public static void AppendDefaulTrajectory(string onetrajectory_filename, string reduced_filename, int index_increment)
{
ScenarioTree onetrajectory_st = ScenarioTree.AMPL_Import(onetrajectory_filename);
ScenarioTree reduced = ScenarioTree.AMPL_Import(onetrajectory_filename);
AppendDefaulTrajectory(onetrajectory_st, reduced, reduced_filename, index_increment);
}
public static ScenarioTree AMPL_Import(string file_name)
{
ScenarioTree St = new ScenarioTree();
StreamReader freader = File.OpenText(file_name);
string first_line = freader.ReadLine();
do
{
string line = freader.ReadLine();
string[] parts = line.Split('\t');
if (parts[parts.Length - 1] == string.Empty)
{
parts = Reshape(parts, 0, parts.Length - 1);
}
if (parts.Length > 6)
{
TreeNode Tn = new TreeNode();
Tn.Id = int.Parse(parts[0]);
Tn.Probability = double.Parse(parts[1]);
Tn.Period = int.Parse(parts[2]);
if (parts[3] != string.Empty)
{
Tn.PredecessorId = int.Parse(parts[3]);
}
else
{
Tn.PredecessorId = -1;
}
Tn.Value = new float[parts.Length - 4];
for (int c = 0; c < parts.Length - 4; c++)
{
Tn.Value[c] = float.Parse(parts[4 + c]);
}
St.Add(Tn);
}
}while (!freader.EndOfStream);
St.ConvertPredecessorIdsToReferences();
// Create a deltaT vector.
St.deltaT = new double[St.T];
for (int i = 0; i < St.deltaT.Length; i++)
{
St.deltaT[i] = 1;
}
freader.Close();
return(St);
}
public ScenarioTree Clone()
{
ScenarioTree cloned = new ScenarioTree();
for (int z = 0; z < Count; z++)
{
cloned.Add(this[z]);
if (this[z].Predecessor != null)
{
cloned[z].Predecessor = cloned[this.FindPredecessorIndex(z)];
}
}
cloned.deltaT = (double[])deltaT.Clone();
return(cloned);
}
/// <summary>
/// Builds a new scenario tree by merging two scenarios.
/// </summary>
/// <param name="St1"></param>
/// <param name="St2"></param>
/// <returns></returns>
public static ScenarioTree Merge(ScenarioTree St1, ScenarioTree St2)
{
ScenarioTree St = new ScenarioTree();
St.deltaT = St1.deltaT;
//get the maximum period index...
int T = St1.T;
for (int t = 0; t <= T; t++)
{
if (t == 0)
{
TreeNode root1 = St1.Root;
TreeNode root2 = St2.Root;
TreeNode root = new TreeNode(t, null, 1.0);
MergeValues(root1, root2, ref root);
root.ComesFrom(root1, root2);
St.Add(root);
}
else
{
List <TreeNode> L1 = St1.NodesAt(t);
List <TreeNode> L2 = St2.NodesAt(t);
List <TreeNode> Previous = St.NodesAt(t - 1);
foreach (TreeNode n1 in L1)
{
foreach (TreeNode n2 in L2)
{
TreeNode n = new TreeNode();
n.Period = t;
n.Probability = n1.Probability * n2.Probability;
MergeValues(n1, n2, ref n);
n.Predecessor = ScenarioTree.ComeFromListSearch(Previous, n1.Predecessor, n2.Predecessor);
St.Add(n);
n.ComesFrom(n1, n2);
}
}
}
}
return(St);
}
//old generation routine
static ScenarioTree GenerateOld()
{
int p_Periods = 11;
ScenarioTree XST = new XTree(1);
XST.Generate();
ScenarioTree WST = new WTree(p_Periods);
WST.Generate();
ScenarioTree ST = ScenarioTree.Merge(XST, WST);
return(ST);
}
//index_increment when in memory indices start from 0 so must be incremented
public static void AppendDefaulTrajectory(ScenarioTree onetrajectory_scenario_tree, ScenarioTree reduced, string reduced_filename, int index_increment)
{
// Now find the nodes belonging to the first in the second.
