2010-02-28 Google DevFest 2010 Quiz

_ パッチワーク問題

やや出遅れ気味だけど私のプログラムと入力を晒しておきます。

Java で解いてみました。方針は以下のような感じで。

  • 入力データをboolean の2次元配列にする
  • 入力データとは別に、チェック済みかどうかを記録する boolean の2次元配列を確保する。
  • 入力データに左上から順番にすべての文字に対して以下の処理を行う
    • 対象のマスがチェック済みならなにもしない
    • 対象のマスの文字と同じ文字を上下左右に対して探し、同じ文字ならチェック済みとしてマークするとともにその座標を覚える。
    • 上の処理を再帰的に繰り返すことでつながった領域の座標一覧が手に入るので、過去のキーの最大値以上であれば、その座標数をキー、座標リストを値とするマップに登録し、キーの最大値を更新する。キーに対して複数の値が登録される可能性があるので、 google Collections の ListMultimap のお世話になる。
  • マップに登録されているキーの最大値が最大の面積なので、マップから座標リストのリストを取り出す。
  • 取り出したリストには座標の重複はないはずなので、行ごとにいくつ座標が出現するか集計する。これが答え。

Core2Duo 3GHz な MacBook Pro で実行すると、読み込みも含めて 250msec, 読み込み終わった後の探索だけで 200msec前後。探索を2回呼び出すと、2回目は 50msec 前後。

package org.zakky.devfest2010.patchwork;

import java.awt.Point;
import java.io.BufferedReader;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.util.Iterator;
import java.util.List;
import java.util.concurrent.TimeUnit;

import com.google.common.collect.Iterables;
import com.google.common.collect.LinkedListMultimap;
import com.google.common.collect.ListMultimap;
import com.google.common.collect.Lists;

public final class PatchWorkSolver {
    private static final String INPUT = "input";
    private static final String INPUT_ENCODING = "iso-8859-1";

    public static void main(String[] argv) throws Exception {
        final long start = System.nanoTime();
        final InputStream input = PatchWorkSolver.class
                .getResourceAsStream(INPUT);
        if (input == null) {
            throw new RuntimeException("input data missing.");
        }
        final List<String> strData = Lists.newLinkedList();
        try {
            BufferedReader reader = new BufferedReader(new InputStreamReader(
                    input, INPUT_ENCODING));
            try {
                String line;
                while ((line = reader.readLine()) != null) {
                    line = line.trim();
                    if (line.isEmpty()) {
                        continue;
                    }
                    strData.add(line);
                }
            } finally {
                reader.close();
            }
        } finally {
            input.close();
        }

        final long endReading = System.nanoTime();

        final boolean[][] data = new boolean[strData.size()][];
        int row = 0;
        final Iterator<String> iterator = strData.iterator();
        while (iterator.hasNext()) {
            final String line = iterator.next();
            data[row] = new boolean[line.length()];
            for (int col = 0; col < line.length(); col++) {
                char target = line.charAt(col);
                // A なら true
                data[row][col] = target == 'A';
            }
            row++;
        }

        final long endCreatingArray = System.nanoTime();

        final int[] answer = new PatchWorkSolver(data).getAnswer();

        final long end = System.nanoTime();
        for (int i : answer) {
            System.out.println(i);
        }

        // 同じ計算を2回したら時間がどうなるかをみてみる
        final long start2 = System.nanoTime();
        @SuppressWarnings("unused")
        final int[] answer2 = new PatchWorkSolver(data).getAnswer();
        final long end2 = System.nanoTime();

        System.err.println("read(ms): "
                + TimeUnit.NANOSECONDS.toMillis(endReading - start));
        System.err.println("array creation(ms): "
                + TimeUnit.NANOSECONDS.toMillis(endCreatingArray - endReading));
        System.err.println("solving(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end - endCreatingArray));
        System.err.println("solving2(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end2 - start2));
        System.err.println("total time(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end - start));
    }

    final private boolean[][] data_;
    final private boolean[][] done_;

    // 面積から座標リストへのマップ
    final ListMultimap<Integer, List<Point>> areaToPoints_ = LinkedListMultimap
            .create();

    public PatchWorkSolver(boolean[][] data) {
        data_ = data;
        done_ = new boolean[data.length][];
        for (int row = 0; row < data.length; row++) {
            done_[row] = new boolean[data[row].length];
        }
    }

    public int[] getAnswer() {
        int largest = 0;
        for (int row = 0; row < data_.length; row++) {
            for (int col = 0; col < data_[row].length; col++) {
                if (done_[row][col]) {
                    continue;
                }
                final List<Point> points = getArea(row, col);
                final int area = points.size(); // 面積
                if (!points.isEmpty() && largest <= area) {
                    largest = area;
                    areaToPoints_.put(Integer.valueOf(area), points);
                }
            }
        }
        assert isAllDone(done_);
        assert 0 < largest;

