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Merge pull request #102546 from rmca14/fixtypos
Fix typos in two articles
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articles/stream-analytics/debug-locally-using-job-diagram.md

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## Debug a query using job diagram
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An Azure Stream Analytics script is used to transform input data to output data. The job diagram shows how data flows from input sources (Event Hub, IoT Hub, etc) through multiple query steps and, finally, to output sinks. Each query step is mapped to a temporary result set defined in the script using a `WITH` statement. You can view the data as well as metrics of each query step in each intermediate result set to find the source of an issue.
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An Azure Stream Analytics script is used to transform input data to output data. The job diagram shows how data flows from input sources (Event Hub, IoT Hub, etc.) through multiple query steps and, finally, to output sinks. Each query step is mapped to a temporary result set defined in the script using a `WITH` statement. You can view the data as well as metrics of each query step in each intermediate result set to find the source of an issue.
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> [!NOTE]
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> This job diagram only shows the data and metrics for local testing in a single node. It should not be used for performance tuning and troubleshooting.

articles/stream-analytics/stream-analytics-troubleshoot-query.md

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- On Azure portal, on the **Query** tab, select **Test**. Use the downloaded sample data to [test the query](stream-analytics-test-query.md). Examine any errors and attempt to correct them.
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- You can also [test your query locally](stream-analytics-live-data-local-testing.md) using Azure Stream Analytics tools for Visual Studio or [Visual Studio Code](visual-studio-code-local-run-live-input.md).
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2. [Debug queries step by step locally using job diagram](debug-locally-using-job-diagram.md) in Azure Stream Analytics tools for Visual Studio. The job diagram is to show how data flows from input sources (Event Hub, IoT Hub, etc) through multiple query steps and finally output to sinks. Each query step is mapped to a temporary result set defined in the script using WITH statement. You can view the data as well as metrics in each query step in each intermediate result set to find the source of the issue.
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2. [Debug queries step by step locally using job diagram](debug-locally-using-job-diagram.md) in Azure Stream Analytics tools for Visual Studio. The job diagram is to show how data flows from input sources (Event Hub, IoT Hub, etc.) through multiple query steps and finally output to sinks. Each query step is mapped to a temporary result set defined in the script using WITH statement. You can view the data as well as metrics in each query step in each intermediate result set to find the source of the issue.
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![Job diagram preview result](./media/debug-locally-using-job-diagram/preview-result.png)
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3. If you use [**Timestamp By**](https://docs.microsoft.com/stream-analytics-query/timestamp-by-azure-stream-analytics), verify that the events have timestamps greater than the [job start time](stream-analytics-out-of-order-and-late-events.md).

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