PYSPARK ACADEMY • MODULE 23Structured Streaming
Ingest continuous data streams with readStream, manage output modes, configure fault-tolerant checkpointing, and execute watermarked aggregations.
Production📚 8 Lessons⭐ 0 / 9630 XP⏳ In Progress
0 / 8 Lessons Completed (0%) LESSON 177🔓 Initializing Ingestion with readStream
⏱ 2 Mins • ⭐ 1100 XP • Production
LESSON 178🔒 Starting Streaming Queries with writeStream
⏱ 2 Mins • ⭐ 1120 XP • Production
LESSON 179🔒 Managing Append, Update & Complete Output Modes
⏱ 2 Mins • ⭐ 1150 XP • Production
LESSON 180🔒 Fault-Tolerant Checkpointing with checkpointLocation
⏱ 2 Mins • ⭐ 1180 XP • Production
LESSON 181🔒 Controlling Micro-Batch Timing with trigger()
⏱ 2 Mins • ⭐ 1200 XP • Production
LESSON 182🔒 Watermarking & Stateful Streaming Aggregations
⏱ 3 Mins • ⭐ 1250 XP • Production
LESSON 183🔒 Stream-Static Joins for Real-Time Enrichment
⏱ 2 Mins • ⭐ 1280 XP • Production
LESSON 184🔒 Production Real-Time Critical Event Alerting Pipeline
⏱ 3 Mins • ⭐ 1350 XP • Production