int T = onetrajectory_scenario_tree.Count;
int[] default_trajectory = new int[T];
for (int i = 0; i < T; i++)
{
bool found = false;
TreeNode N_i = onetrajectory_scenario_tree[i];
for (int j = 0; j < reduced.Count; j++)
{
TreeNode N_j = reduced[j];
if (N_i.Period == N_j.Period)
{
if (N_j.HaveEqualValues(N_j))
{
// The two nodes reference the same realization of the underlying.
default_trajectory[i] = N_j.Id;
found = true;
break;
}
}
}
if (!found)
{
Console.WriteLine("Cannot match node");
return;
}
}
// Now write in the output the information about the default trajectory.
StreamWriter sw = File.AppendText(reduced_filename);
sw.WriteLine("param DefaultTrj:=");
for (int i = 0; i < T; i++)
{
int period = onetrajectory_scenario_tree[i].Period + index_increment;
sw.WriteLine(period.ToString() + "\t" + default_trajectory[i].ToString());
}
sw.WriteLine(";");
sw.Close();
}
public ScenarioReduction(ScenarioTree scenarioTree)
{
this.inputScenarioTree = scenarioTree;
this.deltaT = scenarioTree.deltaT;
this.trajectories = (float[][][])scenarioTree.Scenarios;
this.p = (double[])scenarioTree.ScenariosProbabilities.Clone();
// Standardize the scenario variables.
Standardize(VarianceStandardizationType);
this.nodesTrajectories = scenarioTree.ScenariosNodes;
this.distanceWithw0 = new double[this.nodesTrajectories.Length];
for (int z = 0; z < this.distanceWithw0.Length; z++)
{
this.distanceWithw0[z] = -1;
}
}
static void Main(string[] args)
{
System.Threading.Thread.CurrentThread.Priority = System.Threading.ThreadPriority.Lowest;
DateTime t0 = DateTime.Now;
string mode = "A";// only AMPL
if (args.Length < 2)
{
Console.WriteLine("ScenarioReduction V1.2.2\n");
Console.WriteLine("Usage: ScenarioReduction infilename action [out_scenarios] [outputmode default=A] [Options]");
Console.WriteLine("action can be: rnd:reduce or N: no operation (displays in output the original scenario) ");
Console.WriteLine("output mode: C complete (descriptive statistics), A only AMPL output");
Console.WriteLine("options can be:");
Console.WriteLine("[Sn] standardize n=0,1 (use time specific std),2 (use avg std)");
Console.WriteLine("[Mn] metric n=0: L2 ,n=1: fortet mourer (L2)");
Console.WriteLine("Args count=", args.Length.ToString());
return;
}
string infilename = args[0];
string action = args[1].ToUpper();
int out_scenenarios = -1;
int optional_param_count = 0;
if (action == "rnd")
{
out_scenenarios = int.Parse(args[2]);
optional_param_count++;
}
if (args.Length > 2 + optional_param_count)
{
mode = args[2 + optional_param_count].ToUpper();
}
if (2 + optional_param_count < args.Length - 1)
{
Console.WriteLine("Options:");
do
{
optional_param_count++;
string op = args[2 + optional_param_count];
int val = int.Parse(op.Substring(1));
switch (op[0])
{
case 'S': //standardize
ScenarioReduction.VarianceStandardizationType = val;
if (mode == "C")
{
Console.WriteLine("Standardize=" + val);
}
break;
case 'M': // metric
ScenarioReduction.DistanceType = val;
if (mode == "C")
{
Console.WriteLine("Metric =" + val);
}
break;
}
}while (2 + optional_param_count < args.Length - 1);
