private void Register()
{
try
{
if (!config.InstanceKey.HasValue || reregister)
{
try
{
var instances = new Instances(config);
Instance instance = new Instance() { TargetKey = config.TargetKey };
instances.CreateInstance(instance);
config.InstanceKey = instance.Key;
}
catch (Exception ex)
{
throw new DeploymentException("Failed registering instance.", ex);
}
try
{
Utils.Registry.Save(config);
}
catch (Exception ex)
{
throw new DeploymentException("Failed updating config after instance registration.", ex);
}
}
}
catch (Exception ex)
{
this.EventLog.WriteEntry("Failed service registration: " + ex.ToString(), EventLogEntryType.Error);
throw;
}
reregister = false;
}
public static void Main(string[] args) {
try {
int runs = 1;
string algo = "";
string data = "";
if(args.Length>0) runs = Convert.ToInt32(args[0]);
if(args.Length>1) algo = args[1];
if(args.Length>2) data = args[2];
Stopwatch read = new Stopwatch(),
build = new Stopwatch(),
classify = new Stopwatch();
for (int cnt=0; cnt<runs; cnt++) {
read.Start();
Instances train = new Instances(new java.io.FileReader(data+"train.arff"));
train.setClassIndex(train.numAttributes() - 1);
Instances test = new Instances(new java.io.FileReader(data+"test.arff"));
test.setClassIndex(test.numAttributes() - 1);
read.Stop();
Classifier[] clList = {
new weka.classifiers.bayes.NaiveBayes(),
new weka.classifiers.trees.RandomForest(),
new weka.classifiers.trees.J48(),
new weka.classifiers.functions.MultilayerPerceptron(),
new weka.classifiers.rules.ConjunctiveRule(),
new weka.classifiers.functions.SMO()
};
build.Start();
foreach (Classifier classifier in clList) {
if(algo.Equals("") || algo.Equals("All") || classifier.getClass().getSimpleName().Equals(algo))
classifier.buildClassifier(train);
}
build.Stop();
classify.Start();
foreach (Classifier classifier in clList) {
if(algo.Equals("") || algo.Equals("All") || classifier.getClass().getSimpleName().Equals(algo)) {
int numCorrect = 0;
for (int i = 0; i < test.numInstances(); i++)
{
if (classifier.classifyInstance(test.instance(i)) == test.instance(i).classValue())
numCorrect++;
}
//Console.Write(classifier.getClass().getSimpleName() + "\t" + numCorrect + " out of " + test.numInstances() + " correct (" +(100.0 * numCorrect / test.numInstances()) + "%)");
}
}
classify.Stop();
}
Console.WriteLine("{\""+ algo + "\"," + read.ElapsedMilliseconds + "," + build.ElapsedMilliseconds + "," + classify.ElapsedMilliseconds + "," + (read.ElapsedMilliseconds+build.ElapsedMilliseconds+classify.ElapsedMilliseconds)+"};");
if(args.Length>3) Console.ReadLine();
} catch (java.lang.Exception e){
e.printStackTrace();
}
}
public ActionResult AddTag(Guid id, string name, string value)
{
var instances = new Instances();
var instance = instances.GetInstance(id);
if (instance.Tags.ContainsKey(name))
throw new HttpException(406, "Tag name already exists");
instance.Tags.Add(name, value);
instances.UpdateInstance(instance);
if (Request.IsAjaxRequest())
return Json(null);
else
return RedirectToAction("EditTags", new { id = id });
}
private static void SearchAndDelete(Guid targetKey, Instances instancesController, Instance instance)
{
var aSecondInstance = new Instance() { Name = "A Second Instance", TargetKey = targetKey };
instancesController.CreateInstance(aSecondInstance);
var zThirdInstance = new Instance() { Name = "Z Third Instance", TargetKey = targetKey };
instancesController.CreateInstance(zThirdInstance);
var search1 = instancesController.SearchInstances(targetKey);
Debug.Assert(search1.TotalCount == 3);
Debug.Assert(search1.Instances.Count() == 3);
Debug.Assert(search1.Instances.ElementAt(0).Key == aSecondInstance.Key);
Debug.Assert(search1.Instances.ElementAt(1).Key == instance.Key);
Debug.Assert(search1.Instances.ElementAt(2).Key == zThirdInstance.Key);
var search2 = instancesController.SearchInstances(targetKey, "Test");
Debug.Assert(search2.TotalCount == 1);
Debug.Assert(search2.Instances.Count() == 1);
Debug.Assert(search2.Instances.ElementAt(0).Key == instance.Key);
var search3 = instancesController.SearchInstances(targetKey, pageSize: 1);
Debug.Assert(search3.TotalCount == 3);
Debug.Assert(search3.Instances.Count() == 1);
Debug.Assert(search3.Instances.ElementAt(0).Key == aSecondInstance.Key);
var search4 = instancesController.SearchInstances(targetKey, pageSize: 2);
Debug.Assert(search4.TotalCount == 3);
Debug.Assert(search4.Instances.Count() == 2);
Debug.Assert(search4.Instances.ElementAt(0).Key == aSecondInstance.Key);
Debug.Assert(search4.Instances.ElementAt(1).Key == instance.Key);
var search5 = instancesController.SearchInstances(targetKey, offset: 1);
Debug.Assert(search5.TotalCount == 3);
Debug.Assert(search5.Instances.Count() == 2);
Debug.Assert(search5.Instances.ElementAt(0).Key == instance.Key);
Debug.Assert(search5.Instances.ElementAt(1).Key == zThirdInstance.Key);
var search6 = instancesController.SearchInstances(targetKey, offset: 1, pageSize: 1);
Debug.Assert(search6.TotalCount == 3);
Debug.Assert(search6.Instances.Count() == 1);
Debug.Assert(search6.Instances.ElementAt(0).Key == instance.Key);
instancesController.DeleteInstance(aSecondInstance.Key);
instancesController.DeleteInstance(zThirdInstance.Key);
var searchDeleted = instancesController.SearchInstances(targetKey);
Debug.Assert(searchDeleted.TotalCount == 1);
Debug.Assert(searchDeleted.Instances.Count() == 1);
Debug.Assert(searchDeleted.Instances.ElementAt(0).Key == instance.Key);
}
public static Instance Run(ControllerConfiguration context, Guid targetKey)
{
var instancesController = new Instances(context);
var searchEmpty = instancesController.SearchInstances(targetKey);
Debug.Assert(searchEmpty.TotalCount == 0);
Debug.Assert(searchEmpty.Instances.Count() == 0);
var testInstance = new Instance() { TargetKey = targetKey };
instancesController.CreateInstance(testInstance);
var createdInstance = instancesController.GetInstance(testInstance.Key);
Debug.Assert(testInstance.Key == createdInstance.Key);
Debug.Assert(testInstance.Name == createdInstance.Name);
Debug.Assert(testInstance.TargetKey == createdInstance.TargetKey);
var searchSingle = instancesController.SearchInstances(targetKey);
Debug.Assert(searchSingle.TotalCount == 1);
Debug.Assert(searchSingle.Instances.Count() == 1);
Debug.Assert(searchSingle.Instances.First().Key == createdInstance.Key);
Debug.Assert(searchSingle.Instances.First().Name == createdInstance.Name);
createdInstance.Tags.Add("Foo", "Bar");
instancesController.UpdateInstance(createdInstance);
var taggedInstance = instancesController.GetInstance(createdInstance.Key);
Debug.Assert(taggedInstance.Tags.Count == 1);
Debug.Assert(taggedInstance.Tags.ContainsKey("Foo"));
Debug.Assert(taggedInstance.Tags["Foo"] == "Bar");
taggedInstance.Name = "Updated Test Instance";
instancesController.UpdateInstance(taggedInstance);
var renamedInstance = instancesController.GetInstance(taggedInstance.Key);
Debug.Assert(renamedInstance.Name == taggedInstance.Name);
var searchRenamed = instancesController.SearchInstances(targetKey);
Debug.Assert(searchRenamed.TotalCount == 1);
Debug.Assert(searchRenamed.Instances.First().Name == renamedInstance.Name);
taggedInstance.Name = "Test Instance";
instancesController.UpdateInstance(taggedInstance);
SearchAndDelete(targetKey, instancesController, taggedInstance);
return testInstance;
}
//
// GET: /Instances/ConfirmDelete/5
public ActionResult ConfirmDelete(Guid id)
{
var instances = new Instances();
var targets = new Targets();
var groups = new Groups();
var instance = instances.GetInstance(id);
var target = targets.GetTarget(instance.TargetKey);
var group = groups.GetGroup(target.GroupKey);
var model = new InstanceDetails()
{
Instance = instance,
Target = target,
Group = group,
};
return View(model);
}
//
// GET: /Logs/
public ActionResult Index(Guid iid, string m = null, int c = 50)
{
var logs = new Logs();
var instances = new Instances();
var targets = new Targets();
var groups = new Groups();
var logPage = logs.GetLogEntryPage(iid, m, c);
var instance = instances.GetInstance(iid);
var target = targets.GetTarget(instance.TargetKey);
var group = groups.GetGroup(target.GroupKey);
var model = new LogIndex()
{
LogEntryPage = logPage,
Instance = instance,
Target = target,
Group = group,
};
return View(model);
}
public ActionResult Details(Guid iid, long t, LogStatus s)
{
var logs = new Logs();
var instances = new Instances();
var targets = new Targets();
var groups = new Groups();
var log = logs.GetLogEntry(iid, new DateTime(t, DateTimeKind.Utc), s);
var instance = instances.GetInstance(iid);
var target = targets.GetTarget(instance.TargetKey);
var group = groups.GetGroup(target.GroupKey);
var model = new LogDetails()
{
LogEntry = log,
Instance = instance,
Target = target,
Group = group,
};
return View(model);
}
public JsonResult UpdateTag(Guid id, string oldName, string name, string value)
{
var instances = new Instances();
var instance = instances.GetInstance(id);
if (!instance.Tags.ContainsKey(oldName))
throw new HttpException(404, "Tag not found");
if (oldName == name)
{
instance.Tags[name] = value;
}
else if (instance.Tags.ContainsKey(name))
{
throw new HttpException(406, "Tag name already exists");
}
else
{
instance.Tags.Remove(oldName);
instance.Tags.Add(name, value);
}
instances.UpdateInstance(instance);
return Json(null);
}
//
// GET: /Instances/
public ActionResult Index(Guid tid, string q = null, int o = 0, int c = 50)
{
if (o < 0) o = 0;
if (c < 1) o = 1;
if (c > 100) o = 100;
var instances = new Instances();
var targets = new Targets();
var groups = new Groups();
var instanceList = instances.SearchInstances(tid, q, o, c);
var target = targets.GetTarget(tid);
var group = groups.GetGroup(target.GroupKey);
var model = new InstanceIndex()
{
InstanceList = instanceList,
Target = target,
Group = group,
};
return View(model);
}
public ActionResult Delete(Guid id, FormCollection collection)
{
var instances = new Instances();
var instance = instances.GetInstance(id);
try
{
instances.DeleteInstance(id);
return RedirectToAction("Index", new { tid = instance.TargetKey });
}
catch(Exception ex)
{
ModelState.AddModelError("Error", ex);
}
var targets = new Targets();
var groups = new Groups();
var target = targets.GetTarget(instance.TargetKey);
var group = groups.GetGroup(target.GroupKey);
var model = new InstanceDetails()
{
Instance = instance,
Target = target,
Group = group,
};
return View("ConfirmDelete", model);
}
protected virtual void OnDestroy()
{
Instances.Remove(this);
}
public IEnumerable <Feature> UniqueFeatures()
{
return(Instances.SelectMany(f => f.Features).DistinctBy(f => f.Axis + f.Value).ToList());
}
public override void OnAfterDelete()
{
Instances.Remove(this);
base.OnAfterDelete();
}
public static uint Report(byte resource, Instances instanceNumber, byte context = 0, string feature = null)
{
return HALReport(resource, (byte) instanceNumber, context, feature);
}
/// <summary>
/// Calculates giniLeft, giniRigth(these are fraction operations, so also calculates denominator and numerator of fractions)
/// then calvulates gini result for each inctance
/// Then calling the creating dataset function
/// </summary>
/// <param name="insts"></param>
/// <param name="categoryTypeNumber"></param>
/// <param name="categoryTypeTargetNumber"></param>
private void Gini(weka.core.Instances insts, List <int[]> categoryTypeNumber, List <int[, ]> categoryTypeTargetNumber)
{
List <double[]> giniResult = new List <double[]>();
for (int i = 0; i < categoryTypeNumber.Count; i++)
{
giniResult.Add(new double[categoryTypeNumber[i].Length]);
}
for (int i = 0; i < categoryTypeNumber.Count - 1; i++)
{
int changeAttribute = 0;
for (changeAttribute = 0; changeAttribute < categoryTypeNumber[i].Length; changeAttribute++)
{
List <Double> giniLeftNumerator = new List <Double>();
List <Double> giniRigthNumerator = new List <Double>(); //numerator -> pay
