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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
from azure.core.credentials import AzureKeyCredential
from azure.ai.personalizer import PersonalizerClient, PersonalizerAdministrationClient
from devtools_testutils import EnvironmentVariableLoader
import functools
import time
PersonalizerPreparer = functools.partial(
EnvironmentVariableLoader,
"personalizer",
personalizer_endpoint_single_slot="https://REDACTED.cognitiveservices.azure.com",
personalizer_api_key_single_slot="REDACTED",
personalizer_endpoint_multi_slot="https://REDACTED.cognitiveservices.azure.com",
personalizer_api_key_multi_slot="REDACTED",
personalizer_preset_endpoint_single_slot="https://REDACTED.cognitiveservices.azure.com",
personalizer_preset_api_key_single_slot="REDACTED",
)
def create_personalizer_client(personalizer_endpoint, personalizer_api_key):
credential = AzureKeyCredential(personalizer_api_key)
client = PersonalizerClient(personalizer_endpoint, credential=credential)
return client
def create_personalizer_admin_client(personalizer_endpoint, personalizer_api_key):
credential = AzureKeyCredential(personalizer_api_key)
client = PersonalizerAdministrationClient(personalizer_endpoint, credential=credential)
return client
def enable_multi_slot(personalizer_endpoint, personalizer_api_key, is_live):
client = create_personalizer_admin_client(personalizer_endpoint, personalizer_api_key)
policy = client.get_policy()
if policy["arguments"].__contains__("--ccb_explore_adf"):
return
configuration = client.get_service_configuration()
if configuration.get("isAutoOptimizationEnabled"):
configuration["isAutoOptimizationEnabled"] = False
client.update_service_configuration(configuration)
if is_live:
time.sleep(30)
multi_slot_policy = {
"name": "enable multi slot",
"arguments": policy["arguments"].replace("--cb_explore_adf", "--ccb_explore_adf"),
}
client.update_policy(multi_slot_policy)
if is_live:
time.sleep(30)
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