Redis（二）：命令集构建及关键属性源码解析

上一篇文章，我们从框架层面，主要介绍了redis的启动过程，以及主要的命令处理流程逻辑。这些更多的都是些差不多的道理，而要细了解redis，则需要更细节的东西。

　　今天我们稍微内围的角度，来看看几个命令执行的重要方法，深入理解下redis的魅力所在。

首先，我们通过上一章知道，processCommand 是其业务主要入口,我们再来回顾下:

// server.c
/* If this function gets called we already read a whole
 * command, arguments are in the client argv/argc fields.
 * processCommand() execute the command or prepare the
 * server for a bulk read from the client.
 *
 * If C_OK is returned the client is still alive and valid and
 * other operations can be performed by the caller. Otherwise
 * if C_ERR is returned the client was destroyed (i.e. after QUIT). */
int processCommand(client *c) {
    /* The QUIT command is handled separately. Normal command procs will
     * go through checking for replication and QUIT will cause trouble
     * when FORCE_REPLICATION is enabled and would be implemented in
     * a regular command proc. */
    // 如果是 quit 命令，直接回复ok即可，由客户端主动关闭请求
    if (!strcasecmp(c->argv[0]->ptr,"quit")) {
        addReply(c,shared.ok);
        c->flags |= CLIENT_CLOSE_AFTER_REPLY;
        return C_ERR;
    }

    /* Now lookup the command and check ASAP about trivial error conditions
     * such as wrong arity, bad command name and so forth. */
    // 查找命令信息，根据第一个字符串进行查找，这个我们主要看看
    c->cmd = c->lastcmd = lookupCommand(c->argv[0]->ptr);
    // 验证命令查找是否找到，以及参数个数是否匹配，否则直接响应返回
    if (!c->cmd) {
        flagTransaction(c);
        addReplyErrorFormat(c,"unknown command '%s'",
            (char*)c->argv[0]->ptr);
        return C_OK;
    } else if ((c->cmd->arity > 0 && c->cmd->arity != c->argc) ||
               (c->argc < -c->cmd->arity)) {
        flagTransaction(c);
        addReplyErrorFormat(c,"wrong number of arguments for '%s' command",
            c->cmd->name);
        return C_OK;
    }

    /* Check if the user is authenticated */
    // 权限判定，只有先授权后，才能执行后续命令(auth 除外)
    if (server.requirepass && !c->authenticated && c->cmd->proc != authCommand)
    {
        flagTransaction(c);
        addReply(c,shared.noautherr);
        return C_OK;
    }

    /* If cluster is enabled perform the cluster redirection here.
     * However we don't perform the redirection if:
     * 1) The sender of this command is our master.
     * 2) The command has no key arguments. */
    // 集群非master写请求转移
    // 此处可见 flags 设计的重要性，代表了n多属性
    if (server.cluster_enabled &&
        !(c->flags & CLIENT_MASTER) &&
        !(c->flags & CLIENT_LUA &&
          server.lua_caller->flags & CLIENT_MASTER) &&
        !(c->cmd->getkeys_proc == NULL && c->cmd->firstkey == 0))
    {
        int hashslot;

        if (server.cluster->state != CLUSTER_OK) {
            flagTransaction(c);
            clusterRedirectClient(c,NULL,0,CLUSTER_REDIR_DOWN_STATE);
            return C_OK;
        } else {
            int error_code;
            clusterNode *n = getNodeByQuery(c,c->cmd,c->argv,c->argc,&hashslot,&error_code);
            if (n == NULL || n != server.cluster->myself) {
                flagTransaction(c);
                clusterRedirectClient(c,n,hashslot,error_code);
                return C_OK;
            }
        }
    }

    /* Handle the maxmemory directive.
     *
     * First we try to free some memory if possible (if there are volatile
     * keys in the dataset). If there are not the only thing we can do
     * is returning an error. */
    // 最大内存检查，释放
    if (server.maxmemory) {
        int retval = freeMemoryIfNeeded();
        /* freeMemoryIfNeeded may flush slave output buffers. This may result
         * into a slave, that may be the active client, to be freed. */
        if (server.current_client == NULL) return C_ERR;

        /* It was impossible to free enough memory, and the command the client
         * is trying to execute is denied during OOM conditions? Error. */
        if ((c->cmd->flags & CMD_DENYOOM) && retval == C_ERR) {
            flagTransaction(c);
            addReply(c, shared.oomerr);
            return C_OK;
        }
    }

    /* Don't accept write commands if there are problems persisting on disk
     * and if this is a master instance. */
    // 持久化异常检测，不接受写操作，不接受 ping
    if (((server.stop_writes_on_bgsave_err &&
          server.saveparamslen > 0 &&
          server.lastbgsave_status == C_ERR) ||
          server.aof_last_write_status == C_ERR) &&
        server.masterhost == NULL &&
        (c->cmd->flags & CMD_WRITE ||
         c->cmd->proc == pingCommand))
    {
        flagTransaction(c);
        if (server.aof_last_write_status == C_OK)
            addReply(c, shared.bgsaveerr);
        else
            addReplySds(c,
                sdscatprintf(sdsempty(),
                "-MISCONF Errors writing to the AOF file: %s\r\n",
                strerror(server.aof_last_write_errno)));
        return C_OK;
    }

    /* Don't accept write commands if there are not enough good slaves and
     * user configured the min-slaves-to-write option. */
    // slave 数量不够时，不接受写操作
    if (server.masterhost == NULL &&
        server.repl_min_slaves_to_write &&
        server.repl_min_slaves_max_lag &&
        c->cmd->flags & CMD_WRITE &&
        server.repl_good_slaves_count < server.repl_min_slaves_to_write)
    {
        flagTransaction(c);
        addReply(c, shared.noreplicaserr);
        return C_OK;
    }

    /* Don't accept write commands if this is a read only slave. But
     * accept write commands if this is our master. */
    // 只读 slave 不接受写操作
    if (server.masterhost && server.repl_slave_ro &&
        !(c->flags & CLIENT_MASTER) &&
        c->cmd->flags & CMD_WRITE)
    {
        addReply(c, shared.roslaveerr);
        return C_OK;
    }

    /* Only allow SUBSCRIBE and UNSUBSCRIBE in the context of Pub/Sub */
    // pub/sub 模式仅接受极少数命令
    if (c->flags & CLIENT_PUBSUB &&
        c->cmd->proc != pingCommand &&
        c->cmd->proc != subscribeCommand &&
        c->cmd->proc != unsubscribeCommand &&
        c->cmd->proc != psubscribeCommand &&
        c->cmd->proc != punsubscribeCommand) {
        addReplyError(c,"only (P)SUBSCRIBE / (P)UNSUBSCRIBE / PING / QUIT allowed in this context");
        return C_OK;
    }

    /* Only allow INFO and SLAVEOF when slave-serve-stale-data is no and
     * we are a slave with a broken link with master. */
    // 复制连接超时，slave-serve-stale-data: on 时可以处理请求
    if (server.masterhost && server.repl_state != REPL_STATE_CONNECTED &&
        server.repl_serve_stale_data == 0 &&
        !(c->cmd->flags & CMD_STALE))
    {
        flagTransaction(c);
        addReply(c, shared.masterdownerr);
        return C_OK;
    }

    /* Loading DB? Return an error if the command has not the
     * CMD_LOADING flag. */
    // db 还在加载中，不接受任何请求
    if (server.loading && !(c->cmd->flags & CMD_LOADING)) {
        addReply(c, shared.loadingerr);
        return C_OK;
    }

    /* Lua script too slow? Only allow a limited number of commands. */
    // lua 脚本执行缓慢时，仅接受少数命令
    if (server.lua_timedout &&
          c->cmd->proc != authCommand &&
          c->cmd->proc != replconfCommand &&
        !(c->cmd->proc == shutdownCommand &&
          c->argc == 2 &&
          tolower(((char*)c->argv[1]->ptr)[0]) == 'n') &&
        !(c->cmd->proc == scriptCommand &&
          c->argc == 2 &&
          tolower(((char*)c->argv[1]->ptr)[0]) == 'k'))
    {
        flagTransaction(c);
        addReply(c, shared.slowscripterr);
        return C_OK;
    }

    /* Exec the command */
    if (c->flags & CLIENT_MULTI &&
        c->cmd->proc != execCommand && c->cmd->proc != discardCommand &&
        c->cmd->proc != multiCommand && c->cmd->proc != watchCommand)
    {
        // 事务型命令，将命令入队
        queueMultiCommand(c);
        addReply(c,shared.queued);
    } else {
        // 非事务性命令，直接处理请求
        call(c,CMD_CALL_FULL);
        c->woff = server.master_repl_offset;
        // 如果有待处理事件，继续处理
        if (listLength(server.ready_keys))
            handleClientsBlockedOnLists();
    }
    return C_OK;
}

