theChefsApp

Group Project for CSE6242

Installation

To install packages, run:

pip install -r requirements.txt

Note that it is assumed that you have Python 2.7+ (not 3.X), as well as Pandas and Numpy. If not, please install these first.

Running Server

python run.py

Running Development Server

Running the development server allows you to change files and the server will recognize the changes and restart. To run the development server, run

export DEBUG=True
python run.py

Creating a Local Copy of the Database

Run

python init_db.py

Be patient as it will take a while. It should update on it's progress.

Running the Clustering Algorithm

You can test the clustering by starting a flask shell by running.

export FLASK_APP=run.py
flask shell

The shell will provide a few pre-imported classes including the flask database and all of the current models.

Clustering and filtering can be performed by calling the function Recipe.cluster_on_filters(clust_fact, *args) where clust_fact is the cluster sensitivity of the DBSCAN algorithm and *args are alternating arguments of db.Model and name of entry. An few examples of this are shown below.

Recipe.cluster_on_filters(0.7, Course, 'Main course', Diet, 'Vegan')
Recipe.cluster_on_filters(0.7, Ethnicity, 'American')

Grouping and filtering can be performed by calling Recipe.group_on_filters(*args) where *args are the name of entry;

Recipe.group_on_filters(Ethnicity)
Recipe.group_on_filters(Diet, Ethnicity)