cmds/statsd/src/metrics/ValueMetricProducer.cpp - platform/frameworks/base - Gitiles

 /*
  * 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 "dimension.h"
 #include "ValueMetricProducer.h"
 #include "guardrail/StatsdStats.h"
 #include "stats_log_util.h"

 #include <cutils/log.h>
 #include <limits.h>
 #include <stdlib.h>

 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::list;
 using std::make_pair;
 using std::make_shared;
 using std::map;
 using std::shared_ptr;
 using std::unique_ptr;
 using std::unordered_map;

 namespace android {
 namespace os {
 namespace statsd {

 // for StatsLogReport
 const int FIELD_ID_ID = 1;
 const int FIELD_ID_VALUE_METRICS = 7;
 // for ValueMetricDataWrapper
 const int FIELD_ID_DATA = 1;
 // for ValueMetricData
 const int FIELD_ID_DIMENSION_IN_WHAT = 1;
 const int FIELD_ID_DIMENSION_IN_CONDITION = 2;
 const int FIELD_ID_BUCKET_INFO = 3;
 // for ValueBucketInfo
 const int FIELD_ID_START_BUCKET_NANOS = 1;
 const int FIELD_ID_END_BUCKET_NANOS = 2;
 const int FIELD_ID_VALUE = 3;

 // ValueMetric has a minimum bucket size of 10min so that we don't pull too frequently
 ValueMetricProducer::ValueMetricProducer(const ConfigKey& key, const ValueMetric& metric,
                                          const int conditionIndex,
                                          const sp<ConditionWizard>& wizard, const int pullTagId,
                                          const uint64_t startTimeNs,
                                          shared_ptr<StatsPullerManager> statsPullerManager)
     : MetricProducer(metric.id(), key, startTimeNs, conditionIndex, wizard),
       mValueField(metric.value_field()),
       mStatsPullerManager(statsPullerManager),
       mPullTagId(pullTagId) {
     // TODO: valuemetric for pushed events may need unlimited bucket length
     int64_t bucketSizeMills = 0;
     if (metric.has_bucket()) {
         bucketSizeMills = TimeUnitToBucketSizeInMillis(metric.bucket());
     } else {
         bucketSizeMills = TimeUnitToBucketSizeInMillis(ONE_HOUR);
     }

     mBucketSizeNs = bucketSizeMills * 1000000;
     mDimensionsInWhat = metric.dimensions_in_what();
     mDimensionsInCondition = metric.dimensions_in_condition();

     if (metric.links().size() > 0) {
         mConditionLinks.insert(mConditionLinks.begin(), metric.links().begin(),
                                metric.links().end());
     }
     mConditionSliced = (metric.links().size() > 0)||
         (mDimensionsInCondition.has_field() && mDimensionsInCondition.child_size() > 0);

     if (!metric.has_condition() && mPullTagId != -1) {
         VLOG("Setting up periodic pulling for %d", mPullTagId);
         mStatsPullerManager->RegisterReceiver(mPullTagId, this, bucketSizeMills);
     }
     VLOG("value metric %lld created. bucket size %lld start_time: %lld",
         (long long)metric.id(), (long long)mBucketSizeNs, (long long)mStartTimeNs);
 }

 // for testing
 ValueMetricProducer::ValueMetricProducer(const ConfigKey& key, const ValueMetric& metric,
                                          const int conditionIndex,
                                          const sp<ConditionWizard>& wizard, const int pullTagId,
                                          const uint64_t startTimeNs)
     : ValueMetricProducer(key, metric, conditionIndex, wizard, pullTagId, startTimeNs,
                           make_shared<StatsPullerManager>()) {
 }

