Redis

数据库排名

参考地址：https://db-engines.com/en/ranking

为什么用redis

Redis数据类型

计算向数据移动

Redis安装

官方文档：https://redis.io/download

$ wget http://download.redis.io/releases/redis-6.0.7.tar.gz
$ tar xzf redis-6.0.7.tar.gz
$ cd redis-6.0.7
$ make

make默认执行MakeFile文件

若缺少依赖，安装gcc依赖

yum install gcc

正在解析主机 download.redis.io (download.redis.io)... 失败：未知的名称或服务

wget: 无法解析主机地址 “download.redis.io”

wget这一步出现问题，我们只需要找到ip并在hosts中更新下

例如

打开/etc/hosts，然后加入下面这行，然后保存重新wget就行了

45.60.125.1 download.redis.io

运行Redis

$ src/redis-server

设置k-v键值对

$ src/redis-cli
redis> set foo bar
OK
redis> get foo
"bar"

如果安装过程中报错，清理下重新安装

make distclean

README.md

多读readme文件，各种操作，服务安装过程都可以在README中找到

This README is just a fast *quick start* document. You can find more detailed documentation at [redis.io](https://redis.io).

What is Redis?
--------------

Redis is often referred as a *data structures* server. What this means is that Redis provides access to mutable data structures via a set of commands, which are sent using a *server-client* model with TCP sockets and a simple protocol. So different processes can query and modify the same data structures in a shared way.

Data structures implemented into Redis have a few special properties:

* Redis cares to store them on disk, even if they are always served and modified into the server memory. This means that Redis is fast, but that is also non-volatile.
* Implementation of data structures stress on memory efficiency, so data structures inside Redis will likely use less memory compared to the same data structure modeled using an high level programming language.
* Redis offers a number of features that are natural to find in a database, like replication, tunable levels of durability, cluster, high availability.

Another good example is to think of Redis as a more complex version of memcached, where the operations are not just SETs and GETs, but operations to work with complex data types like Lists, Sets, ordered data structures, and so forth.

If you want to know more, this is a list of selected starting points:

* Introduction to Redis data types. http://redis.io/topics/data-types-intro
* Try Redis directly inside your browser. http://try.redis.io
* The full list of Redis commands. http://redis.io/commands
* There is much more inside the Redis official documentation. http://redis.io/documentation

Building Redis
--------------

Redis can be compiled and used on Linux, OSX, OpenBSD, NetBSD, FreeBSD.
We support big endian and little endian architectures, and both 32 bit
and 64 bit systems.

It may compile on Solaris derived systems (for instance SmartOS) but our
support for this platform is *best effort* and Redis is not guaranteed to
work as well as in Linux, OSX, and *BSD there.

It is as simple as:

    % make

To build with TLS support, you'll need OpenSSL development libraries (e.g.
libssl-dev on Debian/Ubuntu) and run:

    % make BUILD_TLS=yes

To build with systemd support, you'll need systemd development libraries (such 
as libsystemd-dev on Debian/Ubuntu or systemd-devel on CentOS) and run:

    % make BUILD_WITH_SYSTEMD=yes USE_SYSTEMD=yes

You can run a 32 bit Redis binary using:

    % make 32bit

After building Redis, it is a good idea to test it using:

    % make test

If TLS is built, running the tests with TLS enabled (you will need `tcl-tls`
installed):

    % ./utils/gen-test-certs.sh
    % ./runtest --tls


Fixing build problems with dependencies or cached build options
---------

Redis has some dependencies which are included into the `deps` directory.
`make` does not automatically rebuild dependencies even if something in
the source code of dependencies changes.

When you update the source code with `git pull` or when code inside the
dependencies tree is modified in any other way, make sure to use the following
command in order to really clean everything and rebuild from scratch:

    make distclean

This will clean: jemalloc, lua, hiredis, linenoise.