零、redis中的几个关键数据结构

---

1. redisServer

　　redisServer 是redis中最大的全局变量，负责保存客户端，配置信息，db 等等各种重要信息。各函数之间通信，也是隐藏的使用 redisServer 进行通信。它的定义是在 server.h 中，而 实例化则是在 server.c 中。

struct redisServer {
    /* General */
    pid_t pid;                  /* Main process pid. */
    char *configfile;           /* Absolute config file path, or NULL */
    char *executable;           /* Absolute executable file path. */
    char **exec_argv;           /* Executable argv vector (copy). */
    int hz;                     /* serverCron() calls frequency in hertz */
    redisDb *db;
    dict *commands;             /* Command table */
    dict *orig_commands;        /* Command table before command renaming. */
    aeEventLoop *el;
    unsigned lruclock:LRU_BITS; /* Clock for LRU eviction */
    int shutdown_asap;          /* SHUTDOWN needed ASAP */
    int activerehashing;        /* Incremental rehash in serverCron() */
    char *requirepass;          /* Pass for AUTH command, or NULL */
    char *pidfile;              /* PID file path */
    int arch_bits;              /* 32 or 64 depending on sizeof(long) */
    int cronloops;              /* Number of times the cron function run */
    char runid[CONFIG_RUN_ID_SIZE+1];  /* ID always different at every exec. */
    int sentinel_mode;          /* True if this instance is a Sentinel. */
    /* Networking */
    int port;                   /* TCP listening port */
    int tcp_backlog;            /* TCP listen() backlog */
    char *bindaddr[CONFIG_BINDADDR_MAX]; /* Addresses we should bind to */
    int bindaddr_count;         /* Number of addresses in server.bindaddr[] */
    char *unixsocket;           /* UNIX socket path */
    mode_t unixsocketperm;      /* UNIX socket permission */
    int ipfd[CONFIG_BINDADDR_MAX]; /* TCP socket file descriptors */
    int ipfd_count;             /* Used slots in ipfd[] */
    int sofd;                   /* Unix socket file descriptor */
    int cfd[CONFIG_BINDADDR_MAX];/* Cluster bus listening socket */
    int cfd_count;              /* Used slots in cfd[] */
    list *clients;              /* List of active clients */
    list *clients_to_close;     /* Clients to close asynchronously */
    list *clients_pending_write; /* There is to write or install handler. */
    list *slaves, *monitors;    /* List of slaves and MONITORs */
    client *current_client; /* Current client, only used on crash report */
    int clients_paused;         /* True if clients are currently paused */
    mstime_t clients_pause_end_time; /* Time when we undo clients_paused */
    char neterr[ANET_ERR_LEN];   /* Error buffer for anet.c */
    dict *migrate_cached_sockets;/* MIGRATE cached sockets */
    uint64_t next_client_id;    /* Next client unique ID. Incremental. */
    int protected_mode;         /* Don't accept external connections. */
    /* RDB / AOF loading information */
    int loading;                /* We are loading data from disk if true */
    off_t loading_total_bytes;
    off_t loading_loaded_bytes;
    time_t loading_start_time;
    off_t loading_process_events_interval_bytes;
    /* Fast pointers to often looked up command */
    struct redisCommand *delCommand, *multiCommand, *lpushCommand, *lpopCommand,
                        *rpopCommand, *sremCommand, *execCommand;
    /* Fields used only for stats */
    time_t stat_starttime;          /* Server start time */
    long long stat_numcommands;     /* Number of processed commands */
    long long stat_numconnections;  /* Number of connections received */
    long long stat_expiredkeys;     /* Number of expired keys */
    long long stat_evictedkeys;     /* Number of evicted keys (maxmemory) */
    long long stat_keyspace_hits;   /* Number of successful lookups of keys */
    long long stat_keyspace_misses; /* Number of failed lookups of keys */
    size_t stat_peak_memory;        /* Max used memory record */
    long long stat_fork_time;       /* Time needed to perform latest fork() */
    double stat_fork_rate;          /* Fork rate in GB/sec. */
    long long stat_rejected_conn;   /* Clients rejected because of maxclients */
    long long stat_sync_full;       /* Number of full resyncs with slaves. */
    long long stat_sync_partial_ok; /* Number of accepted PSYNC requests. */
    long long stat_sync_partial_err;/* Number of unaccepted PSYNC requests. */
    list *slowlog;                  /* SLOWLOG list of commands */
    long long slowlog_entry_id;     /* SLOWLOG current entry ID */
    long long slowlog_log_slower_than; /* SLOWLOG time limit (to get logged) */
    unsigned long slowlog_max_len;     /* SLOWLOG max number of items logged */
    size_t resident_set_size;       /* RSS sampled in serverCron(). */
    long long stat_net_input_bytes; /* Bytes read from network. */
    long long stat_net_output_bytes; /* Bytes written to network. */
    /* The following two are used to track instantaneous metrics, like
     * number of operations per second, network traffic. */
    struct {
        long long last_sample_time; /* Timestamp of last sample in ms */
        long long last_sample_count;/* Count in last sample */
        long long samples[STATS_METRIC_SAMPLES];
        int idx;
    } inst_metric[STATS_METRIC_COUNT];
    /* Configuration */
    int verbosity;                  /* Loglevel in redis.conf */
    int maxidletime;                /* Client timeout in seconds */
    int tcpkeepalive;               /* Set SO_KEEPALIVE if non-zero. */
    int active_expire_enabled;      /* Can be disabled for testing purposes. */
    size_t client_max_querybuf_len; /* Limit for client query buffer length */
    int dbnum;                      /* Total number of configured DBs */
    int supervised;                 /* 1 if supervised, 0 otherwise. */
    int supervised_mode;            /* See SUPERVISED_* */
    int daemonize;                  /* True if running as a daemon */
    clientBufferLimitsConfig client_obuf_limits[CLIENT_TYPE_OBUF_COUNT];
    /* AOF persistence */
    int aof_state;                  /* AOF_(ON|OFF|WAIT_REWRITE) */
    int aof_fsync;                  /* Kind of fsync() policy */
    char *aof_filename;             /* Name of the AOF file */
    int aof_no_fsync_on_rewrite;    /* Don't fsync if a rewrite is in prog. */
    int aof_rewrite_perc;           /* Rewrite AOF if % growth is > M and... */
    off_t aof_rewrite_min_size;     /* the AOF file is at least N bytes. */
    off_t aof_rewrite_base_size;    /* AOF size on latest startup or rewrite. */
    off_t aof_current_size;         /* AOF current size. */
    int aof_rewrite_scheduled;      /* Rewrite once BGSAVE terminates. */
    pid_t aof_child_pid;            /* PID if rewriting process */
    list *aof_rewrite_buf_blocks;   /* Hold changes during an AOF rewrite. */
    sds aof_buf;      /* AOF buffer, written before entering the event loop */
    int aof_fd;       /* File descriptor of currently selected AOF file */
    int aof_selected_db; /* Currently selected DB in AOF */
    time_t aof_flush_postponed_start; /* UNIX time of postponed AOF flush */
    time_t aof_last_fsync;            /* UNIX time of last fsync() */
    time_t aof_rewrite_time_last;   /* Time used by last AOF rewrite run. */
    time_t aof_rewrite_time_start;  /* Current AOF rewrite start time. */
    int aof_lastbgrewrite_status;   /* C_OK or C_ERR */
    unsigned long aof_delayed_fsync;  /* delayed AOF fsync() counter */
    int aof_rewrite_incremental_fsync;/* fsync incrementally while rewriting? */
    int aof_last_write_status;      /* C_OK or C_ERR */
    int aof_last_write_errno;       /* Valid if aof_last_write_status is ERR */
    int aof_load_truncated;         /* Don't stop on unexpected AOF EOF. */
    /* AOF pipes used to communicate between parent and child during rewrite. */
    int aof_pipe_write_data_to_child;
    int aof_pipe_read_data_from_parent;
    int aof_pipe_write_ack_to_parent;
    int aof_pipe_read_ack_from_child;
    int aof_pipe_write_ack_to_child;
    int aof_pipe_read_ack_from_parent;
    int aof_stop_sending_diff;     /* If true stop sending accumulated diffs
                                      to child process. */
    sds aof_child_diff;             /* AOF diff accumulator child side. */
    /* RDB persistence */
    long long dirty;                /* Changes to DB from the last save */
    long long dirty_before_bgsave;  /* Used to restore dirty on failed BGSAVE */
    pid_t rdb_child_pid;            /* PID of RDB saving child */
    struct saveparam *saveparams;   /* Save points array for RDB */
    int saveparamslen;              /* Number of saving points */
    char *rdb_filename;             /* Name of RDB file */
    int rdb_compression;            /* Use compression in RDB? */
    int rdb_checksum;               /* Use RDB checksum? */
    time_t lastsave;                /* Unix time of last successful save */
    time_t lastbgsave_try;          /* Unix time of last attempted bgsave */
    time_t rdb_save_time_last;      /* Time used by last RDB save run. */
    time_t rdb_save_time_start;     /* Current RDB save start time. */
    int rdb_child_type;             /* Type of save by active child. */
    int lastbgsave_status;          /* C_OK or C_ERR */
    int stop_writes_on_bgsave_err;  /* Don't allow writes if can't BGSAVE */
    int rdb_pipe_write_result_to_parent; /* RDB pipes used to return the state */
    int rdb_pipe_read_result_from_child; /* of each slave in diskless SYNC. */
    /* Propagation of commands in AOF / replication */
    redisOpArray also_propagate;    /* Additional command to propagate. */
    /* Logging */
    char *logfile;                  /* Path of log file */
    int syslog_enabled;             /* Is syslog enabled? */
    char *syslog_ident;             /* Syslog ident */
    int syslog_facility;            /* Syslog facility */
    /* Replication (master) */
    int slaveseldb;                 /* Last SELECTed DB in replication output */
    long long master_repl_offset;   /* Global replication offset */
    int repl_ping_slave_period;     /* Master pings the slave every N seconds */
    char *repl_backlog;             /* Replication backlog for partial syncs */
    long long repl_backlog_size;    /* Backlog circular buffer size */
    long long repl_backlog_histlen; /* Backlog actual data length */
    long long repl_backlog_idx;     /* Backlog circular buffer current offset */
    long long repl_backlog_off;     /* Replication offset of first byte in the
                                       backlog buffer. */
    time_t repl_backlog_time_limit; /* Time without slaves after the backlog
                                       gets released. */
    time_t repl_no_slaves_since;    /* We have no slaves since that time.
                                       Only valid if server.slaves len is 0. */
    int repl_min_slaves_to_write;   /* Min number of slaves to write. */
    int repl_min_slaves_max_lag;    /* Max lag of  slaves to write. */
    int repl_good_slaves_count;     /* Number of slaves with lag <= max_lag. */
    int repl_diskless_sync;         /* Send RDB to slaves sockets directly. */
    int repl_diskless_sync_delay;   /* Delay to start a diskless repl BGSAVE. */
    /* Replication (slave) */
    char *masterauth;               /* AUTH with this password with master */
    char *masterhost;               /* Hostname of master */
    int masterport;                 /* Port of master */
    int repl_timeout;               /* Timeout after N seconds of master idle */
    client *master;     /* Client that is master for this slave */
    client *cached_master; /* Cached master to be reused for PSYNC. */
    int repl_syncio_timeout; /* Timeout for synchronous I/O calls */
    int repl_state;          /* Replication status if the instance is a slave */
    off_t repl_transfer_size; /* Size of RDB to read from master during sync. */
    off_t repl_transfer_read; /* Amount of RDB read from master during sync. */
    off_t repl_transfer_last_fsync_off; /* Offset when we fsync-ed last time. */
    int repl_transfer_s;     /* Slave -> Master SYNC socket */
    int repl_transfer_fd;    /* Slave -> Master SYNC temp file descriptor */
    char *repl_transfer_tmpfile; /* Slave-> master SYNC temp file name */
    time_t repl_transfer_lastio; /* Unix time of the latest read, for timeout */
    int repl_serve_stale_data; /* Serve stale data when link is down? */
    int repl_slave_ro;          /* Slave is read only? */
    time_t repl_down_since; /* Unix time at which link with master went down */
    int repl_disable_tcp_nodelay;   /* Disable TCP_NODELAY after SYNC? */
    int slave_priority;             /* Reported in INFO and used by Sentinel. */
    char repl_master_runid[CONFIG_RUN_ID_SIZE+1];  /* Master run id for PSYNC. */
    long long repl_master_initial_offset;         /* Master PSYNC offset. */
    int repl_slave_lazy_flush;          /* Lazy FLUSHALL before loading DB? */
    /* Replication script cache. */
    dict *repl_scriptcache_dict;        /* SHA1 all slaves are aware of. */
    list *repl_scriptcache_fifo;        /* First in, first out LRU eviction. */
    unsigned int repl_scriptcache_size; /* Max number of elements. */
    /* Synchronous replication. */
    list *clients_waiting_acks;         /* Clients waiting in WAIT command. */
    int get_ack_from_slaves;            /* If true we send REPLCONF GETACK. */
    /* Limits */
    unsigned int maxclients;            /* Max number of simultaneous clients */
    unsigned long long maxmemory;   /* Max number of memory bytes to use */
    int maxmemory_policy;           /* Policy for key eviction */
    int maxmemory_samples;          /* Pricision of random sampling */
    /* Blocked clients */
    unsigned int bpop_blocked_clients; /* Number of clients blocked by lists */
    list *unblocked_clients; /* list of clients to unblock before next loop */
    list *ready_keys;        /* List of readyList structures for BLPOP & co */
    /* Sort parameters - qsort_r() is only available under BSD so we
     * have to take this state global, in order to pass it to sortCompare() */
    int sort_desc;
    int sort_alpha;
    int sort_bypattern;
    int sort_store;
    /* Zip structure config, see redis.conf for more information  */
    size_t hash_max_ziplist_entries;
    size_t hash_max_ziplist_value;
    size_t set_max_intset_entries;
    size_t zset_max_ziplist_entries;
    size_t zset_max_ziplist_value;
    size_t hll_sparse_max_bytes;
    /* List parameters */
    int list_max_ziplist_size;
    int list_compress_depth;
    /* time cache */
    time_t unixtime;    /* Unix time sampled every cron cycle. */
    long long mstime;   /* Like 'unixtime' but with milliseconds resolution. */
    /* Pubsub */
    dict *pubsub_channels;  /* Map channels to list of subscribed clients */
    list *pubsub_patterns;  /* A list of pubsub_patterns */
    int notify_keyspace_events; /* Events to propagate via Pub/Sub. This is an
                                   xor of NOTIFY_... flags. */
    /* Cluster */
    int cluster_enabled;      /* Is cluster enabled? */
    mstime_t cluster_node_timeout; /* Cluster node timeout. */
    char *cluster_configfile; /* Cluster auto-generated config file name. */
    struct clusterState *cluster;  /* State of the cluster */
    int cluster_migration_barrier; /* Cluster replicas migration barrier. */
    int cluster_slave_validity_factor; /* Slave max data age for failover. */
    int cluster_require_full_coverage; /* If true, put the cluster down if
                                          there is at least an uncovered slot.*/
    char *cluster_announce_ip;  /* IP address to announce on cluster bus. */
    int cluster_announce_port;     /* base port to announce on cluster bus. */
    int cluster_announce_bus_port; /* bus port to announce on cluster bus. */
    /* Scripting */
    lua_State *lua; /* The Lua interpreter. We use just one for all clients */
    client *lua_client;   /* The "fake client" to query Redis from Lua */
    client *lua_caller;   /* The client running EVAL right now, or NULL */
    dict *lua_scripts;         /* A dictionary of SHA1 -> Lua scripts */
    mstime_t lua_time_limit;  /* Script timeout in milliseconds */
    mstime_t lua_time_start;  /* Start time of script, milliseconds time */
    int lua_write_dirty;  /* True if a write command was called during the
                             execution of the current script. */
    int lua_random_dirty; /* True if a random command was called during the
                             execution of the current script. */
    int lua_replicate_commands; /* True if we are doing single commands repl. */
    int lua_multi_emitted;/* True if we already proagated MULTI. */
    int lua_repl;         /* Script replication flags for redis.set_repl(). */
    int lua_timedout;     /* True if we reached the time limit for script
                             execution. */
    int lua_kill;         /* Kill the script if true. */
    int lua_always_replicate_commands; /* Default replication type. */
    /* Lazy free */
    int lazyfree_lazy_eviction;
    int lazyfree_lazy_expire;
    int lazyfree_lazy_server_del;
    /* Latency monitor */
    long long latency_monitor_threshold;
    dict *latency_events;
    /* Assert & bug reporting */
    char *assert_failed;
    char *assert_file;
    int assert_line;
    int bug_report_start; /* True if bug report header was already logged. */
    int watchdog_period;  /* Software watchdog period in ms. 0 = off */
    /* System hardware info */
    size_t system_memory_size;  /* Total memory in system as reported by OS */
};
    // server.c, 实例化 server
    struct redisServer server; /* server global state */

