Metrics and Analysis

Metrics Class

Metrics

Component class for calculating metrics.

Calculated Fields

row_level.RowLevelCalculatedFields	Row level Calculated Fields.
timeseries_aware.TimeseriesAwareCalculatedFields	Timeseries aware calculated fields.

Metric Functions

deterministic_funcs	Contains UDFs for deterministic metric calculations in Spark queries.
signature_funcs	Signature functions.
probabilistic_funcs	Functions for probabilistic metric calculations in Spark queries.
bootstrap_funcs	Contains functions for bootstrap calculations for use in Spark queries.

Metric Models

DeterministicMetrics	Define and customize deterministic metrics.
Signatures	Define and customize signature metrics (single-field statistics).
ProbabilisticMetrics	Define and customize probalistic metrics.
Bootstrappers	Container class for bootstrap sampling classes.
Operators	Operators for filters.

Generated Timeseries

GeneratedTimeseries

Component class for generating synthetic data.

Generated Timeseries Models

Normals	Model for generating synthetic normals timeseries.
ReferenceForecast	Model for generating a synthetic reference forecast timeseries.
Persistence	Model for generating a synthetic persistence forecast timeseries.