MySQL8.0 SYSスキーマの確認。 
基本的には、MySQL5.7と変わりは無いですが、ロックを取得するVIEW内部のテーブルがInformation_schemaからPerformance_Schemaに変更になったりしている。但し、VIEW内部のスクリプト変更なので基本的に問題無く、これまで通り利用する事が可能です。

オフィシャルマニュアル: Chapter 26 MySQL sys Schema

確認したバージョン


root@localhost [mysql]> select @@version;
+-----------+
| @@version |
+-----------+
| 8.0.11    |
+-----------+
1 row in set (0.00 sec)

root@localhost [mysql]> 

ドキュメント


MySQL5.7までのSHOW SLAVE STATUSだけでは分からない事が多かったけど、MySQL8.0のSHOW SLAVE STATUSは少し改善されていた。
マスター側で負荷をかけて、スレーブの状態を確認した時にスレーブ側で”Systetm lock”という状態になっていて、詳細を確認する為にPerformance Schemaを確認してみた。
MySQL8.0からはPerformance_Schemaを確認しなくても”Slave_SQL_Running_State”で状態が確認出来るようになっている。
以下、MySQL8.0で確認したログですが、MySQL5.7では”System lock”だった状態が、MySQL8.0では”Applying batch of row changes (update)”になっています。

[admin@misc02 ~]$ cat repli_log | grep Slave_SQL_Running_State
Slave_SQL_Running_State: Slave has read all relay log; waiting for more updates
Slave_SQL_Running_State: Slave has read all relay log; waiting for more updates
Slave_SQL_Running_State: Reading event from the relay log
Slave_SQL_Running_State: Slave has read all relay log; waiting for more updates
Slave_SQL_Running_State: Reading event from the relay log
Slave_SQL_Running_State: Reading event from the relay log
Slave_SQL_Running_State: Reading event from the relay log
Slave_SQL_Running_State: Applying batch of row changes (update)
Slave_SQL_Running_State: Slave has read all relay log; waiting for more updates
[admin@misc02 ~]$

詳細: WL#7364: RBR: Enhanced Applier Thread Progress Details
https://dev.mysql.com/worklog/task/?id=7364

以下、MySQL5.7のケース
マスター側でmysqlslapで負荷をかけると、スレーブ側がsystem lockになっている。
スレーブ側でトランザクション実行して、UPLOCKかけて参照しても、同じsystem lockになる。
これだと、I/O Threadに遅延が無いことは分かるが、Applier Threadの状態が良く分からない。

[ON MASTER] – MySQL5.7

root@localhost [REPLI]> show create table T_SLAP01\G
*************************** 1. row ***************************
       Table: T_SLAP01
Create Table: CREATE TABLE `T_SLAP01` (
  `ID` int(11) NOT NULL AUTO_INCREMENT,
  `n_time` varchar(30) DEFAULT NULL,
  `s_time` varchar(30) DEFAULT NULL,
  PRIMARY KEY (`ID`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4
1 row in set (0.00 sec)

root@localhost [REPLI]> 

[root@misc01 admin]# cat mysqlslap_exsisting_table.sh 
/usr/local/mysql/bin/mysqlslap -u root -p -S /tmp/mysql.sock --create-schema=REPLI --no-drop -c 10 -i 1000 -q 'INSERT INTO REPLI.T_SLAP01(n_time,s_time) values(now(3),sysdate(6))' 
[root@misc01 admin]# 

[root@misc01 admin]# ./mysqlslap_exsisting_table.sh 
Enter password: 
Benchmark
        Average number of seconds to run all queries: 0.046 seconds
        Minimum number of seconds to run all queries: 0.018 seconds
        Maximum number of seconds to run all queries: 0.135 seconds
        Number of clients running queries: 10
        Average number of queries per client: 1

[root@misc01 admin]# 

[ON SLAVE]
上記マスターで負荷をかけた場合の、スレーブ側の状態。 “System lock”という状態になっている。ただし、この状態はApplier Threadが止まっている訳では無く、何らかの処理を行っている状態の場合もある。


root@localhost [REPLI]> show processlist; show engine innodb status\G show slave status\G
+-----+-----------------+--------------+-------+---------+------+----------------------------------+------------------+
| Id  | User            | Host         | db    | Command | Time | State                            | Info             |
+-----+-----------------+--------------+-------+---------+------+----------------------------------+------------------+
|   1 | system user     |              | NULL  | Connect |  888 | Waiting for master to send event | NULL             |
|   2 | system user     |              | NULL  | Connect |   -1 | System lock                      | NULL             |
|   3 | event_scheduler | localhost    | NULL  | Daemon  |  887 | Waiting on empty queue           | NULL             |
|  13 | root            | localhost    | REPLI | Query   |    0 | starting                         | show processlist |
|  29 | admin           | Labs01:44555 | mysql | Sleep   |    3 |                                  | NULL             |
| 763 | admin           | Labs01:47755 | mysql | Sleep   |   55 |                                  | NULL             |
+-----+-----------------+--------------+-------+---------+------+----------------------------------+------------------+
6 rows in set (0.00 sec)

*************************** 1. row ***************************
  Type: InnoDB
  Name: 
Status: 
=====================================
2018-03-23 15:32:58 0x7fcdb65f0700 INNODB MONITOR OUTPUT
=====================================
<SNIP>
------------
TRANSACTIONS
------------
Trx id counter 756832
Purge done for trx's n:o < 756831 undo n:o < 0 state: running but idle
History list length 11
LIST OF TRANSACTIONS FOR EACH SESSION:
---TRANSACTION 421997346109728, not started
0 lock struct(s), heap size 1136, 0 row lock(s)
---TRANSACTION 421997346107904, not started
0 lock struct(s), heap size 1136, 0 row lock(s)
---TRANSACTION 421997346106992, not started
0 lock struct(s), heap size 1136, 0 row lock(s)
---TRANSACTION 421997346106080, not started
0 lock struct(s), heap size 1136, 0 row lock(s)
---TRANSACTION 756831, ACTIVE (PREPARED) 0 sec
3 lock struct(s), heap size 1136, 1 row lock(s), undo log entries 2
MySQL thread id 2, OS thread handle 140521468139264, query id 69415 System lock

<SNIP>

--------------
ROW OPERATIONS
--------------
0 queries inside InnoDB, 0 queries in queue
0 read views open inside InnoDB
Process ID=8340, Main thread ID=140522077779712, state: sleeping
Number of rows inserted 31953, updated 30756, deleted 0, read 32044
72.99 inserts/s, 72.99 updates/s, 0.00 deletes/s, 72.99 reads/s
----------------------------
END OF INNODB MONITOR OUTPUT
============================

1 row in set (0.01 sec)

*************************** 1. row ***************************
               Slave_IO_State: Waiting for master to send event
                  Master_Host: 192.168.56.113
                  Master_User: repl_user
                  Master_Port: 3306
                Connect_Retry: 60
              Master_Log_File: mysql-bin.002848
          Read_Master_Log_Pos: 59249068
               Relay_Log_File: misc02-relay-bin.000766
                Relay_Log_Pos: 12937379
        Relay_Master_Log_File: mysql-bin.002848
             Slave_IO_Running: Yes
            Slave_SQL_Running: Yes
<SNIP>
             Master_Server_Id: 1
                  Master_UUID: 2dde009f-d4dc-11e4-b437-0800279cea3c
             Master_Info_File: mysql.slave_master_info
                    SQL_Delay: 0
          SQL_Remaining_Delay: NULL
      Slave_SQL_Running_State: System lock
           Master_Retry_Count: 86400
                  Master_Bind: 
<SNIP>
1 row in set (0.00 sec)

root@localhost [REPLI]> 

SlaveのPerfomance_Schemaの状態。
Replication SlaveのIDで確認してみると、statement/sql/beginという状態である事が分かる。

root@localhost [REPLI]> SELECT  event_id, event_name, timer_wait, lock_time FROM performance_schema.events_statements_history_long WHERE thread_id =  @sql_thread;
+----------+---------------------+------------+-----------+
| event_id | event_name          | timer_wait | lock_time |
+----------+---------------------+------------+-----------+
|    10003 | statement/sql/begin |  175076000 |         0 |
+----------+---------------------+------------+-----------+
1 row in set (0.01 sec)


root@localhost [REPLI]> SELECT event_name, count_star, sum_timer_wait FROM performance_schema.events_waits_summary_by_thread_by_event_name WHERE thread_id =  @sql_thread AND sum_timer_wait > 0 ORDER BY sum_timer_wait DESC;
+--------------------------------------+------------+----------------+
| event_name                           | count_star | sum_timer_wait |
+--------------------------------------+------------+----------------+
| wait/io/table/sql/handler            |      10002 | 52235951612404 |
| wait/io/file/innodb/innodb_log_file  |      20012 | 24423316510586 |
| wait/io/file/sql/binlog              |      10014 |   372515866246 |
| wait/io/file/innodb/innodb_data_file |         29 |   158702658238 |
| wait/io/file/sql/relaylog            |      12641 |   144454610798 |
| wait/io/file/sql/binlog_index        |         30 |    62816598186 |
| wait/lock/table/sql/handler          |      10003 |    51676533966 |
| wait/io/file/sql/misc                |          3 |      116404090 |
+--------------------------------------+------------+----------------+

SLAVE側のSystem Lockの状態はRelay Logの適用から発生するトランザクションでした。

備考:以下のように、スレーブ側で参照ロックをかけた場合の状況もSystem Lock。
補足:トランザクションでロックをかけたセッションで、SYSスキーマを利用した為、sys.innodb_lock_waitsの値がおかしい。

違うセッションであれば、sys.innodb_lock_waitsも問題無い。

上記はバグでは無いですが、分かり難いのでスクリプト変更しました。(MySQL8.0では利用出来ません)
https://bugs.mysql.com/file.php?id=26694&bug_id=72131

Please Enjoy Replication with MySQL8.0 soon…..


5.6.1で既に実装されていてDefaultでONになっているので,5.6や5.7では普段殆ど気にしてませんでしたが、質問頂いたのでindex_condition_pushdownの条件を再確認。
DefaultはONになっています。あえて、OFFにするメリットはあまり無いかと思います。

Index Condition Pushdown(ICP): ストレージエンジンからフェッチしたレコードをMySQLが評価してWHERE区の条件による絞り込みを行っていたが、
インデックスが貼られたカラムを用いた評価については、ストレージエンジンへ条件式を渡し(プッシュダウン)、ストレージエンジン側で評価を行わせることによってオーバーヘッドの低減させる。

ICPの目標は、完全なレコードの読み取りの回数を減らし、それによって I/O 操作を減らすことです。InnoDB のクラスタ化されたインデックスの場合、完全なレコードはすでに InnoDB バッファーに読み込まれています。この場合に ICP を使用しても IO は削減されません。 その為、ICP はセカンダリインデックスにのみ使用されます。

インデックス条件をプッシュダウンしようとするのは以下の条件の場合:
0. テーブルには選択条件がある。
1. ストレージエンジンがICPをサポートする。
2. index_condition_pushdownスイッチがオンで、ICPの使用がNO_ICPヒントによって無効にされていない。
3. クエリーは、複数表の更新または削除ステートメントでは無い。この要件の理由は、選択/結合と更新の両方に同じハンドラが使用されるためです。プッシュされたインデックス条件は、更新部分を実行するときにストレージエンジンによって適用され、誤ったレコードを更新または更新するためのレコードを見つけられない結果になることがあります。
4. JOIN_TABは、”NULLキーをフル・スキャン”実行中にオンまたはオフにできる条件を保護しているサブクエリの一部ではありません。

       @see Item_in_optimizer :: val_int()
       @see subselect_single_select_engine :: exec()
       @see TABLE_REF :: cond_guards
       @see setup_join_buffering

5.結合タイプはCONSTまたはSYSTEMではありません。これらの結合タイプを除外する理由は、これらの結合タイプが、ストレージエンジンから一度だけレコードを読み取り、後でそれを再利用するように最適化されているためです。プッシュされたインデックス条件が結合シーケンスの前のテーブルからのフィールドを評価する結合では、プッシュされた条件は、レコード値が最初に必要とされたときにのみ評価されます。
6.インデックスはクラスタ化インデックスではありません。クラスタ化されたキーでインデックス条件をプッシュすると、クラスタ化されていないキーよりも大幅に低くなります。WL#6061が実装されている場合、この制限は再評価する必要があります。
7.仮想生成列の索引は、ICPではサポートされていません。

Ref Source:
https://github.com/mysql/mysql-server/blob/5.7/sql/sql_select.cc#L1723

index_condition_pushdown=offを意図的にOFFにした場合

root@localhost [world]> SET optimizer_switch='index_condition_pushdown=off';
Query OK, 0 rows affected (0.00 sec)

root@localhost [world]> explain select * from City3 where CountryCode ='JPN' and District like '%o%';
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-------------+
| id | select_type | table | partitions | type | possible_keys | key       | key_len | ref   | rows | filtered | Extra       |
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-------------+
|  1 | SIMPLE      | City3 | NULL       | ref  | idx_City3     | idx_City3 | 9       | const |  605 |    11.11 | Using where |
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

root@localhost [world]> show status like 'Handler_read%';
+-----------------------+-------+
| Variable_name         | Value |
+-----------------------+-------+
| Handler_read_first    | 0     |
| Handler_read_key      | 1     |
| Handler_read_last     | 0     |
| Handler_read_next     | 605   |
| Handler_read_prev     | 0     |
| Handler_read_rnd      | 0     |
| Handler_read_rnd_next | 0     |
+-----------------------+-------+
7 rows in set (0.00 sec)

root@localhost [world]> 

Defaultの挙動 (index_condition_pushdown=on)

root@localhost [world]> SET optimizer_switch='index_condition_pushdown=on';
Query OK, 0 rows affected (0.00 sec)

root@localhost [world]> explain select * from City3 where CountryCode ='JPN' and District like '%o%';
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-----------------------+
| id | select_type | table | partitions | type | possible_keys | key       | key_len | ref   | rows | filtered | Extra                 |
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-----------------------+
|  1 | SIMPLE      | City3 | NULL       | ref  | idx_City3     | idx_City3 | 9       | const |  605 |    11.11 | Using index condition |
+----+-------------+-------+------------+------+---------------+-----------+---------+-------+------+----------+-----------------------+
1 row in set, 1 warning (0.00 sec)

root@localhost [world]> show status like 'Handler_read%';
+-----------------------+-------+
| Variable_name         | Value |
+-----------------------+-------+
| Handler_read_first    | 0     |
| Handler_read_key      | 1     |
| Handler_read_last     | 0     |
| Handler_read_next     | 440   |
| Handler_read_prev     | 0     |
| Handler_read_rnd      | 0     |
| Handler_read_rnd_next | 0     |
+-----------------------+-------+
7 rows in set (0.01 sec)

