A future represents a value that will be available at some point in the future
A future is an abstraction for a value that may
available at some point in the future. A future can either be
resolved, a state which can be checked
resolved(). As long as it is unresolved, the
value is not available. As soon as it is resolved, the value
is available via
Future( expr = NULL, envir = parent.frame(), substitute = FALSE, stdout = TRUE, conditions = "condition", globals = NULL, packages = NULL, seed = FALSE, lazy = FALSE, local = TRUE, gc = FALSE, earlySignal = FALSE, label = NULL, ... )
An R expression.
The environment from where global objects should be identified.
If TRUE, argument
substitute():ed, otherwise not.
If TRUE (default), then the standard output is captured, and re-outputted when
value()is called. If FALSE, any output is silenced (by sinking it to the null device as it is outputted). If NA (not recommended), output is not intercepted.
A character string of conditions classes to be captured and relayed. The default is to relay messages and warnings. To not intercept conditions, use
conditions = character(0L). Errors are always relayed.
(optional) a logical, a character vector, or a named list to control how globals are handled. For details, see section 'Globals used by future expressions' in the help for
(optional) a character vector specifying packages to be attached in the R environment evaluating the future.
(optional) If TRUE, the random seed, that is, the state of the random number generator (RNG) will be set such that statistically sound random numbers are produced (also during parallelization). If FALSE, it is assumed that the future expression does neither need nor use random numbers generation. To use a fixed random seed, specify a L'Ecuyer-CMRG seed (seven integer) or a regular RNG seed (a single integer). Furthermore, if FALSE, then the future will be monitored to make sure it does not use random numbers. If it does and depending on the value of option
future.rng.misUse, the check is ignored, an informative warning, or error will be produced. If
seedis NULL (default), then the effect is as with
seed = FALSEbut without the RNG check being performed.
If FALSE (default), the future is resolved eagerly (starting immediately), otherwise not.
If TRUE, the expression is evaluated such that all assignments are done to local temporary environment, otherwise the assignments are done to the global environment of the R process evaluating the future.
If TRUE, the garbage collector run (in the process that evaluated the future) only after the value of the future is collected. Exactly when the values are collected may depend on various factors such as number of free workers and whether
earlySignalis TRUE (more frequently) or FALSE (less frequently). Some types of futures ignore this argument.
Specified whether conditions should be signaled as soon as possible or not.
An optional character string label attached to the future.
Additional named elements of the future.
A Future object is itself an environment.
An object of class
One function that creates a Future is
It returns a Future that evaluates an R expression in the future.
An alternative approach is to use the
assignment operator, which creates a future from the
right-hand-side (RHS) R expression and assigns its future value
to a variable as a promise.