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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 json
from os.path import dirname, join, realpath
import time
import pytest
from devtools_testutils import AzureMgmtTestCase, ResourceGroupPreparer
from azure_devtools.scenario_tests import ReplayableTest
from search_service_preparer import SearchServicePreparer
CWD = dirname(realpath(__file__))
SCHEMA = open(join(CWD, "hotel_schema.json")).read()
try:
BATCH = json.load(open(join(CWD, "hotel_small.json")))
except UnicodeDecodeError:
BATCH = json.load(open(join(CWD, "hotel_small.json"), encoding='utf-8'))
from azure.core.exceptions import HttpResponseError
from azure.core.credentials import AzureKeyCredential
from azure.search.documents import SearchIndexingBufferedSender, SearchClient
TIME_TO_SLEEP = 3
class SearchIndexingBufferedSenderTest(AzureMgmtTestCase):
FILTER_HEADERS = ReplayableTest.FILTER_HEADERS + ['api-key']
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_upload_documents_new(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
DOCUMENTS = [
{"hotelId": "1000", "rating": 5, "rooms": [], "hotelName": "Azure Inn"},
{"hotelId": "1001", "rating": 4, "rooms": [], "hotelName": "Redmond Hotel"},
]
batch_client.upload_documents(DOCUMENTS)
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 12
for doc in DOCUMENTS:
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"]
batch_client.close()
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_upload_documents_existing(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
DOCUMENTS = [
{"hotelId": "1000", "rating": 5, "rooms": [], "hotelName": "Azure Inn"},
{"hotelId": "3", "rating": 4, "rooms": [], "hotelName": "Redmond Hotel"},
]
batch_client.upload_documents(DOCUMENTS)
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 11
batch_client.close()
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_delete_documents_existing(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
batch_client.delete_documents([{"hotelId": "3"}, {"hotelId": "4"}])
batch_client.close()
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 8
with pytest.raises(HttpResponseError):
client.get_document(key="3")
with pytest.raises(HttpResponseError):
client.get_document(key="4")
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_delete_documents_missing(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
batch_client.delete_documents([{"hotelId": "1000"}, {"hotelId": "4"}])
batch_client.close()
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 9
with pytest.raises(HttpResponseError):
client.get_document(key="1000")
with pytest.raises(HttpResponseError):
client.get_document(key="4")
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_merge_documents_existing(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
batch_client.merge_documents(
[{"hotelId": "3", "rating": 1}, {"hotelId": "4", "rating": 2}]
)
batch_client.close()
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 10
result = client.get_document(key="3")
assert result["rating"] == 1
result = client.get_document(key="4")
assert result["rating"] == 2
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_merge_documents_missing(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
batch_client.merge_documents(
[{"hotelId": "1000", "rating": 1}, {"hotelId": "4", "rating": 2}]
)
batch_client.close()
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 10
with pytest.raises(HttpResponseError):
client.get_document(key="1000")
result = client.get_document(key="4")
assert result["rating"] == 2
@ResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_merge_or_upload_documents(self, api_key, endpoint, index_name, **kwargs):
client = SearchClient(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client = SearchIndexingBufferedSender(
endpoint, index_name, AzureKeyCredential(api_key)
)
batch_client._batch_action_count = 2
batch_client.merge_or_upload_documents(
[{"hotelId": "1000", "rating": 1}, {"hotelId": "4", "rating": 2}]
)
batch_client.close()
# There can be some lag before a document is searchable
if self.is_live:
time.sleep(TIME_TO_SLEEP)
assert client.get_document_count() == 11
result = client.get_document(key="1000")
assert result["rating"] == 1
result = client.get_document(key="4")
assert result["rating"] == 2
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