2. redisObject

　　java有万事万物皆对象的说法，而redis中也可以用 一切皆 redisObject 来描述，可以说是最通用的redis数据结构。

typedef struct redisObject {
    // 类型, 4个字节
    unsigned type:4;
    // 编码, 4个字节
    unsigned encoding:4;
    // lru 时间, 24字节
    unsigned lru:LRU_BITS; /* lru time (relative to server.lruclock) */
    // 引用计数, 当引用为0时，意味着无用了
    int refcount;
    // 数据指针，存储任意数据
    void *ptr;
} robj;

3. redisDb

　　redisDb 是redis作为数据库的主要存储模型，承载了所有的业务数据存储。单从这点来说，要实现一个数据库貌似很简单，但实际却是很难。

typedef struct redisDb {
    // 一个数据库，就是一个kv字典，查找出 k 后，才能确定其数据类型 如 string, hash, list, set, zset
    dict *dict;                 /* The keyspace for this DB */
    // 过期数据队列
    dict *expires;              /* Timeout of keys with a timeout set */
    dict *blocking_keys;        /* Keys with clients waiting for data (BLPOP) */
    dict *ready_keys;           /* Blocked keys that received a PUSH */
    dict *watched_keys;         /* WATCHED keys for MULTI/EXEC CAS */
    struct evictionPoolEntry *eviction_pool;    /* Eviction pool of keys */
    // 数据库号, 默认是 16, 如果想支持更多数据库号，改外部db数组大小，增大这个值就可以了
   int id;                     /* Database ID */
    long long avg_ttl;          /* Average TTL, just for stats */
} redisDb;

