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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
from unittest import mock
import pytest
from azure.search.documents.aio import (
SearchIndexingBufferedSender,
)
from azure.core.credentials import AzureKeyCredential
from azure.core.exceptions import HttpResponseError, ServiceResponseTimeoutError
from azure.search.documents.models import IndexingResult
CREDENTIAL = AzureKeyCredential(key="test_api_key")
class TestSearchBatchingClientAsync:
async def test_search_indexing_buffered_sender_kwargs(self):
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL, window=100) as client:
assert client._batch_action_count == 512
assert client._max_retries_per_action == 3
assert client._auto_flush_interval == 60
assert client._auto_flush
async def test_batch_queue(self):
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL, auto_flush=False) as client:
assert client._index_documents_batch
await client.upload_documents(["upload1"])
await client.delete_documents(["delete1", "delete2"])
await client.merge_documents(["merge1", "merge2", "merge3"])
await client.merge_or_upload_documents(["merge_or_upload1"])
assert len(client.actions) == 7
actions = await client._index_documents_batch.dequeue_actions()
assert len(client.actions) == 0
await client._index_documents_batch.enqueue_actions(actions)
assert len(client.actions) == 7
@mock.patch(
"azure.search.documents.aio._search_indexing_buffered_sender_async.SearchIndexingBufferedSender._process_if_needed"
)
async def test_process_if_needed(self, mock_process_if_needed):
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL) as client:
await client.upload_documents(["upload1"])
await client.delete_documents(["delete1", "delete2"])
assert mock_process_if_needed.called
@mock.patch(
"azure.search.documents.aio._search_indexing_buffered_sender_async.SearchIndexingBufferedSender._cleanup"
)
async def test_context_manager(self, mock_cleanup):
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL, auto_flush=False) as client:
await client.upload_documents(["upload1"])
await client.delete_documents(["delete1", "delete2"])
assert mock_cleanup.called
async def test_flush(self):
DOCUMENT = {
'Category': 'Hotel',
'HotelId': '1000',
'Rating': 4.0,
'Rooms': [],
'HotelName': 'Azure Inn',
}
with mock.patch.object(SearchIndexingBufferedSender, "_index_documents_actions", side_effect=HttpResponseError("Error")):
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL, auto_flush=False) as client:
client._index_key = "HotelId"
await client.upload_documents([DOCUMENT])
await client.flush()
assert len(client.actions) == 0
async def test_callback_new(self):
on_new = mock.AsyncMock()
async with SearchIndexingBufferedSender("endpoint", "index name", CREDENTIAL, auto_flush=False, on_new=on_new) as client:
await client.upload_documents(["upload1"])
assert on_new.called
async def test_callback_error(self):
async def mock_fail_index_documents(actions, timeout=86400):
if len(actions) > 0:
result = IndexingResult()
result.key = actions[0].additional_properties.get('id')
result.status_code = 400
result.succeeded = False
self.uploaded = self.uploaded + len(actions) - 1
return [result]
on_error = mock.AsyncMock()
async with SearchIndexingBufferedSender("endpoint",
"index name",
CREDENTIAL,
auto_flush=False,
on_error=on_error) as client:
client._index_documents_actions = mock_fail_index_documents
client._index_key = "id"
await client.upload_documents({"id": 0})
await client.flush()
assert on_error.called
async def test_callback_error_on_timeout(self):
async def mock_fail_index_documents(actions, timeout=86400):
if len(actions) > 0:
result = IndexingResult()
result.key = actions[0].additional_properties.get('id')
result.status_code = 400
result.succeeded = False
self.uploaded = self.uploaded + len(actions) - 1
time.sleep(1)
return [result]
on_error = mock.AsyncMock()
async with SearchIndexingBufferedSender("endpoint",
"index name",
CREDENTIAL,
auto_flush=False,
on_error=on_error) as client:
client._index_documents_actions = mock_fail_index_documents
client._index_key = "id"
await client.upload_documents([{"id": 0},{"id": 1}])
with pytest.raises(ServiceResponseTimeoutError):
await client.flush(timeout=-1)
assert on_error.call_count == 2
async def test_callback_progress(self):
async def mock_successful_index_documents(actions, timeout=86400):
if len(actions) > 0:
result = IndexingResult()
result.key = actions[0].additional_properties.get('id')
result.status_code = 200
result.succeeded = True
return [result]
on_progress = mock.AsyncMock()
on_remove = mock.AsyncMock()
async with SearchIndexingBufferedSender("endpoint",
"index name",
CREDENTIAL,
auto_flush=False,
on_progress=on_progress,
on_remove=on_remove) as client:
client._index_documents_actions = mock_successful_index_documents
client._index_key = "id"
await client.upload_documents({"id": 0})
await client.flush()
assert on_progress.called
assert on_remove.called
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