2023-11-21 13:04:39 -05:00
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#!/usr/bin/env python
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# SPDX-License-Identifier: Apache-2.0
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#
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# The OpenSearch Contributors require contributions made to
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# this file be licensed under the Apache-2.0 license or a
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# compatible open source license.
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#
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# Modifications Copyright OpenSearch Contributors. See
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# GitHub history for details.
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from opensearchpy import OpenSearch
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def main() -> None:
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2023-12-22 15:32:48 -05:00
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"""
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demonstrates how to index a document using a dict
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"""
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2023-11-21 13:04:39 -05:00
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# connect to OpenSearch
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host = "localhost"
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port = 9200
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auth = ("admin", "admin") # For testing only. Don't store credentials in code.
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client = OpenSearch(
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hosts=[{"host": host, "port": port}],
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http_auth=auth,
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use_ssl=True,
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verify_certs=False,
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ssl_show_warn=False,
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)
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info = client.http.get("/")
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print(f"Welcome to {info['version']['distribution']} {info['version']['number']}!")
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# create an index
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index_name = "movies"
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index_body = {"settings": {"index": {"number_of_shards": 4}}}
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print(client.http.put(f"/{index_name}", body=index_body))
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# add a document to the index
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document = {"title": "Moneyball", "director": "Bennett Miller", "year": "2011"}
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doc_id = "1"
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2024-01-19 13:36:05 -05:00
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print(client.http.put(f"/{index_name}/_doc/{doc_id}?refresh=true", body=document))
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# search for a document
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user_query = "miller"
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query = {
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"size": 5,
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"query": {
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"multi_match": {"query": user_query, "fields": ["title^2", "director"]}
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},
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}
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print(client.http.post(f"/{index_name}/_search", body=query))
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# delete the document
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print(client.http.delete(f"/{index_name}/_doc/{doc_id}"))
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# delete the index
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print(client.http.delete(f"/{index_name}"))
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if __name__ == "__main__":
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main()
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