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foundationdb/fdbserver/StorageMetrics.actor.h

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/*
* StorageMetrics.actor.h
*
* This source file is part of the FoundationDB open source project
*
* Copyright 2013-2018 Apple Inc. and the FoundationDB project authors
*
* 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.
*/
// Included via StorageMetrics.h
#include "fdbclient/FDBTypes.h"
#include "fdbrpc/simulator.h"
#include "flow/UnitTest.h"
#include "fdbclient/StorageServerInterface.h"
#include "fdbclient/KeyRangeMap.h"
#include "fdbserver/Knobs.h"
#include "flow/actorcompiler.h" // This must be the last #include.
const StringRef STORAGESERVER_HISTOGRAM_GROUP = LiteralStringRef("StorageServer");
const StringRef FETCH_KEYS_LATENCY_HISTOGRAM = LiteralStringRef("FetchKeysLatency");
const StringRef FETCH_KEYS_BYTES_HISTOGRAM = LiteralStringRef("FetchKeysSize");
const StringRef FETCH_KEYS_BYTES_PER_SECOND_HISTOGRAM = LiteralStringRef("FetchKeysBandwidth");
const StringRef TLOG_CURSOR_READS_LATENCY_HISTOGRAM = LiteralStringRef("TLogCursorReadsLatency");
const StringRef SS_VERSION_LOCK_LATENCY_HISTOGRAM = LiteralStringRef("SSVersionLockLatency");
const StringRef EAGER_READS_LATENCY_HISTOGRAM = LiteralStringRef("EagerReadsLatency");
const StringRef FETCH_KEYS_PTREE_UPDATES_LATENCY_HISTOGRAM = LiteralStringRef("FetchKeysPTreeUpdatesLatency");
const StringRef TLOG_MSGS_PTREE_UPDATES_LATENCY_HISTOGRAM = LiteralStringRef("TLogMsgsPTreeUpdatesLatency");
const StringRef STORAGE_UPDATES_DURABLE_LATENCY_HISTOGRAM = LiteralStringRef("StorageUpdatesDurableLatency");
const StringRef STORAGE_COMMIT_LATENCY_HISTOGRAM = LiteralStringRef("StorageCommitLatency");
const StringRef SS_DURABLE_VERSION_UPDATE_LATENCY_HISTOGRAM = LiteralStringRef("SSDurableVersionUpdateLatency");
struct StorageMetricSample {
IndexedSet<Key, int64_t> sample;
int64_t metricUnitsPerSample;
StorageMetricSample(int64_t metricUnitsPerSample) : metricUnitsPerSample(metricUnitsPerSample) {}
int64_t getEstimate(KeyRangeRef keys) const { return sample.sumRange(keys.begin, keys.end); }
KeyRef splitEstimate(KeyRangeRef range, int64_t offset, bool front = true) const {
auto fwd_split = sample.index(front ? sample.sumTo(sample.lower_bound(range.begin)) + offset
: sample.sumTo(sample.lower_bound(range.end)) - offset);
if (fwd_split == sample.end() || *fwd_split >= range.end)
return range.end;
if (!front && *fwd_split <= range.begin)
return range.begin;
auto bck_split = fwd_split;
// Butterfly search - start at midpoint then go in both directions.
while ((fwd_split != sample.end() && *fwd_split < range.end) ||
(bck_split != sample.begin() && *bck_split > range.begin)) {
if (bck_split != sample.begin() && *bck_split > range.begin) {
auto it = bck_split;
bck_split.decrementNonEnd();
KeyRef split = keyBetween(KeyRangeRef(
bck_split != sample.begin() ? std::max<KeyRef>(*bck_split, range.begin) : range.begin, *it));
if (!front || (getEstimate(KeyRangeRef(range.begin, split)) > 0 &&
split.size() <= CLIENT_KNOBS->SPLIT_KEY_SIZE_LIMIT))
return split;
}
if (fwd_split != sample.end() && *fwd_split < range.end) {
auto it = fwd_split;
++it;
KeyRef split = keyBetween(
KeyRangeRef(*fwd_split, it != sample.end() ? std::min<KeyRef>(*it, range.end) : range.end));
if (front || (getEstimate(KeyRangeRef(split, range.end)) > 0 &&
split.size() <= CLIENT_KNOBS->SPLIT_KEY_SIZE_LIMIT))
return split;
fwd_split = it;
}
}
// If we didn't return above, we didn't find anything.
