New features in Performance Schema 5.7 include instrumentation for locks, memory usage, stored routines, and prepared statements. This provides concise insight into what is causing issues like long wait times, high memory usage, or inconsistent stored routine performance. Administrators can now quickly diagnose these types of issues using the additional visibility provided by the Performance Schema.
5. • ON by default
• Only global, thread, statements and
transactions instrumentation enabled
• All other consumers are disabled
Performance Schema Defaults
5
6. • Memory allocated on demand
• You don’t need to limit size of tables anymore
• Sys schema is in the standard distribution
• You can turn statistics on or off for
particular host and/or user
• Size of SQL DIGEST is tunable
Configuration Improvements in 5.7
6
7. • We will turn required instrumentation ON
for each example separately
• We will use pattern
update performance_schema.setup_consumers set enabled=’yes’
where name like ’OUR_REQUIREMENT_%’;
update performance_schema.setup_instruments set enabled=’yes’, timed=’yes’
where name like ’OUR_REQUIREMENT_%’;
Prepare
7
8. • We will turn required instrumentation ON
for each example separately
• Or easier
call sys.ps_setup_enable_consumer(YOUR_CONSUMER);
call sys.ps_setup_enable_instrument(YOUR_INSTRUMENT);
Prepare
7
9. • We will turn required instrumentation ON
for each example separately
• Be careful!
• They are memory and CPU intensive
• Do not turn them all ON until needed
Prepare
7
11. • Table METADATA LOCKS
• Which thread is waiting for a lock
• Which thread holds the lock
• Not only for tables:
GLOBAL, SCHEMA, TABLE, FUNCTION, PROCEDURE, EVENT, COMMIT, USER LEVEL LOCK,
TABLESPACE
MDL
9
13. • Login into EC2 instance
• Login: see your card
• Password: see your card
• Run load
./test1.sh
CALL help_task()G
CALL help_solve()G
CALL task_prepare();
• We need to find out what prevents ALTER
from finishing
MDL: practice
11
14. • Table TABLE HANDLES
• Not only locks, but also information about
open tables
• FLUSH TABLES removes data from this table
Table Locks
12
15. mysql1> select count(*) from employees where first_name like ’Svet%’;
• While running, check what is going on in
parallel connection:
mysql2> select * from table_handlesG
*************************** 1. row ***************************
OBJECT_TYPE: TABLE
OBJECT_SCHEMA: employees
OBJECT_NAME: employees
OBJECT_INSTANCE_BEGIN: 140544885988272
OWNER_THREAD_ID: 23
OWNER_EVENT_ID: 818320
INTERNAL_LOCK: NULL
EXTERNAL_LOCK: READ EXTERNAL -- Table lock!
1 row in set (0.00 sec)
Table Locks: example
13
16. mysql1> select count(*), sleep(10) from employees where emp_no=10001;
• In parallel connection:
mysql2> select * from table_handlesG
*************************** 1. row ***************************
OBJECT_TYPE: TABLE
OBJECT_SCHEMA: employees
OBJECT_NAME: employees
OBJECT_INSTANCE_BEGIN: 140544885988272
OWNER_THREAD_ID: 23
OWNER_EVENT_ID: 1011419
INTERNAL_LOCK: NULL
EXTERNAL_LOCK: NULL -- Now everything is good: index access
1 row in set (0.00 sec)
Table Locks: example
14
17. • Run load
./tables.sh
CALL help_task()G
CALL help_solve()G
• We need to find out why so many threads
are waiting for a lock and fix the issue
• We can also examine table cache content
Table Handles: practice
15
18. • 8.0.1+
• Information about locks, held by engine
• Only for engines with own locking models
• Currently only InnoDB
• Replacement for I S tables
• INNODB LOCKS
• INNODB LOCK WAITS
Data Locks
16
19. • Which lock is held
*************************** 4. row ***************************
ENGINE: INNODB
ENGINE_LOCK_ID: 2408:0:393:2
ENGINE_TRANSACTION_ID: 2408
THREAD_ID: 34
OBJECT_SCHEMA: test
OBJECT_NAME: t
INDEX_NAME: PRIMARY
LOCK_TYPE: RECORD
LOCK_MODE: X
LOCK_STATUS: GRANTED
LOCK_DATA: 12345
Table DATA LOCKS
17
20. • Which lock is held
• Which lock is requested
*************************** 2. row ***************************
ENGINE: INNODB
ENGINE_LOCK_ID: 2409:0:393:2
ENGINE_TRANSACTION_ID: 2409
THREAD_ID: 36
OBJECT_SCHEMA: test
OBJECT_NAME: t
INDEX_NAME: PRIMARY
LOCK_TYPE: RECORD
LOCK_MODE: X
LOCK_STATUS: WAITING
LOCK_DATA: 12345
Table DATA LOCKS
17
21. • Which lock is held
• Which lock is requested
• Both record-level and table level
p_s> select * from data_locksG
*************************** 1. row ***************************
...
