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| <h1>Apache SystemDS<sup id="trademark">™</sup> Downloads</h1> |
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| <h2>Downloads SystemDS</h2> |
| <p>Apache SystemDS is released as a source artifact. Binary artifacts (including the ones available in Maven) are |
| made available for your convenience. You will be prompted for a mirror Apache SystemDS is distributed under the |
| <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache License, version 2.0</a>. </p> |
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| <h2>Download SystemDS 3.1.0 for Apache Spark 3.x and above</h2> |
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| <table class="table table-hover"> |
| <tr> |
| <th><b>Name</b></th> |
| <th><b>SHA512</b></th> |
| <th><b>Signature</b></th> |
| </tr> |
| <tr> |
| <td><a |
| href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-bin.tgz" |
| target="_blank"> systemds-3.1.0 (Binary |
| tgz)</a></td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.tgz.sha512">SHA512</a> |
| </td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.tgz.asc">ASC</a> |
| </td> |
| </tr> |
| <tr> |
| <td><a |
| href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-bin.zip" |
| target="_blank">systemds-3.1.0 (Binary |
| zip)</a></td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.zip.sha512">SHA512</a> |
| </td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-bin.zip.asc">ASC</a> |
| </td> |
| </tr> |
| <tr> |
| <td><a |
| href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-src.tgz" |
| target="_blank">systemds-3.1.0 (Source |
| tgz)</a></td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.tgz.sha512">SHA512</a> |
| </td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.tgz.asc">ASC</a> |
| </td> |
| </tr> |
| <tr> |
| <td><a |
| href="https://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-src.zip" |
| target="_blank">systemds-3.1.0 (Source |
| zip)</a></td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.zip.sha512">SHA512</a> |
| </td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-src.zip.asc">ASC</a> |
| </td> |
| </tr> |
| <!-- <tr> |
| <td><a |
| href="http://www.apache.org/dyn/closer.lua/systemds/3.1.0/systemds-3.1.0-python.tgz" |
| target="_blank">systemds-3.1.0 (Python |
| package .tgz)</a></td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-python.tgz.sha512">SHA512</a> |
| </td> |
| <td><a |
| href="https://www.apache.org/dist/systemds/3.1.0/systemds-3.1.0-python.tgz.asc">ASC</a> |
| </td> |
| </tr> --> |
| |
| <tr> |
| <td><a href="release-notes/systemds-release-notes-3.1.0.html">Release |
| Notes</a></td> |
| <td></td> |
| <td></td> |
| </tr> |
| </table> |
| |
| <p>Instructions for checking hashes and signatures is described on the <a |
| href="https://www.apache.org/info/verification.html" target="_blank">Verifying Apache Software Foundation |
| Releases</a> page. |
| These <a href="https://www.apache.org/dist/systemds/KEYS" target="_blank">KEYS</a> can be used to <a |
| href="https://www.apache.org/dyn/closer.cgi#verify" target="_blank">verify</a> the integrity of the |
| downloaded artifact using PGP signature (.asc). |
| </p> |
| |
| <h3>Using Maven</h3> |
| |
| <p>We strongly encourage our users to configure a Maven repository mirror closer to their location. <br> |
| Please read <a href="https://maven.apache.org/guides/mini/guide-mirror-settings.html" target="_blank">How to |
| Use Mirrors for Repositories</a>. |
| |
| <h4>Dependencies</h4> |
| |
| <p>Add the following dependencies to your Maven pom.xml.</p> |
| |
| <pre><dependency> |
| <groupId>org.apache.systemds</groupId> |
| <artifactId>systemds</artifactId> |
| <version>3.1.0</version> |
| </dependency></pre> |
| |
| <h3>Previous Releases</h3> |
| <p>Previous releases of Apache SystemML can be obtained from <a href="https://archive.apache.org/dist/systemds/" |
| target="_blank">archives</a>. Previous incubator releases can be obtained from <a |
| href="https://archive.apache.org/dist/incubator/systemds/" target="_blank">incubator archives</a>. For Spark |
| 1.6 support, please use Apache SystemML 0.12.</p> |
| </div> |
| </div> |
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| <div class="col col-12 content-group content-group--medium-bottom-margin"> |
| <h2>Build from Source</h2> |
| <p>If you want the latest in development version you can follow the build from source guide.</p> |
| |
| <a class="button button-primary" href="https://apache.github.io/systemds/site/install">Install SystemDS</a> |
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