esq
Install - Init - Usage - Documentation
A python package that provides GraphQL API for Elasticsearch and makes it easier to query data without writing complex queries.
Install
pip install esq
Init
>>> from esq import Esq
>>> from elasticsearch import Elasticsearch
# init your Elasticsearch client object here
>>> ELASTICSEARCH_URI = "http://localhost:9200"
>>> es_client = Elasticsearch([ELASTICSEARCH_URI])
# init your Esq object here
>>> esq = Esq(es_client)
# now you can start making queries
Usage
# to get aggregation on sentiment field on your twitter index, you can simply do:
>>> sentiments = esq.get_aggr_data(index='twitter',
data_type='keyword/text', #data_type is an enum('keyword/text', 'coordinates', 'timeseries')
data_field='sentiment')
>>> print(sentiments)
[{'label': 'positive', 'value': 9}, {'label': 'neutral', 'value': 7}, {'label': 'negative', 'value': 1}]