TraceEvent(SevWarn, "CannotSplitLastSampleKey").detail("Range", range).detail("Offset", offset);
return front ? range.end : range.begin;
}
};
TEST_CASE("/fdbserver/StorageMetricSample/simple") {
StorageMetricSample s(1000);
s.sample.insert(LiteralStringRef("Apple"), 1000);
s.sample.insert(LiteralStringRef("Banana"), 2000);
s.sample.insert(LiteralStringRef("Cat"), 1000);
s.sample.insert(LiteralStringRef("Cathode"), 1000);
s.sample.insert(LiteralStringRef("Dog"), 1000);
ASSERT(s.getEstimate(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("D"))) == 5000);
ASSERT(s.getEstimate(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("E"))) == 6000);
ASSERT(s.getEstimate(KeyRangeRef(LiteralStringRef("B"), LiteralStringRef("C"))) == 2000);
// ASSERT(s.splitEstimate(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("D")), 3500) ==
// LiteralStringRef("Cat"));
return Void();
}
struct TransientStorageMetricSample : StorageMetricSample {
Deque<std::pair<double, std::pair<Key, int64_t>>> queue;
TransientStorageMetricSample(int64_t metricUnitsPerSample) : StorageMetricSample(metricUnitsPerSample) {}
// Returns the sampled metric value (possibly 0, possibly increased by the sampling factor)
int64_t addAndExpire(KeyRef key, int64_t metric, double expiration) {
int64_t x = add(key, metric);
if (x)
queue.emplace_back(expiration, std::make_pair(*sample.find(key), -x));
return x;
}
// FIXME: both versions of erase are broken, because they do not remove items in the queue with will subtract a
// metric from the value sometime in the future
int64_t erase(KeyRef key) {
auto it = sample.find(key);
if (it == sample.end())
return 0;
int64_t x = sample.getMetric(it);
sample.erase(it);
return x;
}
void erase(KeyRangeRef keys) { sample.erase(keys.begin, keys.end); }
void poll(KeyRangeMap<vector<PromiseStream<StorageMetrics>>>& waitMap, StorageMetrics m) {
double now = ::now();
while (queue.size() && queue.front().first <= now) {
KeyRef key = queue.front().second.first;
int64_t delta = queue.front().second.second;
ASSERT(delta != 0);
if (sample.addMetric(key, delta) == 0)
sample.erase(key);
StorageMetrics deltaM = m * delta;
auto v = waitMap[key];
for (int i = 0; i < v.size(); i++) {
TEST(true); // TransientStorageMetricSample poll update
v[i].send(deltaM);
}
queue.pop_front();
}
}
void poll() {
double now = ::now();
while (queue.size() && queue.front().first <= now) {
KeyRef key = queue.front().second.first;
int64_t delta = queue.front().second.second;
ASSERT(delta != 0);
if (sample.addMetric(key, delta) == 0)
sample.erase(key);
queue.pop_front();
}
}
private:
bool roll(KeyRef key, int64_t metric) const {
return deterministicRandom()->random01() <
(double)metric / metricUnitsPerSample; //< SOMEDAY: Better randomInt64?
