1 |
/* |
2 |
* Written by Doug Lea with assistance from members of JCP JSR-166 |
3 |
* Expert Group and released to the public domain, as explained at |
4 |
* http://creativecommons.org/licenses/publicdomain |
5 |
*/ |
6 |
|
7 |
import jsr166y.forkjoin.*; |
8 |
import java.util.*; |
9 |
import java.util.concurrent.*; |
10 |
|
11 |
public class MapReduceDemo { |
12 |
static final int NCPU = Runtime.getRuntime().availableProcessors(); |
13 |
static final Random rng = new Random(); |
14 |
|
15 |
/** |
16 |
* Sequential version, for performance comparison |
17 |
*/ |
18 |
static <T, U> U seqMapReduce(T[] array, |
19 |
Ops.Op<T, U> mapper, |
20 |
Ops.Reducer<U> reducer, |
21 |
U base) { |
22 |
int n = array.length; |
23 |
U x = base; |
24 |
for (int i = 0; i < n; ++i) |
25 |
x = reducer.op(x, mapper.op(array[i])); |
26 |
return x; |
27 |
} |
28 |
|
29 |
|
30 |
|
31 |
// sample functions |
32 |
static final class GetNext implements Ops.Op<Rand, Long> { |
33 |
public Long op(Rand x) { |
34 |
return x.next(); |
35 |
} |
36 |
} |
37 |
|
38 |
static final class Accum implements Ops.Reducer<Long> { |
39 |
public Long op(Long a, Long b) { |
40 |
long x = a; |
41 |
long y = b; |
42 |
return x + y; |
43 |
} |
44 |
} |
45 |
|
46 |
/** for time conversion */ |
47 |
static final long NPS = (1000L * 1000 * 1000); |
48 |
|
49 |
public static void main(String[] args) throws Exception { |
50 |
int n = 1 << 18; |
51 |
int reps = 1 << 8; |
52 |
Rand[] array = new Rand[n]; |
53 |
for (int i = 0; i < n; ++i) |
54 |
array[i] = new Rand(i+1); |
55 |
ForkJoinPool fjp = new ForkJoinPool(1); |
56 |
ParallelArray<Rand> pa = ParallelArray.createUsingHandoff(array, fjp); |
57 |
final GetNext getNext = new GetNext(); |
58 |
final Accum accum = new Accum(); |
59 |
final Long zero = Long.valueOf(0); |
60 |
long last, now; |
61 |
double elapsed; |
62 |
for (int j = 0; j < 2; ++j) { |
63 |
long rseed = rng.nextLong(); |
64 |
resetSeeds(array, rseed); |
65 |
long seqsum = 0; |
66 |
last = System.nanoTime(); |
67 |
for (int k = 0; k < reps; ++k) { |
68 |
seqsum += seqMapReduce(array, getNext, accum, zero); |
69 |
Rand tmp = array[k]; |
70 |
array[k] = array[n - k - 1]; |
71 |
array[n - k - 1] = tmp; |
72 |
} |
73 |
now = System.nanoTime(); |
74 |
elapsed = (double)(now - last) / NPS; |
75 |
last = now; |
76 |
System.out.printf("sequential: %7.3f\n", elapsed); |
77 |
for (int i = 2; i <= NCPU; i <<= 1) { |
78 |
resetSeeds(array, rseed); |
79 |
long sum = 0; |
80 |
fjp.setPoolSize(i); |
81 |
last = System.nanoTime(); |
82 |
for (int k = 0; k < reps; ++k) { |
83 |
sum += pa.withMapping(getNext).reduce(accum, zero); |
84 |
Rand tmp = array[k]; |
85 |
array[k] = array[n - k - 1]; |
86 |
array[n - k - 1] = tmp; |
87 |
} |
88 |
now = System.nanoTime(); |
89 |
elapsed = (double)(now - last) / NPS; |
90 |
last = now; |
91 |
System.out.printf("poolSize %3d: %7.3f\n", i, elapsed); |
92 |
if (sum != seqsum) throw new Error("checksum"); |
93 |
} |
94 |
for (int i = NCPU; i >= 1; i >>>= 1) { |
95 |
resetSeeds(array, rseed); |
96 |
long sum = 0; |
97 |
fjp.setPoolSize(i); |
98 |
last = System.nanoTime(); |
99 |
for (int k = 0; k < reps; ++k) { |
100 |
sum += pa.withMapping(getNext).reduce(accum, zero); |
101 |
Rand tmp = array[k]; |
102 |
array[k] = array[n - k - 1]; |
103 |
array[n - k - 1] = tmp; |
104 |
} |
105 |
now = System.nanoTime(); |
106 |
elapsed = (double)(now - last) / NPS; |
107 |
last = now; |
108 |
System.out.printf("poolSize %3d: %7.3f\n", i, elapsed); |
109 |
if (sum != seqsum) throw new Error("checksum"); |
110 |
} |
111 |
} |
112 |
fjp.shutdownNow(); |
113 |
fjp.awaitTermination(1, TimeUnit.SECONDS); |
114 |
Thread.sleep(100); |
115 |
} |
116 |
|
117 |
static void resetSeeds(Rand[] array, long s) { |
118 |
for (int i = 0; i < array.length; ++i) |
119 |
array[i].seed = s++; |
120 |
} |
121 |
|
122 |
/** |
123 |
* Xorshift Random algorithm. |
124 |
*/ |
125 |
public static final class Rand { |
126 |
private long seed; |
127 |
Rand(long s) { |
128 |
seed = s; |
129 |
} |
130 |
public long next() { |
131 |
long x = seed; |
132 |
x ^= x << 13; |
133 |
x ^= x >>> 7; |
134 |
x ^= (x << 17); |
135 |
seed = x; |
136 |
return x; |
137 |
} |
138 |
} |
139 |
|
140 |
} |