 ValueMetricProducer::~ValueMetricProducer() {
     VLOG("~ValueMetricProducer() called");
     if (mPullTagId != -1) {
         mStatsPullerManager->UnRegisterReceiver(mPullTagId, this);
     }
 }

 void ValueMetricProducer::onSlicedConditionMayChangeLocked(const uint64_t eventTime) {
     VLOG("Metric %lld onSlicedConditionMayChange", (long long)mMetricId);
 }

 void ValueMetricProducer::onDumpReportLocked(const uint64_t dumpTimeNs, StatsLogReport* report) {
     flushIfNeededLocked(dumpTimeNs);
     report->set_metric_id(mMetricId);
     auto value_metrics = report->mutable_value_metrics();
     for (const auto& pair : mPastBuckets) {
         ValueMetricData* metricData = value_metrics->add_data();
         *metricData->mutable_dimensions_in_what() =
             pair.first.getDimensionKeyInWhat().getDimensionsValue();
         *metricData->mutable_dimensions_in_condition() =
             pair.first.getDimensionKeyInCondition().getDimensionsValue();
         for (const auto& bucket : pair.second) {
             ValueBucketInfo* bucketInfo = metricData->add_bucket_info();
             bucketInfo->set_start_bucket_nanos(bucket.mBucketStartNs);
             bucketInfo->set_end_bucket_nanos(bucket.mBucketEndNs);
             bucketInfo->set_value(bucket.mValue);
         }
     }
 }

 void ValueMetricProducer::onDumpReportLocked(const uint64_t dumpTimeNs,
                                              ProtoOutputStream* protoOutput) {
     VLOG("metric %lld dump report now...", (long long)mMetricId);
     flushIfNeededLocked(dumpTimeNs);
     if (mPastBuckets.empty()) {
         return;
     }
     protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_ID, (long long)mMetricId);
     long long protoToken = protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_ID_VALUE_METRICS);

     for (const auto& pair : mPastBuckets) {
         const MetricDimensionKey& dimensionKey = pair.first;
         VLOG("  dimension key %s", dimensionKey.c_str());
         long long wrapperToken =
                 protoOutput->start(FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_DATA);

         // First fill dimension.
         long long dimensionToken = protoOutput->start(
             FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_WHAT);
         writeDimensionsValueProtoToStream(
             dimensionKey.getDimensionKeyInWhat().getDimensionsValue(), protoOutput);
         protoOutput->end(dimensionToken);
         if (dimensionKey.hasDimensionKeyInCondition()) {
             long long dimensionInConditionToken = protoOutput->start(
                     FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_CONDITION);
             writeDimensionsValueProtoToStream(
                 dimensionKey.getDimensionKeyInCondition().getDimensionsValue(), protoOutput);
             protoOutput->end(dimensionInConditionToken);
         }

         // Then fill bucket_info (ValueBucketInfo).
         for (const auto& bucket : pair.second) {
             long long bucketInfoToken = protoOutput->start(
                     FIELD_TYPE_MESSAGE | FIELD_COUNT_REPEATED | FIELD_ID_BUCKET_INFO);
             protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_START_BUCKET_NANOS,
                                (long long)bucket.mBucketStartNs);
             protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_END_BUCKET_NANOS,
                                (long long)bucket.mBucketEndNs);
             protoOutput->write(FIELD_TYPE_INT64 | FIELD_ID_VALUE, (long long)bucket.mValue);
             protoOutput->end(bucketInfoToken);
             VLOG("\t bucket [%lld - %lld] count: %lld", (long long)bucket.mBucketStartNs,
                  (long long)bucket.mBucketEndNs, (long long)bucket.mValue);
         }
         protoOutput->end(wrapperToken);
     }
     protoOutput->end(protoToken);

     VLOG("metric %lld dump report now...", (long long)mMetricId);
     mPastBuckets.clear();
     // TODO: Clear mDimensionKeyMap once the report is dumped.
 }

 void ValueMetricProducer::onConditionChangedLocked(const bool condition, const uint64_t eventTime) {
     mCondition = condition;

     if (eventTime < mCurrentBucketStartTimeNs) {
         VLOG("Skip event due to late arrival: %lld vs %lld", (long long)eventTime,
              (long long)mCurrentBucketStartTimeNs);
         return;
     }

     flushIfNeededLocked(eventTime);

     if (mPullTagId != -1) {
         if (mCondition == true) {
             mStatsPullerManager->RegisterReceiver(mPullTagId, this, mBucketSizeNs / 1000 / 1000);
         } else if (mCondition == false) {
             mStatsPullerManager->UnRegisterReceiver(mPullTagId, this);
         }