Also if you force certain build options like 32bit target, no C compiler
optimizations (for debugging purposes), and other similar build time options,
those options are cached indefinitely until you issue a `make distclean`
command.

Fixing problems building 32 bit binaries
---------

If after building Redis with a 32 bit target you need to rebuild it
with a 64 bit target, or the other way around, you need to perform a
`make distclean` in the root directory of the Redis distribution.

In case of build errors when trying to build a 32 bit binary of Redis, try
the following steps:

* Install the packages libc6-dev-i386 (also try g++-multilib).
* Try using the following command line instead of `make 32bit`:
  `make CFLAGS="-m32 -march=native" LDFLAGS="-m32"`

Allocator
---------

Selecting a non-default memory allocator when building Redis is done by setting
the `MALLOC` environment variable. Redis is compiled and linked against libc
malloc by default, with the exception of jemalloc being the default on Linux
systems. This default was picked because jemalloc has proven to have fewer
fragmentation problems than libc malloc.

To force compiling against libc malloc, use:

    % make MALLOC=libc

To compile against jemalloc on Mac OS X systems, use:

    % make MALLOC=jemalloc

Verbose build
-------------

Redis will build with a user friendly colorized output by default.
If you want to see a more verbose output use the following:

    % make V=1

Running Redis
-------------

To run Redis with the default configuration just type:

    % cd src
    % ./redis-server

If you want to provide your redis.conf, you have to run it using an additional
parameter (the path of the configuration file):

    % cd src
    % ./redis-server /path/to/redis.conf

It is possible to alter the Redis configuration by passing parameters directly
as options using the command line. Examples:

    % ./redis-server --port 9999 --replicaof 127.0.0.1 6379
    % ./redis-server /etc/redis/6379.conf --loglevel debug

All the options in redis.conf are also supported as options using the command
line, with exactly the same name.

Running Redis with TLS:
------------------

Please consult the [TLS.md](TLS.md) file for more information on
how to use Redis with TLS.

Playing with Redis
------------------

You can use redis-cli to play with Redis. Start a redis-server instance,
then in another terminal try the following:

    % cd src
    % ./redis-cli
    redis> ping
    PONG
    redis> set foo bar
    OK
    redis> get foo
    "bar"
    redis> incr mycounter
    (integer) 1
    redis> incr mycounter
    (integer) 2
    redis>

You can find the list of all the available commands at http://redis.io/commands.

Installing Redis
-----------------

In order to install Redis binaries into /usr/local/bin just use:

    % make install

You can use `make PREFIX=/some/other/directory install` if you wish to use a
different destination.

Make install will just install binaries in your system, but will not configure
init scripts and configuration files in the appropriate place. This is not
needed if you want just to play a bit with Redis, but if you are installing
it the proper way for a production system, we have a script doing this
for Ubuntu and Debian systems:

    % cd utils
    % ./install_server.sh

_Note_: `install_server.sh` will not work on Mac OSX; it is built for Linux only.

The script will ask you a few questions and will setup everything you need
to run Redis properly as a background daemon that will start again on
system reboots.

You'll be able to stop and start Redis using the script named
`/etc/init.d/redis_<portnumber>`, for instance `/etc/init.d/redis_6379`.

Code contributions
-----------------

Note: by contributing code to the Redis project in any form, including sending
a pull request via Github, a code fragment or patch via private email or
public discussion groups, you agree to release your code under the terms
of the BSD license that you can find in the [COPYING][1] file included in the Redis
source distribution.

Please see the [CONTRIBUTING][2] file in this source distribution for more
information.

[1]: https://github.com/redis/redis/blob/unstable/COPYING
[2]: https://github.com/redis/redis/blob/unstable/CONTRIBUTING

Redis internals
===

If you are reading this README you are likely in front of a Github page
or you just untarred the Redis distribution tar ball. In both the cases
you are basically one step away from the source code, so here we explain
the Redis source code layout, what is in each file as a general idea, the
most important functions and structures inside the Redis server and so forth.
We keep all the discussion at a high level without digging into the details
since this document would be huge otherwise and our code base changes
continuously, but a general idea should be a good starting point to
understand more. Moreover most of the code is heavily commented and easy
to follow.

