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# coding=utf-8
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# Code generated by Microsoft (R) AutoRest Code Generator.
# Changes may cause incorrect behavior and will be lost if the code is regenerated.
# --------------------------------------------------------------------------
from azure.identity import DefaultAzureCredential
from azure.mgmt.streamanalytics import StreamAnalyticsManagementClient
"""
# PREREQUISITES
pip install azure-identity
pip install azure-mgmt-streamanalytics
# USAGE
python function_create_azure_ml_service.py
Before run the sample, please set the values of the client ID, tenant ID and client secret
of the AAD application as environment variables: AZURE_CLIENT_ID, AZURE_TENANT_ID,
AZURE_CLIENT_SECRET. For more info about how to get the value, please see:
https://docs.microsoft.com/azure/active-directory/develop/howto-create-service-principal-portal
"""
def main():
client = StreamAnalyticsManagementClient(
credential=DefaultAzureCredential(),
subscription_id="56b5e0a9-b645-407d-99b0-c64f86013e3d",
)
response = client.functions.create_or_replace(
resource_group_name="sjrg",
job_name="sjName",
function_name="function588",
function={
"properties": {
"properties": {
"binding": {
"properties": {
"apiKey": "someApiKey==",
"batchSize": 1000,
"endpoint": "someAzureMLEndpointURL",
"inputRequestName": "Inputs",
"inputs": [{"dataType": "array", "mapTo": 0, "name": "data"}],
"numberOfParallelRequests": 1,
"outputResponseName": "Results",
"outputs": [{"dataType": "string", "name": "Sentiment"}],
},
"type": "Microsoft.MachineLearningServices",
},
"inputs": [{"dataType": "nvarchar(max)"}],
"output": {"dataType": "nvarchar(max)"},
},
"type": "Scalar",
}
},
)
print(response)
# x-ms-original-file: specification/streamanalytics/resource-manager/Microsoft.StreamAnalytics/preview/2021-10-01-preview/examples/Function_Create_AzureMLService.json
if __name__ == "__main__":
main()
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