         vector<shared_ptr<LogEvent>> allData;
         if (mStatsPullerManager->Pull(mPullTagId, &allData)) {
             if (allData.size() == 0) {
                 return;
             }
             for (const auto& data : allData) {
                 onMatchedLogEventLocked(0, *data);
             }
         }
         return;
     }
 }

 void ValueMetricProducer::onDataPulled(const std::vector<std::shared_ptr<LogEvent>>& allData) {
     std::lock_guard<std::mutex> lock(mMutex);

     if (mCondition == true || mConditionTrackerIndex < 0) {
         if (allData.size() == 0) {
             return;
         }
         // For scheduled pulled data, the effective event time is snap to the nearest
         // bucket boundary to make bucket finalize.
         uint64_t realEventTime = allData.at(0)->GetTimestampNs();
         uint64_t eventTime = mStartTimeNs +
             ((realEventTime - mStartTimeNs)/mBucketSizeNs) * mBucketSizeNs;

         mCondition = false;
         for (const auto& data : allData) {
             data->setTimestampNs(eventTime-1);
             onMatchedLogEventLocked(0, *data);
         }

         mCondition = true;
         for (const auto& data : allData) {
             data->setTimestampNs(eventTime);
             onMatchedLogEventLocked(0, *data);
         }
     }
 }

 bool ValueMetricProducer::hitGuardRailLocked(const MetricDimensionKey& newKey) {
     // ===========GuardRail==============
     // 1. Report the tuple count if the tuple count > soft limit
     if (mCurrentSlicedBucket.find(newKey) != mCurrentSlicedBucket.end()) {
         return false;
     }
     if (mCurrentSlicedBucket.size() > StatsdStats::kDimensionKeySizeSoftLimit - 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 > StatsdStats::kDimensionKeySizeHardLimit) {
             ALOGE("ValueMetric %lld dropping data for dimension key %s",
                 (long long)mMetricId, newKey.c_str());
             return true;
         }
     }

     return false;
 }

 void ValueMetricProducer::onMatchedLogEventInternalLocked(
         const size_t matcherIndex, const MetricDimensionKey& eventKey,
         const ConditionKey& conditionKey, bool condition,
         const LogEvent& event) {
     uint64_t eventTimeNs = event.GetTimestampNs();
     if (eventTimeNs < mCurrentBucketStartTimeNs) {
         VLOG("Skip event due to late arrival: %lld vs %lld", (long long)eventTimeNs,
              (long long)mCurrentBucketStartTimeNs);
         return;
     }

     flushIfNeededLocked(eventTimeNs);

     if (hitGuardRailLocked(eventKey)) {
         return;
     }
     Interval& interval = mCurrentSlicedBucket[eventKey];

     std::shared_ptr<FieldValueMap> valueFieldMap = getValueFields(event);
     if (valueFieldMap->empty() || valueFieldMap->size() > 1) {
         return;
     }
     const long value = getLongFromDimenValue(valueFieldMap->begin()->second);

     if (mPullTagId != -1) { // for pulled events
         if (mCondition == true) {
             interval.start = value;
             interval.startUpdated = true;
         } else {
             // Generally we expect value to be monotonically increasing.
             // If not, there was a reset event. We take the absolute value as
             // diff in this case.
             if (interval.startUpdated) {
                 if (value > interval.start) {
                     interval.sum += (value - interval.start);
                 } else {
                     interval.sum += value;
                 }
                 interval.startUpdated = false;
             } else {
                 VLOG("No start for matching end %ld", value);
                 interval.tainted += 1;
             }
         }
     } else {    // for pushed events
         interval.sum += value;
     }

     long wholeBucketVal = interval.sum;
     auto prev = mCurrentFullBucket.find(eventKey);
     if (prev != mCurrentFullBucket.end()) {
         wholeBucketVal += prev->second;
     }
     for (auto& tracker : mAnomalyTrackers) {
         tracker->detectAndDeclareAnomaly(eventTimeNs, mCurrentBucketNum, eventKey, wholeBucketVal);
     }
 }

 std::shared_ptr<FieldValueMap> ValueMetricProducer::getValueFields(const LogEvent& event) {
     std::shared_ptr<FieldValueMap> valueFields =
         std::make_shared<FieldValueMap>(event.getFieldValueMap());
     filterFields(mValueField, valueFields.get());
     return valueFields;
 }

