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redis_benchmark.cpp
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/* Copyright (c) 2017 Stanford University
*
* Permission to use, copy, modify, and distribute this software for any
* purpose with or without fee is hereby granted, provided that the above
* copyright notice and this permission notice appear in all copies.
*
* THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR(S) DISCLAIM ALL WARRANTIES
* WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
* MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL AUTHORS BE LIABLE FOR
* ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
* WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
* ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
* OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
*/
#include <fcntl.h> /* For O_RDWR */
#include <unistd.h> /* For open(), creat() */
#include <signal.h>
#include <stdlib.h>
#include <cstdint>
#include <cassert>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include <memory>
#include <string>
#include <vector>
#include <thread>
#include "Atomic.h"
#include <sys/time.h>
#include <xmmintrin.h>
#include <cinttypes>
#include <typeinfo>
#include "redisclient.h"
#include "Cycles.h"
#include <iostream>
#include <atomic>
using RAMCloud::Cycles;
// Globals.
const char* hostIp = "10.10.101.101";
const char* witnessIps[] = {"10.10.102.101", "10.10.103.101", "10.10.104.101"};
int objectSize = 100; // Number of bytes for value payload.
int count = 1000000; // How many repeat
int clientIndex = 0; // ClientIndex as in RAMCloud clusterPerf.
int threads = 50; // How many client threads per machine to run benchmark.
// used for throughput benchmark only.
int numWitness = 3;// send requests to witness as well as master.
redis::client* client;
//redis::client* multiClient[1000];
// Common helper functions.
uint64_t
generateRandom()
{
// Internal scratch state used by random_r 128 is the same size as
// initstate() uses for regular random(), see manpages for details.
// statebuf is malloc'ed and this memory is leaked, it could be a __thread
// buffer, but after running into linker issues with large thread local
// storage buffers, we thought better.
enum { STATE_BYTES = 128 };
static __thread char* statebuf;
// random_r's state, must be handed to each call, and seems to refer to
// statebuf in some undocumented way.
static __thread random_data buf;
if (statebuf == NULL) {
int fd = open("/dev/urandom", 00);
if (fd < 0) {
fprintf(stderr, "Couldn't open /dev/urandom");
exit(1);
}
unsigned int seed;
ssize_t bytesRead = read(fd, &seed, sizeof(seed));
close(fd);
assert(bytesRead == sizeof(seed));
statebuf = static_cast<char*>(malloc(STATE_BYTES));
initstate_r(seed, statebuf, STATE_BYTES, &buf);
}
// Each call to random returns 31 bits of randomness,
// so we need three to get 64 bits of randomness.
static_assert(RAND_MAX >= (1 << 31), "RAND_MAX too small");
int32_t lo, mid, hi;
random_r(&buf, &lo);
random_r(&buf, &mid);
random_r(&buf, &hi);
uint64_t r = (((uint64_t(hi) & 0x7FFFFFFF) << 33) | // NOLINT
((uint64_t(mid) & 0x7FFFFFFF) << 2) | // NOLINT
(uint64_t(lo) & 0x00000003)); // NOLINT
return r;
}
/**
* Generate a random string.
*
* \param str
* Pointer to location where the string generated will be stored.
* \param length
* Length of the string to be generated in bytes.
*/
void
genRandomString(char* str, const int length) {
static const char alphanum[] =
"0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz";
for (int i = 0; i < length; ++i) {
str[i] = alphanum[generateRandom() % (sizeof(alphanum) - 1)];
}
str[length] = 0;
}
/**
* Given an integer value, generate a key of a given length
* that corresponds to that value.
*
* \param value
* Unique value to encapsulate in the key.
* \param length
* Total number of bytes in the resulting key. Must be at least 4.
* \param dest
* Memory block in which to write the key; must contain at
* least length bytes.