Source code layout
---

The Redis root directory just contains this README, the Makefile which
calls the real Makefile inside the `src` directory and an example
configuration for Redis and Sentinel. You can find a few shell
scripts that are used in order to execute the Redis, Redis Cluster and
Redis Sentinel unit tests, which are implemented inside the `tests`
directory.

Inside the root are the following important directories:

* `src`: contains the Redis implementation, written in C.
* `tests`: contains the unit tests, implemented in Tcl.
* `deps`: contains libraries Redis uses. Everything needed to compile Redis is inside this directory; your system just needs to provide `libc`, a POSIX compatible interface and a C compiler. Notably `deps` contains a copy of `jemalloc`, which is the default allocator of Redis under Linux. Note that under `deps` there are also things which started with the Redis project, but for which the main repository is not `redis/redis`.

There are a few more directories but they are not very important for our goals
here. We'll focus mostly on `src`, where the Redis implementation is contained,
exploring what there is inside each file. The order in which files are
exposed is the logical one to follow in order to disclose different layers
of complexity incrementally.

Note: lately Redis was refactored quite a bit. Function names and file
names have been changed, so you may find that this documentation reflects the
`unstable` branch more closely. For instance in Redis 3.0 the `server.c`
and `server.h` files were named `redis.c` and `redis.h`. However the overall
structure is the same. Keep in mind that all the new developments and pull
requests should be performed against the `unstable` branch.

server.h
---

The simplest way to understand how a program works is to understand the
data structures it uses. So we'll start from the main header file of
Redis, which is `server.h`.

All the server configuration and in general all the shared state is
defined in a global structure called `server`, of type `struct redisServer`.
A few important fields in this structure are:

* `server.db` is an array of Redis databases, where data is stored.
* `server.commands` is the command table.
* `server.clients` is a linked list of clients connected to the server.
* `server.master` is a special client, the master, if the instance is a replica.

There are tons of other fields. Most fields are commented directly inside
the structure definition.

Another important Redis data structure is the one defining a client.
In the past it was called `redisClient`, now just `client`. The structure
has many fields, here we'll just show the main ones:

    struct client {
        int fd;
        sds querybuf;
        int argc;
        robj **argv;
        redisDb *db;
        int flags;
        list *reply;
        char buf[PROTO_REPLY_CHUNK_BYTES];
        ... many other fields ...
    }

The client structure defines a *connected client*:

* The `fd` field is the client socket file descriptor.
* `argc` and `argv` are populated with the command the client is executing, so that functions implementing a given Redis command can read the arguments.
* `querybuf` accumulates the requests from the client, which are parsed by the Redis server according to the Redis protocol and executed by calling the implementations of the commands the client is executing.
* `reply` and `buf` are dynamic and static buffers that accumulate the replies the server sends to the client. These buffers are incrementally written to the socket as soon as the file descriptor is writable.

As you can see in the client structure above, arguments in a command
are described as `robj` structures. The following is the full `robj`
structure, which defines a *Redis object*:

    typedef struct redisObject {
        unsigned type:4;
        unsigned encoding:4;
        unsigned lru:LRU_BITS; /* lru time (relative to server.lruclock) */
        int refcount;
        void *ptr;
    } robj;

Basically this structure can represent all the basic Redis data types like
strings, lists, sets, sorted sets and so forth. The interesting thing is that
it has a `type` field, so that it is possible to know what type a given
object has, and a `refcount`, so that the same object can be referenced
in multiple places without allocating it multiple times. Finally the `ptr`
field points to the actual representation of the object, which might vary
even for the same type, depending on the `encoding` used.

