mycotools 0.31.18

Bleeding-edge comparative genomics automation and standardization software

NOTE

This software is a beta release (prokaryote is alpha state) - errors are expected. Kindly raise an issue if the error has not been mentioned. If you can find the bug, even better! The goal is to reach a longterm stable release - please join me in this aspiration.

PURPOSE

Bring broadscale comparative genomics to the masses.

Mycotools is a compilation of computational biology tools and database (MycotoolsDB/MTDB) software that facilitate large-scale comparative genomics. MycotoolsDB dereplicates and locally assimilates all NCBI and MycoCosm (Joint Genome Institute) genomes into a database schema with uniform file curation, scalability, and automation as guiding principles.

• Database initialization is as simple as mtdb u --init <DIR>
• mtdb u --update brings the database to the current date
• The MycotoolsDB (MTDB) uniformly curates the numerous iterations of the gff into a consistent standard
• The .mtdb database format enables swift transitions from analyses with datasets of 100,000s genomes to as few as a lineage of interest
• Mycotools software suite includes modules to automate routine-complex comparative genomics

CITING

If Mycotools contribute to your analysis, please cite the preprint and mention the version in-line.

Konkel, Z., Slot, J. C. Mycotools: An Automated and Scalable Platform for Comparative Genomics. bioRxiv 2023.09.08.556886; doi: https://doi.org/10.1101/2023.09.08.556886

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INSTALL

The installation guide will use miniconda3 as the environment manager. Please reference their install and initialization instructions.

1. Configuring miniconda3

Setup and prioritize channels for your miniconda installation. This step must be completed for new and old installs.

conda config --add channels defaults
conda config --add channels bioconda
conda config --add channels conda-forge
conda config --set channel_priority strict

2. Installing mycotools

Make sure conda is active, usually by seeing (base) in in your shell. If not, try conda activate base or source activate base.

conda create -n mycotools python pip
conda activate mycotools
python3 -m pip install mycotools --upgrade
mtdb -d

NOTE: The conda package is broken on its own, so please explicitly run pip install as noted above to update the mycotools package inside the conda environment.

Determine if you are going to link to an already installed database, or become the administrator of a new one:

3a. USER: Integrate with already initialized MycotoolsDB

To link with an existing database, fill in <PATH> with the database path

mtdb --init <DB_PATH>

3b. ADMINISTRATOR: Initialize a local MycotoolsDB

mtdb update --init <DB_PATH>

USAGE

Once installed, you're good to proceed to the usage guide!

UPDATE

Mycotools is currently in an advanced beta state with frequent updates. It is recommended to run the following in your conda environment if you are having trouble with analyses:

python3 -m pip install mycotools --upgrade

NOTE: Make sure the conda environment is active when updating. I recommend updating with pip because the conda distribution is currently prone to dependency issues and will not update reliably.

A NOTE ON THE CODE

Each standalone script is written with a cli function, designed to handle running the script from the command line, as well as main function(s), which are importable python modules. This enables Mycotools to be a pipelining-friendly software suite, both from a command line and python scripting standpoint.

Code edits should focus on stabilizing existing features and simplifying/decerasing the code base. I try to implement code aligned with principles of the functional programming paradigm and modifications should act in accord with this paradigm, i.e. sparing implementation of new classes, limited necessary abstraction, no hidden state changes, and function-based flow.