/* * Copyright (C) 2017 The Android Open Source Project * * Licensed 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. */ #define DEBUG false // STOPSHIP if true #include "Log.h" #include "../guardrail/StatsdStats.h" #include "GaugeMetricProducer.h" #include "../stats_log_util.h" #include using android::util::FIELD_COUNT_REPEATED; using android::util::FIELD_TYPE_BOOL; using android::util::FIELD_TYPE_FLOAT; using android::util::FIELD_TYPE_INT32; using android::util::FIELD_TYPE_INT64; using android::util::FIELD_TYPE_MESSAGE; using android::util::FIELD_TYPE_STRING; using android::util::ProtoOutputStream; using std::map; using std::string; using std::unordered_map; using std::vector; using std::make_shared; using std::shared_ptr; namespace android { namespace os { namespace statsd { // for StatsLogReport const int FIELD_ID_ID = 1; const int FIELD_ID_GAUGE_METRICS = 8; const int FIELD_ID_TIME_BASE = 9; const int FIELD_ID_BUCKET_SIZE = 10; const int FIELD_ID_DIMENSION_PATH_IN_WHAT = 11; const int FIELD_ID_DIMENSION_PATH_IN_CONDITION = 12; const int FIELD_ID_IS_ACTIVE = 14; // for GaugeMetricDataWrapper const int FIELD_ID_DATA = 1; const int FIELD_ID_SKIPPED = 2; const int FIELD_ID_SKIPPED_START_MILLIS = 3; const int FIELD_ID_SKIPPED_END_MILLIS = 4; // for GaugeMetricData const int FIELD_ID_DIMENSION_IN_WHAT = 1; const int FIELD_ID_DIMENSION_IN_CONDITION = 2; const int FIELD_ID_BUCKET_INFO = 3; const int FIELD_ID_DIMENSION_LEAF_IN_WHAT = 4; const int FIELD_ID_DIMENSION_LEAF_IN_CONDITION = 5; // for GaugeBucketInfo const int FIELD_ID_ATOM = 3; const int FIELD_ID_ELAPSED_ATOM_TIMESTAMP = 4; const int FIELD_ID_BUCKET_NUM = 6; const int FIELD_ID_START_BUCKET_ELAPSED_MILLIS = 7; const int FIELD_ID_END_BUCKET_ELAPSED_MILLIS = 8; GaugeMetricProducer::GaugeMetricProducer( const ConfigKey& key, const GaugeMetric& metric, const int conditionIndex, const sp& wizard, const int whatMatcherIndex, const sp& matcherWizard, const int pullTagId, const int triggerAtomId, const int atomId, const int64_t timeBaseNs, const int64_t startTimeNs, const sp& pullerManager) : MetricProducer(metric.id(), key, timeBaseNs, conditionIndex, wizard), mWhatMatcherIndex(whatMatcherIndex), mEventMatcherWizard(matcherWizard), mPullerManager(pullerManager), mPullTagId(pullTagId), mTriggerAtomId(triggerAtomId), mAtomId(atomId), mIsPulled(pullTagId != -1), mMinBucketSizeNs(metric.min_bucket_size_nanos()), mMaxPullDelayNs(metric.max_pull_delay_sec() > 0 ? metric.max_pull_delay_sec() * NS_PER_SEC : StatsdStats::kPullMaxDelayNs), mDimensionSoftLimit(StatsdStats::kAtomDimensionKeySizeLimitMap.find(pullTagId) != StatsdStats::kAtomDimensionKeySizeLimitMap.end() ? StatsdStats::kAtomDimensionKeySizeLimitMap.at(pullTagId).first : StatsdStats::kDimensionKeySizeSoftLimit), mDimensionHardLimit(StatsdStats::kAtomDimensionKeySizeLimitMap.find(pullTagId) != StatsdStats::kAtomDimensionKeySizeLimitMap.end() ? StatsdStats::kAtomDimensionKeySizeLimitMap.at(pullTagId).second : StatsdStats::kDimensionKeySizeHardLimit), mGaugeAtomsPerDimensionLimit(metric.max_num_gauge_atoms_per_bucket()), mSplitBucketForAppUpgrade(metric.split_bucket_for_app_upgrade()) { mCurrentSlicedBucket = std::make_shared(); mCurrentSlicedBucketForAnomaly = std::make_shared(); int64_t bucketSizeMills = 0; if (metric.has_bucket()) { bucketSizeMills = TimeUnitToBucketSizeInMillisGuardrailed(key.GetUid(), metric.bucket()); } else { bucketSizeMills = TimeUnitToBucketSizeInMillis(ONE_HOUR); } mBucketSizeNs = bucketSizeMills * 1000000; mSamplingType = metric.sampling_type(); if (!metric.gauge_fields_filter().include_all()) { translateFieldMatcher(metric.gauge_fields_filter().fields(), &mFieldMatchers); } if (metric.has_dimensions_in_what()) { translateFieldMatcher(metric.dimensions_in_what(), &mDimensionsInWhat); mContainANYPositionInDimensionsInWhat = HasPositionANY(metric.dimensions_in_what()); } if (metric.has_dimensions_in_condition()) { translateFieldMatcher(metric.dimensions_in_condition(), &mDimensionsInCondition); } if (metric.links().size() > 0) { for (const auto& link : metric.links()) { Metric2Condition mc; mc.conditionId = link.condition(); translateFieldMatcher(link.fields_in_what(), &mc.metricFields); translateFieldMatcher(link.fields_in_condition(), &mc.conditionFields); mMetric2ConditionLinks.push_back(mc); } } mConditionSliced = (metric.links().size() > 0) || (mDimensionsInCondition.size() > 0); mSliceByPositionALL = HasPositionALL(metric.dimensions_in_what()) || HasPositionALL(metric.dimensions_in_condition()); flushIfNeededLocked(startTimeNs); // Kicks off the puller immediately. if (mIsPulled && mSamplingType == GaugeMetric::RANDOM_ONE_SAMPLE) { mPullerManager->RegisterReceiver(mPullTagId, this, getCurrentBucketEndTimeNs(), mBucketSizeNs); } // Adjust start for partial bucket mCurrentBucketStartTimeNs = startTimeNs; VLOG("Gauge metric %lld created. bucket size %lld start_time: %lld sliced %d", (long long)metric.id(), (long long)mBucketSizeNs, (long long)mTimeBaseNs, mConditionSliced); } GaugeMetricProducer::~GaugeMetricProducer() { VLOG("~GaugeMetricProducer() called"); if (mIsPulled && mSamplingType == GaugeMetric::RANDOM_ONE_SAMPLE) { mPullerManager->UnRegisterReceiver(mPullTagId, this); } } void GaugeMetricProducer::dumpStatesLocked(FILE* out, bool verbose) const { if (mCurrentSlicedBucket == nullptr || mCurrentSlicedBucket->size() == 0) { return; } fprintf(out, "GaugeMetric %lld dimension size %lu\n", (long long)mMetricId, (unsigned long)mCurrentSlicedBucket->size()); if (verbose) { for (const auto& it : *mCurrentSlicedBucket) { fprintf(out, "\t(what)%s\t(condition)%s %d atoms\n", it.first.getDimensionKeyInWhat().toString().c_str(), it.first.getDimensionKeyInCondition().toString().c_str(), (int)it.second.size()); } } } void GaugeMetricProducer::clearPastBucketsLocked(const int64_t dumpTimeNs) { flushIfNeededLocked(dumpTimeNs); mPastBuckets.clear(); mSkippedBuckets.clear(); } void GaugeMetricProducer::onDumpReportLocked(const int64_t dumpTimeNs, const bool include_current_partial_bucket, const bool erase_data, const DumpLatency dumpLatency, std::set *str_set, ProtoOutputStream* protoOutput) { VLOG("Gauge metric %lld report now...", (long long)mMetricId); if (include_current_partial_bucket) { flushLocked(dumpTimeNs); } else { flushIfNeededLocked(dumpTimeNs); } protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_ID, (long long)mMetricId); protoOutput->write(FIELD_TYPE_BOOL | FIELD_ID_IS_ACTIVE, isActiveLocked()); if (mPastBuckets.empty()) { return; } protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_TIME_BASE, (long long)mTimeBaseNs); protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_BUCKET_SIZE, (long long)mBucketSizeNs); // Fills the dimension path if not slicing by ALL. if (!mSliceByPositionALL) { if (!mDimensionsInWhat.empty()) { uint64_t dimenPathToken = protoOutput->start( FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_PATH_IN_WHAT); writeDimensionPathToProto(mDimensionsInWhat, protoOutput); protoOutput->end(dimenPathToken); } if (!mDimensionsInCondition.empty()) { uint64_t dimenPathToken = protoOutput->start( FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_PATH_IN_CONDITION); writeDimensionPathToProto(mDimensionsInCondition, protoOutput); protoOutput->end(dimenPathToken); } } uint64_t protoToken = protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_ID_GAUGE_METRICS); for (const auto& pair : mSkippedBuckets) { uint64_t wrapperToken = protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_SKIPPED); protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_SKIPPED_START_MILLIS, (long long)(NanoToMillis(pair.first))); protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_SKIPPED_END_MILLIS, (long long)(NanoToMillis(pair.second))); protoOutput->end(wrapperToken); } for (const auto& pair : mPastBuckets) { const MetricDimensionKey& dimensionKey = pair.first; VLOG("Gauge dimension key %s", dimensionKey.toString().c_str()); uint64_t wrapperToken = protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_DATA); // First fill dimension. if (mSliceByPositionALL) { uint64_t dimensionToken = protoOutput->start( FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_WHAT); writeDimensionToProto(dimensionKey.getDimensionKeyInWhat(), str_set, protoOutput); protoOutput->end(dimensionToken); if (dimensionKey.hasDimensionKeyInCondition()) { uint64_t dimensionInConditionToken = protoOutput->start( FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_CONDITION); writeDimensionToProto(dimensionKey.getDimensionKeyInCondition(), str_set, protoOutput); protoOutput->end(dimensionInConditionToken); } } else { writeDimensionLeafNodesToProto(dimensionKey.getDimensionKeyInWhat(), FIELD_ID_DIMENSION_LEAF_IN_WHAT, str_set, protoOutput); if (dimensionKey.hasDimensionKeyInCondition()) { writeDimensionLeafNodesToProto(dimensionKey.getDimensionKeyInCondition(), FIELD_ID_DIMENSION_LEAF_IN_CONDITION, str_set, protoOutput); } } // Then fill bucket_info (GaugeBucketInfo). for (const auto& bucket : pair.second) { uint64_t bucketInfoToken = protoOutput->start( FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_BUCKET_INFO); if (bucket.mBucketEndNs - bucket.mBucketStartNs != mBucketSizeNs) { protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_START_BUCKET_ELAPSED_MILLIS, (long long)NanoToMillis(bucket.mBucketStartNs)); protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_END_BUCKET_ELAPSED_MILLIS, (long long)NanoToMillis(bucket.mBucketEndNs)); } else { protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_BUCKET_NUM, (long long)(getBucketNumFromEndTimeNs(bucket.mBucketEndNs))); } if (!bucket.mGaugeAtoms.empty()) { for (const auto& atom : bucket.mGaugeAtoms) { uint64_t atomsToken = protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_ATOM); writeFieldValueTreeToStream(mAtomId, *(atom.mFields), protoOutput); protoOutput->end(atomsToken); } for (const auto& atom : bucket.mGaugeAtoms) { const int64_t elapsedTimestampNs = truncateTimestampIfNecessary(mAtomId, atom.mElapsedTimestamps); protoOutput->write( FIELD_TYPE_INT64 | FIELD_COUNT_REPEATED | FIELD_ID_ELAPSED_ATOM_TIMESTAMP, (long long)elapsedTimestampNs); } } protoOutput->end(bucketInfoToken); VLOG("Gauge \t bucket [%lld - %lld] includes %d atoms.", (long long)bucket.mBucketStartNs, (long