Execution Modes

Choose the right adapter for your use case.

Overview

graph LR
    A[Data] --> B{Size?}
    B -->|Fits in memory| C{Real-time?}
    B -->|Too large| D[Streaming]
    C -->|No| E[Batch]
    C -->|Yes| F[Online]

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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