A Dash app to visualize data from the openFDA elasticsearch API.
Built with:
Data from openFDA.
This project requires to get some API keys from external services.
PLOTLY_USERNAME,PLOTLY_API_KEY: get them at chart-studio.plotly.com.OPEN_FDA_API_KEY: get it at openFDA
This project uses pyenv and pyenv-virtualenv to manage the Python virtual environment, and poetry to manage the project dependencies.
If you don't already have it, install python 3.8.5.
pyenv install 3.8.5Create a virtual environment and activate it.
pyenv virtualenv 3.8.5 dash_fda
pyenv activate dash_fdaRemember to activate the virtual environment every time you work on this project.
Install all the dependencies from the poetry.lock file.
poetry installThis project uses the task runner Poe the Poet to run poetry scripts.
Run the app locally using a development server (Dash uses a Flask development server):
poetry run poe dev
# or, in alternative
python app.pyRun the app locally using a production server (gunicorn):
poetry run poe prodRun all tests with pytest:
poetry run poe testFormat all code with black:
poetry run poe formatBuild the Docker image and give it a name and a version tag:
docker build -t dash-fda:v0.1.0 .Run the Docker container:
docker run --env-file ./dash_fda/.env -p 5001:5000 dash-fda:v0.1.0Deploy the dockerized app on CapRover (running on my DigitalOcean Droplet):
./deploy.shIf you are on Ubuntu you might get ModuleNotFoundError: No module named '_bz2' and/or UserWarning: Could not import the lzma module. Your installed Python is incomplete. Attempting to use lzma compression will result in a RuntimeError. These errors are caused by pandas when it tries to import these compression libraries. If you get these errors you need to install the libbz2-dev package and the liblzma-dev package, then re-compile your python interpreter.
Here is how you can do it:
# deactivate and remove the virtual environment
pyenv deactivate
pyenv virtualenv-delete dash_fda
# remove the "broken" python interpreter
pyenv uninstall 3.8.5
# install the compression libreries
sudo apt-get install libbz2-dev liblzma-dev
# download and compile the python interpreter
pyenv install 3.8.5
# re-create the virtual environment and activate it
pyenv virtualenv 3.8.5 dash_fda
pyenv activate dash_fda
# re-install all the dependencies
poetry installThis app is just an independent project, and it has not been evaluated by the Food and Drug Administration. This app is not intended to diagnose, treat, cure, or prevent any disease. Do not rely on this app to make any decision regarding medical care.