/// <summary>
/// Construct a grouped output field.
/// </summary>
/// <param name="group">The group that this field belongs to.</param>
/// <param name="sourceField">The source field for this output field.</param>
public OutputFieldGrouped(IOutputFieldGroup group,
IInputField sourceField)
{
this.group = group;
this.sourceField = sourceField;
this.group.GroupedFields.Add(this);
}
/// <summary>
/// Construct a range mapped output field.
/// </summary>
/// <param name="field">The input field to base this on.</param>
/// <param name="low">The low value.</param>
/// <param name="high">The high value.</param>
public OutputFieldRangeMapped(IInputField field, double low,
double high)
{
this.field = field;
this.low = low;
this.high = high;
}
/// <summary>
/// Construct a grouped output field.
/// </summary>
/// <param name="group">The group that this field belongs to.</param>
/// <param name="sourceField">The source field for this output field.</param>
protected OutputFieldGrouped(IOutputFieldGroup group,
IInputField sourceField)
{
_group = group;
_sourceField = sourceField;
_group.GroupedFields.Add(this);
}
/// <summary>
/// Create a nominal item.
/// </summary>
/// <param name="inputField">The field that this item is based on.</param>
/// <param name="high">The high value.</param>
/// <param name="low">The low value.</param>
public NominalItem(IInputField inputField, double low,
double high)
{
_high = high;
_low = low;
_inputField = inputField;
}
/// <summary>
/// Construct a range mapped output field.
/// </summary>
/// <param name="field">The input field to base this on.</param>
/// <param name="low">The low value.</param>
/// <param name="high">The high value.</param>
public OutputFieldRangeMapped(IInputField field, double low,
double high)
{
_field = field;
_low = low;
_high = high;
}
/// <summary>
/// Create a nominal item.
/// </summary>
/// <param name="inputField">The field that this item is based on.</param>
/// <param name="high">The high value.</param>
/// <param name="low">The low value.</param>
public NominalItem(IInputField inputField, double high,
double low)
{
this.high = high;
this.low = low;
this.inputField = inputField;
}
public OutputFieldMultiplicative(IOutputFieldGroup group, IInputField field)
: base(group, field)
{
while (!(group is MultiplicativeGroup))
{
throw new NormalizationError("Must use MultiplicativeGroup with OutputFieldMultiplicative.");
}
}
public OutputFieldZAxis(IOutputFieldGroup group, IInputField field)
: base(group, field)
{
while (!(group is ZAxisGroup))
{
throw new NormalizationError("Must use ZAxisGroup with OutputFieldZAxis.");
}
}
public void BuildOutputOneOf(DataNormalization norm, IInputField coverType)
{
var outType = new OutputOneOf();
outType.AddItem(coverType, 1);
outType.AddItem(coverType, 2);
outType.AddItem(coverType, 3);
outType.AddItem(coverType, 4);
outType.AddItem(coverType, 5);
outType.AddItem(coverType, 6);
outType.AddItem(coverType, 7);
norm.AddOutputField(outType, true);
}
public void Copy(FileInfo source, FileInfo target, int start, int stop, int size)
{
var inputField = new IInputField[55];
var norm = new DataNormalization {Report = this, Storage = new NormalizationStorageCSV(target.ToString())};
for (int i = 0; i < 55; i++)
{
inputField[i] = new InputFieldCSV(true, source.ToString(), i);
norm.AddInputField(inputField[i]);
IOutputField outputField = new OutputFieldDirect(inputField[i]);
norm.AddOutputField(outputField);
}
// load only the part we actually want, i.e. training or eval
var segregator2 = new IndexSampleSegregator(start, stop, size);
norm.AddSegregator(segregator2);
norm.Process();
}
public void Narrow(FileInfo source, FileInfo target, int field, int count)
{
var inputField = new IInputField[55];
var norm = new DataNormalization {Report = this, Storage = new NormalizationStorageCSV(target.ToString())};
for (int i = 0; i < 55; i++)
{
inputField[i] = new InputFieldCSV(true, source.ToString(), i);
norm.AddInputField(inputField[i]);
IOutputField outputField = new OutputFieldDirect(inputField[i]);
norm.AddOutputField(outputField);
}
var segregator = new IntegerBalanceSegregator(inputField[field], count);
norm.AddSegregator(segregator);
norm.Process();
Console.WriteLine(@"Samples per tree type:");
Console.WriteLine(segregator.DumpCounts());
}
/// <summary>
/// Construct the output field with -1 for low and +1 for high.