 void ValueMetricProducer::flushIfNeededLocked(const uint64_t& eventTimeNs) {
     uint64_t currentBucketEndTimeNs = getCurrentBucketEndTimeNs();

     if (currentBucketEndTimeNs > eventTimeNs) {
         VLOG("eventTime is %lld, less than next bucket start time %lld", (long long)eventTimeNs,
              (long long)(currentBucketEndTimeNs));
         return;
     }

     flushCurrentBucketLocked(eventTimeNs);

     int64_t numBucketsForward = 1 + (eventTimeNs - currentBucketEndTimeNs) / mBucketSizeNs;
     mCurrentBucketStartTimeNs = currentBucketEndTimeNs + (numBucketsForward - 1) * mBucketSizeNs;
     mCurrentBucketNum += numBucketsForward;

     if (numBucketsForward > 1) {
         VLOG("Skipping forward %lld buckets", (long long)numBucketsForward);
     }
     VLOG("metric %lld: new bucket start time: %lld", (long long)mMetricId,
          (long long)mCurrentBucketStartTimeNs);
 }

 void ValueMetricProducer::flushCurrentBucketLocked(const uint64_t& eventTimeNs) {
     VLOG("finalizing bucket for %ld, dumping %d slices", (long)mCurrentBucketStartTimeNs,
          (int)mCurrentSlicedBucket.size());
     uint64_t fullBucketEndTimeNs = getCurrentBucketEndTimeNs();

     ValueBucket info;
     info.mBucketStartNs = mCurrentBucketStartTimeNs;
     if (eventTimeNs < fullBucketEndTimeNs) {
         info.mBucketEndNs = eventTimeNs;
     } else {
         info.mBucketEndNs = fullBucketEndTimeNs;
     }
     info.mBucketNum = mCurrentBucketNum;

     int tainted = 0;
     for (const auto& slice : mCurrentSlicedBucket) {
         tainted += slice.second.tainted;
         info.mValue = slice.second.sum;
         // it will auto create new vector of ValuebucketInfo if the key is not found.
         auto& bucketList = mPastBuckets[slice.first];
         bucketList.push_back(info);
     }
     VLOG("%d tainted pairs in the bucket", tainted);

     if (eventTimeNs > fullBucketEndTimeNs) {  // If full bucket, send to anomaly tracker.
         // Accumulate partial buckets with current value and then send to anomaly tracker.
         if (mCurrentFullBucket.size() > 0) {
             for (const auto& slice : mCurrentSlicedBucket) {
                 mCurrentFullBucket[slice.first] += slice.second.sum;
             }
             for (const auto& slice : mCurrentFullBucket) {
                 for (auto& tracker : mAnomalyTrackers) {
                     if (tracker != nullptr) {
                         tracker->addPastBucket(slice.first, slice.second, mCurrentBucketNum);
                     }
                 }
             }
             mCurrentFullBucket.clear();
         } else {
             // Skip aggregating the partial buckets since there's no previous partial bucket.
             for (const auto& slice : mCurrentSlicedBucket) {
                 for (auto& tracker : mAnomalyTrackers) {
                     if (tracker != nullptr) {
                         tracker->addPastBucket(slice.first, slice.second.sum, mCurrentBucketNum);
                     }
                 }
             }
         }
     } else {
         // Accumulate partial bucket.
         for (const auto& slice : mCurrentSlicedBucket) {
             mCurrentFullBucket[slice.first] += slice.second.sum;
         }
     }

     // Reset counters
     mCurrentSlicedBucket.clear();
 }

 size_t ValueMetricProducer::byteSizeLocked() const {
     size_t totalSize = 0;
     for (const auto& pair : mPastBuckets) {
         totalSize += pair.second.size() * kBucketSize;
     }
     return totalSize;
 }

 }  // namespace statsd
 }  // namespace os
 }  // namespace android
	/*
	* 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 "dimension.h"
	#include "ValueMetricProducer.h"
	#include "guardrail/StatsdStats.h"
	#include "stats_log_util.h"

