Package: starburst 0.3.8
Scott Friedman
starburst: Seamless AWS Cloud Bursting for Parallel R Workloads
A 'future' backend that enables seamless execution of parallel R workloads on 'Amazon Web Services' ('AWS', <https://aws.amazon.com>), including 'EC2' and 'Fargate'. 'staRburst' handles environment synchronization, data transfer, quota management, and worker orchestration automatically, allowing users to scale from local execution to 100+ cloud workers with a single line of code change.
Authors:
starburst_0.3.8.tar.gz
starburst_0.3.8.tar.gz(r-4.7-any)starburst_0.3.8.tar.gz(r-4.6-any)
starburst_0.3.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
starburst/json (API)
NEWS
| # Install 'starburst' in R: |
| install.packages('starburst', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/scttfrdmn/starburst/issues
Pkgdown/docs site:https://starburst.ing
Last updated from:44df650f99. Checks:4 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 133 | ||
| source / vignettes | OK | 177 | ||
| linux-release-x86_64 | OK | 138 | ||
| wasm-release | OK | 112 |
Exports:starburststarburst_check_quota_requeststarburst_cleanup_ecrstarburst_clusterstarburst_configstarburst_estimatestarburst_is_configuredstarburst_list_sessionsstarburst_logsstarburst_mapstarburst_quota_statusstarburst_rebuild_environmentstarburst_request_quota_increasestarburst_sessionstarburst_session_attachstarburst_setupstarburst_setup_ec2starburst_statusStarburstBackendStarburstFuture
Dependencies:askpassbase64encclicodetoolscrayoncurldigestfutureglobalsgluehttr2jsonlitelifecyclelistenvmagrittropensslparallellypaws.commonpaws.computepaws.managementpaws.security.identitypaws.storageprocessxpsqs2R6rappdirsRcppRcppParallelrenvrlangstringfishsysuuidvctrswithrxml2
Detached Session Mode
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Example: Bootstrap Confidence Intervals for A/B Testing
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Example: Monte Carlo Portfolio Simulation
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Example: Parallel Bulk API Calls
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Example: Parallel Feature Engineering
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Example: Parallel Geospatial Analysis
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Example: Parallel Grid Search for Hyperparameter Tuning
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Example: Parallel Portfolio Risk Modeling
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Example: Parallel Report Generation
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Getting Started with staRburst
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Security Best Practices for staRburst
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Troubleshooting staRburst
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