rocksdb/util/cache.cc
Aaron Gao 5d660258e7 add simulator Cache as class SimCache/SimLRUCache(with test)
Summary: add class SimCache(base class with instrumentation api) and SimLRUCache(derived class with detailed implementation) which is used as an instrumented block cache that can predict hit rate for different cache size

Test Plan:
Add a test case in `db_block_cache_test.cc` called `SimCacheTest` to test basic logic of SimCache.
Also add option `-simcache_size` in db_bench. if set with a value other than -1, then the benchmark will use this value as the size of the simulator cache and finally output the simulation result.
```
[gzh@dev9927.prn1 ~/local/rocksdb] ./db_bench -benchmarks "fillseq,readrandom" -cache_size 1000000 -simcache_size 1000000
RocksDB:    version 4.8
Date:       Tue May 17 16:56:16 2016
CPU:        32 * Intel(R) Xeon(R) CPU E5-2660 0 @ 2.20GHz
CPUCache:   20480 KB
Keys:       16 bytes each
Values:     100 bytes each (50 bytes after compression)
Entries:    1000000
Prefix:    0 bytes
Keys per prefix:    0
RawSize:    110.6 MB (estimated)
FileSize:   62.9 MB (estimated)
Write rate: 0 bytes/second
Compression: Snappy
Memtablerep: skip_list
Perf Level: 0
WARNING: Assertions are enabled; benchmarks unnecessarily slow
------------------------------------------------
DB path: [/tmp/rocksdbtest-112628/dbbench]
fillseq      :       6.809 micros/op 146874 ops/sec;   16.2 MB/s
DB path: [/tmp/rocksdbtest-112628/dbbench]
readrandom   :       6.343 micros/op 157665 ops/sec;   17.4 MB/s (1000000 of 1000000 found)

SIMULATOR CACHE STATISTICS:
SimCache LOOKUPs: 986559
SimCache HITs:    264760
SimCache HITRATE: 26.84%

[gzh@dev9927.prn1 ~/local/rocksdb] ./db_bench -benchmarks "fillseq,readrandom" -cache_size 1000000 -simcache_size 10000000
RocksDB:    version 4.8
Date:       Tue May 17 16:57:10 2016
CPU:        32 * Intel(R) Xeon(R) CPU E5-2660 0 @ 2.20GHz
CPUCache:   20480 KB
Keys:       16 bytes each
Values:     100 bytes each (50 bytes after compression)
Entries:    1000000
Prefix:    0 bytes
Keys per prefix:    0
RawSize:    110.6 MB (estimated)
FileSize:   62.9 MB (estimated)
Write rate: 0 bytes/second
Compression: Snappy
Memtablerep: skip_list
Perf Level: 0
WARNING: Assertions are enabled; benchmarks unnecessarily slow
------------------------------------------------
DB path: [/tmp/rocksdbtest-112628/dbbench]
fillseq      :       5.066 micros/op 197394 ops/sec;   21.8 MB/s
DB path: [/tmp/rocksdbtest-112628/dbbench]
readrandom   :       6.457 micros/op 154870 ops/sec;   17.1 MB/s (1000000 of 1000000 found)

SIMULATOR CACHE STATISTICS:
SimCache LOOKUPs: 1059764
SimCache HITs:    374501
SimCache HITRATE: 35.34%

[gzh@dev9927.prn1 ~/local/rocksdb] ./db_bench -benchmarks "fillseq,readrandom" -cache_size 1000000 -simcache_size 100000000
RocksDB:    version 4.8
Date:       Tue May 17 16:57:32 2016
CPU:        32 * Intel(R) Xeon(R) CPU E5-2660 0 @ 2.20GHz
CPUCache:   20480 KB
Keys:       16 bytes each
Values:     100 bytes each (50 bytes after compression)
Entries:    1000000
Prefix:    0 bytes
Keys per prefix:    0
RawSize:    110.6 MB (estimated)
FileSize:   62.9 MB (estimated)
Write rate: 0 bytes/second
Compression: Snappy
Memtablerep: skip_list
Perf Level: 0
WARNING: Assertions are enabled; benchmarks unnecessarily slow
------------------------------------------------
DB path: [/tmp/rocksdbtest-112628/dbbench]
fillseq      :       5.632 micros/op 177572 ops/sec;   19.6 MB/s
DB path: [/tmp/rocksdbtest-112628/dbbench]
readrandom   :       6.892 micros/op 145094 ops/sec;   16.1 MB/s (1000000 of 1000000 found)

SIMULATOR CACHE STATISTICS:
SimCache LOOKUPs: 1150767
SimCache HITs:    1034535
SimCache HITRATE: 89.90%
```

Reviewers: IslamAbdelRahman, andrewkr, sdong

Reviewed By: sdong

Subscribers: MarkCallaghan, andrewkr, dhruba, leveldb

Differential Revision: https://reviews.facebook.net/D57999
2016-05-23 23:35:23 -07:00

612 lines
18 KiB
C++

// Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree. An additional grant
// of patent rights can be found in the PATENTS file in the same directory.
