Struct NextActivityPrediction 

pub struct NextActivityPrediction { /* private fields */ }

Next activity prediction kernel.

Predicts the next activity in a business process using Markov chains or N-gram models trained on historical data.

Implementations

impl NextActivityPrediction

pub fn new() -> Self

Create a new next activity prediction kernel.

pub fn train(log: &EventLog, config: &PredictionConfig) -> PredictionModel

Train a model from an event log.

pub fn predict_batch( traces: &[TraceHistory], model: &PredictionModel, config: &PredictionConfig, ) -> Vec<TracePrediction>

Batch predict for multiple traces.

pub fn compute(input: &PredictionInput) -> PredictionOutput

Compute batch predictions.

Trait Implementations

impl Clone for NextActivityPrediction

fn clone(&self) -> NextActivityPrediction

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for NextActivityPrediction

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for NextActivityPrediction

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for NextActivityPrediction

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.