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docker配置mysql主從與django實現讀寫分離

一、搭建主從mysql環境

1 下載mysql映象

docker pull mysql:5.7

2 執行剛下載的mysql映象檔案

# 執行該命令之前可以使用`docker images`是否下載成功

docker run -p 3307:3306 --name mysql-master -v /mysql/conf:/etc/mysql/conf.d -v /mysql/logs:/logs -v /mysql/data:/var/lib/mysql -e MYSQL_ROOT_PASSWORD=123 -itd  mysql:5.7

上面的意思是將mysql在後臺啟動執行, 並且這個mysql是執行在宿主機3307埠上的,等會django

連線的也是這個埠, --name 是將這個mysql應用取了個別名。3個-v是指定容器中的mysql的相關檔案路徑與宿主機路徑的對映關係,這樣便能通過修改宿主機的配置檔案而達到修改容器中的mysql的配置了。-e 指定的是進入容器後的mysql的初始密碼為123。

3 修改主伺服器的配置檔案

vim /mysql/conf/mysql.cnf

[mysqld]
pid-file    = /var/run/mysqld/mysqld.pid
socket    = /var/run/mysqld/mysqld.sock
datadir    = /var/lib/mysql

symbolic-links=0

character-set-server = utf8   
#skip-networking  
innodb_print_all_deadlocks = 1
max_connections = 2000  
max_connect_errors = 6000  
open_files_limit = 65535  
table_open_cache = 128   
max_allowed_packet = 4M  
binlog_cache_size = 1M  
max_heap_table_size = 8M  
tmp_table_size = 16M  
  
read_buffer_size = 2M  
read_rnd_buffer_size = 8M  
sort_buffer_size = 8M  
join_buffer_size = 28M  
key_buffer_size = 4M  
  
thread_cache_size = 8  
  
query_cache_type = 1  
query_cache_size = 8M  
query_cache_limit = 2M  
  
ft_min_word_len = 4  
  
log-bin = mysql-bin
server-id = 1
binlog_format = mixed  
 
performance_schema = 0  
explicit_defaults_for_timestamp  
  
#lower_case_table_names = 1  
  
interactive_timeout = 28800  
wait_timeout = 28800  

#Recommended in standard MySQL setup  
  
sql_mode=NO_ENGINE_SUBSTITUTION,NO_AUTO_CREATE_USER,STRICT_TRANS_TABLES   
  
[mysqldump]  
quick  
max_allowed_packet = 16M  
  
[myisamchk]
key_buffer_size = 8M
sort_buffer_size = 8M
read_buffer = 4M
write_buffer = 4M

4 重啟mysql的服務

docker restart mysql-master

5 進入主伺服器中的mysql終端

docker exec -it mysql-master /bin/bash

# 使用者名稱登陸使用者名稱密碼
mysql -uroot -p123
# 執行show master status; 檢視主伺服器的連線資訊
mysql> show master status;
+------------------+----------+--------------+------------------+-------------------+
| File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
+------------------+----------+--------------+------------------+-------------------+
| mysql-bin.000001 |      154 |              |                  |                   |
+------------------+----------+--------------+------------------+-------------------+
1 row in set (0.00 sec)

# 這也說明了上面的配置成功了, 上面顯示的兩個引數(log_file和log_position)等會從伺服器需要配置使用

# 接下來要建立從伺服器使用的賬戶, 授予許可權
mysql> GRANT REPLICATION SLAVE ON *.* to 'reader'@'%' identified by '123';
Query OK, 0 rows affected, 1 warning (0.00 sec)

# 更新許可權
mysql> FLUSH PRIVILEGES;
Query OK, 0 rows affected (0.00 sec)

6 建立並執行從伺服器

docker run -p 3308:3306 --name mysql-slave -v /mysql-slave/conf:/etc/mysql/conf.d -v /mysql-slave/logs:/logs -v /mysql-slave/data:/var/lib/mysql -e MYSQL_ROOT_PASSWORD=123 -itd mysql:5.7

