MySQL executes statements using one thread per client connection. Once the number of connections increases past a certain point, the performance degrades.
The thread pool feature introduces a dynamic thread pool that enables the
server to keep the top performance even with a large number of client
connections. With thread pool enabled, the server decreases the number of
threads, which then reduces the context switching and hot locks
contentions. Using the thread pool has the most effect on
(relatively short CPU-bound queries).
To enable the thread pool feature, the
should be set to the
pool-of-threads value. This can be done by adding the
following to the MySQL configuration file
Although the default values for the thread pool should provide good performance, additional tuning can be performed with the dynamic system variables described below.
The current implementation of the thread pool feature is built into the
server, unlike the upstream version which is implemented as a plugin. Another
significant implementation difference is that this implementation doesn’t try
to minimize the number of concurrent transactions like the
Threadpool. Because of these differences, this implementation is not
compatible with the upstream implementation.
Priority connection scheduling¶
In Percona Server for MySQL
5.6.11-60.3 priority connection scheduling for thread pool has been implemented. Even though thread pool puts a limit on the number of concurrently running queries, the number of open transactions may remain high, because connections with already started transactions are put to the end of the queue. Higher number of open transactions has a number of implications on the currently running queries. To improve the performance new
thread_pool_high_prio_tickets variable has been introduced.
This variable controls the high priority queue policy. Each new connection is assigned this many tickets to enter the high priority queue. Whenever a query has to be queued to be executed later because no threads are available, the thread pool puts the connection into the high priority queue if the following conditions apply:
- The connection has an open transaction in the server.
- The number of high priority tickets of this connection is non-zero.
If both the above conditions hold, the connection is put into the high priority queue and its tickets value is decremented. Otherwise the connection is put into the common queue with the initial tickets value specified with this option.
Each time the thread pool looks for a new connection to process, first it checks the high priority queue, and picks connections from the common queue only when the high priority one is empty.
The goal is to minimize the number of open transactions in the server. In many cases it is beneficial to give short-running transactions a chance to commit faster and thus deallocate server resources and locks without waiting in the same queue with other connections that are about to start a new transaction, or those that have run out of their high priority tickets.
The default thread pool behavior is to always put events from already started transactions into the high priority queue, as we believe that results in better performance in vast majority of cases.
With the value of
0, all connections are always put into the common queue, i.e. no priority scheduling is used as in the original implementation in MariaDB. The higher is the value, the more chances each transaction gets to enter the high priority queue and commit before it is put in the common queue.
In some cases it is required to prioritize all statements for a specific connection regardless of whether they are executed as a part of a multi-statement transaction or in the autocommit mode. Or vice versa, some connections may require using the low priority queue for all statements unconditionally. To implement this new
thread_pool_high_prio_mode variable has been introduced in Percona Server for MySQL
Low priority queue throttling¶
One case that can limit the performance of thread pool and even lead to deadlocks under high concurrency is the situation when thread groups are oversubscribed due to active threads reaching the oversubscribe limit, but all or most worker threads are actually waiting on locks currently held by a transaction from another connection that is not currently in the thread pool.
In this case, those threads in the pool that have marked themselves inactive are
not accounted to the oversubscribe limit. As a result, the number of threads
(both active and waiting) in the pool grows until it hits
thread_pool_max_threads value. If the connection executing the
transaction which is holding the lock has managed to enter the thread pool by
then, we get a large (depending on the
value) number of concurrently running threads, and thus, suboptimal performance
as a result. Otherwise, we get a deadlock as no more threads can be created to
process those transactions and release the lock.
Such situations are prevented by throttling the low priority queue when the total number of worker threads (both active and waiting ones) reaches the oversubscribe limit. That is, if there are too many worker threads, do not start new transactions and create new threads until queued events from the already started transactions are processed.
Handling of Long Network Waits¶
Certain types of workloads (large result sets, BLOBs, slow clients) can have longer waits on network I/O (socket reads and writes). Whenever server waits, this should be communicated to the Thread Pool, so it can start new query by either waking a waiting thread or sometimes creating a new one. This implementation has been ported from MariaDB patch MDEV-156 in Percona Server for MySQL
Version Specific Information¶
Thread Poolfeature implemented. This feature was ported from MariaDB.
Command Line: Yes Config File: Yes Scope: Global Dynamic: Yes Variable Type: Numeric Default Value: 60 (seconds)
This variable can be used to limit the time an idle thread should wait before exiting.
Command Line: Yes Config File: Yes Scope: Global, Session Dynamic: Yes Variable Type: String Default Value:
This variable is used to provide more fine-grained control over high priority scheduling either globally or per connection.
The following values are allowed:
transactions(the default). In this mode, only statements from already started transactions may go into the high priority queue depending on the number of high priority tickets currently available in a connection (see
statements. In this mode, all individual statements go into the high priority queue, regardless of connection’s transactional state and the number of available high priority tickets. This value can be used to prioritize
AUTOCOMMITtransactions or other kinds of statements such as administrative ones for specific connections. Note that setting this value globally essentially disables high priority scheduling, since in this case all statements from all connections will use a single queue (the high priority one)
none. This mode disables high priority queue for a connection. Some connections (e.g. monitoring) may be insensitive to execution latency and/or never allocate any server resources that would otherwise impact performance in other connections and thus, do not really require high priority scheduling. Note that setting
noneglobally has essentially the same effect as setting it to
statementsglobally: all connections will always use a single queue (the low priority one in this case).
Command Line: Yes Config File: Yes Scope: Global, Session Dynamic: Yes Variable Type: Numeric Default Value: 4294967295
This variable controls the high priority queue policy. Each new connection is
assigned this many tickets to enter the high priority queue. Setting this
0 disables the high priority queue.
Command Line: Yes Config File: Yes Scope: Global Dynamic: Yes Variable Type: Numeric Default Value: 100000
This variable can be used to limit the maximum number of threads in the pool. Once this number is reached no new threads will be created.
Command Line: Yes Config File: Yes Scope: Global Dynamic: Yes Variable Type: Numeric Default Value: 3
The higher the value of this parameter the more threads can be run at the same
time, if the values is lower than
3 it could lead to more sleeps and
Command Line: Yes Config File: Yes Scope: Global Dynamic: Yes Variable Type: Numeric Default Value: Number of processors
This variable can be used to define the number of threads that can use the CPU at the same time.
Command Line: Yes Config File: Yes Scope: Global Dynamic: No Variable Type: Numeric Default Value: 500 (ms)
The number of milliseconds before a running thread is considered stalled. When this limit is reached thread pool will wake up or create another thread. This is being used to prevent a long-running query from monopolizing the pool.
Command Line: Yes Config File: Yes Scope: Global Dynamic: No Variable Type: Numeric Default Value: 0
This variable can be used to specify an additional port that Percona Server for MySQL
will listen on. This can be used in case no new connections can be established
due to all worker threads being busy or being locked when
feature is enabled. To connect to the extra port the following command can be
mysql --port='extra-port-number' --protocol=tcp
Command Line: Yes Config File: Yes Scope: Global Dynamic: Yes Variable Type: Numeric Default Value: 1
This variable can be used to specify the maximum allowed number of connections
plus one extra
SUPER users connection on the
can be used with the
extra_port variable to access the server in
case no new connections can be established due to all worker threads being busy
or being locked when
pool-of-threads feature is enabled.
Variable Type: Numeric Scope: Global
This status variable shows the number of idle threads in the pool.
Variable Type: Numeric Scope: Global
This status variable shows the number of threads in the pool.
When thread pool is enabled, the value of the
variable is ignored. The
Threads_cached status variable contains
0 in this case.