Double giniRigthDenominator = 0; //denominator -> payda
Double giniLeftDenominator = 0;
Double sumFunctionRight = 0;
Double giniRight = 0;
Double giniLeft = 0;
int categoryChange = 0;
Double sumFuntionLeft = 0;
for (categoryChange = 0; categoryChange < categoryTypeNumber[categoryTypeNumber.Count - 1].Length; categoryChange++)
{
giniLeftNumerator.Add(Convert.ToDouble(categoryTypeTargetNumber[i][changeAttribute, categoryChange]));
}
for (int index = 0; index < giniLeftNumerator.Count; index++)
{
giniLeftDenominator += giniLeftNumerator[index];
}
for (int z = giniLeftNumerator.Count; z > 0; z--)
{
sumFuntionLeft += Convert.ToDouble(Math.Pow(Math.Abs(giniLeftNumerator[z - 1] / giniLeftDenominator), 2));
}
giniLeft = 1 - sumFuntionLeft;
int[] targets = new int[giniLeftNumerator.Count];
for (int h = 0; h < categoryTypeNumber[i].Length; h++)
{
if (h != changeAttribute)
{
for (int z = 0; z < giniLeftNumerator.Count; z++)
{
giniRigthNumerator.Add(Convert.ToDouble(categoryTypeTargetNumber[i][h, z]));
targets[z] += categoryTypeTargetNumber[i][h, z];
}
}
}
for (int index = 0; index < giniRigthNumerator.Count; index++)
{
giniRigthDenominator += giniRigthNumerator[index];
}
for (int z = targets.Length; z > 0; z--)
{
sumFunctionRight += Convert.ToDouble(Math.Pow(Math.Abs(targets[z - 1] / giniRigthDenominator), 2));
}
giniRight = 1 - sumFunctionRight;
giniResult[i][changeAttribute] = Convert.ToDouble(1 / (giniLeftDenominator + giniRigthDenominator)) * Convert.ToDouble((giniLeftDenominator * giniLeft) + (giniRigthDenominator * giniRight));
}
Instances fileInst = new Instances(insts);
CreateNewDataset(fileInst, giniResult, giniPath);
}
}
private void OnDestroy()
{
Instances.Remove(this);
}
private void BuildInstances(Instances instances)
{
CacheHasClassValues();
Array.ForEach(data, r => instances.add(CreateInstanceForRow(r).Impl));
}
void IJsonSerializable.Serialize(JsonWriter writer)
{
// Types
if (Types != null && Types.Any())
{
writer.WritePropertyName("types");
writer.WriteStartObject();
foreach (var type in Types)
{
writer.WritePropertyName(type);
writer.WriteRawValue(GetTypeJson(type));
}
writer.WriteEndObject();
}
if (Instances != null && Instances.Any())
{
writer.WritePropertyName("instances");
writer.WriteStartObject();
foreach (var typeItem in Instances)
{
writer.WritePropertyName(typeItem.Key);
writer.WriteStartObject();
// Serialize static property values
if (typeItem.Value.StaticProperties.Count > 0)
{
writer.WritePropertyName("static");
writer.Serialize(
typeItem.Value.StaticProperties.ToDictionary(
property => property.Name,
property => JsonConverter.GetPropertyValue(property, property.DeclaringType)));
}
// Serialize instances
foreach (var instanceItem in typeItem.Value.Instances)
{
writer.WritePropertyName(instanceItem.Key);
writer.Serialize(instanceItem.Value);
}
writer.WriteEndObject();
}
writer.WriteEndObject();
}
if (Conditions != null && Conditions.Any())
{
writer.WritePropertyName("conditions");
writer.Serialize(Conditions);
}
if (Events != null && Events.Any())
{
writer.WritePropertyName("events");
writer.Serialize(Events);
}
if (Model != null && Model.Any())
{
writer.WritePropertyName("model");
writer.Serialize(Model);
}
if (ServerInfo != null)
{
writer.WritePropertyName("serverInfo");
writer.Serialize(ServerInfo);
}
if (Changes != null && Changes.Any())
{
writer.WritePropertyName("changes");
writer.Serialize(Changes.Where(modelEvent => !(modelEvent is ModelValueChangeEvent) || ExoWeb.IncludeInClientModel(((ModelValueChangeEvent)modelEvent).Property)));
}
}
/// <summary>
/// Attempts to construct a <see cref="IMonoid"/> over <typeparamref name="X"/> using derived aspects
/// </summary>
/// <typeparam name="X">The monoid element type</typeparam>
public static Option <IMonoid <X> > make <X>()
=> Try(() => Instances.TryFind(typeof(X))
.MapValueOrDefault(instance => cast <IMonoid <X> >(instance), DefaultMonoid <X> .instance));
public Dataset(Header header, Instance[] instances) : this()
{
Header = header ?? throw new ArgumentNullException(nameof(header));
Instances = instances ?? throw new ArgumentNullException(nameof(instances));
Name = (Header != null) ? Header.RelationName : "Unknown";
var iterableFeatures = Header.Features.Yaap(settings: new YaapSettings()
{
Description = $"Processing features of {Name}",
ColorScheme = YaapColorScheme.Bright,
UnitName = "feature"
});
foreach (var feature in iterableFeatures)
{
if (feature.Type is IntegerFeature)
{
var nonMissingValues = Instances.Where(x => !feature.Type.IsMissing(x[feature])).Select(x => (int)x[feature]).ToArray();
var valuesmissing = Instances.Length - nonMissingValues.Length;
int max, min;
if (nonMissingValues.Length > 0)
{
max = nonMissingValues.Max();
min = nonMissingValues.Min();
}
else
{
max = 0;
min = 0;
}
feature.FeatureInformation = new IntegerFeatureInformation()
{
MissingValueCount = valuesmissing,
MaxValue = max,
MinValue = min,
Feature = feature,
};
}
else if (feature.Type is NumericFeature)
{
var nonMissingValues = Instances.Where(x => !feature.Type.IsMissing(x[feature])).Select(x => (double)x[feature]).ToArray();
var valuesmissing = Instances.Length - nonMissingValues.Length;
double max, min;
if (nonMissingValues.Length > 0)
{
max = nonMissingValues.Max();
min = nonMissingValues.Min();
}
else
{
max = 0;
min = 0;
}
feature.FeatureInformation = new NumericFeatureInformation()
{
MissingValueCount = valuesmissing,
MaxValue = max,
MinValue = min,
Feature = feature,
};
}
else if (feature.Type is NominalFeature)
{
var len = ((NominalFeature)feature.Type).Values.Count;
double[] valuesCount = new double[len];
bool missingFeatures = Instances.Any(x => !feature.Type.IsMissing(x[feature]));
var iterableValues = Range(0, len).Yaap(settings: new YaapSettings()
{
Description = $"Counting each value of {feature.Name}'s appearances",
ColorScheme = YaapColorScheme.NoColor
});
foreach (var i in iterableValues)
{
valuesCount[i] = Instances.Where(x => !feature.Type.IsMissing(x[feature])).Count(x => (int)x[feature] == i);
}
//for (int i = 0; i < len; i++)
// valuesCount[i] = Instances.Where(x => !feature.Type.IsMissing(x[feature])).Count(x => (int)x[feature] == i);
var valuesmissing = Instances.Select(x => x[feature]).Count(feature.Type.IsMissing);
var valueProbability = valuesCount.Select(x => x / (valuesCount.Sum() * 1.0)).ToArray();
var ratio = valuesCount.Select(x => x / (valuesCount.Min() * 1F)).ToArray();
feature.FeatureInformation = new NominalFeatureInformation()
{
Distribution = valuesCount,
MissingValueCount = valuesmissing,
ValueProbability = valueProbability,
Ratio = ratio,
Feature = feature,
};
}
}
int objWithIncompleteData = 0;
var iterableInstances = Instances.Yaap(settings: new YaapSettings()
{
Description = "Processing instances...",
ColorScheme = YaapColorScheme.Bright,
UnitName = "feature"
});
foreach (var instance in iterableInstances)
{
if (Header.Features.Any(feature => feature.Type.IsMissing(instance[feature])))
{
objWithIncompleteData++;
}
}
DatasetInformation = new DatasetInformation()
{
ObjectsWithIncompleteData = objWithIncompleteData,
GlobalAbscenseInformation = Header.Features.Sum(feature => feature.FeatureInformation.MissingValueCount)
};
}
public int[] GetClasses() => Instances.Select(i => i.GetClass()).ToArray();
public double[] GetColumn(int featureIdx) => Instances.Select(i => i.GetColumn(featureIdx)).ToArray();
/// <summary>
/// Return results of Argos instances have been updated
/// </summary>
/// <returns></returns>
public async Task <IEnumerable <ArgosResult> > RunAsync()
{
var items = new List <ArgosResult>();
foreach (var instance in Instances.Where(a => a.IsDue))
{
try
{
//Log.Debug("Running {type} - {name}", instance.GetType().Name, instance.Id);
// Run instance
var result = await instance.RunAsync();
await _stateProcessor.ProcessAsync(instance.Definition, result.Items);
await _ruleProcessor.ProcessAsync(instance.Definition, result.Items);
// Check if state has changed since last time
ArgosResult previous = null;
if (_state.ContainsKey(instance.Id))
{
previous = _state[instance.Id];
}
if (!Compare.IsEqual(result, previous))
{
items.Add(result);
// #hack: dump result
Log.Debug(result.ToString());
}
_state[instance.Id] = result.Copy();
}
catch (Exception ex)
{
Log.Error(ex, ex.Message);
}
}
#region original
//// Get any argos definitions who's heartbeat is due
//foreach (var definition in GetDue())
// {
// try
// {
// ArgosResult lastRun;
// if (_state.ContainsKey(definition.Id))
// {
// lastRun = _state[definition.Id];
// }
// else
// {
// lastRun = new ArgosResult();
// _state.Add(definition.Id, lastRun);
// }
// var argos = _argos.Single(t => t.GetType().Name == definition.Type);
// //Validate(testdefinition, test.Meta);
// Log.Debug("Running {type} - {name}", argos.GetType().Name, definition.Id);
// var rs = await argos.RunAsync(definition);
// foreach(var item in rs.Items)
// {
// await _stateProcessor.ProcessAsync(definition, item);
// await _ruleProcessor.ProcessAsync(definition, item);
// }
// if (!Compare.ArgosResultsAreEqual(rs, lastRun))
// {
// //Log.Information("{argos} '{id}' Has changed: " + rs,
// // argos.GetType().Name,
// // definition.Id);
// items.Add(rs);
// }
// _state[definition.Id] = rs;
// }
// catch (Exception ex)
// {
// Log.Error(ex, ex.Message);
// }
// }
#endregion
return(items);
}
/// <summary>
/// Clears all type-mappings and instances.
/// </summary>
public void Clear()
{
Instances.Clear();
Mappings.Clear();
RelationshipMappings.Clear();
}
public double[] GetColumn(Feature feature) => Instances.Select(i => i.GetColumn(feature)).ToArray();
public ActionResult Result(Customer customer)
{
string projectPath = AppDomain.CurrentDomain.BaseDirectory;
string filePath = projectPath + "/csv-output/file.csv";
string delimiter = ",";
string header = "age, job, marital, education, default, housing, loan, contact, month, day_of_week, campaign, pdays, previous, poutcome, emp.var.rate, cons.price.idx, cons.conf.idx, euribor3m, nr.employed, y,";
string clientData = customer.Age.ToString() + delimiter
+ customer.Job + delimiter
+ customer.MaritalStatus + delimiter
+ customer.Education + delimiter
+ customer.Credit + delimiter
+ customer.HousingLoan + delimiter
+ customer.PersonalLoan + delimiter
+ customer.ContactType + delimiter
+ customer.LastContactMonth + delimiter
+ customer.LastContactDay + delimiter
+ customer.NumberOfContactsThis + delimiter
+ customer.DaysSinceLastContact.ToString() + delimiter
+ customer.NumberOfContactsPrior.ToString() + delimiter
+ customer.OutcomePreviousCampaign + delimiter
+ customer.EmploymentVariationRate + delimiter
+ customer.ConsumerPriceIndex + delimiter
+ customer.Euribor3Month + delimiter
+ customer.NumberOfEmployees + delimiter
+ " " + delimiter;
StringBuilder sb = new StringBuilder();
sb.AppendLine(header);
sb.AppendLine(clientData);
System.IO.File.WriteAllText(filePath, sb.ToString());
CSVLoader loader = new CSVLoader();
loader.setSource(new java.io.File(projectPath + "/csv-output/file.csv"));
Instances instances = loader.getDataSet();
Outcome outcome = MachineLearning(instances);
outcome.FirstInfluenceType = "Number of Employees:";
outcome.FirstInfluenceValue = customer.NumberOfEmployees.ToString();
outcome.FirstImageLink = "/Images/Influences/Employee.png";
outcome.SecondInfluenceType = "Euribor:";
outcome.SecondInfluenceValue = customer.Euribor3Month.ToString();
outcome.SecondImageLink = "/Images/Influences/Euribor.png";
outcome.ThirdInfluenceType = "Employment Variation Rate:";
outcome.ThirdInfluenceValue = customer.EmploymentVariationRate.ToString();
outcome.ThirdImageLink = "/Images/Influences/Job.png";
outcome.FourthInfluenceType = "Days Since Last Contact:";
outcome.FourthInfluenceValue = customer.DaysSinceLastContact.ToString();
outcome.FourthImageLink = "/Images/Influences/NumberContacts.png";
outcome.FifthInfluenceType = "Outcome of Previous Campaign:";
