Package: data.table.threads 1.0.1
data.table.threads: Analyze Multi-Threading Performance for 'data.table' Functions
Assists in finding the most suitable thread count for the various 'data.table' routines that support parallel processing.
Authors:
data.table.threads_1.0.1.tar.gz
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data.table.threads_1.0.1.tgz(r-4.5-any)data.table.threads_1.0.1.tgz(r-4.4-any)data.table.threads_1.0.1.tgz(r-4.3-any)
data.table.threads_1.0.1.tar.gz(r-4.5-noble)data.table.threads_1.0.1.tar.gz(r-4.4-noble)
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data.table.threads.pdf |data.table.threads.html✨
data.table.threads/json (API)
NEWS
| # Install 'data.table.threads' in R: |
| install.packages('data.table.threads', repos = c('https://anirban166.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/anirban166/data.table.threads/issues
Last updated 3 months agofrom:9ddb2fd3df. Checks:1 OK, 8 WARNING. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 05 2025 |
| R-4.5-win | WARNING | Mar 05 2025 |
| R-4.5-mac | WARNING | Mar 05 2025 |
| R-4.5-linux | WARNING | Mar 05 2025 |
| R-4.4-win | WARNING | Mar 05 2025 |
| R-4.4-mac | WARNING | Mar 05 2025 |
| R-4.4-linux | WARNING | Mar 05 2025 |
| R-4.3-win | WARNING | Mar 05 2025 |
| R-4.3-mac | WARNING | Mar 05 2025 |
Exports:addRecommendedEfficiencyfindOptimalThreadCountsetThreadCount
Dependencies:clicolorspacedata.tablefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmicrobenchmarkmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function that adds recommended efficiency speedup lines and points to benchmarks | addRecommendedEfficiency |
| Function that finds the optimal (fastest) thread count for different 'data.table' functions | findOptimalThreadCount |
| Function to make speedup plots for the benchmarked 'data.table' functions | plot.data_table_threads_benchmark |
| Function to concisely display the results returned by 'findOptimalThreadCount()' in an organized table | print.data_table_threads_benchmark |
| Function to run a set of predefined benchmarks for different 'data.table' functions with varying thread counts | runBenchmarks |
| Function to set the thread count for a specific 'data.table' function | setThreadCount |
