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public Matrix copy () { Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j]; } } return X; }
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public Object clone () { return this.copy(); }
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public double[][] getArray () { return A; }
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public double[][] getArrayCopy () { double[][] C = new double[m][n]; for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j]; } } return C; }
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public double[] getColumnPackedCopy () { double[] vals = new double[m*n]; for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { vals[i+j*m] = A[i][j]; } } return vals; }
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public double[] getRowPackedCopy () { double[] vals = new double[m*n]; for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { vals[i*n+j] = A[i][j]; } } return vals; }
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public int getRowDimension () { return m; }
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public int getColumnDimension () { return n; }
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public double get (int i, int j) { return A[i][j]; }
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public Matrix getMatrix (int i0, int i1, int j0, int j1) { Matrix X = new Matrix(i1-i0+1,j1-j0+1); double[][] B = X.getArray(); try { for (int i = i0; i <= i1; i++) { for (int j = j0; j <= j1; j++) { B[i-i0][j-j0] = A[i][j]; } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } return X; }
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public Matrix getMatrix (int[] r, int[] c) { Matrix X = new Matrix(r.length,c.length); double[][] B = X.getArray(); try { for (int i = 0; i < r.length; i++) { for (int j = 0; j < c.length; j++) { B[i][j] = A[r[i]][c[j]]; } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } return X; }
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public Matrix getMatrix (int i0, int i1, int[] c) { Matrix X = new Matrix(i1-i0+1,c.length); double[][] B = X.getArray(); try { for (int i = i0; i <= i1; i++) { for (int j = 0; j < c.length; j++) { B[i-i0][j] = A[i][c[j]]; } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } return X; }
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public Matrix getMatrix (int[] r, int j0, int j1) { Matrix X = new Matrix(r.length,j1-j0+1); double[][] B = X.getArray(); try { for (int i = 0; i < r.length; i++) { for (int j = j0; j <= j1; j++) { B[i][j-j0] = A[r[i]][j]; } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } return X; }
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public void set (int i, int j, double s) { A[i][j] = s; }
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public void setMatrix (int i0, int i1, int j0, int j1, Matrix X) { try { for (int i = i0; i <= i1; i++) { for (int j = j0; j <= j1; j++) { A[i][j] = X.get(i-i0,j-j0); } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } }
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public void setMatrix (int[] r, int[] c, Matrix X) { try { for (int i = 0; i < r.length; i++) { for (int j = 0; j < c.length; j++) { A[r[i]][c[j]] = X.get(i,j); } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } }
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public void setMatrix (int[] r, int j0, int j1, Matrix X) { try { for (int i = 0; i < r.length; i++) { for (int j = j0; j <= j1; j++) { A[r[i]][j] = X.get(i,j-j0); } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } }
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public void setMatrix (int i0, int i1, int[] c, Matrix X) { try { for (int i = i0; i <= i1; i++) { for (int j = 0; j < c.length; j++) { A[i][c[j]] = X.get(i-i0,j); } } } catch(ArrayIndexOutOfBoundsException e) { throw new ArrayIndexOutOfBoundsException("Submatrix indices"); } }
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public Matrix transpose () { Matrix X = new Matrix(n,m); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[j][i] = A[i][j]; } } return X; }
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public double norm1 () { double f = 0; for (int j = 0; j < n; j++) { double s = 0; for (int i = 0; i < m; i++) { s += Math.abs(A[i][j]); } f = Math.max(f,s); } return f; }
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public double norm2 () { return (new SingularValueDecomposition(this).norm2()); }
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public double normInf () { double f = 0; for (int i = 0; i < m; i++) { double s = 0; for (int j = 0; j < n; j++) { s += Math.abs(A[i][j]); } f = Math.max(f,s); } return f; }
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public double normF () { double f = 0; for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { f = Maths.hypot(f,A[i][j]); } } return f; }
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public Matrix uminus () { Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = -A[i][j]; } } return X; }
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public Matrix plus (Matrix B) { checkMatrixDimensions(B); Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j] + B.A[i][j]; } } return X; }
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public Matrix plusEquals (Matrix B) { checkMatrixDimensions(B); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = A[i][j] + B.A[i][j]; } } return this; }
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public Matrix minus (Matrix B) { checkMatrixDimensions(B); Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j] - B.A[i][j]; } } return X; }
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public Matrix minusEquals (Matrix B) { checkMatrixDimensions(B); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = A[i][j] - B.A[i][j]; } } return this; }
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public Matrix arrayTimes (Matrix B) { checkMatrixDimensions(B); Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j] * B.A[i][j]; } } return X; }
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public Matrix arrayTimesEquals (Matrix B) { checkMatrixDimensions(B); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = A[i][j] * B.A[i][j]; } } return this; }
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public Matrix arrayRightDivide (Matrix B) { checkMatrixDimensions(B); Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = A[i][j] / B.A[i][j]; } } return X; }
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public Matrix arrayRightDivideEquals (Matrix B) { checkMatrixDimensions(B); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = A[i][j] / B.A[i][j]; } } return this; }
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public Matrix arrayLeftDivide (Matrix B) { checkMatrixDimensions(B); Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = B.A[i][j] / A[i][j]; } } return X; }
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public Matrix arrayLeftDivideEquals (Matrix B) { checkMatrixDimensions(B); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = B.A[i][j] / A[i][j]; } } return this; }
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public Matrix times (double s) { Matrix X = new Matrix(m,n); double[][] C = X.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { C[i][j] = s*A[i][j]; } } return X; }
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public Matrix timesEquals (double s) { for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { A[i][j] = s*A[i][j]; } } return this; }
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public Matrix times (Matrix B) { if (B.m != n) { throw new IllegalArgumentException("Matrix inner dimensions must agree."); } Matrix X = new Matrix(m,B.n); double[][] C = X.getArray(); double[] Bcolj = new double[n]; for (int j = 0; j < B.n; j++) { for (int k = 0; k < n; k++) { Bcolj[k] = B.A[k][j]; } for (int i = 0; i < m; i++) { double[] Arowi = A[i]; double s = 0; for (int k = 0; k < n; k++) { s += Arowi[k]*Bcolj[k]; } C[i][j] = s; } } return X; }
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public LUDecomposition lu () { return new LUDecomposition(this); }
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public QRDecomposition qr () { return new QRDecomposition(this); }
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public CholeskyDecomposition chol () { return new CholeskyDecomposition(this); }
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public SingularValueDecomposition svd () { return new SingularValueDecomposition(this); }
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public EigenvalueDecomposition eig () { return new EigenvalueDecomposition(this); }
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public Matrix solve (Matrix B) { return (m == n ? (new LUDecomposition(this)).solve(B) : (new QRDecomposition(this)).solve(B)); }
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public Matrix solveTranspose (Matrix B) { return transpose().solve(B.transpose()); }
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public Matrix inverse () { return solve(identity(m,m)); }
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public double det () { return new LUDecomposition(this).det(); }
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public int rank () { return new SingularValueDecomposition(this).rank(); }
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public double cond () { return new SingularValueDecomposition(this).cond(); }