outcome.FifthInfluenceValue = customer.OutcomePreviousCampaign;
outcome.FifthImageLink = "/Images/Influences/PrevOutcome.png";
return(View(outcome));
}
public TheMasterInstructor(Serial serial)
: base(serial)
{
Instances.Add(this);
}
public async Task AndNode()
{
var padContract = new Engine.Contracts.PadContract()
{
Id = 1,
Name = "test"
};
var constant1 = new Engine.Contracts.NodeBaseContract()
{
Id = 1,
NodeId = 1,
OutNodes = new List <long>()
{
3
},
Type = NodeType.Input,
MetaData = new NodeMetaData()
{
NodeData = new NodeMetaDataAttribute()
{
NodeClass = typeof(ConstantNode)
},
FieldsMetaData = new List <FieldMetaDataAttribute>()
{
new FieldMetaDataAttribute()
{
Name = "Value",
ValueType = typeof(bool)
},
new FieldMetaDataAttribute()
{
Name = "ConstantType",
ValueType = typeof(ConstantType)
}
}
}
};
var constant2 = new Engine.Contracts.NodeBaseContract()
{
Id = 2,
NodeId = 2,
OutNodes = new List <long>()
{
3
},
Type = NodeType.Input,
MetaData = new NodeMetaData()
{
NodeData = new Engine.NodeMetaDataAttribute()
{
NodeClass = typeof(ConstantNode)
},
FieldsMetaData = new List <FieldMetaDataAttribute>()
{
new FieldMetaDataAttribute()
{
Name = "Value",
ValueType = typeof(bool)
},
new FieldMetaDataAttribute()
{
Name = "ConstantType",
ValueType = typeof(ConstantType)
}
}
}
};
var add = new Engine.Contracts.NodeBaseContract()
{
Id = 3,
NodeId = 3,
InNodes = new List <long>()
{
1, 2
},
Type = NodeType.Output,
MetaData = new NodeMetaData()
{
NodeData = new Engine.NodeMetaDataAttribute()
{
NodeClass = typeof(AndNode)
},
FieldsMetaData = new List <FieldMetaDataAttribute>()
{
new FieldMetaDataAttribute()
{
Name = "Left",
Direction = FieldDirection.Input,
MappedNodeId = 1,
MappedFieldName = "Value"
},
new FieldMetaDataAttribute()
{
Name = "Right",
MappedNodeId = 2,
Direction = FieldDirection.Input,
}
}
}
};
padContract.Nodes = new List <Engine.Contracts.NodeBaseContract>()
{
constant1, constant2, add
};
List <InstanceMapping> mappings = new List <InstanceMapping>()
{
new InstanceMapping()
{
NodeId = 1,
FieldMappings = new List <FieldMapping>()
{
new FieldMapping()
{
FieldName = "Value", Value = "True"
},
new FieldMapping()
{
FieldName = "ConstantType", Value = "Boolean"
},
}
},
new InstanceMapping()
{
NodeId = 2,
FieldMappings = new List <FieldMapping>()
{
new FieldMapping()
{
FieldName = "Value", Value = "False"
},
new FieldMapping()
{
FieldName = "ConstantType", Value = "Boolean"
},
}
}
};
var instance = new Instances(mappings);
var json = JsonConvert.SerializeObject(instance);
var pad = PadFactory.CreateInstance(padContract, ExecutionMode.Normal, instance);
await pad.Init();
await pad.Execute(pad.Context, instance);
Assert.Equal(ExecutionStatus.Success, pad.Context.Status);
Assert.Equal(false, pad.Context.Result);
}
public Instance InstanceFor(string name)
{
return(Instances.ContainsKey(name) ? Instances[name] : _instances.Values.ToArray().FirstOrDefault(x => x.Name == name));
}
public override void Render(RenderContext renderContext)
{
if (!IsRendering)
{
return;
}
if (Geometry == null)
{
return;
}
if (Visibility != Visibility.Visible)
{
return;
}
if (renderContext.IsShadowPass)
{
if (!IsThrowingShadow)
{
return;
}
}
/// --- set constant paramerers
var worldMatrix = modelMatrix * renderContext.WorldMatrix;
effectTransforms.mWorld.SetMatrix(ref worldMatrix);
/// --- check shadowmaps
hasShadowMap = renderHost.IsShadowMapEnabled;
effectMaterial.bHasShadowMapVariable.Set(hasShadowMap);
/// --- set material params
if (phongMaterial != null)
{
effectMaterial.vMaterialDiffuseVariable.Set(phongMaterial.DiffuseColor);
effectMaterial.vMaterialAmbientVariable.Set(phongMaterial.AmbientColor);
effectMaterial.vMaterialEmissiveVariable.Set(phongMaterial.EmissiveColor);
effectMaterial.vMaterialSpecularVariable.Set(phongMaterial.SpecularColor);
effectMaterial.vMaterialReflectVariable.Set(phongMaterial.ReflectiveColor);
effectMaterial.sMaterialShininessVariable.Set(phongMaterial.SpecularShininess);
/// --- has samples
effectMaterial.bHasDiffuseMapVariable.Set(phongMaterial.DiffuseMap != null);
effectMaterial.bHasNormalMapVariable.Set(phongMaterial.NormalMap != null);
/// --- set samplers
if (phongMaterial.DiffuseMap != null)
{
effectMaterial.texDiffuseMapVariable.SetResource(texDiffuseMapView);
}
if (phongMaterial.NormalMap != null)
{
effectMaterial.texNormalMapVariable.SetResource(texNormalMapView);
}
}
/// --- check instancing
hasInstances = (Instances != null) && (Instances.Any());
if (bHasInstances != null)
{
bHasInstances.Set(hasInstances);
}
/// --- set context
Device.ImmediateContext.InputAssembler.InputLayout = vertexLayout;
Device.ImmediateContext.InputAssembler.PrimitiveTopology = PrimitiveTopology.TriangleList;
Device.ImmediateContext.InputAssembler.SetIndexBuffer(indexBuffer, Format.R32_UInt, 0);
/// --- set rasterstate
Device.ImmediateContext.Rasterizer.State = rasterState;
if (hasInstances)
{
/// --- update instance buffer
if (isChanged)
{
instanceBuffer = Buffer.Create(Device, instanceArray, new BufferDescription(Matrix.SizeInBytes * instanceArray.Length, ResourceUsage.Dynamic, BindFlags.VertexBuffer, CpuAccessFlags.Write, ResourceOptionFlags.None, 0));
DataStream stream;
Device.ImmediateContext.MapSubresource(instanceBuffer, MapMode.WriteDiscard, MapFlags.None, out stream);
stream.Position = 0;
stream.WriteRange(instanceArray, 0, instanceArray.Length);
Device.ImmediateContext.UnmapSubresource(instanceBuffer, 0);
stream.Dispose();
isChanged = false;
}
/// --- INSTANCING: need to set 2 buffers
Device.ImmediateContext.InputAssembler.SetVertexBuffers(0, new[]
{
new VertexBufferBinding(vertexBuffer, DynamoMeshVertex.SizeInBytes, 0),
new VertexBufferBinding(instanceBuffer, Matrix.SizeInBytes, 0),
});
/// --- render the geometry
effectTechnique.GetPassByIndex(0).Apply(Device.ImmediateContext);
/// --- draw
Device.ImmediateContext.DrawIndexedInstanced(Geometry.Indices.Count, instanceArray.Length, 0, 0, 0);
}
else
{
/// --- bind buffer
Device.ImmediateContext.InputAssembler.SetVertexBuffers(0, new VertexBufferBinding(vertexBuffer, DynamoMeshVertex.SizeInBytes, 0));
/// --- render the geometry
effectTechnique.GetPassByIndex(0).Apply(Device.ImmediateContext);
/// --- draw
Device.ImmediateContext.DrawIndexed(Geometry.Indices.Count, 0, 0);
}
}
static void Main()
{
{
// Anonymous enums
int i = enum_thorough.AnonEnum1;
if (enum_thorough.ReallyAnInteger != 200) throw new Exception("Test Anon 1 failed");
i += enum_thorough.AnonSpaceEnum1;
i += AnonStruct.AnonStructEnum1;
}
{
colour red = colour.red;
enum_thorough.colourTest1(red);
enum_thorough.colourTest2(red);
enum_thorough.colourTest3(red);
enum_thorough.colourTest4(red);
enum_thorough.myColour = red;
}
{
SpeedClass s = new SpeedClass();
SpeedClass.speed speed = SpeedClass.speed.slow;
if (s.speedTest1(speed) != speed) throw new Exception("speedTest 1 failed");
if (s.speedTest2(speed) != speed) throw new Exception("speedTest 2 failed");
if (s.speedTest3(speed) != speed) throw new Exception("speedTest 3 failed");
if (s.speedTest4(speed) != speed) throw new Exception("speedTest 4 failed");
if (s.speedTest5(speed) != speed) throw new Exception("speedTest 5 failed");
if (s.speedTest6(speed) != speed) throw new Exception("speedTest 6 failed");
if (s.speedTest7(speed) != speed) throw new Exception("speedTest 7 failed");
if (s.speedTest8(speed) != speed) throw new Exception("speedTest 8 failed");
if (enum_thorough.speedTest1(speed) != speed) throw new Exception("speedTest Global 1 failed");
if (enum_thorough.speedTest2(speed) != speed) throw new Exception("speedTest Global 2 failed");
if (enum_thorough.speedTest3(speed) != speed) throw new Exception("speedTest Global 3 failed");
if (enum_thorough.speedTest4(speed) != speed) throw new Exception("speedTest Global 4 failed");
if (enum_thorough.speedTest5(speed) != speed) throw new Exception("speedTest Global 5 failed");
}
{
SpeedClass s = new SpeedClass();
SpeedClass.speed slow = SpeedClass.speed.slow;
SpeedClass.speed lightning = SpeedClass.speed.lightning;
if (s.mySpeedtd1 != slow) throw new Exception("mySpeedtd1 1 failed");
if ((int)s.mySpeedtd1 != 10) throw new Exception("mySpeedtd1 2 failed");
s.mySpeedtd1 = lightning;
if (s.mySpeedtd1 != lightning) throw new Exception("mySpeedtd1 3 failed");
if ((int)s.mySpeedtd1 != 31) throw new Exception("mySpeedtd1 4 failed");
}
{
if (enum_thorough.namedanonTest1(namedanon.NamedAnon2) != namedanon.NamedAnon2) throw new Exception("namedanonTest 1 failed");
}
{
twonames val = twonames.TwoNames2;
if (enum_thorough.twonamesTest1(val) != val) throw new Exception("twonamesTest 1 failed");
if (enum_thorough.twonamesTest2(val) != val) throw new Exception("twonamesTest 2 failed");
if (enum_thorough.twonamesTest3(val) != val) throw new Exception("twonamesTest 3 failed");
}
{
TwoNamesStruct t = new TwoNamesStruct();
TwoNamesStruct.twonames val = TwoNamesStruct.twonames.TwoNamesStruct1;
if (t.twonamesTest1(val) != val) throw new Exception("twonamesTest 1 failed");
if (t.twonamesTest2(val) != val) throw new Exception("twonamesTest 2 failed");
if (t.twonamesTest3(val) != val) throw new Exception("twonamesTest 3 failed");
}
{
namedanonspace val = namedanonspace.NamedAnonSpace2;
if (enum_thorough.namedanonspaceTest1(val) != val) throw new Exception("namedanonspaceTest 1 failed");
if (enum_thorough.namedanonspaceTest2(val) != val) throw new Exception("namedanonspaceTest 2 failed");
if (enum_thorough.namedanonspaceTest3(val) != val) throw new Exception("namedanonspaceTest 3 failed");
if (enum_thorough.namedanonspaceTest4(val) != val) throw new Exception("namedanonspaceTest 4 failed");
}
{
TemplateClassInt t = new TemplateClassInt();
TemplateClassInt.scientists galileo = TemplateClassInt.scientists.galileo;
if (t.scientistsTest1(galileo) != galileo) throw new Exception("scientistsTest 1 failed");
if (t.scientistsTest2(galileo) != galileo) throw new Exception("scientistsTest 2 failed");
if (t.scientistsTest3(galileo) != galileo) throw new Exception("scientistsTest 3 failed");
if (t.scientistsTest4(galileo) != galileo) throw new Exception("scientistsTest 4 failed");
if (t.scientistsTest5(galileo) != galileo) throw new Exception("scientistsTest 5 failed");
if (t.scientistsTest6(galileo) != galileo) throw new Exception("scientistsTest 6 failed");
if (t.scientistsTest7(galileo) != galileo) throw new Exception("scientistsTest 7 failed");
if (t.scientistsTest8(galileo) != galileo) throw new Exception("scientistsTest 8 failed");
if (t.scientistsTest9(galileo) != galileo) throw new Exception("scientistsTest 9 failed");
// if (t.scientistsTestA(galileo) != galileo) throw new Exception("scientistsTest A failed");
if (t.scientistsTestB(galileo) != galileo) throw new Exception("scientistsTest B failed");
// if (t.scientistsTestC(galileo) != galileo) throw new Exception("scientistsTest C failed");
if (t.scientistsTestD(galileo) != galileo) throw new Exception("scientistsTest D failed");
if (t.scientistsTestE(galileo) != galileo) throw new Exception("scientistsTest E failed");
if (t.scientistsTestF(galileo) != galileo) throw new Exception("scientistsTest F failed");
if (t.scientistsTestG(galileo) != galileo) throw new Exception("scientistsTest G failed");
if (t.scientistsTestH(galileo) != galileo) throw new Exception("scientistsTest H failed");
if (t.scientistsTestI(galileo) != galileo) throw new Exception("scientistsTest I failed");
if (t.scientistsTestJ(galileo) != galileo) throw new Exception("scientistsTest J failed");
if (enum_thorough.scientistsTest1(galileo) != galileo) throw new Exception("scientistsTest Global 1 failed");
if (enum_thorough.scientistsTest2(galileo) != galileo) throw new Exception("scientistsTest Global 2 failed");
if (enum_thorough.scientistsTest3(galileo) != galileo) throw new Exception("scientistsTest Global 3 failed");
if (enum_thorough.scientistsTest4(galileo) != galileo) throw new Exception("scientistsTest Global 4 failed");
