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# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import pytest
import time
from azure.core.exceptions import HttpResponseError
from azure.core.credentials import AzureKeyCredential
from azure.search.documents import SearchIndexingBufferedSender, SearchClient
from devtools_testutils import AzureRecordedTestCase, recorded_by_proxy, get_credential
from search_service_preparer import SearchEnvVarPreparer, search_decorator
TIME_TO_SLEEP = 3
class TestSearchIndexingBufferedSender(AzureRecordedTestCase):
@SearchEnvVarPreparer()
@search_decorator(schema="hotel_schema.json", index_batch="hotel_small.json")
@recorded_by_proxy
def test_search_client_index_buffered_sender(self, endpoint, index_name):
client = SearchClient(endpoint, index_name, get_credential(), retry_backoff_factor=60)
batch_client = SearchIndexingBufferedSender(endpoint, index_name, get_credential(), retry_backoff_factor=60)
try:
doc_count = 10
doc_count = self._test_upload_documents_new(client, batch_client, doc_count)
doc_count = self._test_upload_documents_existing(client, batch_client, doc_count)
doc_count = self._test_delete_documents_existing(client, batch_client, doc_count)
doc_count = self._test_delete_documents_missing(client, batch_client, doc_count)
doc_count = self._test_merge_documents_existing(client, batch_client, doc_count)
doc_count = self._test_merge_documents_missing(client, batch_client, doc_count)
doc_count = self._test_merge_or_upload_documents(client, batch_client, doc_count)
finally:
batch_client.close()
def _test_upload_documents_new(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
docs = [
{"hotelId": "1000", "rating": 5, "rooms": [], "hotelName": "Azure Inn"},
{"hotelId": "1001", "rating": 4, "rooms": [], "hotelName": "Redmond Hotel"},
]
batch_client.upload_documents(docs)
doc_count += 2
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
for doc in docs:
result = client.get_document(key=doc["hotelId"])
assert result["hotelId"] == doc["hotelId"]
assert result["hotelName"] == doc["hotelName"]
assert result["rating"] == doc["rating"]
assert result["rooms"] == doc["rooms"]
return doc_count
def _test_upload_documents_existing(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
# add one new and one existing
docs = [
{"hotelId": "1002", "rating": 5, "rooms": [], "hotelName": "Azure Inn"},
{"hotelId": "3", "rating": 4, "rooms": [], "hotelName": "Redmond Hotel"},
]
batch_client.upload_documents(docs)
doc_count += 1
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
return doc_count
def _test_delete_documents_existing(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
docs = [{"hotelId": "3"}, {"hotelId": "4"}]
batch_client.delete_documents(docs)
doc_count -= 2
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
with pytest.raises(HttpResponseError):
client.get_document(key="3")
with pytest.raises(HttpResponseError):
client.get_document(key="4")
return doc_count
def _test_delete_documents_missing(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
# delete one existing and one missing
docs = [{"hotelId": "1003"}, {"hotelId": "2"}]
batch_client.delete_documents(docs)
doc_count -= 1
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
with pytest.raises(HttpResponseError):
client.get_document(key="1003")
with pytest.raises(HttpResponseError):
client.get_document(key="2")
return doc_count
def _test_merge_documents_existing(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
docs = [{"hotelId": "5", "rating": 1}, {"hotelId": "6", "rating": 2}]
batch_client.merge_documents(docs)
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
result = client.get_document(key="5")
assert result["rating"] == 1
result = client.get_document(key="6")
assert result["rating"] == 2
return doc_count
def _test_merge_documents_missing(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
# merge to one existing and one missing document
docs = [{"hotelId": "1003", "rating": 1}, {"hotelId": "1", "rating": 2}]
batch_client.merge_documents(docs)
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
with pytest.raises(HttpResponseError):
client.get_document(key="1003")
result = client.get_document(key="1")
assert result["rating"] == 2
return doc_count
def _test_merge_or_upload_documents(self, client, batch_client, doc_count):
batch_client._batch_action_count = 2
# merge to one existing and one missing
docs = [{"hotelId": "1003", "rating": 1}, {"hotelId": "1", "rating": 2}]
batch_client.merge_or_upload_documents(docs)
doc_count += 1
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == doc_count
result = client.get_document(key="1003")
assert result["rating"] == 1
result = client.get_document(key="1")
assert result["rating"] == 2
return doc_count
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