long)bucket.mBucketEndNs, (int)bucket.mGaugeAtoms.size()); } protoOutput->end(wrapperToken); } protoOutput->end(protoToken); if (erase_data) { mPastBuckets.clear(); mSkippedBuckets.clear(); } } void GaugeMetricProducer::prepareFirstBucketLocked() { if (mIsActive && mIsPulled && mSamplingType == GaugeMetric::RANDOM_ONE_SAMPLE) { pullAndMatchEventsLocked(mCurrentBucketStartTimeNs); } } void GaugeMetricProducer::pullAndMatchEventsLocked(const int64_t timestampNs) { bool triggerPuller = false; switch(mSamplingType) { // When the metric wants to do random sampling and there is already one gauge atom for the // current bucket, do not do it again. case GaugeMetric::RANDOM_ONE_SAMPLE: { triggerPuller = mCondition == ConditionState::kTrue && mCurrentSlicedBucket->empty(); break; } case GaugeMetric::CONDITION_CHANGE_TO_TRUE: { triggerPuller = mCondition == ConditionState::kTrue; break; } case GaugeMetric::FIRST_N_SAMPLES: { triggerPuller = mCondition == ConditionState::kTrue; break; } default: break; } if (!triggerPuller) { return; } vector> allData; if (!mPullerManager->Pull(mPullTagId, &allData)) { ALOGE("Gauge Stats puller failed for tag: %d at %lld", mPullTagId, (long long)timestampNs); return; } const int64_t pullDelayNs = getElapsedRealtimeNs() - timestampNs; if (pullDelayNs > mMaxPullDelayNs) { ALOGE("Pull finish too late for atom %d", mPullTagId); StatsdStats::getInstance().notePullExceedMaxDelay(mPullTagId); StatsdStats::getInstance().notePullDelay(mPullTagId, pullDelayNs); return; } StatsdStats::getInstance().notePullDelay(mPullTagId, pullDelayNs); for (const auto& data : allData) { LogEvent localCopy = data->makeCopy(); localCopy.setElapsedTimestampNs(timestampNs); if (mEventMatcherWizard->matchLogEvent(localCopy, mWhatMatcherIndex) == MatchingState::kMatched) { onMatchedLogEventLocked(mWhatMatcherIndex, localCopy); } } } void GaugeMetricProducer::onActiveStateChangedLocked(const int64_t& eventTimeNs) { MetricProducer::onActiveStateChangedLocked(eventTimeNs); if (ConditionState::kTrue != mCondition || !mIsPulled) { return; } if (mTriggerAtomId == -1 || (mIsActive && mSamplingType == GaugeMetric::RANDOM_ONE_SAMPLE)) { pullAndMatchEventsLocked(eventTimeNs); } } void GaugeMetricProducer::onConditionChangedLocked(const bool conditionMet, const int64_t eventTimeNs) { VLOG("GaugeMetric %lld onConditionChanged", (long long)mMetricId); mCondition = conditionMet ? ConditionState::kTrue : ConditionState::kFalse; if (!mIsActive) { return; } flushIfNeededLocked(eventTimeNs); if (mIsPulled && mTriggerAtomId == -1) { pullAndMatchEventsLocked(eventTimeNs); } // else: Push mode. No need to proactively pull the gauge data. } void GaugeMetricProducer::onSlicedConditionMayChangeLocked(bool overallCondition, const int64_t eventTimeNs) { VLOG("GaugeMetric %lld onSlicedConditionMayChange overall condition %d", (long long)mMetricId, overallCondition); mCondition = overallCondition ? ConditionState::kTrue : ConditionState::kFalse; if (!mIsActive) { return; } flushIfNeededLocked(eventTimeNs); // If the condition is sliced, mCondition is true if any of the dimensions is true. And we will // pull for every dimension. if (mIsPulled && mTriggerAtomId == -1) { pullAndMatchEventsLocked(eventTimeNs); } // else: Push mode. No need to proactively pull the gauge data. } std::shared_ptr> GaugeMetricProducer::getGaugeFields(const LogEvent& event) { std::shared_ptr> gaugeFields; if (mFieldMatchers.size() > 