mirror of
https://github.com/deepset-ai/haystack.git
synced 2025-10-31 17:59:27 +00:00
abda994116
* Clear faiss_index during teardown * Marking slow test with pytest markers. So In future these test can be optimized. Also command line option can be added to skip them refer https://pytest.org/en/stable/example/simple.html#control-skipping-of-tests-according-to-command-line-option * Fixing test
60 lines
2.0 KiB
Python
60 lines
2.0 KiB
Python
import pytest
|
|
from fastapi.testclient import TestClient
|
|
|
|
from haystack import Finder
|
|
from haystack.retriever.sparse import ElasticsearchRetriever
|
|
|
|
# TODO: Add integration tests for other APIs
|
|
|
|
|
|
def get_test_client_and_override_dependencies(reader, document_store_with_docs):
|
|
from rest_api.application import app
|
|
from rest_api.controller import search
|
|
|
|
search.document_store = document_store_with_docs
|
|
search.retriever = ElasticsearchRetriever(document_store=document_store_with_docs)
|
|
search.FINDERS = {1: Finder(reader=reader, retriever=search.retriever)}
|
|
|
|
return TestClient(app)
|
|
|
|
|
|
@pytest.mark.slow
|
|
@pytest.mark.parametrize("document_store_with_docs", ["elasticsearch"], indirect=True)
|
|
@pytest.mark.parametrize("reader", ["farm"], indirect=True)
|
|
def test_query_api(reader, document_store_with_docs):
|
|
client = get_test_client_and_override_dependencies(reader, document_store_with_docs)
|
|
|
|
query = {
|
|
"size": 1,
|
|
"query": {
|
|
"bool": {
|
|
"should": [
|
|
{
|
|
"multi_match": {
|
|
"query": "Where Paul lives?"
|
|
}
|
|
}
|
|
],
|
|
"filter": [
|
|
{
|
|
"terms": {
|
|
"name": "filename2"
|
|
}
|
|
}
|
|
]
|
|
}
|
|
}
|
|
}
|
|
|
|
response = client.post(url="/models/1/query?top_k_reader=1", json=query)
|
|
assert 200 == response.status_code
|
|
response_json = response.json()
|
|
assert 1 == response_json['hits']['total']['value']
|
|
assert 1 == len(response_json['hits']['hits'])
|
|
assert response_json['hits']['hits'][0]["_score"] is not None
|
|
assert response_json['hits']['hits'][0]["_source"]["meta"] is not None
|
|
assert response_json['hits']['hits'][0]["_id"] is not None
|
|
assert "New York" == response_json['hits']['hits'][0]["_source"]["answer"]
|
|
assert "My name is Paul and I live in New York" == response_json['hits']['hits'][0]["_source"]["context"]
|
|
|