public FNodeSet(Schema Columns, bool AlloowDotNames) : this() { this.AllowNameDotName = AlloowDotNames; for (int i = 0; i < Columns.Count; i++) { this.Add(Columns.ColumnName(i), new FNodeFieldRef(null, i, Columns.ColumnAffinity(i), Columns.ColumnSize(i), null)); } }
public FNodeSet(Schema Columns, Key Fields) : this() { this.AllowNameDotName = false; for (int i = 0; i < Fields.Count; i++) { this.Add(Columns.ColumnName(Fields[i]), new FNodeFieldRef(null, Fields[i], Columns.ColumnAffinity(Fields[i]), Columns.ColumnSize(Fields[i]), null)); } }
public NN_Layer(bool Bias, Key Fields, Schema Columns) : this() { // Check if rendered // if (this._IsRendered) throw new Exception("Layer already rendered"); // Add the bias node // if (Bias) this._Nodes.Add(new NeuralNodeStatic("DATA_BIAS", 1)); // Add the references // for (int i = 0; i < Fields.Count; i++) this._Nodes.Add(new NeuralNodeReference(Columns.ColumnName(Fields[i]), Fields[i])); // Tag as rendered // this._IsRendered = true; }
public NN_Layer(NodeReduction Connector, ScalarFunction Activator, Key Fields, Schema Columns) : this() { // Check if rendered // if (this._IsRendered) throw new Exception("Layer already rendered"); // Add the references // for (int i = 0; i < Fields.Count; i++) this._Nodes.Add(new NeuralNodePrediction(Columns.ColumnName(Fields[i]), Activator, Connector, Fields[i])); // Tag as rendered // this._IsRendered = true; }
/// <summary> /// Creates a schema from another schema /// </summary> /// <param name="S">The starting point schema</param> /// <param name="K">A key representing the columns to keep</param> /// <returns>A schema</returns> public static Schema Split(Schema S, Key K) { Schema s = new Schema(); for (int i = 0; i < K.Count; i++) { s.Add(S.ColumnName(K[i]), S.ColumnAffinity(K[i]), S.ColumnNull(K[i]), S.ColumnSize(K[i])); } return s; }
// Statics // /// <summary> /// Combines two schemas; throws an exception if two columns have the same name. /// </summary> /// <param name="S1">The left schema</param> /// <param name="S2">The right schema</param> /// <returns>A combined schema</returns> public static Schema Join(Schema S1, Schema S2) { Schema s = new Schema(); for (int i = 0; i < S1.Count; i++) { s.Add(S1.ColumnName(i), S1.ColumnAffinity(i), S1.ColumnNull(i), S1.ColumnSize(i)); } for (int i = 0; i < S2.Count; i++) { s.Add(S2.ColumnName(i), S2.ColumnAffinity(i), S2.ColumnNull(i), S2.ColumnSize(i)); } return s; }
public void Repoint(Schema OriginalSchema, Schema NewSchema) { if (this._idx >= OriginalSchema.Count) throw new Exception("Original schema is invalid"); if (OriginalSchema.ColumnAffinity(this._idx) != this._affinity) throw new Exception("Original schema is invalid"); string name = OriginalSchema.ColumnName(this._idx); int new_index = NewSchema.ColumnIndex(name); if (new_index == -1) throw new Exception("New schema is invalid"); if (NewSchema.ColumnAffinity(new_index) != this._affinity) throw new Exception("New schema is invalid"); this._idx = new_index; }
public override string Unparse(Schema S) { if (S == null) return string.Format("@R[{0}]", this._idx) + (this._memory == null ? "NULL_MEM" : ""); return S.ColumnName(this._idx) + (this._memory == null ? "NULL_MEM" : ""); }
public static Schema Build(Schema S1, string Alias1, Schema S2, string Alias2, string Delim) { Schema s = new Schema(); for (int i = 0; i < S1.Count; i++) s.Add(Alias1 + Delim + S1.ColumnName(i), S1.ColumnAffinity(i), S1.ColumnNull(i), S1.ColumnSize(i)); for (int i = 0; i < S2.Count; i++) s.Add(Alias2 + Delim + S2.ColumnName(i), S2.ColumnAffinity(i), S2.ColumnNull(i), S2.ColumnSize(i)); return s; }