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We're almost there! Let's get to the **running and verifying the Apache Spark Installation** part. This is where we ensure that Spark is up and running correctly on your Linux system. There are foothills god of war a few ways to verify your Spark installation. The easiest way is to use the Spark shell. Navigate to the `$SPARK_HOME` directory. You can start the Spark shell by running the following command:
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* **Keep Records**: Save all receipts, contracts, and any communication with the business. This documentation is crucial if you need to file a complaint.
