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實(shí)現(xiàn)Redis多線程過期策略

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在Redis中,過期策略是清除過期鍵值對的重要機(jī)制。默認(rèn)情況下,Redis使用單線程遍歷過期鍵,這可能會(huì)導(dǎo)致性能瓶頸。為了解決這個(gè)問題,我們可以實(shí)現(xiàn)Redis多線程過期策略。
原理
實(shí)現(xiàn)Redis多線程過期策略的核心思想是將過期鍵分配給多個(gè)線程進(jìn)行處理。每個(gè)線程維護(hù)自己的過期鍵列表,并在定期間隔后遍歷列表并刪除過期鍵。這樣可以利用多線程處理過期鍵,提高Redis的清除效率。
過期鍵維護(hù)
我們需要實(shí)現(xiàn)一個(gè)過期鍵維護(hù)模塊,即將Redis中的鍵值對加入到過期列表中,并提供遍歷列表和刪除過期鍵的函數(shù)。
#include
#include "dict.h"
#define EXPIRE_ONE_TIMES 30 // 遍歷過期列表的時(shí)間間隔,單位為秒
typedef struct expireentry {
void *KEY;
time_t expireTime;
struct expireEntry *NEXT;
} expireEntry;
typedef struct {
dict *expireDict; // 維護(hù)過期鍵的字典
expireEntry *head; // 過期列表頭節(jié)點(diǎn)
expireEntry *tl; // 過期列表尾節(jié)點(diǎn)
pthread_mutex_t lock; // 多線程安全的互斥鎖
} expireList;
expireList *createExpireList() {
expireList *expList- = malloc(sizeof(*expList));
expList->expireDict = dictCreate(&stringTableDictType, NULL);
expList->head = NULL;
expList->tl = NULL;
pthread_mutex_init(&expList->lock, NULL);
return expList;
}
void addExpireEntry(expireList *expList, void *key, time_t expireTime) {
expireEntry *entry = malloc(sizeof(*entry));
entry->key = key;
entry->expireTime = expireTime;
entry->next = NULL;
dictAdd(expList->expireDict, key, entry);
// 將過期鍵添加到過期列表中
pthread_mutex_lock(&expList->lock);
if (expList->tl) {
expList->tl->next = entry;
expList->tl = entry;
} else {
expList->head = expList->tl = entry;
}
pthread_mutex_unlock(&expList->lock);
}
void deleteExpireEntry(expireList *expList, void *key) {
expireEntry *entry = dictFetchValue(expList->expireDict, key);
if (entry) {
dictDelete(expList->expireDict, key);
// 從過期列表中刪除過期鍵
pthread_mutex_lock(&expList->lock);
if (expList->head == entry) {
expList->head = entry->next;
}
if (expList->tl == entry) {
expList->tl = NULL;
}
if (entry->next) {
entry->next = entry->next->next;
}
pthread_mutex_unlock(&expList->lock);
free(entry);
}
}
expireEntry *getExpireListHead(expireList *expList) {
return expList->head;
}
過期處理
接下來,我們需要把過期鍵列表交給多個(gè)線程處理。在每個(gè)線程中,遍歷本地過期鍵列表,并刪除過期鍵。需要注意的是,在刪除時(shí),需要同時(shí)刪除過期鍵的字典條目和過期列表節(jié)點(diǎn)。以下是線程函數(shù)的實(shí)現(xiàn)。
void *expireThread(void *arg) {
expireList *expList = arg;
while (1) {
sleep(EXPIRE_ONE_TIMES);
time_t now = time(NULL);
expireEntry *prev = NULL;
expireEntry *entry = getExpireListHead(expList);
while (entry) {
if (entry->expireTime
dictDelete(expList->expireDict, entry->key);
if (prev) {
prev->next = entry->next;
} else {
expList->head = entry->next;
}
if (!entry->next) {
expList->tl = prev;
}
free(entry);
printf("[Redis] Expire Thread: key %s expired.\n", entry->key);
} else {
prev = entry;
}
entry = entry->next;
}
}
return NULL;
}
在Redis啟動(dòng)時(shí),我們需要?jiǎng)?chuàng)建多個(gè)處理過期的線程,并將過期鍵添加到過期鍵列表中。以下是示例代碼。
#define THREADS_NUMBER 2 // 設(shè)置線程數(shù)量
// ...