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public double trace () { double t = 0; for (int i = 0; i < Math.min(m,n); i++) { t += A[i][i]; } return t; }
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public static Matrix random (int m, int n) { Matrix A = new Matrix(m,n); double[][] X = A.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { X[i][j] = Math.random(); } } return A; }
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public static Matrix identity (int m, int n) { Matrix A = new Matrix(m,n); double[][] X = A.getArray(); for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { X[i][j] = (i == j ? 1.0 : 0.0); } } return A; }
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public void print (int w, int d) { print(new PrintWriter(System.out,true),w,d); }
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public void print (PrintWriter output, int w, int d) { DecimalFormat format = new DecimalFormat(); format.setDecimalFormatSymbols(new DecimalFormatSymbols(Locale.US)); format.setMinimumIntegerDigits(1); format.setMaximumFractionDigits(d); format.setMinimumFractionDigits(d); format.setGroupingUsed(false); print(output,format,w+2); }
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public void print (NumberFormat format, int width) { print(new PrintWriter(System.out,true),format,width); }
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public void print (PrintWriter output, NumberFormat format, int width) { output.println(); // start on new line. for (int i = 0; i < m; i++) { for (int j = 0; j < n; j++) { String s = format.format(A[i][j]); // format the number int padding = Math.max(1,width-s.length()); // At _least_ 1 space for (int k = 0; k < padding; k++) output.print(' '); output.print(s); } output.println(); } output.println(); // end with blank line. }
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public static Matrix read (BufferedReader input) throws java.io.IOException { StreamTokenizer tokenizer= new StreamTokenizer(input); // Although StreamTokenizer will parse numbers, it doesn't recognize // scientific notation (E or D); however, Double.valueOf does. // The strategy here is to disable StreamTokenizer's number parsing. // We'll only get whitespace delimited words, EOL's and EOF's. // These words should all be numbers, for Double.valueOf to parse. tokenizer.resetSyntax(); tokenizer.wordChars(0,255); tokenizer.whitespaceChars(0, ' '); tokenizer.eolIsSignificant(true); java.util.Vector v = new java.util.Vector(); // Ignore initial empty lines while (tokenizer.nextToken() == StreamTokenizer.TT_EOL); if (tokenizer.ttype == StreamTokenizer.TT_EOF) throw new java.io.IOException("Unexpected EOF on matrix read."); do { v.addElement(Double.valueOf(tokenizer.sval)); // Read & store 1st row. } while (tokenizer.nextToken() == StreamTokenizer.TT_WORD); int n = v.size(); // Now we've got the number of columns! double row[] = new double[n]; for (int j=0; j<n; j++) // extract the elements of the 1st row. row[j]=((Double)v.elementAt(j)).doubleValue(); v.removeAllElements(); v.addElement(row); // Start storing rows instead of columns. while (tokenizer.nextToken() == StreamTokenizer.TT_WORD) { // While non-empty lines v.addElement(row = new double[n]); int j = 0; do { if (j >= n) throw new java.io.IOException ("Row " + v.size() + " is too long."); row[j++] = Double.valueOf(tokenizer.sval).doubleValue(); } while (tokenizer.nextToken() == StreamTokenizer.TT_WORD); if (j < n) throw new java.io.IOException ("Row " + v.size() + " is too short."); } int m = v.size(); // Now we've got the number of rows. double[][] A = new double[m][]; v.copyInto(A); // copy the rows out of the vector return new Matrix(A); }
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private void checkMatrixDimensions (Matrix B) { if (B.m != m || B.n != n) { throw new IllegalArgumentException("Matrix dimensions must agree."); } }
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public void reduce(IntWritable key, Iterable<Text> values, Context context ) throws IOException, InterruptedException { ArrayList<String> list = new ArrayList<String>(); for (Text val : values) { list.add(val.toString()); context.write(val, null); } int coloumnSize = list.size(); int rowSize = list.get(0).split("\t").length-1; if (coloumnSize == 0) { System.out.println("Cannot perform LSI because '0' elements in this Cluster"); } /* Need to look into this condition*/ else if (rowSize <= coloumnSize) { System.out.println("rowSize =" + rowSize); System.out.println("coloumnSize =" + coloumnSize); System.out.println("Cannot perform LSI because rowsize < coloumnsize in this Cluster"); } else { double [][] arr = new