/// </summary>
/// <param name="f">The input field.</param>
public OutputFieldRangeMapped(IInputField f)
: this(f,-1,1)
{
}
/// <summary>
/// Construct an encoded field.
/// </summary>
/// <param name="sourceField">The field that this is based on.</param>
public OutputFieldEncode(IInputField sourceField)
{
this.sourceField = sourceField;
}
/// <summary>
/// Construct a balanced segregator.
/// </summary>
/// <param name="target">The input field to base this on, should
/// be an integer value.</param>
/// <param name="count">The number of rows to accept from each
/// unique value for the input.</param>
public IntegerBalanceSegregator(IInputField target, int count)
{
this.target = target;
this.count = count;
}
/// <summary>
/// Construct a balanced segregator.
/// </summary>
/// <param name="target">The input field to base this on, should
/// be an integer value.</param>
/// <param name="count">The number of rows to accept from each
/// unique value for the input.</param>
public IntegerBalanceSegregator(IInputField target, int count)
{
_target = target;
_count = count;
}
public DataNormalization Step3(bool useOneOf)
{
Console.WriteLine(@"Step 3: Normalize training data");
IInputField inputElevation;
IInputField inputAspect;
IInputField inputSlope;
IInputField hWater;
IInputField vWater;
IInputField roadway;
IInputField shade9;
IInputField shade12;
IInputField shade3;
IInputField firepoint;
var wilderness = new IInputField[4];
var soilType = new IInputField[40];
IInputField coverType;
var norm = new DataNormalization
{
Report = this,
Storage = new NormalizationStorageCSV(_config.NormalizedDataFile.ToString())
};
norm.AddInputField(inputElevation = new InputFieldCSV(true, _config.BalanceFile.ToString(), 0));
norm.AddInputField(inputAspect = new InputFieldCSV(true, _config.BalanceFile.ToString(), 1));
norm.AddInputField(inputSlope = new InputFieldCSV(true, _config.BalanceFile.ToString(), 2));
norm.AddInputField(hWater = new InputFieldCSV(true, _config.BalanceFile.ToString(), 3));
norm.AddInputField(vWater = new InputFieldCSV(true, _config.BalanceFile.ToString(), 4));
norm.AddInputField(roadway = new InputFieldCSV(true, _config.BalanceFile.ToString(), 5));
norm.AddInputField(shade9 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 6));
norm.AddInputField(shade12 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 7));
norm.AddInputField(shade3 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 8));
norm.AddInputField(firepoint = new InputFieldCSV(true, _config.BalanceFile.ToString(), 9));
for (int i = 0; i < 4; i++)
{
norm.AddInputField(wilderness[i] = new InputFieldCSV(true, _config.BalanceFile.ToString(), 10 + i));
}
for (int i = 0; i < 40; i++)
{
norm.AddInputField(soilType[i] = new InputFieldCSV(true, _config.BalanceFile.ToString(), 14 + i));
}
norm.AddInputField(coverType = new InputFieldCSV(false, _config.BalanceFile.ToString(), 54));
norm.AddOutputField(new OutputFieldRangeMapped(inputElevation));
norm.AddOutputField(new OutputFieldRangeMapped(inputAspect));
norm.AddOutputField(new OutputFieldRangeMapped(inputSlope));
norm.AddOutputField(new OutputFieldRangeMapped(hWater));
norm.AddOutputField(new OutputFieldRangeMapped(vWater));
norm.AddOutputField(new OutputFieldRangeMapped(roadway));
norm.AddOutputField(new OutputFieldRangeMapped(shade9));
norm.AddOutputField(new OutputFieldRangeMapped(shade12));
norm.AddOutputField(new OutputFieldRangeMapped(shade3));
norm.AddOutputField(new OutputFieldRangeMapped(firepoint));
for (int i = 0; i < 40; i++)
{
norm.AddOutputField(new OutputFieldDirect(soilType[i]));
}
if (useOneOf)
{
BuildOutputOneOf(norm, coverType);
}
else
{
BuildOutputEquilateral(norm, coverType);
}
norm.Process();
return(norm);
}
/// <summary>
/// Construct a balanced segregator.
