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Apache Hadoop MapReduce Examples
/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.examples.dancing;
import java.util.*;
public class Pentomino {
public static final String DEPTH = "mapreduce.pentomino.depth";
public static final String WIDTH = "mapreduce.pentomino.width";
public static final String HEIGHT = "mapreduce.pentomino.height";
public static final String CLASS = "mapreduce.pentomino.class";
/**
* This interface just is a marker for what types I expect to get back
* as column names.
*/
protected static interface ColumnName {
// NOTHING
}
/**
* Maintain information about a puzzle piece.
*/
protected static class Piece implements ColumnName {
private String name;
private boolean [][] shape;
private int[] rotations;
private boolean flippable;
public Piece(String name, String shape,
boolean flippable, int[] rotations) {
this.name = name;
this.rotations = rotations;
this.flippable = flippable;
StringTokenizer parser = new StringTokenizer(shape, "/");
List lines = new ArrayList();
while (parser.hasMoreTokens()) {
String token = parser.nextToken();
boolean[] line = new boolean[token.length()];
for(int i=0; i < line.length; ++i) {
line[i] = token.charAt(i) == 'x';
}
lines.add(line);
}
this.shape = new boolean[lines.size()][];
for(int i=0 ; i < lines.size(); i++) {
this.shape[i] = lines.get(i);
}
}
public String getName() {
return name;
}
public int[] getRotations() {
return rotations.clone();
}
public boolean getFlippable() {
return flippable;
}
private int doFlip(boolean flip, int x, int max) {
if (flip) {
return max - x - 1;
} else {
return x;
}
}
public boolean[][] getShape(boolean flip, int rotate) {
boolean [][] result;
if (rotate % 2 == 0) {
int height = shape.length;
int width = shape[0].length;
result = new boolean[height][];
boolean flipX = rotate == 2;
boolean flipY = flip ^ (rotate == 2);
for (int y = 0; y < height; ++y) {
result[y] = new boolean[width];
for (int x=0; x < width; ++x) {
result[y][x] = shape[doFlip(flipY, y, height)]
[doFlip(flipX, x, width)];
}
}
} else {
int height = shape[0].length;
int width = shape.length;
result = new boolean[height][];
boolean flipX = rotate == 3;
boolean flipY = flip ^ (rotate == 1);
for (int y = 0; y < height; ++y) {
result[y] = new boolean[width];
for (int x=0; x < width; ++x) {
result[y][x] = shape[doFlip(flipX, x, width)]
[doFlip(flipY, y, height)];
}
}
}
return result;
}
}
/**
* A point in the puzzle board. This represents a placement of a piece into
* a given point on the board.
*/
static class Point implements ColumnName {
int x;
int y;
Point(int x, int y) {
this.x = x;
this.y = y;
}
}
/**
* Convert a solution to the puzzle returned by the model into a string
* that represents the placement of the pieces onto the board.
* @param width the width of the puzzle board
* @param height the height of the puzzle board
* @param solution the list of column names that were selected in the model
* @return a string representation of completed puzzle board
*/
public static String stringifySolution(int width, int height,
List> solution) {
String[][] picture = new String[height][width];
StringBuffer result = new StringBuffer();
// for each piece placement...
for(List row: solution) {
// go through to find which piece was placed
Piece piece = null;
for(ColumnName item: row) {
if (item instanceof Piece) {
piece = (Piece) item;
break;
}
}
// for each point where the piece was placed, mark it with the piece name
for(ColumnName item: row) {
if (item instanceof Point) {
Point p = (Point) item;
picture[p.y][p.x] = piece.getName();
}
}
}
// put the string together
for(int y=0; y < picture.length; ++y) {
for (int x=0; x < picture[y].length; ++x) {
result.append(picture[y][x]);
}
result.append("\n");
}
return result.toString();
}
public enum SolutionCategory {UPPER_LEFT, MID_X, MID_Y, CENTER}
/**
* Find whether the solution has the x in the upper left quadrant, the
* x-midline, the y-midline or in the center.
* @param names the solution to check
* @return the catagory of the solution
*/
public SolutionCategory getCategory(List> names) {
Piece xPiece = null;
// find the "x" piece
for(Piece p: pieces) {
if ("x".equals(p.name)) {
xPiece = p;
break;
}
}
// find the row containing the "x"
for(List row: names) {
if (row.contains(xPiece)) {
// figure out where the "x" is located
int low_x = width;
int high_x = 0;
int low_y = height;
int high_y = 0;
for(ColumnName col: row) {
if (col instanceof Point) {
int x = ((Point) col).x;
int y = ((Point) col).y;
if (x < low_x) {
low_x = x;
}
if (x > high_x) {
high_x = x;
}
if (y < low_y) {
low_y = y;
}
if (y > high_y) {
high_y = y;
}
}
}
boolean mid_x = (low_x + high_x == width - 1);
boolean mid_y = (low_y + high_y == height - 1);
if (mid_x && mid_y) {
return SolutionCategory.CENTER;
} else if (mid_x) {
return SolutionCategory.MID_X;
} else if (mid_y) {
return SolutionCategory.MID_Y;
}
break;
}
}
return SolutionCategory.UPPER_LEFT;
}
/**
* A solution printer that just writes the solution to stdout.
*/
private static class SolutionPrinter
implements DancingLinks.SolutionAcceptor {
int width;
int height;
public SolutionPrinter(int width, int height) {
this.width = width;
this.height = height;
}
public void solution(List> names) {
System.out.println(stringifySolution(width, height, names));
}
}
protected int width;
protected int height;
protected List pieces = new ArrayList();
/**
* Is the piece fixed under rotation?
