Struct OptimizationConfig 

pub struct OptimizationConfig {
    pub processing_strategy: ProcessingStrategy,
    pub memory_limit_mb: usize,
    pub use_robust: bool,
    pub use_parallel: bool,
    pub use_simd: bool,
    pub use_gpu: bool,
    pub chunk_size: usize,
    pub num_threads: usize,
    pub algorithm_params: HashMap<String, f64>,
}

Optimization configuration for a specific transformation

Fields

processing_strategy: ProcessingStrategy

Processing strategy to use

memory_limit_mb: usize

Memory limit in MB

use_robust: bool

Whether to use robust statistics

use_parallel: bool

Whether to use parallel processing

use_simd: bool

Whether to use SIMD acceleration

use_gpu: bool

Whether to use GPU acceleration

chunk_size: usize

Chunk size for batch processing

num_threads: usize

Number of threads to use

algorithm_params: HashMap<String, f64>

Additional algorithm-specific parameters

Implementations

impl OptimizationConfig

pub fn for_standardization( datachars: &DataCharacteristics, system: &SystemResources, ) -> Self

Create optimization config for standardization

pub fn for_pca( datachars: &DataCharacteristics, system: &SystemResources, n_components: usize, ) -> Self

Create optimization config for PCA

pub fn for_polynomial_features( datachars: &DataCharacteristics, system: &SystemResources, degree: usize, ) -> Result<Self>

Create optimization config for polynomial features

pub fn estimated_execution_time( &self, datachars: &DataCharacteristics, ) -> Duration

Get estimated execution time for this configuration

Trait Implementations

impl Clone for OptimizationConfig

fn clone(&self) -> OptimizationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OptimizationConfig

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

Formats the value using the given formatter.