make_cluster | R Documentation |
make_cluster
creates a cluster of type 'miraiCluster', which may be
used as a cluster object for any function in the parallel base
package such as clusterApply
or
parLapply
.
stop_cluster
stops a cluster created by make_cluster
.
make_cluster(n, url = NULL, remote = NULL, ...)
stop_cluster(cl)
n |
integer number of nodes (automatically launched on the local machine unless 'url' is supplied). |
url |
[default NULL] (specify for remote nodes) the character URL on the host for remote nodes to dial into, including a port accepting incoming connections, e.g. 'tcp://10.75.37.40:5555'. Specify a URL with the scheme 'tls+tcp://' to use secure TLS connections. |
remote |
[default NULL] (specify to launch remote nodes) a remote launch
configuration generated by |
... |
additional arguments passed onto |
cl |
a 'miraiCluster'. |
For make_cluster: An object of class 'miraiCluster' and 'cluster'. Each 'miraiCluster' has an automatically assigned ID and 'n' nodes of class 'miraiNode'. If 'url' is supplied but not 'remote', the shell commands for deployment of nodes on remote resources is printed in interactive sessions.
For stop_cluster: invisible NULL.
Specify 'url' and 'n' to set up a host connection for remote nodes to dial into. 'n' defaults to one if not specified.
Also specify 'remote' to launch the nodes using a configuration generated
by remote_config
or ssh_config
. In this case,
the number of nodes is inferred from the configuration provided and 'n'
is disregarded.
If 'remote' is not supplied, the shell commands for deploying nodes manually on remote resources are automatically printed in interactive sessions.
launch_remote
may be called at any time on a 'miraiCluster'
to return the shell commands for deployment of all nodes, or on a
'miraiNode' to return the command for a single node.
Call status
on a 'miraiCluster' to check the number of
currently active connections as well as the host URL.
Requires R >= 4.4 (currently R-devel). Clusters created with this function will not work with prior R versions. The functionality is experimental prior to release of R 4.4 and the interface is consequently subject to change at any time.
The default behaviour of clusters created by this function is
designed to map as closely as possible to clusters created by the
parallel package. However, '...' arguments are passed onto
daemons
for additional customisation if desired, although
resultant behaviour may not be supported.
if (interactive()) {
# Only run examples in interactive R sessions
cl <- make_cluster(2)
cl
cl[[1L]]
Sys.sleep(0.5)
status(cl)
stop_cluster(cl)
}
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