}
int64_t add(KeyRef key, int64_t metric) {
if (!metric)
return 0;
int64_t mag = metric < 0 ? -metric : metric;
if (mag < metricUnitsPerSample) {
if (!roll(key, mag))
return 0;
metric = metric < 0 ? -metricUnitsPerSample : metricUnitsPerSample;
}
if (sample.addMetric(key, metric) == 0)
sample.erase(key);
return metric;
}
};
struct StorageServerMetrics {
KeyRangeMap<vector<PromiseStream<StorageMetrics>>> waitMetricsMap;
StorageMetricSample byteSample;
TransientStorageMetricSample iopsSample,
bandwidthSample; // FIXME: iops and bandwidth calculations are not effectively tested, since they aren't
// currently used by data distribution
TransientStorageMetricSample bytesReadSample;
StorageServerMetrics()
: byteSample(0), iopsSample(SERVER_KNOBS->IOPS_UNITS_PER_SAMPLE),
bandwidthSample(SERVER_KNOBS->BANDWIDTH_UNITS_PER_SAMPLE),
bytesReadSample(SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE) {}
// Get the current estimated metrics for the given keys
StorageMetrics getMetrics(KeyRangeRef const& keys) const {
StorageMetrics result;
result.bytes = byteSample.getEstimate(keys);
result.bytesPerKSecond =
bandwidthSample.getEstimate(keys) * SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
result.iosPerKSecond =
iopsSample.getEstimate(keys) * SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
result.bytesReadPerKSecond =
bytesReadSample.getEstimate(keys) * SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
return result;
}
// Called when metrics should change (IO for a given key)
// Notifies waiting WaitMetricsRequests through waitMetricsMap, and updates metricsAverageQueue and metricsSampleMap
void notify(KeyRef key, StorageMetrics& metrics) {
ASSERT(metrics.bytes == 0); // ShardNotifyMetrics
if (g_network->isSimulated()) {
TEST(metrics.bytesPerKSecond != 0); // ShardNotifyMetrics bytes
TEST(metrics.iosPerKSecond != 0); // ShardNotifyMetrics ios
TEST(metrics.bytesReadPerKSecond != 0); // ShardNotifyMetrics bytesRead
}
double expire = now() + SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL;
StorageMetrics notifyMetrics;
if (metrics.bytesPerKSecond)
notifyMetrics.bytesPerKSecond = bandwidthSample.addAndExpire(key, metrics.bytesPerKSecond, expire) *
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
if (metrics.iosPerKSecond)
notifyMetrics.iosPerKSecond = iopsSample.addAndExpire(key, metrics.iosPerKSecond, expire) *
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
if (metrics.bytesReadPerKSecond)
notifyMetrics.bytesReadPerKSecond = bytesReadSample.addAndExpire(key, metrics.bytesReadPerKSecond, expire) *
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
if (!notifyMetrics.allZero()) {
auto& v = waitMetricsMap[key];
for (int i = 0; i < v.size(); i++) {
if (g_network->isSimulated()) {
TEST(true); // shard notify metrics
}
// ShardNotifyMetrics
v[i].send(notifyMetrics);
}
}
}
// Due to the fact that read sampling will be called on all reads, use this specialized function to avoid overhead
// around branch misses and unnecessary stack allocation which eventually addes up under heavy load.
void notifyBytesReadPerKSecond(KeyRef key, int64_t in) {
double expire = now() + SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL;
int64_t bytesReadPerKSecond =
bytesReadSample.addAndExpire(key, in, expire) * SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
if (bytesReadPerKSecond > 0) {
StorageMetrics notifyMetrics;
notifyMetrics.bytesReadPerKSecond = bytesReadPerKSecond;
auto& v = waitMetricsMap[key];
for (int i = 0; i < v.size(); i++) {
TEST(true); // ShardNotifyMetrics
v[i].send(notifyMetrics);
}
}
}
// Called by StorageServerDisk when the size of a key in byteSample changes, to notify WaitMetricsRequest
// Should not be called for keys past allKeys.end
void notifyBytes(RangeMap<Key, std::vector<PromiseStream<StorageMetrics>>, KeyRangeRef>::iterator shard,
int64_t bytes) {
ASSERT(shard.end() <= allKeys.end);
StorageMetrics notifyMetrics;
notifyMetrics.bytes = bytes;
for (int i = 0; i < shard.value().size(); i++) {
TEST(true); // notifyBytes
shard.value()[i].send(notifyMetrics);
}
}
// Called by StorageServerDisk when the size of a key in byteSample changes, to notify WaitMetricsRequest
void notifyBytes(KeyRef key, int64_t bytes) {
if (key >= allKeys.end) // Do not notify on changes to internal storage server state
return;
notifyBytes(waitMetricsMap.rangeContaining(key), bytes);
}
// Called when a range of keys becomes unassigned (and therefore not readable), to notify waiting
// WaitMetricsRequests (also other types of wait
// requests in the future?)