//
// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file. See the AUTHORS file for names of contributors.
#include <assert.h>
#include <stdio.h>
#include <stdlib.h>
#include "port/port.h"
#include "rocksdb/cache.h"
#include "util/autovector.h"
#include "util/hash.h"
#include "util/lru_cache_handle.h"
#include "util/mutexlock.h"
namespace rocksdb {
namespace {
// LRU cache implementation
// We provide our own simple hash table since it removes a whole bunch
// of porting hacks and is also faster than some of the built-in hash
// table implementations in some of the compiler/runtime combinations
// we have tested. E.g., readrandom speeds up by ~5% over the g++
// 4.4.3's builtin hashtable.
class HandleTable {
public:
HandleTable() : length_(0), elems_(0), list_(nullptr) { Resize(); }
template <typename T>
void ApplyToAllCacheEntries(T func) {
for (uint32_t i = 0; i < length_; i++) {
LRUHandle* h = list_[i];
while (h != nullptr) {
auto n = h->next_hash;
assert(h->in_cache);
func(h);
h = n;
}
}
}
~HandleTable() {
ApplyToAllCacheEntries([](LRUHandle* h) {
if (h->refs == 1) {
h->Free();
}
});
delete[] list_;
}
LRUHandle* Lookup(const Slice& key, uint32_t hash) {
return *FindPointer(key, hash);
}
LRUHandle* Insert(LRUHandle* h) {
LRUHandle** ptr = FindPointer(h->key(), h->hash);
LRUHandle* old = *ptr;
h->next_hash = (old == nullptr ? nullptr : old->next_hash);
*ptr = h;
if (old == nullptr) {
++elems_;
if (elems_ > length_) {
// Since each cache entry is fairly large, we aim for a small
// average linked list length (<= 1).
Resize();
}
}
return old;
}
LRUHandle* Remove(const Slice& key, uint32_t hash) {
LRUHandle** ptr = FindPointer(key, hash);
LRUHandle* result = *ptr;
if (result != nullptr) {
*ptr = result->next_hash;
--elems_;
}
return result;
}
private:
// The table consists of an array of buckets where each bucket is
// a linked list of cache entries that hash into the bucket.
uint32_t length_;
uint32_t elems_;
LRUHandle** list_;
// Return a pointer to slot that points to a cache entry that
// matches key/hash. If there is no such cache entry, return a
// pointer to the trailing slot in the corresponding linked list.
LRUHandle** FindPointer(const Slice& key, uint32_t hash) {
LRUHandle** ptr = &list_[hash & (length_ - 1)];
while (*ptr != nullptr && ((*ptr)->hash != hash || key != (*ptr)->key())) {
ptr = &(*ptr)->next_hash;
}
return ptr;
}
void Resize() {
uint32_t new_length = 16;
while (new_length < elems_ * 1.5) {
new_length *= 2;
}
LRUHandle** new_list = new LRUHandle*[new_length];
memset(new_list, 0, sizeof(new_list[0]) * new_length);
uint32_t count = 0;
for (uint32_t i = 0; i < length_; i++) {
LRUHandle* h = list_[i];
while (h != nullptr) {
LRUHandle* next = h->next_hash;
uint32_t hash = h->hash;
LRUHandle** ptr = &new_list[hash & (new_length - 1)];
h->next_hash = *ptr;
*ptr = h;
h = next;
count++;
}
}
assert(elems_ == count);
delete[] list_;
list_ = new_list;
length_ = new_length;
}
};
// A single shard of sharded cache.
class LRUCache {
public:
LRUCache();
~LRUCache();
// Separate from constructor so caller can easily make an array of LRUCache
// if current usage is more than new capacity, the function will attempt to
// free the needed space
void SetCapacity(size_t capacity);
// Set the flag to reject insertion if cache if full.
void SetStrictCapacityLimit(bool strict_capacity_limit);
// Like Cache methods, but with an extra "hash" parameter.
