Package net.imglib2.img.cell

Source Code of net.imglib2.img.cell.ArrayRandomAccessBenchmark

/*
* #%L
* ImgLib2: a general-purpose, multidimensional image processing library.
* %%
* Copyright (C) 2009 - 2014 Stephan Preibisch, Tobias Pietzsch, Barry DeZonia,
* Stephan Saalfeld, Albert Cardona, Curtis Rueden, Christian Dietz, Jean-Yves
* Tinevez, Johannes Schindelin, Lee Kamentsky, Larry Lindsey, Grant Harris,
* Mark Hiner, Aivar Grislis, Martin Horn, Nick Perry, Michael Zinsmaier,
* Steffen Jaensch, Jan Funke, Mark Longair, and Dimiter Prodanov.
* %%
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice,
*    this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
*    this list of conditions and the following disclaimer in the documentation
*    and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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package net.imglib2.img.cell;

import java.util.ArrayList;
import java.util.Collections;
import java.util.Random;

import net.imglib2.Cursor;
import net.imglib2.RandomAccess;
import net.imglib2.img.Img;
import net.imglib2.img.array.ArrayImg;
import net.imglib2.img.array.ArrayImgFactory;
import net.imglib2.type.numeric.integer.IntType;
import net.imglib2.util.IntervalIndexer;

/**
* TODO
*
*/
public class ArrayRandomAccessBenchmark
{
  long[] dimensions;

  int numValues;

  int[] intData;

  long intDataSum;

  ArrayImg< IntType, ? > intImg;

  ArrayImg< IntType, ? > intImgCopy;

  public void createSourceData()
  {
    dimensions = new long[] { 480, 480, 102 };

    numValues = 1;
    for ( int d = 0; d < dimensions.length; ++d )
      numValues *= dimensions[ d ];

    intData = new int[ numValues ];
    intDataSum = 0;
    final Random random = new Random( 0 );
    for ( int i = 0; i < numValues; ++i )
    {
      intData[ i ] = random.nextInt();
      intDataSum += intData[ i ];
    }

    intImg = new ArrayImgFactory< IntType >().create( dimensions, new IntType() );
  }

  /**
   * Fill intImg (a CellContainer with 40x40x40 cells) with data using flat
   * array iteration order.
   */
  public void fillImage()
  {
    final int[] pos = new int[ dimensions.length ];
    final RandomAccess< IntType > a = intImg.randomAccess();

    final int[] idim = new int[ dimensions.length ];
    for ( int d = 0; d < dimensions.length; ++d )
      idim[ d ] = ( int ) dimensions[ d ];

    for ( int i = 0; i < numValues; ++i )
    {
      IntervalIndexer.indexToPosition( i, idim, pos );
      a.setPosition( pos );
      a.get().set( intData[ i ] );
    }
  }

  public void copyWithSourceIteration( final Img< IntType > srcImg, final Img< IntType > dstImg )
  {
    final int[] pos = new int[ dimensions.length ];
    final Cursor< IntType > src = srcImg.localizingCursor();
    final RandomAccess< IntType > dst = dstImg.randomAccess();
    while ( src.hasNext() )
    {
      src.fwd();
      src.localize( pos );
      dst.setPosition( pos );
      dst.get().set( src.get() );
    }
  }

  public void copyWithIterationBoth( final Img< IntType > srcImg, final Img< IntType > dstImg )
  {
    final Cursor< IntType > src = srcImg.cursor();
    final Cursor< IntType > dst = dstImg.cursor();
    while ( src.hasNext() )
    {
      dst.next().set( src.next().get() );
    }
  }

  public static Long median( final ArrayList< Long > values )
  {
    Collections.sort( values );

    if ( values.size() % 2 == 1 )
      return values.get( ( values.size() + 1 ) / 2 - 1 );
    final long lower = values.get( values.size() / 2 - 1 );
    final long upper = values.get( values.size() / 2 );

    return ( lower + upper ) / 2;
  }

  public interface Benchmark
  {
    public void run();
  }

  public static void benchmark( final Benchmark b )
  {
    final ArrayList< Long > times = new ArrayList< Long >( 100 );
    final int numRuns = 20;
    for ( int i = 0; i < numRuns; ++i )
    {
      final long startTime = System.currentTimeMillis();
      b.run();
      final long endTime = System.currentTimeMillis();
      times.add( endTime - startTime );
    }
    for ( int i = 0; i < numRuns; ++i )
    {
      System.out.println( "run " + i + ": " + times.get( i ) + " ms" );
    }
    System.out.println();
    System.out.println( "median: " + median( times ) + " ms" );
    System.out.println();
  }

  public static void main( final String[] args )
  {
    final ArrayRandomAccessBenchmark randomAccessBenchmark = new ArrayRandomAccessBenchmark();
    randomAccessBenchmark.createSourceData();

    System.out.println( "benchmarking fill" );
    benchmark( new Benchmark()
    {
      @Override
      public void run()
      {
        randomAccessBenchmark.fillImage();
      }
    } );
    randomAccessBenchmark.intData = null;

    randomAccessBenchmark.intImgCopy = new ArrayImgFactory< IntType >().create( randomAccessBenchmark.dimensions, new IntType() );
    System.out.println( "benchmarking copy to array" );
    benchmark( new Benchmark()
    {
      @Override
      public void run()
      {
        randomAccessBenchmark.copyWithSourceIteration( randomAccessBenchmark.intImg, randomAccessBenchmark.intImgCopy );
      }
    } );

    System.out.println( "benchmarking copy from array" );
    benchmark( new Benchmark()
    {
      @Override
      public void run()
      {
        randomAccessBenchmark.copyWithSourceIteration( randomAccessBenchmark.intImgCopy, randomAccessBenchmark.intImg );
      }
    } );

    System.out.println( "benchmarking copy array to array using iteration" );
    benchmark( new Benchmark()
    {
      @Override
      public void run()
      {
        randomAccessBenchmark.copyWithIterationBoth( randomAccessBenchmark.intImg, randomAccessBenchmark.intImgCopy );
      }
    } );
    randomAccessBenchmark.intImgCopy = null;
  }
}
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