        System.err.println("largest: " + largest);

        final List<List<Point>> pointsList = areaToPoints_.get(Integer
                .valueOf(largest));
        System.err.println("areaCount: " + pointsList.size());
        final Iterable<Point> points = Iterables.concat(pointsList);

        final int[] answer = count(points, data_.length);
        int filledCount = 0;
        for (int i : answer) {
            filledCount += i;
        }
        System.err.println("filled: " + filledCount);

        return answer;
    }

    private boolean isAllDone(boolean[][] done) {
        for (int row = 0; row < done.length; row++) {
            for (int col = 0; col < done[row].length; col++) {
                if (!done[row][col]) {
                    return false;
                }
            }
        }
        return true;
    }

    private List<Point> getArea(int row, int col) {
        return getAreaInner(row, col, data_[row][col], Lists
                .<Point> newArrayList());
    }

    private List<Point> getAreaInner(int row, int col, boolean currentTarget,
            List<Point> points) {
        if (row < 0 || data_.length <= row) {
            // 上下にはみ出た場合
            return points;
        }
        if (col < 0 || data_[row].length <= col) {
            // 左右にはみ出た場合
            return points;
        }
        if (data_[row][col] != currentTarget) {
            // 対象領域ではない場合
            return points;
        }
        if (done_[row][col]) {
            // 処理済みの場合
            return points;
        }

        done_[row][col] = true;
        points.add(new Point(row, col));

        points = getAreaInner(row - 1, col, currentTarget, points);
        points = getAreaInner(row, col - 1, currentTarget, points);
        points = getAreaInner(row + 1, col, currentTarget, points);
        points = getAreaInner(row, col + 1, currentTarget, points);
        return points;
    }

    private int[] count(Iterable<Point> points, int rowCount) {
        final int[] answer = new int[rowCount];
        for (Point p : points) {
            final int rowIndex = p.x;
            assert 0 <= rowIndex && rowIndex < rowCount;
            answer[rowIndex]++;
        }
        return answer;
    }
}

あとから気づいたんだけど、入力データを boolean の2次元配列にする意味はあまりなかった気がする。boolean にしてしまうことで3値以上に拡張できなくなるし、メモリも無駄。もしかしたらboolean配列ならキャッシュに収まるから速いとかあるかもしれないのであとで検証してみる。

3/1 0:43 追記。boolean にしない版です。変数名とかも少し変えました。実行時間は1割増な感じ。

package org.zakky.devfest2010.patchwork;

import java.awt.Point;
import java.io.BufferedReader;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.util.List;
import java.util.concurrent.TimeUnit;

import com.google.common.collect.Iterables;
import com.google.common.collect.LinkedListMultimap;
import com.google.common.collect.ListMultimap;
import com.google.common.collect.Lists;

public final class PatchWorkSolver {
    private static final String INPUT = "input";
    private static final String INPUT_ENCODING = "UTF-8";

    public static void main(String[] argv) throws Exception {
        final long start = System.nanoTime();
        final InputStream input = PatchWorkSolver.class
                .getResourceAsStream(INPUT);
        if (input == null) {
            throw new RuntimeException("input data missing.");
        }
        final List<String> strData = Lists.newLinkedList();
        try {
            BufferedReader reader = new BufferedReader(new InputStreamReader(
                    input, INPUT_ENCODING));
            try {
                String line;
                while ((line = reader.readLine()) != null) {
                    line = line.trim();
                    if (line.isEmpty()) {
                        continue;
                    }
                    strData.add(line);
                }
            } finally {
                reader.close();
            }
        } finally {
            input.close();
        }

        final long endReading = System.nanoTime();

        final String[] data = strData.toArray(new String[strData.size()]);
        final long endCreatingArray = System.nanoTime();

        final int[] answer = new PatchWorkSolver(data).getAnswer();

        final long end = System.nanoTime();
        for (int i : answer) {
            System.out.println(i);
        }

        // 同じ計算を2回したら時間がどうなるかをみてみる
        final long start2 = System.nanoTime();
        @SuppressWarnings("unused")
        final int[] answer2 = new PatchWorkSolver(data).getAnswer();
        final long end2 = System.nanoTime();

        System.err.println("read(ms): "
                + TimeUnit.NANOSECONDS.toMillis(endReading - start));
        System.err.println("array creation(ms): "
                + TimeUnit.NANOSECONDS.toMillis(endCreatingArray - endReading));
        System.err.println("solving(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end - endCreatingArray));
        System.err.println("solving2(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end2 - start2));
        System.err.println("total time(ms): "
                + TimeUnit.NANOSECONDS.toMillis(end - start));
    }

    final private String[] data_;
    final private boolean[][] checked_;