7 編輯從服務其的配置檔案

vim /mysql-slave/conf/mysql.cnf

[mysqld]
pid-file    = /var/run/mysqld/mysqld.pid
socket    = /var/run/mysqld/mysqld.sock
datadir    = /var/lib/mysql

symbolic-links=0

character-set-server = utf8   
#skip-networking  
innodb_print_all_deadlocks = 1
max_connections = 2000  
max_connect_errors = 6000  
open_files_limit = 65535  
table_open_cache = 128   
max_allowed_packet = 4M  
binlog_cache_size = 1M  
max_heap_table_size = 8M  
tmp_table_size = 16M  
  
read_buffer_size = 2M  
read_rnd_buffer_size = 8M  
sort_buffer_size = 8M  
join_buffer_size = 28M  
key_buffer_size = 4M  
  
thread_cache_size = 8  
  
query_cache_type = 1  
query_cache_size = 8M  
query_cache_limit = 2M  
  
ft_min_word_len = 4  
  
log-bin = mysql-bin
server-id = 2
binlog_format = mixed  
 
performance_schema = 0  
explicit_defaults_for_timestamp  
  
#lower_case_table_names = 1  
  
interactive_timeout = 28800  
wait_timeout = 28800  

#Recommended in standard MySQL setup  
  
sql_mode=NO_ENGINE_SUBSTITUTION,NO_AUTO_CREATE_USER,STRICT_TRANS_TABLES   
  
[mysqldump]  
quick  
max_allowed_packet = 16M  
  
[myisamchk]
key_buffer_size = 8M
sort_buffer_size = 8M
read_buffer = 4M
write_buffer = 4M

8 配置從伺服器

docker exec -it mysql-slave /bin/bash
# 進入mysql
mysql -uroot -p123

# 配置自己的主伺服器資訊
change master to master_host='172.17.0.2',master_user='reader',master_password='123',master_log_file='mysql-bin.000001',master_log_pos=154;

檢視主伺服器的ip地址資訊, 容器之間的通訊需要使用內網地址。

[root@localhost /]# docker inspect --format='{{.NetworkSettings.IPAddress}}' mysql-master
172.17.0.2

9 從伺服器啟動I/O 執行緒和SQL執行緒

不帶任何引數,表示同時啟動I/O 執行緒和SQL執行緒。
I/O執行緒從主庫讀取bin log,並存儲到relay log中繼日誌檔案中。
SQL執行緒讀取中繼日誌,解析後,在從庫重放。

mysql> start slave;
Query OK, 0 rows affected (0.01 sec)

# Slave_IO_Running: Yes,Slave_SQL_Running: Yes即表示啟動成功。
mysql> show slave status\G
*************************** 1. row ***************************
               Slave_IO_State: Waiting for master to send event
                  Master_Host: 172.17.0.2
                  Master_User: reader
                  Master_Port: 3306
                Connect_Retry: 60
              Master_Log_File: mysql-bin.000001
          Read_Master_Log_Pos: 591
               Relay_Log_File: 2ae1346b43b9-relay-bin.000002
                Relay_Log_Pos: 757
        Relay_Master_Log_File: mysql-bin.000001
             Slave_IO_Running: Yes
            Slave_SQL_Running: Yes
              Replicate_Do_DB: 
          Replicate_Ignore_DB:

10 測試

在主伺服器上建立slave_test資料庫

create database slave_test charset utf8;

在從伺服器上檢視slave_test資料庫的資料

mysql> show databases;
+--------------------+
| Database           |
+--------------------+
| information_schema |
| mysql              |
| performance_schema |
| slave_test         |
| sys                |
+--------------------+
5 rows in set (0.00 sec)

上面的結果說明了資料庫的主從建立已經成功。

二、django實現讀寫分離

1 建立資料庫操作的路由分發類

路徑: utils.db_router.py

class MasterSlaveDBRouter(object):
    """資料庫主從讀寫分離路由"""

    def db_for_read(self, model, **hints):
        """讀資料庫"""
        return "slave"

    def db_for_write(self, model, **hints):
        """寫資料庫"""
        return "default"

    def allow_relation(self, obj1, obj2, **hints):
        """是否執行關聯操作"""
        return True

    def allow_migrate(self, db, app_label, model_name=None, **hints):
        """允許遷移"""
        return True

