Problem: every time you connect to the database, it takes time to open a socket, pass authentication pipeline and receive initial data from the server. From the server's prospective, a new connection spawns a new process which is also an expensive operation. If you open a connection per a query, your application is about ten times slower than it could be.
Connection pools solve that problem. A pool holds a set of connections opened in advance, and you borrow them from a pool. When borrowed, a connection cannot be shared with somebody else any longer. Once you've done with your work, you return the connection to the pool, and it's available for other consumers.
PG2 ships a simple and robust connection pool out from the box. This section covers how to use it.
Import both core and pool namespaces as follows:
(ns demo
(:require
[pg.core :as pg]
[pg.pool :as pool]))
Here is how you use the pool:
(def config
{:host "127.0.0.1"
:port 5432
:user "test"
:password "test"
:database "test"})
(pool/with-pool [pool config]
(pool/with-connection [conn pool]
(pg/execute conn "select 1 as one")))
The pool/with-pool
macro creates a pool object from the config
map and binds
it to the pool
symbol. Once you exit the macro, the pool gets closed.
The with-pool
macro can be easily replaced with the with-open
macro and the
pool
function that creates a pool instance. By exit, the macro calls the
.close
method of an opened object, which closes the pool.
(with-open [pool (pool/pool config)]
(pool/with-conn [conn pool]
(pg/execute conn "select 1 as one")))
Having a pool object, use it with the pool/with-connection
macro (there is a
shorter version pool/with-conn
as well). This macro borrows a connection from
the pool and binds it to the conn
symbol. Now you pass the connection to
pg/execute
, pg/query
and so on. By exiting the with-connection
macro, the
connection is returned to the pool.
And this is briefly everything you need to know about the pool! Sections below describe more about its inner state and behavior.
The pool object accepts the same config the Connection
object does (see the
"Connecting to the server" section for the table of
parameters). In addition to these, the fillowing options are accepted:
Field | Type | Default | Comment |
---|---|---|---|
:pool-min-size |
integer | 2 | Minimum number of open connections when initialized. |
:pool-max-size |
integer | 8 | Maximum number of open connections. Cannot be exceeded. |
:pool-expire-threshold-ms |
integer | 300.000 (5 mins) | How soon a connection is treated as expired and will be forcibly closed. |
:pool-borrow-conn-timeout-ms |
integer | 15.000 (15 secs) | How long to wait when borrowing a connection while all the connections are busy. By timeout, an exception is thrown. |
The first option :pool-min-size
specifies how many connection are opened at
the beginning. Setting too many is not necessary because you never know if you
application will really use all of them. It's better to start with a small
number and let the pool to grow in time, if needed.
The next option :pool-max-size
determines the total number of open
connections. When set, it cannot be overridden. If all the connections are busy
and there is still a gap, the pool spawns a new connection and adds it to the
internal queue. But if the :pool-max-size
value is reached, an exception is
thrown.
The option :pool-expire-threshold-ms
specifies the number of
milliseconds. When a certain amount of time has passed since the connection's
initialization, it is considered expired and will be closed by the pool. This is
used to rotate connections and prevent them from living for too long.
The option :pool-borrow-conn-timeout-ms
prescribes how long to wait when
borrowing a connection from an exhausted pool: a pool where all the connections
are busy and the :pool-max-size
value is reached. At this case, the only hope
that other clients complete their work and return theri connection before
timeout bangs. Should there still haven't been any free connections during the
:pool-borrow-conn-timeout-ms
time window, an exception pops up.
The stats
function returns info about free and used connections:
(pool/with-pool [pool config]
(pool/stats pool)
;; {:free 1 :used 0}
(pool/with-connection [conn pool]
(pool/stats pool)
;; {:free 0 :used 1}
))
It might be used to send metrics to Grafana, CloudWatch, etc.
The following functions help you manage a connection pool manually, for example when it's wrapped into a component (see Component and Integrant libraries).
The pool
function creates a pool:
(def POOL (pool/pool config))
The used-count
and free-count
functions return total numbers of busy and
free connections, respectively:
(pool/free-count POOL)
;; 2
(pool/used-count POOL)
;; 0
The pool?
predicate ensures it's a Pool
instance indeed:
(pool/pool? POOL)
;; true
The close
method shuts down a pool instance. On shutdown, first, all the free
connections get closed. Then the pool closes busy connections that were
borrowed. This might lead to failures in other threads, so it's worth waiting
until the pool has zero busy connections.
(pool/close POOL)
;; nil
The closed?
predicate ensures the pool has already been closed:
(pool/closed? POOL)
;; true
When getting a connection from a pool, the following conditions are taken into account:
- if the pool is closed, an exception is thrown;
- if there are free connections available, the pool takes one of them;
- if a connection is expired (was created long ago), it's closed and the pool performs another attempt;
- if there aren't free connections, but the max number of used connection has not been reached yet, the pool spawns a new connection;
- if the number of used connections is reached, the pool waits for
:pool-borrow-conn-timeout-ms
amount of milliseconds hoping that someone releases a connection in the background; - by timeout (when nobody did), the pool throws an exception.
When you return a connection to a pool, the following cases might come into play:
- if the connection is an error state, then transaction is rolled back, and the connection is closed;
- if the connection is in transaction mode, it is rolled back, and the connection is marked as free again;
- if it was already closed, the pool just removes it from used connections. It won't be added into the free queue;
- if the pool is closed, the connection is removed from used connections;
- when none of above conditions is met, the connection is removed from used and becomes available for other consumers again.