BiocParallel
Bioconductor facilities for parallel evaluation
Bioconductor version: 3.23 · Package version: 1.46.0
Other Bioconductor versions
devel is the development version; release is the current stable one.
3.24 (devel), 3.23 (release)
This package provides modified versions and novel implementation of functions for parallel evaluation, tailored to use with Bioconductor objects.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("BiocParallel") Details
| Maintainer | Jiefei Wang <jiefei0804@gmail.com> |
| Author | Jiefei Wang [aut, cre], Martin Morgan [aut], Valerie Obenchain [aut], Michel Lang [aut], Ryan Thompson [aut], Nitesh Turaga [aut], Aaron Lun [ctb], Henrik Bengtsson [ctb], Madelyn Carlson [ctb] (Translated 'Random Numbers' vignette from Sweave to RMarkdown / HTML.), Phylis Atieno [ctb] (Translated 'Introduction to BiocParallel' vignette from Sweave to Rmarkdown / HTML.), Sergio Oller [ctb] (Improved bpmapply() efficiency., ORCID: <https://orcid.org/0000-0002-8994-1549>) |
| License | GPL-2 | GPL-3 | BSL-1.0 |
| URL | https://github.com/Bioconductor/BiocParallel |
| Bug Reports | https://github.com/Bioconductor/BiocParallel/issues |
| System Requirements | C++11 |
| Source branch | RELEASE_3_23 |
| Build report | Bioconductor build system, r-universe |
| biocViews | Infrastructure, Software |
| Package Short Url | https://bioconductor.org/packages/BiocParallel/ |
Citation
From within R, enter citation("BiocParallel"):
Jiefei Wang, Martin Morgan, Valerie Obenchain, Michel Lang, Ryan Thompson, Nitesh Turaga. BiocParallel: Bioconductor facilities for parallel evaluation. doi:10.18129/B9.bioc.BiocParallel, R package version 1.46.0, https://bioconductor.org/packages/BiocParallel.
Generated from the package metadata; it may differ from the package's own citation.
Documentation
- Introduction to BiocParallel
- Introduction to BatchtoolsParam
- Errors, Logs and Debugging in BiocParallel
- Random Numbers in BiocParallel
Download
Follow the installation instructions to use this package in your R session.
| Source package | BiocParallel_1.46.0.tar.gz |
| Windows binary (x86_64) | BiocParallel_1.46.0.zip |
| macOS binary (arm64) | BiocParallel_1.46.0.tgz |
| macOS binary (x86_64) | BiocParallel_1.46.0.tgz |
Dependencies
Depends: methods, R (>= 4.1.0)
Imports: stats, utils, futile.logger, parallel, snow, codetools
LinkingTo: BH (>= 1.87.0), cpp11
Suggests: BiocGenerics, tools, foreach, BBmisc, doParallel, GenomicRanges, RNAseqData.HNRNPC.bam.chr14, TxDb.Hsapiens.UCSC.hg19.knownGene, VariantAnnotation, Rsamtools, GenomicAlignments, ShortRead, RUnit, BiocStyle, knitr, batchtools, data.table
Enhances: Rmpi
Reverse dependencies
Depends On Me (41): bacon, BEclear, Cardinal, CardinalIO, ChIPQC, Chromatograms, ClassifyR, clusterSeq, consensusSeekeR, DEWSeq, DEXSeq, DMCFB, DMCHMM, doppelgangR, DSS, extraChIPs, FEAST, FRASER, GenomicFiles, INSPEcT, iPath, ISLET, matter, MBASED, metagene2, metapone, ncGTW, Oscope, OUTRIDER, PCAN, periodicDNA, pRoloc, RedisParam, Rqc, sequencing, ShortRead, SigCheck, Spectra, sva, variancePartition, xcms
Imports Me (364): abseqR, ADImpute, AffiXcan, ALDEx2, AlphaBeta, AlpsNMR, amplican, ASICS, ATACseqQC, atena, atSNP, bambu, BANDITS, bandle, Banksy, BASiCS, batchCorr, batchelor, BayesSpace, bayNorm, beer, benchdamic, BERT, betterChromVAR, BioCor, BiocSingular, BioNERO, biotmle, biscuiteer, blase, bluster, brendaDb, bsseq, CAGEfightR, CAGEr, CARDspa, carnation, causalBatch, CBN2Path, ccImpute, CDI, cellbaseR, CellBench, CelliD, CellMentor, CellMixS, censcyt, Cepo, ChIPexoQual, ChromSCape, chromVAR, ClusterFoldSimilarity, clustSIGNAL, CNVMetrics, CNVRanger, CoGAPS, comapr, coMethDMR, CompoundDb, concordexR, condiments, consensusOV, consICA, Coralysis, CoreGx, coseq, cpvSNP, CrispRVariants, crupR, csaw, CTSV, cydar, cypress, CytoGLMM, cytoKernel, cytomapper, CytoMDS, CytoMethIC, CytoPipeline, damidBind, dcGSA, DCLEAR, DeconvoBuddies, decoupleR, DeepTarget, DegCre, DepInfeR, derfinder, DEScan2, DESeq2, DEsingle, DESpace, DiffBind, Dino, DMRcaller, dmrseq, DNEA, DOTSeq, dreamlet, DRIMSeq, DropletUtils, DTSEA, Dune, DysPIA, easier, easyRNASeq, EMDomics, enhancerHomologSearch, enviGCMS, epimutacions, epiregulon, epistasisGA, ERSSA, EWCE, ExpHunterSuite, factR, faers, fgsea, findIPs, FindIT2, FLAMES, flowcatchR, flowSpecs, GDCRNATools, gDNAx, gDRcore, gDRutils, GeDi, GENESIS, GenomAutomorphism, GenomicAlignments, gINTomics, GloScope, gmapR, GOaGO, gscreend, GSEABenchmarkeR, GSEMA, GSVA, h5vc, HicAggR, HiCBricks, HiCcompare, HiCDOC, HiCExperiment, HiContacts, Holomics, HTSFilter, HybridExpress, iasva, icetea, ideal, IHWpaper, IMAS, imcRtools, IntEREst, IONiseR, IPO, IsoformSwitchAnalyzeR, IVAS, jazzPanda, JohnsonKinaseData, jvecfor, katdetectr, KinSwingR, lcmsPlot, LDM, LimROTS, lisaClust, loci2path, LOCOM2, LRcell, Macarron, magpie, magrene, mariner, mbkmeans, MCbiclust, metabinR, MetaboAnnotation, MetaboCoreUtils, metabomxtr, metaseqR2, methodical, MethylAid, methylGSA, methyLImp2, methylInheritance, methylscaper, methylumi, MetNet, mia, miaViz, microSTASIS, MICSQTL, miloR, minfi, minSNPs, MIRit, mist, mixOmics, MOGAMUN, MoleculeExperiment, monaLisa, motifbreakR, MotifPeeker, MPAC, MPRAnalyze, MsBackendMassbank, MsBackendMgf, MsBackendMsp, MsBackendRawFileReader, MsBackendSql, MSnbase, msqrob2, MsQuality, MSstatsResponse, multiHiCcompare, mumosa, muscat, NBAMSeq, nnSVG, notame, notameStats, NPARC, omicsGMF, oosse, ORFik, orthos, OVESEG, PAIRADISE, pairedGSEA, pathMED, PCAtools, PDATK, pengls, PharmacoGx, pipeComp, poem, pram, proActiv, profileplyr, ProteoDisco, PSMatch, qpgraph, QRscore, qsea, QuasR, RadioGx, raer, rawDiag, Rcwl, recount, ReducedExperiment, RegEnrich, REMP, RiboCrypt, RJMCMCNucleosomes, RNAmodR, RNAseqCovarImpute, RNAshapeQC, robin, ROTS, Rsamtools, RUVcorr, SanityR, saseR, satuRn, scanMiR, scanMiRApp, SCArray, SCArray.sat, scater, scBubbletree, scClassify, scConform, scDblFinder, scDD, scDDboost, scde, scDesign3, SCFA, scFeatures, scGate, scGraphVerse, scHiCcompare, scHOT, scMerge, scMultiSim, SCnorm, scone, scoreInvHap, scPCA, scran, screenCounter, scruff, scShapes, scTHI, scTypeEval, scuttle, seqpac, SEraster, sesame, SEtools, sigFeature, signatureSearch, SimBu, simpleSeg, singIST, SingleCellAlleleExperiment, singleCellTK, singscore, SmartPhos, smoppix, SNPhood, soGGi, spacexr, SpaNorm, spARI, sparrow, SpatialFeatureExperiment, spatialGE, SpectralTAD, spicyR, splatter, SpliceImpactR, SpliceWiz, SplicingGraphs, spoon, SpotSweeper, srnadiff, StabMap, Statial, SUITOR, SuperCellCyto, SVP, syntenet, TAPseq, TBSignatureProfiler, ternarynet, TFBSTools, tidyCoverage, TmCalculator, TMixClust, ToxicoGx, TPP2D, tpSVG, tradeSeq, TreeSummarizedExperiment, Trendy, TVTB, txcutr, UCell, UPDhmm, VariantFiltering, VariantTools, VDJdive, velociraptor, vmrseq, Voyager, waddR, weitrix, xCell2, zinbwave
Suggests Me (55): alabaster.mae, beachmat, BiocNeighbors, bioLeak, CAGEWorkflow, cliqueMS, clustermq, conos, DelayedArray, easyEWAS, EpiCompare, escape, futurize, GenomicDataCommons, ggsc, glmGamPoi, GRaNIE, h5mread, HDF5Array, imageFeatureTCGA, IOBR, ISAnalytics, MeLSI, MethylAidData, MungeSumstats, netSmooth, omicsPrint, pagoda2, phase1RMD, plyinteractions, PureCN, RaMS, randRotation, RcisTarget, rebook, rhdf5, S4Arrays, scGPS, scLANE, SeqArray, Single.mTEC.Transcriptomes, SingleR, spatialHeatmap, survBootOutliers, survClust, SVG, TENxBrainData, TENxPBMCData, TFutils, TileDBArray, TrajectoryUtils, TSCAN, universalmotif, wrTopDownFrag, xcore