    // 面積から座標リストへのマップ
    final ListMultimap<Integer, List<Point>> areaToPoints_ = LinkedListMultimap
            .create();

    public PatchWorkSolver(String[] data) {
        data_ = data;
        checked_ = new boolean[data.length][];
        for (int row = 0; row < data.length; row++) {
            checked_[row] = new boolean[data[row].length()];
        }
    }

    public int[] getAnswer() {
        int largest = 0;
        for (int row = 0; row < data_.length; row++) {
            for (int col = 0; col < data_[row].length(); col++) {
                if (checked_[row][col]) {
                    continue;
                }
                final List<Point> points = getArea(row, col);
                final int area = points.size(); // 面積
                if (!points.isEmpty() && largest <= area) {
                    largest = area;
                    areaToPoints_.put(Integer.valueOf(area), points);
                }
            }
        }
        assert allChecked(checked_);
        assert 0 < largest;

        System.err.println("largest: " + largest);

        final List<List<Point>> pointsList = areaToPoints_.get(Integer
                .valueOf(largest));
        System.err.println("areaCount: " + pointsList.size());
        final Iterable<Point> points = Iterables.concat(pointsList);

        final int[] answer = count(points, data_.length);
        int filledCount = 0;
        for (int i : answer) {
            filledCount += i;
        }
        System.err.println("filled: " + filledCount);

        return answer;
    }

    private boolean allChecked(boolean[][] done) {
        for (int row = 0; row < done.length; row++) {
            for (int col = 0; col < done[row].length; col++) {
                if (!done[row][col]) {
                    return false;
                }
            }
        }
        return true;
    }

    private List<Point> getArea(int row, int col) {
        return getAreaInner(row, col, data_[row].charAt(col), Lists
                .<Point> newArrayList());
    }

    private List<Point> getAreaInner(int row, int col, char currentTarget,
            List<Point> points) {
        if (row < 0 || data_.length <= row) {
            // 上下にはみ出た場合
            return points;
        }
        if (col < 0 || data_[row].length() <= col) {
            // 左右にはみ出た場合
            return points;
        }
        if (data_[row].charAt(col) != currentTarget) {
            // 対象領域ではない場合
            return points;
        }
        if (checked_[row][col]) {
            // 処理済みの場合
            return points;
        }

        checked_[row][col] = true;
        points.add(new Point(row, col));

        points = getAreaInner(row - 1, col, currentTarget, points);
        points = getAreaInner(row, col - 1, currentTarget, points);
        points = getAreaInner(row + 1, col, currentTarget, points);
        points = getAreaInner(row, col + 1, currentTarget, points);
        return points;
    }

    private int[] count(Iterable<Point> points, int rowCount) {
        final int[] answer = new int[rowCount];
        for (Point p : points) {
            final int rowIndex = p.x;
            assert 0 <= rowIndex && rowIndex < rowCount;
            answer[rowIndex]++;
        }
        return answer;
    }
}

入力データも晒しておきます。

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
BBABAABBBBAAAAABBBBAAAAAABBABAABBBBBBABABABBBBAAAABBBBBBBAAABBABBABBAABBBABBAAABBBAAABABAAABABABBABBBAABBBBBBABBBBBABBABAABBBBBABBBBAABABABBABAAAABBABABBAAABAABAABABBABBBBBAABABBBAAAABBBBBABAAAAABBBBAAAAAABBBBBBAABAAAAAABAABBBAAABABAABAAAABABABABBABBBAABBAABAAAABBBABABAABAABBAABABABAAABBAABABBBBABABBABBAABABAABBAABBAABABABAABAABBAABBBBBABBBBBAAAAABBABBABABBBBBAAAABBBABBAABAAABBBBBBAABBBABBBABBBBAAAABBBBBAAAAAAABBBABBABAABBBBABBABABABBABAABABBAABBAAABAAAAABBBBAAAABABBAABAABBAAABBABBAABAAABBBABAABAAAABBABABBAABBABABABBAAABABABBABBBBABAAABAAAAABABBAABAAABBBBAABABAAAABBAABAAAAAAAAAABBABAAABBBABAAA
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
BAAABABBABAABBABAABABABBBBAAAABBAABBABBBAABABBBBABABABBAAAABBABBABABBBBBAABABBBAABBBBABABAABAABABABBABBBAAAAABABAAAABAABAAABBBAABBBBABABAAAABAABBABABABAAAABBBBBBBBBAAAABAAAABBBBBBABBAABABABAAABABBBABBBBABABBABBAABBAAABABAAABBBBBABBABBBAAAABAABABBABBBBBBAAABBAABAAABBABBABAAAAABAAAABABBBBBABAAAABBAAAAAAAABAAABAABBBABBABBABAAABABBBBABBABABABBBAAABBABABBAABBAABBBAAAAABBAAABAAAAABBAABBBABBABBBBAABBBABAABBAAAAABAAABBAABABBBAAAAAABBBBBABBBABABBBAAABABBAAAAAAABABAABBBBABBAABAAABBBAAABBBABBAAABABABBABBBABBBBAAAAAABBBBAABBBBAAAABAABBBBAABBAAAAABBBBBBBABBABBBBAAAABBBAAABBAAABBAAABBBBBABBBABABBAAABBBBABAB
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つっこみ歓迎。


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