	#include <cutils/log.h>
	#include <limits.h>
	#include <stdlib.h>

	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::list;
	using std::make_pair;
	using std::make_shared;
	using std::map;
	using std::shared_ptr;
	using std::unique_ptr;
	using std::unordered_map;

	namespace android {
	namespace os {
	namespace statsd {

	// for StatsLogReport
	const int FIELD_ID_ID = 1;
	const int FIELD_ID_VALUE_METRICS = 7;
	// for ValueMetricDataWrapper
	const int FIELD_ID_DATA = 1;
	// for ValueMetricData
	const int FIELD_ID_DIMENSION_IN_WHAT = 1;
	const int FIELD_ID_DIMENSION_IN_CONDITION = 2;
	const int FIELD_ID_BUCKET_INFO = 3;
	// for ValueBucketInfo
	const int FIELD_ID_START_BUCKET_NANOS = 1;
	const int FIELD_ID_END_BUCKET_NANOS = 2;
	const int FIELD_ID_VALUE = 3;

	// ValueMetric has a minimum bucket size of 10min so that we don't pull too frequently
	ValueMetricProducer::ValueMetricProducer(const ConfigKey& key, const ValueMetric& metric,
	const int conditionIndex,
	const sp<ConditionWizard>& wizard, const int pullTagId,
	const uint64_t startTimeNs,
	shared_ptr<StatsPullerManager> statsPullerManager)
	: MetricProducer(metric.id(), key, startTimeNs, conditionIndex, wizard),
	mValueField(metric.value_field()),
	mStatsPullerManager(statsPullerManager),
	mPullTagId(pullTagId) {
	// TODO: valuemetric for pushed events may need unlimited bucket length
	int64_t bucketSizeMills = 0;
	if (metric.has_bucket()) {
	bucketSizeMills = TimeUnitToBucketSizeInMillis(metric.bucket());
	} else {
	bucketSizeMills = TimeUnitToBucketSizeInMillis(ONE_HOUR);
	}

	mBucketSizeNs = bucketSizeMills * 1000000;
	mDimensionsInWhat = metric.dimensions_in_what();
	mDimensionsInCondition = metric.dimensions_in_condition();

	if (metric.links().size() > 0) {
	mConditionLinks.insert(mConditionLinks.begin(), metric.links().begin(),
	metric.links().end());
	}
	mConditionSliced = (metric.links().size() > 0)\|\|
	(mDimensionsInCondition.has_field() && mDimensionsInCondition.child_size() > 0);

	if (!metric.has_condition() && mPullTagId != -1) {
	VLOG("Setting up periodic pulling for %d", mPullTagId);
	mStatsPullerManager->RegisterReceiver(mPullTagId, this, bucketSizeMills);
	}
	VLOG("value metric %lld created. bucket size %lld start_time: %lld",
	(long long)metric.id(), (long long)mBucketSizeNs, (long long)mStartTimeNs);
	}

	// for testing
	ValueMetricProducer::ValueMetricProducer(const ConfigKey& key, const ValueMetric& metric,
	const int conditionIndex,
	const sp<ConditionWizard>& wizard, const int pullTagId,
	const uint64_t startTimeNs)
	: ValueMetricProducer(key, metric, conditionIndex, wizard, pullTagId, startTimeNs,
	make_shared<StatsPullerManager>()) {
	}

	ValueMetricProducer::~ValueMetricProducer() {
	VLOG("~ValueMetricProducer() called");
	if (mPullTagId != -1) {
	mStatsPullerManager->UnRegisterReceiver(mPullTagId, this);
	}
	}

	void ValueMetricProducer::onSlicedConditionMayChangeLocked(const uint64_t eventTime) {
	VLOG("Metric %lld onSlicedConditionMayChange", (long long)mMetricId);
	}

