Other packages > Find by keyword >

peakRAM  

Monitor the Total and Peak RAM Used by an Expression or Function
View on CRAN: Click here


Download and install peakRAM package within the R console
Install from CRAN:
install.packages("peakRAM")

Install from Github:
library("remotes")
install_github("cran/peakRAM")

Install by package version:
library("remotes")
install_version("peakRAM", "1.0.2")



Attach the package and use:
library("peakRAM")
Maintained by
Thomas Quinn
[Scholar Profile | Author Map]
First Published: 2016-07-29
Latest Update: 2017-01-16
Description:
When working with big data sets, RAM conservation is critically important. However, it is not always enough to just monitor the size of the objects created. So-called "copy-on-modify" behavior, characteristic of R, means that some expressions or functions may require an unexpectedly large amount of RAM overhead. For example, replacing a single value in a matrix duplicates that matrix in the back-end, making this task require twice as much RAM as that used by the matrix itself. This package makes it easy to monitor the total and peak RAM used so that developers can quickly identify and eliminate RAM hungry code.
How to cite:
Thomas Quinn (2016). peakRAM: Monitor the Total and Peak RAM Used by an Expression or Function. R package version 1.0.2, https://cran.r-project.org/web/packages/peakRAM. Accessed 01 May. 2025.
Previous versions and publish date:
1.0.0 (2016-07-29 07:38), 1.0.1 (2016-12-04 14:52)
Other packages that cited peakRAM R package
View peakRAM citation profile
Other R packages that peakRAM depends, imports, suggests or enhances
Complete documentation for peakRAM
Functions, R codes and Examples using the peakRAM R package
Some associated functions: peakRAM . 
Some associated R codes: peakRAM.R .  Full peakRAM package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for peakRAM051015202530354045505560TrendBars

Today's Hot Picks in Authors and Packages

dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA