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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
from azure.core import MatchConditions
from azure.core.exceptions import HttpResponseError
from azure.search.documents.indexes.models import (
AnalyzeTextOptions,
CorsOptions,
SearchIndex,
ScoringProfile,
SimpleField,
SearchFieldDataType,
)
from azure.search.documents.indexes import SearchIndexClient
from devtools_testutils import AzureRecordedTestCase, recorded_by_proxy, get_credential
from search_service_preparer import SearchEnvVarPreparer, search_decorator
class TestSearchIndexClient(AzureRecordedTestCase):
@SearchEnvVarPreparer()
@search_decorator(schema=None, index_batch=None)
@recorded_by_proxy
def test_search_index_client(self, endpoint, index_name):
client = SearchIndexClient(endpoint, get_credential(), retry_backoff_factor=60)
index_name = "hotels"
self._test_get_service_statistics(client)
self._test_list_indexes_empty(client)
self._test_create_index(client, index_name)
self._test_list_indexes(client, index_name)
self._test_get_index(client, index_name)
self._test_get_index_statistics(client, index_name)
self._test_delete_indexes_if_unchanged(client)
self._test_create_or_update_index(client)
self._test_create_or_update_indexes_if_unchanged(client)
self._test_analyze_text(client, index_name)
self._test_delete_indexes(client)
def _test_get_service_statistics(self, client):
result = client.get_service_statistics()
assert isinstance(result, dict)
assert set(result.keys()) == {"counters", "limits"}
def _test_list_indexes_empty(self, client):
result = client.list_indexes()
with pytest.raises(StopIteration):
next(result)
def _test_list_indexes(self, client, index_name):
result = client.list_indexes()
first = next(result)
assert first.name == index_name
with pytest.raises(StopIteration):
next(result)
def _test_get_index(self, client, index_name):
result = client.get_index(index_name)
assert result.name == index_name
def _test_get_index_statistics(self, client, index_name):
result = client.get_index_statistics(index_name)
keys = set(result.keys())
assert "document_count" in keys
assert "storage_size" in keys
assert "vector_index_size" in keys
def _test_create_index(self, client, index_name):
fields = [
SimpleField(name="hotelId", type=SearchFieldDataType.String, key=True),
SimpleField(name="baseRate", type=SearchFieldDataType.Double),
]
scoring_profile = ScoringProfile(name="MyProfile")
scoring_profiles = []
scoring_profiles.append(scoring_profile)
cors_options = CorsOptions(allowed_origins=["*"], max_age_in_seconds=60)
index = SearchIndex(
name=index_name,
fields=fields,
scoring_profiles=scoring_profiles,
cors_options=cors_options,
)
result = client.create_index(index)
assert result.name == index_name
assert result.scoring_profiles[0].name == scoring_profile.name
assert result.cors_options.allowed_origins == cors_options.allowed_origins
assert result.cors_options.max_age_in_seconds == cors_options.max_age_in_seconds
def _test_create_or_update_index(self, client):
name = "hotels-cou"
fields = [
SimpleField(name="hotelId", type=SearchFieldDataType.String, key=True),
SimpleField(name="baseRate", type=SearchFieldDataType.Double),
]
cors_options = CorsOptions(allowed_origins=["*"], max_age_in_seconds=60)
scoring_profiles = []
index = SearchIndex(
name=name,
fields=fields,
scoring_profiles=scoring_profiles,
cors_options=cors_options,
)
result = client.create_or_update_index(index=index)
assert len(result.scoring_profiles) == 0
assert result.cors_options.allowed_origins == cors_options.allowed_origins
assert result.cors_options.max_age_in_seconds == cors_options.max_age_in_seconds
scoring_profile = ScoringProfile(name="MyProfile")
scoring_profiles = []
scoring_profiles.append(scoring_profile)
index = SearchIndex(
name=name,
fields=fields,
scoring_profiles=scoring_profiles,
cors_options=cors_options,
)
result = client.create_or_update_index(index=index)
assert result.scoring_profiles[0].name == scoring_profile.name
assert result.cors_options.allowed_origins == cors_options.allowed_origins
assert result.cors_options.max_age_in_seconds == cors_options.max_age_in_seconds
def _test_create_or_update_indexes_if_unchanged(self, client):
# First create an index
name = "hotels-coa-unchanged"
fields = [
{"name": "hotelId", "type": "Edm.String", "key": True, "searchable": False},
{"name": "baseRate", "type": "Edm.Double"},
]
scoring_profile = ScoringProfile(name="MyProfile")
scoring_profiles = []
scoring_profiles.append(scoring_profile)
cors_options = CorsOptions(allowed_origins=["*"], max_age_in_seconds=60)
index = SearchIndex(
name=name,
fields=fields,
scoring_profiles=scoring_profiles,
cors_options=cors_options,
)
result = client.create_index(index)
etag = result.e_tag
# get e tag and update
index.scoring_profiles = []
client.create_or_update_index(index)
index.e_tag = etag
with pytest.raises(HttpResponseError):
client.create_or_update_index(index, match_condition=MatchConditions.IfNotModified)
def _test_analyze_text(self, client, index_name):
analyze_request = AnalyzeTextOptions(text="One's <two/>", analyzer_name="standard.lucene")
result = client.analyze_text(index_name, analyze_request)
assert len(result.tokens) == 2
def _test_delete_indexes_if_unchanged(self, client):
# First create an index
name = "hotels-del-unchanged"
fields = [
{"name": "hotelId", "type": "Edm.String", "key": True, "searchable": False},
{"name": "baseRate", "type": "Edm.Double"},
]
scoring_profile = ScoringProfile(name="MyProfile")
scoring_profiles = []
scoring_profiles.append(scoring_profile)
cors_options = CorsOptions(allowed_origins=["*"], max_age_in_seconds=60)
index = SearchIndex(
name=name,
fields=fields,
scoring_profiles=scoring_profiles,
cors_options=cors_options,
)
result = client.create_index(index)
etag = result.e_tag
# get e tag and update
index.scoring_profiles = []
client.create_or_update_index(index)
index.e_tag = etag
with pytest.raises(HttpResponseError):
client.delete_index(index, match_condition=MatchConditions.IfNotModified)
def _test_delete_indexes(self, client):
for index in client.list_indexes():
client.delete_index(index)
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