	void ValueMetricProducer::onDumpReportLocked(const uint64_t dumpTimeNs, StatsLogReport* report) {
	flushIfNeededLocked(dumpTimeNs);
	report->set_metric_id(mMetricId);
	auto value_metrics = report->mutable_value_metrics();
	for (const auto& pair : mPastBuckets) {
	ValueMetricData* metricData = value_metrics->add_data();
	*metricData->mutable_dimensions_in_what() =
	pair.first.getDimensionKeyInWhat().getDimensionsValue();
	*metricData->mutable_dimensions_in_condition() =
	pair.first.getDimensionKeyInCondition().getDimensionsValue();
	for (const auto& bucket : pair.second) {
	ValueBucketInfo* bucketInfo = metricData->add_bucket_info();
	bucketInfo->set_start_bucket_nanos(bucket.mBucketStartNs);
	bucketInfo->set_end_bucket_nanos(bucket.mBucketEndNs);
	bucketInfo->set_value(bucket.mValue);
	}
	}
	}

	void ValueMetricProducer::onDumpReportLocked(const uint64_t dumpTimeNs,
	ProtoOutputStream* protoOutput) {
	VLOG("metric %lld dump report now...", (long long)mMetricId);
	flushIfNeededLocked(dumpTimeNs);
	if (mPastBuckets.empty()) {
	return;
	}
	protoOutput->write(FIELD_TYPE_INT64 \| FIELD_ID_ID, (long long)mMetricId);
	long long protoToken = protoOutput->start(FIELD_TYPE_MESSAGE \| FIELD_ID_VALUE_METRICS);

	for (const auto& pair : mPastBuckets) {
	const MetricDimensionKey& dimensionKey = pair.first;
	VLOG(" dimension key %s", dimensionKey.c_str());
	long long wrapperToken =
	protoOutput->start(FIELD_TYPE_MESSAGE \| FIELD_COUNT_REPEATED \| FIELD_ID_DATA);

	// First fill dimension.
	long long dimensionToken = protoOutput->start(
	FIELD_TYPE_MESSAGE \| FIELD_ID_DIMENSION_IN_WHAT);
	writeDimensionsValueProtoToStream(
	dimensionKey.getDimensionKeyInWhat().getDimensionsValue(), protoOutput);
	protoOutput->end(dimensionToken);
	if (dimensionKey.hasDimensionKeyInCondition()) {
	long long dimensionInConditionToken = protoOutput->start(
	FIELD_TYPE_MESSAGE \| FIELD_ID_DIMENSION_IN_CONDITION);
	writeDimensionsValueProtoToStream(
	dimensionKey.getDimensionKeyInCondition().getDimensionsValue(), protoOutput);
	protoOutput->end(dimensionInConditionToken);
	}

	// Then fill bucket_info (ValueBucketInfo).
	for (const auto& bucket : pair.second) {
	long long bucketInfoToken = protoOutput->start(
	FIELD_TYPE_MESSAGE \| FIELD_COUNT_REPEATED \| FIELD_ID_BUCKET_INFO);
	protoOutput->write(FIELD_TYPE_INT64 \| FIELD_ID_START_BUCKET_NANOS,
	(long long)bucket.mBucketStartNs);
	protoOutput->write(FIELD_TYPE_INT64 \| FIELD_ID_END_BUCKET_NANOS,
	(long long)bucket.mBucketEndNs);
	protoOutput->write(FIELD_TYPE_INT64 \| FIELD_ID_VALUE, (long long)bucket.mValue);
	protoOutput->end(bucketInfoToken);
	VLOG("\t bucket [%lld - %lld] count: %lld", (long long)bucket.mBucketStartNs,
	(long long)bucket.mBucketEndNs, (long long)bucket.mValue);
	}
	protoOutput->end(wrapperToken);
	}
	protoOutput->end(protoToken);

	VLOG("metric %lld dump report now...", (long long)mMetricId);
	mPastBuckets.clear();
	// TODO: Clear mDimensionKeyMap once the report is dumped.
	}

	void ValueMetricProducer::onConditionChangedLocked(const bool condition, const uint64_t eventTime) {
	mCondition = condition;

	if (eventTime < mCurrentBucketStartTimeNs) {
	VLOG("Skip event due to late arrival: %lld vs %lld", (long long)eventTime,
	(long long)mCurrentBucketStartTimeNs);
	return;
	}

	flushIfNeededLocked(eventTime);

