Top Level

Document	The main document that dictates how the monitor should be run.
Monitor	Customer specified monitor configs.
Analyzer	Configuration for running an analysis.

Target & Baselines

ColumnMatrix	Define the matrix of columns and segments to fan out for monitoring.
DatasetMatrix	Define the matrix of fields and segments to fan out for monitoring.
ReferenceProfileId	A baseline based on a static reference profile.
TimeRangeBaseline	A static time range.
TrailingWindowBaseline	A dynamic trailing window.
SingleBatchBaseline	Using current batch.

Calculation Configs

DriftConfig	An analyzer using stddev for a window of time range.
DiffConfig	Detecting the differences between two numerical metrics.
ComparisonConfig	Compare whether the target against a value or against a baseline's metric.
ExperimentalConfig	Experimental algorithm that is not standardized by the above ones yet.
FixedThresholdsConfig	Fixed threshold analysis.
ColumnListChangeConfig	Compare whether the target is equal to a value or not.
SeasonalConfig	An analyzer using stddev for a window of time range.
StddevConfig	Calculates upper bounds and lower bounds based on stddev from a series of numbers.