4. client

　　每一个客户端连接，就是一个 client 实例，其中包含许多全局引用信息。比如解析完客户端请求之后，会把参数，数据库指针都放到 client 中。

typedef struct client {
    uint64_t id;            /* Client incremental unique ID. */
    // socket fd
    int fd;                 /* Client socket. */
    // 用户目前使用的db，所有的操作都是针对这个db的操作
    redisDb *db;            /* Pointer to currently SELECTed DB. */
    int dictid;             /* ID of the currently SELECTed DB. */
    robj *name;             /* As set by CLIENT SETNAME. */
    // 用户请求相关参数放置
    sds querybuf;           /* Buffer we use to accumulate client queries. */
    size_t querybuf_peak;   /* Recent (100ms or more) peak of querybuf size. */
    int argc;               /* Num of arguments of current command. */
    robj **argv;            /* Arguments of current command. */
    // 当前命令和上一个命令指针
    struct redisCommand *cmd, *lastcmd;  /* Last command executed. */
    int reqtype;            /* Request protocol type: PROTO_REQ_* */
    int multibulklen;       /* Number of multi bulk arguments left to read. */
    long bulklen;           /* Length of bulk argument in multi bulk request. */
    list *reply;            /* List of reply objects to send to the client. */
    unsigned long long reply_bytes; /* Tot bytes of objects in reply list. */
    size_t sentlen;         /* Amount of bytes already sent in the current
                               buffer or object being sent. */
    time_t ctime;           /* Client creation time. */
    time_t lastinteraction; /* Time of the last interaction, used for timeout */
    time_t obuf_soft_limit_reached_time;
    int flags;              /* Client flags: CLIENT_* macros. */
    // 是否已授权
    int authenticated;      /* When requirepass is non-NULL. */
    // 复制相关
    int replstate;          /* Replication state if this is a slave. */
    int repl_put_online_on_ack; /* Install slave write handler on ACK. */
    int repldbfd;           /* Replication DB file descriptor. */
    off_t repldboff;        /* Replication DB file offset. */
    off_t repldbsize;       /* Replication DB file size. */
    sds replpreamble;       /* Replication DB preamble. */
    long long reploff;      /* Replication offset if this is our master. */
    long long repl_ack_off; /* Replication ack offset, if this is a slave. */
    long long repl_ack_time;/* Replication ack time, if this is a slave. */
    long long psync_initial_offset; /* FULLRESYNC reply offset other slaves
                                       copying this slave output buffer
                                       should use. */
    char replrunid[CONFIG_RUN_ID_SIZE+1]; /* Master run id if is a master. */
    int slave_listening_port; /* As configured with: SLAVECONF listening-port */
    int slave_capa;         /* Slave capabilities: SLAVE_CAPA_* bitwise OR. */
    multiState mstate;      /* MULTI/EXEC state */
    int btype;              /* Type of blocking op if CLIENT_BLOCKED. */
    blockingState bpop;     /* blocking state */
    long long woff;         /* Last write global replication offset. */
    list *watched_keys;     /* Keys WATCHED for MULTI/EXEC CAS */
    dict *pubsub_channels;  /* channels a client is interested in (SUBSCRIBE) */
    list *pubsub_patterns;  /* patterns a client is interested in (SUBSCRIBE) */
    sds peerid;             /* Cached peer ID. */

    /* Response buffer */
    int bufpos;
    char buf[PROTO_REPLY_CHUNK_BYTES];
} client;

一、命令查找 dict

---

　　当一个请求发到redis服务器后，我们将其数据解析出来，自然先要明白命令是哪个，然后才知道如何处理它。我们看一下，redis是如何查找具体的处理命令的？

// server.c, 其实无非就是一个 map 形式的查找而已
struct redisCommand *lookupCommand(sds name) {
    // 直接基于 server.commands 查询， server.commands 是在启动的时候初始化好的
    return dictFetchValue(server.commands, name);
}
// dict.c , 查找字典, 返回任意类型的地址
void *dictFetchValue(dict *d, const void *key) {
    dictEntry *he;
    // 找到 dict 后，直接取其 value 即可，否则返回 NULL
    he = dictFind(d,key);
    return he ? dictGetVal(he) : NULL;
}
// dict.c, 查找字典 entry, 也就是 hashmap 那一套东西了
dictEntry *dictFind(dict *d, const void *key)
{
    dictEntry *he;
    unsigned int h, idx, table;

    if (d->ht[0].size == 0) return NULL; /* We don't have a table at all */
    // 如果正在进行 rehash 缩扩容, 则进行一次增量式rehash数据迁移，这是redis独有的玩意
    if (dictIsRehashing(d)) _dictRehashStep(d);
    h = dictHashKey(d, key);
    // 最大查找 ht的2个表，如果进行 rehash 的话，否则只遍历一次
    for (table = 0; table <= 1; table++) {
        idx = h & d->ht[table].sizemask;
        he = d->ht[table].table[idx];
        while(he) {
            // 找到对应元素，则返回，否则链表查询
            if (dictCompareKeys(d, key, he->key))
                return he;
            he = he->next;
        }
        // 如果没有进行rehash, 那么应当是一遍历就可以拿到结果或者拿不到
        if (!dictIsRehashing(d)) return NULL;
    }
    return NULL;
}
// dict.h, 只有 rehashidx=-1 才表示在进行 rehash, rehashidx 表示正在进行的rehash 的元素数
#define dictIsRehashing(d) ((d)->rehashidx != -1)
// dict.c, 内部rehash
/* This function performs just a step of rehashing, and only if there are
 * no safe iterators bound to our hash table. When we have iterators in the
 * middle of a rehashing we can't mess with the two hash tables otherwise
 * some element can be missed or duplicated.
 *
 * This function is called by common lookup or update operations in the
 * dictionary so that the hash table automatically migrates from H1 to H2
 * while it is actively used. */
static void _dictRehashStep(dict *d) {
    // 只会进行一次rehash 操作，不会用时很久
    if (d->iterators == 0) dictRehash(d,1);
}
// dict.c
/* Performs N steps of incremental rehashing. Returns 1 if there are still
 * keys to move from the old to the new hash table, otherwise 0 is returned.
 *
 * Note that a rehashing step consists in moving a bucket (that may have more
 * than one key as we use chaining) from the old to the new hash table, however
 * since part of the hash table may be composed of empty spaces, it is not
 * guaranteed that this function will rehash even a single bucket, since it
 * will visit at max N*10 empty buckets in total, otherwise the amount of
 * work it does would be unbound and the function may block for a long time. */
int dictRehash(dict *d, int n) {
    // 最大只会访问 n*10 个元素，避免长时间hash导致暂停
    int empty_visits = n*10; /* Max number of empty buckets to visit. */
    if (!dictIsRehashing(d)) return 0;
    // rehash 并不是一次性完成的，而是遇到  used=0, 则退出了
    while(n-- && d->ht[0].used != 0) {
        dictEntry *de, *nextde;

        /* Note that rehashidx can't overflow as we are sure there are more
         * elements because ht[0].used != 0 */
        assert(d->ht[0].size > (unsigned long)d->rehashidx);
        // 从上次 rehash 的地方开始进行, 如果中间的值都是空的，则本次不再进行深度rehash了
        while(d->ht[0].table[d->rehashidx] == NULL) {
            d->rehashidx++;
            if (--empty_visits == 0) return 1;
        }
        de = d->ht[0].table[d->rehashidx];
        /* Move all the keys in this bucket from the old to the new hash HT */
        // 针对找到的需要 rehash 的元素，做转移
        while(de) {
            unsigned int h;

            nextde = de->next;
            /* Get the index in the new hash table */
            h = dictHashKey(d, de->key) & d->ht[1].sizemask;
            // 解决冲突问题，与原有slot元素链接
            de->next = d->ht[1].table[h];
            d->ht[1].table[h] = de;
            d->ht[0].used--;
            d->ht[1].used++;
            de = nextde;
        }
        d->ht[0].table[d->rehashidx] = NULL;
        // rehashidx++, 表示正在进行的rehash
        d->rehashidx++;
    }

    /* Check if we already rehashed the whole table... */
    if (d->ht[0].used == 0) {
        zfree(d->ht[0].table);
        // rehash 完所有元素后，直接交换 ht 0/1
        d->ht[0] = d->ht[1];
        _dictReset(&d->ht[1]);
        d->rehashidx = -1;
        return 0;
    }

    /* More to rehash... */
    // 返回1代表还需要进行rehash
    return 1;
}

综上，可以看出一个 命令的查找过程，其实就是一个hash字典的查找过程。做的比较特别的优化是，进行rehash时，只做部分rehash,将停顿时间最大可能减小。使用 两个hash表进行互相替换，来保证数据的完整性。

　　hash表是个很有用的数据结构，上面是对对于命令的查找使用，但是对于后面的 kv 的查找，同样可以使用 dict 这种结构，所以后续对其他命令的解析时，只需注意其特有的处理方式即可。