2 settings檔案配置

資料庫的配置
# 資料庫的配置
DATABASES = {
    # 主庫
    'default': {
        'ENGINE': 'django.db.backends.mysql',
        'HOST': '192.168.12.78',  # docker宿主機的ip地址
        'PORT': 3307,  # 主
        'USER': 'root',  # 主資料庫使用者名稱
        'PASSWORD': '123',  # 主資料庫密碼
        'NAME': 'slave_test'  # 主資料庫名字
    },
    # 從庫, 負責寫
    'slave': {
        'ENGINE': 'django.db.backends.mysql',
        'HOST': '192.168.12.78',  # docker宿主機的ip地址
        'PORT': 3308,  # 從
        'USER': 'root',  # 從資料庫使用者名稱
        'PASSWORD': '123',  # 從資料庫密碼
        'NAME': 'slave_test'  # 從資料庫名字
    }
}
指定資料庫的路由分發類
DATABASE_ROUTERS = ['api.utils.db_router.MasterSlaveDBRouter']

3 models檔案

from django.db import models

class Book(models.Model):
    nid = models.AutoField(primary_key=True)
    name = models.CharField(max_length=200)
    publish = models.CharField(max_length=32)
    price = models.DecimalField(max_digits=6, decimal_places=2)

4 遷移檔案

python3 manage.py makemigrations
python manage.py migrate

5 資料的簡單獲取與快速新增

簡單寫了個爬蟲獲取了一些書籍的資料

book_info.json

{"name": "豐子愷萬般滋味,都是生活", "publish": "華中科技大學出版社", "price": 21.0}
{"name": "皮囊(350萬冊紀念版。直麵人生的終極問題,刻在骨頭裡的故事,容納一個個既失去家鄉又未到達遠方的生命。感動千萬讀者的國", "publish": "天津人民出版社", "price": 23.65}
{"name": "自在獨行 賈平凹的獨行世界(暢銷300萬冊的國民精神讀本,中國作家協會推薦精讀)", "publish": "長江文藝出版社", "price": 18.6}
{"name": "一隻特立獨行的豬", "publish": "北京十月文藝出版社", "price": 17.5}
{"name": "三毛全集02:撒哈拉的故事(1-9年級必讀書單)", "publish": "北京十月文藝出版社", "price": 24.2}
{"name": "沉默的大多數(手稿珍藏版)", "publish": "北京十月文藝出版社", "price": 17.5}
{"name": "我與地壇(紀念版)(1-9年級必讀書單)", "publish": "人民文學出版社", "price": 17.4}
{"name": "笑場(《吐槽大會》總策劃、《奇葩說》導師李誕首部作品,精裝版)", "publish": "湖南文藝出版社", "price": 17.1}
{"name": "看見", "publish": "廣西師範大學出版社", "price": 28.6}
{"name": "汪曾祺散文精選集:萬事有心,人間有味(麥家、馮唐、賈平凹等極力推崇)", "publish": "中國友誼出版公司", "price": 21.0}
{"name": "愛你就像愛生命(精裝彩插典藏版)", "publish": "湖南文藝出版社", "price": 18.9}
{"name": "文化苦旅 新版", "publish": "長江文藝出版社", "price": 28.7}
{"name": "白巖鬆:白說", "publish": "長江文藝出版社", "price": 23.8}
{"name": "餘秋雨 文化苦旅(1-9年級必讀書單)", "publish": "長江文藝出版社", "price": 27.4}
{"name": "目送:龍應臺“人生三書”之三(彩插新版)", "publish": "廣西師範大學出版社", "price": 32.2}
{"name": "歡喜:馮唐2020金句日曆(馮唐新書)", "publish": "中國華僑出版社", "price": 52.8}