	if (mPullTagId != -1) {
	if (mCondition == true) {
	mStatsPullerManager->RegisterReceiver(mPullTagId, this, mBucketSizeNs / 1000 / 1000);
	} else if (mCondition == false) {
	mStatsPullerManager->UnRegisterReceiver(mPullTagId, this);
	}

	vector<shared_ptr<LogEvent>> allData;
	if (mStatsPullerManager->Pull(mPullTagId, &allData)) {
	if (allData.size() == 0) {
	return;
	}
	for (const auto& data : allData) {
	onMatchedLogEventLocked(0, *data);
	}
	}
	return;
	}
	}

	void ValueMetricProducer::onDataPulled(const std::vector<std::shared_ptr<LogEvent>>& allData) {
	std::lock_guard<std::mutex> lock(mMutex);

	if (mCondition == true \|\| mConditionTrackerIndex < 0) {
	if (allData.size() == 0) {
	return;
	}
	// For scheduled pulled data, the effective event time is snap to the nearest
	// bucket boundary to make bucket finalize.
	uint64_t realEventTime = allData.at(0)->GetTimestampNs();
	uint64_t eventTime = mStartTimeNs +
	((realEventTime - mStartTimeNs)/mBucketSizeNs) * mBucketSizeNs;

	mCondition = false;
	for (const auto& data : allData) {
	data->setTimestampNs(eventTime-1);
	onMatchedLogEventLocked(0, *data);
	}

	mCondition = true;
	for (const auto& data : allData) {
	data->setTimestampNs(eventTime);
	onMatchedLogEventLocked(0, *data);
	}
	}
	}

	bool ValueMetricProducer::hitGuardRailLocked(const MetricDimensionKey& newKey) {
	// ===========GuardRail==============
	// 1. Report the tuple count if the tuple count > soft limit
	if (mCurrentSlicedBucket.find(newKey) != mCurrentSlicedBucket.end()) {
	return false;
	}
	if (mCurrentSlicedBucket.size() > StatsdStats::kDimensionKeySizeSoftLimit - 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 > StatsdStats::kDimensionKeySizeHardLimit) {
	ALOGE("ValueMetric %lld dropping data for dimension key %s",
	(long long)mMetricId, newKey.c_str());
	return true;
	}
	}

	return false;
	}

	void ValueMetricProducer::onMatchedLogEventInternalLocked(
	const size_t matcherIndex, const MetricDimensionKey& eventKey,
	const ConditionKey& conditionKey, bool condition,
	const LogEvent& event) {
	uint64_t eventTimeNs = event.GetTimestampNs();
	if (eventTimeNs < mCurrentBucketStartTimeNs) {
	VLOG("Skip event due to late arrival: %lld vs %lld", (long long)eventTimeNs,
	(long long)mCurrentBucketStartTimeNs);
	return;
	}

	flushIfNeededLocked(eventTimeNs);

	if (hitGuardRailLocked(eventKey)) {
	return;
	}
	Interval& interval = mCurrentSlicedBucket[eventKey];

	std::shared_ptr<FieldValueMap> valueFieldMap = getValueFields(event);
	if (valueFieldMap->empty() \|\| valueFieldMap->size() > 1) {
	return;
	}
	const long value = getLongFromDimenValue(valueFieldMap->begin()->second);

	if (mPullTagId != -1) { // for pulled events
	if (mCondition == true) {
	interval.start = value;
	interval.startUpdated = true;
	} else {
	// Generally we expect value to be monotonically increasing.
	// If not, there was a reset event. We take the absolute value as
	// diff in this case.
	if (interval.startUpdated) {
	if (value > interval.start) {
	interval.sum += (value - interval.start);
	} else {
	interval.sum += value;
	}
	interval.startUpdated = false;
	} else {
	VLOG("No start for matching end %ld", value);
	interval.tainted += 1;
	}
	}
	} else { // for pushed events
	interval.sum += value;
	}

	long wholeBucketVal = interval.sum;
	auto prev = mCurrentFullBucket.find(eventKey);
	if (prev != mCurrentFullBucket.end()) {
	wholeBucketVal += prev->second;
	}
	for (auto& tracker : mAnomalyTrackers) {
	tracker->detectAndDeclareAnomaly(eventTimeNs, mCurrentBucketNum, eventKey, wholeBucketVal);
	}
	}