参照:
http://nippondanji.blogspot.jp/2011/04/mysql-56.html
https://www.percona.com/blog/2014/01/03/multiple-column-index-vs-multiple-indexes-with-mysql-56/


MySQL8.0から、Descending Indexがサポートされる。
これによりMySQL5.7と比較して、大きなテーブルでの降順(DESC)のデータ参照処理を、高速に実行する事が出来るようになる。小さいテーブルに関しては、既存のMySQL5.7でもインデックスが利用出来るので、それ程差は出ないかと思います。

MySQL8.0.1で、Sakila Sampleデータベースのrentalテーブルを参照した場合 (INDEXはASCで作成されている)


mysql> select @@version;                                              
+-----------+
| @@version |
+-----------+
| 8.0.1-dmr |
+-----------+
1 row in set (0.00 sec)

mysql> show create table rental\G                                     
*************************** 1. row ***************************
       Table: rental
Create Table: CREATE TABLE `rental` (
  `rental_id` int(11) NOT NULL AUTO_INCREMENT,
  `rental_date` datetime NOT NULL,
  `inventory_id` mediumint(8) unsigned NOT NULL,
  `customer_id` smallint(5) unsigned NOT NULL,
  `return_date` datetime DEFAULT NULL,
  `staff_id` tinyint(3) unsigned NOT NULL,
  `last_update` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
  PRIMARY KEY (`rental_id`),
  UNIQUE KEY `rental_date` (`rental_date`,`inventory_id`,`customer_id`),
  KEY `idx_fk_inventory_id` (`inventory_id`),
  KEY `idx_fk_customer_id` (`customer_id`),
  KEY `idx_fk_staff_id` (`staff_id`),
  CONSTRAINT `fk_rental_customer` FOREIGN KEY (`customer_id`) REFERENCES `customer` (`customer_id`) ON UPDATE CASCADE,
  CONSTRAINT `fk_rental_inventory` FOREIGN KEY (`inventory_id`) REFERENCES `inventory` (`inventory_id`) ON UPDATE CASCADE,
  CONSTRAINT `fk_rental_staff` FOREIGN KEY (`staff_id`) REFERENCES `staff` (`staff_id`) ON UPDATE CASCADE
) ENGINE=InnoDB AUTO_INCREMENT=16050 DEFAULT CHARSET=utf8
1 row in set (0.00 sec)

mysql> select * from rental order by rental_date asc limit 3; 
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date         | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
|         1 | 2005-05-24 22:53:30 |          367 |         130 | 2005-05-26 22:04:30 |        1 | 2006-02-15 21:30:53 |
|         2 | 2005-05-24 22:54:33 |         1525 |         459 | 2005-05-28 19:40:33 |        1 | 2006-02-15 21:30:53 |
|         3 | 2005-05-24 23:03:39 |         1711 |         408 | 2005-06-01 22:12:39 |        1 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date asc limit 3; 
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
| id | select_type | table  | partitions | type  | possible_keys | key         | key_len | ref  | rows | filtered | Extra |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date | 10      | NULL |    3 |   100.00 | NULL  |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
1 row in set, 1 warning (0.00 sec)

mysql> select * from rental order by rental_date desc limit 3;
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
|     11739 | 2006-02-14 15:16:03 |         4568 |         373 | NULL        |        2 | 2006-02-15 21:30:53 |
|     14616 | 2006-02-14 15:16:03 |         4537 |         532 | NULL        |        1 | 2006-02-15 21:30:53 |
|     11676 | 2006-02-14 15:16:03 |         4496 |         216 | NULL        |        2 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date desc limit 3;
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+
| id | select_type | table  | partitions | type  | possible_keys | key         | key_len | ref  | rows | filtered | Extra               |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date | 10      | NULL |    3 |   100.00 | Backward index scan |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+
1 row in set, 1 warning (0.00 sec)

mysql> 

MySQL8.0.1で、Sakila Sampleデータベースのrentalテーブルを参照した場合 (INDEXをDESCで作成し直した場合)
インデックスを降順に作成したので、先程とはEXTRAが反対になっている事が確認出来る。

mysql> alter table rental add unique key rental_date_desc (`rental_date` desc,`inventory_id` desc,`customer_id` desc);
Query OK, 0 rows affected (0.30 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> select * from rental order by rental_date asc limit 3; 
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date         | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
|         1 | 2005-05-24 22:53:30 |          367 |         130 | 2005-05-26 22:04:30 |        1 | 2006-02-15 21:30:53 |
|         2 | 2005-05-24 22:54:33 |         1525 |         459 | 2005-05-28 19:40:33 |        1 | 2006-02-15 21:30:53 |
|         3 | 2005-05-24 23:03:39 |         1711 |         408 | 2005-06-01 22:12:39 |        1 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date asc limit 3;                                                
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+---------------------+
| id | select_type | table  | partitions | type  | possible_keys | key              | key_len | ref  | rows | filtered | Extra               |
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+---------------------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date_desc | 10      | NULL |    3 |   100.00 | Backward index scan |
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+---------------------+
1 row in set, 1 warning (0.01 sec)

mysql> select * from rental order by rental_date desc limit 3;
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
|     11739 | 2006-02-14 15:16:03 |         4568 |         373 | NULL        |        2 | 2006-02-15 21:30:53 |
|     14616 | 2006-02-14 15:16:03 |         4537 |         532 | NULL        |        1 | 2006-02-15 21:30:53 |
|     11676 | 2006-02-14 15:16:03 |         4496 |         216 | NULL        |        2 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date desc limit 3;                                               
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+-------+
| id | select_type | table  | partitions | type  | possible_keys | key              | key_len | ref  | rows | filtered | Extra |
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+-------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date_desc | 10      | NULL |    3 |   100.00 | NULL  |
+----+-------------+--------+------------+-------+---------------+------------------+---------+------+------+----------+-------+
1 row in set, 1 warning (0.01 sec)

mysql> 

詳細は、以下のMySQL Server Teamのブログを確認下さい。
MySQL 8.0 Labs – Descending Indexes in MySQL
http://mysqlserverteam.com/mysql-8-0-labs-descending-indexes-in-mysql/

MySQL5.5 ~ MySQL5.7までは昇順(ASC)で格納されたインデックスデータを利用してASC, DESC共に参照処理を行う
MySQL 5.7までは、インデックスのデータはASCで格納されています。こちらは、DESCで格納したインデックスと比べて、降順のデータの参照パフォーマンスは遅いが、
クエリーにDESCオプションを付けて、直近のデータを参照するとASCで作成したINDEXを利用してデータを参照する為、インデックスを利用した後方参照処理になる為、
インデックスが無い場合と比べても高速なレスポンスで後方参照処理を行う事が出来る。以下のマニュアルは、若干分かり難いがASC、DESCを付けてインデックスを作成しても、
MySQL5.5以降のMySQLであれば昇順(ASC)で作成されたINDEXでASCもDESCも処理出来る為、高速に参照する事が可能です。MySQL8.0で処理がより高速になる。

5.7 英語マニュアル
https://dev.mysql.com/doc/refman/5.7/en/create-index.html
An index_col_name specification can end with ASC or DESC. These keywords are permitted for future extensions for specifying ascending or descending index value storage. Currently, they are parsed but ignored; index values are always stored in ascending order.

5.6 日本語マニュアル
https://dev.mysql.com/doc/refman/5.6/ja/create-index.html
index_col_name の指定を ASC または DESC で終了させることができます。これらのキーワードは、インデックス値の昇順または降順での格納を指定する将来の拡張のために許可されています。現在、これらは解析されますが、無視されます。インデックス値は、常に昇順で格納されます。

MySQL5.7.18の実行プランは以下のような感じです。インデックスを利用して降順(DESC)参照が行われている事が確認出来る。
MySQL8.0RCがリリースされた頃に、大きなテーブルでレスポンスの差を確認して見たいと思います。


mysql> select @@version;
+-------------------------------------------+
| @@version                                 |
+-------------------------------------------+
| 5.7.18-enterprise-commercial-advanced-log |
+-------------------------------------------+
1 row in set (0.00 sec)

mysql> show create table rental\G
*************************** 1. row ***************************
       Table: rental
Create Table: CREATE TABLE `rental` (
  `rental_id` int(11) NOT NULL AUTO_INCREMENT,
  `rental_date` datetime NOT NULL,
  `inventory_id` mediumint(8) unsigned NOT NULL,
  `customer_id` smallint(5) unsigned NOT NULL,
  `return_date` datetime DEFAULT NULL,
  `staff_id` tinyint(3) unsigned NOT NULL,
  `last_update` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
  PRIMARY KEY (`rental_id`),
  UNIQUE KEY `rental_date` (`rental_date`,`inventory_id`,`customer_id`),
  KEY `idx_fk_inventory_id` (`inventory_id`),
  KEY `idx_fk_customer_id` (`customer_id`),
  KEY `idx_fk_staff_id` (`staff_id`),
  CONSTRAINT `fk_rental_customer` FOREIGN KEY (`customer_id`) REFERENCES `customer` (`customer_id`) ON UPDATE CASCADE,
  CONSTRAINT `fk_rental_inventory` FOREIGN KEY (`inventory_id`) REFERENCES `inventory` (`inventory_id`) ON UPDATE CASCADE,
  CONSTRAINT `fk_rental_staff` FOREIGN KEY (`staff_id`) REFERENCES `staff` (`staff_id`) ON UPDATE CASCADE
) ENGINE=InnoDB AUTO_INCREMENT=16050 DEFAULT CHARSET=utf8
1 row in set (0.02 sec)

mysql> select * from rental limit 3;
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date         | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
|         1 | 2005-05-24 22:53:30 |          367 |         130 | 2005-05-26 22:04:30 |        1 | 2006-02-15 21:30:53 |
|         2 | 2005-05-24 22:54:33 |         1525 |         459 | 2005-05-28 19:40:33 |        1 | 2006-02-15 21:30:53 |
|         3 | 2005-05-24 23:03:39 |         1711 |         408 | 2005-06-01 22:12:39 |        1 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental limit 3;
+----+-------------+--------+------------+------+---------------+------+---------+------+-------+----------+-------+
| id | select_type | table  | partitions | type | possible_keys | key  | key_len | ref  | rows  | filtered | Extra |
+----+-------------+--------+------------+------+---------------+------+---------+------+-------+----------+-------+
|  1 | SIMPLE      | rental | NULL       | ALL  | NULL          | NULL | NULL    | NULL | 16005 |   100.00 | NULL  |
+----+-------------+--------+------------+------+---------------+------+---------+------+-------+----------+-------+
1 row in set, 1 warning (0.02 sec)

Note (Code 1003): /* select#1 */ select `sakila`.`rental`.`rental_id` AS `rental_id`,`sakila`.`rental`.`rental_date` AS `rental_date`,`sakila`.`rental`.`inventory_id` AS `inventory_id`,`sakila`.`rental`.`customer_id` AS `customer_id`,`sakila`.`rental`.`return_date` AS `return_date`,`sakila`.`rental`.`staff_id` AS `staff_id`,`sakila`.`rental`.`last_update` AS `last_update` from `sakila`.`rental` limit 3

mysql> select * from rental order by rental_date asc limit 3;
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date         | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
|         1 | 2005-05-24 22:53:30 |          367 |         130 | 2005-05-26 22:04:30 |        1 | 2006-02-15 21:30:53 |
|         2 | 2005-05-24 22:54:33 |         1525 |         459 | 2005-05-28 19:40:33 |        1 | 2006-02-15 21:30:53 |
|         3 | 2005-05-24 23:03:39 |         1711 |         408 | 2005-06-01 22:12:39 |        1 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+---------------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date asc limit 3;
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
| id | select_type | table  | partitions | type  | possible_keys | key         | key_len | ref  | rows | filtered | Extra |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date | 10      | NULL |    3 |   100.00 | NULL  |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
1 row in set, 1 warning (0.02 sec)

Note (Code 1003): /* select#1 */ select `sakila`.`rental`.`rental_id` AS `rental_id`,`sakila`.`rental`.`rental_date` AS `rental_date`,`sakila`.`rental`.`inventory_id` AS `inventory_id`,`sakila`.`rental`.`customer_id` AS `customer_id`,`sakila`.`rental`.`return_date` AS `return_date`,`sakila`.`rental`.`staff_id` AS `staff_id`,`sakila`.`rental`.`last_update` AS `last_update` from `sakila`.`rental` order by `sakila`.`rental`.`rental_date` limit 3

mysql> select * from rental order by rental_date desc limit 3;
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
| rental_id | rental_date         | inventory_id | customer_id | return_date | staff_id | last_update         |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
|     11739 | 2006-02-14 15:16:03 |         4568 |         373 | NULL        |        2 | 2006-02-15 21:30:53 |
|     14616 | 2006-02-14 15:16:03 |         4537 |         532 | NULL        |        1 | 2006-02-15 21:30:53 |
|     11676 | 2006-02-14 15:16:03 |         4496 |         216 | NULL        |        2 | 2006-02-15 21:30:53 |
+-----------+---------------------+--------------+-------------+-------------+----------+---------------------+
3 rows in set (0.00 sec)

mysql> explain select * from rental order by rental_date desc limit 3;
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
| id | select_type | table  | partitions | type  | possible_keys | key         | key_len | ref  | rows | filtered | Extra |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
|  1 | SIMPLE      | rental | NULL       | index | NULL          | rental_date | 10      | NULL |    3 |   100.00 | NULL  |
+----+-------------+--------+------------+-------+---------------+-------------+---------+------+------+----------+-------+
1 row in set, 1 warning (0.01 sec)

Note (Code 1003): /* select#1 */ select `sakila`.`rental`.`rental_id` AS `rental_id`,`sakila`.`rental`.`rental_date` AS `rental_date`,`sakila`.`rental`.`inventory_id` AS `inventory_id`,`sakila`.`rental`.`customer_id` AS `customer_id`,`sakila`.`rental`.`return_date` AS `return_date`,`sakila`.`rental`.`staff_id` AS `staff_id`,`sakila`.`rental`.`last_update` AS `last_update` from `sakila`.`rental` order by `sakila`.`rental`.`rental_date` desc limit 3
mysql>  


MySQL5.6以降で標準準拠のGET DIAGNOSTICSが実装され、その中でMySQLのエラーコードを取得することが可能になります。
MySQL5.7(5.7.2)以降でSTACKEDが追加されています。エラーの詳細を記録するのに使えるかと思います。詳細については次のマニュアルをご参照ください。

GET DIAGNOSTICS Syntax
http://dev.mysql.com/doc/refman/5.6/en/get-diagnostics.html
http://dev.mysql.com/doc/refman/5.7/en/get-diagnostics.html
Worklog: http://dev.mysql.com/worklog/task/?id=2111

