MLPipeline

scirs2_core::ml_pipeline

Struct MLPipeline 

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pub struct MLPipeline { /* private fields */ }
Expand description

ML Pipeline orchestrator

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impl MLPipeline

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pub fn new(name: String, config: PipelineConfig) -> Self

Create a new ML pipeline

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pub fn add_node( &mut self, node: Box<dyn PipelineNode>, ) -> Result<(), MLPipelineError>

Add a processing node to the pipeline

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pub fn set_dependencies(&mut self, nodename: String, dependencies: Vec<String>)

Set dependencies between nodes

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pub fn execute(&self, batch: DataBatch) -> Result<DataBatch, MLPipelineError>

Execute the pipeline on a batch of data

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pub fn get_metrics(&self) -> PipelineMetrics

Get current pipeline metrics

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pub fn config(&self) -> &PipelineConfig

Get pipeline configuration

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pub fn validate(&self) -> Result<(), MLPipelineError>

Validate the entire pipeline

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