1)
{
currentSectionName = s;
currentSubSectionName = "";
}
else
{
if (currentSectionName.Length < 1)
{
throw new PersistError(
"Can't begin subsection when a section has not yet been defined: "
+ line);
}
String newSection = s.Substring(0, (idx) - (0));
String newSubSection = s.Substring(idx + 1);
if (!newSection.Equals(currentSectionName))
{
throw new PersistError("Can't begin subsection "
+ line
+ ", while we are still in the section: "
+ currentSectionName);
}
currentSubSectionName = newSubSection;
}
section.LargeArrays = largeArrays;
return section;
}
else if (line.Length < 1)
{
continue;
}
else if (line.StartsWith("##double"))
{
double[] d = ReadLargeArray(line);
largeArrays.Add(d);
}
else
{
if (currentSectionName.Length < 1)
{
throw new PersistError(
"Unknown command before first section: " + line);
}
lines.Add(line);
}
}
if (currentSectionName.Length == 0)
{
return null;
}
section = new EncogFileSection(currentSectionName,
currentSubSectionName);
foreach (String l in lines)
{
section.Lines.Add(l);
}
currentSectionName = "";
currentSubSectionName = "";
section.LargeArrays = largeArrays;
return section;
}
catch (IOException ex)
{
throw new PersistError(ex);
}
}
/// <summary>
/// Handle normalization ranges.
/// </summary>
/// <param name="section">The section being loaded.</param>
private void HandleNormalizeRange(EncogFileSection section)
{
_script.Normalize.NormalizedFields.Clear();
bool first = true;
foreach (String line in section.Lines)
{
if (!first)
{
IList<String> cols = EncogFileSection.SplitColumns(line);
String name = cols[0];
bool isOutput = cols[1].ToLower()
.Equals("output");
int timeSlice = Int32.Parse(cols[2]);
String action = cols[3];
double high = CSVFormat.EgFormat.Parse(cols[4]);
double low = CSVFormat.EgFormat.Parse(cols[5]);
NormalizationAction des;
if (action.Equals("range"))
{
des = NormalizationAction.Normalize;
}
else if (action.Equals("ignore"))
{
des = NormalizationAction.Ignore;
}
else if (action.Equals("pass"))
{
des = NormalizationAction.PassThrough;
}
else if (action.Equals("equilateral"))
{
des = NormalizationAction.Equilateral;
}
else if (action.Equals("single"))
{
des = NormalizationAction.SingleField;
}
else if (action.Equals("oneof"))
{
des = NormalizationAction.OneOf;
}
else
{
throw new AnalystError("Unknown field type:" + action);
}
var nf = new AnalystField(name, des, high, low) {TimeSlice = timeSlice, Output = isOutput};
_script.Normalize.NormalizedFields.Add(nf);
}
else
{
first = false;
}
}
}
public EncogFileSection ReadNextSection()
{
EncogFileSection section;
try
{
string str;
string str3;
int index;
string str4;
string str5;
goto Label_0107;
Label_0005:
return this.xb32f8dd719a105db;
Label_0012:
this.x0fda809a7e14c39d = "";
this.x0f7286e9d651365c = "";
goto Label_00B5;
Label_002F:
if (this.x0fda809a7e14c39d.Length == 0)
{
goto Label_00CC;
}
this.xb32f8dd719a105db = new EncogFileSection(this.x0fda809a7e14c39d, this.x0f7286e9d651365c);
foreach (string str6 in this.x0383ec486664fa18)
{
this.xb32f8dd719a105db.Lines.Add(str6);
}
goto Label_0012;
Label_00B5:
if (0 == 0)
{
goto Label_0005;
}
return section;
Label_00CC:
section = null;
goto Label_0370;
Label_00D1:
if (this.x0fda809a7e14c39d.Length < 1)
{
throw new PersistError("Unknown command before first section: " + str);
}
Label_00F0:
this.x0383ec486664fa18.Add(str);
goto Label_0107;
Label_00FE:
if (str.Length >= 1)
{
goto Label_00D1;
}
Label_0107:
if ((str = this.xe134235b3526fa75.ReadLine()) != null)
{
goto Label_0328;
