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Miscellaneous Utilities (Pure Java)
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/*
* Copyright (c) 2019 by Andrew Charneski.
*
* The author 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 com.simiacryptus.util.data;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
@SuppressWarnings("serial")
public class PercentileStatistics extends ScalarStatistics {
private final List values = new ArrayList<>();
@Override
public Map getMetrics() {
final Map map = super.getMetrics();
map.put("tp50", getPercentile(0.5));
map.put("tp75", getPercentile(0.75));
map.put("tp90", getPercentile(0.9));
return map;
}
@Nullable
@Override
public synchronized ScalarStatistics add(@Nonnull final double... values) {
this.values.add(Arrays.copyOf(values, values.length));
super.add(values);
return null;
}
@Override
public void clear() {
values.clear();
super.clear();
}
public synchronized Double getPercentile(final double percentile) {
return values.parallelStream().flatMapToDouble(x -> Arrays.stream(x)).sorted()
.skip((int) (percentile * values.size())).findFirst().orElse(Double.NaN);
}
}