二、溯源: 命令的添加

---

　　要想实现如上的查找，我们有必要了解下其是在何时添加的。下面，我们来看看，这些命令是如何写入到 server.commands 中的。

// server.c, 在进行配置初始化 initServerConfig() 时，添加命令集到 server.commands
/* Populates the Redis Command Table starting from the hard coded list
 * we have on top of redis.c file. */
void populateCommandTable(void) {
    int j;
    int numcommands = sizeof(redisCommandTable)/sizeof(struct redisCommand);

    for (j = 0; j < numcommands; j++) {
        // 通过在文件开头定义的一个数组，将命令集加入
        struct redisCommand *c = redisCommandTable+j;
        char *f = c->sflags;
        int retval1, retval2;
        // 转换 flags 到 command 中，用一个位表示一个 flag 标识
        while(*f != '\0') {
            switch(*f) {
            case 'w': c->flags |= CMD_WRITE; break;
            case 'r': c->flags |= CMD_READONLY; break;
            case 'm': c->flags |= CMD_DENYOOM; break;
            case 'a': c->flags |= CMD_ADMIN; break;
            case 'p': c->flags |= CMD_PUBSUB; break;
            case 's': c->flags |= CMD_NOSCRIPT; break;
            case 'R': c->flags |= CMD_RANDOM; break;
            case 'S': c->flags |= CMD_SORT_FOR_SCRIPT; break;
            case 'l': c->flags |= CMD_LOADING; break;
            case 't': c->flags |= CMD_STALE; break;
            case 'M': c->flags |= CMD_SKIP_MONITOR; break;
            case 'k': c->flags |= CMD_ASKING; break;
            case 'F': c->flags |= CMD_FAST; break;
            default: serverPanic("Unsupported command flag"); break;
            }
            f++;
        }
        // 添加 command 到 server.commands 中，不外乎就是 hash, rehash...
        retval1 = dictAdd(server.commands, sdsnew(c->name), c);
        /* Populate an additional dictionary that will be unaffected
         * by rename-command statements in redis.conf. */
        retval2 = dictAdd(server.orig_commands, sdsnew(c->name), c);
        serverAssert(retval1 == DICT_OK && retval2 == DICT_OK);
    }
}
// dict.c, 字典数据的添加，其实已经超过前面理解的范围
/* Add an element to the target hash table */
int dictAdd(dict *d, void *key, void *val)
{
    dictEntry *entry = dictAddRaw(d,key);

    if (!entry) return DICT_ERR;
    // 设置value到 entry 上
    dictSetVal(d, entry, val);
    return DICT_OK;
}
// 不过既然都到这里了，我们索性把dict的添加过程也给了解了吧，省得后面再花时间
// dict.c, 将 key 添加到 dict 中，并返回 dictEntry 添加的实例
/* Low level add. This function adds the entry but instead of setting
 * a value returns the dictEntry structure to the user, that will make
 * sure to fill the value field as he wishes.
 *
 * This function is also directly exposed to the user API to be called
 * mainly in order to store non-pointers inside the hash value, example:
 *
 * entry = dictAddRaw(dict,mykey);
 * if (entry != NULL) dictSetSignedIntegerVal(entry,1000);
 *
 * Return values:
 *
 * If key already exists NULL is returned.
 * If key was added, the hash entry is returned to be manipulated by the caller.
 */
dictEntry *dictAddRaw(dict *d, void *key)
{
    int index;
    dictEntry *entry;
    dictht *ht;
    // 和 dictFetchValue 一样，先检查 rehash 情况
    if (dictIsRehashing(d)) _dictRehashStep(d);

    /* Get the index of the new element, or -1 if
     * the element already exists. */
    // 如果元素已经存在，则返回 -1，否则走后续添加流程
    // 其含义是 元素只允许新增，不允许修改
    if ((index = _dictKeyIndex(d, key)) == -1)
        return NULL;

    /* Allocate the memory and store the new entry.
     * Insert the element in top, with the assumption that in a database
     * system it is more likely that recently added entries are accessed
     * more frequently. */
    ht = dictIsRehashing(d) ? &d->ht[1] : &d->ht[0];
    // 以链表形式保存数据
    entry = zmalloc(sizeof(*entry));
    entry->next = ht->table[index];
    ht->table[index] = entry;
    ht->used++;

    /* Set the hash entry fields. */
    // 将新组织的 entry 设置值到key上， 小技巧 do {} while(0); 的应用
    dictSetKey(d, entry, key);
    return entry;
}
// dict.c, 获取元素所在的数组下标
/* Returns the index of a free slot that can be populated with
 * a hash entry for the given 'key'.
 * If the key already exists, -1 is returned.
 *
 * Note that if we are in the process of rehashing the hash table, the
 * index is always returned in the context of the second (new) hash table. */
static int _dictKeyIndex(dict *d, const void *key)
{
    unsigned int h, idx, table;
    dictEntry *he;

    /* Expand the hash table if needed */
    // 做扩容操作
    if (_dictExpandIfNeeded(d) == DICT_ERR)
        return -1;
    /* Compute the key hash value */
    h = dictHashKey(d, key);
    for (table = 0; table <= 1; table++) {
        idx = h & d->ht[table].sizemask;
        /* Search if this slot does not already contain the given key */
        he = d->ht[table].table[idx];
        while(he) {
            if (dictCompareKeys(d, key, he->key))
                return -1;
            he = he->next;
        }
        if (!dictIsRehashing(d)) break;
    }
    return idx;
}

// 扩容过程
// dict.c, 
/* Expand the hash table if needed */
static int _dictExpandIfNeeded(dict *d)
{
    /* Incremental rehashing already in progress. Return. */
    if (dictIsRehashing(d)) return DICT_OK;

    /* If the hash table is empty expand it to the initial size. */
    // 默认 DICT_HT_INITIAL_SIZE=4
    if (d->ht[0].size == 0) return dictExpand(d, DICT_HT_INITIAL_SIZE);

    /* If we reached the 1:1 ratio, and we are allowed to resize the hash
     * table (global setting) or we should avoid it but the ratio between
     * elements/buckets is over the "safe" threshold, we resize doubling
     * the number of buckets. */
    // 扩容，直接 *2 后得到
    if (d->ht[0].used >= d->ht[0].size &&
        (dict_can_resize ||
         d->ht[0].used/d->ht[0].size > dict_force_resize_ratio))
    {
        return dictExpand(d, d->ht[0].used*2);
    }
    return DICT_OK;
}
// dict.c, 扩容，其实就是创建一个空的 dictht hash表，备用做一步步rehash
/* Expand or create the hash table */
int dictExpand(dict *d, unsigned long size)
{
    dictht n; /* the new hash table */
    // 大于 size的首个 2n次方作为 realsize
    unsigned long realsize = _dictNextPower(size);

    /* the size is invalid if it is smaller than the number of
     * elements already inside the hash table */
    if (dictIsRehashing(d) || d->ht[0].used > size)
        return DICT_ERR;

    /* Rehashing to the same table size is not useful. */
    if (realsize == d->ht[0].size) return DICT_ERR;

    /* Allocate the new hash table and initialize all pointers to NULL */
    n.size = realsize;
    n.sizemask = realsize-1;
    n.table = zcalloc(realsize*sizeof(dictEntry*));
    n.used = 0;

    /* Is this the first initialization? If so it's not really a rehashing
     * we just set the first hash table so that it can accept keys. */
    if (d->ht[0].table == NULL) {
        d->ht[0] = n;
        return DICT_OK;
    }

    /* Prepare a second hash table for incremental rehashing */
    // 将新开辟的 hash 表赋给 ht[1], 并将 rehashidx=0, 表示需要进行rehash
    // 然后，后续任务就依次进入rehash阶段了
    d->ht[1] = n;
    d->rehashidx = 0;
    return DICT_OK;
}
// dict.h, setVal, setKey, do while 0 防止宏编译报错
#define dictSetKey(d, entry, _key_) do { \
    if ((d)->type->keyDup) \
        entry->key = (d)->type->keyDup((d)->privdata, _key_); \
    else \
        entry->key = (_key_); \
} while(0)
#define dictSetVal(d, entry, _val_) do { \
    if ((d)->type->valDup) \
        entry->v.val = (d)->type->valDup((d)->privdata, _val_); \
    else \
        entry->v.val = (_val_); \
} while(0)

