#[allow(unused_imports)]
use polars::prelude::{DataType, PolarsError, Series};
use std::collections::HashMap;
use std::sync::Arc;
pub trait RustUdf: Send + Sync {
fn apply(&self, columns: &[Series]) -> Result<Series, PolarsError>;
}
struct RustUdfWrapper<F>
where
F: Fn(&[Series]) -> Result<Series, PolarsError> + Send + Sync,
{
f: F,
}
impl<F> RustUdf for RustUdfWrapper<F>
where
F: Fn(&[Series]) -> Result<Series, PolarsError> + Send + Sync,
{
fn apply(&self, columns: &[Series]) -> Result<Series, PolarsError> {
(self.f)(columns)
}
}
#[derive(Clone)]
pub struct UdfRegistry {
rust_udfs: Arc<std::sync::RwLock<HashMap<String, Arc<dyn RustUdf>>>>,
}
impl Default for UdfRegistry {
fn default() -> Self {
Self {
rust_udfs: Arc::new(std::sync::RwLock::new(HashMap::new())),
}
}
}
impl UdfRegistry {
pub fn new() -> Self {
Self::default()
}
pub fn register_rust_udf<F>(&self, name: &str, f: F) -> Result<(), PolarsError>
where
F: Fn(&[Series]) -> Result<Series, PolarsError> + Send + Sync + 'static,
{
let wrapper = Arc::new(RustUdfWrapper { f });
self.rust_udfs
.write()
.map_err(|_| PolarsError::ComputeError("udf registry lock poisoned".into()))?
.insert(name.to_string(), wrapper);
Ok(())
}
pub fn get_rust_udf(&self, name: &str, case_sensitive: bool) -> Option<Arc<dyn RustUdf>> {
let guard = self.rust_udfs.read().ok()?;
if case_sensitive {
guard.get(name).cloned()
} else {
let name_lower = name.to_lowercase();
guard
.iter()
.find(|(k, _)| k.to_lowercase() == name_lower)
.map(|(_, v)| v.clone())
}
}
#[allow(dead_code)] pub fn has_udf(&self, name: &str, case_sensitive: bool) -> bool {
if self.get_rust_udf(name, case_sensitive).is_some() {
return true;
}
false
}
pub fn clear(&self) -> Result<(), PolarsError> {
self.rust_udfs
.write()
.map_err(|_| PolarsError::ComputeError("udf registry lock poisoned".into()))?
.clear();
Ok(())
}
}