Stream Analytics

Azure Stream Analytics is a fully managed real-time stream computation service hosted in Microsoft Azure, which provides highly resilient, low latency, and scalable complex event processing of streaming data. Azure Stream Analytics enables developers to easily combine streams of data with historic records or reference data to derive business insights easily and quickly.

How can we improve Microsoft Azure Stream Analytics?

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  1. Integration with deployed ML.NET models

    Integration with deployed ML.NET models

    It would be very neat and useful if I can deploy my custom ML.NET model to an Azure Function or elsewhere, and directly call it from Azure Stream Analytics. As nice as Azure Machine Learning Service is, it forces me to learn the Python eco-system.

    3 votes
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  2. improve sample data user experience

    Currently i get no feedback when sample data is uploaded or not.
    Also every time i update query, i am asked to upload sample data again which is time consuming activity.

    Even when i sample data from live stream, it still asks me to upload data from file.

    "Ocassionally", when same data is pulled from live stream. I get a notification to download this data. Once this notification disappears, there is no way to get that file again

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  3. Add support for compressed output

    I have historic data imported through spark in avro format to our Gen 1 Data Lake. I am now using ASA to stream the live data.
    Spark defaults to uses snappy to compress avro files where as ASA doesn't compress. This has resulted in a 10 fold increase in storage size and a slow down in access speed. Can you add support for compression of the outputs in ASA?

    3 votes
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  4. Please add function that change time zone of activityLog.

    The JSON in activityLog shows time zone as a UTC.
    But I want to set that time zone as a JST.
    So, please add function that can change time zone of activityLog.

    4 votes
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    0 comments  ·  Advanced Analytics  ·  Flag idea as inappropriate…  ·  Admin →
  5. SQL connection Failure

    When output failed due to SQL server unavailability then SA doesn't have re connection logic to connect back once SQL Server is up.

    1 vote
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  6. Duplicate Outputs

    If i want to insert data to sql table from different query then query editor won't allow to use same output to use in different queries even though destination must be same. It will be duplication of output.

    1 vote
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  7. Support automatic restart with IoT Hub failover

    Azure Stream Analytics fails to received input from IoT Hub after an IoT Hub/Event Hub failover. the user will have to restart the job manually
    after failover. It is difficult for user to restart the job manually due to a midnight failover for a 24x7 ruiining system.
    Please consider automatic restart or restart button of Stream Analytics after IoT Hub failover.

    34 votes
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    0 comments  ·  Advanced Analytics  ·  Flag idea as inappropriate…  ·  Admin →
  8. reference data

    Allow TIMESTAMP BY OVER with reference data

    3 votes
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    1 comment  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  9. Support IoTHub.* in Azure Stream Analytics Tools for Visual Studio

    When authoring a query in the portal, I use the IoTHub object to get at items like IoTHub.EnqueuedTime (discussed here: https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-define-inputs#stream-data-from-iot-hub) These do not work in the ASA tools for Visual Studio.

    When you use stream data from an IoT Hub, you have access to the following metadata fields in your Stream Analytics query:
    Property
    Description
    EventProcessedUtcTime
    The date and time that the event was processed.
    EventEnqueuedUtcTime
    The date and time that the event was received by the IoT Hub.
    PartitionId
    The zero-based partition ID for the input adapter.
    IoTHub.MessageId
    An ID that's used to correlate two-way communication in…

    1 vote
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    1 comment  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  10. Azure Stream Analytics cannot see event hubs in same subscription

    If you want to add Event Hub as stream input of your Azure Stream Analytics, you can't add it through portal even the event hub in the same subscription, the same resource group.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  11. Unable to create SAJ with just one input of type Reference Data. Enabling this feature will let us build real-time dashboards on SQL DB

    Unable to create SAJ with just one input of type Reference Data. Enabling this feature will let us build real-time dashboards based on SQL DB itself.

    1 vote
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    0 comments  ·  Advanced Analytics  ·  Flag idea as inappropriate…  ·  Admin →
  12. 2 votes
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    0 comments  ·  Query Language  ·  Flag idea as inappropriate…  ·  Admin →
  13. Input from Cosmos DB changefeed

    Support direct input from Cosmos DB changefeed.

    0 votes
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  14. Call out to Machine Learning scoring APIs

    Call out to Machine Learning web services deployed on AKS (Azure Kubernetes Services) or other runtimes supported by Azure ML: https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-deploy-and-where

    0 votes
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    0 comments  ·  Advanced Analytics  ·  Flag idea as inappropriate…  ·  Admin →
  15. Output to PostgreSQL

    Native output to Azure Database for PostgreSQL

    3 votes
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  16. Output to ADLS gen 2

    Support for output to ADLS gen 2 in addition to existing inputs.

    22 votes
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    started  ·  1 comment  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  17. Job Diagram - Retain selected chart metrics

    When viewing the historic replay information in the Stream Analytics Job Diagram. It is frustrating that the chart metrics that are displayed are reset every time you change the replay date or time and click submit.

    Expected outcome of this request is:
    When I change the chart to only display the "Output Events" metric and I then change the replay period then then the "Output Events" are still the only metric displayed and the only change is the updated time axis.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
  18. Allow REST Endpoints as reference data input

    Possibility to define REST endpoints as reference data inputs. Including refresh rate settings similar to SQL Database.

    39 votes
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  19. Foresee event grid output for Azure Stream Analytics

    Azure Event Grid really helps in building distributed, event-driven, applications on Azure. Having out of the box support to publish selected events from Azure Stream Analytics to Azure Event Grid would be awesome!

    To achieve this today, I have to call (and deploy + pay) an Azure function that takes the message and call the actual Azure Event Grid API... It would be so much easier to have this out of the box and this would benefit for future out of the box event grid subscribers.

    3 votes
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    0 comments  ·  Inputs and Outputs  ·  Flag idea as inappropriate…  ·  Admin →
  20. Allow specifying columns when using INTO to insert into ta Sql Azure database.

    When using INTO
    you cannot specify which columns to use - everything is in order. This means that any desired change to the database table becomes hard to manage with Stream Analytics.

    1 vote
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