neptune/core/lib/opensearch.py

45 lines
1.2 KiB
Python

from django.conf import settings
from opensearchpy import OpenSearch
def initialise_opensearch():
auth = (settings.OPENSEARCH_USERNAME, settings.OPENSEARCH_PASSWORD)
client = OpenSearch(
# fmt: off
hosts=[{"host": settings.OPENSEARCH_URL,
"port": settings.OPENSEARCH_PORT}],
http_compress=False, # enables gzip compression for request bodies
http_auth=auth,
# client_cert = client_cert_path,
# client_key = client_key_path,
use_ssl=settings.OPENSEARCH_TLS,
verify_certs=False,
ssl_assert_hostname=False,
ssl_show_warn=False,
# a_certs=ca_certs_path,
)
return client
def construct_query(query, fields):
if not fields:
fields = settings.OPENSEARCH_MAIN_SEARCH_FIELDS
query = {
"size": 5,
"query": {
"multi_match": {
"query": query,
"fields": fields,
}
},
}
return query
def run_main_query(client, query, fields=None):
search_query = construct_query(query, fields)
# fmt: off
response = client.search(body=search_query,
index=settings.OPENSEARCH_INDEX_MAIN)
return response