LOCK_TYPE: TABLE
LOCK_MODE: IX
LOCK_STATUS: GRANTED
LOCK_DATA: NULL
*************************** 2. row ***************************
...
LOCK_TYPE: RECORD
Table DATA LOCKS
17
22. • Maps lock waits with granted locks
• Only granted locks which block other
transactions
p_s> select ENGINE, ... from data_lock_waitsG
*************************** 1. row ***************************
ENGINE: INNODB
REQUESTING_ENGINE_LOCK_ID: 2409:0:393:2
REQUESTING_ENGINE_TRANSACTION_ID: 2409
REQUESTING_THREAD_ID: 36
BLOCKING_ENGINE_LOCK_ID: 2408:0:393:2
BLOCKING_ENGINE_TRANSACTION_ID: 2408
BLOCKING_THREAD_ID: 34
1 row in set (0,01 sec)
Table DATA LOCK WAITS
18
25. • View innodb lock waits
• Takes additional information from
INFORMATION SCHEMA.INNODB TRX
In sys Schema
20
26. • View innodb lock waits
sys> select locked_table, ...
-> from innodb_lock_waitsG
*************************** 1. row ***************************
locked_table: ‘test‘.‘t‘ blocking_pid: 4
locked_index: PRIMARY blocking_query: NULL
locked_type: RECORD blocking_trx_rows_locked: 1
waiting_trx_rows_locked: 1 blocking_trx_rows_modified: 1
waiting_trx_rows_modified: 0 sql_kill_blocking_query: KILL QUERY 4
waiting_pid: 6 sql_kill_blocking_connection: KILL 4
waiting_query: UPDATE t SET f=’bar’ WHERE id=12345
In sys Schema
20
27. • Run load
./data_locks.sh
CALL help_task()G
CALL help_solve()G
• We need to find
• Which transaction holds the lock
• What is the missed statement
• Which row is locked
• Which partition is locked
Data Locks: Practice
21
29. • You could not diagnose where was memory
gone before version 5.7
• Buffers?
• Temporary tables?
• Internal structures out of user control?
• OS did not show memory as freed yet?
There is no leak really
Why These are Our Favorite Improvements?
23
30. • free
• top
• vmstat
• Investigation
• There was no way to know how exactly
memory was allocated
Diagnostic Tools Before 5.7
24
31. • free
$free
total used free shared buffers cached
Mem: 16149184 6223916 9925268 317536 1048 3655160
-/+ buffers/cache: 2567708 13581476
Swap: 2110460 0 2110460
• top
• vmstat
• Investigation
Diagnostic Tools Before 5.7
24
32. • free
• top
$top
Tasks: 295 total, 3 running, 292 sleeping, 0 stopped, 0 zombie
%Cpu(s): 3.0 us, 0.8 sy, 0.1 ni, 95.4 id, 0.8 wa, 0.0 hi, 0.0 si, 0.0 st
KiB Mem: 16149184 total, 6231688 used, 9917496 free, 1048 buffers
KiB Swap: 2110460 total, 0 used, 2110460 free. 3670752 cached Mem
PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
1914 mysql 20 0 670m 95m 1296 S 0.7 1.2 2:42.14 mysqld
• vmstat
• Investigation
Diagnostic Tools Before 5.7
24
33. • free
• top
• vmstat
$vmstat -t 5 3
procs ----------------------memory---------------------- ------swap---- --------
r b swpd free buff cache si so bi bo in cs us sy id wa...
2 0 0 9923160 1048 3662724 0 0 168 86 167 674 3 1 87...
0 0 0 9923252 1048 3662904 0 0 30 122 1168 5264 3 1 96...
0 0 0 9922864 1048 3663120 0 0 25 128 1191 5342 2 1 96...
• Investigation
Diagnostic Tools Before 5.7
24
34. • free
• top
• vmstat
• Investigation
• Total size of buffers
• Number of temporary tables
• Number of parallel connections
Diagnostic Tools Before 5.7
24
36. mysql> select * from sys.memory_by_thread_by_current_bytes
-> order by current_allocated descG
*************************** 1. row ***************************
thread_id: 152
user: lj@127.0.0.1
current_count_used: 325
current_allocated: 36.00 GiB
current_avg_alloc: 113.43 MiB
current_max_alloc: 36.00 GiB
total_allocated: 37.95 GiB
...
