我创建了一个用于存储和操作数据集的数据集类。另一个名为Dataset Iris的类扩展了Dataset,因为Dataset是Principal类,其中每个不同的数据集(iris等)都扩展了它,因为它们有一个特性和不同的加载方法(我可以从文件加载.txt, .data或数据库等......)。
我的实际代码是这样并运行,但我的老师告诉我,我应该应用"装饰"解决它的设计模式,但看着装饰UML,我不这么认为,因为我没有"混凝土组件" (我可以创造。你怎么看待它?是装饰设计模式还是其他(比如模板方法)?
数据集
public class Dataset
{
private int nFeature;
private int nRecord;
private ArrayList<Integer> featureUsed;
private String nomeDataset;
//public double Mat [][];
private ArrayList<ArrayList<Double>> Mat;
public double Distanza(int i, ArrayList<Double> centroide)
{
double Sum=0;
for(int j=0; j<nFeature; j++)
Sum+=Math.pow((centroide.get(j) - Mat.get(j).get(i)), 2);
return Math.sqrt(Sum);
}
public double getCell(int i, int j)
{
return Mat.get(j).get(i);
}
public void initMat()
{
Mat = new ArrayList<ArrayList<Double>>();
featureUsed = new ArrayList<Integer>();
for(int i=0; i< nFeature; i++)
{
Mat.add(new ArrayList<Double>());
featureUsed.add(i);
}
}
public void writeDataset()
{
for(int i=0; i< nRecord; i++)
{
for(int j=0; j < nFeature; j++)
{
System.out.print( Mat.get(j).get(i)+ " ");
}
System.out.println("\n");
}
}
public ArrayList<Double> getRecord(int i_r)
{
ArrayList<Double> record = new ArrayList<Double>();
for(int i=0; i<nFeature; i++)
record.add( Mat.get(i).get(i_r));
return record;
}
public Dataset(int nFeature, String Nome)
{
setnFeature(4);
setNomeDataset(Nome);
initMat();
}
public Dataset(ArrayList<ArrayList<Double>> MatInput, ArrayList<Integer> featureSelected, int nRecord)
{
Mat = new ArrayList<ArrayList<Double>>();
this.featureUsate = new ArrayList<Integer>(featureSelected);
this.nRecord = nRecord;
this.setnFeature(featureSelected.size());
for(int i=0; i<featureSelected.size(); i++)
setCol( MatInput.get( featureSelected.get(i)));
}
public Dataset() {
// TODO Auto-generated constructor stub
}
public void setCol( ArrayList<Double> colVal)
{
this.Mat.add(colVal);
}
public ArrayList<ArrayList<Double>> getMat()
{
return this.Mat;
}
public int getnFeature() {
return this.nFeature;
}
public int getnRecord() {
return this.nRecord;
}
public void setnFeature(int nFeature)
{
this.nFeature = nFeature;
return;
}
public void setnRecord(int nRecord) {
this.nRecord=nRecord;
return;
}
public void setTable(int Colonna, Double Valore)
{
Mat.get(Colonna).add(Valore);
}
public String getNomeDataset() {
return this.nomeDataset;
}
public void setNomeDataset(String nomeDataset) {
this.nomeDataset = new String(nomeDataset);
}
public double[][] toMatrix()
{
double[][] matrix = new double[this.getnRecord()][this.getnFeature()];
for(int i=0; i< nRecord; i++)
{
for(int j=0; j < nFeature; j++)
{
matrix[i][j] = Mat.get(j).get(i);
}
}
return matrix;
}
public ArrayList<Integer> getFeatureUsed()
{return this.featureUsed;}
}
DatasetIris
public class DatasetIris extends Dataset
{
private String[] nomiFeature = {"Petal Length",
"Petal Width",
"Sepal Length",
"Sepal Width"
};
public DatasetIris(String NomeFile) throws IOException
{
super(4,NomeFile);
super.setnRecord( CaricaDataset(NomeFile) );
}
// Other DatasetIris with their load (database or other type of files)?
protected int loadDataset(String pathFile) throws IOException
{
int iRecord = 0;
BufferedReader bufferLetto = null;
String line = "";
String cvsSplitBy = ",";
try {
bufferLetto = new BufferedReader(new FileReader(pathFile));
while ((line = bufferLetto.readLine()) != null)
{
if (line.length() > 0)
{
String[] cell = line.split(cvsSplitBy);
this.addRow(cell);
iRecord++;
}
}
} catch (FileNotFoundException e) {
e.printStackTrace();
} catch (IOException e) {
e.printStackTrace();
} finally {
if (bufferLetto != null) {
try {
bufferLetto.close();
} catch (IOException e) {
e.printStackTrace();
}
}
}
return iRecord;
}
// New File.data to Mat
public void addRow(Object cell[])
{
for(int i=0; i<getnFeature(); i++)
super.setTable(i, Double.parseDouble(cell[i].toString()));
}
}