/// </summary>
/// <param name="target">The input field to base this on, should
/// be an integer value.</param>
/// <param name="count">The number of rows to accept from each
/// unique value for the input.</param>
public IntegerBalanceSegregator(IInputField target, int count)
{
this.target = target;
this.count = count;
}
public RebuildChecker(IInputField inputfield)
{
this.inputfield = inputfield;
}
/// <summary>
/// Creates a field column in a table.
/// </summary>
/// <param name="field">A field object</param>
/// <param name="tableName">Name of the table.</param>
public void CreateTableColumn(IInputField field, string tableName)
{
if (!dbDriver.ColumnExists(tableName, ((Epi.INamedObject)field).Name))
{
string fieldLength = string.Empty;
string fieldType = field.GetDbSpecificColumnType();
Query query;
switch (fieldType)
{
case "nvarchar":
case "nchar":
fieldLength = "(4000)";
break;
case "text":
fieldLength = "(255)";
break;
case "double":
break;
default:
break;
}
query = dbDriver.CreateQuery("alter table [" + tableName + "] add [" + ((Epi.INamedObject)field).Name + "] " + fieldType + fieldLength);
dbDriver.ExecuteNonQuery(query);
}
}
public override IEnumerable <ResolvedValidator> GetValidators(IMiddlewareContext context, IInputField argument)
=> argument.RuntimeType == typeof(FooInputDto)
? (new ResolvedValidator[] { new ResolvedValidator(new CustomValidator()) })
: base.GetValidators(context, argument);
private static bool IsRequiredArgument(IInputField argument)
{
return(argument.Type.IsNonNullType() &&
argument.DefaultValue is NullValueNode);
}
private static ISchemaErrorBuilder SetImplementedArgument(
this ISchemaErrorBuilder errorBuilder,
IInputField field) =>
errorBuilder.SetField(field, "implementedArgument");
/// <summary>
/// Construct the output field with -1 for low and +1 for high.
/// </summary>
/// <param name="f">The input field.</param>
public OutputFieldRangeMapped(IInputField f) : this(f, -1, 1)
{
}
//Vector2 anchoredPosition;
public RebuildChecker(IInputField input)
{
this.input = input;
}
public override FieldMiddleware CreateExecutor <TEntityType>(NameString argumentName)
{
return(next => context => ExecuteAsync(next, context));
async ValueTask ExecuteAsync(
FieldDelegate next,
IMiddlewareContext context)
{
// first we let the pipeline run and produce a result.
await next(context).ConfigureAwait(false);
// next we get the filter argument. If the filter argument is already on the context
// we use this. This enabled overriding the context with LocalContextData
IInputField argument = context.Field.Arguments[argumentName];
IValueNode filter = context.LocalContextData.ContainsKey(ContextValueNodeKey) &&
context.LocalContextData[ContextValueNodeKey] is IValueNode node
? node
: context.ArgumentLiteral <IValueNode>(argumentName);
// if no filter is defined we can stop here and yield back control.
if (filter.IsNull() ||
(context.LocalContextData.TryGetValue(
SkipFilteringKey,
out object?skipObject) &&
skipObject is bool skip &&
skip))
{
return;
}
IQueryable <TEntityType>?source = null;
if (context.Result is IQueryable <TEntityType> q)
{
source = q;
}
else if (context.Result is IEnumerable <TEntityType> e)
{
source = e.AsQueryable();
}
if (source != null &&
argument.Type is IFilterInputType filterInput &&
context.Field.ContextData.TryGetValue(
ContextVisitFilterArgumentKey,
out object?executorObj) &&
executorObj is VisitFilterArgument executor)
{
QueryableFilterContext visitorContext = executor(
filter,
filterInput,
source is EnumerableQuery);
// compile expression tree
if (visitorContext.TryCreateLambda(
out Expression <Func <TEntityType, bool> >?where))
{
context.Result = source.Where(where);
}
else
{
if (visitorContext.Errors.Count > 0)
{
context.Result = Array.Empty <TEntityType>();
foreach (IError error in visitorContext.Errors)
{
context.ReportError(error.WithPath(context.Path));
}
}
}
}
}
}
public NominalItem(IInputField inputField, double low, double high)
{
this._high = high;
this._low = low;
this._inputField = inputField;
}
public void AddItem(IInputField inputField, double value)
{
this.AddItem(inputField, value - 0.5, value + 0.5);
}
/// <summary>
/// Add a nominal value based on a single value. This creates a 0.1 range
/// around this value.