}
ScenarioReduction SRA = null;
ScenarioTree ST = ScenarioTree.FromFile(infilename);
if (mode == "C")
{
Console.WriteLine("Original Tree Descriptive Statistics:");
ST.DescriptiveStatistics(Console.Out);
}
ScenarioTree reduced_tree = null;
if (action == "rnd")
{
SRA = new BackwardReduction(ST);
SRA.Reduce(out_scenenarios);
reduced_tree = SRA.ReducedScenarioTree;
}
else
{
reduced_tree = ST;
}
if (mode == "C")
{
Console.WriteLine("Reduced Tree descriptive Statistics:");
reduced_tree.DescriptiveStatistics(Console.Out);
Console.WriteLine("Reduced Tree:");
Console.WriteLine(reduced_tree.ToString());
}
Console.Write(reduced_tree.AMPL_Export("", "N_", null));
DateTime t1 = DateTime.Now;
}
/// <summary>
/// Read a text file with the following structure
///
/// Node:
/// Id:= x1
/// p := x1
/// t := x1
/// v := x1 x2 xn
/// ParentId := c1
/// </summary>
/// <param name="file"></param>
/// <returns></returns>
public static ScenarioTree FromFile(string file)
{
StreamReader sr = File.OpenText(file);
string line;
ScenarioTree tree = new ScenarioTree();
TreeNode tn = null;
do
{
line = sr.ReadLine();
if (line.Contains("Node:"))
{
// Add the previous.
if (tn != null)
{
tree.Add(tn);
}
tn = new TreeNode();
}
else if (line.Contains("ParentId"))
{
line = CutIdentifier(line);
int predessor_id = int.Parse(line);
if (predessor_id > 0)
{
tn.Predecessor = tree[predessor_id - 1];
}
}
else if (line.Contains("Id"))
{
line = CutIdentifier(line);
tn.Id = int.Parse(line);
}
else if (line.Contains("p"))
{
line = CutIdentifier(line);
tn.Probability = double.Parse(line);
}
else if (line.Contains("t"))
{
line = CutIdentifier(line);
tn.Period = int.Parse(line);
}
else if (line.Contains("v"))
{
line = CutIdentifier(line);
string[] values = line.Split('\t');
tn.Value = new float[values.Length - 1];
for (int i = 0; i < values.Length - 1; i++)
{
tn.Value[i] = float.Parse(values[i]);
}
}
}while (!sr.EndOfStream);
// Aadd the last one.
if (tn != null)
{
tree.Add(tn);
}
int min_period = 1;
// Check for the format of periods.
for (int z = 0; z < tree.Count; z++)
{
if (tree[z].Period < min_period)
{
min_period = tree[z].Period;
}
}
if (min_period == 1)
{
tree.OneBasedPeriods = 1;
for (int z = 0; z < tree.Count; z++)
{
tree[z].Period--;
}
}
else
{
tree.OneBasedPeriods = 0;
}
int Periods = tree.T + 1;
tree.deltaT = new double[Periods];
for (int t = 0; t < Periods; t++)
{
tree.deltaT[t] = 1;
}
return(tree);
}
/// <summary>
/// Return a scenario tree formed by only the component selected...
/// </summary>
/// <param name="d"></param>
/// <returns></returns>
public ScenarioTree GetComponent(int d)
{
ScenarioTree ST = new ScenarioTree();
return(null);
}
public void Export(ScenarioTree tree)
{
// Number of scenarios.
int L = tree.Leafs.Count;
// Number of stages.
int S = 1 + tree.T;
// Prints a string like: stage: [1 2 2 3 3 3 3 4 4 4 4 4 4 4 4].
Console.Write("stage: [");
for (int n = 0; n < tree.Count; n++)
{
Console.Write(tree[n].Period + 1 + "\t");
}
Console.WriteLine("]");
// Number of stages.
Console.WriteLine("numTime: " + S);
// Number of scenarios.
