Apache Spark supports two main types of deploy modes:
Cluster Mode: In this mode, the Spark driver runs inside the cluster (on a node), managing the Spark application. This mode suits production environments since it allows for more efficient resource management.
Client Mode: In client mode, the driver runs on the machine that initiated the Spark job outside the cluster. This mode is often used during development and debugging when direct access to the Spark application is necessary.