{"name": "春風十里不如你:一本書讀盡馮唐人生金線,年輕時極盡歡喜,年長後極盡通透。(噹噹專享馮唐可裝裱書法(飄銀紙))", "publish": "北京聯合出版有限公司", "price": 52.0}
{"name": "人間草木 汪曾祺典藏文集", "publish": "北京時代華文書局", "price": 16.3}
{"name": "願你有英雄呵護,也有勇氣獨立(趙露思抖音同款書,袁姍姍、宋伊人等暖心推薦,當紅明星都在看的爆款佳作)", "publish": "浙江文藝出版社", "price": 22.5}
{"name": "戴建業 你聽懂了沒有(國民教授戴建業隨筆精選集。陳引馳、駱玉明、六神磊磊推薦!火辣辣的文字寫人生百態,有才有識,有情有", "publish": "上海文藝出版社", "price": 33.3}
{"name": "孤獨是生命的禮物", "publish": "長江文藝出版社", "price": 17.1}
{"name": "天長地久:給美君的信(龍應臺暌違十年重磅新作)", "publish": "湖南文藝出版社", "price": 29.0}
{"name": "李銀河說愛情", "publish": "北京十月文藝出版社", "price": 22.5}
{"name": "願你,歸來仍是少年(林清玄啟悟人生系列)", "publish": "長江文藝出版社", "price": 21.3}
{"name": "人生最美是清歡(林清玄經典散文集,執筆45週年白金紀念版!)", "publish": "北京十月文藝出版社", "price": 39.1}
{"name": "妞妞:一個父親的札記", "publish": "北京十月文藝出版社", "price": 21.0}
{"name": "三毛全集05:夢裡花落知多少", "publish": "北京十月文藝出版社", "price": 17.5}
{"name": "願你歷盡千帆,歸來仍是少年", "publish": "光明日報出版社", "price": 15.7}
{"name": "三毛全集01:雨季不再來", "publish": "北京十月文藝出版社", "price": 17.5}
{"name": "阿勒泰的角落(李娟成名作四色典藏版,隨書附贈四季手繪書籤)", "publish": "新星出版社", "price": 18.0}
{"name": "龍應臺“人生三書”全3冊套裝", "publish": "廣西師範大學出版社", "price": 81.6}
{"name": "林清玄散文精選(套裝兩冊)", "publish": "作家出版社", "price": 28.0}
{"name": "風會記得一朵花的香(修訂版)", "publish": "金城出版社", "price": 14.9}
{"name": "孤獨六講", "publish": "長江文藝出版社", "price": 34.6}
{"name": "我與地壇(精裝)插圖版", "publish": "湖南文藝出版社", "price": 20.0}
{"name": "送你一顆子彈", "publish": "東方出版中心", "price": 23.6}
{"name": "親愛的安德烈(插圖第2版)", "publish": "廣西師範大學出版社", "price": 19.8}
{"name": "我與地壇", "publish": "人民文學出版社", "price": 21.4}
{"name": "朗讀者(1-3輯)(榮獲2017年度大眾喜愛的50種圖書)", "publish": "人民文學出版社", "price": 104.5}
{"name": "雅舍小品 (收錄 談話的藝術 罵人的藝術 時間即友誼等)", "publish": "天津人民出版社", "price": 13.2}
{"name": "慢煮生活(汪曾祺經典散文集,執筆75週年白金紀念版!暢銷領銜之作,升級回饋)", "publish": "江蘇鳳凰文藝出版社", "price": 12.0}
{"name": "人生不過如此(林語堂著)", "publish": "陝西師範大學出版社", "price": 9.7}
{"name": "把生活過成你想要的樣子", "publish": "北京聯合出版公司", "price": 30.2}
{"name": "遙遠的向日葵地(2017中國好書)(第七屆魯迅文學獎獲獎作品)", "publish": "花城出版社", "price": 20.9}
{"name": "給青年的十二封信", "publish": "江蘇鳳凰文藝出版社", "price": 12.0}
{"name": "走到人生邊上——自問自答(增訂本)(普通本)", "publish": "商務印書館", "price": 20.3}