double[rowSize][coloumnSize]; String[] Ids = new String[coloumnSize]; Iterator<String> ListIter = list.iterator(); int countRow = 0; int countCol = 0; while (ListIter.hasNext()) { String tmp = ListIter.next(); StringTokenizer itr = new StringTokenizer(tmp); Ids[countCol] = itr.nextToken("\t"); while (itr.hasMoreTokens()) { arr[countRow][countCol] = Double.parseDouble(itr.nextToken("\t")); //context.write(word, one); countRow++; } countRow=0; countCol++; } Matrix A = new Matrix(arr); SingularValueDecomposition SVD = new SingularValueDecomposition(A); Matrix S = SVD.getS(); Matrix U = SVD.getU(); Matrix V = SVD.getV(); Configuration conf = context.getConfiguration(); int reducedRank = Integer.parseInt(conf.get("ReducedRank")); int rank= S.rank(); int toreduce = 40; //default no specific reason why I gave 40 if((6*rank)/10 < reducedRank ) { toreduce = (6*rank)/10; } else { toreduce = reducedRank; } //Reducing rank S = S.getMatrix(0, toreduce-1, 0, toreduce-1); U = U.getMatrix(0, U.getRowDimension()-1, 0, toreduce-1); V = V.getMatrix(0, V.getRowDimension()-1, 0, toreduce-1); A = U.times(S); A = A.times(V.transpose()); //Convert back to array to print arr = A.getArray(); String val = ""; for (int i=0;i<coloumnSize;i++) { val = Ids[i]+" "; for (int j=0;j<rowSize;j++) { val += Double.toString(arr[j][i]) + " "; } context.write(new Text(val), null); } } }
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public void setup(Context context) { Configuration conf = context.getConfiguration(); try { FileSystem fs = FileSystem.get(conf); Path infile = new Path(conf.get("CentroidFile")); //give it as an argument if (!fs.exists(infile)) System.out.println("Centroids.txt does not exist"); if (!fs.isFile(infile)) System.out.println("Centroids.txt is not a file"); BufferedReader br=new BufferedReader(new InputStreamReader(fs.open(infile))); String str = conf.get("NoOfClusters"); int K = Integer.parseInt(str); for (int i=0; i<K;i++) { String centroidData = br.readLine(); Centroids.put(i, centroidData); System.out.println(centroidData); } br.close(); } catch (IOException e) { // TODO Auto-generated catch block System.out.println("Exception in Creating the FileSystem object in Mapper"); e.printStackTrace(); } }
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private double EucledianDistance(String s1, String s2) { StringTokenizer itr1 = new StringTokenizer(s1); StringTokenizer itr2 = new StringTokenizer(s2); String id1 = itr1.nextToken("\t");//Do not remove (needed to remove the first id element) String id2 = itr2.nextToken("\t");//Do not remove (needed to remove the first id element) Double sum = 0.0; Double Diff = 0.0; while (itr1.hasMoreTokens() && itr2.hasMoreTokens()) { Diff = (Double.parseDouble(itr1.nextToken("\t")) - Double.parseDouble(itr2.nextToken("\t"))); sum = sum + Math.pow(Diff, 2); } return Math.sqrt(sum); }
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public void map(Object key, Text value, Context context ) throws IOException, InterruptedException { int minCentroidID=0; double dist, mindist = -1.0; Iterator<Integer> keyIter = Centroids.keySet().iterator(); while (keyIter.hasNext()) { Integer CentroidID = keyIter.next(); dist = EucledianDistance(Centroids.get(CentroidID), value.toString()); System.out.println("Distance between"+Centroids.get(CentroidID)+"AND"+value.toString()+"is"+ dist); if (dist < mindist || mindist == -1.0) { mindist = dist; minCentroidID = CentroidID; } } IntWritable k = new IntWritable(minCentroidID); context.write(k, value); }
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public void map(Object key, Text value, Context context ) throws IOException, InterruptedException { IntWritable one = new IntWritable(1); context.write(one, value); }
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public void reduce(IntWritable key, Iterable<Text> values, Context context ) throws IOException, InterruptedException { for (Text val : values) { context.write(val, null); } }
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public Map() { System.out.println("============CALLING THE CONSTRUCTOR=============="); }