if (enum_thorough.scientistsTest5(galileo) != galileo) throw new Exception("scientistsTest Global 5 failed");
if (enum_thorough.scientistsTest6(galileo) != galileo) throw new Exception("scientistsTest Global 6 failed");
if (enum_thorough.scientistsTest7(galileo) != galileo) throw new Exception("scientistsTest Global 7 failed");
if (enum_thorough.scientistsTest8(galileo) != galileo) throw new Exception("scientistsTest Global 8 failed");
}
{
TClassInt t = new TClassInt();
TClassInt.scientists bell = TClassInt.scientists.bell;
TemplateClassInt.scientists galileo = TemplateClassInt.scientists.galileo;
if (t.scientistsNameTest1(bell) != bell) throw new Exception("scientistsNameTest 1 failed");
if (t.scientistsNameTest2(bell) != bell) throw new Exception("scientistsNameTest 2 failed");
if (t.scientistsNameTest3(bell) != bell) throw new Exception("scientistsNameTest 3 failed");
if (t.scientistsNameTest4(bell) != bell) throw new Exception("scientistsNameTest 4 failed");
if (t.scientistsNameTest5(bell) != bell) throw new Exception("scientistsNameTest 5 failed");
if (t.scientistsNameTest6(bell) != bell) throw new Exception("scientistsNameTest 6 failed");
if (t.scientistsNameTest7(bell) != bell) throw new Exception("scientistsNameTest 7 failed");
if (t.scientistsNameTest8(bell) != bell) throw new Exception("scientistsNameTest 8 failed");
if (t.scientistsNameTest9(bell) != bell) throw new Exception("scientistsNameTest 9 failed");
// if (t.scientistsNameTestA(bell) != bell) throw new Exception("scientistsNameTest A failed");
if (t.scientistsNameTestB(bell) != bell) throw new Exception("scientistsNameTest B failed");
// if (t.scientistsNameTestC(bell) != bell) throw new Exception("scientistsNameTest C failed");
if (t.scientistsNameTestD(bell) != bell) throw new Exception("scientistsNameTest D failed");
if (t.scientistsNameTestE(bell) != bell) throw new Exception("scientistsNameTest E failed");
if (t.scientistsNameTestF(bell) != bell) throw new Exception("scientistsNameTest F failed");
if (t.scientistsNameTestG(bell) != bell) throw new Exception("scientistsNameTest G failed");
if (t.scientistsNameTestH(bell) != bell) throw new Exception("scientistsNameTest H failed");
if (t.scientistsNameTestI(bell) != bell) throw new Exception("scientistsNameTest I failed");
if (t.scientistsNameSpaceTest1(bell) != bell) throw new Exception("scientistsNameSpaceTest 1 failed");
if (t.scientistsNameSpaceTest2(bell) != bell) throw new Exception("scientistsNameSpaceTest 2 failed");
if (t.scientistsNameSpaceTest3(bell) != bell) throw new Exception("scientistsNameSpaceTest 3 failed");
if (t.scientistsNameSpaceTest4(bell) != bell) throw new Exception("scientistsNameSpaceTest 4 failed");
if (t.scientistsNameSpaceTest5(bell) != bell) throw new Exception("scientistsNameSpaceTest 5 failed");
if (t.scientistsNameSpaceTest6(bell) != bell) throw new Exception("scientistsNameSpaceTest 6 failed");
if (t.scientistsNameSpaceTest7(bell) != bell) throw new Exception("scientistsNameSpaceTest 7 failed");
if (t.scientistsOtherTest1(galileo) != galileo) throw new Exception("scientistsOtherTest 1 failed");
if (t.scientistsOtherTest2(galileo) != galileo) throw new Exception("scientistsOtherTest 2 failed");
if (t.scientistsOtherTest3(galileo) != galileo) throw new Exception("scientistsOtherTest 3 failed");
if (t.scientistsOtherTest4(galileo) != galileo) throw new Exception("scientistsOtherTest 4 failed");
if (t.scientistsOtherTest5(galileo) != galileo) throw new Exception("scientistsOtherTest 5 failed");
if (t.scientistsOtherTest6(galileo) != galileo) throw new Exception("scientistsOtherTest 6 failed");
if (t.scientistsOtherTest7(galileo) != galileo) throw new Exception("scientistsOtherTest 7 failed");
if (enum_thorough.scientistsNameTest1(bell) != bell) throw new Exception("scientistsNameTest Global 1 failed");
if (enum_thorough.scientistsNameTest2(bell) != bell) throw new Exception("scientistsNameTest Global 2 failed");
if (enum_thorough.scientistsNameTest3(bell) != bell) throw new Exception("scientistsNameTest Global 3 failed");
if (enum_thorough.scientistsNameTest4(bell) != bell) throw new Exception("scientistsNameTest Global 4 failed");
if (enum_thorough.scientistsNameTest5(bell) != bell) throw new Exception("scientistsNameTest Global 5 failed");
if (enum_thorough.scientistsNameTest6(bell) != bell) throw new Exception("scientistsNameTest Global 6 failed");
if (enum_thorough.scientistsNameTest7(bell) != bell) throw new Exception("scientistsNameTest Global 7 failed");
if (enum_thorough.scientistsNameSpaceTest1(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 1 failed");
if (enum_thorough.scientistsNameSpaceTest2(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 2 failed");
if (enum_thorough.scientistsNameSpaceTest3(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 3 failed");
if (enum_thorough.scientistsNameSpaceTest4(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 4 failed");
if (enum_thorough.scientistsNameSpaceTest5(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 5 failed");
if (enum_thorough.scientistsNameSpaceTest6(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 6 failed");
if (enum_thorough.scientistsNameSpaceTest7(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 7 failed");
if (enum_thorough.scientistsNameSpaceTest8(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 8 failed");
if (enum_thorough.scientistsNameSpaceTest9(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 9 failed");
if (enum_thorough.scientistsNameSpaceTestA(bell) != bell) throw new Exception("scientistsNameSpaceTest Global A failed");
if (enum_thorough.scientistsNameSpaceTestB(bell) != bell) throw new Exception("scientistsNameSpaceTest Global B failed");
if (enum_thorough.scientistsNameSpaceTestC(bell) != bell) throw new Exception("scientistsNameSpaceTest Global C failed");
if (enum_thorough.scientistsNameSpaceTestD(bell) != bell) throw new Exception("scientistsNameSpaceTest Global D failed");
if (enum_thorough.scientistsNameSpaceTestE(bell) != bell) throw new Exception("scientistsNameSpaceTest Global E failed");
if (enum_thorough.scientistsNameSpaceTestF(bell) != bell) throw new Exception("scientistsNameSpaceTest Global F failed");
if (enum_thorough.scientistsNameSpaceTestG(bell) != bell) throw new Exception("scientistsNameSpaceTest Global G failed");
if (enum_thorough.scientistsNameSpaceTestH(bell) != bell) throw new Exception("scientistsNameSpaceTest Global H failed");
if (enum_thorough.scientistsNameSpaceTestI(bell) != bell) throw new Exception("scientistsNameSpaceTest Global I failed");
if (enum_thorough.scientistsNameSpaceTestJ(bell) != bell) throw new Exception("scientistsNameSpaceTest Global J failed");
if (enum_thorough.scientistsNameSpaceTestK(bell) != bell) throw new Exception("scientistsNameSpaceTest Global K failed");
if (enum_thorough.scientistsNameSpaceTestL(bell) != bell) throw new Exception("scientistsNameSpaceTest Global L failed");
}
{
newname val = newname.argh;
if (enum_thorough.renameTest1(val) != val) throw new Exception("renameTest Global 1 failed");
if (enum_thorough.renameTest2(val) != val) throw new Exception("renameTest Global 2 failed");
}
{
NewNameStruct n = new NewNameStruct();
if (n.renameTest1(NewNameStruct.enumeration.bang) != NewNameStruct.enumeration.bang) throw new Exception("renameTest 1 failed");
if (n.renameTest2(NewNameStruct.enumeration.bang) != NewNameStruct.enumeration.bang) throw new Exception("renameTest 2 failed");
if (n.renameTest3(NewNameStruct.simplerenamed.simple1) != NewNameStruct.simplerenamed.simple1) throw new Exception("renameTest 3 failed");
if (n.renameTest4(NewNameStruct.doublenamerenamed.doublename1) != NewNameStruct.doublenamerenamed.doublename1) throw new Exception("renameTest 4 failed");
if (n.renameTest5(NewNameStruct.doublenamerenamed.doublename1) != NewNameStruct.doublenamerenamed.doublename1) throw new Exception("renameTest 5 failed");
if (n.renameTest6(NewNameStruct.singlenamerenamed.singlename1) != NewNameStruct.singlenamerenamed.singlename1) throw new Exception("renameTest 6 failed");
}
{
if (enum_thorough.renameTest3(NewNameStruct.enumeration.bang) != NewNameStruct.enumeration.bang) throw new Exception("renameTest Global 3 failed");
if (enum_thorough.renameTest4(NewNameStruct.simplerenamed.simple1) != NewNameStruct.simplerenamed.simple1) throw new Exception("renameTest Global 4 failed");
if (enum_thorough.renameTest5(NewNameStruct.doublenamerenamed.doublename1) != NewNameStruct.doublenamerenamed.doublename1) throw new Exception("renameTest Global 5 failed");
if (enum_thorough.renameTest6(NewNameStruct.doublenamerenamed.doublename1) != NewNameStruct.doublenamerenamed.doublename1) throw new Exception("renameTest Global 6 failed");
if (enum_thorough.renameTest7(NewNameStruct.singlenamerenamed.singlename1) != NewNameStruct.singlenamerenamed.singlename1) throw new Exception("renameTest Global 7 failed");
}
{
TreesClass t = new TreesClass();
TreesClass.trees pine = TreesClass.trees.pine;
if (t.treesTest1(pine) != pine) throw new Exception("treesTest 1 failed");
if (t.treesTest2(pine) != pine) throw new Exception("treesTest 2 failed");
if (t.treesTest3(pine) != pine) throw new Exception("treesTest 3 failed");
if (t.treesTest4(pine) != pine) throw new Exception("treesTest 4 failed");
if (t.treesTest5(pine) != pine) throw new Exception("treesTest 5 failed");
if (t.treesTest6(pine) != pine) throw new Exception("treesTest 6 failed");
if (t.treesTest7(pine) != pine) throw new Exception("treesTest 7 failed");
if (t.treesTest8(pine) != pine) throw new Exception("treesTest 8 failed");
if (t.treesTest9(pine) != pine) throw new Exception("treesTest 9 failed");
if (t.treesTestA(pine) != pine) throw new Exception("treesTest A failed");
if (t.treesTestB(pine) != pine) throw new Exception("treesTest B failed");
if (t.treesTestC(pine) != pine) throw new Exception("treesTest C failed");
if (t.treesTestD(pine) != pine) throw new Exception("treesTest D failed");
if (t.treesTestE(pine) != pine) throw new Exception("treesTest E failed");
if (t.treesTestF(pine) != pine) throw new Exception("treesTest F failed");
if (t.treesTestG(pine) != pine) throw new Exception("treesTest G failed");
if (t.treesTestH(pine) != pine) throw new Exception("treesTest H failed");
if (t.treesTestI(pine) != pine) throw new Exception("treesTest I failed");
if (t.treesTestJ(pine) != pine) throw new Exception("treesTest J failed");
if (t.treesTestK(pine) != pine) throw new Exception("treesTest K failed");
if (t.treesTestL(pine) != pine) throw new Exception("treesTest L failed");
if (t.treesTestM(pine) != pine) throw new Exception("treesTest M failed");
if (t.treesTestN(pine) != pine) throw new Exception("treesTest N failed");
if (t.treesTestO(pine) != pine) throw new Exception("treesTest O failed");
if (enum_thorough.treesTest1(pine) != pine) throw new Exception("treesTest Global 1 failed");
if (enum_thorough.treesTest2(pine) != pine) throw new Exception("treesTest Global 2 failed");
if (enum_thorough.treesTest3(pine) != pine) throw new Exception("treesTest Global 3 failed");
if (enum_thorough.treesTest4(pine) != pine) throw new Exception("treesTest Global 4 failed");
if (enum_thorough.treesTest5(pine) != pine) throw new Exception("treesTest Global 5 failed");
if (enum_thorough.treesTest6(pine) != pine) throw new Exception("treesTest Global 6 failed");
if (enum_thorough.treesTest7(pine) != pine) throw new Exception("treesTest Global 7 failed");
if (enum_thorough.treesTest8(pine) != pine) throw new Exception("treesTest Global 8 failed");
if (enum_thorough.treesTest9(pine) != pine) throw new Exception("treesTest Global 9 failed");
if (enum_thorough.treesTestA(pine) != pine) throw new Exception("treesTest Global A failed");
if (enum_thorough.treesTestB(pine) != pine) throw new Exception("treesTest Global B failed");
