Skip to main content
PYSPARK • LESSON 14

Print Schema Tree with printSchema()

How do we print a formatted hierarchical tree of DataFrame column names and types?

Beginner2 Minutes155 XP
🤔 THE QUESTION

How do we print a formatted hierarchical tree of DataFrame column names and types?

💡 WHAT IS IT?

printSchema() prints an ASCII tree structure detailing column names, data types, and nullability flags.

🎯 WHAT IS IT USED FOR?

Verifying schema transformations, inspecting nested JSON structs, and visual documentation in notebooks.

💻 EXAMPLE
df.printSchema()

🎯 Mission Objectives

Practice typing production-grade PySpark code for Print Schema Tree with printSchema().

  • Execute printSchema() method
  • Inspect visual schema tree
  • Check nullability constraints