Minimal Python ElasticSearch scroll example WITHOUT client library

elasticScroll.py

data = []
base_url="https://<elasticsearch-cluster-name>.us-west-2.es.amazonaws.com/"
payload = {
  "size":10000,
  "query":{
      "match_all": {}
  }
}
response = requests.post(base_url+"<index-name>/_search?scroll=1m", json=payload)
response = json.loads(response.content.decode())
# subsequent requests
scroll = {
  "scroll" : "1m", 
  "scroll_id" : response['_scroll_id']
}
data.extend(response['hits']['hits'])
while (response['hits']['hits'] != []):
    response = requests.post(f'{base_url}_search/scroll', json=scroll)
    response = json.loads(response.content.decode())
    data.extend(response['hits']['hits'])
    scroll_id = response['_scroll_id']