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Analytics on Azure Blog

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Test your Azure Stream Analytics query in 3 ways

Microsoft

Sep 10, 2020

Azure Stream Analytics service makes it easy to ingest, process, and analyze streaming data from an events source (Event Hub/IoT Hub/Blob Storage), enabling powerful insights to drive real-time actions. But before you publish your Stream Analytics query to cloud to run 24x7, do you know you can test your query 3 different ways?

Benefits of testing the query

Here are the key benefits of testing your query:

Development productivity: Fast iteration to test and fix the query in a single box environment
Test before deploying: You can test the query logic with live data or local data without deploying to the cloud
Query behavior consistency: For live input, the queries will output the same results
Fast results: You can view query results in < 4seconds
Free: Test your query for free

Here are 3 ways you can test your query

	1. Azure Portal	2. VS Code	3. Visual Studio
Platform type	Web client	Editor	IDE
Query execution	Test runs in the cloud without charge	Test runs on your machine	Test runs on your machine
Test scenario 1 Local data (JSON/CSV) You can test your Stream Analytics query by using a local file.	Yes	Yes	Yes
Test scenario 2 Sample data You can test your Stream Analytics query against snapshot/sample of live stream input.	Yes (Event Hub, IoT Hub, Blob Storage) SQL reference data supported	No	No
Test scenario 3 Live data You can test your Stream Analytics query against live stream input.	No	Yes (Event Hub, IoT Hub, Blob Storage) Blob/SQL reference data supported	Yes (Event Hub, IoT Hub, Blob Storage) Blob/SQL reference data supported
Job diagram availability while testing the query	No	Yes You can view the data & metrics of each query step in each intermediate result set to find the source of an issue.	Yes You can view the data & metrics of each query step in each intermediate result set to find the source of an issue.
Documentation	Local data Sample data Job diagram	Local data Live data Job diagram	Local data Live data Job diagram
Limitations	No support for Event ordering in testing. C# UDFs and deserializers not supported. Local input size <2 MB for testing. Queries with <1 min execution time are supported for testing.	Support for Event ordering. C# UDFs and deserializers support expected by end of year.	Support for Event ordering C# UDFs and deserializers are supported.

1. Azure Portal

Test your query in Azure portal by using a local file or sample of live data

2. VS Code

Test your query in VS Code by using a local file or live data

Use Job Diagram to see intermediate results

3. Visual Studio

Test your query in VS Code by using a local file or live data

Query testing should only be used for functional testing purposes. It does not replace the performance and scalability tests you would perform in the cloud. This testing feature should not be used for production purposes since running in a local environment doesn’t guarantee any service SLA.

Feedback and engagement

Engage with us and get early glimpses of new features by following us on Twitter at @AzureStreaming.

The Azure Stream Analytics team is highly committed to listening to your feedback and letting the user's voice influence our future investments. We welcome you to join the conversation and make your voice heard via our UserVoice page

Updated Sep 10, 2020

Version 3.0

azure stream analytics

ajeta21

Microsoft

Joined November 04, 2019

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