if (enum_thorough.treesTestC(pine) != pine) throw new Exception("treesTest Global C failed");
if (enum_thorough.treesTestD(pine) != pine) throw new Exception("treesTest Global D failed");
if (enum_thorough.treesTestE(pine) != pine) throw new Exception("treesTest Global E failed");
if (enum_thorough.treesTestF(pine) != pine) throw new Exception("treesTest Global F failed");
if (enum_thorough.treesTestG(pine) != pine) throw new Exception("treesTest Global G failed");
if (enum_thorough.treesTestH(pine) != pine) throw new Exception("treesTest Global H failed");
if (enum_thorough.treesTestI(pine) != pine) throw new Exception("treesTest Global I failed");
if (enum_thorough.treesTestJ(pine) != pine) throw new Exception("treesTest Global J failed");
if (enum_thorough.treesTestK(pine) != pine) throw new Exception("treesTest Global K failed");
if (enum_thorough.treesTestL(pine) != pine) throw new Exception("treesTest Global L failed");
if (enum_thorough.treesTestM(pine) != pine) throw new Exception("treesTest Global M failed");
// if (enum_thorough.treesTestN(pine) != pine) throw new Exception("treesTest Global N failed");
if (enum_thorough.treesTestO(pine) != pine) throw new Exception("treesTest Global O failed");
if (enum_thorough.treesTestP(pine) != pine) throw new Exception("treesTest Global P failed");
if (enum_thorough.treesTestQ(pine) != pine) throw new Exception("treesTest Global Q failed");
if (enum_thorough.treesTestR(pine) != pine) throw new Exception("treesTest Global R failed");
}
{
HairStruct h = new HairStruct();
HairStruct.hair ginger = HairStruct.hair.ginger;
if (h.hairTest1(ginger) != ginger) throw new Exception("hairTest 1 failed");
if (h.hairTest2(ginger) != ginger) throw new Exception("hairTest 2 failed");
if (h.hairTest3(ginger) != ginger) throw new Exception("hairTest 3 failed");
if (h.hairTest4(ginger) != ginger) throw new Exception("hairTest 4 failed");
if (h.hairTest5(ginger) != ginger) throw new Exception("hairTest 5 failed");
if (h.hairTest6(ginger) != ginger) throw new Exception("hairTest 6 failed");
if (h.hairTest7(ginger) != ginger) throw new Exception("hairTest 7 failed");
if (h.hairTest8(ginger) != ginger) throw new Exception("hairTest 8 failed");
if (h.hairTest9(ginger) != ginger) throw new Exception("hairTest 9 failed");
if (h.hairTestA(ginger) != ginger) throw new Exception("hairTest A failed");
if (h.hairTestB(ginger) != ginger) throw new Exception("hairTest B failed");
colour red = colour.red;
if (h.colourTest1(red) != red) throw new Exception("colourTest HairStruct 1 failed");
if (h.colourTest2(red) != red) throw new Exception("colourTest HairStruct 2 failed");
if (h.namedanonTest1(namedanon.NamedAnon2) != namedanon.NamedAnon2) throw new Exception("namedanonTest HairStruct 1 failed");
if (h.namedanonspaceTest1(namedanonspace.NamedAnonSpace2) != namedanonspace.NamedAnonSpace2) throw new Exception("namedanonspaceTest HairStruct 1 failed");
TreesClass.trees fir = TreesClass.trees.fir;
if (h.treesGlobalTest1(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 1 failed");
if (h.treesGlobalTest2(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 2 failed");
if (h.treesGlobalTest3(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 3 failed");
if (h.treesGlobalTest4(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 4 failed");
}
{
HairStruct.hair blonde = HairStruct.hair.blonde;
if (enum_thorough.hairTest1(blonde) != blonde) throw new Exception("hairTest Global 1 failed");
if (enum_thorough.hairTest2(blonde) != blonde) throw new Exception("hairTest Global 2 failed");
if (enum_thorough.hairTest3(blonde) != blonde) throw new Exception("hairTest Global 3 failed");
if (enum_thorough.hairTest4(blonde) != blonde) throw new Exception("hairTest Global 4 failed");
if (enum_thorough.hairTest5(blonde) != blonde) throw new Exception("hairTest Global 5 failed");
if (enum_thorough.hairTest6(blonde) != blonde) throw new Exception("hairTest Global 6 failed");
if (enum_thorough.hairTest7(blonde) != blonde) throw new Exception("hairTest Global 7 failed");
if (enum_thorough.hairTest8(blonde) != blonde) throw new Exception("hairTest Global 8 failed");
if (enum_thorough.hairTest9(blonde) != blonde) throw new Exception("hairTest Global 9 failed");
if (enum_thorough.hairTestA(blonde) != blonde) throw new Exception("hairTest Global A failed");
if (enum_thorough.hairTestB(blonde) != blonde) throw new Exception("hairTest Global B failed");
if (enum_thorough.hairTestC(blonde) != blonde) throw new Exception("hairTest Global C failed");
if (enum_thorough.hairTestA1(blonde) != blonde) throw new Exception("hairTest Global A1 failed");
if (enum_thorough.hairTestA2(blonde) != blonde) throw new Exception("hairTest Global A2 failed");
if (enum_thorough.hairTestA3(blonde) != blonde) throw new Exception("hairTest Global A3 failed");
if (enum_thorough.hairTestA4(blonde) != blonde) throw new Exception("hairTest Global A4 failed");
if (enum_thorough.hairTestA5(blonde) != blonde) throw new Exception("hairTest Global A5 failed");
if (enum_thorough.hairTestA6(blonde) != blonde) throw new Exception("hairTest Global A6 failed");
if (enum_thorough.hairTestA7(blonde) != blonde) throw new Exception("hairTest Global A7 failed");
if (enum_thorough.hairTestA8(blonde) != blonde) throw new Exception("hairTest Global A8 failed");
if (enum_thorough.hairTestA9(blonde) != blonde) throw new Exception("hairTest Global A9 failed");
if (enum_thorough.hairTestAA(blonde) != blonde) throw new Exception("hairTest Global AA failed");
if (enum_thorough.hairTestAB(blonde) != blonde) throw new Exception("hairTest Global AB failed");
if (enum_thorough.hairTestAC(blonde) != blonde) throw new Exception("hairTest Global AC failed");
if (enum_thorough.hairTestB1(blonde) != blonde) throw new Exception("hairTest Global B1 failed");
if (enum_thorough.hairTestB2(blonde) != blonde) throw new Exception("hairTest Global B2 failed");
if (enum_thorough.hairTestB3(blonde) != blonde) throw new Exception("hairTest Global B3 failed");
if (enum_thorough.hairTestB4(blonde) != blonde) throw new Exception("hairTest Global B4 failed");
if (enum_thorough.hairTestB5(blonde) != blonde) throw new Exception("hairTest Global B5 failed");
if (enum_thorough.hairTestB6(blonde) != blonde) throw new Exception("hairTest Global B6 failed");
if (enum_thorough.hairTestB7(blonde) != blonde) throw new Exception("hairTest Global B7 failed");
if (enum_thorough.hairTestB8(blonde) != blonde) throw new Exception("hairTest Global B8 failed");
if (enum_thorough.hairTestB9(blonde) != blonde) throw new Exception("hairTest Global B9 failed");
if (enum_thorough.hairTestBA(blonde) != blonde) throw new Exception("hairTest Global BA failed");
if (enum_thorough.hairTestBB(blonde) != blonde) throw new Exception("hairTest Global BB failed");
if (enum_thorough.hairTestBC(blonde) != blonde) throw new Exception("hairTest Global BC failed");
if (enum_thorough.hairTestC1(blonde) != blonde) throw new Exception("hairTest Global C1 failed");
if (enum_thorough.hairTestC2(blonde) != blonde) throw new Exception("hairTest Global C2 failed");
if (enum_thorough.hairTestC3(blonde) != blonde) throw new Exception("hairTest Global C3 failed");
if (enum_thorough.hairTestC4(blonde) != blonde) throw new Exception("hairTest Global C4 failed");
if (enum_thorough.hairTestC5(blonde) != blonde) throw new Exception("hairTest Global C5 failed");
if (enum_thorough.hairTestC6(blonde) != blonde) throw new Exception("hairTest Global C6 failed");
if (enum_thorough.hairTestC7(blonde) != blonde) throw new Exception("hairTest Global C7 failed");
if (enum_thorough.hairTestC8(blonde) != blonde) throw new Exception("hairTest Global C8 failed");
if (enum_thorough.hairTestC9(blonde) != blonde) throw new Exception("hairTest Global C9 failed");
if (enum_thorough.hairTestCA(blonde) != blonde) throw new Exception("hairTest Global CA failed");
if (enum_thorough.hairTestCB(blonde) != blonde) throw new Exception("hairTest Global CB failed");
if (enum_thorough.hairTestCC(blonde) != blonde) throw new Exception("hairTest Global CC failed");
}
{
FirStruct f = new FirStruct();
HairStruct.hair blonde = HairStruct.hair.blonde;
if (f.hairTestFir1(blonde) != blonde) throw new Exception("hairTestFir 1 failed");
if (f.hairTestFir2(blonde) != blonde) throw new Exception("hairTestFir 2 failed");
if (f.hairTestFir3(blonde) != blonde) throw new Exception("hairTestFir 3 failed");
if (f.hairTestFir4(blonde) != blonde) throw new Exception("hairTestFir 4 failed");
if (f.hairTestFir5(blonde) != blonde) throw new Exception("hairTestFir 5 failed");
if (f.hairTestFir6(blonde) != blonde) throw new Exception("hairTestFir 6 failed");
if (f.hairTestFir7(blonde) != blonde) throw new Exception("hairTestFir 7 failed");
if (f.hairTestFir8(blonde) != blonde) throw new Exception("hairTestFir 8 failed");
if (f.hairTestFir9(blonde) != blonde) throw new Exception("hairTestFir 9 failed");
if (f.hairTestFirA(blonde) != blonde) throw new Exception("hairTestFir A failed");
}
{
enum_thorough.GlobalInstance = enum_thorough.globalinstance2;
if (enum_thorough.GlobalInstance != enum_thorough.globalinstance2) throw new Exception("GlobalInstance 1 failed");
Instances i = new Instances();
i.MemberInstance = Instances.memberinstance3;
if (i.MemberInstance != Instances.memberinstance3) throw new Exception("MemberInstance 1 failed");
}
{
if ((int)enum_thorough.repeatTest(repeat.one) != 1) throw new Exception("repeatTest 1 failed");
if ((int)enum_thorough.repeatTest(repeat.initial) != 1) throw new Exception("repeatTest 2 failed");
if ((int)enum_thorough.repeatTest(repeat.two) != 2) throw new Exception("repeatTest 3 failed");
if ((int)enum_thorough.repeatTest(repeat.three) != 3) throw new Exception("repeatTest 4 failed");
if ((int)enum_thorough.repeatTest(repeat.last) != 3) throw new Exception("repeatTest 5 failed");
if ((int)enum_thorough.repeatTest(repeat.end) != 3) throw new Exception("repeatTest 6 failed");
}
}
public void FactoryExampleTest()
{
var dataset = TestDatasets.adultText;
string dataFilename = GetDataPath(dataset.trainFilename);
string testDataFilename = GetDataPath(dataset.testFilename);
///********* Training a model *******//
string modelFilename = Path.GetTempFileName();
TLCArguments cmd = new TLCArguments();
Assert.IsTrue(CmdParser.ParseArguments(dataset.extraSettings, cmd));
cmd.command = Command.Train;
cmd.modelfile = modelFilename;
cmd.datafile = dataFilename;
cmd.instancesSettings = dataset.settings;
cmd.classifierName = TestLearners.linearSVM.Trainer;
RunExperiments.Run(cmd);
// Load and make predictions with a previously saved model.
IDataModel dataModel;
IDataStats dataStats;
var predictor = (IDistributionPredictor <Instance, Float, Float>)PredictorUtils.LoadPredictor(
out dataModel, out dataStats, modelFilename);
var instanceFactory = ReflectionUtilsOld.CreateInstanceOld <IInstanceFactory, SignatureInstances>(
cmd.instancesClass, cmd.instancesSettings, null, dataModel);
bool headerSkip = true;
List <Float> outputs = new List <Float>();
List <Float> probabilities = new List <Float>();
using (StreamReader reader = new StreamReader(testDataFilename))
{
List <string> features = new List <string>();
string text;
long line = 0;
while ((text = reader.ReadLine()) != null)
{
++line;
if (string.IsNullOrWhiteSpace(text))
{
continue;
}
string[] cols = text.Split(',');
Assert.IsTrue(cols.Length == 15);
if (headerSkip)
{
// skip header line
headerSkip = false;
continue;
}
features.Clear();
// Add in the "max dimensionality"
features.Add("15");
for (int col = 0; col < cols.Length; col++)
{
string s = cols[col].Trim();
switch (col)
{
case 0:
case 2:
case 4:
case 10:
case 11:
case 12:
case 14:
// numeric feature or label -- add if non-zero
Float val = InstancesUtils.FloatParse(s);
if (val == 0) // Beware of NaNs - they should be recorded!