/// </summary>
/// <param name="inputField">The input field this is based on.</param>
/// <param name="value">The value.</param>
public void AddItem(IInputField inputField, double value)
{
AddItem(inputField, value - 0.1, value + 0.1);
}
public RangeSegregator(IInputField sourceField, bool include)
{
this._ranges = new List<SegregationRange>();
this._sourceField = sourceField;
this._include = include;
}
/// <summary>
/// Called internally to obtain the current value for an input field.
/// </summary>
/// <param name="field">The input field to determine.</param>
/// <param name="index">The current index.</param>
/// <returns>The value for this input field.</returns>
private void DetermineInputFieldValue(IInputField field, int index)
{
double result;
if (field is InputFieldCSV)
{
var fieldCSV = (InputFieldCSV)field;
ReadCSV csv = _csvMap[field];
result = csv.GetDouble(fieldCSV.Offset);
}
else if (field is InputFieldMLDataSet)
{
var mlField = (InputFieldMLDataSet)field;
MLDataFieldHolder holder = _dataSetFieldMap
[field];
IMLDataPair pair = holder.Pair;
int offset = mlField.Offset;
if (offset < pair.Input.Count)
{
result = pair.Input[offset];
}
else
{
offset -= pair.Input.Count;
result = pair.Ideal[offset];
}
}
else
{
result = field.GetValue(index);
}
field.CurrentValue = result;
return;
}
/// <summary>
/// Construct a range segregator.
/// </summary>
/// <param name="sourceField">The source field.</param>
/// <param name="include">Default action, if the data is not in any of the ranges,
/// should it be included.</param>
public RangeSegregator(IInputField sourceField, bool include)
{
_sourceField = sourceField;
_include = include;
}
/// <summary>
/// Add a nominal value based on a single value. This creates a 0.1 range
/// around this value.
/// </summary>
/// <param name="inputField">The input field this is based on.</param>
/// <param name="value">The value.</param>
public void AddItem(IInputField inputField, double value)
{
AddItem(inputField, value - 0.1, value + 0.1);
}
public override bool OnStart(IScriptEngine se)
{
context.State = "Configuring...";
Game.Sync(() =>
{
var screenSize = Game.ScreenSize;
primaryPanel = Factories.CreateGuiPanel();
GuiScene.Add(primaryPanel);
primaryPanel.SetSize(300, 320);
primaryPanel.SetPosition(155, (screenSize.Y / 2), 0);
primaryPanel.SetAnchor(new Vector2f(0.0f, 0.0f), new Vector2f(0.0f, 0.0f));
primaryPanel.SetPivot(new Vector2f(0.5f, 0.5f));
tierLabel = Factories.CreateGuiLabel();
primaryPanel.Add(tierLabel);
tierLabel.SetPosition(-60, 145, 0);
tierLabel.SetSize(100, 25);
tierLabel.SetText("Tier");
harvestWoodInput = Factories.CreateGuiInputField();
primaryPanel.Add(harvestWoodInput);
harvestWoodInput.SetPosition(-70, 125, 0);
harvestWoodInput.SetSize(120, 25);
harvestWoodCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(harvestWoodCheckBox);
harvestWoodCheckBox.SetPosition(60, 125, 0);
harvestWoodCheckBox.SetSize(100, 25);
harvestWoodCheckBox.SetText("Harvest Wood");
harvestWoodCheckBox.SetSelected(true);
harvestOreInput = Factories.CreateGuiInputField();
primaryPanel.Add(harvestOreInput);
harvestOreInput.SetPosition(-70, 100, 0);
harvestOreInput.SetSize(120, 25);
harvestOreCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(harvestOreCheckBox);
harvestOreCheckBox.SetPosition(60, 100, 0);
harvestOreCheckBox.SetSize(100, 25);
harvestOreCheckBox.SetText("Harvest Ore");
harvestOreCheckBox.SetSelected(true);
harvestFiberInput = Factories.CreateGuiInputField();
primaryPanel.Add(harvestFiberInput);
