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rush

Package website: release | dev

r-cmd-check CRAN Status Mattermost

rush is an R package for asynchronous and decentralized optimization. It uses a database-centric architecture in which workers communicate through a shared Redis database. To support high-throughput workloads, rush combines sub-millisecond per-task overhead with caching strategies that reduce database operations. The package integrates with the mlr3 ecosystem and serves as the backend for asynchronous optimization algorithms in bbotk and mlr3tuning.

Features

Install

Install the latest release from CRAN.

install.packages("rush")

Install the development version from GitHub.

pak::pak("mlr-org/rush")

And install Redis.

Test with Redis

To test the package, set the RUSH_TEST_USE_REDIS environment variable to true. The test suite deletes the Redis database before execution, so never run it against a production server.

Sys.setenv(RUSH_TEST_USE_REDIS = "true")

Related Work

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.