void notifyNotReadable(KeyRangeRef keys) {
auto rs = waitMetricsMap.intersectingRanges(keys);
for (auto r = rs.begin(); r != rs.end(); ++r) {
auto& v = r->value();
TEST(v.size()); // notifyNotReadable() sending errors to intersecting ranges
for (int n = 0; n < v.size(); n++)
v[n].sendError(wrong_shard_server());
}
}
// Called periodically (~1 sec intervals) to remove older IOs from the averages
// Removes old entries from metricsAverageQueue, updates metricsSampleMap accordingly, and notifies
// WaitMetricsRequests through waitMetricsMap.
void poll() {
{
StorageMetrics m;
m.bytesPerKSecond = SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
bandwidthSample.poll(waitMetricsMap, m);
}
{
StorageMetrics m;
m.iosPerKSecond = SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
iopsSample.poll(waitMetricsMap, m);
}
{
StorageMetrics m;
m.bytesReadPerKSecond = SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS;
bytesReadSample.poll(waitMetricsMap, m);
}
// bytesSample doesn't need polling because we never call addExpire() on it
}
// static void waitMetrics( StorageServerMetrics* const& self, WaitMetricsRequest const& req );
// This function can run on untrusted user data. We must validate all divisions carefully.
KeyRef getSplitKey(int64_t remaining,
int64_t estimated,
int64_t limits,
int64_t used,
int64_t infinity,
bool isLastShard,
const StorageMetricSample& sample,
double divisor,
KeyRef const& lastKey,
KeyRef const& key,
bool hasUsed) const {
ASSERT(remaining >= 0);
ASSERT(limits > 0);
ASSERT(divisor > 0);
if (limits < infinity / 2) {
int64_t expectedSize;
if (isLastShard || remaining > estimated) {
double remaining_divisor = (double(remaining) / limits) + 0.5;
expectedSize = remaining / remaining_divisor;
} else {
// If we are here, then estimated >= remaining >= 0
double estimated_divisor = (double(estimated) / limits) + 0.5;
expectedSize = remaining / estimated_divisor;
}
if (remaining > expectedSize) {
// This does the conversion from native units to bytes using the divisor.
double offset = (expectedSize - used) / divisor;
if (offset <= 0)
return hasUsed ? lastKey : key;
return sample.splitEstimate(
KeyRangeRef(lastKey, key),
offset * ((1.0 - SERVER_KNOBS->SPLIT_JITTER_AMOUNT) +
2 * deterministicRandom()->random01() * SERVER_KNOBS->SPLIT_JITTER_AMOUNT));
}
}
return key;
}
void splitMetrics(SplitMetricsRequest req) const {
try {
SplitMetricsReply reply;
KeyRef lastKey = req.keys.begin;
StorageMetrics used = req.used;
StorageMetrics estimated = req.estimated;
StorageMetrics remaining = getMetrics(req.keys) + used;
//TraceEvent("SplitMetrics").detail("Begin", req.keys.begin).detail("End", req.keys.end).detail("Remaining", remaining.bytes).detail("Used", used.bytes);
while (true) {
if (remaining.bytes < 2 * SERVER_KNOBS->MIN_SHARD_BYTES)
break;
KeyRef key = req.keys.end;
bool hasUsed = used.bytes != 0 || used.bytesPerKSecond != 0 || used.iosPerKSecond != 0;
key = getSplitKey(remaining.bytes,
estimated.bytes,
req.limits.bytes,
used.bytes,
req.limits.infinity,
req.isLastShard,
byteSample,
1,
lastKey,
key,
hasUsed);
if (used.bytes < SERVER_KNOBS->MIN_SHARD_BYTES)
key = std::max(key,
byteSample.splitEstimate(KeyRangeRef(lastKey, req.keys.end),
SERVER_KNOBS->MIN_SHARD_BYTES - used.bytes));
key = getSplitKey(remaining.iosPerKSecond,
