Simple example for saving the model to GridFS

SaveModelToGridFS.py

import datetime
import gridfs
import pickle
import pymongo

from bson.binary import Binary

# Copy and paste the model here from https://gist.github.com/braz/8a65ffc359fd9f208c1e8ca64b7dfac3

model_name = str(type(model))
model_name = model_name[8:-2]
model_created_at = datetime.datetime.utcnow()

mongo = pymongo.MongoClient("localhost:27017")
grid_db = mongo.grid
fs = gridfs.GridFS(grid_db)
model_id = fs.put(pickle.dumps(model), model_type=model_name, model_created_at=model_created_at, model_param=model.get_xgb_params(), accuracy=accuracy)