Files
onyx/backend/scripts/debugging/opensearch/opensearch_debug.py
T

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Python

#!/usr/bin/env python3
"""A utility to interact with OpenSearch.
Usage:
python3 opensearch_debug.py --help
python3 opensearch_debug.py list
python3 opensearch_debug.py delete <index_name>
Environment Variables:
OPENSEARCH_HOST: OpenSearch host
OPENSEARCH_REST_API_PORT: OpenSearch port
OPENSEARCH_ADMIN_USERNAME: Admin username
OPENSEARCH_ADMIN_PASSWORD: Admin password
Dependencies:
backend/shared_configs/configs.py
backend/onyx/document_index/opensearch/client.py
"""
import argparse
import os
import sys
from onyx.document_index.opensearch.client import OpenSearchClient
from onyx.document_index.opensearch.client import OpenSearchIndexClient
from shared_configs.configs import MULTI_TENANT
def list_indices(client: OpenSearchClient) -> None:
indices = client.list_indices_with_info()
print(f"Found {len(indices)} indices.")
print("-" * 80)
for index in sorted(indices, key=lambda x: x.name):
print(f"Index: {index.name}")
print(f"Health: {index.health}")
print(f"Status: {index.status}")
print(f"Num Primary Shards: {index.num_primary_shards}")
print(f"Num Replica Shards: {index.num_replica_shards}")
print(f"Docs Count: {index.docs_count}")
print(f"Docs Deleted: {index.docs_deleted}")
print(f"Created At: {index.created_at}")
print(f"Total Size: {index.total_size}")
print(f"Primary Shards Size: {index.primary_shards_size}")
print("-" * 80)
def delete_index(client: OpenSearchIndexClient) -> None:
if not client.index_exists():
print(f"Index '{client._index_name}' does not exist.")
return
confirm = input(f"Delete index '{client._index_name}'? (yes/no): ")
if confirm.lower() != "yes":
print("Aborted.")
return
if client.delete_index():
print(f"Deleted index '{client._index_name}'.")
else:
print(f"Failed to delete index '{client._index_name}' for an unknown reason.")
def main() -> None:
def add_standard_arguments(parser: argparse.ArgumentParser) -> None:
parser.add_argument(
"--host",
help="OpenSearch host. If not provided, will fall back to OPENSEARCH_HOST, then prompt "
"for input.",
type=str,
default=os.environ.get("OPENSEARCH_HOST", ""),
)
parser.add_argument(
"--port",
help="OpenSearch port. If not provided, will fall back to OPENSEARCH_REST_API_PORT, "
"then prompt for input.",
type=int,
default=int(os.environ.get("OPENSEARCH_REST_API_PORT", 0)),
)
parser.add_argument(
"--username",
help="OpenSearch username. If not provided, will fall back to OPENSEARCH_ADMIN_USERNAME, "
"then prompt for input.",
type=str,
default=os.environ.get("OPENSEARCH_ADMIN_USERNAME", ""),
)
parser.add_argument(
"--password",
help="OpenSearch password. If not provided, will fall back to OPENSEARCH_ADMIN_PASSWORD, "
"then prompt for input.",
type=str,
default=os.environ.get("OPENSEARCH_ADMIN_PASSWORD", ""),
)
parser.add_argument(
"--no-ssl", help="Disable SSL.", action="store_true", default=False
)
parser.add_argument(
"--no-verify-certs",
help="Disable certificate verification (for self-signed certs).",
action="store_true",
default=False,
)
parser.add_argument(
"--use-aws-managed-opensearch",
help="Whether to use AWS-managed OpenSearch. If not provided, will fall back to checking "
"USING_AWS_MANAGED_OPENSEARCH=='true', then default to False.",
action=argparse.BooleanOptionalAction,
default=os.environ.get("USING_AWS_MANAGED_OPENSEARCH", "").lower()
== "true",
)
parser = argparse.ArgumentParser(
description="A utility to interact with OpenSearch."
)
subparsers = parser.add_subparsers(
dest="command", help="Command to execute.", required=True
)
list_parser = subparsers.add_parser("list", help="List all indices with info.")
add_standard_arguments(list_parser)
delete_parser = subparsers.add_parser("delete", help="Delete an index.")
delete_parser.add_argument("index", help="Index name.", type=str)
add_standard_arguments(delete_parser)
args = parser.parse_args()
if not (host := args.host or input("Enter the OpenSearch host: ")):
print("Error: OpenSearch host is required.")
sys.exit(1)
if not (port := args.port or int(input("Enter the OpenSearch port: "))):
print("Error: OpenSearch port is required.")
sys.exit(1)
if not (username := args.username or input("Enter the OpenSearch username: ")):
print("Error: OpenSearch username is required.")
sys.exit(1)
if not (password := args.password or input("Enter the OpenSearch password: ")):
print("Error: OpenSearch password is required.")
sys.exit(1)
print("Using AWS-managed OpenSearch: ", args.use_aws_managed_opensearch)
print(f"MULTI_TENANT: {MULTI_TENANT}")
with (
OpenSearchIndexClient(
index_name=args.index,
host=host,
port=port,
auth=(username, password),
use_ssl=not args.no_ssl,
verify_certs=not args.no_verify_certs,
)
if args.command == "delete"
else OpenSearchClient(
host=host,
port=port,
auth=(username, password),
use_ssl=not args.no_ssl,
verify_certs=not args.no_verify_certs,
)
) as client:
if not client.ping():
print("Error: Could not connect to OpenSearch.")
sys.exit(1)
if args.command == "list":
list_indices(client)
elif args.command == "delete":
delete_index(client)
if __name__ == "__main__":
main()