https://github.com/pstjohn/bde_prediction_flask

Dockerized web service for serving tensorflow 2 BDE predictions
https://github.com/pstjohn/bde_prediction_flask

docker flask python

Last synced: about 2 months ago
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Dockerized web service for serving tensorflow 2 BDE predictions

• Host: GitHub
• URL: https://github.com/pstjohn/bde_prediction_flask
• Owner: pstjohn
• Created: 2019-06-03T14:35:09.000Z (about 7 years ago)
• Default Branch: main
• Last Pushed: 2023-09-16T21:26:47.000Z (almost 3 years ago)
• Last Synced: 2025-03-31T22:39:09.158Z (over 1 year ago)
• Topics: docker, flask, python
• Language: CSS
• Homepage:
• Size: 288 MB
• Stars: 0
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# BDE Flask App

![Docker Cloud Build Status](https://img.shields.io/docker/cloud/build/pstjohn/bde_prediction_flask)

The only tricky dependency here is [`rdkit`](http://www.rdkit.org/docs/Install.html), but it can be installed with 

```

conda install -c conda-forge rdkit

```

The dependencies are therefore

* rdkit

* pandas

* seaborn (for colors)

* flask

* wtforms

## To launch a local server:

```

cd bde_prediction

gunicorn --bind 0.0.0.0:2222 wsgi:app

```

Then browse to 0.0.0.0:2222 in a web browser

OR

```

FLASK_APP=wsgi.py flask run

```

and open localhost:5000

### Alternatively, with Docker:

```bash

docker build -t bde .

docker run -e PORT=2222 -p 2222:2222 -t bde

```

Then browse to 0.0.0.0:2222 in a web browser