Redis objects are used extensively in the Redis internals, however in order
to avoid the overhead of indirect accesses, recently in many places
we just use plain dynamic strings not wrapped inside a Redis object.

server.c
---

This is the entry point of the Redis server, where the `main()` function
is defined. The following are the most important steps in order to startup
the Redis server.

* `initServerConfig()` setups the default values of the `server` structure.
* `initServer()` allocates the data structures needed to operate, setup the listening socket, and so forth.
* `aeMain()` starts the event loop which listens for new connections.

There are two special functions called periodically by the event loop:

1. `serverCron()` is called periodically (according to `server.hz` frequency), and performs tasks that must be performed from time to time, like checking for timedout clients.
2. `beforeSleep()` is called every time the event loop fired, Redis served a few requests, and is returning back into the event loop.

Inside server.c you can find code that handles other vital things of the Redis server:

* `call()` is used in order to call a given command in the context of a given client.
* `activeExpireCycle()` handles eviciton of keys with a time to live set via the `EXPIRE` command.
* `freeMemoryIfNeeded()` is called when a new write command should be performed but Redis is out of memory according to the `maxmemory` directive.
* The global variable `redisCommandTable` defines all the Redis commands, specifying the name of the command, the function implementing the command, the number of arguments required, and other properties of each command.

networking.c
---

This file defines all the I/O functions with clients, masters and replicas
(which in Redis are just special clients):

* `createClient()` allocates and initializes a new client.
* the `addReply*()` family of functions are used by commands implementations in order to append data to the client structure, that will be transmitted to the client as a reply for a given command executed.
* `writeToClient()` transmits the data pending in the output buffers to the client and is called by the *writable event handler* `sendReplyToClient()`.
* `readQueryFromClient()` is the *readable event handler* and accumulates data from read from the client into the query buffer.
* `processInputBuffer()` is the entry point in order to parse the client query buffer according to the Redis protocol. Once commands are ready to be processed, it calls `processCommand()` which is defined inside `server.c` in order to actually execute the command.
* `freeClient()` deallocates, disconnects and removes a client.

aof.c and rdb.c
---

As you can guess from the names these files implement the RDB and AOF
persistence for Redis. Redis uses a persistence model based on the `fork()`
system call in order to create a thread with the same (shared) memory
content of the main Redis thread. This secondary thread dumps the content
of the memory on disk. This is used by `rdb.c` to create the snapshots
on disk and by `aof.c` in order to perform the AOF rewrite when the
append only file gets too big.

The implementation inside `aof.c` has additional functions in order to
implement an API that allows commands to append new commands into the AOF
file as clients execute them.

The `call()` function defined inside `server.c` is responsible to call
the functions that in turn will write the commands into the AOF.

db.c
---

Certain Redis commands operate on specific data types, others are general.
Examples of generic commands are `DEL` and `EXPIRE`. They operate on keys
and not on their values specifically. All those generic commands are
defined inside `db.c`.

Moreover `db.c` implements an API in order to perform certain operations
on the Redis dataset without directly accessing the internal data structures.

The most important functions inside `db.c` which are used in many commands
implementations are the following:

* `lookupKeyRead()` and `lookupKeyWrite()` are used in order to get a pointer to the value associated to a given key, or `NULL` if the key does not exist.
* `dbAdd()` and its higher level counterpart `setKey()` create a new key in a Redis database.
* `dbDelete()` removes a key and its associated value.
* `emptyDb()` removes an entire single database or all the databases defined.

The rest of the file implements the generic commands exposed to the client.

object.c
---

The `robj` structure defining Redis objects was already described. Inside
`object.c` there are all the functions that operate with Redis objects at
a basic level, like functions to allocate new objects, handle the reference
counting and so forth. Notable functions inside this file:

* `incrRefcount()` and `decrRefCount()` are used in order to increment or decrement an object reference count. When it drops to 0 the object is finally freed.
* `createObject()` allocates a new object. There are also specialized functions to allocate string objects having a specific content, like `createStringObjectFromLongLong()` and similar functions.