*/
void makeKey(int value, uint32_t length, char* dest)
{
memset(dest, 'x', length);
std::string str = std::to_string(value);
memcpy(dest, str.c_str(), str.size());
}
PerfUtils::Atomic<int64_t> writeThroughputTotalWrites(0);
void
writeThroughputRunner(int tid) {
int numKeys = 2000000;
const uint16_t keyLength = 30;
char* key = new char[keyLength + 1];
char* value = new char[objectSize + 1];
redis::client* clientPtr = client;
if (tid != 0) {
std::vector<std::string> witnessIpsVec;
std::vector<int> witnessMasterIdx;
if (numWitness) {
for (int i = 0; i < numWitness; ++i) {
const char* witnessIp = witnessIps[i];
witnessIpsVec.push_back(std::string(witnessIp, strlen(witnessIp)));
witnessMasterIdx.push_back(1);
}
}
clientPtr = new redis::client(hostIp, witnessIpsVec, witnessMasterIdx);
}
// printf("New thread created! tid: %d clienId Assigned: %" PRIu64 ", rpcId: %" PRIu64 "\n", tid, multiClient[tid]->clientId, multiClient[tid]->lastRequestId);
uint64_t writeCount = 0;
while(true) {
makeKey(static_cast<int>(generateRandom() % numKeys), keyLength, key);
genRandomString(value, objectSize);
clientPtr->set(std::string(key, keyLength), std::string(value, objectSize));
writeCount++;
if (writeCount % 1000 == 0) {
writeThroughputTotalWrites.add(1000);
}
}
}
void
writeThroughput()
{
Cycles::init();
// Add startup delay.
int delayInSec = 10;
std::vector<std::thread> stdthreads;
int lastWriteTotal = 0;
uint64_t lastPrintTime = Cycles::rdtsc();
for (int tid = 0; tid < threads; ++tid) {
stdthreads.push_back(std::thread(&writeThroughputRunner, tid));
Cycles::sleep(delayInSec*1000000);
// sleep(10);
uint64_t currentTime = Cycles::rdtsc();
printf("Started thread %d. Throughput: %7.2f kops/sec\n", tid,
(writeThroughputTotalWrites - lastWriteTotal) * 1e3 /
Cycles::toMicroseconds(currentTime - lastPrintTime));
lastPrintTime = currentTime;
lastWriteTotal = writeThroughputTotalWrites;
}
printf("All threads were started.\n");
while(true) {
Cycles::sleep(delayInSec*1000000);
uint64_t currentTime = Cycles::rdtsc();
printf("Total threads: %d. Throughput: %7.2f kops/sec\n", threads,
(writeThroughputTotalWrites - lastWriteTotal) * 1e3 /
Cycles::toMicroseconds(currentTime - lastPrintTime));
lastPrintTime = currentTime;
lastWriteTotal = writeThroughputTotalWrites;
}
}
// Write or overwrite randomly-chosen objects from a large table (so that there
// will be cache misses on the hash table and the object) and compute a
// cumulative distribution of write times.
void
writeDistRandom()
{
usleep(500);
int numKeys = 2000000;
// int numKeys = 1000; // For development only.
if (clientIndex != 0)
return;
const uint16_t keyLength = 30;
char* key = new char[keyLength + 1];
char* value = new char[objectSize + 1];
// fill table first.
// for (int i = 0; i < numKeys; ++i) {
for (int i = 0; i < 10000; ++i) {
makeKey(static_cast<int>(i), keyLength, key);
genRandomString(value, objectSize);
client->set(std::string(key, keyLength), std::string(value, objectSize));
// TODO: use pipelining.
}
Cycles::init();
Cycles::sleep(10000);
// The following variable is used to stop the test after 10 seconds
// if we haven't read count keys by then.
uint64_t stop = Cycles::rdtsc() + Cycles::fromSeconds(300.0);
// Issue the writes back-to-back, and save the times.
std::vector<uint64_t> ticks;
ticks.resize(count);
for (int i = 0; i < count; i++) {
Cycles::sleep(3); // to give master time for syncing to backups.
// We generate the random number separately to avoid timing potential
// cache misses on the client side.
makeKey(static_cast<int>(generateRandom() % numKeys), keyLength, key);
genRandomString(value, objectSize);
// Do the benchmark
uint64_t start = Cycles::rdtsc();
client->set(std::string(key, keyLength), std::string(value, objectSize));
uint64_t now = Cycles::rdtsc();
ticks.at(i) = now - start;
if (now >= stop) {
count = i+1;
break;
}
}
// Output the times (several comma-separated values on each line).
int valuesInLine = 0;
for (int i = 0; i < count; i++) {
if (valuesInLine >= 10) {
valuesInLine = 0;
printf("\n");
}
if (valuesInLine != 0) {
printf(",");
}
double micros = Cycles::toSeconds(ticks.at(i))*1.0e06;
printf("%.2f", micros);
valuesInLine++;
}
printf("\n");
PerfUtils::TimeTrace::print();
delete(key);
delete(value);
}
void
incrDistRandom()
{
usleep(500);
int numKeys = 2000000;
// int numKeys = 10000; // For development only.
if (clientIndex != 0)
return;
const uint16_t keyLength = 30;
char* key = new char[keyLength + 1];
// fill table first.
for (int i = 0; i < numKeys; ++i) {
makeKey(static_cast<int>(i), keyLength, key);
client->set(std::string(key, keyLength), "0");
// TODO: use pipelining.
