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PYSPARK • LESSON 208

Map Column Creation & Key Extraction

How can we construct a key-value MapType column from discrete parallel array columns?

Advanced3 Minutes870 XP
🤔 THE QUESTION

How can we construct a key-value MapType column from discrete parallel array columns?

💡 WHAT IS IT?

map_from_arrays() pairs keys and values from two array columns into a structured MapType.

🎯 WHAT IS IT USED FOR?

Dynamic property graphs, metadata lookup mappings, and key-value tag storage.

💻 EXAMPLE
df_mapped = df.withColumn("attributes", map_from_arrays(col("attr_keys"), col("attr_values")))

🎯 Mission Objectives

Practice typing production-grade PySpark code for Map Column Creation & Key Extraction.

  • map_from_arrays()
  • MapType construction
  • Key-value indexing in DataFrames