estimated.iosPerKSecond,
req.limits.iosPerKSecond,
used.iosPerKSecond,
req.limits.infinity,
req.isLastShard,
iopsSample,
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS,
lastKey,
key,
hasUsed);
key = getSplitKey(remaining.bytesPerKSecond,
estimated.bytesPerKSecond,
req.limits.bytesPerKSecond,
used.bytesPerKSecond,
req.limits.infinity,
req.isLastShard,
bandwidthSample,
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS,
lastKey,
key,
hasUsed);
ASSERT(key != lastKey || hasUsed);
if (key == req.keys.end)
break;
reply.splits.push_back_deep(reply.splits.arena(), key);
StorageMetrics diff = (getMetrics(KeyRangeRef(lastKey, key)) + used);
remaining -= diff;
estimated -= diff;
used = StorageMetrics();
lastKey = key;
}
reply.used = getMetrics(KeyRangeRef(lastKey, req.keys.end)) + used;
req.reply.send(reply);
} catch (Error& e) {
req.reply.sendError(e);
}
}
void getStorageMetrics(GetStorageMetricsRequest req,
StorageBytes sb,
double bytesInputRate,
int64_t versionLag,
double lastUpdate) const {
GetStorageMetricsReply rep;
// SOMEDAY: make bytes dynamic with hard disk space
rep.load = getMetrics(allKeys);
if (sb.free < 1e9) {
TraceEvent(SevWarn, "PhysicalDiskMetrics")
.suppressFor(60.0)
.detail("Free", sb.free)
.detail("Total", sb.total)
.detail("Available", sb.available)
.detail("Load", rep.load.bytes);
}
rep.available.bytes = sb.available;
rep.available.iosPerKSecond = 10e6;
rep.available.bytesPerKSecond = 100e9;
rep.available.bytesReadPerKSecond = 100e9;
rep.capacity.bytes = sb.total;
rep.capacity.iosPerKSecond = 10e6;
rep.capacity.bytesPerKSecond = 100e9;
rep.capacity.bytesReadPerKSecond = 100e9;
rep.bytesInputRate = bytesInputRate;
rep.versionLag = versionLag;
rep.lastUpdate = lastUpdate;
req.reply.send(rep);
}
Future<Void> waitMetrics(WaitMetricsRequest req, Future<Void> delay);
// Given a read hot shard, this function will divide the shard into chunks and find those chunks whose
// readBytes/sizeBytes exceeds the `readDensityRatio`. Please make sure to run unit tests
// `StorageMetricsSampleTests.txt` after change made.
std::vector<ReadHotRangeWithMetrics> getReadHotRanges(KeyRangeRef shard,
double readDensityRatio,
int64_t baseChunkSize,
int64_t minShardReadBandwidthPerKSeconds) const {
std::vector<ReadHotRangeWithMetrics> toReturn;
double shardSize = (double)byteSample.getEstimate(shard);
int64_t shardReadBandwidth = bytesReadSample.getEstimate(shard);
if (shardReadBandwidth * SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL_PER_KSECONDS <=
minShardReadBandwidthPerKSeconds) {
return toReturn;
}
if (shardSize <= baseChunkSize) {
// Shard is small, use it as is
if (bytesReadSample.getEstimate(shard) > (readDensityRatio * shardSize)) {
toReturn.emplace_back(shard,
bytesReadSample.getEstimate(shard) / shardSize,
bytesReadSample.getEstimate(shard) /
SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL);
}
return toReturn;
}
KeyRef beginKey = shard.begin;
auto endKey =
byteSample.sample.index(byteSample.sample.sumTo(byteSample.sample.lower_bound(beginKey)) + baseChunkSize);
while (endKey != byteSample.sample.end()) {
if (*endKey > shard.end) {
endKey = byteSample.sample.lower_bound(shard.end);
if (*endKey == beginKey) {
// No need to increment endKey since otherwise it would stuck here forever.
