RGMQL

This package is deprecated. It will probably be removed from Bioconductor. Please refer to the package end-of-life guidelines for more information.

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

GenoMetric Query Language for R/Bioconductor


Bioconductor version: Development (3.21)

This package brings the GenoMetric Query Language (GMQL) functionalities into the R environment. GMQL is a high-level, declarative language to manage heterogeneous genomic datasets for biomedical purposes, using simple queries to process genomic regions and their metadata and properties. GMQL adopts algorithms efficiently designed for big data using cloud-computing technologies (like Apache Hadoop and Spark) allowing GMQL to run on modern infrastructures, in order to achieve scalability and high performance. It allows to create, manipulate and extract genomic data from different data sources both locally and remotely. Our RGMQL functions allow complex queries and processing leveraging on the R idiomatic paradigm. The RGMQL package also provides a rich set of ancillary classes that allow sophisticated input/output management and sorting, such as: ASC, DESC, BAG, MIN, MAX, SUM, AVG, MEDIAN, STD, Q1, Q2, Q3 (and many others). Note that many RGMQL functions are not directly executed in R environment, but are deferred until real execution is issued.

Author: Simone Pallotta [aut, cre], Marco Masseroli [aut]

Maintainer: Simone Pallotta <simonepallotta at hotmail.com>

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

Installation

To install this package, start R (version "4.5") and enter:


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

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

BiocManager::install("RGMQL")

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

Documentation

Reference Manual PDF

Details

biocViews DataImport, ImmunoOncology, Infrastructure, Network, SingleCell, Software
Version 1.27.1
In Bioconductor since BioC 3.7 (R-3.5) (6.5 years)
License Artistic-2.0
Depends R (>= 3.4.2), RGMQLlib
Imports httr, rJava, GenomicRanges, rtracklayer, data.table, utils, plyr, xml2, methods, S4Vectors, dplyr, stats, glue, BiocGenerics
System Requirements
URL http://www.bioinformatics.deib.polimi.it/genomic_computing/GMQL/
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Follow Installation instructions to use this package in your R session.

Source Package
Windows Binary (x86_64)
macOS Binary (x86_64)
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/RGMQL
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/RGMQL
Package Short Url https://bioconductor.org/packages/RGMQL/
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