以上，自然就是一个 hash 表插入数据过程，然后 server.commands 就有数据了，请求进来自然就可以处理了。

三、命令集的定义

---

　　在server.c的头部，就有一个数组，专门用于定义各个命令的处理方法，并最终被初始化到 server.commands 中。

/* Our command table.
 *
 * Every entry is composed of the following fields:
 *
 * name: a string representing the command name.
 * function: pointer to the C function implementing the command.
 * arity: number of arguments, it is possible to use -N to say >= N
 * sflags: command flags as string. See below for a table of flags.
 * flags: flags as bitmask. Computed by Redis using the 'sflags' field.
 * get_keys_proc: an optional function to get key arguments from a command.
 *                This is only used when the following three fields are not
 *                enough to specify what arguments are keys.
 * first_key_index: first argument that is a key
 * last_key_index: last argument that is a key
 * key_step: step to get all the keys from first to last argument. For instance
 *           in MSET the step is two since arguments are key,val,key,val,...
 * microseconds: microseconds of total execution time for this command.
 * calls: total number of calls of this command.
 *
 * The flags, microseconds and calls fields are computed by Redis and should
 * always be set to zero.
 *
 * Command flags are expressed using strings where every character represents
 * a flag. Later the populateCommandTable() function will take care of
 * populating the real 'flags' field using this characters.
 *
 * This is the meaning of the flags:
 *
 * w: write command (may modify the key space).
 * r: read command  (will never modify the key space).
 * m: may increase memory usage once called. Don't allow if out of memory.
 * a: admin command, like SAVE or SHUTDOWN.
 * p: Pub/Sub related command.
 * f: force replication of this command, regardless of server.dirty.
 * s: command not allowed in scripts.
 * R: random command. Command is not deterministic, that is, the same command
 *    with the same arguments, with the same key space, may have different
 *    results. For instance SPOP and RANDOMKEY are two random commands.
 * S: Sort command output array if called from script, so that the output
 *    is deterministic.
 * l: Allow command while loading the database.
 * t: Allow command while a slave has stale data but is not allowed to
 *    server this data. Normally no command is accepted in this condition
 *    but just a few.
 * M: Do not automatically propagate the command on MONITOR.
 * k: Perform an implicit ASKING for this command, so the command will be
 *    accepted in cluster mode if the slot is marked as 'importing'.
 * F: Fast command: O(1) or O(log(N)) command that should never delay
 *    its execution as long as the kernel scheduler is giving us time.
 *    Note that commands that may trigger a DEL as a side effect (like SET)
 *    are not fast commands.
 */
struct redisCommand redisCommandTable[] = {
    {"get",getCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"set",setCommand,-3,"wm",0,NULL,1,1,1,0,0},
    {"setnx",setnxCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"setex",setexCommand,4,"wm",0,NULL,1,1,1,0,0},
    {"psetex",psetexCommand,4,"wm",0,NULL,1,1,1,0,0},
    {"append",appendCommand,3,"wm",0,NULL,1,1,1,0,0},
    {"strlen",strlenCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"del",delCommand,-2,"w",0,NULL,1,-1,1,0,0},
    {"unlink",unlinkCommand,-2,"wF",0,NULL,1,-1,1,0,0},
    {"exists",existsCommand,-2,"rF",0,NULL,1,-1,1,0,0},
    {"setbit",setbitCommand,4,"wm",0,NULL,1,1,1,0,0},
    {"getbit",getbitCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"setrange",setrangeCommand,4,"wm",0,NULL,1,1,1,0,0},
    {"getrange",getrangeCommand,4,"r",0,NULL,1,1,1,0,0},
    {"substr",getrangeCommand,4,"r",0,NULL,1,1,1,0,0},
    {"incr",incrCommand,2,"wmF",0,NULL,1,1,1,0,0},
    {"decr",decrCommand,2,"wmF",0,NULL,1,1,1,0,0},
    {"mget",mgetCommand,-2,"r",0,NULL,1,-1,1,0,0},
    {"rpush",rpushCommand,-3,"wmF",0,NULL,1,1,1,0,0},
    {"lpush",lpushCommand,-3,"wmF",0,NULL,1,1,1,0,0},
    {"rpushx",rpushxCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"lpushx",lpushxCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"linsert",linsertCommand,5,"wm",0,NULL,1,1,1,0,0},
    {"rpop",rpopCommand,2,"wF",0,NULL,1,1,1,0,0},
    {"lpop",lpopCommand,2,"wF",0,NULL,1,1,1,0,0},
    {"brpop",brpopCommand,-3,"ws",0,NULL,1,1,1,0,0},
    {"brpoplpush",brpoplpushCommand,4,"wms",0,NULL,1,2,1,0,0},
    {"blpop",blpopCommand,-3,"ws",0,NULL,1,-2,1,0,0},
    {"llen",llenCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"lindex",lindexCommand,3,"r",0,NULL,1,1,1,0,0},
    {"lset",lsetCommand,4,"wm",0,NULL,1,1,1,0,0},
    {"lrange",lrangeCommand,4,"r",0,NULL,1,1,1,0,0},
    {"ltrim",ltrimCommand,4,"w",0,NULL,1,1,1,0,0},
    {"lrem",lremCommand,4,"w",0,NULL,1,1,1,0,0},
    {"rpoplpush",rpoplpushCommand,3,"wm",0,NULL,1,2,1,0,0},
    {"sadd",saddCommand,-3,"wmF",0,NULL,1,1,1,0,0},
    {"srem",sremCommand,-3,"wF",0,NULL,1,1,1,0,0},
    {"smove",smoveCommand,4,"wF",0,NULL,1,2,1,0,0},
    {"sismember",sismemberCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"scard",scardCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"spop",spopCommand,-2,"wRsF",0,NULL,1,1,1,0,0},
    {"srandmember",srandmemberCommand,-2,"rR",0,NULL,1,1,1,0,0},
    {"sinter",sinterCommand,-2,"rS",0,NULL,1,-1,1,0,0},
    {"sinterstore",sinterstoreCommand,-3,"wm",0,NULL,1,-1,1,0,0},
    {"sunion",sunionCommand,-2,"rS",0,NULL,1,-1,1,0,0},
    {"sunionstore",sunionstoreCommand,-3,"wm",0,NULL,1,-1,1,0,0},
    {"sdiff",sdiffCommand,-2,"rS",0,NULL,1,-1,1,0,0},
    {"sdiffstore",sdiffstoreCommand,-3,"wm",0,NULL,1,-1,1,0,0},
    {"smembers",sinterCommand,2,"rS",0,NULL,1,1,1,0,0},
    {"sscan",sscanCommand,-3,"rR",0,NULL,1,1,1,0,0},
    {"zadd",zaddCommand,-4,"wmF",0,NULL,1,1,1,0,0},
    {"zincrby",zincrbyCommand,4,"wmF",0,NULL,1,1,1,0,0},
    {"zrem",zremCommand,-3,"wF",0,NULL,1,1,1,0,0},
    {"zremrangebyscore",zremrangebyscoreCommand,4,"w",0,NULL,1,1,1,0,0},
    {"zremrangebyrank",zremrangebyrankCommand,4,"w",0,NULL,1,1,1,0,0},
    {"zremrangebylex",zremrangebylexCommand,4,"w",0,NULL,1,1,1,0,0},
    {"zunionstore",zunionstoreCommand,-4,"wm",0,zunionInterGetKeys,0,0,0,0,0},
    {"zinterstore",zinterstoreCommand,-4,"wm",0,zunionInterGetKeys,0,0,0,0,0},
    {"zrange",zrangeCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zrangebyscore",zrangebyscoreCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zrevrangebyscore",zrevrangebyscoreCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zrangebylex",zrangebylexCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zrevrangebylex",zrevrangebylexCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zcount",zcountCommand,4,"rF",0,NULL,1,1,1,0,0},
    {"zlexcount",zlexcountCommand,4,"rF",0,NULL,1,1,1,0,0},
    {"zrevrange",zrevrangeCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"zcard",zcardCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"zscore",zscoreCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"zrank",zrankCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"zrevrank",zrevrankCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"zscan",zscanCommand,-3,"rR",0,NULL,1,1,1,0,0},
    {"hset",hsetCommand,4,"wmF",0,NULL,1,1,1,0,0},
    {"hsetnx",hsetnxCommand,4,"wmF",0,NULL,1,1,1,0,0},
    {"hget",hgetCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"hmset",hmsetCommand,-4,"wm",0,NULL,1,1,1,0,0},
    {"hmget",hmgetCommand,-3,"r",0,NULL,1,1,1,0,0},
    {"hincrby",hincrbyCommand,4,"wmF",0,NULL,1,1,1,0,0},
    {"hincrbyfloat",hincrbyfloatCommand,4,"wmF",0,NULL,1,1,1,0,0},
    {"hdel",hdelCommand,-3,"wF",0,NULL,1,1,1,0,0},
    {"hlen",hlenCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"hstrlen",hstrlenCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"hkeys",hkeysCommand,2,"rS",0,NULL,1,1,1,0,0},
    {"hvals",hvalsCommand,2,"rS",0,NULL,1,1,1,0,0},
    {"hgetall",hgetallCommand,2,"r",0,NULL,1,1,1,0,0},
    {"hexists",hexistsCommand,3,"rF",0,NULL,1,1,1,0,0},
    {"hscan",hscanCommand,-3,"rR",0,NULL,1,1,1,0,0},
    {"incrby",incrbyCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"decrby",decrbyCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"incrbyfloat",incrbyfloatCommand,3,"wmF",0,NULL,1,1,1,0,0},
    {"getset",getsetCommand,3,"wm",0,NULL,1,1,1,0,0},
    {"mset",msetCommand,-3,"wm",0,NULL,1,-1,2,0,0},
    {"msetnx",msetnxCommand,-3,"wm",0,NULL,1,-1,2,0,0},
    {"randomkey",randomkeyCommand,1,"rR",0,NULL,0,0,0,0,0},
    {"select",selectCommand,2,"rlF",0,NULL,0,0,0,0,0},
    {"move",moveCommand,3,"wF",0,NULL,1,1,1,0,0},
    {"rename",renameCommand,3,"w",0,NULL,1,2,1,0,0},
    {"renamenx",renamenxCommand,3,"wF",0,NULL,1,2,1,0,0},
    {"expire",expireCommand,3,"wF",0,NULL,1,1,1,0,0},
    {"expireat",expireatCommand,3,"wF",0,NULL,1,1,1,0,0},
    {"pexpire",pexpireCommand,3,"wF",0,NULL,1,1,1,0,0},
    {"pexpireat",pexpireatCommand,3,"wF",0,NULL,1,1,1,0,0},
    {"keys",keysCommand,2,"rS",0,NULL,0,0,0,0,0},
    {"scan",scanCommand,-2,"rR",0,NULL,0,0,0,0,0},
    {"dbsize",dbsizeCommand,1,"rF",0,NULL,0,0,0,0,0},
    {"auth",authCommand,2,"rsltF",0,NULL,0,0,0,0,0},
    {"ping",pingCommand,-1,"rtF",0,NULL,0,0,0,0,0},
    {"echo",echoCommand,2,"rF",0,NULL,0,0,0,0,0},
    {"save",saveCommand,1,"ars",0,NULL,0,0,0,0,0},
    {"bgsave",bgsaveCommand,1,"ar",0,NULL,0,0,0,0,0},
    {"bgrewriteaof",bgrewriteaofCommand,1,"ar",0,NULL,0,0,0,0,0},
    {"shutdown",shutdownCommand,-1,"arlt",0,NULL,0,0,0,0,0},
    {"lastsave",lastsaveCommand,1,"rRF",0,NULL,0,0,0,0,0},
    {"type",typeCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"multi",multiCommand,1,"rsF",0,NULL,0,0,0,0,0},
    {"exec",execCommand,1,"sM",0,NULL,0,0,0,0,0},
    {"discard",discardCommand,1,"rsF",0,NULL,0,0,0,0,0},
    {"sync",syncCommand,1,"ars",0,NULL,0,0,0,0,0},
    {"psync",syncCommand,3,"ars",0,NULL,0,0,0,0,0},
    {"replconf",replconfCommand,-1,"arslt",0,NULL,0,0,0,0,0},
    {"flushdb",flushdbCommand,-1,"w",0,NULL,0,0,0,0,0},
    {"flushall",flushallCommand,-1,"w",0,NULL,0,0,0,0,0},
    {"sort",sortCommand,-2,"wm",0,sortGetKeys,1,1,1,0,0},
    {"info",infoCommand,-1,"rlt",0,NULL,0,0,0,0,0},
    {"monitor",monitorCommand,1,"ars",0,NULL,0,0,0,0,0},
    {"ttl",ttlCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"pttl",pttlCommand,2,"rF",0,NULL,1,1,1,0,0},
    {"persist",persistCommand,2,"wF",0,NULL,1,1,1,0,0},
    {"slaveof",slaveofCommand,3,"ast",0,NULL,0,0,0,0,0},
    {"role",roleCommand,1,"lst",0,NULL,0,0,0,0,0},
    {"debug",debugCommand,-2,"as",0,NULL,0,0,0,0,0},
    {"config",configCommand,-2,"art",0,NULL,0,0,0,0,0},
    {"subscribe",subscribeCommand,-2,"rpslt",0,NULL,0,0,0,0,0},
    {"unsubscribe",unsubscribeCommand,-1,"rpslt",0,NULL,0,0,0,0,0},
    {"psubscribe",psubscribeCommand,-2,"rpslt",0,NULL,0,0,0,0,0},
    {"punsubscribe",punsubscribeCommand,-1,"rpslt",0,NULL,0,0,0,0,0},
    {"publish",publishCommand,3,"pltrF",0,NULL,0,0,0,0,0},
    {"pubsub",pubsubCommand,-2,"pltrR",0,NULL,0,0,0,0,0},
    {"watch",watchCommand,-2,"rsF",0,NULL,1,-1,1,0,0},
    {"unwatch",unwatchCommand,1,"rsF",0,NULL,0,0,0,0,0},
    {"cluster",clusterCommand,-2,"ar",0,NULL,0,0,0,0,0},
    {"restore",restoreCommand,-4,"wm",0,NULL,1,1,1,0,0},
    {"restore-asking",restoreCommand,-4,"wmk",0,NULL,1,1,1,0,0},
    {"migrate",migrateCommand,-6,"w",0,migrateGetKeys,0,0,0,0,0},
    {"asking",askingCommand,1,"r",0,NULL,0,0,0,0,0},
    {"readonly",readonlyCommand,1,"rF",0,NULL,0,0,0,0,0},
    {"readwrite",readwriteCommand,1,"rF",0,NULL,0,0,0,0,0},
    {"dump",dumpCommand,2,"r",0,NULL,1,1,1,0,0},
    {"object",objectCommand,3,"r",0,NULL,2,2,2,0,0},
    {"client",clientCommand,-2,"rs",0,NULL,0,0,0,0,0},
    {"eval",evalCommand,-3,"s",0,evalGetKeys,0,0,0,0,0},
    {"evalsha",evalShaCommand,-3,"s",0,evalGetKeys,0,0,0,0,0},
    {"slowlog",slowlogCommand,-2,"r",0,NULL,0,0,0,0,0},
    {"script",scriptCommand,-2,"rs",0,NULL,0,0,0,0,0},
    {"time",timeCommand,1,"rRF",0,NULL,0,0,0,0,0},
    {"bitop",bitopCommand,-4,"wm",0,NULL,2,-1,1,0,0},
    {"bitcount",bitcountCommand,-2,"r",0,NULL,1,1,1,0,0},
    {"bitpos",bitposCommand,-3,"r",0,NULL,1,1,1,0,0},
    {"wait",waitCommand,3,"rs",0,NULL,0,0,0,0,0},
    {"command",commandCommand,0,"rlt",0,NULL,0,0,0,0,0},
    {"geoadd",geoaddCommand,-5,"wm",0,NULL,1,1,1,0,0},
    {"georadius",georadiusCommand,-6,"r",0,NULL,1,1,1,0,0},
    {"georadiusbymember",georadiusByMemberCommand,-5,"r",0,NULL,1,1,1,0,0},
    {"geohash",geohashCommand,-2,"r",0,NULL,1,1,1,0,0},
    {"geopos",geoposCommand,-2,"r",0,NULL,1,1,1,0,0},
    {"geodist",geodistCommand,-4,"r",0,NULL,1,1,1,0,0},
    {"pfselftest",pfselftestCommand,1,"r",0,NULL,0,0,0,0,0},
    {"pfadd",pfaddCommand,-2,"wmF",0,NULL,1,1,1,0,0},
    {"pfcount",pfcountCommand,-2,"r",0,NULL,1,-1,1,0,0},
    {"pfmerge",pfmergeCommand,-2,"wm",0,NULL,1,-1,1,0,0},
    {"pfdebug",pfdebugCommand,-3,"w",0,NULL,0,0,0,0,0},
    {"latency",latencyCommand,-2,"arslt",0,NULL,0,0,0,0,0}
};