• Finding connections, using too much
memory, now is matter of seconds!
Threads Statistics
26
37. • memory summary by account by event name
• memory summary by host by event name
• memory summary by thread by event name
• memory summary by user by event name
• memory summary global by event name
• You must enable memory instrumentation!
• sys schema includes user name
RAW Performance Schema tables
27
38. • NAME@HOST - regular user
• System users
• sql/main
• innodb/*
• ...
• Data comes from table THREADS
Users in sys.memory * tables
28
39. • Run load
./test2.sh
CALL help_task()G
CALL help_solve()G
CALL task_prepare();
• We need to find out how much memory
uses SysBench load, running in parallel
• To identify how much RAM used by whole
server run
select * from sys.memory_global_total;
Memory Usage: practice
29
42. • What happens inside the routine
• Queries, called from the routine
• statement/sp/stmt
Stored Routines Instrumentation
32
43. • We will use this procedure
CREATE DEFINER=‘root‘@‘localhost‘ PROCEDURE ‘sp_test‘(val int)
BEGIN
DECLARE CONTINUE HANDLER FOR 1364, 1048, 1366
BEGIN
INSERT IGNORE INTO t1 VALUES(’Some string’);
GET STACKED DIAGNOSTICS CONDITION 1 @stacked_state = RETURNED_SQLSTATE;
GET STACKED DIAGNOSTICS CONDITION 1 @stacked_msg = MESSAGE_TEXT;
END;
INSERT INTO t1 VALUES(val);
END
• When HANDLER called?
Stored Routines: example
33
44. mysql> call sp_test(1);
Query OK, 1 row affected (0.07 sec)
mysql> select thread_id, event_name, sql_text from events_statements_history
-> where event_name like ’statement/sp%’;
+-----------+-------------------------+----------------------------+
| thread_id | event_name | sql_text |
+-----------+-------------------------+----------------------------+
| 24 | statement/sp/hpush_jump | NULL |
| 24 | statement/sp/stmt | INSERT INTO t1 VALUES(val) |
| 24 | statement/sp/hpop | NULL |
+-----------+-------------------------+----------------------------+
3 rows in set (0.00 sec)
Correct Value
34
46. • Run load
./crazy_timing.sh
CALL help_task()G
CALL help_solve()G
CALL task_prepare();
• We need to find out why procedure takes
different time each run
• For better output set pager to less:
mysql> P less
Stored Routines: practice
36
48. • Contains current prepared statements
• Statistics by
• Which thread owns the statement
• How many times executed
• Optimizer statistics, similar to
events statements *
Table prepared statements instances
38
49. mysql1> prepare stmt from ’select count(*) from employees where hire_date > ?’;
Query OK, 0 rows affected (0.00 sec)
Statement prepared
mysql1> set @hd=’1995-01-01’;
Query OK, 0 rows affected (0.00 sec)
mysql1> execute stmt using @hd;
+----------+
| count(*) |
+----------+
| 34004 |
+----------+
1 row in set (1.44 sec)
• Try EXECUTE with different variable values
Example: Prepared Statement
39
50. mysql2> select statement_name, sql_text, owner_thread_id, count_reprepare,
-> count_execute, sum_timer_execute from prepared_statements_instancesG
*************************** 1. row ***************************
statement_name: stmt
sql_text: select count(*) from employees where hire_date > ?