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public void setup(Context context) { Configuration conf = context.getConfiguration(); docCount = termCount = 0; int maxTermCount = Integer.parseInt(conf.get("TermCount")); curDocId.set(-1); tdMat = conf.get("MatType").trim(); /* Fetch information about documents from docIndex */ try { System.out.println("----Making DocIndex-----"); FileSystem fs = FileSystem.get(conf); String docIdx = conf.get("DocIndex"); Path infile = new Path(docIdx); /* DocIndex File*/ if (!fs.exists(infile)) System.out.println(docIdx+" does not exist"); if (!fs.isFile(infile)) System.out.println(docIdx+" is not a file"); BufferedReader br=new BufferedReader(new InputStreamReader(fs.open(infile))); String curLine = "", curDoc = ""; while( (curLine = br.readLine()) != null) { curDoc = curLine.trim(); if(curDoc.length()>0) { String tokens[] = curDoc.split("/"); String curFile = tokens[tokens.length-1]; docIndex.put(curFile, docCount); System.out.println(docCount+" "+curFile); docCount++; } } br.close(); } catch (IOException e) { // TODO Auto-generated catch block System.out.println("Exception in Creating the FileSystem object in Mapper"); e.printStackTrace(); } System.out.println("Initiaing TermDocIndexer with "+docCount+" documents using "+termCount+" terms"); /* Fetch information about terms from termIndex */ System.out.println("Trying to make termIndex"); try { FileSystem fs = FileSystem.get(conf); String termIdx = conf.get("TermIndex"); Path infile = new Path(termIdx); /* TermIndex File*/ if (!fs.exists(infile)) System.out.println(termIdx+" does not exist"); if (!fs.isFile(infile)) System.out.println(termIdx+" is not a file"); System.out.println("----Making termIndex-----"); BufferedReader br=new BufferedReader(new InputStreamReader(fs.open(infile))); String curLine = "", curTerm = ""; int curFrq = 0; while( (curLine = br.readLine()) != null && termCount < maxTermCount ) { String tokens[] = curLine.split("\t"); //System.out.println(curLine+" "+tokens.length); if(tokens.length>=2) { curTerm = tokens[0]; curFrq = Integer.parseInt(tokens[1]); float dc = Float.parseFloat(tokens[2]); float termRatio = dc/docCount; double curIdf = Math.log(termRatio); if(dc == 0) curIdf = -200; System.out.println(" IDF for "+curTerm+" is "+curIdf+" made from "+termRatio+" on "+dc+"/"+docCount); idf.put(curTerm, curIdf); termFrq.put(curTerm, curFrq); termIndex.put(curTerm , termCount); System.out.println(termCount+" "+curTerm+" "+curFrq); termCount++; } } br.close(); } catch (IOException e) { // TODO Auto-generated catch block System.out.println("Exception in Creating the FileSystem object in Mapper"); e.printStackTrace(); } FileSplit fileSplit = (FileSplit)context.getInputSplit(); String inputFile = fileSplit.getPath().getName(); System.out.println("===========INPUT-FILE : "+inputFile+" ================="); if(docIndex.containsKey(inputFile)==true) { curDocId.set(docIndex.get(inputFile)); } System.out.print("Imp!!! - Running on inputFile "+inputFile+" with docIndex "+curDocId.get()); //conf.set("TermCount", Integer.toString(termCount) ); conf.set("DocCount", Integer.toString(docCount) ); return; }
45d66fad-027f-4226-b851-1dabc0ea35e4
public void map(LongWritable key, Text value, Context context) throws IOException { String line = value.toString(); line = line.replaceAll("[^a-zA-Z0-9]+"," "); line = line.toLowerCase(); IntWritable dummyDocId = new IntWritable(); dummyDocId.set(1); Configuration conf = context.getConfiguration(); System.out.println("Working on TermDocIndexer with "+docCount+" documents using "+termCount+" terms"); System.out.println("Conf : Working on TermDocIndexer with "+conf.get("DocCount")+" documents using "+conf.get("TermCount")+" terms"); System.out.println("TermIndex has "+termIndex.size()+" elements and docIndex has "+docIndex.size()+" elements"); System.out.println("Line is : "+line); StringTokenizer tokenizer = new StringTokenizer(line); while (tokenizer.hasMoreTokens()) { String curTerm = tokenizer.nextToken(); int termIdx = -1; double termWt = 1.0; if(termIndex.containsKey(curTerm) == true) termIdx = termIndex.get(curTerm); System.out.println("TD - Matrix type is "+tdMat); if(tdMat.equals("TFIDF")) { if(idf.containsKey(curTerm) == true) termWt = idf.get(curTerm); System.out.println("Using TFIDF termWt "+termWt); } else if(tdMat.equals("TF")) { termWt = 1; } else { termWt = 2; } String ans = termIdx+"\t"+termWt; System.out.println("Emit :"+ curDocId.get()+" => "+ans); Text ans1 = new Text(ans); try { context.write( curDocId , ans1 ); } catch (InterruptedException e) { // TODO Auto-generated catch block System.out.println("Failed emitting from mapper"); e.printStackTrace(); } } }
52502c12-d333-4aae-84d8-436228c25001
