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Update spark-dotnet.md
Fixing indentation (lines 29-47), adding alt text (line 29), lowercasing "console application" (line 32), capitalizing product name (line 31), adding period to end of sentence (line 111)
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articles/synapse-analytics/spark/spark-dotnet.md

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@@ -25,10 +25,12 @@ Visit the tutorial to learn how to use Azure Synapse Analytics to [create Apache
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1. Configure your `dotnet` application dependencies for compatibility with Synapse Spark.
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The required .NET Spark version will be noted in the Synapse Studio interface under your Apache Spark Pool configuration, under the Manage toolbox.
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![image](./media/apache-spark-job-definitions/net-spark-workspace-compatibility.png)
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![Screenshot that shows properties, including the .NET Spark version.](./media/apache-spark-job-definitions/net-spark-workspace-compatibility.png)
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Create your project as a .NET Console Application that outputs an ubuntu x86 executable.
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Create your project as a .NET console application that outputs an Ubuntu x86 executable.
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```
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<Project Sdk="Microsoft.NET.Sdk">
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@@ -106,7 +108,7 @@ The following features are available when you use .NET for Apache Spark in the A
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## Troubleshooting
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### `DotNetRunner: null` / `Futures timeout` in Synapse Spark Job Definition Run
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Synapse Spark Job Definitions on Spark Pools using Spark 2.4 require `Microsoft.Spark` 1.0.0. Clear your `bin` and `obj` directories, and publish the project using 1.0.0
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Synapse Spark Job Definitions on Spark Pools using Spark 2.4 require `Microsoft.Spark` 1.0.0. Clear your `bin` and `obj` directories, and publish the project using 1.0.0.
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### OutOfMemoryError: java heap space at org.apache.spark...
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Dotnet Spark 1.0.0 uses a different debug architecture than 1.1.1+. You will have to use 1.0.0 for your published version and 1.1.1+ for local debugging.
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