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PYSPARK • LESSON 89

Inner Join Operations

How do we combine orders with customer records keeping only rows present in both datasets?

Intermediate2 Minutes410 XP
🤔 THE QUESTION

How do we combine orders with customer records keeping only rows present in both datasets?

💡 WHAT IS IT?

orders.join(customers, 'customer_id', 'inner') retains records matching on the shared customer_id key in both tables.

🎯 WHAT IS IT USED FOR?

Connecting transactional records with active entity profiles across relational data models.

💻 EXAMPLE
joined_df = orders.join(customers, "customer_id", "inner")

🎯 Mission Objectives

Practice typing production-grade PySpark code for Inner Join Operations.

  • Execute inner join on common key
  • Merge order and customer records
  • Produce unified relational dataset