mirai
Minimalist Async Evaluation Framework for R
Designed for simplicity, a 'mirai' evaluates an R expression asynchronously in a parallel process, locally or distributed over the network, with the result automatically available upon completion. Modern networking and concurrency built on 'nanonext' and 'NNG' (Nanomsg Next Gen) ensure reliable and efficient scheduling, over fast inter-process communications or TCP/IP secured by TLS. Advantages include being inherently queued thus handling many more tasks than available processes, no storage on the file system, support for otherwise non-exportable reference objects, an event-driven promises implementation, and built-in asynchronous parallel map.
- Version1.3.0
- R version≥ 3.6
- LicenseGPL (≥ 3)
- Needs compilation?No
- mirai citation info
- Last release10/09/2024
Documentation
- Vignettemirai - Databases and Arrow
- Vignettesource
- Vignettemirai - Minimalist Async Evaluation Framework for R
- Vignettesource
- Vignettemirai - Parallel Integration
- Vignettesource
- Vignettemirai - Plumber Integration
- Vignettesource
- Vignettemirai - Promises Integration
- Vignettesource
- Vignettemirai - Shiny Integration
- Vignettesource
- Vignettemirai - Torch Integration
- Vignettesource
- MaterialREADME
- MaterialNEWS
- In ViewsHighPerformanceComputing
Team
Charlie Gao
Joe Cheng
Show author detailsRolesContributorHibiki AI Limited
Show author detailsRolesCopyright holder
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Dependencies
- Depends1 package
- Imports1 package
- Enhances2 packages
- Suggests2 packages
- Reverse Imports4 packages
- Reverse Suggests1 package