Status Insert(const Slice& key, uint32_t hash, void* value, size_t charge,
void (*deleter)(const Slice& key, void* value),
Cache::Handle** handle);
Cache::Handle* Lookup(const Slice& key, uint32_t hash);
void Release(Cache::Handle* handle);
void Erase(const Slice& key, uint32_t hash);
// Although in some platforms the update of size_t is atomic, to make sure
// GetUsage() and GetPinnedUsage() work correctly under any platform, we'll
// protect them with mutex_.
size_t GetUsage() const {
MutexLock l(&mutex_);
return usage_;
}
size_t GetPinnedUsage() const {
MutexLock l(&mutex_);
assert(usage_ >= lru_usage_);
return usage_ - lru_usage_;
}
void ApplyToAllCacheEntries(void (*callback)(void*, size_t),
bool thread_safe);
void EraseUnRefEntries();
private:
void LRU_Remove(LRUHandle* e);
void LRU_Append(LRUHandle* e);
// Just reduce the reference count by 1.
// Return true if last reference
bool Unref(LRUHandle* e);
// Free some space following strict LRU policy until enough space
// to hold (usage_ + charge) is freed or the lru list is empty
// This function is not thread safe - it needs to be executed while
// holding the mutex_
void EvictFromLRU(size_t charge, autovector<LRUHandle*>* deleted);
// Initialized before use.
size_t capacity_;
// Memory size for entries residing in the cache
size_t usage_;
// Memory size for entries residing only in the LRU list
size_t lru_usage_;
// Whether to reject insertion if cache reaches its full capacity.
bool strict_capacity_limit_;
// mutex_ protects the following state.
// We don't count mutex_ as the cache's internal state so semantically we
// don't mind mutex_ invoking the non-const actions.
mutable port::Mutex mutex_;
// Dummy head of LRU list.
// lru.prev is newest entry, lru.next is oldest entry.
// LRU contains items which can be evicted, ie reference only by cache
LRUHandle lru_;
HandleTable table_;
};
LRUCache::LRUCache() : usage_(0), lru_usage_(0) {
// Make empty circular linked list
lru_.next = &lru_;
lru_.prev = &lru_;
}
LRUCache::~LRUCache() {}
bool LRUCache::Unref(LRUHandle* e) {
assert(e->refs > 0);
e->refs--;
return e->refs == 0;
}
// Call deleter and free
void LRUCache::EraseUnRefEntries() {
autovector<LRUHandle*> last_reference_list;
{
MutexLock l(&mutex_);
while (lru_.next != &lru_) {
LRUHandle* old = lru_.next;
assert(old->in_cache);
assert(old->refs ==
1); // LRU list contains elements which may be evicted
LRU_Remove(old);
table_.Remove(old->key(), old->hash);
old->in_cache = false;
Unref(old);
usage_ -= old->charge;
last_reference_list.push_back(old);
}
}
for (auto entry : last_reference_list) {
entry->Free();
}
}
void LRUCache::ApplyToAllCacheEntries(void (*callback)(void*, size_t),
bool thread_safe) {
if (thread_safe) {
mutex_.Lock();
}
table_.ApplyToAllCacheEntries(
[callback](LRUHandle* h) { callback(h->value, h->charge); });
if (thread_safe) {
mutex_.Unlock();
}
}
void LRUCache::LRU_Remove(LRUHandle* e) {
assert(e->next != nullptr);
assert(e->prev != nullptr);
e->next->prev = e->prev;
e->prev->next = e->next;
e->prev = e->next = nullptr;
lru_usage_ -= e->charge;
}
void LRUCache::LRU_Append(LRUHandle* e) {
// Make "e" newest entry by inserting just before lru_
assert(e->next == nullptr);
assert(e->prev == nullptr);
e->next = &lru_;
e->prev = lru_.prev;
e->prev->next = e;
e->next->prev = e;
lru_usage_ += e->charge;
}
void LRUCache::EvictFromLRU(size_t charge, autovector<LRUHandle*>* deleted) {
while (usage_ + charge > capacity_ && lru_.next != &lru_) {
LRUHandle* old = lru_.next;
assert(old->in_cache);
assert(old->refs == 1); // LRU list contains elements which may be evicted
LRU_Remove(old);
table_.Remove(old->key(), old->hash);
old->in_cache = false;
Unref(old);
usage_ -= old->charge;
deleted->push_back(old);
}
}
void LRUCache::SetCapacity(size_t capacity) {
autovector<LRUHandle*> last_reference_list;
{
MutexLock l(&mutex_);
capacity_ = capacity;
EvictFromLRU(0, &last_reference_list);
}
// we free the entries here outside of mutex for
// performance reasons