}
Cycles::init();
Cycles::sleep(10000);
// The following variable is used to stop the test after 10 seconds
// if we haven't read count keys by then.
uint64_t stop = Cycles::rdtsc() + Cycles::fromSeconds(300.0);
// Issue the writes back-to-back, and save the times.
std::vector<uint64_t> ticks;
ticks.resize(count);
for (int i = 0; i < count; i++) {
// We generate the random number separately to avoid timing potential
// cache misses on the client side.
makeKey(static_cast<int>(generateRandom() % numKeys), keyLength, key);
// Do the benchmark
uint64_t start = Cycles::rdtsc();
client->incr(std::string(key, keyLength));
uint64_t now = Cycles::rdtsc();
ticks.at(i) = now - start;
if (now >= stop) {
count = i+1;
break;
}
}
// Check consistency by reading values again.
int64_t sum = 0;
for (int i = 0; i < numKeys; ++i) {
makeKey(static_cast<int>(i), keyLength, key);
std::string str = client->get(std::string(key, keyLength));
const char* cstr = str.c_str();
char* end;
sum += std::strtoll(cstr, &end, 10);
if (errno == ERANGE){
throw redis::protocol_error("argument is out of int64_t range");
errno = 0;
}
}
if (sum != count) {
fprintf(stderr, "Bad! Incr count: %d, Actual Sum: %" PRId64 ", lastRpcId: %" PRIu64 "\n",
count, sum, client->lastRequestId);
}
// Output the times (several comma-separated values on each line).
int valuesInLine = 0;
for (int i = 0; i < count; i++) {
if (valuesInLine >= 10) {
valuesInLine = 0;
printf("\n");
}
if (valuesInLine != 0) {
printf(",");
}
double micros = Cycles::toSeconds(ticks.at(i))*1.0e06;
printf("%.2f", micros);
valuesInLine++;
}
printf("\n");
delete(key);
}
// Write or overwrite randomly-chosen objects from a large table (so that there
// will be cache misses on the hash table and the object) and compute a
// cumulative distribution of write times.
void
hmsetDistRandom()
{
usleep(500);
int numKeys = 2000000;
// int numKeys = 10000; // For development only.
if (clientIndex != 0)
return;
const uint16_t keyLength = 30;
char* key = new char[keyLength + 1];
char* value = new char[objectSize + 1];
typedef std::string string_type;
typedef std::pair<string_type, string_type> string_pair;
typedef std::vector<string_pair> string_pair_vector;
// fill table first.
for (int i = 0; i < numKeys; ++i) {
makeKey(static_cast<int>(i), keyLength, key);
genRandomString(value, objectSize);
string_pair_vector vecValue;
for (int j = 0; j < 10; ++j) {
vecValue.push_back(std::make_pair(std::to_string(j),
std::string(value, objectSize)));
}
client->hmset(std::string(key, keyLength), vecValue);
// TODO: use pipelining.
}
Cycles::init();
Cycles::sleep(10000);
// The following variable is used to stop the test after 10 seconds
// if we haven't read count keys by then.
uint64_t stop = Cycles::rdtsc() + Cycles::fromSeconds(300.0);
// Issue the writes back-to-back, and save the times.
std::vector<uint64_t> ticks;
ticks.resize(count);
for (int i = 0; i < count; i++) {
// We generate the random number separately to avoid timing potential
// cache misses on the client side.
makeKey(static_cast<int>(generateRandom() % numKeys), keyLength, key);
genRandomString(value, objectSize);
string_pair_vector vecValue;
vecValue.push_back(std::make_pair(std::to_string(generateRandom() % 10),
std::string(value, objectSize)));
// Do the benchmark
uint64_t start = Cycles::rdtsc();
client->hmset(std::string(key, keyLength), vecValue);
uint64_t now = Cycles::rdtsc();
ticks.at(i) = now - start;
if (now >= stop) {
count = i+1;
break;
}
}
// Just print the last key to see it actually works...
