Package: partools 1.1.7

Norm Matloff
partools: Tools for the 'Parallel' Package
Miscellaneous utilities for parallelizing large computations. Alternative to MapReduce. File splitting and distributed operations such as sort and aggregate. "Software Alchemy" method for parallelizing most statistical methods, presented in N. Matloff, Parallel Computation for Data Science, Chapman and Hall, 2015. Includes a debugging aid.
Authors:
partools_1.1.7.tar.gz
partools_1.1.7.zip(r-4.7)partools_1.1.7.zip(r-4.6)partools_1.1.7.zip(r-4.5)
partools_1.1.7.tgz(r-4.6-any)partools_1.1.7.tgz(r-4.5-any)
partools_1.1.7.tar.gz(r-4.7-any)partools_1.1.7.tar.gz(r-4.6-any)
partools_1.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
partools/json (API)
| # Install 'partools' in R: |
| install.packages('partools', repos = c('https://matloff.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/matloff/partools/issues
Last updated from:b6b5ffdcd1. Checks:7 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 171 | ||
| source / vignettes | OK | 210 | ||
| linux-release-x86_64 | WARNING | 165 | ||
| macos-release-arm64 | WARNING | 148 | ||
| macos-oldrel-arm64 | WARNING | 106 | ||
| windows-devel | WARNING | 110 | ||
| windows-release | WARNING | 106 | ||
| windows-oldrel | WARNING | 101 | ||
| wasm-release | OK | 127 |
Exports:addlistscacaaggcabasecaclassfitcaclasspredcaglmcakmcaknncalmcameanscaprcompcaquantiledbsdbsdumpdbsmsgdbsmsgstartdfileaggdfilegetrowsdistribaggdistribcatdistribcountsdistribgetrowsdistribisdtdistribmeansdistribrangedistribsplitdoclscmddocmddwhich.maxdwhich.minexportlibpathsfileaggfilecatfilechunknamefilegetrowsfilereadfilesavefileshufflefilesortfilesplitfilesplitrandformrowchunksgeteltisgetnumdigsgetpteipstrcatkilldebuglinecountmatrixtolistparpdistre_codereadnscramblesetclsinfovotewritemgrscreenwritewrkrscreens
Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecowplotcpp11data.tableDerivdoBydplyrfarverFNNforeachforecastFormulafracdiffgenericsggplot2glmnetgluegtablegtoolsisobanditeratorslabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmvtnormnlmenloptrnnetnumDerivpbkrtestpdistpillarpkgconfigpolyregpurrrquantregR.methodsS3R.ooR.utilsR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasregtoolsrjerlangS7sandwichscalesshapeSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Software Alchemy: Turning Complex Statistical Computations into Embarrassingly-Parallel Ones | ca caagg cabase caglm cakm caknn calm cameans caprcomp caquantile |
| Software Alchemy for Machine Learning | caclassfit caclasspred re_code vote |
| Debugging aid for 'parallel' cluster code. | dbs dbsdump dbsmsg dbsmsgstart killdebug writemgrscreen writewrkrscreens |
| Utilities for 'parallel' cluster code. | addlists distribagg distribcat distribcounts distribgetrows distribisdt distribmeans distribrange distribsplit doclscmd docmd dwhich.max dwhich.min exportlibpaths formrowchunks geteltis getpte ipstrcat matrixtolist setclsinfo |
| Partools Apps | parpdist |
| Snowdoop. | dfileagg dfilegetrows fileagg filecat filechunkname filegetrows fileread filesave fileshuffle filesort filesplit filesplitrand getnumdigs linecount readnscramble snowdoop |