public void reduce(IntWritable docId, Iterable<Text> termFrequencies, Context context) throws IOException { /* Dont collect to reduce rather write straight-away to $OUTPUT_FOLDER/Index/TermIndex/ */ int[] finalTermFrq = new int[2]; boolean mtTypeIncdence = false; Configuration conf = context.getConfiguration(); String termCountString = conf.get("TermCount"); int termCount = /*10000; conf.setIfUnset("TermCount", "10000"); if(termCountString != null) termCount =*/ Integer.parseInt(termCountString); System.out.println("Reducer Conf : Working on TermDocIndexer with "+conf.get("DocCount")+" documents using "+conf.get("TermCount")+" terms"); float[] docVector = new float[termCount]; int termFreq = 0; for (Text termInformation : termFrequencies) { String termInfo[] = termInformation.toString().split("\t"); System.out.println("Input is : "+termInformation); if(termInfo.length>=2) { int curTermIdx = Integer.parseInt(termInfo[0]); float curTermWt = Float.parseFloat(termInfo[1]); if(curTermWt == 2) mtTypeIncdence = true; if(curTermIdx<termCount && curTermIdx>=0) docVector[curTermIdx] += curTermWt; else { System.out.println("ERROR !! - TermIdx "+curTermIdx+" with frequency "+curTermWt+" out of range"); } } } String val = ""; for(int i=0;i<termCount;i++) { if(mtTypeIncdence==true) { if(docVector[i]!=0) val+="1\t"; else val+="0\t"; } else { val+=docVector[i]+"\t"; } } try { context.write(docId, new Text(val)); } catch (InterruptedException e) { // TODO Auto-generated catch block System.out.println("Failed emitting from reducer"); e.printStackTrace(); } }
9c414e29-233e-47ce-ba26-e59dfeb64563
public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); conf.set("TermIndex",args[0]+"/../Index/TermIndex.dat"); conf.set("DocIndex",args[0]+"/../Index/DocIndex.dat"); conf.set("TermCount", args[1]); conf.set("MatType", args[2]); //JobConf conf = new JobConf(TermDocIndexer.class); Job job = new Job(conf, "TermDocIndexing Job"); job.setOutputKeyClass(IntWritable.class); job.setOutputValueClass(Text.class); job.setJarByClass(TermDocIndexer.class); job.setMapperClass(Map.class); job.setReducerClass(Reduce.class); FileInputFormat.setInputPaths(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[0]+"/../TDMatrix/")); job.waitForCompletion(true); }
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public Parser() { analyzer = new LexicalAnalyzer(); }
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public Node parse(Reader src) throws ScriptException { analyzer.load(src); return parseExpression(); }
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private Node parseExpression() throws ScriptException { return parseAdditive(); }
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private Node parseAdditive() throws ScriptException { Node left = parseMultiplicative(); if (left == null) return null; Token token; while ((token = analyzer.getNextToken()) != null) { if (token.getType() != Operators.ADD && token.getType() != Operators.SUB) { analyzer.ungetToken(token); return left; } Node right = parseMultiplicative(); left = new Node(token.getType(), left, right); } return left; }
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private Node parseMultiplicative() throws ScriptException { Node left = parsePower(); if (left == null) return null; Token token; while ((token = analyzer.getNextToken()) != null) { if (token.getType() != Operators.MUL && token.getType() != Operators.DIV && token.getType() != Operators.MOD) { analyzer.ungetToken(token); return left; } Node right = parsePower(); left = new Node(token.getType(), left, right); } return left; }
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private Node parsePower() throws ScriptException { Node left = parseUnary(); if (left == null) return null; Token token; while ((token = analyzer.getNextToken()) != null) { if (token.getType() != Operators.POW) { analyzer.ungetToken(token); return left; } Node right = parsePower(); left = new Node(token.getType(), left, right); } return left; }
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private Node parseUnary() throws ScriptException { Token token = analyzer.getNextToken(); if (token == null) return null; if (token.getType() == Operators.ADD) { return parsePrimary(); } else if (token.getType() == Operators.SUB) { Node node = parsePrimary(); return new Node(Operators.SUB, node, null); } else { analyzer.ungetToken(token); return parsePrimary(); } }
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private Node parsePrimary() throws ScriptException { Token token = analyzer.getNextToken(); if (token == null) return null; if (token.getType() == Tokens.NUMBER) { return new Node(token.toNumber()); } else if (token.getType() == Operators.OPEN_PARENS) { Node node = parseExpression(); analyzer.checkNextToken(Operators.CLOSE_PARENS); return node; } return null; }
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public void load(Reader reader) throws ScriptException { this.reader = new LineNumberReader(reader); readNextLine(); }
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private String readNextLine() throws ScriptException { try { while ((line = reader.readLine()) != null) { if (line.length() != 0) break; } index = 0; return line; } catch (IOException ex) { throw new ScriptException(ex); } }
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private char charAt(int column) throws ScriptException { if (column < line.length()) return line.charAt(column); if (readNextLine() != null) return line.charAt(0); else return '\0'; // ファイルの末尾に達した場合 }