MySQL5.6
GET [CURRENT] DIAGNOSTICS

MySQL5.7
GET [CURRENT | STACKED] DIAGNOSTICS

SQL statements produce diagnostic information that populates the diagnostics area. Standard SQL has a diagnostics area stack, containing a diagnostics area for each nested execution context. Standard SQL also supports GET STACKED DIAGNOSTICS syntax for referring to the second diagnostics area during condition handler execution. MySQL supports the STACKED keyword as of MySQL 5.7. Before that, MySQL does not support STACKED; there is a single diagnostics area containing information from the most recent statement that wrote to it.
標準SQLは条件ハンドラの実行中に、第2の診断領域を参照するためのSTACKED診断構文をGETサポートしています。

■ GET CURRENTの挙動
The GET DIAGNOSTICS statement is typically used in a handler within a stored program.
It is a MySQL extension that GET [CURRENT] DIAGNOSTICS is permitted outside handler context to check the execution of any SQL statement.


root@localhost [CONFIRM]> DROP TABLE IF EXISTS t334;
Query OK, 0 rows affected, 1 warning (0.00 sec)

root@localhost [CONFIRM]> GET DIAGNOSTICS CONDITION 1 @p1 = RETURNED_SQLSTATE, @p2 = MYSQL_ERRNO, @p3 = MESSAGE_TEXT;
Query OK, 0 rows affected (0.00 sec)

root@localhost [CONFIRM]> SELECT @p1, @p2, @p3;
+-------+------+------------------------------+
| @p1   | @p2  | @p3                          |
+-------+------+------------------------------+
| 42S02 | 1051 | Unknown table 'CONFIRM.t334' |
+-------+------+------------------------------+
1 row in set (0.00 sec)

root@localhost [CONFIRM]> 

■ GET STACKEDの挙動
The GET DIAGNOSTICS statement is typically used in a handler within a stored program.
It is a MySQL extension that GET [CURRENT] DIAGNOSTICS is permitted outside handler context to check the execution of any SQL statement.
プロシジャー外部での利用の為、エラーになっています。

root@localhost [CONFIRM]> DROP TABLE IF EXISTS t334;
Query OK, 0 rows affected, 1 warning (0.01 sec)

root@localhost [CONFIRM]> GET STACKED DIAGNOSTICS CONDITION 1 @p1 = RETURNED_SQLSTATE, @p2 = MYSQL_ERRNO, @p3 = MESSAGE_TEXT;
ERROR 3004 (0Z002): GET STACKED DIAGNOSTICS when handler not active
root@localhost [CONFIRM]> 

■ CURRENTとSTACKEDの挙動

root@localhost [USER01]> delimiter //
root@localhost [USER01]> CREATE PROCEDURE p ()
    -> BEGIN
    ->   DECLARE CONTINUE HANDLER FOR SQLEXCEPTION BEGIN
    ->     SIGNAL SQLSTATE '01000';
    ->     GET CURRENT DIAGNOSTICS CONDITION 1 @current = RETURNED_SQLSTATE;
    ->     GET STACKED DIAGNOSTICS CONDITION 1 @stacked = RETURNED_SQLSTATE;
    ->     END;
    ->   SIGNAL SQLSTATE '03000';
    ->   END//
Query OK, 0 rows affected (0.00 sec)

root@localhost [USER01]> CALL p()//
Query OK, 0 rows affected, 1 warning (0.00 sec)

root@localhost [USER01]> SELECT @current, @stacked//
+----------+----------+
| @current | @stacked |
+----------+----------+
| 01000    | 03000    |
+----------+----------+
1 row in set (0.00 sec)

root@localhost [USER01]> 

■応用:エラーが発生した原因をテーブルに格納して後で確認

root@localhost [CONFIRM]> CREATE TABLE ids(id INT NOT NULL, UNIQUE(id));
Query OK, 0 rows affected (0.03 sec)

root@localhost [CONFIRM]> CREATE TABLE errors(id INT NOT NULL,RS VARCHAR(16),ME varchar(16),MT VARCHAR(1000));
Query OK, 0 rows affected (0.03 sec)

root@localhost [CONFIRM]> delimiter //
root@localhost [CONFIRM]> CREATE PROCEDURE insert_id(id INT)
    -> BEGIN
    -> DECLARE CONTINUE HANDLER FOR SQLEXCEPTION
    -> BEGIN
    -> GET STACKED DIAGNOSTICS CONDITION 1 @p1 = RETURNED_SQLSTATE, @p2 = MYSQL_ERRNO, @p3 = MESSAGE_TEXT;
    -> INSERT INTO errors VALUES(id, @p1,@p2,@p3);
    -> IF @errno = 1213 THEN
    -> RESIGNAL;
    -> END IF;
    -> END;
    -> INSERT INTO ids VALUES(id);
    -> END;
    -> //
Query OK, 0 rows affected (0.01 sec)

root@localhost [CONFIRM]> delimiter ;
root@localhost [CONFIRM]> CALL insert_id(0);CALL insert_id(1);CALL insert_id(2);CALL insert_id(2);
Query OK, 1 row affected (0.00 sec)

Query OK, 1 row affected (0.00 sec)

Query OK, 1 row affected (0.01 sec)

Query OK, 1 row affected (0.01 sec)

root@localhost [CONFIRM]> select * from ids;
+----+
| id |
+----+
|  0 |
|  1 |
|  2 |
+----+
3 rows in set (0.00 sec)

root@localhost [CONFIRM]> select * from errors;
+----+-------+------+----------------------------------+
| id | RS    | ME   | MT                               |
+----+-------+------+----------------------------------+
|  2 | 23000 | 1062 | Duplicate entry '2' for key 'id' |
+----+-------+------+----------------------------------+
1 row in set (0.00 sec)

root@localhost [CONFIRM]> 

参考)
http://dev.mysql.com/doc/refman/5.6/ja/get-diagnostics.html
http://dev.mysql.com/doc/refman/5.6/ja/diagnostics-area.html
http://dev.mysql.com/doc/refman/5.7/en/get-diagnostics.html
http://dev.mysql.com/doc/refman/5.7/en/diagnostics-area.html


先日、パフォーマンス検証したMySQL Cluster(7.5.3 RC)ですが、MySQL Cluster7.5.4でついにGAになりました。高可用性、インメモリー処理、トランザクション対応したNoSQL/SQL処理、オンライン拡張性が求められるシステムを探されている場合は、是非試してみて下さい。

7.5では、パフォーマンス最適化オプションだけでなく、ndbinfoから様々な構成や稼働情報を簡単に確認する事が出来るようになっています。これまで、クラスターコンフィグファイル等で確認していた内容もクエリーで即座に複数ノードを跨った設定を確認出来るようになってますので、これまで以上に運用がし易くなるかと思います。

Changes in MySQL Cluster NDB 7.5.4 (5.7.16-ndb-7.5.4) (2016-10-18, General Availability)
http://dev.mysql.com/doc/relnotes/mysql-cluster/7.5/en/mysql-cluster-news-7-5-4.html

MySQL Cluster 7.5 パフォーマンス検証

確認:バージョン

mysql> select @@version;
+----------------------------------------------+
| @@version                                    |
+----------------------------------------------+
| 5.7.16-ndb-7.5.4-cluster-commercial-advanced |
+----------------------------------------------+
1 row in set (0.00 sec)

mysql> 

config_paramsとconfig_valuesを利用したMySQL Clusterパラメータの容易な確認

mysql> SELECT  p.param_name AS Name,
    ->         v.node_id AS Node,
    ->         p.param_type AS Type,
    ->         p.param_default AS 'Default',
    ->         p.param_min AS Minimum,
    ->         p.param_max AS Maximum,
    ->         CASE p.param_mandatory WHEN 1 THEN 'Y' ELSE 'N' END AS 'Required',
    ->         v.config_value AS Current
    -> FROM    config_params p
    -> JOIN    config_values v
    -> ON      p.param_number = v.config_param
    -> WHERE   p. param_name IN ('NodeId', 'HostName','DataMemory', 'IndexMemory');
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
| Name        | Node | Type     | Default   | Minimum | Maximum       | Required | Current        |
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
| NodeId      |    1 | unsigned |           | 1       | 48            | Y        | 1              |
| HostName    |    1 | string   | localhost |         |               | N        | 192.168.56.114 |
| DataMemory  |    1 | unsigned | 83886080  | 1048576 | 1099511627776 | N        | 134217728      |
| IndexMemory |    1 | unsigned | 18874368  | 1048576 | 1099511627776 | N        | 68157440       |
| NodeId      |    2 | unsigned |           | 1       | 48            | Y        | 2              |
| HostName    |    2 | string   | localhost |         |               | N        | 192.168.56.115 |
| DataMemory  |    2 | unsigned | 83886080  | 1048576 | 1099511627776 | N        | 134217728      |
| IndexMemory |    2 | unsigned | 18874368  | 1048576 | 1099511627776 | N        | 68157440       |
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
8 rows in set (0.03 sec)

mysql> 

mysql> SELECT  p.param_name AS Name,
    ->         v.node_id AS Node,
    ->         p.param_type AS Type,
    ->         p.param_default AS 'Default',
    ->         p.param_min AS Minimum,
    ->         p.param_max AS Maximum,
    ->         CASE p.param_mandatory WHEN 1 THEN 'Y' ELSE 'N' END AS 'Required',
    ->         v.config_value AS Current
    -> FROM    config_params p
    -> JOIN    config_values v
    -> ON      p.param_number = v.config_param
    -> WHERE   p. param_name like 'max%';
+-----------------------------------+------+----------+------------+----------+---------------+----------+------------+
| Name                              | Node | Type     | Default    | Minimum  | Maximum       | Required | Current    |
+-----------------------------------+------+----------+------------+----------+---------------+----------+------------+
| MaxNoOfSavedMessages              |    1 | unsigned | 25         | 0        | 4294967039    | N        | 25         |
| MaxNoOfTables                     |    1 | unsigned | 128        | 8        | 20320         | N        | 130        |
| MaxNoOfAttributes                 |    1 | unsigned | 1000       | 32       | 4294967039    | N        | 1009       |
| MaxNoOfTriggers                   |    1 | unsigned | 768        | 0        | 4294967039    | N        | 1784       |
| MaxNoOfConcurrentTransactions     |    1 | unsigned | 4096       | 32       | 4294967039    | N        | 4096       |
| MaxNoOfConcurrentOperations       |    1 | unsigned | 32768      | 32       | 4294967039    | N        | 10000      |
| MaxNoOfConcurrentScans            |    1 | unsigned | 256        | 2        | 500           | N        | 256        |
| MaxNoOfFiredTriggers              |    1 | unsigned | 4000       | 0        | 4294967039    | N        | 4000       |
| MaxNoOfConcurrentIndexOperations  |    1 | unsigned | 8192       | 0        | 4294967039    | N        | 8192       |
| MaxNoOfOrderedIndexes             |    1 | unsigned | 128        | 0        | 4294967039    | N        | 512        |
| MaxNoOfUniqueHashIndexes          |    1 | unsigned | 64         | 0        | 4294967039    | N        | 64         |
| MaxAllocate                       |    1 | unsigned | 33554432   | 1048576  | 1073741824    | N        | 33554432   |
| MaxNoOfSubscriptions              |    1 | unsigned | 0          | 0        | 4294967039    | N        | 0          |
| MaxNoOfSubscribers                |    1 | unsigned | 0          | 0        | 4294967039    | N        | 0          |
| MaxNoOfConcurrentSubOperations    |    1 | unsigned | 256        | 0        | 4294967039    | N        | 256        |
| MaxBufferedEpochs                 |    1 | unsigned | 100        | 1        | 100000        | N        | 100        |
| MaxNoOfExecutionThreads           |    1 | unsigned | 0          | 2        | 72            | N        | 2          |
| MaxBufferedEpochBytes             |    1 | unsigned | 26214400   | 26214400 | 4294967039    | N        | 26214400   |
| MaxLCPStartDelay                  |    1 | unsigned | 0          | 0        | 600           | N        | 0          |
| MaxStartFailRetries               |    1 | unsigned | 3          | 0        | 4294967039    | N        | 3          |
| MaxParallelScansPerFragment       |    1 | unsigned | 256        | 1        | 4294967039    | N        | 256        |
| MaxDMLOperationsPerTransaction    |    1 | unsigned | 4294967295 | 32       | 4294967295    | N        | 4294967295 |
| MaxDiskWriteSpeed                 |    1 | unsigned | 20971520   | 1048576  | 1099511627776 | N        | 20971520   |
| MaxDiskWriteSpeedOtherNodeRestart |    1 | unsigned | 52428800   | 1048576  | 1099511627776 | N        | 52428800   |
| MaxDiskWriteSpeedOwnRestart       |    1 | unsigned | 209715200  | 1048576  | 1099511627776 | N        | 209715200  |
| MaxParallelCopyInstances          |    1 | unsigned | 0          | 0        | 64            | N        | 0          |
| MaxSendDelay                      |    1 | unsigned | 0          | 0        | 11000         | N        | 0          |
| MaxNoOfSavedMessages              |    2 | unsigned | 25         | 0        | 4294967039    | N        | 25         |
| MaxNoOfTables                     |    2 | unsigned | 128        | 8        | 20320         | N        | 130        |
| MaxNoOfAttributes                 |    2 | unsigned | 1000       | 32       | 4294967039    | N        | 1009       |
| MaxNoOfTriggers                   |    2 | unsigned | 768        | 0        | 4294967039    | N        | 1784       |
| MaxNoOfConcurrentTransactions     |    2 | unsigned | 4096       | 32       | 4294967039    | N        | 4096       |
| MaxNoOfConcurrentOperations       |    2 | unsigned | 32768      | 32       | 4294967039    | N        | 10000      |
| MaxNoOfConcurrentScans            |    2 | unsigned | 256        | 2        | 500           | N        | 256        |
| MaxNoOfFiredTriggers              |    2 | unsigned | 4000       | 0        | 4294967039    | N        | 4000       |
| MaxNoOfConcurrentIndexOperations  |    2 | unsigned | 8192       | 0        | 4294967039    | N        | 8192       |
| MaxNoOfOrderedIndexes             |    2 | unsigned | 128        | 0        | 4294967039    | N        | 512        |
| MaxNoOfUniqueHashIndexes          |    2 | unsigned | 64         | 0        | 4294967039    | N        | 64         |
| MaxAllocate                       |    2 | unsigned | 33554432   | 1048576  | 1073741824    | N        | 33554432   |
| MaxNoOfSubscriptions              |    2 | unsigned | 0          | 0        | 4294967039    | N        | 0          |
| MaxNoOfSubscribers                |    2 | unsigned | 0          | 0        | 4294967039    | N        | 0          |
| MaxNoOfConcurrentSubOperations    |    2 | unsigned | 256        | 0        | 4294967039    | N        | 256        |
| MaxBufferedEpochs                 |    2 | unsigned | 100        | 1        | 100000        | N        | 100        |
| MaxNoOfExecutionThreads           |    2 | unsigned | 0          | 2        | 72            | N        | 2          |
| MaxBufferedEpochBytes             |    2 | unsigned | 26214400   | 26214400 | 4294967039    | N        | 26214400   |
| MaxLCPStartDelay                  |    2 | unsigned | 0          | 0        | 600           | N        | 0          |
| MaxStartFailRetries               |    2 | unsigned | 3          | 0        | 4294967039    | N        | 3          |
| MaxParallelScansPerFragment       |    2 | unsigned | 256        | 1        | 4294967039    | N        | 256        |
| MaxDMLOperationsPerTransaction    |    2 | unsigned | 4294967295 | 32       | 4294967295    | N        | 4294967295 |
| MaxDiskWriteSpeed                 |    2 | unsigned | 20971520   | 1048576  | 1099511627776 | N        | 20971520   |
| MaxDiskWriteSpeedOtherNodeRestart |    2 | unsigned | 52428800   | 1048576  | 1099511627776 | N        | 52428800   |
| MaxDiskWriteSpeedOwnRestart       |    2 | unsigned | 209715200  | 1048576  | 1099511627776 | N        | 209715200  |
| MaxParallelCopyInstances          |    2 | unsigned | 0          | 0        | 64            | N        | 0          |
| MaxSendDelay                      |    2 | unsigned | 0          | 0        | 11000         | N        | 0          |
+-----------------------------------+------+----------+------------+----------+---------------+----------+------------+
54 rows in set (0.01 sec)

