Stages

Layer 2: Compose

These public Stages compose the default generation loop. Stage is a compatibility execution surface that receives OptimizationState, distinct from a graph-native Component’s contract. Use stage_component(stage) to connect a Stage to a structured Pipeline.

saealib.CountGenerationStage	Increment the generation counter by one.
saealib.AskStage	Generate offspring candidates via the algorithm's ask() method.
saealib.AcquisitionStage	Score offspring via an independent AcquisitionFunction.
saealib.SurrogatePredictStage	Predict offspring with the surrogate model.
saealib.EvaluationPlanStage	Create an owned request and pending record.
saealib.AsyncEvaluationSubmitStage	Plan and submit one request to an asynchronous scheduler.
saealib.EvaluationSubmitStage	Submit the planned request to an evaluator.
saealib.EvaluationCollectStage	Collect delivered updates for the active request.
saealib.EvaluationApplyStage	Validate and apply delivered result rows atomically.
saealib.EvaluationAcknowledgeStage	Acknowledge committed updates and account for their evaluations.
saealib.SurrogateFitStage	Pre-fit the surrogate on the current archive.
saealib.ArchiveUpdateStage	Append evaluated offspring to archive and Pareto archive.
saealib.FeedbackStage	Copy evaluated objective channels into the offspring batch.
saealib.TellStage	Update the population via the algorithm's tell() method.
saealib.SurrogateOnlyLoopStage	Run gen_ctrl surrogate-only generations before real evaluation.
saealib.InitializationStage	Wrap an Initializer as a Stage.