{
continue;
}
break;
}
features.Add(col + ":" + s);
}
Instance instance = instanceFactory.ProduceInstance(line, features.ToArray());
Float rawOutput, probability;
probability = predictor.PredictDistribution(instance, out rawOutput);
outputs.Add(rawOutput);
probabilities.Add(probability);
}
}
List <Float> originalOutputs = new List <Float>();
List <Float> originalProbabilities = new List <Float>();
var env = new LocalEnvironment(SysRandom.Wrap(RunExperiments.GetRandom(cmd)));
Instances instances = RunExperiments.CreateTestData(cmd, testDataFilename, dataModel, null, env);
foreach (Instance instance in instances)
{
Float rawOutput, probability;
probability = predictor.PredictDistribution(instance, out rawOutput);
originalOutputs.Add(rawOutput);
originalProbabilities.Add(probability);
}
CollectionAssert.AreEqual(outputs, originalOutputs);
CollectionAssert.AreEqual(probabilities, originalProbabilities);
File.Delete(modelFilename);
Done();
}
public double[][] GetColumns(IEnumerable <string> featureNames) => Instances.Select(i => i.GetColumns(featureNames)).ToArray();
public ActionResult Create(Guid tid, string name)
{
var newInstance = new Instance()
{
Name = name,
TargetKey = tid,
};
if (string.IsNullOrWhiteSpace(name)) ModelState.AddModelError("name", "Name is required.");
if (ModelState.IsValid)
{
try
{
var instances = new Instances();
instances.CreateInstance(newInstance);
return RedirectToAction("Details", new { id = newInstance.Key });
}
catch (Exception ex)
{
ModelState.AddModelError("Error", ex);
}
}
var targets = new Targets();
var groups = new Groups();
var target = targets.GetTarget(tid);
var group = groups.GetGroup(target.GroupKey);
var model = new InstanceDetails()
{
Instance = newInstance,
Target = target,
Group = group,
};
return View(model);
}
public JsonResult RemoveTag(Guid id, string name)
{
var instances = new Instances();
var instance = instances.GetInstance(id);
if (!instance.Tags.ContainsKey(name))
throw new HttpException(404, "Tag not found");
instance.Tags.Remove(name);
instances.UpdateInstance(instance);
return Json(null);
}
private void SetInstance(string name, Instances ?val)
{
if (!PropertyExists(name))
{
}
else {
string strval = "";
switch (val)
{
case Instances.Dev:
strval = "Dev";
break;
case Instances.IT:
strval = "IT";
break;
case Instances.UAT:
strval = "UAT";
break;
default:
strval = "Prod";
break;
}
Properties.Settings.Default[name] = strval;
}
}
/// <summary>
/// Загружает классы из библиотек
/// </summary>
/// <param name="routFolder">Корневая директория</param>
public new void LoadLibraries(string routFolder = null)
{
base.LoadLibraries(routFolder);
_classByName = Instances.Where(m => m is IClassInfo).ToDictionary(m => ((IClassInfo)m).ClassName, m => m);
}
public double[] GetColumn(string featureName) => Instances.Select(i => i.GetColumn(featureName)).ToArray();
private Instances GetInstance(string name, Instances deflt)
{
if (PropertyExists(name))
{
string inst = (string)Properties.Settings.Default[name];
switch (inst)
{
case "Dev":
return Instances.Dev;
case "IT":
return Instances.IT;
case "UAT":
return Instances.UAT;
default:
return Instances.Prod;
}
}
else
{
return deflt;
}
}
public double[][] GetColumns(IEnumerable <int> featureIdxs) => Instances.Select(i => i.GetColumns(featureIdxs)).ToArray();
public static double classifyCrossFold_Train_Test_onlySelectedClass(string classifierFileName, int baseClasses, Classifier _classifier)
{
double performance = 0.0;
try
{
List <BrResult> results = new List <BrResult>();
for (int singleClass = 1; singleClass <= baseClasses; singleClass++)
{
string eachFileName = String.Format("{0}_{1}.arff", classifierFileName, singleClass);
BrResult result = new BrResult();
result.classNumber = singleClass;
FileReader javaFileReader = new FileReader(eachFileName);
weka.core.Instances insts = new weka.core.Instances(javaFileReader);
javaFileReader.close();
insts.setClassIndex(insts.numAttributes() - 1);
List <Result> eachResults = new List <Result>();
var totalnstances = insts.numInstances();
var foldsInstances = totalnstances / 10;
Instances foldsData = new Instances(insts);
var folds = 10;
int numCorrect = 0;
int dataIndex = 0;
for (int n = 0; n < folds; n++)
{
System.Console.WriteLine("Performing " + n + " folds");
Instances trainFold = foldsData.trainCV(folds, n);
var numnerOfTrainInst = trainFold.numInstances();
Instances testFold = foldsData.testCV(folds, n);
var numnerOfTestInst = testFold.numInstances();
_classifier.buildClassifier(trainFold);
//List<Result> eachResults = new List<Result>();
for (int test = 0; test < numnerOfTestInst; test++)
{
dataIndex++;
Result eachRow = new Result();
eachRow.lineIndex = 0;
weka.core.Instance currentInst = testFold.instance(test);
double predictClass = _classifier.classifyInstance(currentInst);
//double[] dist = _classifier.distributionForInstance(currentInst);
string actualClass = testFold.classAttribute().value((int)testFold.instance(test).classValue());
string predictedClass = testFold.classAttribute().value((int)predictClass);
//var abcd = _classifier.getClass();
if (predictedClass == actualClass)
{
eachRow.correct = "1";
numCorrect++;
}
else
{
eachRow.correct = "0";
}
eachRow.lineIndex = dataIndex;
eachRow.classActual = actualClass;
eachRow.classPredicted = predictedClass;
eachResults.Add(eachRow);
}
}
result.classResult = eachResults;
results.Add(result);
//System.Console.WriteLine(numCorrect + " out of " + testSize + " correct (" + (double)((double)numCorrect / (double)testSize * 100.0) + "%)");
}
#region Evaludation Matrix
var evaluationMatrix = new Dictionary <int, string>();
foreach (var res in results)
{
foreach (var classRes in res.classResult)
{
if (!evaluationMatrix.Keys.Contains(classRes.lineIndex))
{
evaluationMatrix[classRes.lineIndex] = classRes.correct.toString();
}
else
{
evaluationMatrix[classRes.lineIndex] = evaluationMatrix[classRes.lineIndex].toString() + "," + classRes.correct.toString();
}
}
}
#endregion
#region
int correnctlyClassified = 0;
int incorrenctlyClassified = 0;
int totalData = evaluationMatrix.Count;
foreach (var key in evaluationMatrix.Keys)
{
string multiLevelClass = evaluationMatrix[key].ToString();
string[] a = multiLevelClass.Split(',');
int classPredect = 0;
for (int i = 0; i < a.Length; i++)
{
if (a[i] == "0")
{
classPredect++;
}
}
if (classPredect == 0)
{
correnctlyClassified++;
}
else if (classPredect > 0)
{
incorrenctlyClassified++;
}
}
performance = (double)((double)correnctlyClassified / (double)totalData) * 100;
System.Console.WriteLine(performance);
#endregion
}
catch (java.lang.Exception ex)
{
ex.printStackTrace();
}
return(performance);
}
/// /// <summary> * Analyzes time series data. Must initialize all fields of the timeseries /// * that are not being set via options (ie. multiple calls of analyze /// * must always lead to the same result). Must not change the dataset /// * in any way. /// * </summary> /// * <param name="data"> set of instances serving as training data </param> /// * <exception cref="Exception"> if the analysis has not been /// * done successfully </exception> /// //JAVA TO VB & C# CONVERTER WARNING: Method 'throws' clauses are not available in .NET: //ORIGINAL LINE: public abstract void analyze(Instances data) throws Exception; public abstract void analyze(Instances data);
public AdvancedVendor(Serial serial)
: base(serial)
{
Instances.Add(this);
}
public override void OnDelete()
{
base.OnDelete();
Instances.Remove(this);
}
public void LearnModel()
{
Init();
foreach (Feature currFeature in DomPool.SelectorFeatures)
{
String featureString = currFeature.ToString();
HashSet <HtmlNode> resNodes = DomPool.RunXpathQuery(featureString);
foreach (HtmlNode nd in resNodes)
{
if (!allNodes.Contains(nd))
{
continue;
}
nodeFeatures[nd].Add(featureString);
}
}
FastVector fvWekaAttributes = GetDataSetAtts();
Instances trainingSet = new Instances("TS", fvWekaAttributes, 100);
trainingSet.setClassIndex(fvWekaAttributes.size() - 1);
foreach (HtmlNode currNode in allNodes)
{
Instance item = new SparseInstance(fvWekaAttributes.size());
for (int i = 0; i < fvWekaAttributes.size() - 1; i++)
{
weka.core.Attribute currFeature = (weka.core.Attribute)fvWekaAttributes.elementAt(i);
if (nodeFeatures[currNode].Contains(currFeature.name()))
{
item.setValue(currFeature, 1);
}
else
{
item.setValue(currFeature, 0);
}
}
//set the class
weka.core.Attribute classFeature = (weka.core.Attribute)fvWekaAttributes.elementAt(fvWekaAttributes.size() - 1);
item.setValue(classFeature, (DomPool.TargetNodes.Contains(currNode)?"yes":"no"));
item.setDataset(trainingSet);
if (DomPool.TargetNodes.Contains(currNode))
{
for (int t = 0; t < (DomPool.NonTargetNodes.Count() / DomPool.TargetNodes.Count()); t++)
{
trainingSet.add(new SparseInstance(item));
}
}
else
{
trainingSet.add(item);
}
}
String[] options = new String[2];
options[0] = "-C"; // unpruned tree
options[1] = "0.1";
J48 tree = new J48(); // new instance of tree
tree.setOptions(options); // set the options
tree.buildClassifier(trainingSet); // build classifier
//save the resulting classifier
classifierTree = tree;
Reader treeDot = new StringReader(tree.graph());
TreeBuild treeBuild = new TreeBuild();
Node treeRoot = treeBuild.create(treeDot);
FeaturesUsed = getTreeFeatures(treeRoot);
}
public double[][] GetInputs() => Instances.Select(i => i.GetInputs()).ToArray();
static void Main() {
{
// Anonymous enums
int i = enum_thorough_simple.AnonEnum1;
if (enum_thorough_simple.ReallyAnInteger != 200) throw new Exception("Test Anon 1 failed");
i += enum_thorough_simple.AnonSpaceEnum1;
i += AnonStruct.AnonStructEnum1;
}
{
int red = enum_thorough_simple.red;
enum_thorough_simple.colourTest1(red);
enum_thorough_simple.colourTest2(red);
enum_thorough_simple.colourTest3(red);
enum_thorough_simple.colourTest4(red);
enum_thorough_simple.myColour = red;
}
{
SpeedClass s = new SpeedClass();
int speed = SpeedClass.slow;
if (s.speedTest1(speed) != speed) throw new Exception("speedTest 1 failed");
if (s.speedTest2(speed) != speed) throw new Exception("speedTest 2 failed");
if (s.speedTest3(speed) != speed) throw new Exception("speedTest 3 failed");
if (s.speedTest4(speed) != speed) throw new Exception("speedTest 4 failed");
if (s.speedTest5(speed) != speed) throw new Exception("speedTest 5 failed");
if (s.speedTest6(speed) != speed) throw new Exception("speedTest 6 failed");
if (s.speedTest7(speed) != speed) throw new Exception("speedTest 7 failed");
if (s.speedTest8(speed) != speed) throw new Exception("speedTest 8 failed");
if (enum_thorough_simple.speedTest1(speed) != speed) throw new Exception("speedTest Global 1 failed");
if (enum_thorough_simple.speedTest2(speed) != speed) throw new Exception("speedTest Global 2 failed");
if (enum_thorough_simple.speedTest3(speed) != speed) throw new Exception("speedTest Global 3 failed");
if (enum_thorough_simple.speedTest4(speed) != speed) throw new Exception("speedTest Global 4 failed");
if (enum_thorough_simple.speedTest5(speed) != speed) throw new Exception("speedTest Global 5 failed");
}
{
SpeedClass s = new SpeedClass();
int slow = SpeedClass.slow;
int lightning = SpeedClass.lightning;
if (s.mySpeedtd1 != slow) throw new Exception("mySpeedtd1 1 failed");
if (s.mySpeedtd1 != 10) throw new Exception("mySpeedtd1 2 failed");
s.mySpeedtd1 = lightning;
if (s.mySpeedtd1 != lightning) throw new Exception("mySpeedtd1 3 failed");
if (s.mySpeedtd1 != 31) throw new Exception("mySpeedtd1 4 failed");
}
{
if (enum_thorough_simple.namedanonTest1(enum_thorough_simple.NamedAnon2) != enum_thorough_simple.NamedAnon2) throw new Exception("namedanonTest 1 failed");
}
{
int val = enum_thorough_simple.TwoNames2;
if (enum_thorough_simple.twonamesTest1(val) != val) throw new Exception("twonamesTest 1 failed");
if (enum_thorough_simple.twonamesTest2(val) != val) throw new Exception("twonamesTest 2 failed");
if (enum_thorough_simple.twonamesTest3(val) != val) throw new Exception("twonamesTest 3 failed");
}
{
TwoNamesStruct t = new TwoNamesStruct();
int val = TwoNamesStruct.TwoNamesStruct1;
if (t.twonamesTest1(val) != val) throw new Exception("twonamesTest 1 failed");
if (t.twonamesTest2(val) != val) throw new Exception("twonamesTest 2 failed");
if (t.twonamesTest3(val) != val) throw new Exception("twonamesTest 3 failed");
}
{
int val = enum_thorough_simple.NamedAnonSpace2;
if (enum_thorough_simple.namedanonspaceTest1(val) != val) throw new Exception("namedanonspaceTest 1 failed");
if (enum_thorough_simple.namedanonspaceTest2(val) != val) throw new Exception("namedanonspaceTest 2 failed");
if (enum_thorough_simple.namedanonspaceTest3(val) != val) throw new Exception("namedanonspaceTest 3 failed");
if (enum_thorough_simple.namedanonspaceTest4(val) != val) throw new Exception("namedanonspaceTest 4 failed");
}
{
TemplateClassInt t = new TemplateClassInt();
int galileo = TemplateClassInt.galileo;
if (t.scientistsTest1(galileo) != galileo) throw new Exception("scientistsTest 1 failed");
if (t.scientistsTest2(galileo) != galileo) throw new Exception("scientistsTest 2 failed");
if (t.scientistsTest3(galileo) != galileo) throw new Exception("scientistsTest 3 failed");
if (t.scientistsTest4(galileo) != galileo) throw new Exception("scientistsTest 4 failed");
if (t.scientistsTest5(galileo) != galileo) throw new Exception("scientistsTest 5 failed");
if (t.scientistsTest6(galileo) != galileo) throw new Exception("scientistsTest 6 failed");
if (t.scientistsTest7(galileo) != galileo) throw new Exception("scientistsTest 7 failed");
if (t.scientistsTest8(galileo) != galileo) throw new Exception("scientistsTest 8 failed");
if (t.scientistsTest9(galileo) != galileo) throw new Exception("scientistsTest 9 failed");
// if (t.scientistsTestA(galileo) != galileo) throw new Exception("scientistsTest A failed");
if (t.scientistsTestB(galileo) != galileo) throw new Exception("scientistsTest B failed");
// if (t.scientistsTestC(galileo) != galileo) throw new Exception("scientistsTest C failed");
if (t.scientistsTestD(galileo) != galileo) throw new Exception("scientistsTest D failed");
if (t.scientistsTestE(galileo) != galileo) throw new Exception("scientistsTest E failed");
