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| <div class="section" id="testing-pyspark"> |
| <h1>Testing PySpark<a class="headerlink" href="#testing-pyspark" title="Permalink to this headline">¶</a></h1> |
| <p>In order to run PySpark tests, you should build Spark itself first via Maven or SBT. For example,</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>build/mvn<span class="w"> </span>-DskipTests<span class="w"> </span>clean<span class="w"> </span>package |
| </pre></div> |
| </div> |
| <p>After that, the PySpark test cases can be run via using <code class="docutils literal notranslate"><span class="pre">python/run-tests</span></code>. For example,</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python/run-tests<span class="w"> </span>--python-executable<span class="o">=</span>python3 |
| </pre></div> |
| </div> |
| <p>Note that you may set <code class="docutils literal notranslate"><span class="pre">OBJC_DISABLE_INITIALIZE_FORK_SAFETY</span></code> environment variable to <code class="docutils literal notranslate"><span class="pre">YES</span></code> if you are running tests on Mac OS.</p> |
| <p>Please see the guidance on how to <a class="reference external" href="https://github.com/apache/spark#building-spark">build Spark</a>, |
| <a class="reference external" href="https://spark.apache.org/developer-tools.html">run tests for a module, or individual tests</a>.</p> |
| <div class="section" id="running-individual-pyspark-tests"> |
| <h2>Running Individual PySpark Tests<a class="headerlink" href="#running-individual-pyspark-tests" title="Permalink to this headline">¶</a></h2> |
| <p>You can run a specific test via using <code class="docutils literal notranslate"><span class="pre">python/run-tests</span></code>, for example, as below:</p> |
| <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python/run-tests<span class="w"> </span>--testnames<span class="w"> </span>pyspark.sql.tests.test_arrow |
| </pre></div> |
| </div> |
| <p>Please refer to <a class="reference external" href="https://spark.apache.org/developer-tools.html">Testing PySpark</a> for more details.</p> |
| </div> |
| <div class="section" id="running-tests-using-github-actions"> |
| <h2>Running tests using GitHub Actions<a class="headerlink" href="#running-tests-using-github-actions" title="Permalink to this headline">¶</a></h2> |
| <p>You can run the full PySpark tests by using GitHub Actions in your own forked GitHub |
| repository with a few clicks. Please refer to |
| <a class="reference external" href="https://spark.apache.org/developer-tools.html">Running tests in your forked repository using GitHub Actions</a> for more details.</p> |
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