How To Install python3-ncls on Debian 12

Learn how to install python3-ncls on Debian 12 with this tutorial. python3-ncls is datastructure for interval overlap queries

Introduction

In this tutorial we learn how to install python3-ncls on Debian 12.

What is python3-ncls

python3-ncls is:

The Nested Containment List is a datastructure for interval overlap queries, like the interval tree. It is usually an order of magnitude faster than the interval tree both for building and query lookups.

The implementation here is a revived version of the one used in the now defunct PyGr library, which died of bitrot. It was now made less memory-consuming and wrapper functions allow batch-querying the NCLS for further speed gains.

This package was implemented to be the cornerstone of the PyRanges project, but was made available to the Python community as a stand-alone library.

There are three methods to install python3-ncls 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 python3-ncls Using apt-get

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

sudo apt-get update

After updating apt database, We can install python3-ncls using apt-get by running the following command:

sudo apt-get -y install python3-ncls

Install python3-ncls Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install python3-ncls using apt by running the following command:

sudo apt -y install python3-ncls

Install python3-ncls 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 python3-ncls using aptitude by running the following command:

sudo aptitude -y install python3-ncls

How To Uninstall python3-ncls on Debian 12

To uninstall only the python3-ncls package we can use the following command:

sudo apt-get remove python3-ncls

Uninstall python3-ncls And Its Dependencies

To uninstall python3-ncls and its dependencies that are no longer needed by Debian 12, we can use the command below:

sudo apt-get -y autoremove python3-ncls

Remove python3-ncls Configurations and Data

To remove python3-ncls configuration and data from Debian 12 we can use the following command:

sudo apt-get -y purge python3-ncls

Remove python3-ncls configuration, data, and all of its dependencies

We can use the following command to remove python3-ncls configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge python3-ncls

Dependencies

python3-ncls have the following dependencies:

References

Summary

In this tutorial we learn how to install python3-ncls package on Debian 12 using different package management tools: apt, apt-get and aptitude.