1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
|
/*
* 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 "CountMetricProducer.h"
#include "guardrail/StatsdStats.h"
#include "stats_util.h"
#include "stats_log_util.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::map;
using std::string;
using std::unordered_map;
using std::vector;
namespace android {
namespace os {
namespace statsd {
// for StatsLogReport
const int FIELD_ID_ID = 1;
const int FIELD_ID_COUNT_METRICS = 5;
// for CountMetricDataWrapper
const int FIELD_ID_DATA = 1;
// for CountMetricData
const int FIELD_ID_DIMENSION_IN_WHAT = 1;
const int FIELD_ID_DIMENSION_IN_CONDITION = 2;
const int FIELD_ID_BUCKET_INFO = 3;
// for CountBucketInfo
const int FIELD_ID_START_BUCKET_NANOS = 1;
const int FIELD_ID_END_BUCKET_NANOS = 2;
const int FIELD_ID_COUNT = 3;
CountMetricProducer::CountMetricProducer(const ConfigKey& key, const CountMetric& metric,
const int conditionIndex,
const sp<ConditionWizard>& wizard,
const uint64_t startTimeNs)
: MetricProducer(metric.id(), key, startTimeNs, conditionIndex, wizard) {
// TODO: evaluate initial conditions. and set mConditionMet.
if (metric.has_bucket()) {
mBucketSizeNs = TimeUnitToBucketSizeInMillis(metric.bucket()) * 1000000;
} else {
mBucketSizeNs = LLONG_MAX;
}
if (metric.has_dimensions_in_what()) {
translateFieldMatcher(metric.dimensions_in_what(), &mDimensionsInWhat);
}
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 = true;
}
mConditionSliced = (metric.links().size() > 0) || (mDimensionsInCondition.size() > 0);
VLOG("metric %lld created. bucket size %lld start_time: %lld", (long long)metric.id(),
(long long)mBucketSizeNs, (long long)mStartTimeNs);
}
CountMetricProducer::~CountMetricProducer() {
VLOG("~CountMetricProducer() called");
}
void CountMetricProducer::onSlicedConditionMayChangeLocked(const uint64_t eventTime) {
VLOG("Metric %lld onSlicedConditionMayChange", (long long)mMetricId);
}
void CountMetricProducer::onDumpReportLocked(const uint64_t dumpTimeNs,
ProtoOutputStream* protoOutput) {
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_COUNT_METRICS);
for (const auto& counter : mPastBuckets) {
const MetricDimensionKey& dimensionKey = counter.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 dimensionInWhatToken = protoOutput->start(
FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_WHAT);
writeDimensionToProto(dimensionKey.getDimensionKeyInWhat(), protoOutput);
protoOutput->end(dimensionInWhatToken);
if (dimensionKey.hasDimensionKeyInCondition()) {
long long dimensionInConditionToken = protoOutput->start(
FIELD_TYPE_MESSAGE | FIELD_ID_DIMENSION_IN_CONDITION);
writeDimensionToProto(dimensionKey.getDimensionKeyInCondition(), protoOutput);
protoOutput->end(dimensionInConditionToken);
}
// Then fill bucket_info (CountBucketInfo).
for (const auto& bucket : counter.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_COUNT, (long long)bucket.mCount);
protoOutput->end(bucketInfoToken);
VLOG("\t bucket [%lld - %lld] count: %lld", (long long)bucket.mBucketStartNs,
(long long)bucket.mBucketEndNs, (long long)bucket.mCount);
}
protoOutput->end(wrapperToken);
}
protoOutput->end(protoToken);
mPastBuckets.clear();
// TODO: Clear mDimensionKeyMap once the report is dumped.