可以说，核心功能都是在这里定义的哟（小手册），如果想自己添加功能，也是从这里开始，然后去实现它。其中，lua的调用则直接使用 eval进行即可。

四、执行命令的模板方法

---

　　调用真正命令之前，之后，会各种判断，才可以进行命令的调用。这也是数据库的与简单函数调用的差别之一。

// server.c, call 框架
/* Call() is the core of Redis execution of a command.
 *
 * The following flags can be passed:
 * CMD_CALL_NONE        No flags.
 * CMD_CALL_SLOWLOG     Check command speed and log in the slow log if needed.
 * CMD_CALL_STATS       Populate command stats.
 * CMD_CALL_PROPAGATE_AOF   Append command to AOF if it modified the dataset
 *                          or if the client flags are forcing propagation.
 * CMD_CALL_PROPAGATE_REPL  Send command to salves if it modified the dataset
 *                          or if the client flags are forcing propagation.
 * CMD_CALL_PROPAGATE   Alias for PROPAGATE_AOF|PROPAGATE_REPL.
 * CMD_CALL_FULL        Alias for SLOWLOG|STATS|PROPAGATE.
 *
 * The exact propagation behavior depends on the client flags.
 * Specifically:
 *
 * 1. If the client flags CLIENT_FORCE_AOF or CLIENT_FORCE_REPL are set
 *    and assuming the corresponding CMD_CALL_PROPAGATE_AOF/REPL is set
 *    in the call flags, then the command is propagated even if the
 *    dataset was not affected by the command.
 * 2. If the client flags CLIENT_PREVENT_REPL_PROP or CLIENT_PREVENT_AOF_PROP
 *    are set, the propagation into AOF or to slaves is not performed even
 *    if the command modified the dataset.
 *
 * Note that regardless of the client flags, if CMD_CALL_PROPAGATE_AOF
 * or CMD_CALL_PROPAGATE_REPL are not set, then respectively AOF or
 * slaves propagation will never occur.
 *
 * Client flags are modified by the implementation of a given command
 * using the following API:
 *
 * forceCommandPropagation(client *c, int flags);
 * preventCommandPropagation(client *c);
 * preventCommandAOF(client *c);
 * preventCommandReplication(client *c);
 *
 */
void call(client *c, int flags) {
    long long dirty, start, duration;
    int client_old_flags = c->flags;

