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#!/usr/bin/env python | ||
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# SPDX-License-Identifier: Apache-2.0 | ||
# | ||
# The OpenSearch Contributors require contributions made to | ||
# this file be licensed under the Apache-2.0 license or a | ||
# compatible open source license. | ||
# | ||
# Modifications Copyright OpenSearch Contributors. See | ||
# GitHub history for details. | ||
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import asyncio | ||
import logging | ||
from os import environ | ||
from time import sleep | ||
from urllib.parse import urlparse | ||
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from boto3 import Session | ||
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from opensearchpy import AsyncHttpConnection, AsyncOpenSearch, AWSV4SignerAsyncAuth | ||
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async def main() -> None: | ||
""" | ||
1. connects to an OpenSearch cluster on AWS defined by environment variables | ||
(i.e. ENDPOINT - cluster endpoint like my-test-domain.us-east-1.es. | ||
amazonaws.com; AWS_REGION like us-east-1, us-west-2; and SERVICE like es which | ||
differentiates between serverless and the managed service. | ||
2. creates an index called "movies" and adds a single document | ||
3. queries for that document | ||
4. deletes the document | ||
5. deletes the index | ||
""" | ||
# verbose logging | ||
logging.basicConfig(format="%(levelname)s:%(message)s", level=logging.INFO) | ||
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url = urlparse(environ["ENDPOINT"]) | ||
region = environ.get("AWS_REGION", "us-east-1") | ||
service = environ.get("SERVICE", "es") | ||
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credentials = Session().get_credentials() | ||
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auth = AWSV4SignerAsyncAuth(credentials, region, service) | ||
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client = AsyncOpenSearch( | ||
hosts=[{"host": url.netloc, "port": url.port or 443}], | ||
http_auth=auth, | ||
use_ssl=True, | ||
verify_certs=True, | ||
connection_class=AsyncHttpConnection, | ||
timeout=30, | ||
) | ||
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# TODO: remove when OpenSearch Serverless adds support for / | ||
if service == "es": | ||
info = await client.info() | ||
print(f"{info['version']['distribution']}: {info['version']['number']}") | ||
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# create an index | ||
index = "movies" | ||
await client.indices.create(index=index) | ||
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try: | ||
# index data | ||
document = {"director": "Bennett Miller", "title": "Moneyball", "year": 2011} | ||
await client.index(index=index, body=document, id="1") | ||
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# wait for the document to index | ||
sleep(1) | ||
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# search for the document | ||
results = await client.search(body={"query": {"match": {"director": "miller"}}}) | ||
for hit in results["hits"]["hits"]: | ||
print(hit["_source"]) | ||
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# delete the document | ||
await client.delete(index=index, id="1") | ||
finally: | ||
# delete the index | ||
await client.indices.delete(index=index) | ||
await client.close() | ||
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if __name__ == "__main__": | ||
loop = asyncio.new_event_loop() | ||
asyncio.set_event_loop(loop) | ||
loop.run_until_complete(main()) | ||
loop.close() |
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