harvestFiberInput.SetPosition(-70, 75, 0);
harvestFiberInput.SetSize(120, 25);
harvestFiberCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(harvestFiberCheckBox);
harvestFiberCheckBox.SetPosition(60, 75, 0);
harvestFiberCheckBox.SetSize(100, 25);
harvestFiberCheckBox.SetText("Harvest Fiber");
harvestFiberCheckBox.SetSelected(true);
harvestHideInput = Factories.CreateGuiInputField();
primaryPanel.Add(harvestHideInput);
harvestHideInput.SetPosition(-70, 50, 0);
harvestHideInput.SetSize(120, 25);
harvestHideCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(harvestHideCheckBox);
harvestHideCheckBox.SetPosition(60, 50, 0);
harvestHideCheckBox.SetSize(100, 25);
harvestHideCheckBox.SetText("Harvest Hide");
harvestHideCheckBox.SetSelected(true);
harvestStoneInput = Factories.CreateGuiInputField();
primaryPanel.Add(harvestStoneInput);
harvestStoneInput.SetPosition(-70, 25, 0);
harvestStoneInput.SetSize(120, 25);
harvestStoneCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(harvestStoneCheckBox);
harvestStoneCheckBox.SetPosition(60, 25, 0);
harvestStoneCheckBox.SetSize(100, 25);
harvestStoneCheckBox.SetText("Harvest Stone");
harvestStoneCheckBox.SetSelected(true);
killMobsCheckBox = Factories.CreateGuiCheckBox();
primaryPanel.Add(killMobsCheckBox);
killMobsCheckBox.SetPosition(-70, -5, 0);
killMobsCheckBox.SetSize(125, 25);
killMobsCheckBox.SetText("Kill Mobs");
killMobsCheckBox.SetSelected(true);
autoLoginCheckbox = Factories.CreateGuiCheckBox();
primaryPanel.Add(autoLoginCheckbox);
autoLoginCheckbox.SetPosition(60, -5, 0);
autoLoginCheckbox.SetSize(125, 25);
autoLoginCheckbox.SetText("Auto Relogin");
autoLoginCheckbox.SetSelected(true);
characterNameLabel = Factories.CreateGuiLabel();
primaryPanel.Add(characterNameLabel);
characterNameLabel.SetPosition(70, -35, 0);
characterNameLabel.SetSize(125, 25);
characterNameLabel.SetText("Character Name");
characterNameInput = Factories.CreateGuiInputField();
primaryPanel.Add(characterNameInput);
characterNameInput.SetPosition(70, -55, 0);
characterNameInput.SetSize(125, 25);
setVaultAreaButton = Factories.CreateGuiButton();
primaryPanel.Add(setVaultAreaButton);
setVaultAreaButton.SetPosition(-70, -35, 0);
setVaultAreaButton.SetSize(125, 25);
setVaultAreaButton.SetText("Set Vault Loc.");
setVaultAreaButton.AddActionListener((e) =>
{
var local = Players.LocalPlayer;
if (local != null)
{
var loc = local.ThreadSafeLocation;
var area = loc.Expand(4, 2, 4);
Logging.Log("Set vault loc to " + loc.X + " " + loc.Y + " " + loc.Z);
config.VaultClusterName = Game.ClusterName;
config.VaultDest = new SafeVector3(new Vector3f(loc.X, loc.Y, loc.Z));
config.VaultArea = new SafeMapArea(Game.Cluster.Name, new Area(area.Start, area.End));
}
});
setRepairAreaButton = Factories.CreateGuiButton();
primaryPanel.Add(setRepairAreaButton);
setRepairAreaButton.SetPosition(-70, -65, 0);
setRepairAreaButton.SetSize(125, 25);
setRepairAreaButton.SetText("Set Repair Loc.");
setRepairAreaButton.AddActionListener((e) =>
{
var local = Players.LocalPlayer;
if (local != null)
{
var loc = local.ThreadSafeLocation;
var area = loc.Expand(4, 2, 4);
Logging.Log("Set repair loc to " + loc.X + " " + loc.Y + " " + loc.Z);
config.RepairClusterName = Game.ClusterName;
config.RepairDest = new SafeVector3(new Vector3f(loc.X, loc.Y, loc.Z));
config.RepairArea = new SafeMapArea(Game.ClusterName, new Area(area.Start, area.End));
}
});
addRoamPointButton = Factories.CreateGuiButton();
primaryPanel.Add(addRoamPointButton);
addRoamPointButton.SetPosition(-70, -95, 0);
