DelayedArray

This is the development version of DelayedArray; for the stable release version, see DelayedArray.

A unified framework for working transparently with on-disk and in-memory array-like datasets

Bioconductor version: Development (3.18)

Wrapping an array-like object (typically an on-disk object) in a DelayedArray object allows one to perform common array operations on it without loading the object in memory. In order to reduce memory usage and optimize performance, operations on the object are either delayed or executed using a block processing mechanism. Note that this also works on in-memory array-like objects like DataFrame objects (typically with Rle columns), Matrix objects, ordinary arrays and, data frames.

Author: Hervé Pagès [aut, cre], Aaron Lun [ctb], Peter Hickey [ctb]

Maintainer: Hervé Pagès <hpages.on.github at gmail.com>

Citation (from within R, enter citation("DelayedArray")):

Installation

To install this package, start R (version "4.3") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("DelayedArray")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("DelayedArray")

DelayedArray / HDF5Array update	PDF	R Script
Implementing A DelayedArray Backend	HTML
Working with large arrays in R	PDF	R Script
Reference Manual	PDF
NEWS	Text

Details

biocViews	Annotation, DataRepresentation, GenomeAnnotation, Infrastructure, Software
Version	0.27.10
In Bioconductor since	BioC 3.5 (R-3.4) (6.5 years)
License	Artistic-2.0
Depends	R (>= 4.0.0), methods, stats4, Matrix, BiocGenerics(>= 0.43.4), MatrixGenerics(>= 1.1.3), S4Vectors(>= 0.27.2), IRanges(>= 2.17.3), S4Arrays(>= 1.1.1), SparseArray(>= 1.1.10)
Imports	stats
Linking To	S4Vectors
Suggests	BiocParallel, HDF5Array(>= 1.17.12), genefilter, SummarizedExperiment, airway, lobstr, DelayedMatrixStats, knitr, rmarkdown, BiocStyle, RUnit
System Requirements
Enhances
URL	https://bioconductor.org/packages/DelayedArray
Bug Reports	https://github.com/Bioconductor/DelayedArray/issues

Depends On Me	chihaya, DelayedDataFrame, DelayedMatrixStats, DelayedRandomArray, GDSArray, HDF5Array, restfulSE, restfulSEData, rhdf5client, SCArray, singleCellTK, TileDBArray, VCFArray
Imports Me	adverSCarial, alabaster.matrix, AUCell, batchelor, beachmat, bigPint, BiocSingular, bsseq, CAGEr, celaref, celda, celldex, Cepo, ChromSCape, clusterExperiment, compartmap, concordexR, CRISPRseek, cytomapper, DelayedTensor, DEScan2, DropletUtils, ELMER, EWCE, flowWorkspace, FRASER, GenomicScores, glmGamPoi, GSVA, hipathia, imcdatasets, LoomExperiment, Macarron, mariner, mbkmeans, MethReg, methrix, methylSig, mia, miaViz, minfi, MOFA2, MuData, MultiAssayExperiment, mumosa, NetActivity, netSmooth, NewWave, orthogene, orthos, PCAtools, ResidualMatrix, RTCGAToolbox, ScaledMatrix, SCArray.sat, scater, scDblFinder, scFeatures, scMerge, scmeth, scMultiome, scPCA, scran, scry, scuttle, signatureSearch, SingleCellExperiment, SingleR, SpliceWiz, SummarizedExperiment, transformGamPoi, TSCAN, VariantExperiment, velociraptor, weitrix, xcore, zellkonverter, ZygosityPredictor
Suggests Me	BiocGenerics, ChIPpeakAnno, CNVgears, gwascat, hermes, iSEE, MAST, MatrixGenerics, ProteoDisco, S4Arrays, S4Vectors, satuRn, SparseArray, SPOTlight, SQLDataFrame, TrajectoryUtils
Links To Me
Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package	DelayedArray_0.27.10.tar.gz
Windows Binary	DelayedArray_0.27.10.zip
macOS Binary (x86_64)	DelayedArray_0.27.10.tgz
macOS Binary (arm64)
Source Repository	git clone https://git.bioconductor.org/packages/DelayedArray
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/DelayedArray
Bioc Package Browser	https://code.bioconductor.org/browse/DelayedArray/
Package Short Url	https://bioconductor.org/packages/DelayedArray/
Package Downloads Report	Download Stats