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org.apache.skywalking.mqe.rt.operation.TrendOp Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF 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,
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* See the License for the specific language governing permissions and
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package org.apache.skywalking.mqe.rt.operation;
import java.util.ArrayList;
import java.util.List;
import org.apache.skywalking.mqe.rt.exception.IllegalExpressionException;
import org.apache.skywalking.mqe.rt.grammar.MQEParser;
import org.apache.skywalking.mqe.rt.type.ExpressionResult;
import org.apache.skywalking.mqe.rt.type.MQEValue;
import org.apache.skywalking.oap.server.core.query.enumeration.Step;
public class TrendOp {
public static ExpressionResult doTrendOp(ExpressionResult expResult,
int opType,
int trendRange,
Step step) throws IllegalExpressionException {
switch (opType) {
case MQEParser.INCREASE:
return TrendOp.calculateIncrease(expResult, trendRange);
case MQEParser.RATE:
return TrendOp.calculateRate(expResult, trendRange, step);
}
throw new IllegalExpressionException("Unsupported function.");
}
private static ExpressionResult calculateIncrease(ExpressionResult expResult, int trendRange) {
expResult.getResults().forEach(resultValues -> {
List mqeValues = resultValues.getValues();
List newMqeValues = new ArrayList<>();
for (int i = trendRange; i < mqeValues.size(); i++) {
MQEValue mqeValue = mqeValues.get(i);
//if the current value is empty, then the trend value is empty
if (mqeValue.isEmptyValue()) {
newMqeValues.add(mqeValue);
continue;
}
MQEValue newMqeValue = new MQEValue();
newMqeValue.setId(mqeValue.getId());
//if the previous value is empty, then the trend value is empty
if (mqeValues.get(i - trendRange).isEmptyValue()) {
newMqeValue.setEmptyValue(true);
newMqeValues.add(newMqeValue);
continue;
}
newMqeValue.setEmptyValue(mqeValue.isEmptyValue());
newMqeValue.setId(mqeValue.getId());
newMqeValue.setTraceID(mqeValue.getTraceID());
double newValue = mqeValue.getDoubleValue() - mqeValues.get(i - trendRange).getDoubleValue();
newMqeValue.setDoubleValue(newValue);
newMqeValues.add(newMqeValue);
}
resultValues.setValues(newMqeValues);
});
return expResult;
}
private static ExpressionResult calculateRate(ExpressionResult expResult, int trendRange, Step step) {
ExpressionResult result = calculateIncrease(expResult, trendRange);
long rangeSeconds;
switch (step) {
case SECOND:
rangeSeconds = trendRange;
break;
case MINUTE:
rangeSeconds = trendRange * 60;
break;
case HOUR:
rangeSeconds = trendRange * 3600;
break;
case DAY:
rangeSeconds = trendRange * 86400;
break;
default:
throw new IllegalArgumentException("Unsupported step: " + step);
}
result.getResults().forEach(resultValues -> {
resultValues.getValues().forEach(mqeValue -> {
if (!mqeValue.isEmptyValue()) {
double newValue = mqeValue.getDoubleValue() / rangeSeconds;
mqeValue.setDoubleValue(newValue);
}
});
});
return result;
}
}
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