This file also implements the `OBJECT` command.

replication.c
---

This is one of the most complex files inside Redis, it is recommended to
approach it only after getting a bit familiar with the rest of the code base.
In this file there is the implementation of both the master and replica role
of Redis.

One of the most important functions inside this file is `replicationFeedSlaves()` that writes commands to the clients representing replica instances connected
to our master, so that the replicas can get the writes performed by the clients:
this way their data set will remain synchronized with the one in the master.

This file also implements both the `SYNC` and `PSYNC` commands that are
used in order to perform the first synchronization between masters and
replicas, or to continue the replication after a disconnection.

Other C files
---

* `t_hash.c`, `t_list.c`, `t_set.c`, `t_string.c`, `t_zset.c` and `t_stream.c` contains the implementation of the Redis data types. They implement both an API to access a given data type, and the client commands implementations for these data types.
* `ae.c` implements the Redis event loop, it's a self contained library which is simple to read and understand.
* `sds.c` is the Redis string library, check http://github.com/antirez/sds for more information.
* `anet.c` is a library to use POSIX networking in a simpler way compared to the raw interface exposed by the kernel.
* `dict.c` is an implementation of a non-blocking hash table which rehashes incrementally.
* `scripting.c` implements Lua scripting. It is completely self contained from the rest of the Redis implementation and is simple enough to understand if you are familar with the Lua API.
* `cluster.c` implements the Redis Cluster. Probably a good read only after being very familiar with the rest of the Redis code base. If you want to read `cluster.c` make sure to read the [Redis Cluster specification][3].

[3]: http://redis.io/topics/cluster-spec

Anatomy of a Redis command
---

All the Redis commands are defined in the following way:

    void foobarCommand(client *c) {
        printf("%s",c->argv[1]->ptr); /* Do something with the argument. */
        addReply(c,shared.ok); /* Reply something to the client. */
    }

The command is then referenced inside `server.c` in the command table:

    {"foobar",foobarCommand,2,"rtF",0,NULL,0,0,0,0,0},

In the above example `2` is the number of arguments the command takes,
while `"rtF"` are the command flags, as documented in the command table
top comment inside `server.c`.

After the command operates in some way, it returns a reply to the client,
usually using `addReply()` or a similar function defined inside `networking.c`.

There are tons of commands implementations inside the Redis source code
that can serve as examples of actual commands implementations. To write
a few toy commands can be a good exercise to familiarize with the code base.

There are also many other files not described here, but it is useless to
cover everything. We want to just help you with the first steps.
Eventually you'll find your way inside the Redis code base :-)

Enjoy!

把Redis安装为一个服务

添加环境变量

vim /etc/profile

添加如下内容

export REDIS_HOME=/root/redis-6.0.7
export PATH=$PATH:$REDIS_HOME/bin

使能

source /etc/profile

安装

进入bin目录然后执行下面指令

make install

进入utils目录，执行install_server.sh

Ubuntu下出现报错，centos应该没有报错

采用典型的把提问题的人杀死的解决方法

注释掉判断条件

执行过程如下，一路回车即可

查看Reids是否已经加载到服务中

cd /etc/init.d
ls

查看redis服务的状态

service redis_6379 status

接下来可以按照以上步骤继续安装redis实例，不同的实例对应着不同的端口号

单进程，单线程，单实例

Epoll（轮询）

查看redis这个进程

ps -fe | grep redis

查看进程fd

file descriptor，文件描述符

cd /proc/8369/fd
ll

同步非阻塞（NIO）

轮询发生在用户空间，多次切换目态到管态

tomcat8以后也是NIO

如果有一千个fd，代表用户进程轮询调度1000次Kernel，成本很大

多路复用NIO

减少目态和管态的切换

select

一千个fd，一次性交给内核select，只需要切换一次用户态到内核态

epoll

sendfile 零拷贝

Kafka

Nginx

mysql BIO