for (auto entry : last_reference_list) {
entry->Free();
}
}
void LRUCache::SetStrictCapacityLimit(bool strict_capacity_limit) {
MutexLock l(&mutex_);
strict_capacity_limit_ = strict_capacity_limit;
}
Cache::Handle* LRUCache::Lookup(const Slice& key, uint32_t hash) {
MutexLock l(&mutex_);
LRUHandle* e = table_.Lookup(key, hash);
if (e != nullptr) {
assert(e->in_cache);
if (e->refs == 1) {
LRU_Remove(e);
}
e->refs++;
}
return reinterpret_cast<Cache::Handle*>(e);
}
void LRUCache::Release(Cache::Handle* handle) {
if (handle == nullptr) {
return;
}
LRUHandle* e = reinterpret_cast<LRUHandle*>(handle);
bool last_reference = false;
{
MutexLock l(&mutex_);
last_reference = Unref(e);
if (last_reference) {
usage_ -= e->charge;
}
if (e->refs == 1 && e->in_cache) {
// The item is still in cache, and nobody else holds a reference to it
if (usage_ > capacity_) {
// the cache is full
// The LRU list must be empty since the cache is full
assert(lru_.next == &lru_);
// take this opportunity and remove the item
table_.Remove(e->key(), e->hash);
e->in_cache = false;
Unref(e);
usage_ -= e->charge;
last_reference = true;
} else {
// put the item on the list to be potentially freed
LRU_Append(e);
}
}
}
// free outside of mutex
if (last_reference) {
e->Free();
}
}
Status LRUCache::Insert(const Slice& key, uint32_t hash, void* value,
size_t charge,
void (*deleter)(const Slice& key, void* value),
Cache::Handle** handle) {
// Allocate the memory here outside of the mutex
// If the cache is full, we'll have to release it
// It shouldn't happen very often though.
LRUHandle* e = reinterpret_cast<LRUHandle*>(
new char[sizeof(LRUHandle) - 1 + key.size()]);
Status s;
autovector<LRUHandle*> last_reference_list;
e->value = value;
e->deleter = deleter;
e->charge = charge;
e->key_length = key.size();
e->hash = hash;
e->refs = (handle == nullptr
? 1
: 2); // One from LRUCache, one for the returned handle
e->next = e->prev = nullptr;
e->in_cache = true;
memcpy(e->key_data, key.data(), key.size());
{
MutexLock l(&mutex_);
// Free the space following strict LRU policy until enough space
// is freed or the lru list is empty
EvictFromLRU(charge, &last_reference_list);
if (strict_capacity_limit_ && usage_ - lru_usage_ + charge > capacity_) {
if (handle == nullptr) {
last_reference_list.push_back(e);
} else {
delete[] reinterpret_cast<char*>(e);
*handle = nullptr;
}
s = Status::Incomplete("Insert failed due to LRU cache being full.");
} else {
// insert into the cache
// note that the cache might get larger than its capacity if not enough
// space was freed
LRUHandle* old = table_.Insert(e);
usage_ += e->charge;
if (old != nullptr) {
old->in_cache = false;
if (Unref(old)) {
usage_ -= old->charge;
// old is on LRU because it's in cache and its reference count
// was just 1 (Unref returned 0)
LRU_Remove(old);
last_reference_list.push_back(old);
}
}
if (handle == nullptr) {
LRU_Append(e);
} else {
*handle = reinterpret_cast<Cache::Handle*>(e);
}
s = Status::OK();
}
}
// we free the entries here outside of mutex for
// performance reasons
for (auto entry : last_reference_list) {
entry->Free();
}
return s;
}
void LRUCache::Erase(const Slice& key, uint32_t hash) {
LRUHandle* e;
bool last_reference = false;
{
MutexLock l(&mutex_);
e = table_.Remove(key, hash);
if (e != nullptr) {
last_reference = Unref(e);
if (last_reference) {
usage_ -= e->charge;
}
if (last_reference && e->in_cache) {
LRU_Remove(e);
}
e->in_cache = false;
}
}
// mutex not held here
// last_reference will only be true if e != nullptr
if (last_reference) {
e->Free();
}
}
static int kNumShardBits = 6; // default values, can be overridden
class ShardedLRUCache : public Cache {
private:
LRUCache* shards_;
port::Mutex id_mutex_;
port::Mutex capacity_mutex_;
uint64_t last_id_;
int num_shard_bits_;
size_t capacity_;
bool strict_capacity_limit_;
static inline uint32_t HashSlice(const Slice& s) {
return Hash(s.data(), s.size(), 0);
}
uint32_t Shard(uint32_t hash) {
// Note, hash >> 32 yields hash in gcc, not the zero we expect!