addRoamPointButton.SetSize(125, 25);
addRoamPointButton.SetText("Add Roam Point");
addRoamPointButton.AddActionListener((e) =>
{
var local = Players.LocalPlayer;
if (local != null)
{
var loc = local.ThreadSafeLocation;
Logging.Log("Add roam point " + loc.X + " " + loc.Y + " " + loc.Z);
config.ResourceClusterName = Game.ClusterName;
config.RoamPoints.Add(new SafeVector3(new Vector3f(loc.X, loc.Y, loc.Z)));
}
});
removeRoamPointButton = Factories.CreateGuiButton();
primaryPanel.Add(removeRoamPointButton);
removeRoamPointButton.SetPosition(60, -95, 0);
removeRoamPointButton.SetSize(125, 25);
removeRoamPointButton.SetText("Del Roam Point");
removeRoamPointButton.AddActionListener((e) =>
{
var local = Players.LocalPlayer;
if (local != null)
{
var loc = local.ThreadSafeLocation;
Logging.Log("Delete roam point " + loc.X + " " + loc.Y + " " + loc.Z);
for (var i = 0; i < config.RoamPoints.Count; i++)
{
if (config.RoamPoints[i].RealVector3().Expand(3, 3, 3).Contains(loc))
{
config.RoamPoints.RemoveAt(i);
i -= 1;
}
}
}
});
runButton = Factories.CreateGuiButton();
primaryPanel.Add(runButton);
runButton.SetPosition(0, -140, 0);
runButton.SetSize(125, 25);
runButton.SetText("Run");
runButton.AddActionListener((e) =>
{
if (config.VaultDest == null)
{
context.State = "No vault area set!";
return;
}
if (config.RoamPoints.Count == 0)
{
context.State = "No roam points added!";
return;
}
SelectedStart();
});
UpdateForConfig();
});
return(true);
}
/// <summary>
/// Construct a direct output field.
/// </summary>
/// <param name="sourceField">The source field to pass directly on.</param>
public OutputFieldDirect(IInputField sourceField)
{
_sourceField = sourceField;
}
public DataNormalization Step3(bool useOneOf)
{
Console.WriteLine(@"Step 3: Normalize training data");
IInputField inputElevation;
IInputField inputAspect;
IInputField inputSlope;
IInputField hWater;
IInputField vWater;
IInputField roadway;
IInputField shade9;
IInputField shade12;
IInputField shade3;
IInputField firepoint;
var wilderness = new IInputField[4];
var soilType = new IInputField[40];
IInputField coverType;
var norm = new DataNormalization
{
Report = this,
Storage = new NormalizationStorageCSV(_config.NormalizedDataFile.ToString())
};
norm.AddInputField(inputElevation = new InputFieldCSV(true, _config.BalanceFile.ToString(), 0));
norm.AddInputField(inputAspect = new InputFieldCSV(true, _config.BalanceFile.ToString(), 1));
norm.AddInputField(inputSlope = new InputFieldCSV(true, _config.BalanceFile.ToString(), 2));
norm.AddInputField(hWater = new InputFieldCSV(true, _config.BalanceFile.ToString(), 3));
norm.AddInputField(vWater = new InputFieldCSV(true, _config.BalanceFile.ToString(), 4));
norm.AddInputField(roadway = new InputFieldCSV(true, _config.BalanceFile.ToString(), 5));
norm.AddInputField(shade9 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 6));
norm.AddInputField(shade12 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 7));
norm.AddInputField(shade3 = new InputFieldCSV(true, _config.BalanceFile.ToString(), 8));
norm.AddInputField(firepoint = new InputFieldCSV(true, _config.BalanceFile.ToString(), 9));
for (int i = 0; i < 4; i++)
{
norm.AddInputField(wilderness[i] = new InputFieldCSV(true, _config.BalanceFile.ToString(), 10 + i));
}
for (int i = 0; i < 40; i++)
{
norm.AddInputField(soilType[i] = new InputFieldCSV(true, _config.BalanceFile.ToString(), 14 + i));
}
norm.AddInputField(coverType = new InputFieldCSV(false, _config.BalanceFile.ToString(), 54));
