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delayed (version 0.4.0)

A Framework for Parallelizing Dependent Tasks

Description

Mechanisms to parallelize dependent tasks in a manner that optimizes the compute resources available. It provides access to "delayed" computations, which may be parallelized using futures. It is, to an extent, a facsimile of the 'Dask' library (), for the 'Python' language.

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Version

Install

install.packages('delayed')

Monthly Downloads

813

Version

0.4.0

License

GPL-3

Maintainer

Jeremy Coyle

Last Published

October 19th, 2022

Functions in delayed (0.4.0)

Scheduler

Scheduler class that orders compute tasks and dispatches tasks to workers
delayed

Generates Delayed Version of an Expression
eval_delayed

Helper Function to Evaluate Delayed
plot_delayed_shiny

Animated Representation a Task Dependency Structure
Job

Evaluation of Delayed Objects
FutureJob

Future Delayed Jobs
Delayed

Delayed class that manages dependencies and computes when necessary
find_delayed_error

Find error in delayed chain
make_graph

Graphical Representation of a Task Dependency Structure
plot.Delayed

Plot Method for Delayed Objects
SequentialJob

Sequential Delayed Jobs
bundle_delayed

Bundle Delayed Objects