return (num_shard_bits_ > 0) ? (hash >> (32 - num_shard_bits_)) : 0;
}
public:
ShardedLRUCache(size_t capacity, int num_shard_bits,
bool strict_capacity_limit)
: last_id_(0),
num_shard_bits_(num_shard_bits),
capacity_(capacity),
strict_capacity_limit_(strict_capacity_limit) {
int num_shards = 1 << num_shard_bits_;
shards_ = new LRUCache[num_shards];
const size_t per_shard = (capacity + (num_shards - 1)) / num_shards;
for (int s = 0; s < num_shards; s++) {
shards_[s].SetCapacity(per_shard);
shards_[s].SetStrictCapacityLimit(strict_capacity_limit);
}
}
virtual ~ShardedLRUCache() { delete[] shards_; }
virtual void SetCapacity(size_t capacity) override {
int num_shards = 1 << num_shard_bits_;
const size_t per_shard = (capacity + (num_shards - 1)) / num_shards;
MutexLock l(&capacity_mutex_);
for (int s = 0; s < num_shards; s++) {
shards_[s].SetCapacity(per_shard);
}
capacity_ = capacity;
}
virtual void SetStrictCapacityLimit(bool strict_capacity_limit) override {
int num_shards = 1 << num_shard_bits_;
for (int s = 0; s < num_shards; s++) {
shards_[s].SetStrictCapacityLimit(strict_capacity_limit);
}
strict_capacity_limit_ = strict_capacity_limit;
}
virtual Status Insert(const Slice& key, void* value, size_t charge,
void (*deleter)(const Slice& key, void* value),
Handle** handle) override {
const uint32_t hash = HashSlice(key);
return shards_[Shard(hash)].Insert(key, hash, value, charge, deleter,
handle);
}
virtual Handle* Lookup(const Slice& key) override {
const uint32_t hash = HashSlice(key);
return shards_[Shard(hash)].Lookup(key, hash);
}
virtual void Release(Handle* handle) override {
LRUHandle* h = reinterpret_cast<LRUHandle*>(handle);
shards_[Shard(h->hash)].Release(handle);
}
virtual void Erase(const Slice& key) override {
const uint32_t hash = HashSlice(key);
shards_[Shard(hash)].Erase(key, hash);
}
virtual void* Value(Handle* handle) override {
return reinterpret_cast<LRUHandle*>(handle)->value;
}
virtual uint64_t NewId() override {
MutexLock l(&id_mutex_);
return ++(last_id_);
}
virtual size_t GetCapacity() const override { return capacity_; }
virtual bool HasStrictCapacityLimit() const override {
return strict_capacity_limit_;
}
virtual size_t GetUsage() const override {
// We will not lock the cache when getting the usage from shards.
int num_shards = 1 << num_shard_bits_;
size_t usage = 0;
for (int s = 0; s < num_shards; s++) {
usage += shards_[s].GetUsage();
}
return usage;
}
virtual size_t GetUsage(Handle* handle) const override {
return reinterpret_cast<LRUHandle*>(handle)->charge;
}
virtual size_t GetPinnedUsage() const override {
// We will not lock the cache when getting the usage from shards.
int num_shards = 1 << num_shard_bits_;
size_t usage = 0;
for (int s = 0; s < num_shards; s++) {
usage += shards_[s].GetPinnedUsage();
}
return usage;
}
virtual void DisownData() override { shards_ = nullptr; }
virtual void ApplyToAllCacheEntries(void (*callback)(void*, size_t),
bool thread_safe) override {
int num_shards = 1 << num_shard_bits_;
for (int s = 0; s < num_shards; s++) {
shards_[s].ApplyToAllCacheEntries(callback, thread_safe);
}
}
virtual void EraseUnRefEntries() override {
int num_shards = 1 << num_shard_bits_;
for (int s = 0; s < num_shards; s++) {
shards_[s].EraseUnRefEntries();
}
}
};
} // end anonymous namespace
std::shared_ptr<Cache> NewLRUCache(size_t capacity) {
return NewLRUCache(capacity, kNumShardBits, false);
}
std::shared_ptr<Cache> NewLRUCache(size_t capacity, int num_shard_bits) {
return NewLRUCache(capacity, num_shard_bits, false);
}
std::shared_ptr<Cache> NewLRUCache(size_t capacity, int num_shard_bits,
bool strict_capacity_limit) {
if (num_shard_bits >= 20) {
return nullptr; // the cache cannot be sharded into too many fine pieces
}
return std::make_shared<ShardedLRUCache>(capacity, num_shard_bits,
strict_capacity_limit);
}
} // namespace rocksdb