norm.AddOutputField(new OutputFieldRangeMapped(inputElevation));
norm.AddOutputField(new OutputFieldRangeMapped(inputAspect));
norm.AddOutputField(new OutputFieldRangeMapped(inputSlope));
norm.AddOutputField(new OutputFieldRangeMapped(hWater));
norm.AddOutputField(new OutputFieldRangeMapped(vWater));
norm.AddOutputField(new OutputFieldRangeMapped(roadway));
norm.AddOutputField(new OutputFieldRangeMapped(shade9));
norm.AddOutputField(new OutputFieldRangeMapped(shade12));
norm.AddOutputField(new OutputFieldRangeMapped(shade3));
norm.AddOutputField(new OutputFieldRangeMapped(firepoint));
for (int i = 0; i < 40; i++)
{
norm.AddOutputField(new OutputFieldDirect(soilType[i]));
}
if (useOneOf)
BuildOutputOneOf(norm, coverType);
else
BuildOutputEquilateral(norm, coverType);
norm.Process();
return norm;
}
public static object?DefaultValue(IPureResolverContext context)
{
IInputField field = context.Parent <IInputField>();
return(field.DefaultValue.IsNull() ? null : field.DefaultValue !.Print());
}
/// <summary>
/// Construct an encoded field.
/// </summary>
/// <param name="sourceField">The field that this is based on.</param>
public OutputFieldEncode(IInputField sourceField)
{
_sourceField = sourceField;
}
/// <summary>
/// Construct a direct output field.
/// </summary>
/// <param name="sourceField">The source field to pass directly on.</param>
public OutputFieldDirect(IInputField sourceField)
{
_sourceField = sourceField;
}
/// <summary>
/// Construct a range segregator.
/// </summary>
/// <param name="sourceField">The source field.</param>
/// <param name="include">Default action, if the data is not in any of the ranges,
/// should it be included.</param>
public RangeSegregator(IInputField sourceField, bool include)
{
_sourceField = sourceField;
_include = include;
}
public override FieldMiddleware CreateExecutor <TEntityType>(NameString argumentName)
{
return(next => context => ExecuteAsync(next, context));
async ValueTask ExecuteAsync(
FieldDelegate next,
IMiddlewareContext context)
{
// first we let the pipeline run and produce a result.
await next(context).ConfigureAwait(false);
// next we get the sort argument.
IInputField argument = context.Field.Arguments[argumentName];
IValueNode sort = context.ArgumentLiteral <IValueNode>(argumentName);
// if no sort is defined we can stop here and yield back control.
if (sort.IsNull() ||
(context.LocalContextData.TryGetValue(
SkipSortingKey,
out object?skipObject) &&
skipObject is bool skip &&
skip))
{
return;
}
if (argument.Type is ListType lt &&
lt.ElementType is NonNullType nn &&
nn.NamedType() is ISortInputType sortInput &&
context.Field.ContextData.TryGetValue(
ContextVisitSortArgumentKey,
out object?executorObj) &&
executorObj is VisitSortArgument executor)
{
var inMemory =
context.Result is QueryableExecutable <TEntityType> executable &&
executable.InMemory ||
context.Result is not IQueryable ||
context.Result is EnumerableQuery;
QueryableSortContext visitorContext = executor(
sort,
sortInput,
inMemory);
// compile expression tree
if (visitorContext.Errors.Count > 0)
{
context.Result = Array.Empty <TEntityType>();
foreach (IError error in visitorContext.Errors)
{
context.ReportError(error.WithPath(context.Path));
}
}
else
{
context.Result = context.Result switch
{
IQueryable <TEntityType> q => visitorContext.Sort(q),
IEnumerable <TEntityType> e => visitorContext.Sort(e.AsQueryable()),
QueryableExecutable <TEntityType> ex =>
ex.WithSource(visitorContext.Sort(ex.Source)),
_ => context.Result
};
}
}
}
}
/// <summary>
/// Add an input field.
