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Mixer-like tool to create test-fixtures for an Elasticsearch index

Project description

Elasticsearch Fixtures

This tool is heavily inspired by klen's Mixer.

This tool is optimized to be used with Django and pytest.

It allows you to add documents to a test-index in yout Elasticsearch instance when you run your unittests.

With elasticsearch_fixtures you can do something like this:

from elasticsearch_fixtures.es_mixer import ESMixer

es_mixer = ESMixer(host='http://localhost:9200/')

def test_something():
  doc1 = es_mixer.blend('indexname', id=1, title='test')
  assert doc1['source']['title'] == 'test'

Note: If you provide an id and a document with that id already exists, that document will not be updated, but fully replaced.

You can also create documents without providing an id. Elasticsearch will then auto-create an id:

def test_something():
  doc1 = es_mixer.blend('indexname', title='test')
  print(doc1['id'])

And you can update an existing document that is already in the index:

def test_something():
  es_mixer.blend('indexname', id=1, title='test')
  doc1 = es_mixer.update('indexname', id=1, title='new title')
  assert doc1['source']['title'] == 'new_title'

Big word of warning: We are no ES experts. We have only started using ES around June 2019 and one of the first problems that we had was that we did not know how to properly write unittests for our Django views and Graphene resolver functions. There are probably much better ways to do this. If you know one, we would love to hear about it (just open an issue and tell us about it!).

Installation

pip install elasticsearch-fixtures

Configuration

In order to make sure that your tests wipe the index at the very beginning and also after each test, create the following conftest.py:

"""Global settings for pytest."""
import pytest

from django.conf import settings

from elasticsearch_fixtures.es_mixer import ESMixer

es_mixer = ESMixer(host=settings.ELASTICSEARCH_HOST)
index = settings.ELASTICSEARCH_INDEX


@pytest.fixture(scope='session', autouse=True)
def setup_elasticsearch():
    es_mixer.wipe_index(index)


@pytest.fixture(autouse=True)
def cleanup_elasticsearch():
    yield
    es_mixer.wipe_index(index)

As you can see, in this example we also use a Django setting called ELASTICSEARCH_HOST (with a trailing slash) and ELASTICSEARCH_INDEX. Of course you can name your own settings however you like.

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