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@ -39,7 +39,7 @@
<tbody align="center"> <tbody align="center">
<tr> <tr>
<td>2.4*</td> <td>2.4*</td>
<td rowspan=3><a href="https://github.com/dotnet/spark/releases/tag/v2.0.0">v2.0.0</a></td> <td rowspan=4><a href="https://github.com/dotnet/spark/releases/tag/v2.1.0">v2.1.0</a></td>
</tr> </tr>
<tr> <tr>
<td>3.0</td> <td>3.0</td>
@ -47,6 +47,9 @@
<tr> <tr>
<td>3.1</td> <td>3.1</td>
</tr> </tr>
<tr>
<td>3.2</td>
</tr>
</tbody> </tbody>
</table> </table>

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<modelVersion>4.0.0</modelVersion> <modelVersion>4.0.0</modelVersion>
<groupId>com.microsoft.spark</groupId> <groupId>com.microsoft.spark</groupId>
<artifactId>microsoft-spark-benchmark</artifactId> <artifactId>microsoft-spark-benchmark</artifactId>
<version>2.0.0</version> <version>2.1.0</version>
<inceptionYear>2019</inceptionYear> <inceptionYear>2019</inceptionYear>
<properties> <properties>
<encoding>UTF-8</encoding> <encoding>UTF-8</encoding>

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@ -0,0 +1,203 @@
# .NET for Apache Spark 2.1.0 Release Notes
### New Features/Improvements
* Support for Spark 3.2.0 and 3.2.1 ([#1010](https://github.com/dotnet/spark/pull/1010))
* Add Spark 3.2.0 Functions APIs ([#1013](https://github.com/dotnet/spark/pull/1013))
* Update `Microsoft.Data.Analysis` version to 0.18.0 ([#977](https://github.com/dotnet/spark/pull/977))
### Bug Fixes
* None
### Infrastructure / Documentation / Etc.
* Remove Ubuntu 1604 agent pool image as it is no longer supported ([#1007](https://github.com/dotnet/spark/pull/1007))
### Breaking Changes
* None
### Known Issues
* Broadcast variables do not work with [dotnet-interactive](https://github.com/dotnet/interactive) ([#561](https://github.com/dotnet/spark/pull/561))
* UDFs defined using class objects with closures does not work with [dotnet-interactive](https://github.com/dotnet/interactive) ([#619](https://github.com/dotnet/spark/pull/619))
* In [dotnet-interactive](https://github.com/dotnet/interactive) blocking Spark methods that require external threads to unblock them does not work. ie `StreamingQuery.AwaitTermination` requires `StreamingQuery.Stop` to unblock ([#736](https://github.com/dotnet/spark/pull/736))
### Compatibility
#### Backward compatibility
The following table describes the oldest version of the worker that the current version is compatible with, along with new features that are incompatible with the worker.
<table>
<thead>
<tr>
<th>Oldest compatible Microsoft.Spark.Worker version</th>
</tr>
</thead>
<tbody align="center">
<tr>
<td>v2.0.0</td>
</tr>
</tbody>
</table>
#### Forward compatibility
The following table describes the oldest version of .NET for Apache Spark release that the current worker is compatible with.
<table>
<thead>
<tr>
<th>Oldest compatible .NET for Apache Spark release version</th>
</tr>
</thead>
<tbody align="center">
<tr>
<td>v2.0.0</td>
</tr>
</tbody>
</table>
### Supported Spark Versions
The following table outlines the supported Spark versions along with the microsoft-spark JAR to use with:
<table>
<thead>
<tr>
<th>Spark Version</th>
<th>microsoft-spark JAR</th>
</tr>
</thead>
<tbody align="center">
<tr>
<td>2.4.0</td>
<td rowspan=7>microsoft-spark-2-4_2.11-2.1.0.jar</td>
</tr>
<tr>
<td>2.4.1</td>
</tr>
<tr>
<td>2.4.3</td>
</tr>
<tr>
<td>2.4.4</td>
</tr>
<tr>
<td>2.4.5</td>
</tr>
<tr>
<td>2.4.6</td>
</tr>
<tr>
<td>2.4.7</td>
</tr>
<tr>
<td>2.4.2</td>
<td><a href="https://github.com/dotnet/spark/issues/60">Not supported</a></td>
</tr>
<tr>
<td>3.0.0</td>
<td rowspan=3>microsoft-spark-3-0_2.12-2.1.0.jar</td>
</tr>
<tr>
<td>3.0.1</td>
</tr>
<tr>
<td>3.0.2</td>
</tr>
<tr>
<td>3.1.1</td>
<td rowspan=2>microsoft-spark-3-1_2.12-2.1.0.jar</td>
</tr>
<tr>
<td>3.1.2</td>
</tr>
<tr>
<td>3.2.0</td>
<td rowspan=2>microsoft-spark-3-2_2.12-2.1.0.jar</td>
</tr>
<tr>
<td>3.2.1</td>
</tr>
</tbody>
</table>
### Supported Delta Versions
The following table outlines the supported Delta versions along with the Microsoft.Spark.Extensions version to use with:
<table>
<thead>
<tr>
<th>Delta Version</th>
<th>Microsoft.Spark.Extensions.Delta</th>
</tr>
</thead>
<tbody align="center">
<tr>
<td>0.1.0</td>
<td rowspan=11>2.1.0</td>
</tr>
<tr>
<td>0.2.0</td>
</tr>
<tr>
<td>0.3.0</td>
</tr>
<tr>
<td>0.4.0</td>
</tr>
<tr>
<td>0.5.0</td>
</tr>
<tr>
<td>0.6.0</td>
</tr>
<tr>
<td>0.6.1</td>
</tr>
<tr>
<td>0.7.0</td>
</tr>
<tr>
<td>0.8.0</td>
</tr>
<tr>
<td>1.0.0</td>
</tr>
<tr>
<td>1.1.0</td>
</tr>
</tbody>
</table>
### Supported Hyperspace Versions
The following table outlines the supported Hyperspace versions along with the Microsoft.Spark.Extensions version to use with:
<table>
<thead>
<tr>
<th>Hyperspace Version</th>
<th>Microsoft.Spark.Extensions.Hyperspace</th>
</tr>
</thead>
<tbody align="center">
<tr>
<td>0.1.0</td>
<td rowspan=4>2.1.0</td>
</tr>
<tr>
<td>0.2.0</td>
</tr>
<tr>
<td>0.3.0</td>
</tr>
<tr>
<td>0.4.0</td>
</tr>
</tbody>
</table>

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<?xml version="1.0" encoding="utf-8"?> <?xml version="1.0" encoding="utf-8"?>
<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
<PropertyGroup> <PropertyGroup>
<VersionPrefix>2.0.0</VersionPrefix> <VersionPrefix>2.1.0</VersionPrefix>
<PreReleaseVersionLabel>prerelease</PreReleaseVersionLabel> <PreReleaseVersionLabel>prerelease</PreReleaseVersionLabel>
</PropertyGroup> </PropertyGroup>
</Project> </Project>

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<version>${microsoft-spark.version}</version> <version>${microsoft-spark.version}</version>
<properties> <properties>
<encoding>UTF-8</encoding> <encoding>UTF-8</encoding>
<microsoft-spark.version>2.0.0</microsoft-spark.version> <microsoft-spark.version>2.1.0</microsoft-spark.version>
</properties> </properties>
<modules> <modules>