Console.WriteLine("numScenario: " + tree.Leafs.Count);
Console.WriteLine("numNode: " + tree.Count);
int idx = -1;
for (int z = 0; z < tree.Count; z++)
{
// Periods starts form zero.
if (tree[z].Period == S - 2)
{
idx = z;
}
}
// Index of last node of the second last stage.
Console.WriteLine("secondlaststagenode: " + (idx + 1));
// Checks if it's correct!
if (tree[idx + 1].Period != S - 1)
{
throw new Exception("Failed to calculate secondlaststagenode");
}
// Scenario node variable.
TreeNode[][] sn = tree.ScenariosNodes;
Console.Write("ScenarioNode: [");
for (int l = 0; l < L; l++)
{
for (int s = 0; s < S; s++)
{
Console.Write(sn[l][s].Id + "\t");
}
if (l < L - 1)
{
Console.WriteLine();
}
else
{
Console.WriteLine("]");
}
}
// ***************************
// Generate Probability: stages by row
// Probability: [1 0.5 0.5].
Console.Write("Probability: [");
for (int s = 0; s < S; s++)
{
List <TreeNode> nodes = tree.NodesAt(s);
foreach (TreeNode n in nodes)
{
Console.Write(n.Probability + "\t");
}
if (s < S - 1)
{
Console.WriteLine();
}
else
{
Console.WriteLine("]");
}
}
// Descendant...Matrix
// for every node (rows) it calculates the start and the end of the
// descendant nodes for every subsequent period.
Console.WriteLine("successor: [");
for (int n = 0; n < tree.Count; n++)
{
if (tree[n].Period < S - 1)
{
for (int s = 1; s < S; s++)
{
List <TreeNode> successors = tree.GetSuccessors(tree[n], s);
if (successors.Count > 0)
{
Console.Write(successors[0].Id + "\t" +
successors[successors.Count - 1].Id + "\t");
}
else
{
Console.Write("0\t0\t");
}
}
Console.WriteLine();
}
}
Console.WriteLine("]");
// Merge component names that contain _P _B in the name.
List <int[]> indices = new List <int[]>();
// Already taken.
bool[] taken = new bool[tree.componentNames.Count];
// Iterate for every component.
for (int d = 0; d < tree.componentNames.Count; d++)
{
if (!taken[d])
{
List <int> sub = new List <int>();
sub.Add(d);
taken[d] = true;
if (tree.componentNames[d].Contains("_B"))
{
string name = tree.componentNames[d].Replace("_B", "_P");
for (int d1 = d + 1; d1 < tree.componentNames.Count; d1++)
{
if (name.Equals(tree.componentNames[d1],
StringComparison.InvariantCultureIgnoreCase))
{
sub.Add(d1);
taken[d1] = true;
break;
}
}
}
indices.Add(sub.ToArray());
}
}
// Value Variables.
for (int z = 0; z < indices.Count; z++)
{
int[] sub = indices[z];
int d = sub[0];
string name = "Component" + (z + 1);
if (tree.componentNames != null)
{
if (d < tree.componentNames.Count)
{
name = tree.componentNames[d];
if (sub.Length > 1)
{
name = name.Replace("_B", string.Empty);
}
}
}
Console.Write(name + ": [");
for (int s = 0; s < S; s++)
{
List <TreeNode> nodes = tree.NodesAt(s);
foreach (TreeNode n in nodes)
{
for (int z1 = 0; z1 < sub.Length; z1++)
{
Console.Write(n.Value[sub[z1]] + "\t");
}
}
if (s < S - 1)
{
Console.WriteLine();
}
else
{
Console.WriteLine("]");
}
}
}
return;
}
public int DecoratedPeriod(ScenarioTree tree)
{
return(this.Period + tree.OneBasedPeriods);
}
public BackwardReduction(ScenarioTree p_st)
: base(p_st)
{
LogReset();
}
public SimultaneousBackwardReduction(ScenarioTree scenarioTree)
: base(scenarioTree)
{
}
