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3 changes: 3 additions & 0 deletions Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,9 @@ categories = ["science"]
readme = "README.md"
rust-version = "1.85"

[dependencies]
libc = "0.2.178"

[build-dependencies]
bindgen = "0.72.0"
ureq = "2.0"
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36 changes: 35 additions & 1 deletion examples/advanced_usage.rs
Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,10 @@ fn main() -> Result<(), CatBoostError> {
Err(e) => println!(" Batch prediction error: {}", e),
}

// Example 4: Model validation
// Example 4: Feature names and indices
display_feature_names(&model);

// Example 5: Model validation
println!("\n=== Model Validation ===");
validate_model(&model)?;

Expand Down Expand Up @@ -153,6 +156,37 @@ fn display_model_info(model: &Model) -> Result<(), CatBoostError> {
Ok(())
}

#[cfg(catboost_feature_indices)]
fn display_feature_names(model: &Model) {
println!("\n=== Feature Names ===");
match model.get_feature_names() {
Ok(names) => println!(" All feature names: {:?}", names),
Err(e) => println!(" get_feature_names error: {}", e),
}
match model.get_float_feature_names() {
Ok(names) => println!(" Float feature names: {:?}", names),
Err(e) => println!(" get_float_feature_names error: {}", e),
}
match model.get_cat_feature_names() {
Ok(names) => println!(" Cat feature names: {:?}", names),
Err(e) => println!(" get_cat_feature_names error: {}", e),
}
match model.get_text_feature_names() {
Ok(names) => println!(" Text feature names: {:?}", names),
Err(e) => println!(" get_text_feature_names error: {}", e),
}
match model.get_embedding_feature_names() {
Ok(names) => println!(" Embedding feature names: {:?}", names),
Err(e) => println!(" get_embedding_feature_names error: {}", e),
}
}

#[cfg(not(catboost_feature_indices))]
fn display_feature_names(_model: &Model) {
println!("\n=== Feature Names ===");
println!(" Feature name queries not available in this CatBoost version.");
}

fn validate_model(model: &Model) -> Result<(), CatBoostError> {
println!("Validating model...");

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