mysql> 

dict_obj_info
The dict_obj_info table provides information about
NDB data dictionary (DICT) objects such as tables and indexes.
こちらのテーブルはNDBデータディクショナリーの情報を確認する事が可能です。


mysql> select * from dict_obj_info limit 5;
+------+------+----------+-------+-----------------+---------------+----------------------------+
| type | id   | version  | state | parent_obj_type | parent_obj_id | fq_name                    |
+------+------+----------+-------+-----------------+---------------+----------------------------+
|    6 |   89 |        1 |     4 |               2 |            88 | sys/def/88/PRIMARY         |
|   18 |   44 |        1 |     4 |               6 |            98 | NDB$INDEX_98_CUSTOM        |
|    2 |   31 | 16777218 |     4 |               0 |             0 | TEST_DB_InnoDB/def/Country |
|    6 |   59 |        1 |     4 |               2 |            33 | sys/def/33/PRIMARY         |
|   18 |    2 |        1 |     4 |               6 |            37 | NDB$INDEX_37_CUSTOM        |
+------+------+----------+-------+-----------------+---------------+----------------------------+
5 rows in set (0.00 sec)

mysql> 

table_distribution_status
The table_distribution_status table provides information about the progress of table distribution for NDB tables.
こちらのテーブルでは、NDBテーブルのディストリビューションステータスを確認する事が可能です。

mysql> select * from table_distribution_status limit 5;
+---------+----------+-----------------+-------------------+----------------+------------+-------------+----------------+---------------+--------------------+-----------------+------------------+
| node_id | table_id | tab_copy_status | tab_update_status | tab_lcp_status | tab_status | tab_storage | tab_partitions | tab_fragments | current_scan_count | scan_count_wait | is_reorg_ongoing |
+---------+----------+-----------------+-------------------+----------------+------------+-------------+----------------+---------------+--------------------+-----------------+------------------+
|       1 |        2 | IDLE            | IDLE              | COMPLETED      | ACTIVE     | NORMAL      |              2 |             2 |                  0 |               0 |                0 |
|       1 |        3 | IDLE            | IDLE              | COMPLETED      | ACTIVE     | NORMAL      |              2 |             2 |                  0 |               0 |                0 |
|       1 |       11 | IDLE            | IDLE              | COMPLETED      | ACTIVE     | NORMAL      |              2 |             2 |                  0 |               0 |                0 |
|       1 |       12 | IDLE            | IDLE              | COMPLETED      | ACTIVE     | NORMAL      |              2 |             2 |                  0 |               0 |                0 |
|       1 |       13 | IDLE            | IDLE              | COMPLETED      | ACTIVE     | NORMAL      |              2 |             2 |                  0 |               0 |                0 |
+---------+----------+-----------------+-------------------+----------------+------------+-------------+----------------+---------------+--------------------+-----------------+------------------+
5 rows in set (0.00 sec)

mysql> 

table_fragments
The table_fragments table provides information about the fragmentation, partitioning, distribution, and (internal) replication of NDB tables.
此方のテーブルでは、NDBテーブルのフラグメンテーション、パーティション、ディストリビューション、レプリケーションを確認する事が可能です。

mysql> select * from table_fragments limit 5;
+---------+----------+--------------+-------------+-----------------+-------------+----------------+-----------------+-------------------+----------------------+-----------------------+----------------------+--------------------+-------------------+------------------+
| node_id | table_id | partition_id | fragment_id | partition_order | log_part_id | no_of_replicas | current_primary | preferred_primary | current_first_backup | current_second_backup | current_third_backup | num_alive_replicas | num_dead_replicas | num_lcp_replicas |
+---------+----------+--------------+-------------+-----------------+-------------+----------------+-----------------+-------------------+----------------------+-----------------------+----------------------+--------------------+-------------------+------------------+
|       1 |        2 |   4294967295 |           0 |               0 |           0 |              2 |               1 |                 1 |                    2 |                     0 |                    0 |                  2 |                 0 |                0 |
|       1 |        2 |   4294967295 |           1 |               0 |           0 |              2 |               2 |                 2 |                    1 |                     0 |                    0 |                  2 |                 0 |                0 |
|       1 |        3 |   4294967295 |           0 |               0 |           1 |              2 |               1 |                 1 |                    2 |                     0 |                    0 |                  2 |                 0 |                0 |
|       1 |        3 |   4294967295 |           1 |               0 |           1 |              2 |               2 |                 2 |                    1 |                     0 |                    0 |                  2 |                 0 |                0 |
|       1 |       11 |   4294967295 |           0 |               0 |           3 |              2 |               1 |                 1 |                    2 |                     0 |                    0 |                  2 |                 0 |                0 |
+---------+----------+--------------+-------------+-----------------+-------------+----------------+-----------------+-------------------+----------------------+-----------------------+----------------------+--------------------+-------------------+------------------+
5 rows in set (0.00 sec)

mysql> 

table_info
The table_info table provides information about logging, checkpointing, distribution, and storage options in effect for individual NDB tables.
こちらのテーブルでは、各NDBテーブルのログ設定、チェックポイント、ディストリビューション、ストレージオプション等を確認する事が可能です。

mysql> select * from  table_info limit 5;
+----------+--------------+------------------+-----------------------+-------------+------------------+--------------+------------+-------------------+------------+
| table_id | logged_table | row_contains_gci | row_contains_checksum | read_backup | fully_replicated | storage_type | hashmap_id | partition_balance | create_gci |
+----------+--------------+------------------+-----------------------+-------------+------------------+--------------+------------+-------------------+------------+
|       31 |            1 |                1 |                     1 |           0 |                0 | MEMORY       |          1 | FOR_RP_BY_LDM     |          0 |
|       12 |            1 |                1 |                     1 |           0 |                0 | DISK         |          1 | FOR_RP_BY_LDM     |          0 |
|       82 |            1 |                1 |                     1 |           0 |                0 | MEMORY       |          1 | FOR_RP_BY_LDM     |          0 |
|       13 |            1 |                1 |                     1 |           0 |                0 | MEMORY       |          1 | FOR_RP_BY_LDM     |          0 |
|        3 |            1 |                1 |                     1 |           0 |                0 | MEMORY       |          1 | FOR_RP_BY_LDM     |          0 |
+----------+--------------+------------------+-----------------------+-------------+------------------+--------------+------------+-------------------+------------+
5 rows in set (0.01 sec)

mysql> 

table_replicas
The table_replicas table provides information about the copying, distribution, and checkpointing of NDB table fragments and fragment replicas.
こちらのテーブルでは、NDBテーブルフラグメントとレプリカのコピー、ディストリビューション、チェックポイントの情報を確認する事が可能です。

mysql> select * from table_replicas limit 5;
+---------+----------+-------------+-------------+-----------------+----------------+----------------------+----------------------+------------------------+-------------+-------------+----------------------+------------------------+-----------------+------------------+------------------+
| node_id | table_id | fragment_id | initial_gci | replica_node_id | is_lcp_ongoing | num_crashed_replicas | last_max_gci_started | last_max_gci_completed | last_lcp_id | prev_lcp_id | prev_max_gci_started | prev_max_gci_completed | last_create_gci | last_replica_gci | is_replica_alive |
+---------+----------+-------------+-------------+-----------------+----------------+----------------------+----------------------+------------------------+-------------+-------------+----------------------+------------------------+-----------------+------------------+------------------+
|       1 |        2 |           0 |           2 |               1 |              0 |                    0 |                60743 |                  60743 |          35 |       57834 |                57834 |                     34 |           57834 |       4294967295 |                1 |
|       1 |        2 |           0 |           2 |               2 |              0 |                    0 |                60743 |                  60743 |          35 |       57834 |                57834 |                     34 |           57834 |       4294967295 |                1 |
|       1 |        2 |           1 |           2 |               1 |              0 |                    0 |                60743 |                  60743 |          35 |       57834 |                57834 |                     34 |           57834 |       4294967295 |                1 |
|       1 |        2 |           1 |           2 |               2 |              0 |                    0 |                60743 |                  60743 |          35 |       57834 |                57834 |                     34 |           57834 |       4294967295 |                1 |
|       1 |        3 |           0 |           2 |               1 |              0 |                    0 |                60743 |                  60743 |          35 |       57834 |                57834 |                     34 |           57834 |       4294967295 |                1 |
+---------+----------+-------------+-------------+-----------------+----------------+----------------------+----------------------+------------------------+-------------+-------------+----------------------+------------------------+-----------------+------------------+------------------+
5 rows in set (0.00 sec)

mysql> 

これらの追加機能やテーブルを活用して、更にMSQL Clusterを活用するケースが増えればと思います。

参考: https://dev.mysql.com/doc/refman/5.7/en/mysql-cluster-what-is-new.html

補足:アップグレードに再度パフォーマンス検証(MySQL Cluster 7.5.4 + Sysbench 0.5)
READ_BACKUP=0
185.78 per sec

ALTER TABLE sbtest1 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest2 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest3 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest4 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            156310
        write:                           0
        other:                           22330
        total:                           178640
    transactions:                        11165  (185.78 per sec.)
    read/write requests:                 156310 (2600.95 per sec.)
    other operations:                    22330  (371.56 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.0973s
    total number of events:              11165
    total time taken by event execution: 1921.4885s
    response time:
         min:                                 38.13ms
         avg:                                172.10ms
         max:                                390.91ms
         approx.  95 percentile:             243.58ms

Threads fairness:
    events (avg/stddev):           348.9062/3.30
    execution time (avg/stddev):   60.0465/0.02

READ_BACKUP=1
240.78 per sec.

ALTER TABLE sbtest1 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest2 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest3 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
ALTER TABLE sbtest4 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            202482
        write:                           0
        other:                           28926
        total:                           231408
    transactions:                        14463  (240.78 per sec.)
    read/write requests:                 202482 (3370.96 per sec.)
    other operations:                    28926  (481.57 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.0666s
    total number of events:              14463
    total time taken by event execution: 1919.6420s
    response time:
         min:                                 66.34ms
         avg:                                132.73ms
         max:                                500.21ms
         approx.  95 percentile:             183.90ms

Threads fairness:
    events (avg/stddev):           451.9688/3.86
    execution time (avg/stddev):   59.9888/0.04

[root@CL-SLAVE01 sys03]# 

MySQL Cluster7.5からPK参照以外の参照性能が向上している。
テーブル作成時にREAD_BACKUPオプションを利用するか、ndb_read_backupオプションを設定しておくとPRIMARYレプリカだけでなく、SECONDARYレプリカからもデータが参照する事が出来るようになる。
MySQL7.4までは常に、PRIMARYレプリカからデータを参照していたので、ローカルにPRIMARYデータが無い場合は、PRIMARYデータを持っているノードまで取得しにいく必要があった。

イメージ

cluster

参照:
14.1.18.7 Setting NDB_TABLE options in table comments

抜粋: 
READ_BACKUP: Setting this option to 1 has the same effect as though ndb_read_backup were enabled; enables reading from any replica.
Setting this option to 1 automatically sets FRAGMENT_COUNT_TYPE to ONE_PER_LDM_PER_NODE_GROUP (see next item).
Starting with MySQL Cluster NDB 7.5.3, you can set READ_BACKUP for an existing table online,
using an ALTER TABLE statement similar to one of those shown here:


ALTER TABLE ... ALGORITHM=INPLACE, COMMENT="NDB_TABLE=READ_BACKUP=1";
ALTER TABLE ... ALGORITHM=INPLACE, COMMENT="NDB_TABLE=READ_BACKUP=0";

【結論】
結果としては、READ_BACKUPをONにした方が、3割程パフォーマンスが向上していました。
非常に非力な、仮想環境での検証なので皆さんの環境でも是非検証してみて下さい。
大幅にパフォーマンスが改善する可能性があります。

READ_BACKUP=0 (OFF)
transactions: 5650 (93.91 per sec.)
transactions: 5718 (94.91 per sec.)
transactions: 5698 (94.71 per sec.)
transactions: 5490 (91.24 per sec.)

READ_BACKUP=1 (ON)
transactions: 7234 (120.17 per sec.)
transactions: 7403 (123.00 per sec.)
transactions: 7419 (123.32 per sec.)
transactions: 7264 (120.77 per sec.)