break;
}
}
if (*endKey == beginKey) {
++endKey;
continue;
}
if (bytesReadSample.getEstimate(KeyRangeRef(beginKey, *endKey)) >
(readDensityRatio * std::max(baseChunkSize, byteSample.getEstimate(KeyRangeRef(beginKey, *endKey))))) {
auto range = KeyRangeRef(beginKey, *endKey);
if (!toReturn.empty() && toReturn.back().keys.end == range.begin) {
// in case two consecutive chunks both are over the ratio, merge them.
range = KeyRangeRef(toReturn.back().keys.begin, *endKey);
toReturn.pop_back();
}
toReturn.emplace_back(
range,
(double)bytesReadSample.getEstimate(range) / std::max(baseChunkSize, byteSample.getEstimate(range)),
bytesReadSample.getEstimate(range) / SERVER_KNOBS->STORAGE_METRICS_AVERAGE_INTERVAL);
}
beginKey = *endKey;
endKey = byteSample.sample.index(byteSample.sample.sumTo(byteSample.sample.lower_bound(beginKey)) +
baseChunkSize);
}
return toReturn;
}
void getReadHotRanges(ReadHotSubRangeRequest req) const {
ReadHotSubRangeReply reply;
auto _ranges = getReadHotRanges(req.keys,
SERVER_KNOBS->SHARD_MAX_READ_DENSITY_RATIO,
SERVER_KNOBS->READ_HOT_SUB_RANGE_CHUNK_SIZE,
SERVER_KNOBS->SHARD_READ_HOT_BANDWITH_MIN_PER_KSECONDS);
reply.readHotRanges = VectorRef(_ranges.data(), _ranges.size());
req.reply.send(reply);
}
std::vector<KeyRef> getSplitPoints(KeyRangeRef range, int64_t chunkSize) {
std::vector<KeyRef> toReturn;
KeyRef beginKey = range.begin;
IndexedSet<Key, int64_t>::iterator endKey =
byteSample.sample.index(byteSample.sample.sumTo(byteSample.sample.lower_bound(beginKey)) + chunkSize);
while (endKey != byteSample.sample.end()) {
if (*endKey > range.end) {
break;
}
if (*endKey == beginKey) {
++endKey;
continue;
}
toReturn.push_back(*endKey);
beginKey = *endKey;
endKey =
byteSample.sample.index(byteSample.sample.sumTo(byteSample.sample.lower_bound(beginKey)) + chunkSize);
}
return toReturn;
}
void getSplitPoints(SplitRangeRequest req) {
SplitRangeReply reply;
std::vector<KeyRef> points = getSplitPoints(req.keys, req.chunkSize);
reply.splitPoints.append_deep(reply.splitPoints.arena(), points.data(), points.size());
req.reply.send(reply);
}
private:
static void collapse(KeyRangeMap<int>& map, KeyRef const& key) {
auto range = map.rangeContaining(key);
if (range == map.ranges().begin() || range == map.ranges().end())
return;
int value = range->value();
auto prev = range;
--prev;
if (prev->value() != value)
return;
KeyRange keys = KeyRangeRef(prev->begin(), range->end());
map.insert(keys, value);
}
static void add(KeyRangeMap<int>& map, KeyRangeRef const& keys, int delta) {
auto rs = map.modify(keys);
for (auto r = rs.begin(); r != rs.end(); ++r)
r->value() += delta;
collapse(map, keys.begin);
collapse(map, keys.end);
}
};
TEST_CASE("/fdbserver/StorageMetricSample/rangeSplitPoints/simple") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.byteSample.sample.insert(LiteralStringRef("A"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 800 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
vector<KeyRef> t = ssm.getSplitPoints(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("C")), 2000 * sampleUnit);
ASSERT(t.size() == 1 && t[0] == LiteralStringRef("Bah"));
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/rangeSplitPoints/multipleReturnedPoints") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.byteSample.sample.insert(LiteralStringRef("A"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 800 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
vector<KeyRef> t = ssm.getSplitPoints(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("C")), 600 * sampleUnit);
ASSERT(t.size() == 3 && t[0] == LiteralStringRef("Absolute") && t[1] == LiteralStringRef("Apple") &&
t[2] == LiteralStringRef("Bah"));
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/rangeSplitPoints/noneSplitable") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.byteSample.sample.insert(LiteralStringRef("A"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 800 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
vector<KeyRef> t =
ssm.getSplitPoints(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("C")), 10000 * sampleUnit);
ASSERT(t.size() == 0);
