Struct RInterop 

pub struct RInterop;

R interoperability utilities

Implementations

impl RInterop

pub fn array_to_r_vector(array: &Array1<f64>) -> RVector

Convert Rust array to R-compatible format

pub fn array2_to_r_matrix(array: &Array2<f64>) -> RMatrix

Convert 2D Rust array to R matrix

pub fn r_vector_to_array(vector: &RVector) -> UtilsResult<Array1<f64>>

Create Rust array from R vector

pub fn r_matrix_to_array2(matrix: &RMatrix) -> UtilsResult<Array2<f64>>

Create 2D Rust array from R matrix

pub fn generate_r_vector_code(vector_name: &str, vector: &RVector) -> String

Generate R vector creation code

pub fn generate_r_matrix_code(matrix_name: &str, matrix: &RMatrix) -> String

Generate R matrix creation code

pub fn generate_r_dataframe_code( df_name: &str, columns: &HashMap<String, RVector>, ) -> UtilsResult<String>

Generate R data frame creation code

pub fn generate_r_package_imports(packages: &[&str]) -> String

Generate R package loading code

pub fn generate_r_function_call( function_name: &str, parameters: &[RParameter], ) -> String

Generate R function call template

pub fn create_r_ml_script( model_type: &str, training_data: &RMatrix, response_var: &RVector, hyperparameters: &HashMap<String, f64>, ) -> UtilsResult<String>

Create R script for ML model

pub fn create_r_statistical_analysis( data: &RMatrix, analysis_type: &str, ) -> UtilsResult<String>

Generate R statistical analysis script

pub fn convert_r_output( output: &str, expected_type: ROutputType, ) -> UtilsResult<ROutputValue>

Convert R data types to Rust-compatible format