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PYSPARK ACADEMY • MODULE 28

Deduplication

Perform exact distinct deduplication, dropDuplicates on business keys, window row_number() latest state selection, and watermarked stream deduplication.

Advanced📚 10 Lessons0 / 8450 XP⏳ In Progress
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CHALLENGE CURRICULUM

Module Lessons

0 / 10 Complete
LESSON 221

🔓 Exact Full-Row Deduplication

3 Mins800 XP Advanced

LESSON 222

🔒 Business Key Deduplication with dropDuplicates()

3 Mins810 XP Advanced

LESSON 223

🔒 Latest Record Deduplication with row_number()

3 Mins820 XP Advanced

LESSON 224

🔒 Highest Priority Deduplication

3 Mins830 XP Advanced

LESSON 225

🔒 Duplicate Identification & Audit Log Extraction

3 Mins840 XP Advanced

LESSON 226

🔒 Handling Late-Arriving Duplicates via Watermarking

3 Mins850 XP Advanced

LESSON 227

🔒 Incremental Deduplication against Existing Target Table

3 Mins860 XP Advanced

LESSON 228

🔒 Tie-Breaking with Compound Window Ordering

3 Mins870 XP Advanced

LESSON 229

🔒 Deduplicating Nested Struct Sub-Records

3 Mins880 XP Advanced

LESSON 230

🔒 Production CDC Deduplication Pipeline

3 Mins890 XP Advanced