import requests
from elasticsearch import Elasticsearch

es = Elasticsearch()

# Return a response of the top 100 IAMA Reddit posts of all time
response = requests.get("http://api.reddit.com/r/iama/top/?t=all&limit=100", 
                        headers={"User-Agent":"TrackMaven"})

fields = ['title', 'selftext', 'author', 'score', 
        'ups', 'downs', 'num_comments', 'url', 'created']

# Loop through results and add each data dictionary to the ES "reddit" index
for i, iama in enumerate(response.json()['data']['children']):
    content = iama['data']
    doc = {}
    for field in fields:
        doc[field] = content[field]
    es.index(index="reddit", doc_type='iama', id=i, body=doc)