====SampleStream==== **SampleStream** is a small Python library used to extract data from ARDI for time-series analysis. It's particularly useful for... * AI applications where you need to work on time-series data, \\ * Applications where you need to search for events across time-windows, \\ * When you need very reliable 'bucketing' of data over even amounts of time \\ * When you need to correct for lag based on a measurement rather than a fixed time\\ ===Key Classes/Features=== The key classes in the library are... [[ssintro|samplestream]], used to scan over time-frames, build time-series AI and search for high-resolution or long-timeframe issues. [[class_LagCorrection|LagCorrection]], used to measure the total amount of [[data-driven lag]] between two points in time, and [[class_LagCorrectedQuery|LagCorrectedQuery]], used to create historical queries with lag-corrected data.