if (t.scientistsTestF(galileo) != galileo) throw new Exception("scientistsTest F failed");
if (t.scientistsTestG(galileo) != galileo) throw new Exception("scientistsTest G failed");
if (t.scientistsTestH(galileo) != galileo) throw new Exception("scientistsTest H failed");
if (t.scientistsTestI(galileo) != galileo) throw new Exception("scientistsTest I failed");
if (t.scientistsTestJ(galileo) != galileo) throw new Exception("scientistsTest J failed");
if (enum_thorough_simple.scientistsTest1(galileo) != galileo) throw new Exception("scientistsTest Global 1 failed");
if (enum_thorough_simple.scientistsTest2(galileo) != galileo) throw new Exception("scientistsTest Global 2 failed");
if (enum_thorough_simple.scientistsTest3(galileo) != galileo) throw new Exception("scientistsTest Global 3 failed");
if (enum_thorough_simple.scientistsTest4(galileo) != galileo) throw new Exception("scientistsTest Global 4 failed");
if (enum_thorough_simple.scientistsTest5(galileo) != galileo) throw new Exception("scientistsTest Global 5 failed");
if (enum_thorough_simple.scientistsTest6(galileo) != galileo) throw new Exception("scientistsTest Global 6 failed");
if (enum_thorough_simple.scientistsTest7(galileo) != galileo) throw new Exception("scientistsTest Global 7 failed");
if (enum_thorough_simple.scientistsTest8(galileo) != galileo) throw new Exception("scientistsTest Global 8 failed");
}
{
TClassInt t = new TClassInt();
int bell = TClassInt.bell;
int galileo = TemplateClassInt.galileo;
if (t.scientistsNameTest1(bell) != bell) throw new Exception("scientistsNameTest 1 failed");
if (t.scientistsNameTest2(bell) != bell) throw new Exception("scientistsNameTest 2 failed");
if (t.scientistsNameTest3(bell) != bell) throw new Exception("scientistsNameTest 3 failed");
if (t.scientistsNameTest4(bell) != bell) throw new Exception("scientistsNameTest 4 failed");
if (t.scientistsNameTest5(bell) != bell) throw new Exception("scientistsNameTest 5 failed");
if (t.scientistsNameTest6(bell) != bell) throw new Exception("scientistsNameTest 6 failed");
if (t.scientistsNameTest7(bell) != bell) throw new Exception("scientistsNameTest 7 failed");
if (t.scientistsNameTest8(bell) != bell) throw new Exception("scientistsNameTest 8 failed");
if (t.scientistsNameTest9(bell) != bell) throw new Exception("scientistsNameTest 9 failed");
// if (t.scientistsNameTestA(bell) != bell) throw new Exception("scientistsNameTest A failed");
if (t.scientistsNameTestB(bell) != bell) throw new Exception("scientistsNameTest B failed");
// if (t.scientistsNameTestC(bell) != bell) throw new Exception("scientistsNameTest C failed");
if (t.scientistsNameTestD(bell) != bell) throw new Exception("scientistsNameTest D failed");
if (t.scientistsNameTestE(bell) != bell) throw new Exception("scientistsNameTest E failed");
if (t.scientistsNameTestF(bell) != bell) throw new Exception("scientistsNameTest F failed");
if (t.scientistsNameTestG(bell) != bell) throw new Exception("scientistsNameTest G failed");
if (t.scientistsNameTestH(bell) != bell) throw new Exception("scientistsNameTest H failed");
if (t.scientistsNameTestI(bell) != bell) throw new Exception("scientistsNameTest I failed");
if (t.scientistsNameSpaceTest1(bell) != bell) throw new Exception("scientistsNameSpaceTest 1 failed");
if (t.scientistsNameSpaceTest2(bell) != bell) throw new Exception("scientistsNameSpaceTest 2 failed");
if (t.scientistsNameSpaceTest3(bell) != bell) throw new Exception("scientistsNameSpaceTest 3 failed");
if (t.scientistsNameSpaceTest4(bell) != bell) throw new Exception("scientistsNameSpaceTest 4 failed");
if (t.scientistsNameSpaceTest5(bell) != bell) throw new Exception("scientistsNameSpaceTest 5 failed");
if (t.scientistsNameSpaceTest6(bell) != bell) throw new Exception("scientistsNameSpaceTest 6 failed");
if (t.scientistsNameSpaceTest7(bell) != bell) throw new Exception("scientistsNameSpaceTest 7 failed");
if (t.scientistsOtherTest1(galileo) != galileo) throw new Exception("scientistsOtherTest 1 failed");
if (t.scientistsOtherTest2(galileo) != galileo) throw new Exception("scientistsOtherTest 2 failed");
if (t.scientistsOtherTest3(galileo) != galileo) throw new Exception("scientistsOtherTest 3 failed");
if (t.scientistsOtherTest4(galileo) != galileo) throw new Exception("scientistsOtherTest 4 failed");
if (t.scientistsOtherTest5(galileo) != galileo) throw new Exception("scientistsOtherTest 5 failed");
if (t.scientistsOtherTest6(galileo) != galileo) throw new Exception("scientistsOtherTest 6 failed");
if (t.scientistsOtherTest7(galileo) != galileo) throw new Exception("scientistsOtherTest 7 failed");
if (enum_thorough_simple.scientistsNameTest1(bell) != bell) throw new Exception("scientistsNameTest Global 1 failed");
if (enum_thorough_simple.scientistsNameTest2(bell) != bell) throw new Exception("scientistsNameTest Global 2 failed");
if (enum_thorough_simple.scientistsNameTest3(bell) != bell) throw new Exception("scientistsNameTest Global 3 failed");
if (enum_thorough_simple.scientistsNameTest4(bell) != bell) throw new Exception("scientistsNameTest Global 4 failed");
if (enum_thorough_simple.scientistsNameTest5(bell) != bell) throw new Exception("scientistsNameTest Global 5 failed");
if (enum_thorough_simple.scientistsNameTest6(bell) != bell) throw new Exception("scientistsNameTest Global 6 failed");
if (enum_thorough_simple.scientistsNameTest7(bell) != bell) throw new Exception("scientistsNameTest Global 7 failed");
if (enum_thorough_simple.scientistsNameSpaceTest1(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 1 failed");
if (enum_thorough_simple.scientistsNameSpaceTest2(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 2 failed");
if (enum_thorough_simple.scientistsNameSpaceTest3(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 3 failed");
if (enum_thorough_simple.scientistsNameSpaceTest4(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 4 failed");
if (enum_thorough_simple.scientistsNameSpaceTest5(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 5 failed");
if (enum_thorough_simple.scientistsNameSpaceTest6(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 6 failed");
if (enum_thorough_simple.scientistsNameSpaceTest7(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 7 failed");
if (enum_thorough_simple.scientistsNameSpaceTest8(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 8 failed");
if (enum_thorough_simple.scientistsNameSpaceTest9(bell) != bell) throw new Exception("scientistsNameSpaceTest Global 9 failed");
if (enum_thorough_simple.scientistsNameSpaceTestA(bell) != bell) throw new Exception("scientistsNameSpaceTest Global A failed");
if (enum_thorough_simple.scientistsNameSpaceTestB(bell) != bell) throw new Exception("scientistsNameSpaceTest Global B failed");
if (enum_thorough_simple.scientistsNameSpaceTestC(bell) != bell) throw new Exception("scientistsNameSpaceTest Global C failed");
if (enum_thorough_simple.scientistsNameSpaceTestD(bell) != bell) throw new Exception("scientistsNameSpaceTest Global D failed");
if (enum_thorough_simple.scientistsNameSpaceTestE(bell) != bell) throw new Exception("scientistsNameSpaceTest Global E failed");
if (enum_thorough_simple.scientistsNameSpaceTestF(bell) != bell) throw new Exception("scientistsNameSpaceTest Global F failed");
if (enum_thorough_simple.scientistsNameSpaceTestG(bell) != bell) throw new Exception("scientistsNameSpaceTest Global G failed");
if (enum_thorough_simple.scientistsNameSpaceTestH(bell) != bell) throw new Exception("scientistsNameSpaceTest Global H failed");
if (enum_thorough_simple.scientistsNameSpaceTestI(bell) != bell) throw new Exception("scientistsNameSpaceTest Global I failed");
if (enum_thorough_simple.scientistsNameSpaceTestJ(bell) != bell) throw new Exception("scientistsNameSpaceTest Global J failed");
if (enum_thorough_simple.scientistsNameSpaceTestK(bell) != bell) throw new Exception("scientistsNameSpaceTest Global K failed");
if (enum_thorough_simple.scientistsNameSpaceTestL(bell) != bell) throw new Exception("scientistsNameSpaceTest Global L failed");
}
{
int val = enum_thorough_simple.argh;
if (enum_thorough_simple.renameTest1(val) != val) throw new Exception("renameTest Global 1 failed");
if (enum_thorough_simple.renameTest2(val) != val) throw new Exception("renameTest Global 2 failed");
}
{
NewNameStruct n = new NewNameStruct();
if (n.renameTest1(NewNameStruct.bang) != NewNameStruct.bang) throw new Exception("renameTest 1 failed");
if (n.renameTest2(NewNameStruct.bang) != NewNameStruct.bang) throw new Exception("renameTest 2 failed");
if (n.renameTest3(NewNameStruct.simple1) != NewNameStruct.simple1) throw new Exception("renameTest 3 failed");
if (n.renameTest4(NewNameStruct.doublename1) != NewNameStruct.doublename1) throw new Exception("renameTest 4 failed");
if (n.renameTest5(NewNameStruct.doublename1) != NewNameStruct.doublename1) throw new Exception("renameTest 5 failed");
if (n.renameTest6(NewNameStruct.singlename1) != NewNameStruct.singlename1) throw new Exception("renameTest 6 failed");
}
{
if (enum_thorough_simple.renameTest3(NewNameStruct.bang) != NewNameStruct.bang) throw new Exception("renameTest Global 3 failed");
if (enum_thorough_simple.renameTest4(NewNameStruct.simple1) != NewNameStruct.simple1) throw new Exception("renameTest Global 4 failed");
if (enum_thorough_simple.renameTest5(NewNameStruct.doublename1) != NewNameStruct.doublename1) throw new Exception("renameTest Global 5 failed");
if (enum_thorough_simple.renameTest6(NewNameStruct.doublename1) != NewNameStruct.doublename1) throw new Exception("renameTest Global 6 failed");
if (enum_thorough_simple.renameTest7(NewNameStruct.singlename1) != NewNameStruct.singlename1) throw new Exception("renameTest Global 7 failed");
}
{
TreesClass t = new TreesClass();
int pine = TreesClass.pine;
if (t.treesTest1(pine) != pine) throw new Exception("treesTest 1 failed");
if (t.treesTest2(pine) != pine) throw new Exception("treesTest 2 failed");
if (t.treesTest3(pine) != pine) throw new Exception("treesTest 3 failed");
if (t.treesTest4(pine) != pine) throw new Exception("treesTest 4 failed");
if (t.treesTest5(pine) != pine) throw new Exception("treesTest 5 failed");
if (t.treesTest6(pine) != pine) throw new Exception("treesTest 6 failed");
if (t.treesTest7(pine) != pine) throw new Exception("treesTest 7 failed");
if (t.treesTest8(pine) != pine) throw new Exception("treesTest 8 failed");
if (t.treesTest9(pine) != pine) throw new Exception("treesTest 9 failed");
if (t.treesTestA(pine) != pine) throw new Exception("treesTest A failed");
if (t.treesTestB(pine) != pine) throw new Exception("treesTest B failed");
if (t.treesTestC(pine) != pine) throw new Exception("treesTest C failed");
if (t.treesTestD(pine) != pine) throw new Exception("treesTest D failed");
if (t.treesTestE(pine) != pine) throw new Exception("treesTest E failed");
if (t.treesTestF(pine) != pine) throw new Exception("treesTest F failed");
if (t.treesTestG(pine) != pine) throw new Exception("treesTest G failed");
if (t.treesTestH(pine) != pine) throw new Exception("treesTest H failed");
if (t.treesTestI(pine) != pine) throw new Exception("treesTest I failed");
if (t.treesTestJ(pine) != pine) throw new Exception("treesTest J failed");
if (t.treesTestK(pine) != pine) throw new Exception("treesTest K failed");
if (t.treesTestL(pine) != pine) throw new Exception("treesTest L failed");
if (t.treesTestM(pine) != pine) throw new Exception("treesTest M failed");
if (t.treesTestN(pine) != pine) throw new Exception("treesTest N failed");
if (t.treesTestO(pine) != pine) throw new Exception("treesTest O failed");
if (enum_thorough_simple.treesTest1(pine) != pine) throw new Exception("treesTest Global 1 failed");
if (enum_thorough_simple.treesTest2(pine) != pine) throw new Exception("treesTest Global 2 failed");
if (enum_thorough_simple.treesTest3(pine) != pine) throw new Exception("treesTest Global 3 failed");
if (enum_thorough_simple.treesTest4(pine) != pine) throw new Exception("treesTest Global 4 failed");
if (enum_thorough_simple.treesTest5(pine) != pine) throw new Exception("treesTest Global 5 failed");
if (enum_thorough_simple.treesTest6(pine) != pine) throw new Exception("treesTest Global 6 failed");
if (enum_thorough_simple.treesTest7(pine) != pine) throw new Exception("treesTest Global 7 failed");
if (enum_thorough_simple.treesTest8(pine) != pine) throw new Exception("treesTest Global 8 failed");
if (enum_thorough_simple.treesTest9(pine) != pine) throw new Exception("treesTest Global 9 failed");
if (enum_thorough_simple.treesTestA(pine) != pine) throw new Exception("treesTest Global A failed");
if (enum_thorough_simple.treesTestB(pine) != pine) throw new Exception("treesTest Global B failed");
if (enum_thorough_simple.treesTestC(pine) != pine) throw new Exception("treesTest Global C failed");
if (enum_thorough_simple.treesTestD(pine) != pine) throw new Exception("treesTest Global D failed");
if (enum_thorough_simple.treesTestE(pine) != pine) throw new Exception("treesTest Global E failed");
if (enum_thorough_simple.treesTestF(pine) != pine) throw new Exception("treesTest Global F failed");
if (enum_thorough_simple.treesTestG(pine) != pine) throw new Exception("treesTest Global G failed");
if (enum_thorough_simple.treesTestH(pine) != pine) throw new Exception("treesTest Global H failed");
if (enum_thorough_simple.treesTestI(pine) != pine) throw new Exception("treesTest Global I failed");
if (enum_thorough_simple.treesTestJ(pine) != pine) throw new Exception("treesTest Global J failed");
if (enum_thorough_simple.treesTestK(pine) != pine) throw new Exception("treesTest Global K failed");
if (enum_thorough_simple.treesTestL(pine) != pine) throw new Exception("treesTest Global L failed");
if (enum_thorough_simple.treesTestM(pine) != pine) throw new Exception("treesTest Global M failed");
// if (enum_thorough_simple.treesTestN(pine) != pine) throw new Exception("treesTest Global N failed");
if (enum_thorough_simple.treesTestO(pine) != pine) throw new Exception("treesTest Global O failed");
if (enum_thorough_simple.treesTestP(pine) != pine) throw new Exception("treesTest Global P failed");