{"name": "明天也是小春日和(某瓣9.5分熱映影片《人生果實》《積存時間的生活》原著)", "publish": "新星出版社", "price": 19.7}
{"name": "美的沉思(蔣勳暢銷20年經典之作)", "publish": "湖南美術出版社", "price": 27.6}
{"name": "願所有相遇,都恰逢其時", "publish": "浙江文藝出版社", "price": 19.9}
{"name": "【新華正版包郵】中國文化課 餘秋雨 著 樊登推薦", "publish": "中國青年出版社", "price": 88.3}
{"name": "此刻的溫柔", "publish": "浙江文藝出版社", "price": 24.9}
{"name": "愛你就像愛生命(五線譜情書珍藏版)", "publish": "北京十月文藝出版社", "price": 17.5}
{"name": "長長的路 我們慢慢走", "publish": "光明日報出版社", "price": 34.4}
{"name": "早晨從中午開始(故事裡的中國,董卿誠意推薦)", "publish": "北京十月文藝出版社", "price": 11.0}
{"name": "願有人陪你顛沛流離", "publish": "湖南文藝出版社", "price": 17.0}
{"name": "謝謝你離開我(全新精裝增訂本。央視《朗讀者》張小嫻,深情朗讀《愛情的餐桌》)", "publish": "湖南文藝出版社", "price": 18.9}
{"name": "慢煮生活(汪曾祺逝世20週年 精裝紀念散文集)", "publish": "江蘇鳳凰文藝出版社", "price": 23.7}
{"name": "無所畏(2018年馮唐全新作品,一部坦露自我的真誠之作)", "publish": "北京聯合出版有限公司", "price": 29.8}
{"name": "病隙碎筆(紀念版)", "publish": "湖南文藝出版社", "price": 16.7}
{"name": "這麼慢,那麼美", "publish": "中國友誼出版公司", "price": 25.9}
{"name": "食事(精裝典藏版!汪曾祺作品精選,關於美食與愛的散文作品!一支淡筆抒寫出存留心底的人間至味!)", "publish": "江蘇人民出版社", "price": 16.4}
{"name": "冬牧場(精裝典藏版)", "publish": "新星出版社", "price": 29.5}
{"name": "千年一嘆", "publish": "長江文藝出版社", "price": 25.2}
{"name": "獨處的力量(精選收錄余光中、周國平、賈平凹等幾十位知名作家的經典散文,願每個人都能享受人群的繁華,又能妥善安置獨處的時", "publish": "天津人民出版社", "price": 27.4}
{"name": "林清玄散文精選", "publish": "長江文藝出版社", "price": 18.2}
{"name": "【限時秒殺包郵】魯迅正版全集8冊朝花夕拾狂人日記 阿Q正傳 孔乙己 彷徨 中小學生閱讀四五六年級課外書兒童書籍故事書6", "publish": "紅旗出版社", "price": 29.5}
{"name": "三毛全集03:稻草人手記", "publish": "北京十月文藝出版社", "price": 16.0}
{"name": "一個人的村莊(新疆鄉土作家劉亮程的經典之作!)", "publish": "春風文藝出版社", "price": 16.8}
{"name": "我所理解的生活(三十歲的男人開始系統地思考關於生活的一切,韓寒難得如此誠懇)", "publish": "浙江文藝出版社", "price": 17.65}
{"name": "我的阿勒泰(新版)", "publish": "長江文藝出版社", "price": 23.9}
{"name": "靈魂有香氣的女子(暢銷200萬冊!超級偶像周潔瓊香氣推薦。新增20%從未發表美人故事。願我們讀懂別人的故事,過好自己的", "publish": "上海文藝出版社", "price": 33.8}
{"name": "朗讀者Ⅱ(套裝1-3)", "publish": "人民文學出版社", "price": 112.5}
{"name": "聽什麼歌都像在唱自己", "publish": "人民日報出版社", "price": 24.0}
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{"name": "生活,是很好玩的(汪曾祺散文精選集,20週年精裝紀念版。“在平淡的生活中,發現世間的美好”。沈從文、賈平凹、馮唐極力推", "publish": "江西人民出版社", "price": 26.0}
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