OpenSearch allows you to use different methods for the authentication via connection_class
and http_auth
parameters.
This library supports IAM-based authentication when communicating with OpenSearch clusters running in Amazon Managed OpenSearch and OpenSearch Serverless.
For Urllib3HttpConnection
use Urllib3AWSV4SignerAuth
, and for RequestHttpConnection
use RequestsAWSV4SignerAuth
.
from opensearchpy import OpenSearch, Urllib3HttpConnection, Urllib3AWSV4SignerAuth
import boto3
host = '' # cluster endpoint, for example: my-test-domain.us-east-1.es.amazonaws.com
region = 'us-west-2'
service = 'es' # 'aoss' for OpenSearch Serverless
credentials = boto3.Session().get_credentials()
auth = Urllib3AWSV4SignerAuth(credentials, region, service)
client = OpenSearch(
hosts = [{'host': host, 'port': 443}],
http_auth = auth,
use_ssl = True,
verify_certs = True,
connection_class = Urllib3HttpConnection,
pool_maxsize = 20
)
index_name = 'test-index'
q = 'miller'
query = {
'size': 5,
'query': {
'multi_match': {
'query': q,
'fields': ['title^2', 'director']
}
}
}
response = client.search(
body = query,
index = index_name
)
print('\nSearch results:')
print(response)
Use AsyncOpenSearch
with the AsyncHttpConnection
connection class and the async AWSV4SignerAsyncAuth
signer.
from opensearchpy import AsyncOpenSearch, AsyncHttpConnection, AWSV4SignerAsyncAuth
import boto3
host = '' # cluster endpoint, for example: my-test-domain.us-east-1.es.amazonaws.com
region = 'us-west-2'
service = 'es' # 'aoss' for OpenSearch Serverless
credentials = boto3.Session().get_credentials()
auth = AWSV4SignerAsyncAuth(credentials, region, service)
client = AsyncOpenSearch(
hosts = [{'host': host, 'port': 443}],
http_auth = auth,
use_ssl = True,
verify_certs = True,
connection_class = AsyncHttpConnection
)
async def search():
index_name = 'test-index'
q = 'miller'
query = {
'size': 5,
'query': {
'multi_match': {
'query': q,
'fields': ['title^2', 'director']
}
}
}
response = await client.search(
body = query,
index = index_name
)
print(response)
search()
There are several python packages that provide Kerberos support over HTTP, such as requests-kerberos and requests-gssapi. The following example shows how to setup Kerberos authentication.
Note that some of the parameters, such as mutual_authentication
might depend on the server settings.
from opensearchpy import OpenSearch, RequestsHttpConnection
from requests_kerberos import HTTPKerberosAuth, OPTIONAL
client = OpenSearch(
['htps://...'],
use_ssl=True,
verify_certs=True,
http_auth=HTTPKerberosAuth(mutual_authentication=OPTIONAL)
)
health = client.cluster.health()