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private boolean isOperator(Token token, char ch) { String target = token + Character.toString(ch); for (Operators oper : opers) { if (oper.toString().indexOf(target) >= 0) return true; } return false; }
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private Enum<?> getOperator(Token token) { for (Enum<?> oper : opers) { if (token.equals(oper.toString())) return oper; } return null; }
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private ScriptException error(char ch) { index++; return error("Character \'" + ch + "\' is illegal here."); }
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private ScriptException error(Object msg) { int line = reader.getLineNumber(); return new ScriptException( msg + " at line : " + line + "\n => " + getLine(), null, line, index + 1); }
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public Token getNextToken() throws ScriptException { Token token = next; if (next != null) { next = null; return token; } return read(new Token()); }
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public void ungetToken(Token token) { this.next = token; // 最大で大きさ1のスタック }
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private Token read(Token token) throws ScriptException { while (line != null) { char ch = charAt(index); index++; if (Character.isDigit(ch)) return readInteger(token.append(ch)); if (ch == '\0') return token; if (isOperator(token, ch)) return readOperator(token.append(ch)); if (!Character.isWhitespace(ch)) throw error(ch); if (index >= line.length()) readNextLine(); } return null; }
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private Token readInteger(Token token) throws ScriptException { while (line != null) { char ch = charAt(index); index++; if (Character.isDigit(ch)) token.append(ch); else if (ch == '.' && Character.isDigit(charAt(index))) return readNumber(token.append(ch)); else { index--; return token.setType(Tokens.NUMBER); } } return null; }
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private Token readNumber(Token token) throws ScriptException { while (line != null) { char ch = charAt(index); index++; if (Character.isDigit(ch)) token.append(ch); else { index--; return token.setType(Tokens.NUMBER); } } return null; }
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private Token readOperator(Token token) throws ScriptException { while (line != null) { char ch = charAt(index); index++; if (isOperator(token, ch)) { token.append(ch); } else { index--; return token.setType(getOperator(token)); } } return null; }
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public Token checkNextToken(Enum<?>... expected) throws ScriptException { Token next = getNextToken(); if (next != null) { for (Enum<?> exp : expected) { if (next.getType() == exp) return next; } } throw error("\"" + next + "\" is not expected here."); }
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public String getLine() { return (line != null) ? line.substring(0, index) : ""; }
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public int getLineNumber() { return reader.getLineNumber(); }
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public int getColumnNumber() { return index + 1; }
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public Node(Enum<?> op, Node left, Node right) { this.op = (Operators) op; this.left = left; this.right = right; }
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public Node(BigDecimal value) { this.op = null; this.value = value; }
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public BigDecimal value() { if (op == null) return value; BigDecimal l = left.value(); BigDecimal r = (right != null) ? right.value() : null; switch (op) { case ADD: return l.add(r); case SUB: return r != null ? l.subtract(r) : l.negate(); case MUL: return l.multiply(r); case DIV: return l.divide (r, 32, BigDecimal.ROUND_HALF_EVEN); case MOD: return l.remainder(r); case POW: return l.pow(r.intValue()); default: // 呼び出しなし } return BigDecimal.ZERO; }
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public String toString() { if (op == null) return String.valueOf(value); StringBuilder sb = new StringBuilder(); sb.append(left); sb.append(" "); sb.append(right); sb.append(" "); sb.append(op); return new String(sb); }
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public Token() { sb = new StringBuilder(); }
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public Token append(char ch) { sb.append(ch); return this; }
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public String toString() { return sb.toString(); }