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/rangeSplitPoints/chunkTooLarge") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.byteSample.sample.insert(LiteralStringRef("A"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 10 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 10 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 30 * sampleUnit);
vector<KeyRef> t = ssm.getSplitPoints(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("C")), 1000 * sampleUnit);
ASSERT(t.size() == 0);
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/readHotDetect/simple") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.bytesReadSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Banana"), 2000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cat"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cathode"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Dog"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("A"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
std::vector<ReadHotRangeWithMetrics> t =
ssm.getReadHotRanges(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("C")), 2.0, 200 * sampleUnit, 0);
ASSERT(t.size() == 1 && (*t.begin()).keys.begin == LiteralStringRef("Bah") &&
(*t.begin()).keys.end == LiteralStringRef("Bob"));
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/readHotDetect/moreThanOneRange") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.bytesReadSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Banana"), 2000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cat"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cathode"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Dog"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Final"), 2000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("A"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Dah"), 300 * sampleUnit);
std::vector<ReadHotRangeWithMetrics> t =
ssm.getReadHotRanges(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("D")), 2.0, 200 * sampleUnit, 0);
ASSERT(t.size() == 2 && (*t.begin()).keys.begin == LiteralStringRef("Bah") &&
(*t.begin()).keys.end == LiteralStringRef("Bob"));
ASSERT(t.at(1).keys.begin == LiteralStringRef("Cat") && t.at(1).keys.end == LiteralStringRef("Dah"));
return Void();
}
TEST_CASE("/fdbserver/StorageMetricSample/readHotDetect/consecutiveRanges") {
int64_t sampleUnit = SERVER_KNOBS->BYTES_READ_UNITS_PER_SAMPLE;
StorageServerMetrics ssm;
ssm.bytesReadSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Banana"), 2000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Bucket"), 2000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cat"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Cathode"), 1000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Dog"), 5000 * sampleUnit);
ssm.bytesReadSample.sample.insert(LiteralStringRef("Final"), 2000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("A"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Absolute"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Apple"), 1000 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bah"), 20 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Banana"), 80 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Bob"), 200 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("But"), 100 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Cat"), 300 * sampleUnit);
ssm.byteSample.sample.insert(LiteralStringRef("Dah"), 300 * sampleUnit);
std::vector<ReadHotRangeWithMetrics> t =
ssm.getReadHotRanges(KeyRangeRef(LiteralStringRef("A"), LiteralStringRef("D")), 2.0, 200 * sampleUnit, 0);
ASSERT(t.size() == 2 && (*t.begin()).keys.begin == LiteralStringRef("Bah") &&
(*t.begin()).keys.end == LiteralStringRef("But"));
ASSERT(t.at(1).keys.begin == LiteralStringRef("Cat") && t.at(1).keys.end == LiteralStringRef("Dah"));
return Void();
}
// Contains information about whether or not a key-value pair should be included in a byte sample
// Also contains size information about the byte sample
struct ByteSampleInfo {
bool inSample;
// Actual size of the key value pair
int64_t size;
// The recorded size of the sample (max of bytesPerSample, size)
int64_t sampledSize;
};
// Determines whether a key-value pair should be included in a byte sample
// Also returns size information about the sample
ByteSampleInfo isKeyValueInSample(KeyValueRef keyValue);
#include "flow/unactorcompiler.h"
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