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PYSPARK • LESSON 92

Full Outer Join Reconciliation

How do we reconcile records from two independent accounting ledgers to detect unmatched entries on both sides?

Intermediate2 Minutes440 XP
🤔 THE QUESTION

How do we reconcile records from two independent accounting ledgers to detect unmatched entries on both sides?

💡 WHAT IS IT?

source_a.join(source_b, 'account_id', 'full') retains all rows from both tables, populating nulls where keys do not match.

🎯 WHAT IS IT USED FOR?

Financial ledger reconciliation, master data management audits, and data migration verification.

💻 EXAMPLE
reconciled_df = source_a.join(source_b, "account_id", "full")

🎯 Mission Objectives

Practice typing production-grade PySpark code for Full Outer Join Reconciliation.

  • Execute full outer join
  • Retain all records from both sources
  • Enable comprehensive ledger reconciliation