How To Install r-cran-bit on Debian 12

Learn how to install r-cran-bit on Debian 12 with this tutorial. r-cran-bit is GNU R class for vectors of 1-bit booleans

Introduction

In this tutorial we learn how to install r-cran-bit on Debian 12.

What is r-cran-bit

r-cran-bit is:

This GNU R package provides bitmapped vectors of booleans (no NAs), coercion from and to logicals, integers and integer subscripts; fast boolean operators and fast summary statistics. With ‘bit’ vectors you can store true binary booleans {FALSE,TRUE} at the expense of 1 bit only, on a 32 bit architecture this means factor 32 less RAM and ~ factor 32 more speed on boolean operations. Due to overhead of R calls, actual speed gain depends on the size of the vector: expect gains for vectors of size > 10000 elements. Even for one-time boolean operations it can pay-off to convert to bit, the pay-off is obvious, when such components are used more than once.

Reading from and writing to bit is approximately as fast as accessing standard logicals - mostly due to R’s time for memory allocation. The package allows one to work with pre-allocated memory for return values by calling .Call() directly: when evaluating the speed of C-access with pre-allocated vector memory, coping from bit to logical requires only 70% of the time for copying from logical to logical; and copying from logical to bit comes at a performance penalty of 150%. the package now contains further classes for representing logical selections: ‘bitwhich’ for very skewed selections and ‘ri’ for selecting ranges of values for chunked processing. All three index classes can be used for subsetting ‘ff’ objects (ff-2.1-0 and higher).

There are three methods to install r-cran-bit on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install r-cran-bit Using apt-get

Update apt database with apt-get using the following command.

sudo apt-get update

After updating apt database, We can install r-cran-bit using apt-get by running the following command:

sudo apt-get -y install r-cran-bit

Install r-cran-bit Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install r-cran-bit using apt by running the following command:

sudo apt -y install r-cran-bit

Install r-cran-bit Using aptitude

If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.

sudo aptitude update

After updating apt database, We can install r-cran-bit using aptitude by running the following command:

sudo aptitude -y install r-cran-bit

How To Uninstall r-cran-bit on Debian 12

To uninstall only the r-cran-bit package we can use the following command:

sudo apt-get remove r-cran-bit

Uninstall r-cran-bit And Its Dependencies

To uninstall r-cran-bit and its dependencies that are no longer needed by Debian 12, we can use the command below:

sudo apt-get -y autoremove r-cran-bit

Remove r-cran-bit Configurations and Data

To remove r-cran-bit configuration and data from Debian 12 we can use the following command:

sudo apt-get -y purge r-cran-bit

Remove r-cran-bit configuration, data, and all of its dependencies

We can use the following command to remove r-cran-bit configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge r-cran-bit

Dependencies

r-cran-bit have the following dependencies:

References

Summary

In this tutorial we learn how to install r-cran-bit package on Debian 12 using different package management tools: apt, apt-get and aptitude.