Unverified50% confidenceFactExact time
Checkpoint is the core of Structured Streaming's fault-tolerance mechanism; during each micro-batch execution, Spark persists the operator's state snapshot and execution progress to external storage (typically HDFS or object storage).
1
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50%
Confidence
Long-term
Relevance
9/14/2026
First Seen
Sources
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