*/
protected static final int [] oneRotation = new int[]{0};
/**
* Is the piece identical if rotated 180 degrees?
*/
protected static final int [] twoRotations = new int[]{0,1};
/**
* Are all 4 rotations unique?
*/
protected static final int [] fourRotations = new int[]{0,1,2,3};
/**
* Fill in the pieces list.
*/
protected void initializePieces() {
pieces.add(new Piece("x", " x /xxx/ x ", false, oneRotation));
pieces.add(new Piece("v", "x /x /xxx", false, fourRotations));
pieces.add(new Piece("t", "xxx/ x / x ", false, fourRotations));
pieces.add(new Piece("w", " x/ xx/xx ", false, fourRotations));
pieces.add(new Piece("u", "x x/xxx", false, fourRotations));
pieces.add(new Piece("i", "xxxxx", false, twoRotations));
pieces.add(new Piece("f", " xx/xx / x ", true, fourRotations));
pieces.add(new Piece("p", "xx/xx/x ", true, fourRotations));
pieces.add(new Piece("z", "xx / x / xx", true, twoRotations));
pieces.add(new Piece("n", "xx / xxx", true, fourRotations));
pieces.add(new Piece("y", " x /xxxx", true, fourRotations));
pieces.add(new Piece("l", " x/xxxx", true, fourRotations));
}
/**
* Is the middle of piece on the upper/left side of the board with
* a given offset and size of the piece? This only checks in one
* dimension.
* @param offset the offset of the piece
* @param shapeSize the size of the piece
* @param board the size of the board
* @return is it in the upper/left?
*/
private static boolean isSide(int offset, int shapeSize, int board) {
return 2*offset + shapeSize <= board;
}
/**
* For a given piece, generate all of the potential placements and add them
* as rows to the model.
* @param dancer the problem model
* @param piece the piece we are trying to place
* @param width the width of the board
* @param height the height of the board
* @param flip is the piece flipped over?
* @param row a workspace the length of the each row in the table
* @param upperLeft is the piece constrained to the upper left of the board?
* this is used on a single piece to eliminate most of the trivial
* roations of the solution.
*/
private static void generateRows(DancingLinks dancer,
Piece piece,
int width,
int height,
boolean flip,
boolean[] row,
boolean upperLeft) {
// for each rotation
int[] rotations = piece.getRotations();
for(int rotIndex = 0; rotIndex < rotations.length; ++rotIndex) {
// get the shape
boolean[][] shape = piece.getShape(flip, rotations[rotIndex]);
// find all of the valid offsets
for(int x=0; x < width; ++x) {
for(int y=0; y < height; ++y) {
if (y + shape.length <= height && x + shape[0].length <= width &&
(!upperLeft ||
(isSide(x, shape[0].length, width) &&
isSide(y, shape.length, height)))) {
// clear the columns related to the points on the board
for(int idx=0; idx < width * height; ++idx) {
row[idx] = false;
}
// mark the shape
for(int subY=0; subY < shape.length; ++subY) {
for(int subX=0; subX < shape[0].length; ++subX) {
row[(y + subY) * width + x + subX] = shape[subY][subX];
}
}
dancer.addRow(row);
}
}
}
}
}
private DancingLinks dancer = new DancingLinks();
private DancingLinks.SolutionAcceptor printer;
{
initializePieces();
}
/**
* Create the model for a given pentomino set of pieces and board size.
* @param width the width of the board in squares
* @param height the height of the board in squares
*/
public Pentomino(int width, int height) {
initialize(width, height);
}
/**
* Create the object without initialization.
*/
public Pentomino() {
}
void initialize(int width, int height) {
this.width = width;
this.height = height;
for(int y=0; y < height; ++y) {
for(int x=0; x < width; ++x) {
dancer.addColumn(new Point(x,y));
}
}
int pieceBase = dancer.getNumberColumns();
for(Piece p: pieces) {
dancer.addColumn(p);
}
boolean[] row = new boolean[dancer.getNumberColumns()];
for(int idx = 0; idx < pieces.size(); ++idx) {
Piece piece = pieces.get(idx);
row[idx + pieceBase] = true;
generateRows(dancer, piece, width, height, false, row, idx == 0);
if (piece.getFlippable()) {
generateRows(dancer, piece, width, height, true, row, idx == 0);
}
row[idx + pieceBase] = false;
}
printer = new SolutionPrinter(width, height);
}
/**
* Generate a list of prefixes to a given depth
* @param depth the length of each prefix
* @return a list of arrays of ints, which are potential prefixes
*/
public List getSplits(int depth) {
return dancer.split(depth);
}
/**
* Find all of the solutions that start with the given prefix. The printer
* is given each solution as it is found.
* @param split a list of row indexes that should be choosen for each row
* in order
* @return the number of solutions found
*/
public int solve(int[] split) {
return dancer.solve(split, printer);
}
/**
* Find all of the solutions to the puzzle.
* @return the number of solutions found
*/
public int solve() {
return dancer.solve(printer);
}
/**
* Set the printer for the puzzle.
* @param printer A call-back object that is given each solution as it is
* found.
*/
public void setPrinter(DancingLinks.SolutionAcceptor printer) {
this.printer = printer;
}
/**
* Solve the 6x10 pentomino puzzle.
*/
public static void main(String[] args) {
int width = 6;
int height = 10;
Pentomino model = new Pentomino(width, height);
List splits = model.getSplits(2);
for(Iterator splitItr=splits.iterator(); splitItr.hasNext(); ) {
int[] choices = (int[]) splitItr.next();
System.out.print("split:");
for(int i=0; i < choices.length; ++i) {
System.out.print(" " + choices[i]);
}
System.out.println();
System.out.println(model.solve(choices) + " solutions found.");
}
}
}