0) { gaugeFields = std::make_shared>(); filterGaugeValues(mFieldMatchers, event.getValues(), gaugeFields.get()); } else { gaugeFields = std::make_shared>(event.getValues()); } // Trim all dimension fields from output. Dimensions will appear in output report and will // benefit from dictionary encoding. For large pulled atoms, this can give the benefit of // optional repeated field. for (const auto& field : mDimensionsInWhat) { for (auto it = gaugeFields->begin(); it != gaugeFields->end();) { if (it->mField.matches(field)) { it = gaugeFields->erase(it); } else { it++; } } } return gaugeFields; } void GaugeMetricProducer::onDataPulled(const std::vector>& allData, bool pullSuccess, int64_t originalPullTimeNs) { std::lock_guard lock(mMutex); if (!pullSuccess || allData.size() == 0) { return; } for (const auto& data : allData) { if (mEventMatcherWizard->matchLogEvent( *data, mWhatMatcherIndex) == MatchingState::kMatched) { onMatchedLogEventLocked(mWhatMatcherIndex, *data); } } } bool GaugeMetricProducer::hitGuardRailLocked(const MetricDimensionKey& newKey) { if (mCurrentSlicedBucket->find(newKey) != mCurrentSlicedBucket->end()) { return false; } // 1. Report the tuple count if the tuple count > soft limit if (mCurrentSlicedBucket->size() > mDimensionSoftLimit - 1) { size_t newTupleCount = mCurrentSlicedBucket->size() + 1; StatsdStats::getInstance().noteMetricDimensionSize(mConfigKey, mMetricId, newTupleCount); // 2. Don't add more tuples, we are above the allowed threshold. Drop the data. if (newTupleCount > mDimensionHardLimit) { ALOGE("GaugeMetric %lld dropping data for dimension key %s", (long long)mMetricId, newKey.toString().c_str()); return true; } } return false; } void GaugeMetricProducer::onMatchedLogEventInternalLocked( const size_t matcherIndex, const MetricDimensionKey& eventKey, const ConditionKey& conditionKey, bool condition, const LogEvent& event) { if (condition == false) { return; } int64_t eventTimeNs = event.GetElapsedTimestampNs(); if (eventTimeNs < mCurrentBucketStartTimeNs) { VLOG("Gauge Skip event due to late arrival: %lld vs %lld", (long long)eventTimeNs, (long long)mCurrentBucketStartTimeNs); return; } flushIfNeededLocked(eventTimeNs); if (mTriggerAtomId == event.GetTagId()) { pullAndMatchEventsLocked(eventTimeNs); return; } // When gauge metric wants to randomly sample the output atom, we just simply use the first // gauge in the given bucket. if (mCurrentSlicedBucket->find(eventKey) != mCurrentSlicedBucket->end() && mSamplingType == GaugeMetric::RANDOM_ONE_SAMPLE) { return; } if (hitGuardRailLocked(eventKey)) { return; } if ((*mCurrentSlicedBucket)[eventKey].size() >= mGaugeAtomsPerDimensionLimit) { return; } GaugeAtom gaugeAtom(getGaugeFields(event), eventTimeNs); (*mCurrentSlicedBucket)[eventKey].push_back(gaugeAtom); // Anomaly detection on gauge metric only works when there is one numeric // field specified. if (mAnomalyTrackers.size() > 0) { if (gaugeAtom.mFields->size() == 1) { const Value& value = gaugeAtom.mFields->begin()->mValue; long gaugeVal = 0; if (value.getType() == INT) { gaugeVal = (long)value.int_value; } else if (value.getType() == LONG) { gaugeVal = value.long_value; } for (auto& tracker : mAnomalyTrackers) { tracker->detectAndDeclareAnomaly(eventTimeNs, mCurrentBucketNum, mMetricId, eventKey, gaugeVal); } } } } void GaugeMetricProducer::updateCurrentSlicedBucketForAnomaly() { for (const auto& slice : *mCurrentSlicedBucket) { if (slice.second.empty()) { continue; } const Value& value = slice.second.front().mFields->front().mValue; long gaugeVal = 0; if (value.getType() == INT) { gaugeVal = (long)value.int_value; } else if (value.getType() == LONG) { gaugeVal = value.long_value; } (*mCurrentSlicedBucketForAnomaly)[slice.first] = gaugeVal; } } void GaugeMetricProducer::dropDataLocked(const int64_t dropTimeNs) { flushIfNeededLocked(dropTimeNs); StatsdStats::getInstance().noteBucketDropped(mMetricId); mPastBuckets.clear(); } // When a new matched event comes in, we check if event falls into the current // bucket. If not, flush the old counter to past buckets and initialize the new // bucket. // if data is pushed, onMatchedLogEvent will only be called through onConditionChanged() inside // the GaugeMetricProducer while holding the lock. void GaugeMetricProducer::flushIfNeededLocked(const int64_t& eventTimeNs) { int64_t currentBucketEndTimeNs = getCurrentBucketEndTimeNs(); if (eventTimeNs < currentBucketEndTimeNs) { VLOG("Gauge eventTime is %lld, less than next bucket start time %lld", (long long)eventTimeNs, (long long)(mCurrentBucketStartTimeNs + mBucketSizeNs)); return; } // Adjusts the bucket start and end times. int64_t numBucketsForward = 1 + (eventTimeNs - currentBucketEndTimeNs) / mBucketSizeNs; int64_t nextBucketNs = currentBucketEndTimeNs + (numBucketsForward - 1) * mBucketSizeNs; flushCurrentBucketLocked(eventTimeNs, nextBucketNs); mCurrentBucketNum += numBucketsForward; VLOG("Gauge metric %lld: new bucket start time: %lld", (long long)mMetricId, (long long)mCurrentBucketStartTimeNs); } void GaugeMetricProducer::flushCurrentBucketLocked(const int64_t& eventTimeNs, const int64_t& nextBucketStartTimeNs) { int64_t fullBucketEndTimeNs = getCurrentBucketEndTimeNs(); GaugeBucket info; info.mBucketStartNs = mCurrentBucketStartTimeNs; if (eventTimeNs < fullBucketEndTimeNs) { info.mBucketEndNs = eventTimeNs; } else { info.mBucketEndNs = fullBucketEndTimeNs; } if (info.mBucketEndNs - mCurrentBucketStartTimeNs >= mMinBucketSizeNs) { for (const auto& slice : *mCurrentSlicedBucket) { info.mGaugeAtoms = slice.second; auto& bucketList = mPastBuckets[slice.first]; bucketList.push_back(info); VLOG("Gauge gauge metric %lld, dump key value: %s", (long long)mMetricId, slice.first.toString().c_str()); } } else { mSkippedBuckets.emplace_back(info.mBucketStartNs, info.mBucketEndNs); } // If we have anomaly trackers, we need to update the partial bucket values. if (mAnomalyTrackers.size() > 0) { updateCurrentSlicedBucketForAnomaly(); if (eventTimeNs > fullBucketEndTimeNs) { // This is known to be a full bucket, so send this data to the anomaly tracker. for (auto& tracker : mAnomalyTrackers) { tracker->addPastBucket(mCurrentSlicedBucketForAnomaly, mCurrentBucketNum); } mCurrentSlicedBucketForAnomaly = std::make_shared(); } } StatsdStats::getInstance().noteBucketCount(mMetricId); mCurrentSlicedBucket = std::make_shared(); mCurrentBucketStartTimeNs = nextBucketStartTimeNs; } size_t GaugeMetricProducer::byteSizeLocked() const { size_t totalSize = 0; for (const auto& pair : mPastBuckets) { for (const auto& bucket : pair.second) { totalSize += bucket.mGaugeAtoms.size() * sizeof(GaugeAtom); for (const auto& atom : bucket.mGaugeAtoms) { if (atom.mFields != nullptr) { totalSize += atom.mFields->size() * sizeof(FieldValue); } } } } return totalSize; } } // namespace statsd } // namespace os } // namespace android