	std::shared_ptr<FieldValueMap> ValueMetricProducer::getValueFields(const LogEvent& event) {
	std::shared_ptr<FieldValueMap> valueFields =
	std::make_shared<FieldValueMap>(event.getFieldValueMap());
	filterFields(mValueField, valueFields.get());
	return valueFields;
	}

	void ValueMetricProducer::flushIfNeededLocked(const uint64_t& eventTimeNs) {
	uint64_t currentBucketEndTimeNs = getCurrentBucketEndTimeNs();

	if (currentBucketEndTimeNs > eventTimeNs) {
	VLOG("eventTime is %lld, less than next bucket start time %lld", (long long)eventTimeNs,
	(long long)(currentBucketEndTimeNs));
	return;
	}

	flushCurrentBucketLocked(eventTimeNs);

	int64_t numBucketsForward = 1 + (eventTimeNs - currentBucketEndTimeNs) / mBucketSizeNs;
	mCurrentBucketStartTimeNs = currentBucketEndTimeNs + (numBucketsForward - 1) * mBucketSizeNs;
	mCurrentBucketNum += numBucketsForward;

	if (numBucketsForward > 1) {
	VLOG("Skipping forward %lld buckets", (long long)numBucketsForward);
	}
	VLOG("metric %lld: new bucket start time: %lld", (long long)mMetricId,
	(long long)mCurrentBucketStartTimeNs);
	}

	void ValueMetricProducer::flushCurrentBucketLocked(const uint64_t& eventTimeNs) {
	VLOG("finalizing bucket for %ld, dumping %d slices", (long)mCurrentBucketStartTimeNs,
	(int)mCurrentSlicedBucket.size());
	uint64_t fullBucketEndTimeNs = getCurrentBucketEndTimeNs();

	ValueBucket info;
	info.mBucketStartNs = mCurrentBucketStartTimeNs;
	if (eventTimeNs < fullBucketEndTimeNs) {
	info.mBucketEndNs = eventTimeNs;
	} else {
	info.mBucketEndNs = fullBucketEndTimeNs;
	}
	info.mBucketNum = mCurrentBucketNum;

	int tainted = 0;
	for (const auto& slice : mCurrentSlicedBucket) {
	tainted += slice.second.tainted;
	info.mValue = slice.second.sum;
	// it will auto create new vector of ValuebucketInfo if the key is not found.
	auto& bucketList = mPastBuckets[slice.first];
	bucketList.push_back(info);
	}
	VLOG("%d tainted pairs in the bucket", tainted);

	if (eventTimeNs > fullBucketEndTimeNs) { // If full bucket, send to anomaly tracker.
	// Accumulate partial buckets with current value and then send to anomaly tracker.
	if (mCurrentFullBucket.size() > 0) {
	for (const auto& slice : mCurrentSlicedBucket) {
	mCurrentFullBucket[slice.first] += slice.second.sum;
	}
	for (const auto& slice : mCurrentFullBucket) {
	for (auto& tracker : mAnomalyTrackers) {
	if (tracker != nullptr) {
	tracker->addPastBucket(slice.first, slice.second, mCurrentBucketNum);
	}
	}
	}
	mCurrentFullBucket.clear();
	} else {
	// Skip aggregating the partial buckets since there's no previous partial bucket.
	for (const auto& slice : mCurrentSlicedBucket) {
	for (auto& tracker : mAnomalyTrackers) {
	if (tracker != nullptr) {
	tracker->addPastBucket(slice.first, slice.second.sum, mCurrentBucketNum);
	}
	}
	}
	}
	} else {
	// Accumulate partial bucket.
	for (const auto& slice : mCurrentSlicedBucket) {
	mCurrentFullBucket[slice.first] += slice.second.sum;
	}
	}

	// Reset counters
	mCurrentSlicedBucket.clear();
	}

	size_t ValueMetricProducer::byteSizeLocked() const {
	size_t totalSize = 0;
	for (const auto& pair : mPastBuckets) {
	totalSize += pair.second.size() * kBucketSize;
	}
	return totalSize;
	}

	} // namespace statsd
	} // namespace os
	} // namespace android