}
void CountMetricProducer::onConditionChangedLocked(const bool conditionMet,
const uint64_t eventTime) {
VLOG("Metric %lld onConditionChanged", (long long)mMetricId);
mCondition = conditionMet;
}
bool CountMetricProducer::hitGuardRailLocked(const MetricDimensionKey& newKey) {
if (mCurrentSlicedCounter->find(newKey) != mCurrentSlicedCounter->end()) {
return false;
}
// ===========GuardRail==============
// 1. Report the tuple count if the tuple count > soft limit
if (mCurrentSlicedCounter->size() > StatsdStats::kDimensionKeySizeSoftLimit - 1) {
size_t newTupleCount = mCurrentSlicedCounter->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("CountMetric %lld dropping data for dimension key %s",
(long long)mMetricId, newKey.c_str());
return true;
}
}
return false;
}
void CountMetricProducer::onMatchedLogEventInternalLocked(
const size_t matcherIndex, const MetricDimensionKey& eventKey,
const ConditionKey& conditionKey, bool condition,
const LogEvent& event) {
uint64_t eventTimeNs = event.GetTimestampNs();
flushIfNeededLocked(eventTimeNs);
if (condition == false) {
return;
}
auto it = mCurrentSlicedCounter->find(eventKey);
if (it == mCurrentSlicedCounter->end()) {
// ===========GuardRail==============
if (hitGuardRailLocked(eventKey)) {
return;
}
// create a counter for the new key
(*mCurrentSlicedCounter)[eventKey] = 1;
} else {
// increment the existing value
auto& count = it->second;
count++;
}
for (auto& tracker : mAnomalyTrackers) {
int64_t countWholeBucket = mCurrentSlicedCounter->find(eventKey)->second;
auto prev = mCurrentFullCounters->find(eventKey);
if (prev != mCurrentFullCounters->end()) {
countWholeBucket += prev->second;
}
tracker->detectAndDeclareAnomaly(eventTimeNs, mCurrentBucketNum, eventKey,
countWholeBucket);
}
VLOG("metric %lld %s->%lld", (long long)mMetricId, eventKey.c_str(),
(long long)(*mCurrentSlicedCounter)[eventKey]);
}
// 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.
void CountMetricProducer::flushIfNeededLocked(const uint64_t& eventTimeNs) {
uint64_t currentBucketEndTimeNs = getCurrentBucketEndTimeNs();
if (eventTimeNs < currentBucketEndTimeNs) {
return;
}
flushCurrentBucketLocked(eventTimeNs);
// Setup the bucket start time and number.
uint64_t numBucketsForward = 1 + (eventTimeNs - currentBucketEndTimeNs) / mBucketSizeNs;
mCurrentBucketStartTimeNs = currentBucketEndTimeNs + (numBucketsForward - 1) * mBucketSizeNs;
mCurrentBucketNum += numBucketsForward;
VLOG("metric %lld: new bucket start time: %lld", (long long)mMetricId,
(long long)mCurrentBucketStartTimeNs);
}
void CountMetricProducer::flushCurrentBucketLocked(const uint64_t& eventTimeNs) {
uint64_t fullBucketEndTimeNs = getCurrentBucketEndTimeNs();
CountBucket info;
info.mBucketStartNs = mCurrentBucketStartTimeNs;
if (eventTimeNs < fullBucketEndTimeNs) {
info.mBucketEndNs = eventTimeNs;
} else {
info.mBucketEndNs = fullBucketEndTimeNs;
}
info.mBucketNum = mCurrentBucketNum;
for (const auto& counter : *mCurrentSlicedCounter) {
info.mCount = counter.second;
auto& bucketList = mPastBuckets[counter.first];
bucketList.push_back(info);
VLOG("metric %lld, dump key value: %s -> %lld", (long long)mMetricId, counter.first.c_str(),
(long long)counter.second);
}
// If we have finished a full bucket, then send this to anomaly tracker.
if (eventTimeNs > fullBucketEndTimeNs) {
// Accumulate partial buckets with current value and then send to anomaly tracker.
if (mCurrentFullCounters->size() > 0) {
for (const auto& keyValuePair : *mCurrentSlicedCounter) {
(*mCurrentFullCounters)[keyValuePair.first] += keyValuePair.second;
}
for (auto& tracker : mAnomalyTrackers) {
tracker->addPastBucket(mCurrentFullCounters, mCurrentBucketNum);
}
mCurrentFullCounters = std::make_shared<DimToValMap>();
} else {
// Skip aggregating the partial buckets since there's no previous partial bucket.
for (auto& tracker : mAnomalyTrackers) {
tracker->addPastBucket(mCurrentSlicedCounter, mCurrentBucketNum);
}
}
} else {
// Accumulate partial bucket.
for (const auto& keyValuePair : *mCurrentSlicedCounter) {
(*mCurrentFullCounters)[keyValuePair.first] += keyValuePair.second;
}
}
// Only resets the counters, but doesn't setup the times nor numbers.
// (Do not clear since the old one is still referenced in mAnomalyTrackers).
mCurrentSlicedCounter = std::make_shared<DimToValMap>();
}
// Rough estimate of CountMetricProducer buffer stored. This number will be
// greater than actual data size as it contains each dimension of
// CountMetricData is duplicated.
size_t CountMetricProducer::byteSizeLocked() const {
size_t totalSize = 0;
for (const auto& pair : mPastBuckets) {
totalSize += pair.second.size() * kBucketSize;
}
return totalSize;
}
} // namespace statsd
} // namespace os
} // namespace android
|