※ マシーン自体は非力なのでTPSは少ないですが、どちらも全く同じ状況で検証しています。

■ 簡単にSYSBENCH0.5のOLTP READで、参照パフォーマンスの確認を行ってみました。
メモリーが無いので、データは1万件しかいれてません。(1万 X 4テーブル)


mysql> select @@version;
+----------------------------------+
| @@version                        |
+----------------------------------+
| 5.7.13-ndb-7.5.3-cluster-gpl-log |
+----------------------------------+
1 row in set (0.00 sec)

mysql> show tables;
+--------------------+
| Tables_in_sysbench |
+--------------------+
| sbtest1            |
| sbtest2            |
| sbtest3            |
| sbtest4            |
+--------------------+
4 rows in set (0.00 sec)

mysql> select count(*) from sbtest1;
+----------+
| count(*) |
+----------+
|    10000 |
+----------+
1 row in set (0.00 sec)

mysql> 

SYSBENCHのスレッド数と実行しているQUERY
‐ 32スレッドで60秒程実行しています。 
‐ Queryの殆どは、BETWEEN等を利用しているのでPKで特定のデータをピンポイントで持ってくる処理ではありません。


/bin/sysbench \
  --test=../lua/db/oltp.lua \
  --rand-init=on \
  --db-driver=mysql \
  --oltp-table-size=${TSIZE} \
  --rand-type=uniform \
  --oltp-read-only=on \
  --oltp-tables-count=${NTBLE}\
  --mysql-db=sysbench \
  --mysql-host=${ENDPOINT} \
  --mysql-user=bench_user \
  --mysql-password=password \
  --max-time=60 \
  --max-requests=0 \
  --num-threads=32 \




[root@CL-SLAVE01 sys03]# cat ../lua/db/oltp.lua | egrep -i select 
   for i=1, oltp_point_selects do
      rs = db_query("SELECT c FROM ".. table_name .." WHERE id=" .. sb_rand(1, oltp_table_size))
      rs = db_query("SELECT c FROM ".. table_name .." WHERE id BETWEEN " .. range_start .. " AND " .. range_start .. "+" .. oltp_range_size - 1)
      rs = db_query("SELECT SUM(K) FROM ".. table_name .." WHERE id BETWEEN " .. range_start .. " AND " .. range_start .. "+" .. oltp_range_size - 1)
      rs = db_query("SELECT c FROM ".. table_name .." WHERE id BETWEEN " .. range_start .. " AND " .. range_start .. "+" .. oltp_range_size - 1 .. " ORDER BY c")
      rs = db_query("SELECT DISTINCT c FROM ".. table_name .." WHERE id BETWEEN " .. range_start .. " AND " .. range_start .. "+" .. oltp_range_size - 1 .. " ORDER BY c")
[root@CL-SLAVE01 sys03]# 

上記のテーブルとデータでDEFAULTの状態(READ_BACKUPをOFF)で検証してみます。

[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            79100
        write:                           0
        other:                           11300
        total:                           90400
    transactions:                        5650   (93.91 per sec.)
    read/write requests:                 79100  (1314.76 per sec.)
    other operations:                    11300  (187.82 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1630s
    total number of events:              5650
    total time taken by event execution: 1919.4297s
    response time:
         min:                                 89.72ms
         avg:                                339.72ms
         max:                                617.21ms
         approx.  95 percentile:             442.32ms

Threads fairness:
    events (avg/stddev):           176.5625/2.45
    execution time (avg/stddev):   59.9822/0.11

[root@CL-SLAVE01 sys03]# 




[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            80052
        write:                           0
        other:                           11436
        total:                           91488
    transactions:                        5718   (94.91 per sec.)
    read/write requests:                 80052  (1328.77 per sec.)
    other operations:                    11436  (189.82 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.2452s
    total number of events:              5718
    total time taken by event execution: 1924.6034s
    response time:
         min:                                161.28ms
         avg:                                336.59ms
         max:                                646.96ms
         approx.  95 percentile:             441.26ms

Threads fairness:
    events (avg/stddev):           178.6875/2.28
    execution time (avg/stddev):   60.1439/0.07

[root@CL-SLAVE01 sys03]# 

READ_BACKUPをONにしています。ALTERテーブルでテーブル毎に設定変更可能です。


mysql> ALTER TABLE sbtest1 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.11 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest2 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.12 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest3 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.10 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest4 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.20 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> 

READ_BACKUPオプションをONにしたので、同じテストを実行してみます。


[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            101276
        write:                           0
        other:                           14468
        total:                           115744
    transactions:                        7234   (120.17 per sec.)
    read/write requests:                 101276 (1682.33 per sec.)
    other operations:                    14468  (240.33 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1997s
    total number of events:              7234
    total time taken by event execution: 1919.6510s
    response time:
         min:                                 61.99ms
         avg:                                265.37ms
         max:                                515.43ms
         approx.  95 percentile:             350.01ms

Threads fairness:
    events (avg/stddev):           226.0625/0.97
    execution time (avg/stddev):   59.9891/0.10

[root@CL-SLAVE01 sys03]# 



[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            103642
        write:                           0
        other:                           14806
        total:                           118448
    transactions:                        7403   (123.00 per sec.)
    read/write requests:                 103642 (1722.05 per sec.)
    other operations:                    14806  (246.01 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1852s
    total number of events:              7403
    total time taken by event execution: 1923.2176s
    response time:
         min:                                143.96ms
         avg:                                259.79ms
         max:                                421.40ms
         approx.  95 percentile:             328.68ms

Threads fairness:
    events (avg/stddev):           231.3438/0.59
    execution time (avg/stddev):   60.1006/0.05

[root@CL-SLAVE01 sys03]# 

■ 再テストでREAD_BACKUPをOFFにしてみます。


mysql> ALTER TABLE sbtest1 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.09 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest2 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.10 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest3 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.11 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest4 COMMENT="NDB_TABLE=READ_BACKUP=0 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.21 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> 

READ_BACKUPをOFFにした状態で再度検証してみると、TPSは落ちています。

[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            79772
        write:                           0
        other:                           11396
        total:                           91168
    transactions:                        5698   (94.71 per sec.)
    read/write requests:                 79772  (1325.97 per sec.)
    other operations:                    11396  (189.42 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1611s
    total number of events:              5698
    total time taken by event execution: 1920.7135s
    response time:
         min:                                118.55ms
         avg:                                337.09ms
         max:                                600.45ms
         approx.  95 percentile:             440.47ms

Threads fairness:
    events (avg/stddev):           178.0625/1.71
    execution time (avg/stddev):   60.0223/0.09

[root@CL-SLAVE01 sys03]# 


[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            76860
        write:                           0
        other:                           10980
        total:                           87840
    transactions:                        5490   (91.24 per sec.)
    read/write requests:                 76860  (1277.31 per sec.)
    other operations:                    10980  (182.47 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1734s
    total number of events:              5490
    total time taken by event execution: 1922.5091s
    response time:
         min:                                171.24ms
         avg:                                350.18ms
         max:                                801.92ms
         approx.  95 percentile:             478.98ms

Threads fairness:
    events (avg/stddev):           171.5625/1.32
    execution time (avg/stddev):   60.0784/0.06

[root@CL-SLAVE01 sys03]# 

READ_BACKUP設定を再度ONにしています。


mysql> ALTER TABLE sbtest1 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.20 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest2 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.20 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest3 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.10 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> ALTER TABLE sbtest4 COMMENT="NDB_TABLE=READ_BACKUP=1 NDB_TABLE=PARTITION_BALANCE=FOR_RA_BY_LDM";
Query OK, 0 rows affected (0.16 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> 

もう一度、READ_BACKUPをONにしてパフォーマンスを確認してみました。
やはり、ONにした方が今回の環境ではパフォーマンスが良いようです。

[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            103866
        write:                           0
        other:                           14838
        total:                           118704
    transactions:                        7419   (123.32 per sec.)
    read/write requests:                 103866 (1726.47 per sec.)
    other operations:                    14838  (246.64 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1609s
    total number of events:              7419
    total time taken by event execution: 1920.0195s
    response time:
         min:                                 91.51ms
         avg:                                258.80ms
         max:                                463.14ms
         approx.  95 percentile:             351.79ms

Threads fairness:
    events (avg/stddev):           231.8438/0.83
    execution time (avg/stddev):   60.0006/0.13

[root@CL-SLAVE01 sys03]#


[root@CL-SLAVE01 sys03]# ../oltp_test_read_only 
sysbench 0.5:  multi-threaded system evaluation benchmark

Running the test with following options:
Number of threads: 32
Initializing random number generator from timer.

Random number generator seed is 0 and will be ignored


Threads started!

OLTP test statistics:
    queries performed:
        read:                            101696
        write:                           0
        other:                           14528
        total:                           116224
    transactions:                        7264   (120.77 per sec.)
    read/write requests:                 101696 (1690.77 per sec.)
    other operations:                    14528  (241.54 per sec.)
    ignored errors:                      0      (0.00 per sec.)
    reconnects:                          0      (0.00 per sec.)

General statistics:
    total time:                          60.1476s
    total number of events:              7264
    total time taken by event execution: 1921.1800s
    response time:
         min:                                 77.60ms
         avg:                                264.48ms
         max:                                454.03ms
         approx.  95 percentile:             343.88ms

Threads fairness:
    events (avg/stddev):           227.0000/0.79
    execution time (avg/stddev):   60.0369/0.06

[root@CL-SLAVE01 sys03]# 

MySQL Cluster 7.5はMySQL5.7ベースのMySQLが利用可能なので、JSONが利用出来たり色々な改善が加わっています。
これまでより、多くのケースで活用出来る場面が増えてくるかと思います。詳細は以下のURLを参照下さい。
19.1.4 What is New in MySQL Cluster NDB 7.5

例) MySQL Cluster7.5のndbinfoから,こちらのようにテーブルの情報も確認出来るようになってます。


mysql> SELECT  p.param_name AS Name,
    ->         v.node_id AS Node,
    ->         p.param_type AS Type,
    ->         p.param_default AS 'Default',
    ->         p.param_min AS Minimum,
    ->         p.param_max AS Maximum,
    ->         CASE p.param_mandatory WHEN 1 THEN 'Y' ELSE 'N' END AS 'Required',
    ->         v.config_value AS Current
    -> FROM    config_params p
    -> JOIN    config_values v
    -> ON      p.param_number = v.config_param
    -> WHERE   p. param_name IN ('NodeId', 'HostName','DataMemory', 'IndexMemory');
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
| Name        | Node | Type     | Default   | Minimum | Maximum       | Required | Current        |
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
| NodeId      |    1 | unsigned |           | 1       | 48            | Y        | 1              |
| HostName    |    1 | string   | localhost |         |               | N        | 192.168.56.114 |
| DataMemory  |    1 | unsigned | 83886080  | 1048576 | 1099511627776 | N        | 134217728      |
| IndexMemory |    1 | unsigned | 18874368  | 1048576 | 1099511627776 | N        | 68157440       |
| NodeId      |    2 | unsigned |           | 1       | 48            | Y        | 2              |
| HostName    |    2 | string   | localhost |         |               | N        | 192.168.56.115 |
| DataMemory  |    2 | unsigned | 83886080  | 1048576 | 1099511627776 | N        | 134217728      |
| IndexMemory |    2 | unsigned | 18874368  | 1048576 | 1099511627776 | N        | 68157440       |
+-------------+------+----------+-----------+---------+---------------+----------+----------------+
8 rows in set (0.09 sec)

mysql> 

MySQL Clusterに関しても、セミナーで紹介していたりするので都合が付けば是非参加下さい。
https://www-jp.mysql.com/news-and-events/events/


InnoDB Clusterは、MySQLの高可用性構成をサポートするMySQLの可用性フレームワークです。
まだLab版ですが、既にRCになっているMySQL Group Replication、GAになっているMySQL Router (GAはバージョンは1.x),MySQL Shell (DMR)を組み合わせて高可用性を実現しています。
基本的な動作は、MySQL Fabricに似ていますが、管理リポジトリー自体がGroup Replication内にあるので、デフォルトで冗長化されています。また、MySQL Router,MySQL Shell,MySQL Group Replicationが蜜に連携していて1つのHAパッケージのようになっています。まだ、十分に検証出来ていませんが、基本的な動作を確認したので、此方にメモしておきます。
※まだLab版なので、仕様は変わると思います。

innodb_cluster

ダウンロード
MySQL Labs :: MySQL InnoDB Cluster 5.7.15 Preview
※ インストール方法は、RPMが提供されているので割愛しています。

■ Sandboxインスタンスのデプロイ
※ Do not run MySQL Shell as root.
以下のdeployLocalInstanceコマンドで新規インスタンスが構築されます。


[root@replications admin]# su - mysql
最終ログイン: 2016/09/27 (火) 22:32:27 JST日時 pts/2
-bash-4.2$ mysqlsh
Welcome to MySQL Shell 1.0.5-labs Development Preview

Copyright (c) 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type '\help', '\h' or '\?' for help, type '\quit' or '\q' to exit.

Currently in JavaScript mode. Use \sql to switch to SQL mode and execute queries.
mysql-js> dba.deployLocalInstance(3310)
A new MySQL sandbox instance will be created on this host in 
/home/mysql/mysql-sandboxes/3310

Please enter a MySQL root password for the new instance: 
Deploying new MySQL instance...

Instance localhost:3310 successfully deployed and started.
Use '\connect root@localhost:3310' to connect to the instance.

mysql-js> dba.deployLocalInstance(3320) 
A new MySQL sandbox instance will be created on this host in 
/home/mysql/mysql-sandboxes/3320

Please enter a MySQL root password for the new instance: 
Deploying new MySQL instance...

Instance localhost:3320 successfully deployed and started.
Use '\connect root@localhost:3320' to connect to the instance.

mysql-js> dba.deployLocalInstance(3330)
A new MySQL sandbox instance will be created on this host in 
/home/mysql/mysql-sandboxes/3330

Please enter a MySQL root password for the new instance: 
Deploying new MySQL instance...

Instance localhost:3330 successfully deployed and started.
Use '\connect root@localhost:3330' to connect to the instance.

mysql-js> 


[root@replications mysql-sandboxes]# pwd
/home/mysql/mysql-sandboxes
[root@replications mysql-sandboxes]# ls -l
合計 12
drwxrwxr-x. 4 mysql mysql 4096  9月 27 17:25 3310
drwxrwxr-x. 4 mysql mysql 4096  9月 27 17:26 3320
drwxrwxr-x. 4 mysql mysql 4096  9月 27 17:27 3330
[root@replications mysql-sandboxes]# ls -l 3310/
合計 28
-rw-r-----. 1 mysql mysql    5  9月 27 17:25 3310.pid
drwxr-x---. 5 mysql mysql 4096  9月 27 17:25 data
-rw-------. 1 mysql mysql  806  9月 27 17:25 my.cnf
drwxrwxr-x. 2 mysql mysql    6  9月 27 17:25 mysql-files
srwxrwxrwx. 1 mysql mysql    0  9月 27 17:25 mysqld.sock
-rw-------. 1 mysql mysql    5  9月 27 17:25 mysqld.sock.lock
srwxrwxrwx. 1 mysql mysql    0  9月 27 17:25 mysqlx.sock
-rw-------. 1 mysql mysql    6  9月 27 17:25 mysqlx.sock.lock
-rwx------. 1 mysql mysql  121  9月 27 17:25 start.sh
-rwx------. 1 mysql mysql  186  9月 27 17:25 stop.sh
[root@replications mysql-sandboxes]# ls -l 3310/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:25 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:25 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:25 auto.cnf
-rw-r-----. 1 mysql mysql    14266  9月 27 17:25 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:25 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:25 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:25 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:25 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:25 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:25 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 sys
[root@replications mysql-sandboxes]# ls -l 3320/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:26 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:26 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:26 auto.cnf
-rw-r-----. 1 mysql mysql    14369  9月 27 17:26 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:26 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:26 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:26 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:26 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:26 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:26 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 sys
[root@replications mysql-sandboxes]# ls -l 3330/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:27 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:27 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:27 auto.cnf
-rw-r-----. 1 mysql mysql    13201  9月 27 17:27 error.log
-rw-r-----. 1 mysql mysql      359  9月 27 17:27 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:27 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 sys
[root@replications mysql-sandboxes]# ls -l 3330/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:27 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:27 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:27 auto.cnf
-rw-r-----. 1 mysql mysql    13201  9月 27 17:27 error.log
-rw-r-----. 1 mysql mysql      359  9月 27 17:27 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:27 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 sys
[root@replications mysql-sandboxes]# 

■ InnoDB Clusterの初期化
※Do not lose the MASTER key because it is required for managing the InnoDB cluster.
構築したインスタンスでグループレプリケーションを構築します。


mysql-js> \connect root@localhost:3310
Creating a Session to 'root@localhost:3310'
Enter password: 
Classic Session successfully established. No default schema selected.
mysql-js> cluster = dba.createCluster('test')
A new InnoDB cluster will be created on instance 'root@localhost:3310'.

