ViewBovis

ViewBovis is an APHA web application for use as a disease surveillance and breakdown investigation tool for bovine TB. It combines Whole Genome Sequencing (WGS) data of M. bovis with geographical locations of hosts animals to understand bTB transmission.

ViewBovis API

This repository provides a rest API for the ViewBovis application. The API is written in Python using the Flask web framework. The main interface to the API can be observed in app/viewbovis.py which shows the five API endpoints: /, /sample, sample/movements, /sample/related and /sample/matrix. The main implementation for these endpoints is found in app/viewbovis_data.py, where the application queries the database and SNP matrix CSVs for data and constructs python dictonaries to be returned as JSON by the API.

Requests at / return the main index.html page. All other requests return data in JSON format relating to a sample of interest (SOI) (the SOI is encoded in a query string paramater along with additional information). To see details of each endpoint please read the docstrings found in app/viewbovis.py and app/viewbovis_data.py along with the viewing the integration tests, found at app/tests/integration_tests.py which serves as documentation for the API detailing the expected response to a wide variety of requests at each endpoint.

Nextstrain

Nextstrain is a key feature of the ViewBovis application that provides clade-wise phylogentic trees for M. bovis isolates in cattle and wildlife alongside a geographical map of isolate location. An APHA developed version of Auspice (Nextstrain's web-tool for visualising phylogentic data) is included within the main ViewBovis application via an iframe. This means that the client must be able to directly connect to a running Auspice server in order for the iframe to work.

For more details on Auspice and Nextstrain, please see the APHA's auspic repo and the documentation at nextstrain.org.

Installation

Please note: These installation instructions are intended for developers who wish to install, run and develop on the app. This will install the code natively. Alternatively, for deployment instructions and other details on running the app in production see the README in /server.

Source code

To get source code, Javascript and HTML files, clone this GitHub repository:

git clone https://github.com/aphascience/ViewBovis.git

cd ViewBovis

Python and dependencies

The app depends on Python and is tested on Python3.10. To install Python3.10:

sudo apt-get update -y

sudo apt-add-repository ppa:deadsnakes/ppa

sudo apt-get install Python3.10

Install the pip package manager:

curl -sS https://bootstrap.pypa.io/get-pip.py | python3.10

It is recommended to use a virtual environment using either venv or virtualenv. To install virtualenv:

python3.10 -m pip install virtualenv

Setup and activate new virtual environment:

python3.10 -m virtualenv -p /usr/bin/python3.10 </path/to/the/new/virtualenv/>

source </path/to/the/new/virtualenv/>bin/activate

The app uses the Flask web development framework and has a number of other Python dependencies. To install all dependencies:

pip install -r requirements.txt

Running the app

Simply run:

cd app

python deploy.py --data_path <path/to/data/dir>

This will start a Flask development server listening at localhost on port 5000.

To connect to the app simply visit http://127.0.0.1:5000 on the device that the server is running on.

Data

A local data directory must be structured as follows:

├── snp_matrix
│   ├── B1-11_01Mar23_matrix.csv
│   ├── B2-11_01Mar23_matrix.csv
│   ├── B3-11_01Mar23_matrix.csv
│   .
|   .
|   .
└── viewbovis.db

where the snp_matrix directory contains SNP matrix CSV files for all 30 M. bovis clades and viewbovis.db is a sqlite database containing metadata relating to host species movements, dates and WGS information. All data are outputs of btb-forestry.

When running locally for development purposes, the application can be pointed to this folder at runtime.

dmnfarrell/ViewBovisIE