if (enum_thorough_simple.treesTestQ(pine) != pine) throw new Exception("treesTest Global Q failed");
if (enum_thorough_simple.treesTestR(pine) != pine) throw new Exception("treesTest Global R failed");
}
{
HairStruct h = new HairStruct();
int ginger = HairStruct.ginger;
if (h.hairTest1(ginger) != ginger) throw new Exception("hairTest 1 failed");
if (h.hairTest2(ginger) != ginger) throw new Exception("hairTest 2 failed");
if (h.hairTest3(ginger) != ginger) throw new Exception("hairTest 3 failed");
if (h.hairTest4(ginger) != ginger) throw new Exception("hairTest 4 failed");
if (h.hairTest5(ginger) != ginger) throw new Exception("hairTest 5 failed");
if (h.hairTest6(ginger) != ginger) throw new Exception("hairTest 6 failed");
if (h.hairTest7(ginger) != ginger) throw new Exception("hairTest 7 failed");
if (h.hairTest8(ginger) != ginger) throw new Exception("hairTest 8 failed");
if (h.hairTest9(ginger) != ginger) throw new Exception("hairTest 9 failed");
if (h.hairTestA(ginger) != ginger) throw new Exception("hairTest A failed");
if (h.hairTestB(ginger) != ginger) throw new Exception("hairTest B failed");
int red = enum_thorough_simple.red;
if (h.colourTest1(red) != red) throw new Exception("colourTest HairStruct 1 failed");
if (h.colourTest2(red) != red) throw new Exception("colourTest HairStruct 2 failed");
if (h.namedanonTest1(enum_thorough_simple.NamedAnon2) != enum_thorough_simple.NamedAnon2) throw new Exception("namedanonTest HairStruct 1 failed");
if (h.namedanonspaceTest1(enum_thorough_simple.NamedAnonSpace2) != enum_thorough_simple.NamedAnonSpace2) throw new Exception("namedanonspaceTest HairStruct 1 failed");
int fir = TreesClass.fir;
if (h.treesGlobalTest1(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 1 failed");
if (h.treesGlobalTest2(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 2 failed");
if (h.treesGlobalTest3(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 3 failed");
if (h.treesGlobalTest4(fir) != fir) throw new Exception("treesGlobalTest1 HairStruct 4 failed");
}
{
int blonde = HairStruct.blonde;
if (enum_thorough_simple.hairTest1(blonde) != blonde) throw new Exception("hairTest Global 1 failed");
if (enum_thorough_simple.hairTest2(blonde) != blonde) throw new Exception("hairTest Global 2 failed");
if (enum_thorough_simple.hairTest3(blonde) != blonde) throw new Exception("hairTest Global 3 failed");
if (enum_thorough_simple.hairTest4(blonde) != blonde) throw new Exception("hairTest Global 4 failed");
if (enum_thorough_simple.hairTest5(blonde) != blonde) throw new Exception("hairTest Global 5 failed");
if (enum_thorough_simple.hairTest6(blonde) != blonde) throw new Exception("hairTest Global 6 failed");
if (enum_thorough_simple.hairTest7(blonde) != blonde) throw new Exception("hairTest Global 7 failed");
if (enum_thorough_simple.hairTest8(blonde) != blonde) throw new Exception("hairTest Global 8 failed");
if (enum_thorough_simple.hairTest9(blonde) != blonde) throw new Exception("hairTest Global 9 failed");
if (enum_thorough_simple.hairTestA(blonde) != blonde) throw new Exception("hairTest Global A failed");
if (enum_thorough_simple.hairTestB(blonde) != blonde) throw new Exception("hairTest Global B failed");
if (enum_thorough_simple.hairTestC(blonde) != blonde) throw new Exception("hairTest Global C failed");
if (enum_thorough_simple.hairTestA1(blonde) != blonde) throw new Exception("hairTest Global A1 failed");
if (enum_thorough_simple.hairTestA2(blonde) != blonde) throw new Exception("hairTest Global A2 failed");
if (enum_thorough_simple.hairTestA3(blonde) != blonde) throw new Exception("hairTest Global A3 failed");
if (enum_thorough_simple.hairTestA4(blonde) != blonde) throw new Exception("hairTest Global A4 failed");
if (enum_thorough_simple.hairTestA5(blonde) != blonde) throw new Exception("hairTest Global A5 failed");
if (enum_thorough_simple.hairTestA6(blonde) != blonde) throw new Exception("hairTest Global A6 failed");
if (enum_thorough_simple.hairTestA7(blonde) != blonde) throw new Exception("hairTest Global A7 failed");
if (enum_thorough_simple.hairTestA8(blonde) != blonde) throw new Exception("hairTest Global A8 failed");
if (enum_thorough_simple.hairTestA9(blonde) != blonde) throw new Exception("hairTest Global A9 failed");
if (enum_thorough_simple.hairTestAA(blonde) != blonde) throw new Exception("hairTest Global AA failed");
if (enum_thorough_simple.hairTestAB(blonde) != blonde) throw new Exception("hairTest Global AB failed");
if (enum_thorough_simple.hairTestAC(blonde) != blonde) throw new Exception("hairTest Global AC failed");
if (enum_thorough_simple.hairTestB1(blonde) != blonde) throw new Exception("hairTest Global B1 failed");
if (enum_thorough_simple.hairTestB2(blonde) != blonde) throw new Exception("hairTest Global B2 failed");
if (enum_thorough_simple.hairTestB3(blonde) != blonde) throw new Exception("hairTest Global B3 failed");
if (enum_thorough_simple.hairTestB4(blonde) != blonde) throw new Exception("hairTest Global B4 failed");
if (enum_thorough_simple.hairTestB5(blonde) != blonde) throw new Exception("hairTest Global B5 failed");
if (enum_thorough_simple.hairTestB6(blonde) != blonde) throw new Exception("hairTest Global B6 failed");
if (enum_thorough_simple.hairTestB7(blonde) != blonde) throw new Exception("hairTest Global B7 failed");
if (enum_thorough_simple.hairTestB8(blonde) != blonde) throw new Exception("hairTest Global B8 failed");
if (enum_thorough_simple.hairTestB9(blonde) != blonde) throw new Exception("hairTest Global B9 failed");
if (enum_thorough_simple.hairTestBA(blonde) != blonde) throw new Exception("hairTest Global BA failed");
if (enum_thorough_simple.hairTestBB(blonde) != blonde) throw new Exception("hairTest Global BB failed");
if (enum_thorough_simple.hairTestBC(blonde) != blonde) throw new Exception("hairTest Global BC failed");
if (enum_thorough_simple.hairTestC1(blonde) != blonde) throw new Exception("hairTest Global C1 failed");
if (enum_thorough_simple.hairTestC2(blonde) != blonde) throw new Exception("hairTest Global C2 failed");
if (enum_thorough_simple.hairTestC3(blonde) != blonde) throw new Exception("hairTest Global C3 failed");
if (enum_thorough_simple.hairTestC4(blonde) != blonde) throw new Exception("hairTest Global C4 failed");
if (enum_thorough_simple.hairTestC5(blonde) != blonde) throw new Exception("hairTest Global C5 failed");
if (enum_thorough_simple.hairTestC6(blonde) != blonde) throw new Exception("hairTest Global C6 failed");
if (enum_thorough_simple.hairTestC7(blonde) != blonde) throw new Exception("hairTest Global C7 failed");
if (enum_thorough_simple.hairTestC8(blonde) != blonde) throw new Exception("hairTest Global C8 failed");
if (enum_thorough_simple.hairTestC9(blonde) != blonde) throw new Exception("hairTest Global C9 failed");
if (enum_thorough_simple.hairTestCA(blonde) != blonde) throw new Exception("hairTest Global CA failed");
if (enum_thorough_simple.hairTestCB(blonde) != blonde) throw new Exception("hairTest Global CB failed");
if (enum_thorough_simple.hairTestCC(blonde) != blonde) throw new Exception("hairTest Global CC failed");
}
{
FirStruct f = new FirStruct();
int blonde = HairStruct.blonde;
if (f.hairTestFir1(blonde) != blonde) throw new Exception("hairTestFir 1 failed");
if (f.hairTestFir2(blonde) != blonde) throw new Exception("hairTestFir 2 failed");
if (f.hairTestFir3(blonde) != blonde) throw new Exception("hairTestFir 3 failed");
if (f.hairTestFir4(blonde) != blonde) throw new Exception("hairTestFir 4 failed");
if (f.hairTestFir5(blonde) != blonde) throw new Exception("hairTestFir 5 failed");
if (f.hairTestFir6(blonde) != blonde) throw new Exception("hairTestFir 6 failed");
if (f.hairTestFir7(blonde) != blonde) throw new Exception("hairTestFir 7 failed");
if (f.hairTestFir8(blonde) != blonde) throw new Exception("hairTestFir 8 failed");
if (f.hairTestFir9(blonde) != blonde) throw new Exception("hairTestFir 9 failed");
if (f.hairTestFirA(blonde) != blonde) throw new Exception("hairTestFir A failed");
}
{
enum_thorough_simple.GlobalInstance = enum_thorough_simple.globalinstance2;
if (enum_thorough_simple.GlobalInstance != enum_thorough_simple.globalinstance2) throw new Exception("GlobalInstance 1 failed");
Instances i = new Instances();
i.MemberInstance = Instances.memberinstance3;
if (i.MemberInstance != Instances.memberinstance3) throw new Exception("MemberInstance 1 failed");
}
// ignore enum item tests start
{
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_zero) != 0) throw new Exception("ignoreATest 0 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_three) != 3) throw new Exception("ignoreATest 3 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_ten) != 10) throw new Exception("ignoreATest 10 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_eleven) != 11) throw new Exception("ignoreATest 11 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_thirteen) != 13) throw new Exception("ignoreATest 13 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_fourteen) != 14) throw new Exception("ignoreATest 14 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_twenty) != 20) throw new Exception("ignoreATest 20 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_thirty) != 30) throw new Exception("ignoreATest 30 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_thirty_two) != 32) throw new Exception("ignoreATest 32 failed");
if (enum_thorough_simple.ignoreATest(IgnoreTest.ignoreA_thirty_three) != 33) throw new Exception("ignoreATest 33 failed");
}
{
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_eleven) != 11) throw new Exception("ignoreBTest 11 failed");
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_twelve) != 12) throw new Exception("ignoreBTest 12 failed");
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_thirty_one) != 31) throw new Exception("ignoreBTest 31 failed");
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_thirty_two) != 32) throw new Exception("ignoreBTest 32 failed");
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_forty_one) != 41) throw new Exception("ignoreBTest 41 failed");
if (enum_thorough_simple.ignoreBTest(IgnoreTest.ignoreB_forty_two) != 42) throw new Exception("ignoreBTest 42 failed");
}
{
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_ten) != 10) throw new Exception("ignoreCTest 10 failed");
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_twelve) != 12) throw new Exception("ignoreCTest 12 failed");
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_thirty) != 30) throw new Exception("ignoreCTest 30 failed");
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_thirty_two) != 32) throw new Exception("ignoreCTest 32 failed");
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_forty) != 40) throw new Exception("ignoreCTest 40 failed");
if (enum_thorough_simple.ignoreCTest(IgnoreTest.ignoreC_forty_two) != 42) throw new Exception("ignoreCTest 42 failed");
}
{
if (enum_thorough_simple.ignoreDTest(IgnoreTest.ignoreD_twenty_one) != 21) throw new Exception("ignoreDTest 21 failed");
if (enum_thorough_simple.ignoreDTest(IgnoreTest.ignoreD_twenty_two) != 22) throw new Exception("ignoreDTest 22 failed");
}
{
if (enum_thorough_simple.ignoreETest(IgnoreTest.ignoreE_zero) != 0) throw new Exception("ignoreETest 0 failed");
if (enum_thorough_simple.ignoreETest(IgnoreTest.ignoreE_twenty_one) != 21) throw new Exception("ignoreETest 21 failed");
if (enum_thorough_simple.ignoreETest(IgnoreTest.ignoreE_twenty_two) != 22) throw new Exception("ignoreETest 22 failed");
}
// ignore enum item tests end
{
if (enum_thorough_simple.repeatTest(enum_thorough_simple.one) != 1) throw new Exception("repeatTest 1 failed");
if (enum_thorough_simple.repeatTest(enum_thorough_simple.initial) != 1) throw new Exception("repeatTest 2 failed");
if (enum_thorough_simple.repeatTest(enum_thorough_simple.two) != 2) throw new Exception("repeatTest 3 failed");
if (enum_thorough_simple.repeatTest(enum_thorough_simple.three) != 3) throw new Exception("repeatTest 4 failed");
if (enum_thorough_simple.repeatTest(enum_thorough_simple.llast) != 3) throw new Exception("repeatTest 5 failed");
if (enum_thorough_simple.repeatTest(enum_thorough_simple.end) != 3) throw new Exception("repeatTest 6 failed");
}
// different types
{
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typeint) != 10) throw new Exception("differentTypes 1 failed");
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typeboolfalse) != 0) throw new Exception("differentTypes 2 failed");
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typebooltrue) != 1) throw new Exception("differentTypes 3 failed");
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typebooltwo) != 2) throw new Exception("differentTypes 4 failed");
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typechar) != 'C') throw new Exception("differentTypes 5 failed");
if (enum_thorough_simple.differentTypesTest(enum_thorough_simple.typedefaultint) != 'D') throw new Exception("differentTypes 6 failed");
int global_enum = enum_thorough_simple.global_typeint;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 10) throw new Exception("global differentTypes 1 failed");
global_enum = enum_thorough_simple.global_typeboolfalse;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 0) throw new Exception("global differentTypes 2 failed");
global_enum = enum_thorough_simple.global_typebooltrue;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 1) throw new Exception("global differentTypes 3 failed");
global_enum = enum_thorough_simple.global_typebooltwo;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 2) throw new Exception("global differentTypes 4 failed");
global_enum = enum_thorough_simple.global_typechar;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 'C') throw new Exception("global differentTypes 5 failed");
global_enum = enum_thorough_simple.global_typedefaultint;
if (enum_thorough_simple.globalDifferentTypesTest(global_enum) != 'D') throw new Exception("global differentTypes 6 failed");
}
}
public static IDisposable Push(IServiceLocator locator)
{
return(Instances.Subscribe(locator));
}