owner_thread_id: 22
count_reprepare: 0
count_execute: 3
sum_timer_execute: 4156561368000
1 row in set (0.00 sec)
mysql1> drop prepare stmt;
Query OK, 0 rows affected (0.00 sec)
mysql2> select * from prepared_statements_instancesG
Empty set (0.00 sec)
Example: diagnosis
40
51. • Run load
./prepared.sh
CALL help_task()G
CALL help_solve()G
• We need to find out how effective is
prepared statement
Prepared Statements: practice
41
53. • Data from SHOW SLAVE STATUS available
in replication * tables
• Support of Replication Channels
(Multi-master slave)
• More instruments for GTID
Major Improvements
43
54. • No need to parse SHOW output
• Configuration
• IO thread
• SQL thread
SLAVE STATUS
44
55. • No need to parse SHOW output
• Configuration
• replication connection configuration
• replication applier configuration
• IO thread
• SQL thread
SLAVE STATUS
44
56. • No need to parse SHOW output
• Configuration
• IO thread
• replication connection status
• SQL thread
SLAVE STATUS
44
57. • No need to parse SHOW output
• Configuration
• IO thread
• SQL thread
• replication applier status
• replication applier status by coordinator - MTS only
• replication applier status by worker
SLAVE STATUS
44
59. • State of IO Thread
mysql> select * from replication_connection_statusG
*************************** 1. row ***************************
CHANNEL_NAME:
GROUP_NAME:
SOURCE_UUID: d0753e78-14ec-11e5-b3fb-28b2bd7442fd
THREAD_ID: 21
SERVICE_STATE: ON
COUNT_RECEIVED_HEARTBEATS: 17
LAST_HEARTBEAT_TIMESTAMP: 2015-06-17 15:49:08
RECEIVED_TRANSACTION_SET:
LAST_ERROR_NUMBER: 0
LAST_ERROR_MESSAGE:
LAST_ERROR_TIMESTAMP: 0000-00-00 00:00:00
1 row in set (0.00 sec)
SLAVE STATUS
46
60. • Coordinator thread for multiple workers
mysql> select * from replication_applier_status join
-> replication_applier_status_by_coordinator using(channel_name)G
*************************** 1. row ***************************
CHANNEL_NAME:
SERVICE_STATE: ON
REMAINING_DELAY: NULL
COUNT_TRANSACTIONS_RETRIES: 0
THREAD_ID: 22
SERVICE_STATE: ON
LAST_ERROR_NUMBER: 0
LAST_ERROR_MESSAGE:
LAST_ERROR_TIMESTAMP: 0000-00-00 00:00:00
1 row in set (0.00 sec)
Performance Schema: State of SQL Thread
47
61. • Coordinator thread for multiple workers
• Other cases
mysql> select * from replication_applier_status join
-> replication_applier_status_by_worker using(channel_name)G
*************************** 1. row ***************************
CHANNEL_NAME: master-1
SERVICE_STATE: OFF
REMAINING_DELAY: NULL
COUNT_TRANSACTIONS_RETRIES: 0
WORKER_ID: 0
THREAD_ID: NULL
SERVICE_STATE: OFF
LAST_SEEN_TRANSACTION: ANONYMOUS
LAST_ERROR_NUMBER: 1032
LAST_ERROR_MESSAGE: Could not execute Update_rows...
Performance Schema: State of SQL Thread
47
62. • Coordinator thread for multiple workers
• Other cases
*************************** 2. row ***************************
CHANNEL_NAME: master-2
SERVICE_STATE: ON
REMAINING_DELAY: NULL
COUNT_TRANSACTIONS_RETRIES: 0
WORKER_ID: 0
THREAD_ID: 42
SERVICE_STATE: ON
LAST_SEEN_TRANSACTION: ANONYMOUS
LAST_ERROR_NUMBER: 0
LAST_ERROR_MESSAGE:
LAST_ERROR_TIMESTAMP: 0000-00-00 00:00:00
2 rows in set (0,00 sec)
Performance Schema: State of SQL Thread
47
63. • RECEIVED TRANSACTION SET
in table replication connection status
• LAST SEEN TRANSACTION
in replication applier status by worker
GTID Diagnostics
48
64. • Single-threaded slave
mysql> select cs.CHANNEL_NAME, cs.SOURCE_UUID, cs.RECEIVED_TRANSACTION_SET,
-> asw.LAST_SEEN_TRANSACTION, aps.SERVICE_STATE from
-> replication_connection_status cs join replication_applier_status_by_worke
-> asw using(channel_name) join replication_applier_status aps
-> using(channel_name) G
*************************** 1. row ***************************
CHANNEL_NAME:
SOURCE_UUID: 9038967d-7164-11e6-8c88-30b5c2208a0f
RECEIVED_TRANSACTION_SET: 9038967d-7164-11e6-8c88-30b5c2208a0f:1-2
LAST_SEEN_TRANSACTION: 9038967d-7164-11e6-8c88-30b5c2208a0f:2
SERVICE_STATE: ON
1 row in set (0,00 sec)
GTID: All in One Place
49
65. • Single-threaded slave
• Multi-threaded
*************************** 1. row ***************************
THREAD_ID: 30
SERVICE_STATE: ON
RECEIVED_TRANSACTION_SET: 9038967d-7164-11e6-8c88-30b5c2208a0f:1-3
LAST_SEEN_TRANSACTION:
...