for (int i = 0; i < 10; i++) {
std::string sampleStr = client->hget(std::string(key, keyLength), std::to_string(i));
fprintf(stderr, "key: %s, member: %d, value: %s\n", key, i, sampleStr.c_str());
}
// Output the times (several comma-separated values on each line).
int valuesInLine = 0;
for (int i = 0; i < count; i++) {
if (valuesInLine >= 10) {
valuesInLine = 0;
printf("\n");
}
if (valuesInLine != 0) {
printf(",");
}
double micros = Cycles::toSeconds(ticks.at(i))*1.0e06;
printf("%.2f", micros);
valuesInLine++;
}
printf("\n");
delete(key);
delete(value);
}
/**
* This function parses out the arguments intended for the thread library from
* a command line, and adjusts the values of argc and argv to eliminate the
* arguments that the thread library consumed.
*/
void
parseOptions(int argc, char* argv[]) {
if (argc == 0) return;
struct OptionSpecifier {
// The string that the user uses after `--`.
const char* optionName;
// The id for the option that is returned when it is recognized.
int id;
// Does the option take an argument?
bool takesArgument;
} optionSpecifiers[] = {
{"count", 'c', true},
{"clientIndex", 'i', true},
{"size", 's', true},
{"threads", 't', true},
{"witness", 'w', true}
};
const int UNRECOGNIZED = ~0;
int i = 0;
while (i < argc) {
if (argv[i][0] != '-' || argv[i][1] != '-') {
i++;
continue;
}
const char* optionName = argv[i] + 2;
int optionId = UNRECOGNIZED;
const char* optionArgument = NULL;
for (size_t k = 0;
k < sizeof(optionSpecifiers) / sizeof(OptionSpecifier); k++) {
const char* candidateName = optionSpecifiers[k].optionName;
bool needsArg = optionSpecifiers[k].takesArgument;
if (strncmp(candidateName,
optionName, strlen(candidateName)) == 0) {
if (needsArg) {
if (i + 1 >= argc) {
fprintf(stderr,
"Missing argument to option %s!\n",
candidateName);
break;
}
optionArgument = argv[i+1];
optionId = optionSpecifiers[k].id;
//argc -= 2;
i += 2;
} else {
optionId = optionSpecifiers[k].id;
//argc -= 1;
i++;
}
break;
}
}
switch (optionId) {
case 'c':
count = atoi(optionArgument);
break;
case 'i':
clientIndex = atoi(optionArgument);
break;
case 's':
objectSize = atoi(optionArgument);
break;
case 't':
threads = atoi(optionArgument);
break;
case 'w':
numWitness = atoi(optionArgument);
break;
case UNRECOGNIZED:
i++;
}
}
}
/* Catch Signal Handler functio */
void signal_callback_handler(int signum) {
((void) signum);
// printf("Caught signal SIGPIPE %d\n",signum);
}
int
main(int argc, char *argv[]) {
srand(std::time(NULL));
/* Catch Signal Handler SIGPIPE */
signal(SIGPIPE, signal_callback_handler);
parseOptions(argc, argv);
std::vector<std::string> witnessIpsVec;
std::vector<int> witnessMasterIdx;
if (numWitness) {
for (int i = 0; i < numWitness; ++i) {
const char* witnessIp = witnessIps[i];
witnessIpsVec.push_back(std::string(witnessIp, strlen(witnessIp)));
witnessMasterIdx.push_back(1);
}
}
redis::client realClient(hostIp, witnessIpsVec, witnessMasterIdx);
client = &realClient;
// for (int tid = 0; tid < threads; tid++) {
// multiClient[tid] = new redis::client(hostIp, witnessIpsVec, witnessMasterIdx);
// }
client->select(14);
client->flushdb();
if (strncmp("writeDistRandom", argv[1], 20) == 0) {
writeDistRandom();
} else if (strncmp("incrDistRandom", argv[1], 20) == 0) {
incrDistRandom();
} else if (strncmp("hmsetDistRandom", argv[1], 20) == 0) {
hmsetDistRandom();
} else if (strncmp("writeThroughput", argv[1], 20) == 0) {
writeThroughput();
} else {
printf("no test was selected. (Provided argv[0]: %s\n", argv[0]);
}
// for (int tid = 0; tid < threads; tid++) {
// delete multiClient[tid];
// }
}