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[SPARK-32783][DOCS][PYTHON] Development - Testing PySpark #29634
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| contributing | ||
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| testing | ||
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| .. Licensed to the Apache Software Foundation (ASF) under one | ||
| or more contributor license agreements. See the NOTICE file | ||
| distributed with this work for additional information | ||
| regarding copyright ownership. The ASF licenses this file | ||
| to you under the Apache License, Version 2.0 (the | ||
| "License"); you may not use this file except in compliance | ||
| with the License. You may obtain a copy of the License at | ||
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| .. http://www.apache.org/licenses/LICENSE-2.0 | ||
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| .. Unless required by applicable law or agreed to in writing, | ||
| software distributed under the License is distributed on an | ||
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
| KIND, either express or implied. See the License for the | ||
| specific language governing permissions and limitations | ||
| under the License. | ||
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| =============== | ||
| Testing PySpark | ||
| =============== | ||
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| In order to run PySpark tests, you should build Spark itself first via Maven or SBT. For example, | ||
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| .. code-block:: bash | ||
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| build/mvn -DskipTests clean package | ||
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| After that, the PySpark test cases can be run via using ``python/run-tests``. For example, | ||
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| .. code-block:: bash | ||
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| python/run-tests --python-executable=python3 | ||
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| Note that you may set ``OBJC_DISABLE_INITIALIZE_FORK_SAFETY`` environment variable to ``YES`` if you are running tests on Mac OS. | ||
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| Please see the guidance on how to `build Spark <https://github.com/apache/spark#building-spark>`_, | ||
| `run tests for a module, or individual tests <https://spark.apache.org/developer-tools.html>`_. | ||
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| Running Individual PySpark Tests | ||
| -------------------------------- | ||
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| You can run a specific test via using ``python/run-tests``, for example, as below: | ||
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| .. code-block:: bash | ||
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| python/run-tests --testnames pyspark.sql.tests.test_arrow | ||
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| Please refer to `Testing PySpark <https://spark.apache.org/developer-tools.html>`_ for more details. | ||
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| Running tests using GitHub Actions | ||
| ---------------------------------- | ||
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| You can run the full PySpark tests by using GitHub Actions in your own forked GitHub | ||
| repositry with a few clicks. Please refer to | ||
| `Running tests in your forked repository using GitHub Actions <https://spark.apache.org/developer-tools.html>`_ for more details. | ||
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