Execution Modes

Choose the right adapter for your use case.

Overview

Choose the first row below whose condition applies:

Condition	Adapter
Data too large to fit in memory	Streaming
Fits in memory, need real-time/incremental updates	Online
Fits in memory, no real-time requirement	Batch

Mode	Use Case	Memory	Features
Batch	Complete datasets	Full	All features
Streaming	Large files (>100K)	Chunked	Residuals, robustness
Online	Real-time sensors	Fixed window	Incremental updates

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