id
stringlengths
36
36
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1
1.25M
aff250f9-5480-417e-97c6-a675255e87b7
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(Ar...
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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(ArrayI...
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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(Arra...
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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(Arra...
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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 ArrayIndexOutOfBo...
15c6905d-0cc9-45fb-b582-7aee0b15ba41
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 ArrayIndexOutOfBoundsEx...
0cd2da39-9c43-49cc-8ea9-846bf09283d1
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 ArrayIndexOutOfBound...
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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 ArrayIndexOutOfBound...
29e559e9-01bb-4782-8102-f55b84f35d2c
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; }
aa6a2972-35eb-4463-9d52-1c898cae0e03
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; }
38c7feab-f52d-4570-b6b3-c2cfcd5b695e
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; }
5c230c4c-a34d-4607-bd14-cbc30c9038e5
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; }
d870ec2e-49d2-4405-89cf-3f26c046dd6a
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; }
9f1606ea-a006-424d-9c58-3b0a0055cd22
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; }
a01cd6a2-4a5f-4835-ad62-c0d0d915da3e
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...
ce3f4e20-807c-44da-9ef7-d95eeba577c2
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); }
cb00eaff-91d5-46f3-9daf-e471f9137cca
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; }
319a3f65-d569-4de2-9c0c-143c798cb2a7
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; }
658b54a2-b102-4a2e-a04e-343ebf73098f
public void print (int w, int d) { print(new PrintWriter(System.out,true),w,d); }
c479c844-164e-447f-9bfc-e2041ea4c498
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.se...
ca8bce47-5ca8-4912-916f-21ad039fb543
public void print (NumberFormat format, int width) { print(new PrintWriter(System.out,true),format,width); }
9b9c9818-1ff7-4ae9-b6f9-385c3b1a6095
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()); /...
6993f7de-81cb-4dc0-b479-60654737a358
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 dis...
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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); }...
d8977af3-7f08-450a-84cb-cd9b27ec4df6
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"); ...
72e534ce-1e73-46aa-8a5c-e8a0d02421a6
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...
42b20e83-2597-4a6c-8cf2-46803e8fdafb
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 =...
755e2853-88b2-44ed-812a-ac99fb9a13c9
public void map(Object key, Text value, Context context ) throws IOException, InterruptedException { IntWritable one = new IntWritable(1); context.write(one, value); }
a153d1c0-cce8-4402-a03a-32d564a4ce84
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 { ...
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.g...
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.getConfi...
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]); //JobC...
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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() != ...
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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() != Ope...
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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); ...
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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 = parsePri...
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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) { ...
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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 ScriptEx...
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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 (isOpera...
3dc312b2-c6a1-4c18-805c-80acdc5eb6cf
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 rea...
0a912b01-683e-43bd-b921-9831e064ac06
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)...
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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.setT...
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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("\"" +...
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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...
7355479e-efcd-4d29-9826-089917357b7a
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); }
35f691a7-4a4a-422e-a80f-af3ceded1381
public Token() { sb = new StringBuilder(); }
397009df-75cf-481b-8b20-14d2928a290d
public Token append(char ch) { sb.append(ch); return this; }
facd4b11-4dfd-4562-8a5b-b9a321582c0e
public String toString() { return sb.toString(); }