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@benoitx
Created May 26, 2014 20:55
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BigDecimal Sum Play
import java.math.BigDecimal;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.EnumSet;
import java.util.Iterator;
import java.util.List;
import java.util.Set;
import java.util.function.BiConsumer;
import java.util.function.BinaryOperator;
import java.util.function.Function;
import java.util.function.Supplier;
import java.util.stream.Collector;
import net.objectlab.kit.util.Total;
import com.equatesecurities.oms.util.BigDecimalAccumulator;
import com.jamonapi.Monitor;
import com.jamonapi.MonitorFactory;
import static java.util.stream.Collector.Characteristics.CONCURRENT;
import static java.util.stream.Collector.Characteristics.IDENTITY_FINISH;
public class BigDecimalPlay {
private static class Test {
private final BigDecimal value;
public Test() {
value = null;
}
public Test(final int value) {
super();
this.value = BigDecimal.valueOf(value);
}
public BigDecimal getValue() {
return value;
}
}
public static void main(final String[] args) {
final List<Test> list = new ArrayList<>();
System.out.println("Prepare");
for (int i = 0; i < 50000; i++) {
list.add(new Test(i));
}
list.add(new Test());
System.out.println("Go");
for (int i = 0; i < 1000; i++) {
System.out.println(i + "--");
useTotal(list);
useTotalAndForEach(list);
useTotalAndMap(list);
useMapAndReduce(list);
useReduceAndAccumulator(list);
useCollector(list);
useCalculator(list);
useParallelCollector(list);
}
System.out.println("done");
}
private static void useCalculator(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+calc");
final BigDecimal reduce = Calculator.sum(list, Test::getValue);
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", reduce, mon.getLabel(), mon.getLastValue(), mon.getAvg(),
mon.getMin(), mon.getMax());
}
private static class Calculator {
public static <T> BigDecimal sum(final Collection<T> collection, final Function<T, BigDecimal> mapper) {
return collection.stream().map(mapper).reduce(BigDecimal.ZERO, (l, r) -> r != null ? l.add(r) : l);
}
}
private static void useParallelCollector(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+collecP");
final BigDecimal reduce = list.parallelStream().map(Test::getValue).collect(new ToTotalCollector()).getTotal();
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", reduce, mon.getLabel(), mon.getLastValue(), mon.getAvg(),
mon.getMin(), mon.getMax());
}
private static void useCollector(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+collect");
final BigDecimal reduce = list.stream().map(Test::getValue).collect(new ToTotalCollector()).getTotal();
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", reduce, mon.getLabel(), mon.getLastValue(), mon.getAvg(),
mon.getMin(), mon.getMax());
}
private static void useMapAndReduce(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+reduce1");
final BigDecimal reduce = list.stream().map(Test::getValue).reduce(BigDecimal.ZERO, (a, b) -> b != null ? a.add(b) : a);
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", reduce, mon.getLabel(), mon.getLastValue(), mon.getAvg(),
mon.getMin(), mon.getMax());
}
private static void useReduceAndAccumulator(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+reduce2");
final BigDecimal reduce = list.stream().map(Test::getValue).reduce(BigDecimal.ZERO, BigDecimalAccumulator.INSTANCE);
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f count %n", reduce, mon.getLabel(), mon.getLastValue(), mon.getAvg(),
mon.getMin(), mon.getMax());
}
private static void useTotalAndForEach(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+forEach");
final Total total = new Total();
list.stream().forEach(t -> total.add(t.getValue()));
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", total.getTotal(), mon.getLabel(), mon.getLastValue(),
mon.getAvg(), mon.getMin(), mon.getMax());
}
private static void useTotalAndMap(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+Map");
final Total total = new Total();
final Iterator<BigDecimal> it = list.stream().map(Test::getValue).iterator();
while (it.hasNext()) {
total.add(it.next());
}
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", total.getTotal(), mon.getLabel(), mon.getLastValue(),
mon.getAvg(), mon.getMin(), mon.getMax());
}
private static void useTotal(final List<Test> list) {
final Monitor mon = MonitorFactory.start("Total+Loop");
final Total total = new Total();
for (final Test t : list) {
total.add(t.getValue());
}
mon.stop();
System.out.printf("%10.0f in %13s %5.1f Avg:%5.1f Min:%5.1f Max:%5.1f %n", total.getTotal(), mon.getLabel(), mon.getLastValue(),
mon.getAvg(), mon.getMin(), mon.getMax());
}
public static class ToTotalCollector implements Collector<BigDecimal, Total, Total> {
@Override
public Supplier<Total> supplier() {
return Total::new;
}
@Override
public BiConsumer<Total, BigDecimal> accumulator() {
return Total::add;
}
@Override
public Function<Total, Total> finisher() {
return Function.identity();
}
@Override
public BinaryOperator<Total> combiner() {
return (t1, t2) -> {
t1.add(t2);
return t1;
};
}
@Override
public Set<Characteristics> characteristics() {
return Collections.unmodifiableSet(EnumSet.of(IDENTITY_FINISH, CONCURRENT));
}
}
}
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