Loading oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/metrics/PxxMetrics.java +7 −1 Original line number Diff line number Diff line Loading @@ -18,6 +18,7 @@ package org.apache.skywalking.oap.server.core.analysis.metrics; import java.util.Comparator; import lombok.*; import org.apache.skywalking.oap.server.core.analysis.metrics.annotation.*; import org.apache.skywalking.oap.server.core.query.sql.Function; Loading Loading @@ -81,7 +82,12 @@ public abstract class PxxMetrics extends GroupMetrics implements IntValueHolder int roof = Math.round(total * percentileRank * 1.0f / 100); int count = 0; for (IntKeyLongValue element : detailGroup.values()) { IntKeyLongValue[] sortedData = detailGroup.values().stream().sorted(new Comparator<IntKeyLongValue>() { @Override public int compare(IntKeyLongValue o1, IntKeyLongValue o2) { return o1.getKey() - o2.getKey(); } }).toArray(IntKeyLongValue[]::new); for (IntKeyLongValue element : sortedData) { count += element.getValue(); if (count >= roof) { value = element.getKey() * precision; Loading oap-server/server-core/src/test/java/org/apache/skywalking/oap/server/core/analysis/metrics/PxxMetricsTest.java +43 −1 Original line number Diff line number Diff line Loading @@ -19,7 +19,8 @@ package org.apache.skywalking.oap.server.core.analysis.metrics; import org.apache.skywalking.oap.server.core.remote.grpc.proto.RemoteData; import org.junit.*; import org.junit.Assert; import org.junit.Test; /** * @author wusheng Loading Loading @@ -126,4 +127,45 @@ public class PxxMetricsTest { return 0; } } @Test public void testAccurate() { IntKeyLongValueHashMap map = new IntKeyLongValueHashMap(); map.toObject("0,109|128,3|130,1|131,1|132,2|5,16|6,23|10,1|12,1|13,25|14,10|15,2|17,1|146,2|18,1|19,16|20,9|21,4|22,1|23,2|152,1|25,4|26,4|27,3|28,1|31,1|32,2|34,1|44,1|318,1|319,7|320,2|321,1|323,1|324,1|325,2|326,1|327,3|328,1|330,2|205,27|206,14|208,1|337,1|219,15|220,2|221,2|222,1|224,1|352,1|225,1|226,3|227,1|229,1|232,2|105,16|233,1|106,13|108,1|113,20|114,4|115,3|116,2|118,6|119,12|120,4|121,4|122,6|250,1|124,4|125,1|126,4|127,2"); PxxMetricsMocker metrics50Mocker = new PxxMetricsMocker(50); metrics50Mocker.setDetailGroup(map); metrics50Mocker.setPrecision(10); metrics50Mocker.calculate(); int p50 = metrics50Mocker.getValue(); PxxMetricsMocker metrics75Mocker = new PxxMetricsMocker(75); metrics75Mocker.setDetailGroup(map); metrics75Mocker.setPrecision(10); metrics75Mocker.calculate(); int p75 = metrics75Mocker.getValue(); PxxMetricsMocker metrics90Mocker = new PxxMetricsMocker(90); metrics90Mocker.setDetailGroup(map); metrics90Mocker.setPrecision(10); metrics90Mocker.calculate(); int p90 = metrics90Mocker.getValue(); PxxMetricsMocker metrics95Mocker = new PxxMetricsMocker(95); metrics95Mocker.setDetailGroup(map); metrics95Mocker.setPrecision(10); metrics95Mocker.calculate(); int p95 = metrics95Mocker.getValue(); PxxMetricsMocker metrics99Mocker = new PxxMetricsMocker(99); metrics99Mocker.setDetailGroup(map); metrics99Mocker.setPrecision(10); metrics99Mocker.calculate(); int p99 = metrics99Mocker.getValue(); Assert.assertTrue(p50 < p75); Assert.assertTrue(p75 < p90); Assert.assertTrue(p90 < p95); Assert.assertTrue(p95 < p99); } } Loading
oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/metrics/PxxMetrics.java +7 −1 Original line number Diff line number Diff line Loading @@ -18,6 +18,7 @@ package org.apache.skywalking.oap.server.core.analysis.metrics; import java.util.Comparator; import lombok.*; import org.apache.skywalking.oap.server.core.analysis.metrics.annotation.*; import org.apache.skywalking.oap.server.core.query.sql.Function; Loading Loading @@ -81,7 +82,12 @@ public abstract class PxxMetrics extends GroupMetrics implements IntValueHolder int roof = Math.round(total * percentileRank * 1.0f / 100); int count = 0; for (IntKeyLongValue element : detailGroup.values()) { IntKeyLongValue[] sortedData = detailGroup.values().stream().sorted(new Comparator<IntKeyLongValue>() { @Override public int compare(IntKeyLongValue o1, IntKeyLongValue o2) { return o1.getKey() - o2.getKey(); } }).toArray(IntKeyLongValue[]::new); for (IntKeyLongValue element : sortedData) { count += element.getValue(); if (count >= roof) { value = element.getKey() * precision; Loading
oap-server/server-core/src/test/java/org/apache/skywalking/oap/server/core/analysis/metrics/PxxMetricsTest.java +43 −1 Original line number Diff line number Diff line Loading @@ -19,7 +19,8 @@ package org.apache.skywalking.oap.server.core.analysis.metrics; import org.apache.skywalking.oap.server.core.remote.grpc.proto.RemoteData; import org.junit.*; import org.junit.Assert; import org.junit.Test; /** * @author wusheng Loading Loading @@ -126,4 +127,45 @@ public class PxxMetricsTest { return 0; } } @Test public void testAccurate() { IntKeyLongValueHashMap map = new IntKeyLongValueHashMap(); map.toObject("0,109|128,3|130,1|131,1|132,2|5,16|6,23|10,1|12,1|13,25|14,10|15,2|17,1|146,2|18,1|19,16|20,9|21,4|22,1|23,2|152,1|25,4|26,4|27,3|28,1|31,1|32,2|34,1|44,1|318,1|319,7|320,2|321,1|323,1|324,1|325,2|326,1|327,3|328,1|330,2|205,27|206,14|208,1|337,1|219,15|220,2|221,2|222,1|224,1|352,1|225,1|226,3|227,1|229,1|232,2|105,16|233,1|106,13|108,1|113,20|114,4|115,3|116,2|118,6|119,12|120,4|121,4|122,6|250,1|124,4|125,1|126,4|127,2"); PxxMetricsMocker metrics50Mocker = new PxxMetricsMocker(50); metrics50Mocker.setDetailGroup(map); metrics50Mocker.setPrecision(10); metrics50Mocker.calculate(); int p50 = metrics50Mocker.getValue(); PxxMetricsMocker metrics75Mocker = new PxxMetricsMocker(75); metrics75Mocker.setDetailGroup(map); metrics75Mocker.setPrecision(10); metrics75Mocker.calculate(); int p75 = metrics75Mocker.getValue(); PxxMetricsMocker metrics90Mocker = new PxxMetricsMocker(90); metrics90Mocker.setDetailGroup(map); metrics90Mocker.setPrecision(10); metrics90Mocker.calculate(); int p90 = metrics90Mocker.getValue(); PxxMetricsMocker metrics95Mocker = new PxxMetricsMocker(95); metrics95Mocker.setDetailGroup(map); metrics95Mocker.setPrecision(10); metrics95Mocker.calculate(); int p95 = metrics95Mocker.getValue(); PxxMetricsMocker metrics99Mocker = new PxxMetricsMocker(99); metrics99Mocker.setDetailGroup(map); metrics99Mocker.setPrecision(10); metrics99Mocker.calculate(); int p99 = metrics99Mocker.getValue(); Assert.assertTrue(p50 < p75); Assert.assertTrue(p75 < p90); Assert.assertTrue(p90 < p95); Assert.assertTrue(p95 < p99); } }