    /* Sent the command to clients in MONITOR mode, only if the commands are
     * not generated from reading an AOF. */
    // monitors 模式下，先把命令传播给需要的客户端
    if (listLength(server.monitors) &&
        !server.loading &&
        !(c->cmd->flags & (CMD_SKIP_MONITOR|CMD_ADMIN)))
    {
        replicationFeedMonitors(c,server.monitors,c->db->id,c->argv,c->argc);
    }

    /* Initialization: clear the flags that must be set by the command on
     * demand, and initialize the array for additional commands propagation. */
    c->flags &= ~(CLIENT_FORCE_AOF|CLIENT_FORCE_REPL|CLIENT_PREVENT_PROP);
    // 重置 server.also_propagate
    redisOpArrayInit(&server.also_propagate);

    /* Call the command. */
    // 调用具体命令操作，该命令会自已负责客户端的响应，外部仅记录时间
    dirty = server.dirty;
    start = ustime();
    c->cmd->proc(c);
    duration = ustime()-start;
    dirty = server.dirty-dirty;
    if (dirty < 0) dirty = 0;

    /* When EVAL is called loading the AOF we don't want commands called
     * from Lua to go into the slowlog or to populate statistics. */
    if (server.loading && c->flags & CLIENT_LUA)
        flags &= ~(CMD_CALL_SLOWLOG | CMD_CALL_STATS);

    /* If the caller is Lua, we want to force the EVAL caller to propagate
     * the script if the command flag or client flag are forcing the
     * propagation. */
    if (c->flags & CLIENT_LUA && server.lua_caller) {
        if (c->flags & CLIENT_FORCE_REPL)
            server.lua_caller->flags |= CLIENT_FORCE_REPL;
        if (c->flags & CLIENT_FORCE_AOF)
            server.lua_caller->flags |= CLIENT_FORCE_AOF;
    }

    /* Log the command into the Slow log if needed, and populate the
     * per-command statistics that we show in INFO commandstats. */
    // 慢查询日志记录
    if (flags & CMD_CALL_SLOWLOG && c->cmd->proc != execCommand) {
        char *latency_event = (c->cmd->flags & CMD_FAST) ?
                              "fast-command" : "command";
        latencyAddSampleIfNeeded(latency_event,duration/1000);
        slowlogPushEntryIfNeeded(c->argv,c->argc,duration);
    }
    if (flags & CMD_CALL_STATS) {
        c->cmd->microseconds += duration;
        c->cmd->calls++;
    }

    /* Propagate the command into the AOF and replication link */
    if (flags & CMD_CALL_PROPAGATE &&
        (c->flags & CLIENT_PREVENT_PROP) != CLIENT_PREVENT_PROP)
    {
        int propagate_flags = PROPAGATE_NONE;

        /* Check if the command operated changes in the data set. If so
         * set for replication / AOF propagation. */
        if (dirty) propagate_flags |= (PROPAGATE_AOF|PROPAGATE_REPL);

        /* If the client forced AOF / replication of the command, set
         * the flags regardless of the command effects on the data set. */
        if (c->flags & CLIENT_FORCE_REPL) propagate_flags |= PROPAGATE_REPL;
        if (c->flags & CLIENT_FORCE_AOF) propagate_flags |= PROPAGATE_AOF;

        /* However prevent AOF / replication propagation if the command
         * implementatino called preventCommandPropagation() or similar,
         * or if we don't have the call() flags to do so. */
        if (c->flags & CLIENT_PREVENT_REPL_PROP ||
            !(flags & CMD_CALL_PROPAGATE_REPL))
                propagate_flags &= ~PROPAGATE_REPL;
        if (c->flags & CLIENT_PREVENT_AOF_PROP ||
            !(flags & CMD_CALL_PROPAGATE_AOF))
                propagate_flags &= ~PROPAGATE_AOF;

        /* Call propagate() only if at least one of AOF / replication
         * propagation is needed. */
        // 只要不是 PROPAGATE_NONE, 都会进行命令传播
        if (propagate_flags != PROPAGATE_NONE)
            propagate(c->cmd,c->db->id,c->argv,c->argc,propagate_flags);
    }

    /* Restore the old replication flags, since call() can be executed
     * recursively. */
    c->flags &= ~(CLIENT_FORCE_AOF|CLIENT_FORCE_REPL|CLIENT_PREVENT_PROP);
    c->flags |= client_old_flags &
        (CLIENT_FORCE_AOF|CLIENT_FORCE_REPL|CLIENT_PREVENT_PROP);

    /* Handle the alsoPropagate() API to handle commands that want to propagate
     * multiple separated commands. Note that alsoPropagate() is not affected
     * by CLIENT_PREVENT_PROP flag. */
    if (server.also_propagate.numops) {
        int j;
        redisOp *rop;
        // 命令传播到 server.also_propagate 中
        if (flags & CMD_CALL_PROPAGATE) {
            for (j = 0; j < server.also_propagate.numops; j++) {
                rop = &server.also_propagate.ops[j];
                int target = rop->target;
                /* Whatever the command wish is, we honor the call() flags. */
                if (!(flags&CMD_CALL_PROPAGATE_AOF)) target &= ~PROPAGATE_AOF;
                if (!(flags&CMD_CALL_PROPAGATE_REPL)) target &= ~PROPAGATE_REPL;
                if (target)
                    propagate(rop->cmd,rop->dbid,rop->argv,rop->argc,target);
            }
        }
        redisOpArrayFree(&server.also_propagate);
    }
    server.stat_numcommands++;
}

四、响应客户端

　　响应客户端可以使用addReply(), 当然还有其他简化版本, 道理一致。

// networking.c, 向 client c 中响应数据 obj    
/* -----------------------------------------------------------------------------
 * Higher level functions to queue data on the client output buffer.
 * The following functions are the ones that commands implementations will call.
 * -------------------------------------------------------------------------- */

void addReply(client *c, robj *obj) {
    // 客户端连接不可写时，直接返回本次写操作
    if (prepareClientToWrite(c) != C_OK) return;

    /* This is an important place where we can avoid copy-on-write
     * when there is a saving child running, avoiding touching the
     * refcount field of the object if it's not needed.
     *
     * If the encoding is RAW and there is room in the static buffer
     * we'll be able to send the object to the client without
     * messing with its page. */
    // 检测编码是否是 OBJ_ENCODING_RAW/OBJ_ENCODING_EMBSTR
    if (sdsEncodedObject(obj)) {
        // 将数据添加到 c->buf 中
        // 添加失败则将 obj 直接添加到 c->reply 队列中
        if (_addReplyToBuffer(c,obj->ptr,sdslen(obj->ptr)) != C_OK)
            _addReplyObjectToList(c,obj);
    } else if (obj->encoding == OBJ_ENCODING_INT) {
        /* Optimization: if there is room in the static buffer for 32 bytes
         * (more than the max chars a 64 bit integer can take as string) we
         * avoid decoding the object and go for the lower level approach. */
        if (listLength(c->reply) == 0 && (sizeof(c->buf) - c->bufpos) >= 32) {
            char buf[32];
            int len;

            len = ll2string(buf,sizeof(buf),(long)obj->ptr);
            if (_addReplyToBuffer(c,buf,len) == C_OK)
                return;
            /* else... continue with the normal code path, but should never
             * happen actually since we verified there is room. */
        }
        obj = getDecodedObject(obj);
        if (_addReplyToBuffer(c,obj->ptr,sdslen(obj->ptr)) != C_OK)
            _addReplyObjectToList(c,obj);
        decrRefCount(obj);
    } else {
        serverPanic("Wrong obj->encoding in addReply()");
    }
}
// networking.c, 
int _addReplyToBuffer(client *c, const char *s, size_t len) {
    size_t available = sizeof(c->buf)-c->bufpos;

    if (c->flags & CLIENT_CLOSE_AFTER_REPLY) return C_OK;

    /* If there already are entries in the reply list, we cannot
     * add anything more to the static buffer. */
    if (listLength(c->reply) > 0) return C_ERR;

    /* Check that the buffer has enough space available for this string. */
    if (len > available) return C_ERR;

    memcpy(c->buf+c->bufpos,s,len);
    c->bufpos+=len;
    return C_OK;
}

将数据写入到 c->buf 后，又是谁向客户端写出了结果呢？

　　要么是有一个后台线程一直写，要么是在下一次循环的时候再主动写，你觉得呢？( 请参考: server.clients_pending_write )

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