Create SparkSession

How do we initialize a named Spark application using the builder pattern?

Beginner⏱ 2 Minutes⭐ 120 XP

🤔 THE QUESTION

How do we initialize a named Spark application using the builder pattern?

💡 WHAT IS IT?

The builder pattern creates a new SparkSession or retrieves an existing active session on the cluster.

🎯 WHAT IS IT USED FOR?

Assigning application names for cluster monitoring, UI tracking, and resource allocation in production pipelines.

💻 EXAMPLE

spark = SparkSession.builder \
    .appName("DataCraftPipeline") \
    .getOrCreate()

Practice typing production-grade PySpark code for Create SparkSession.