expireList *expList = createExpireList();
pthread_t threads[THREADS_NUMBER];
for (int i = 0; i
pthread_create(&threads[i], NULL, expireThread, expList);
}
// ...
總結(jié)
通過使用多線程過期策略,我們可以提高Redis的并發(fā)性和清除效率。需要注意的是,過期鍵列表的維護(hù)需要實(shí)現(xiàn)多線程安全,避免出現(xiàn)并發(fā)錯(cuò)誤。同時(shí),在線程函數(shù)中,需要使用時(shí)間戳判斷是否過期,而不是在Redis中使用的精確過期時(shí)間。
完整代碼
以下是實(shí)現(xiàn)了多線程過期策略的Redis代碼。
#include
#include
#include
#include
#include "server.h"
#include "object.h"
#include "t_string.h"
#include "dict.h"
#define THREADS_NUMBER 2 // 設(shè)置線程數(shù)量
#define EXPIRE_ONE_TIMES 30 // 遍歷過期列表的時(shí)間間隔,單位為秒
typedef struct expireEntry {
void *key;
time_t expireTime;
struct expireEntry *next;
} expireEntry;
typedef struct {
dict *expireDict; // 維護(hù)過期鍵的字典
expireEntry *head; // 過期列表頭節(jié)點(diǎn)
expireEntry *tl; // 過期列表尾節(jié)點(diǎn)
pthread_mutex_t lock; // 多線程安全的互斥鎖
} expireList;
expireList *createExpireList() {
expireList *expList = malloc(sizeof(*expList));
expList->expireDict = dictCreate(&stringTableDictType, NULL);
expList->head = NULL;
expList->tl = NULL;
pthread_mutex_init(&expList->lock, NULL);
return expList;
}
void addExpireEntry(expireList *expList, void *key, time_t expireTime) {
expireEntry *entry = malloc(sizeof(*entry));
entry->key = key;
entry->expireTime = expireTime;
entry->next = NULL;
dictAdd(expList->expireDict, key, entry);
// 將過期鍵添加到過期列表中
pthread_mutex_lock(&expList->lock);
if (expList->tl) {
expList->tl->next = entry;
expList->tl = entry;
} else {
expList->head = expList->tl = entry;
}
pthread_mutex_unlock(&expList->lock);
}
void deleteExpireEntry(expireList *expList, void *key) {
expireEntry *entry = dictFetchValue(expList->expireDict, key);
if (entry) {
dictDelete(expList->expireDict, key);
// 從過期列表中刪除過期鍵
pthread_mutex_lock(&expList->lock);
if (expList->head == entry) {
expList->head = entry->next;
}
if (expList->tl == entry) {
expList->tl = NULL;
}
if (entry->next) {
entry->next = entry->next->next;
}
pthread_mutex_unlock(&expList->lock);
free(entry);
}
}
expireEntry *getExpireListHead(expireList *expList) {
return expList->head;
}
void *expireThread(void *arg) {
expireList *expList = arg;
while (1) {
sleep(EXPIRE_ONE_TIMES);
time_t now = time(NULL);
expireEntry *prev = NULL;
expireEntry *entry = getExpireListHead(expList);
while (entry) {
if (entry->expireTime
dictDelete(expList->expireDict, entry->key);
if (prev) {
prev->next = entry->next;
} else {
expList->head = entry->next;
}
if (!entry->next) {
expList->tl = prev;
}
free(entry);
printf("[Redis] Expire Thread: key %s expired.\n", entry->key);
} else {
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