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| <h1>Migration Guides<a class="headerlink" href="#migration-guides" title="Permalink to this headline">ΒΆ</a></h1> |
| <p>This page includes links to guides that will help you migrate to PySpark.</p> |
| <p>If you are upgrading from an older to a newer version of PySpark, refer to |
| the following page for differences between versions:</p> |
| <ul class="simple"> |
| <li><p><a class="reference internal" href="pyspark_upgrade.html"><span class="std std-ref">Upgrading PySpark</span></a></p></li> |
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| <p>If you are migrating code from <a class="reference external" href="https://koalas.readthedocs.io/en/latest">Koalas</a> to PySpark, |
| this guide is for you:</p> |
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| <ul> |
| <li class="toctree-l1"><a class="reference internal" href="koalas_to_pyspark.html">Migrating from Koalas to pandas API on Spark</a></li> |
| </ul> |
| </div> |
| <p>A lot of content in other migration guides can also be helpful when migrating to newer PySpark versions because PySpark internally shares the same components. |
| Please also refer to the following migration guides:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://spark.apache.org/docs/latest/sql-migration-guide.html">Migration Guide: SQL, Datasets and DataFrame</a></p></li> |
| <li><p><a class="reference external" href="https://spark.apache.org/docs/latest/ss-migration-guide.html">Migration Guide: Structured Streaming</a></p></li> |
| <li><p><a class="reference external" href="https://spark.apache.org/docs/latest/ml-migration-guide.html">Migration Guide: MLlib (Machine Learning)</a></p></li> |
| <li><p><a class="reference external" href="https://spark.apache.org/docs/latest/core-migration-guide.html">Migration Guide: Spark Core</a></p></li> |
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