}
if (8 != 0)
{
goto Label_002F;
}
goto Label_0370;
Label_0125:
if (str.StartsWith("["))
{
goto Label_034A;
}
goto Label_00FE;
Label_0139:
throw new PersistError("Can't begin subsection " + str + ", while we are still in the section: " + this.x0fda809a7e14c39d);
Label_0157:
if (!str4.Equals(this.x0fda809a7e14c39d))
{
goto Label_0139;
}
Label_0166:
this.x0f7286e9d651365c = str5;
Label_016E:
return this.xb32f8dd719a105db;
Label_017D:
if (1 == 0)
{
goto Label_0166;
}
if (15 != 0)
{
goto Label_0157;
}
goto Label_0139;
Label_018F:
if (this.x0fda809a7e14c39d.Length < 1)
{
throw new PersistError("Can't begin subsection when a section has not yet been defined: " + str);
}
str4 = str3.Substring(0, index);
str5 = str3.Substring(index + 1);
goto Label_01D7;
Label_01B4:
if (index == -1)
{
goto Label_01FE;
}
if (3 == 0)
{
goto Label_0259;
}
goto Label_018F;
Label_01D7:
if ((((uint) index) + ((uint) index)) >= 0)
{
goto Label_017D;
}
if (0 == 0)
{
goto Label_0125;
}
goto Label_0215;
Label_01FE:
this.x0fda809a7e14c39d = str3;
this.x0f7286e9d651365c = "";
goto Label_016E;
Label_0215:
if (((uint) index) <= uint.MaxValue)
{
goto Label_00D1;
}
goto Label_0370;
Label_022C:
if (!str3.EndsWith("]"))
{
goto Label_0278;
}
goto Label_0259;
if ((((uint) index) & 0) != 0)
{
goto Label_022C;
}
if (8 == 0)
{
goto Label_0335;
}
Label_0259:
str3 = str3.Substring(0, str.Length - 2);
index = str3.IndexOf(':');
goto Label_028B;
Label_0278:
throw new PersistError("Invalid section: " + str);
Label_028B:
if (-1 != 0)
{
goto Label_01B4;
}
goto Label_0370;
Label_029A:
if ((((uint) index) | 2) != 0)
{
goto Label_022C;
}
if (((uint) index) < 0)
{
goto Label_018F;
}
goto Label_0278;
Label_02CF:
foreach (string str2 in this.x0383ec486664fa18)
{
this.xb32f8dd719a105db.Lines.Add(str2);
}
this.x0383ec486664fa18.Clear();
str3 = str.Substring(1).Trim();
goto Label_029A;
Label_0328:
str = str.Trim();
if (0 != 0)
{
goto Label_00F0;
}
Label_0335:
if (str.StartsWith("//"))
{
goto Label_0107;
}
goto Label_0125;
Label_034A:
this.xb32f8dd719a105db = new EncogFileSection(this.x0fda809a7e14c39d, this.x0f7286e9d651365c);
goto Label_02CF;
Label_0370:
if ((((uint) index) & 0) == 0)
{
return section;
}
goto Label_0005;
}
catch (IOException exception)
{
throw new PersistError(exception);
}
return section;
}
private void x3ed9c05d3bbdec37(EncogFileSection xb32f8dd719a105db)
{
bool flag;
AnalystSegregateTarget[] targetArray;
IList<AnalystSegregateTarget> list = new List<AnalystSegregateTarget>();
Label_003D:
flag = true;
if (-1 != 0)
{
}
using (IEnumerator<string> enumerator = xb32f8dd719a105db.Lines.GetEnumerator())
{
string str;
IList<string> list2;
AnalystSegregateTarget target;
Label_0055:
if (enumerator.MoveNext())
{
goto Label_00A0;
}
goto Label_00C0;
Label_0060:
flag = false;
goto Label_0055;
Label_0064:
list.Add(target);
goto Label_0055;
Label_006E:
list2 = EncogFileSection.SplitColumns(str);
string theFile = list2[0];
if (-2 == 0)
{
goto Label_0060;
}
int thePercent = int.Parse(list2[1]);
target = new AnalystSegregateTarget(theFile, thePercent);
goto Label_0064;
Label_00A0:
str = enumerator.Current;
if (!flag && (0 == 0))
{
goto Label_006E;
}
goto Label_0060;
}
Label_00C0:
targetArray = new AnalystSegregateTarget[list.Count];
int index = 0;
if ((((uint) flag) | 0xff) != 0)
{
while (index < targetArray.Length)
{
targetArray[index] = list[index];
index++;
}
this._x594135906c55045c.Segregate.SegregateTargets = targetArray;
if (0 != 0)
{
goto Label_003D;
}
}
}