/**
* @param timeRange
* @param apps
* @param period in Second
* @return
*/
public Iterable<ApplicationStatistic> selectApplicationStatistics(
TimeRange timeRange, Iterable<Application> apps, Long period) {
final long periodInMillis = period * 1000;
List<Long> appIds =
StreamSupport.stream(apps.spliterator(), false)
.map(Application::getId)
.collect(Collectors.toList());
QApplicationStatistic appStatistic = QApplicationStatistic.applicationStatistic;
BooleanExpression timestampCondition =
appStatistic.timestamp.between(
toMillisSecond(timeRange.getFrom()), toMillisSecond(timeRange.getTo()));
BooleanExpression appIdCondition = appStatistic.appId.in(appIds);
BooleanExpression periodCondition = appStatistic.period.eq(periodInMillis);
BooleanExpression whereCondition = timestampCondition.and(appIdCondition).and(periodCondition);
return applicationStatisticRepository.findAll(whereCondition);
}
/**
* @param timeRange
* @param instances
* @param period in Second
* @return
*/
public Iterable<InstanceStatistic> selectInstanceStatistics(
TimeRange timeRange, List<Instance> instances, Long period) {
final long periodInMillis = period * 1000;
List<Long> instanceIds =
StreamSupport.stream(instances.spliterator(), false)
.map(Instance::getId)
.collect(Collectors.toList());
QInstanceStatistic instanceStatistic = QInstanceStatistic.instanceStatistic;
BooleanExpression timestampCondition =
instanceStatistic.timestamp.between(
toMillisSecond(timeRange.getFrom()), toMillisSecond(timeRange.getTo()));
BooleanExpression instanceIdCondition = instanceStatistic.instanceId.in(instanceIds);
BooleanExpression periodCondition = instanceStatistic.period.eq(periodInMillis);
BooleanExpression whereCondition =
instanceIdCondition.and(timestampCondition).and(periodCondition);
return instanceStatisticRepository.findAll(whereCondition);
}
/**
* Get the top n external Services of the given services.
*
* @param statistics
* @param externalServices
* @param timeRange
* @param limit
* @return
*/
public static List<ExternalServiceVo> topByAvgResponseTime(
Iterable<ExternalServiceStatistic> statistics,
Iterable<ExternalService> externalServices,
TimeRange timeRange,
Integer limit) {
Map<Long, ExternalService> rpcTransactionMap = new HashMap<>();
StreamSupport.stream(externalServices.spliterator(), false)
.forEach(transaction -> rpcTransactionMap.put(transaction.getId(), transaction));
Map<TransactionGroup, List<ExternalServiceStatistic>> groups =
StreamSupport.stream(statistics.spliterator(), false)
.collect(
Collectors.groupingBy(
new Function<ExternalServiceStatistic, TransactionGroup>() {
@Override
public TransactionGroup apply(ExternalServiceStatistic statistic) {
Long transactionId = statistic.getExternalServiceId();
ExternalService webTransaction = rpcTransactionMap.get(transactionId);
TransactionGroup group = new TransactionGroup();
group.setAppId(webTransaction.getAppId());
group.setDisplayName(webTransaction.getUrl());
return group;
}
}));
List<ExternalServiceVo> result = new ArrayList<>();
groups.forEach(
(group, webTransactionStatistics) -> {
DoubleSummaryStatistics responseSummaryStatistics =
webTransactionStatistics
.stream()
.filter(statistic -> statistic.getSumResponseTime() != null)
.mapToDouble(ExternalServiceStatistic::getSumResponseTime)
.summaryStatistics();
DoubleSummaryStatistics maxSummaryStatistics =
webTransactionStatistics
.stream()
.filter(statistic -> statistic.getMaxResponseTime() != null)
.mapToDouble(ExternalServiceStatistic::getMaxResponseTime)
.summaryStatistics();
DoubleSummaryStatistics minSummaryStatistics =
webTransactionStatistics
.stream()
.filter(statistic -> statistic.getMinResponseTime() != null)
.mapToDouble(ExternalServiceStatistic::getMinResponseTime)
.summaryStatistics();
LongSummaryStatistics pvSummaryStatistics =
webTransactionStatistics
.stream()
.filter(statistic -> statistic.getPv() != null)
.mapToLong(ExternalServiceStatistic::getPv)
.summaryStatistics();
ExternalServiceVo transaction = new ExternalServiceVo();
transaction.setAppId(group.getAppId());
transaction.setDestination(group.getDisplayName());
transaction.setPv(pvSummaryStatistics.getSum());
transaction.setCpm(
format(
calculateRate(
pvSummaryStatistics.getSum(), timeRange.getDuration(ChronoUnit.MINUTES))));
transaction.setMaxResponseTime(format(maxSummaryStatistics.getMax()));
transaction.setMinResponseTime(format(minSummaryStatistics.getMin()));
transaction.setResponseTime(
format(
calculateRate(responseSummaryStatistics.getSum(), pvSummaryStatistics.getSum())));
result.add(transaction);
});
return result
.stream()
.sorted(Comparator.comparing(ExternalServiceVo::getResponseTime))
.limit(limit)
.collect(Collectors.toList());
}