When setting up a new InnoDB cluster it is required to define an administrative
MASTER key for the cluster. This MASTER key needs to be re-entered when making
changes to the cluster later on, e.g.adding new MySQL instances or configuring
MySQL Routers. Losing this MASTER key will require the configuration of all
InnoDB cluster entities to be changed.

Please specify an administrative MASTER key for the cluster 'test': 
Creating InnoDB cluster 'test' on 'root@localhost:3310'...
Adding Seed Instance...

Cluster successfully created. Use Cluster.addInstance() to add MySQL instances.
At least 3 instances are needed for the cluster to be able to withstand up to
one server failure.

<Cluster:test>
mysql-js> 



[root@replications mysql-sandboxes]# ls -l 3310/data/
合計 122988
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000002
-rw-r-----. 1 mysql mysql    10397  9月 27 17:31 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:25 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:25 auto.cnf
-rw-r-----. 1 mysql mysql    21676  9月 27 17:31 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:25 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:31 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:25 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:31 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:31 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:25 mysql
drwxr-x---. 2 mysql mysql     4096  9月 27 17:31 mysql_innodb_cluster_metadata
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 performance_schema
-rw-r-----. 1 mysql mysql      232  9月 27 17:31 replications-relay-bin-group_replication_applier.000001
-rw-r-----. 1 mysql mysql      598  9月 27 17:31 replications-relay-bin-group_replication_applier.000002
-rw-r-----. 1 mysql mysql      116  9月 27 17:31 replications-relay-bin-group_replication_applier.index
-rw-r-----. 1 mysql mysql      150  9月 27 17:31 replications-relay-bin-group_replication_recovery.000001
-rw-r-----. 1 mysql mysql       59  9月 27 17:31 replications-relay-bin-group_replication_recovery.index
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 sys
[root@replications mysql-sandboxes]# ls -l 3320/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:26 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:26 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:26 auto.cnf
-rw-r-----. 1 mysql mysql    14369  9月 27 17:26 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:26 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:26 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:26 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:26 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:26 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:26 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 sys
[root@replications mysql-sandboxes]# ls -l 3330/data/
合計 122948
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000002
-rw-r-----. 1 mysql mysql      150  9月 27 17:27 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:27 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:27 auto.cnf
-rw-r-----. 1 mysql mysql    13201  9月 27 17:27 error.log
-rw-r-----. 1 mysql mysql      359  9月 27 17:27 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:27 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:27 mysql
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 performance_schema
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 sys
[root@replications mysql-sandboxes]# 

■ InnoDB Clusterへのインスタンスの追加
グループレプリケーションへインスタンスを追加します。


mysql-js> cluster.addInstance('root@localhost:3320')
A new instance will be added to the InnoDB cluster. Depending on the amount of
data on the cluster this might take from a few seconds to several hours.

Please provide the password for 'root@localhost:3320': 
Adding instance to the cluster ...

The instance 'root@localhost:3320' was successfully added to the cluster.

mysql-js> cluster.addInstance('root@localhost:3330')
A new instance will be added to the InnoDB cluster. Depending on the amount of
data on the cluster this might take from a few seconds to several hours.

Please provide the password for 'root@localhost:3330': 
Adding instance to the cluster ...

The instance 'root@localhost:3330' was successfully added to the cluster.

mysql-js> 


[root@replications mysql-sandboxes]# ls -l 3310/data/
合計 122988
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:25 ON.000002
-rw-r-----. 1 mysql mysql    12253  9月 27 17:36 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:25 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:25 auto.cnf
-rw-r-----. 1 mysql mysql    23760  9月 27 17:36 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:25 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:36 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:25 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:36 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:36 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:25 mysql
drwxr-x---. 2 mysql mysql     4096  9月 27 17:31 mysql_innodb_cluster_metadata
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 performance_schema
-rw-r-----. 1 mysql mysql      232  9月 27 17:31 replications-relay-bin-group_replication_applier.000001
-rw-r-----. 1 mysql mysql     1336  9月 27 17:36 replications-relay-bin-group_replication_applier.000002
-rw-r-----. 1 mysql mysql      116  9月 27 17:31 replications-relay-bin-group_replication_applier.index
-rw-r-----. 1 mysql mysql      150  9月 27 17:31 replications-relay-bin-group_replication_recovery.000001
-rw-r-----. 1 mysql mysql       59  9月 27 17:31 replications-relay-bin-group_replication_recovery.index
drwxr-x---. 2 mysql mysql     8192  9月 27 17:25 sys
[root@replications mysql-sandboxes]# ls -l 3320/data/
合計 122996
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:26 ON.000002
-rw-r-----. 1 mysql mysql    12129  9月 27 17:36 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:26 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:26 auto.cnf
-rw-r-----. 1 mysql mysql    24847  9月 27 17:37 error.log
-rw-r-----. 1 mysql mysql      362  9月 27 17:26 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:36 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:26 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:36 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:35 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:26 mysql
drwxr-x---. 2 mysql mysql     4096  9月 27 17:35 mysql_innodb_cluster_metadata
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 performance_schema
-rw-r-----. 1 mysql mysql      232  9月 27 17:35 replications-relay-bin-group_replication_applier.000001
-rw-r-----. 1 mysql mysql     2135  9月 27 17:36 replications-relay-bin-group_replication_applier.000002
-rw-r-----. 1 mysql mysql      116  9月 27 17:35 replications-relay-bin-group_replication_applier.index
-rw-r-----. 1 mysql mysql      233  9月 27 17:35 replications-relay-bin-group_replication_recovery.000001
-rw-r-----. 1 mysql mysql      269  9月 27 17:35 replications-relay-bin-group_replication_recovery.000002
-rw-r-----. 1 mysql mysql      118  9月 27 17:35 replications-relay-bin-group_replication_recovery.index
drwxr-x---. 2 mysql mysql     8192  9月 27 17:26 sys
[root@replications mysql-sandboxes]# ls -l 3330/data/
合計 122992
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000001
-rw-r-----. 1 mysql mysql      169  9月 27 17:27 ON.000002
-rw-r-----. 1 mysql mysql    12129  9月 27 17:36 ON.000003
-rw-r-----. 1 mysql mysql       36  9月 27 17:27 ON.index
-rw-r-----. 1 mysql mysql       56  9月 27 17:27 auto.cnf
-rw-r-----. 1 mysql mysql    22841  9月 27 17:36 error.log
-rw-r-----. 1 mysql mysql      359  9月 27 17:27 ib_buffer_pool
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:36 ib_logfile0
-rw-r-----. 1 mysql mysql 50331648  9月 27 17:27 ib_logfile1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:36 ibdata1
-rw-r-----. 1 mysql mysql 12582912  9月 27 17:36 ibtmp1
drwxr-x---. 2 mysql mysql     4096  9月 27 17:27 mysql
drwxr-x---. 2 mysql mysql     4096  9月 27 17:36 mysql_innodb_cluster_metadata
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 performance_schema
-rw-r-----. 1 mysql mysql      232  9月 27 17:36 replications-relay-bin-group_replication_applier.000001
-rw-r-----. 1 mysql mysql     1202  9月 27 17:36 replications-relay-bin-group_replication_applier.000002
-rw-r-----. 1 mysql mysql      116  9月 27 17:36 replications-relay-bin-group_replication_applier.index
-rw-r-----. 1 mysql mysql      233  9月 27 17:36 replications-relay-bin-group_replication_recovery.000001
-rw-r-----. 1 mysql mysql      269  9月 27 17:36 replications-relay-bin-group_replication_recovery.000002
-rw-r-----. 1 mysql mysql      118  9月 27 17:36 replications-relay-bin-group_replication_recovery.index
drwxr-x---. 2 mysql mysql     8192  9月 27 17:27 sys
[root@replications mysql-sandboxes]# 


[root@replications mysql-sandboxes]# netstat -na | grep sandboxes
unix  2      [ ACC ]     STREAM     LISTENING     26245    /home/mysql/mysql-sandboxes/3310/mysqlx.sock
unix  2      [ ACC ]     STREAM     LISTENING     26250    /home/mysql/mysql-sandboxes/3310/mysqld.sock
unix  2      [ ACC ]     STREAM     LISTENING     22039    /home/mysql/mysql-sandboxes/3330/mysqlx.sock
unix  2      [ ACC ]     STREAM     LISTENING     22044    /home/mysql/mysql-sandboxes/3330/mysqld.sock
unix  2      [ ACC ]     STREAM     LISTENING     21930    /home/mysql/mysql-sandboxes/3320/mysqlx.sock
unix  2      [ ACC ]     STREAM     LISTENING     21935    /home/mysql/mysql-sandboxes/3320/mysqld.sock
[root@replications mysql-sandboxes]# 

■ InnoDB Clusterのステータス確認
全てのホストがONLINEでHAが構成されている事が確認出来る。


mysql-js> cluster.status()
{
    "clusterName": "test",
    "defaultReplicaSet": {
        "status": "Cluster tolerant to up to ONE failure.",
        "topology": {
            "localhost:3310": {
                "address": "localhost:3310",
                "status": "ONLINE",
                "role": "HA",
                "mode": "R/W",
                "leaves": {
                    "localhost:3320": {
                        "address": "localhost:3320",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    },
                    "localhost:3330": {
                        "address": "localhost:3330",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    }
                }
            }
        }
    }
}
mysql-js> 

Sandbox環境のGroup ReplicationはSingle Primary Modeで動いています。
It is a configuration mode for Group Replication that makes a single member act as a writeable master (PRIMARY) and the rest of the members act as hot-standbys (SECONDARY).
The group itself coordinates and configures itself automatically to determine which member will act as the PRIMARY, through a leader election mechanism.


-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6446 -e "show variables like 'group_replication_single_primary_mode'"
mysql: [Warning] Using a password on the command line interface can be insecure.
+---------------------------------------+-------+
| Variable_name                         | Value |
+---------------------------------------+-------+
| group_replication_single_primary_mode | ON    |
+---------------------------------------+-------+
-bash-4.2$ 

-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6446 -e "show variables like 'group_replication_enforce_update_everywhere_checks'"
mysql: [Warning] Using a password on the command line interface can be insecure.
+----------------------------------------------------+-------+
| Variable_name                                      | Value |
+----------------------------------------------------+-------+
| group_replication_enforce_update_everywhere_checks | OFF   |
+----------------------------------------------------+-------+
-bash-4.2$ 

-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6447 -e "SELECT * FROM performance_schema.global_status WHERE VARIABLE_NAME='group_replication_primary_member'"
mysql: [Warning] Using a password on the command line interface can be insecure.
+----------------------------------+--------------------------------------+
| VARIABLE_NAME                    | VARIABLE_VALUE                       |
+----------------------------------+--------------------------------------+
| group_replication_primary_member | 944915c6-853a-11e6-8e3d-080027d65c57 |
+----------------------------------+--------------------------------------+
-bash-4.2$ 

■ MySQL Routerのデプロイ
MySQL Routerを起動させて、グループレプリケーションへの接続をコントロールします。


-bash-4.2$ sudo mysqlrouter --bootstrap localhost:3310
[sudo] password for mysql: 
Please enter the administrative MASTER key for the MySQL InnoDB cluster: 
MySQL Router has now been configured for the InnoDB cluster 'test'.

The following connection information can be used to connect to the cluster.

Classic MySQL protocol connections to cluster 'test':
- Read/Write Connections: localhost:6446
- Read/Only Connections: localhost:6447
-bash-4.2$ 


-bash-4.2$ mysqlrouter &
[1] 3615
-bash-4.2$ Logging to /var/log/mysqlrouter/mysqlrouter.log

-bash-4.2$ ps -ef | grep mysqlrouter
mysql     3615  3589  0 14:32 pts/1    00:00:00 mysqlrouter
mysql     3625  3589  0 14:32 pts/1    00:00:00 grep --color=auto mysqlrouter
-bash-4.2$ 

■ MySQLRouter経由でmysqlに接続し動作確認
mysqlshell経由


1) MySQL Shell経由

-bash-4.2$ mysqlsh --uri root@localhost:6446
Creating a Session to 'root@localhost:6446'
Enter password: 
Classic Session successfully established. No default schema selected.
Welcome to MySQL Shell 1.0.5-labs Development Preview

Copyright (c) 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type '\help', '\h' or '\?' for help, type '\quit' or '\q' to exit.

Currently in JavaScript mode. Use \sql to switch to SQL mode and execute queries.
mysql-js> \sql
Switching to SQL mode... Commands end with ;
mysql-sql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3310 |
+--------------+--------+
1 row in set (0.00 sec)
mysql-sql> 


-bash-4.2$ mysqlsh --uri root@localhost:6447
Creating a Session to 'root@localhost:6447'
Enter password: 
Classic Session successfully established. No default schema selected.
Welcome to MySQL Shell 1.0.5-labs Development Preview

Copyright (c) 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type '\help', '\h' or '\?' for help, type '\quit' or '\q' to exit.

Currently in JavaScript mode. Use \sql to switch to SQL mode and execute queries.
mysql-js> \sql
Switching to SQL mode... Commands end with ;
mysql-sql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3330 |
+--------------+--------+
1 row in set (0.00 sec)
mysql-sql>

2) MySQLコマンド経由での確認とステータスの確認


-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6446
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 42
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3310 |
+--------------+--------+
1 row in set (0.00 sec)

mysql> 


-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6447
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 26
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3320 |
+--------------+--------+
1 row in set (0.00 sec)

mysql> 



mysql-js> cluster.status()
{
    "clusterName": "test",
    "defaultReplicaSet": {
        "status": "Cluster tolerant to up to ONE failure.",
        "topology": {
            "localhost:3310": {
                "address": "localhost:3310",
                "status": "ONLINE",
                "role": "HA",
                "mode": "R/W",
                "leaves": {
                    "localhost:3320": {
                        "address": "localhost:3320",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    },
                    "localhost:3330": {
                        "address": "localhost:3330",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    }
                }
            }
        }
    }
}
mysql-js> 

mysql-js> cluster.describe();
{
    "clusterName": "test",
    "adminType": "local",
    "defaultReplicaSet": {
        "name": "default",
        "instances": [
            {
                "name": "localhost:3310",
                "host": "localhost:3310",
                "role": "HA"
            },
            {
                "name": "localhost:3320",
                "host": "localhost:3320",
                "role": "HA"
            },
            {
                "name": "localhost:3330",
                "host": "localhost:3330",
                "role": "HA"
            }
        ]
    }
}
mysql-js> 

■ フェイルオーバーの確認 (HA)
既存のマスターインスタンスをdba.killLocalInstanceでダウンさせてみる。


mysql-js> dba.killLocalInstance(3310)
The MySQL sandbox instance on this host in 
/home/mysql/mysql-sandboxes/3310 will be killed

Killing MySQL instance...

