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.

`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 either an expect value or against the baseline.
`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.