/// </summary>
/// <param name="f">The input field to add.</param>
public void AddInputField(IInputField f)
{
_inputFields.Add(f);
}
/// <summary>
/// Add an input field.
/// </summary>
/// <param name="f">The input field to add.</param>
public void AddInputField(IInputField f)
{
_inputFields.Add(f);
}
/// <summary>
/// Construct a balanced segregator.
/// </summary>
/// <param name="target">The input field to base this on, should
/// be an integer value.</param>
/// <param name="count">The number of rows to accept from each
/// unique value for the input.</param>
public IntegerBalanceSegregator(IInputField target, int count)
{
_target = target;
_count = count;
}
private void DetermineInputFieldValue(IInputField field, int index)
{
double num;
InputFieldCSV dcsv;
if (field is InputFieldCSV)
{
goto Label_00F5;
}
if (field is InputFieldMLDataSet)
{
InputFieldMLDataSet set = (InputFieldMLDataSet) field;
MLDataFieldHolder holder = this._dataSetFieldMap[field];
IMLDataPair pair = holder.Pair;
int offset = set.Offset;
if ((((uint) index) >= 0) && (offset >= pair.Input.Count))
{
offset -= pair.Input.Count;
num = pair.Ideal[offset];
if ((((uint) index) + ((uint) num)) > uint.MaxValue)
{
return;
}
if (((uint) offset) >= 0)
{
if (0 != 0)
{
return;
}
goto Label_0022;
}
goto Label_00F5;
}
num = pair.Input[offset];
}
else
{
num = field.GetValue(index);
}
Label_0022:
field.CurrentValue = num;
return;
Label_00F5:
dcsv = (InputFieldCSV) field;
num = this._csvMap[field].GetDouble(dcsv.Offset);
goto Label_0022;
}
/// <summary>
/// Add a nominal item based on a range.
/// </summary>
/// <param name="inputField">The input field to use.</param>
/// <param name="low">The low value of the range.</param>
/// <param name="high">The high value of the range.</param>
public void AddItem(IInputField inputField, double low,
double high)
{
var item = new NominalItem(inputField, low, high);
_items.Add(item);
}
/// <summary>
/// Add an input field.
/// </summary>
/// <param name="f">The input field to add.</param>
public void AddInputField(IInputField f)
{
this.inputFields.Add(f);
}
/// <summary>
/// Construct a range segregator.
/// </summary>
/// <param name="sourceField">The source field.</param>
/// <param name="include">Default action, if the data is not in any of the ranges,
/// should it be included.</param>
public RangeSegregator(IInputField sourceField, bool include)
{
this.sourceField = sourceField;
this.include = include;
}
/// <summary>
/// Called internally to obtain the current value for an input field.
/// </summary>
/// <param name="field">The input field to determine.</param>
/// <param name="index">The current index.</param>
/// <returns>The value for this input field.</returns>
private double DetermineInputFieldValue(IInputField field,
int index)
{
double result = 0;
if (field is InputFieldCSV)
{
InputFieldCSV fieldCSV = (InputFieldCSV)field;
ReadCSV csv = this.csvMap[field];
result = csv.GetDouble(fieldCSV.Offset);
}
else if (field is InputFieldNeuralDataSet)
{
InputFieldNeuralDataSet neuralField = (InputFieldNeuralDataSet)field;
NeuralDataFieldHolder holder = this.dataSetFieldMap
[field];
INeuralDataPair pair = holder.Pair;
int offset = neuralField.Offset;
if (offset < pair.Input.Count)
{
result = pair.Input[offset];
}
else
{
offset -= pair.Input.Count;
result = pair.Ideal[offset];
}
}
else
{
result = field.GetValue(index);
}
field.CurrentValue = result;
return result;
}