Instance localhost:3310 successfully killed.

mysql-js> 

– 書き込みの接続が3310から3320に代わっている事が確認出来ます。


-bash-4.2$ mysqlsh --uri root@localhost:6446
Creating a Session to 'root@localhost:6446'
Enter password: 
ERROR: 2003 (HY000): Can't connect to remote MySQL server on '127.0.0.1:6446'
-bash-4.2$ mysqlsh --uri root@localhost:6446
Creating a Session to 'root@localhost:6446'
Enter password: 
Classic Session successfully established. No default schema selected.
Welcome to MySQL Shell 1.0.5-labs Development Preview

Copyright (c) 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type '\help', '\h' or '\?' for help, type '\quit' or '\q' to exit.

Currently in JavaScript mode. Use \sql to switch to SQL mode and execute queries.
mysql-js> \sql
Switching to SQL mode... Commands end with ;
mysql-sql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3320 |
+--------------+--------+
1 row in set (0.00 sec)
mysql-sql> 



-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6446
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 35
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3320 |
+--------------+--------+
1 row in set (0.00 sec)

mysql> 


-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6447
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 24
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> select @@hostname,@@port;
+--------------+--------+
| @@hostname   | @@port |
+--------------+--------+
| replications |   3330 |
+--------------+--------+
1 row in set (0.00 sec)

mysql> 


-bash-4.2$ mysqlsh
Welcome to MySQL Shell 1.0.5-labs Development Preview

Copyright (c) 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type '\help', '\h' or '\?' for help, type '\quit' or '\q' to exit.

Currently in JavaScript mode. Use \sql to switch to SQL mode and execute queries.
mysql-js> \connect root@localhost:6446
Creating a Session to 'root@localhost:6446'
Enter password: 
Classic Session successfully established. No default schema selected.
mysql-js> cluster = dba.getCluster()
When the InnoDB cluster was setup, a MASTER key was defined in order to enable
performing administrative tasks on the cluster.

Please specify the administrative MASTER key for the default cluster: 
<Cluster:test>
mysql-js> cluster.status()
{
    "clusterName": "test",
    "defaultReplicaSet": {
        "status": "Cluster is NOT tolerant to any failures.",
        "topology": {
            "localhost:3320": {
                "address": "localhost:3320",
                "status": "ONLINE",
                "role": "HA",
                "mode": "R/W",
                "leaves": {
                    "localhost:3330": {
                        "address": "localhost:3330",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    },
                    "localhost:3310": {
                        "address": "localhost:3310",
                        "status": "OFFLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    }
                }
            }
        }
    }
}
mysql-js> cluster.describe();
{
    "clusterName": "test",
    "adminType": "local",
    "defaultReplicaSet": {
        "name": "default",
        "instances": [
            {
                "name": "localhost:3310",
                "host": "localhost:3310",
                "role": "HA"
            },
            {
                "name": "localhost:3320",
                "host": "localhost:3320",
                "role": "HA"
            },
            {
                "name": "localhost:3330",
                "host": "localhost:3330",
                "role": "HA"
            }
        ]
    }
}
mysql-js> 

■ 停止したインスタンスの再開


mysql-js> dba.startLocalInstance(3310)
The MySQL sandbox instance on this host in 
/home/mysql/mysql-sandboxes/3310 will be started

Starting MySQL instance...

Instance localhost:3310 successfully started.

mysql-js> cluster.status()
{
    "clusterName": "test",
    "defaultReplicaSet": {
        "status": "Cluster is NOT tolerant to any failures.",
        "topology": {
            "localhost:3320": {
                "address": "localhost:3320",
                "status": "ONLINE",
                "role": "HA",
                "mode": "R/W",
                "leaves": {
                    "localhost:3330": {
                        "address": "localhost:3330",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    },
                    "localhost:3310": {
                        "address": "localhost:3310",
                        "status": "OFFLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    }
                }
            }
        }
    }
}
mysql-js> 

■ インスタンスをInnoDB Clusterグループへ再参加


mysql-js> dba.validateInstance('root@localhost:3310')
Please provide a password for 'root@localhost:3310': 
Validating instance...


Running check command.
Checking Group Replication prerequisites.
* Comparing options compatibility with Group Replication... PASS
Server configuration is compliant with the requirements.
* Checking server version... PASS
Server is 5.7.15

* Checking that server_id is unique... PASS
The server_id is valid.


* Checking compliance of existing tables... PASS

The instance: localhost:3310 is valid for Cluster usage

mysql-js> cluster.rejoinInstance('root@localhost:3310')
Please provide the password for 'root@localhost:3310': 
The instance will try rejoining the InnoDB cluster. Depending on the original
problem that made the instance unavailable the rejoin, operation might not be
successful and further manual steps will be needed to fix the underlying
problem.

Please monitor the output of the rejoin operation and take necessary action if
the instance cannot rejoin.
mysql-js> cluster.status()
{
    "clusterName": "test",
    "defaultReplicaSet": {
        "status": "Cluster tolerant to up to ONE failure.",
        "topology": {
            "localhost:3320": {
                "address": "localhost:3320",
                "status": "ONLINE",
                "role": "HA",
                "mode": "R/W",
                "leaves": {
                    "localhost:3310": {
                        "address": "localhost:3310",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    },
                    "localhost:3330": {
                        "address": "localhost:3330",
                        "status": "ONLINE",
                        "role": "HA",
                        "mode": "R/O",
                        "leaves": {}
                    }
                }
            }
        }
    }
}
mysql-js> 

■ SQLクライアントを利用したデータ同期と参照用インスタンスへのラウンドロビンを確認。

1) データ作成


-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6446
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 42
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

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

mysql> create database test;
Query OK, 1 row affected (0.05 sec)

mysql> use test
Database changed
mysql> CREATE TABLE `InnoDB_Cluster` (
    -> `id` int(10) unsigned NOT NULL AUTO_INCREMENT,
    -> `comment` varchar(100) NOT NULL,
    -> `last_update` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
    -> PRIMARY KEY (`id`)
    -> ) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4;
Query OK, 0 rows affected (0.05 sec)

mysql> show databases;
+-------------------------------+
| Database                      |
+-------------------------------+
| information_schema            |
| mysql                         |
| mysql_innodb_cluster_metadata |
| performance_schema            |
| sys                           |
| test                          |
+-------------------------------+
6 rows in set (0.00 sec)

mysql> exit
Bye
-bash-4.2$ mysql -u root -p -h 127.0.0.1 -P 6447
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 21
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> show databases;
+-------------------------------+
| Database                      |
+-------------------------------+
| information_schema            |
| mysql                         |
| mysql_innodb_cluster_metadata |
| performance_schema            |
| sys                           |
| test                          |
+-------------------------------+
6 rows in set (0.00 sec)

mysql> 

■ データを1万件入れてます。

※ もし、参照側データベースにデータをINSERTしようとすると以下のようにエラーになる。
1290 (HY000): The MySQL server is running with the –super-read-only option so it cannot execute this statement
MySQL5.7からのsuper-read-onlyオプションが設定されている。

-bash-4.2$ python innodb_cluster.py 
Finish Creating Data
-bash-4.2$ 

■ 書き込み接続の確認(MySQL Routerの設定により、特定のマスターへ接続)

-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6446 -e 'select @@port,count(*) from test.InnoDB_Cluster'
mysql: [Warning] Using a password on the command line interface can be insecure.
+--------+----------+
| @@port | count(*) |
+--------+----------+
|   3320 |    10000 |
+--------+----------+
-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6446 -e 'select @@port,count(*) from test.InnoDB_Cluster'
mysql: [Warning] Using a password on the command line interface can be insecure.
+--------+----------+
| @@port | count(*) |
+--------+----------+
|   3320 |    10000 |
+--------+----------+
-bash-4.2$ 

■ 読み込み接続の確認(MySQL Routerの設定により、複数スレーブへのラウンドロビン接続)

-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6447 -e 'select @@port,count(*) from test.InnoDB_Cluster'
mysql: [Warning] Using a password on the command line interface can be insecure.
+--------+----------+
| @@port | count(*) |
+--------+----------+
|   3330 |    10000 |
+--------+----------+
-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6447 -e 'select @@port,count(*) from test.InnoDB_Cluster'
mysql: [Warning] Using a password on the command line interface can be insecure.
+--------+----------+
| @@port | count(*) |
+--------+----------+
|   3310 |    10000 |
+--------+----------+
-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6447 -e 'select @@port,count(*) from test.InnoDB_Cluster'
mysql: [Warning] Using a password on the command line interface can be insecure.
+--------+----------+
| @@port | count(*) |
+--------+----------+
|   3330 |    10000 |
+--------+----------+
-bash-4.2$ 

■ その他参考:リポジトリー(各ノードで持っているので冗長化が取れている)

-bash-4.2$ mysql -u root -pP@33word -h 127.0.0.1 -P 6446
mysql: [Warning] Using a password on the command line interface can be insecure.
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 50
Server version: 5.7.15-labs-gr090-log MySQL Community Server (GPL)

Copyright (c) 2000, 2016, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> show databases;
+-------------------------------+
| Database                      |
+-------------------------------+
| information_schema            |
| mysql                         |
| mysql_innodb_cluster_metadata |
| performance_schema            |
| sys                           |
| test                          |
+-------------------------------+
6 rows in set (0.01 sec)

mysql> use mysql_innodb_cluster_metadata
Reading table information for completion of table and column names
You can turn off this feature to get a quicker startup with -A

Database changed
mysql> show tables;
+-----------------------------------------+
| Tables_in_mysql_innodb_cluster_metadata |
+-----------------------------------------+
| clusters                                |
| hosts                                   |
| instances                               |
| replicasets                             |
| schema_version                          |
+-----------------------------------------+
5 rows in set (0.00 sec)

mysql> desc clusters;
+---------------------+------------------+------+-----+---------+----------------+
| Field               | Type             | Null | Key | Default | Extra          |
+---------------------+------------------+------+-----+---------+----------------+
| cluster_id          | int(10) unsigned | NO   | PRI | NULL    | auto_increment |
| cluster_name        | varchar(40)      | NO   | UNI | NULL    |                |
| default_replicaset  | int(10) unsigned | YES  | MUL | NULL    |                |
| description         | text             | YES  |     | NULL    |                |
| mysql_user_accounts | blob             | YES  |     | NULL    |                |
| options             | json             | YES  |     | NULL    |                |
| attributes          | json             | YES  |     | NULL    |                |
+---------------------+------------------+------+-----+---------+----------------+
7 rows in set (0.00 sec)

mysql> desc hosts;
+--------------------+------------------+------+-----+---------+----------------+
| Field              | Type             | Null | Key | Default | Extra          |
+--------------------+------------------+------+-----+---------+----------------+
| host_id            | int(10) unsigned | NO   | PRI | NULL    | auto_increment |
| host_name          | varchar(128)     | YES  |     | NULL    |                |
| ip_address         | varchar(45)      | YES  |     | NULL    |                |
| location           | varchar(256)     | NO   |     | NULL    |                |
| attributes         | json             | YES  |     | NULL    |                |
| admin_user_account | json             | YES  |     | NULL    |                |
+--------------------+------------------+------+-----+---------+----------------+
6 rows in set (0.00 sec)

mysql> desc instances;
+-------------------+---------------------------+------+-----+---------+----------------+
| Field             | Type                      | Null | Key | Default | Extra          |
+-------------------+---------------------------+------+-----+---------+----------------+
| instance_id       | int(10) unsigned          | NO   | PRI | NULL    | auto_increment |
| host_id           | int(10) unsigned          | NO   | MUL | NULL    |                |
| replicaset_id     | int(10) unsigned          | YES  | MUL | NULL    |                |
| mysql_server_uuid | varchar(40)               | NO   | UNI | NULL    |                |
| instance_name     | varchar(40)               | NO   | UNI | NULL    |                |
| role              | enum('HA','readScaleOut') | NO   |     | NULL    |                |
| weight            | float                     | YES  |     | NULL    |                |
| addresses         | json                      | NO   |     | NULL    |                |
| attributes        | json                      | YES  |     | NULL    |                |
| version_token     | int(10) unsigned          | YES  |     | NULL    |                |
| description       | text                      | YES  |     | NULL    |                |
+-------------------+---------------------------+------+-----+---------+----------------+
11 rows in set (0.00 sec)

mysql> desc replicasets;
+-----------------+------------------+------+-----+---------+----------------+
| Field           | Type             | Null | Key | Default | Extra          |
+-----------------+------------------+------+-----+---------+----------------+
| replicaset_id   | int(10) unsigned | NO   | PRI | NULL    | auto_increment |
| cluster_id      | int(10) unsigned | NO   | MUL | NULL    |                |
| replicaset_type | enum('gr')       | NO   |     | NULL    |                |
| topology_type   | enum('pm','mm')  | NO   |     | pm      |                |
| replicaset_name | varchar(40)      | NO   |     | NULL    |                |
| active          | tinyint(1)       | NO   |     | NULL    |                |
| attributes      | json             | YES  |     | NULL    |                |
| description     | text             | YES  |     | NULL    |                |
+-----------------+------------------+------+-----+---------+----------------+
8 rows in set (0.00 sec)

mysql> desc schema_version;
+-------+--------+------+-----+---------+-------+
| Field | Type   | Null | Key | Default | Extra |
+-------+--------+------+-----+---------+-------+
| major | int(1) | NO   |     | 0       |       |
| minor | int(1) | NO   |     | 0       |       |
+-------+--------+------+-----+---------+-------+
2 rows in set (0.00 sec)

mysql> 

■ その他参考:MySQL Router設定

[root@replications mysql-sandboxes]# cat /etc/mysqlrouter/mysqlrouter.conf 
[DEFAULT]
plugin_folder=/lib64/mysqlrouter
# logging_folder=/var/log/mysqlrouter

[logger]
level = INFO

[metadata_cache]
bootstrap_server_addresses=mysql://localhost:3310,mysql://localhost:3320,mysql://localhost:3330
user=mysql_innodb_cluster_reader
password=]yZQL(C7H7AU.x(2
metadata_cluster=test
ttl=300
metadata_replicaset=default