*************************** 8. row ***************************
THREAD_ID: 37
SERVICE_STATE: ON
RECEIVED_TRANSACTION_SET: 9038967d-7164-11e6-8c88-30b5c2208a0f:1-3
LAST_SEEN_TRANSACTION: 9038967d-7164-11e6-8c88-30b5c2208a0f:3
8 rows in set (0,00 sec)
GTID: All in One Place
49
66. • Tables in mysql schema
• slave master info
• slave relay log info
• slave worker info
• Join with Performance Schema tables
• New instruments
• memory
• wait
• stage
More Diagnostic
50
67. • Run load
./repl.sh
CALL help_task()G
CALL help_solve()G
• We need to find out why replication is
broken and fix it
Replication: practice
51
69. • Variables
• Status variables
• show compatibility 56 = 0
Variables Instrumentation
53
70. • Variables
• global variables
• session variables
• user variables by thread
• variables by thread
• Status variables
Variables Instrumentation
53
71. • Variables
• Status variables
• global status
• session status
• status by [account|host|thread|user]
Variables Instrumentation
53
72. • Same information which is in
• SHOW [GLOBAL] STATUS
• I S.GLOBAL VARIABLES
Deprecated in 5.7
Removed in 8.0.1
• I S.SESSION VARIABLES
Deprecated in 5.7
Removed in 8.0.1
• Helps to watch session variables changes
Global and Session Variables
54
73. • Same information which is in
• SHOW [GLOBAL] STATUS
• I S.GLOBAL STATUS
Deprecated in 5.7
Removed in 8.0.1
• I S.SESSION STATUS
Deprecated in 5.7
Removed in 8.0.1
Status Variables
55
75. • variables by thread
• status by
• account
• host
• thread
• user
Possible to Group
57
76. • variables by thread
mysql> select * from variables_by_thread where variable_name=’tx_isolation’;
+-----------+---------------+-----------------+
| THREAD_ID | VARIABLE_NAME | VARIABLE_VALUE |
+-----------+---------------+-----------------+
| 71 | tx_isolation | REPEATABLE-READ |
| 83 | tx_isolation | REPEATABLE-READ |
| 84 | tx_isolation | SERIALIZABLE |
+-----------+---------------+-----------------+
3 rows in set, 3 warnings (0.00 sec)
• status by
Possible to Group
57
77. • variables by thread
• status by
mysql> select * from status_by_thread where variable_name=’Handler_write’;
+-----------+---------------+----------------+
| THREAD_ID | VARIABLE_NAME | VARIABLE_VALUE |
+-----------+---------------+----------------+
| 71 | Handler_write | 94 |
| 83 | Handler_write | 477 | -- Most writes
| 84 | Handler_write | 101 |
+-----------+---------------+----------------+
3 rows in set (0.00 sec)
Possible to Group
57
78. • Grouped by connection
• Sometimes can help to find tricky bugs with
persistent connections
mysql> select * from user_variables_by_thread;
+-----------+---------------+----------------+
| THREAD_ID | VARIABLE_NAME | VARIABLE_VALUE |
+-----------+---------------+----------------+
| 71 | baz | boo |
| 84 | foo | bar |
+-----------+---------------+----------------+
2 rows in set (0.00 sec)
User Variables
58
79. • VARIABLES INFO in 8.0+
• Source of variable
COMPILED
EXPLICIT
COMMAND LINE
DYNAMIC
• Path of option file if specified
• Minimum and maximum values
Variables Info
59
80. • VARIABLES INFO in 8.0+
mysql> select * from variables_info G
*************************** 1. row ***************************
VARIABLE_NAME: auto_increment_increment
VARIABLE_SOURCE: COMPILED
VARIABLE_PATH:
MIN_VALUE: 1
MAX_VALUE: 65535
*************************** 2. row ***************************
VARIABLE_NAME: basedir
VARIABLE_SOURCE: EXPLICIT
VARIABLE_PATH: /home/sveta/build/mysql-8.0/mysql-test/var/my.cnf
MIN_VALUE: 0
MAX_VALUE: 0
...
Variables Info
59
81. • VARIABLES INFO in 8.0+
• Source of variable
COMPILED
EXPLICIT
COMMAND LINE
DYNAMIC
• Path of option file if specified
• Minimum and maximum values
• No variable values in this table!
Variables Info
59
82. • Run load
./variables.sh
CALL help_task()G
CALL help_solve()G
CALL task_prepare();
• We need to watch progress of INSERT
command, running by stored routine.
• Note what there is parallel load, caused by
SysBench. We are not interested in its
statistics.
Variables: practice
60
84. • Traditionally aggregated
• events errors summary by account by error
• events errors summary by host by error
• events errors summary by thread by error
• events errors summary by user by error
• events errors summary global by error
• All tables have similar structure
Errors Summary Tables in 8.0
62