[routing:default_rw]
bind_port=6446
destinations=metadata-cache:///default?role=PRIMARY
mode=read-write

[routing:default_ro]
bind_port=6447
destinations=metadata-cache:///default?role=SECONDARY
mode=read-only
[root@replications mysql-sandboxes]# 


[root@replications mysql-sandboxes]# cat /etc/mysqlrouter/mysqlrouter.ini 
# Copyright (c) 2015, Oracle and/or its affiliates. All rights reserved.
#
# This program is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; version 2 of the License.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301 USA

#
# MySQL Router configuration file
#
# Documentation is available at
#    http://dev.mysql.com/doc/mysql-router/en/

[DEFAULT]
logging_folder = /var/log/mysqlrouter/
plugin_folder = /usr/lib64/mysqlrouter
runtime_folder = /var/run/mysqlrouter
config_folder = /etc/mysqlrouter

[logger]
level = info

# If no plugin is configured which starts a service, keepalive
# will make sure MySQL Router will not immediately exit. It is
# safe to remove once Router is configured.
[keepalive]
interval = 60
[root@replications mysql-sandboxes]# 

参考)
https://dev.mysql.com/doc/mysql-innodb-cluster/en/mysql-innodb-cluster-getting-started.html
http://wagnerbianchi.com/blog/?p=1229
http://wagnerbianchi.com/blog/?p=1259
https://www.pythian.com/blog/rejoining-node-mysqls-innodb-cluster/


先日は、mysqlxプラグインをMySQL Shellから処理して基本動作確認しました。
mysqlxとMySQL Shell初期設定と基本動作確認
本日は、mysqlxに対応しているConnector/Node.jsからMySQLにJSONデータを処理を確認してみました。
基本的には、JohannesさんがMySQL Server Blogに書いた記事をベースに検証しています。
http://mysqlserverteam.com/mysql-5-7-12-part-5-connectornode-js/

【mysqlxとConnector/Node.jsを利用する為の前提条件】
MySQL 5.7.12 or higher, with the X plugin enabled
Node.JS 4.2

Download Connector/Node.js
~概要~
Connector/Node.js is the official Node.js driver for MySQL.
MySQL Connector/Node.js is an native asychronous promise-based client library for the of
MySQL 5.7.12+ providing New CRUD APIs for Document and Relational development

http://dev.mysql.com/downloads/connector/nodejs/

設定前の各種バージョン確認


[root@misc01 nodejs]# node -v
v4.4.3
[root@misc01 nodejs]# npm -v
2.15.1
[root@misc01 nodejs]# 

admin@192.168.56.113 [NEW57]> select @@version;
+-------------------------------------------+
| @@version                                 |
+-------------------------------------------+
| 5.7.12-enterprise-commercial-advanced-log |
+-------------------------------------------+
1 row in set (0.01 sec)

admin@192.168.56.113 [NEW57]> select PLUGIN_NAME,PLUGIN_VERSION,PLUGIN_STATUS,PLUGIN_TYPE_VERSION from information_schema.plugins
    -> where PLUGIN_NAME = 'mysqlx';
+-------------+----------------+---------------+---------------------+
| PLUGIN_NAME | PLUGIN_VERSION | PLUGIN_STATUS | PLUGIN_TYPE_VERSION |
+-------------+----------------+---------------+---------------------+
| mysqlx      | 1.0            | ACTIVE        | 50712.0             |
+-------------+----------------+---------------+---------------------+
1 row in set (0.01 sec)

admin@192.168.56.113 [NEW57]> 

ダウンロード
node.jsもMySQLもコネクター対応している事が確認出来たので、コネクターをダウンロードしてインストールしてみます。


[root@misc01 nodejs]# wget http://dev.mysql.com/get/Downloads/Connector-Nodejs/mysql-connector-nodejs-1.0.2.tar.gz
--2016-04-18 11:00:12--  http://dev.mysql.com/get/Downloads/Connector-Nodejs/mysql-connector-nodejs-1.0.2.tar.gz
dev.mysql.com (dev.mysql.com) をDNSに問いあわせています... 137.254.60.11
dev.mysql.com (dev.mysql.com)|137.254.60.11|:80 に接続しています... 接続しました。
HTTP による接続要求を送信しました、応答を待っています... 302 Found
場所: http://cdn.mysql.com//Downloads/Connector-Nodejs/mysql-connector-nodejs-1.0.2.tar.gz [続く]
--2016-04-18 11:00:18--  http://cdn.mysql.com//Downloads/Connector-Nodejs/mysql-connector-nodejs-1.0.2.tar.gz
cdn.mysql.com (cdn.mysql.com) をDNSに問いあわせています... 104.78.21.123
cdn.mysql.com (cdn.mysql.com)|104.78.21.123|:80 に接続しています... 接続しました。
HTTP による接続要求を送信しました、応答を待っています... 200 OK
長さ: 121705 (119K) [application/x-tar-gz]
`mysql-connector-nodejs-1.0.2.tar.gz' に保存中
100%[==============================================================================================>] 121,705      157KB/s 時間 0.8s   
2016-04-18 11:00:19 (157 KB/s) - `mysql-connector-nodejs-1.0.2.tar.gz' へ保存完了 [121705/121705]
[root@misc01 nodejs]# 

npmを使用してインストール
http://dev.mysql.com/doc/dev/connector-nodejs/
http://dev.mysql.com/doc/dev/connector-nodejs/tutorial-Getting_Started.html


[root@misc01 nodejs]# npm install mysql-connector-nodejs-1.0.2.tar.gz
mysqlx@1.0.2 node_modules/mysqlx
[root@misc01 nodejs]# 

シェルのサンプルを利用した基本動作確認

[root@misc01 nodejs]# cat sample_node_X_API.js 
const mysqlx = require('mysqlx');

mysqlx.getSession({
    host: 'localhost',
    port: 33060,
    dbUser: 'demo_user',
    dbPassword: 'password'
}).then(function (session) {
    return session.createSchema("test_schema").then(function (schema) {
        return schema.createCollection("myCollection");
    }).then(function (collection) {
        return Promise.all([
            collection.add(
                {baz: { foo: "bar"}},
                {foo: { bar: "baz"}}
            ).execute(),
            collection.find("$.baz.foo == 'bar'").execute(function (row) {
                console.log("Row: %j", row);
            }).then(function (res) {
                console.log("Collection find done!");
            }),
            collection.remove("($.foo.bar) == 'baz'").execute().then(function () {
                console.log("Document deleted");
            }),
            collection.drop()
        ]);
    }).then(function () {
        return session.dropSchema("test_schema");
    }).then(function () {
        return session.close();
    });
}).catch(function (err) {
    console.log(err.stack);
    process.exit();
});

上記スクリプトを実行


[root@misc01 nodejs]# node sample_X_API.js 
Row: {"_id":"d0ef5b1d-86e6-34b2-5794-3ebcab02","baz":{"foo":"bar"}}
Collection find done!
Document deleted
[root@misc01 nodejs]# 

実行すると、以下のオブジェクトとデータがmysqlx経由(33060)でjavascriptから登録されている

admin@192.168.56.113 [test_schema]> show tables;
+-----------------------+
| Tables_in_test_schema |
+-----------------------+
| myCollection          |
+-----------------------+
1 row in set (0.01 sec)

admin@192.168.56.113 [test_schema]> select * from myCollection;
+--------------------------------------------------------------------+----------------------------------+
| doc                                                                | _id                              |
+--------------------------------------------------------------------+----------------------------------+
| {"_id": "21dddfdd-2d4e-3cf1-fc5f-05a0e9ea", "foo": {"bar": "baz"}} | 21dddfdd-2d4e-3cf1-fc5f-05a0e9ea |
| {"_id": "7a7a7497-95c8-b7e7-fa15-064a8aba", "baz": {"foo": "bar"}} | 7a7a7497-95c8-b7e7-fa15-064a8aba |
+--------------------------------------------------------------------+----------------------------------+
2 rows in set (0.00 sec)

admin@192.168.56.113 [test_schema]> 

MySQLXのClassは以下のページを参照してください。
http://dev.mysql.com/doc/dev/connector-nodejs/NodeSession.html

その他、幾つかのパターンを検証してみましたが、node.js経由でJSONドキュメントデータをプラグイン経由で処理する事が可能なので、
JSONドキュメント処理をXプロトコル経由で高速に処理出来そうです。ただ、SQL処理とSQLX経由の処理に関しては、自分の方では実際のベンチマークは行っていないので、
Dimitriさんがブログで結果を発表してくれるのを待とうかと思います。
まだリリース間もないので、色々と情報を集めて紹介出来ればと思います。


MySQL FabricにてSharding構成を組んだ環境において、MySQL Routerを利用する場合の設定確認。

Shardingされた環境においても、MySQL Fabric対応コネクターを利用するとアプリケーションからDBへの接続先はFabric管理サーバーで良い。
但し、MySQL Fabric対応コネクターを利用する為には既存アプリケーション書き換えなどが必要になり。導入が大変な為なかなか導入に踏み切れない。
MySQL Routerを利用するとアプリケーションの書き換えは殆ど必要無く、単純に接続先をMySQL Routerに向けるだけで済む為、導入が非常にシンプルになります。
データベースをMySQL FabricにてShardingしていない環境では、MySQL Routerの導入はアプリケーション側もインフラ側もハードルは高くない。
但し、MySQL FabricでShardingされている環境に対応させるには、MySQL Router設定ファイルにそれぞれのShardingグループ毎にMaster(Read-Write)とSlave(Read-Only)を追加する必要がある。
※ ここでは、MySQL Router2.0.2をベースに説明しています。

DB_Con_Shard

Fabricコネクターの場合(接続先はFabric管理ノード)
例)

import mysql.connector 
from mysql.connector import fabric
import time

省略 ...

       conn.set_property(tables=["test.employees"], key=str(emp_no), mode=fabric.MODE_READWRITE, scope=fabric.SCOPE_LOCAL)
省略 ...
       conn.set_property(tables=["test.employees"], key=str(emp_no), mode=fabric.MODE_READONLY, scope=fabric.SCOPE_LOCAL)
省略 ...
       conn=mysql.connector.connect(
          fabric={"host" : "localhost", "port" : 32274, "username": "admin", "password": "admin"}, user="app", database="test", password="app", autocommit=True

MySQL Routerの場合

Router設定ファイルに関してのマニュアル
● Fabricを利用しない場合のRouter設定 (Routerのみの利用の場合)
必要に応じて、connect_timeoutやmax_connectionsを調整して下さい。
https://dev.mysql.com/doc/mysql-router/en/mysql-router-configuration-setup-connection-routing.html

● FabricとRouterを連携する場合のRouter設定
https://dev.mysql.com/doc/mysql-router/en/mysql-router-plugins-fabric-cache.html

MySQL Routerの接続定義ファイルに、以下のようにそれぞれのSharding Groupに対しての接続を作成する。
面倒ですが、アプリケーションからはCaseやIfなどによってSharding Keyの値によって接続先を適宜切り替える必要がある。

以下のような環境の場合の設定

-bash-4.2$ mysqlfabric dump sharding_information
Fabric UUID:  5ca1ab1e-a007-feed-f00d-cab3fe13249e
Time-To-Live: 1
schema_name table_name column_name lower_bound shard_id type_name group_id global_group
----------- ---------- ----------- ----------- -------- --------- -------- ------------
       test  employees      emp_no           1        1     RANGE   shard1       global
       test  employees      emp_no         500        2     RANGE   shard2       global


sharding_def

上記のような環境では、MySQLFabricの定義ファイルは以下のように設定

[fabric_cache:ha1]
address = localhost:32275
user = admin

[routing:Read_Write_Global]
bind_port = 7001
destinations = fabric+cache://ha1/group/global
mode = read-write

[routing:Read_Only_Global]
bind_port = 7002 
destinations = fabric+cache://ha1/group/global
mode = read-only

[routing:Read_Write_shard1]
bind_port = 7003
destinations = fabric+cache://ha1/group/shard1
mode = read-write

[routing:Read_Only_shard1]
bind_port = 7004
destinations = fabric+cache://ha1/group/shard1
mode = read-only

[routing:Read_Write_shard2]
bind_port = 7005
destinations = fabric+cache://ha1/group/shard2
mode = read-write

[routing:Read_Only_shard2]
bind_port = 7006
destinations = fabric+cache://ha1/group/shard2
mode = read-only
[keepalive]
interval = 60

例えば、Shardingグループshard1に対して、書き込みする場合は以下のようにMySQL RouterのRead-Writeに対して接続し、読み込む場合は、shard1のRead-Onlyに対して接続します。書き込みは通常のRouterの動作として、マスター障害が発生するまでは、同じサーバーにアクセスします。読み込みは、以下のようにアクセスする度にラウンドロビンで異なるサーバーに接続されます。


-bash-4.2$ mysql -h 127.0.0.1 -P 7004 -u root --password=root -e "select count(*),@@port FROM test.employees"
+----------+--------+
| count(*) | @@port |
+----------+--------+
|       22 |  63305 |
+----------+--------+

-bash-4.2$ mysql -h 127.0.0.1 -P 7003 -u root --password=root -e "insert into test.employees(emp_no,first_name,last_name) values(23,'Shard1','Insert from P7003')"

-bash-4.2$ mysql -h 127.0.0.1 -P 7004 -u root --password=root -e "select count(*),@@port FROM test.employees"
+----------+--------+
| count(*) | @@port |
+----------+--------+
|       23 |  63304 |
+----------+--------+

-bash-4.2$ mysql -h 127.0.0.1 -P 7004 -u root --password=root -e "select count(*),@@port FROM test.employees"
+----------+--------+
| count(*) | @@port |
+----------+--------+
|       23 |  63305 |
+----------+--------+

MySQL Routerは2015年にリリースされたばかりですが、要件定義と事前検証をしっかり行い利用する事で、
サイト運用者の負荷を軽減する事が可能かと思います。また、システム開発する上での、システムデザインの幅も広げる事が可能です。

Routerを導入したり、その他サポートを受けて自社の工数を削減して生産性を上げたい場合はEnterprise Editionを検討すると良いかと思います。
https://www-jp.mysql.com/products/

その他、もっとシンプルにShardingを導入したい場合はMySQL Clusterを検討しても良いかと思います。
データを各データノードに分散するので、PKベースの処理が殆どの割合を占める場合には良い選択肢かと思います。
以下のページが参考になるかと思います。

奥野氏
MySQL Cluster 7.4で楽しむスケールアウト
山崎氏
MySQL Clusterの特徴とアーキテクチャ
@RDBMS
MySQL ClusterによるNoSQL処理(ClusterJ)

その他、関連メモ
MySQL RouterとMySQL Fabric連携による可用性の向上
MySQL Fabricにおけるsharding Table定義の変更
mysqlfabric shardingで分割したデータの読み込み