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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
//! [`ScalarUDF`]: Scalar User Defined Functions
use crate::{Expr, ReturnTypeFunction, ScalarFunctionImplementation, Signature};
use arrow::datatypes::DataType;
use datafusion_common::Result;
use std::fmt;
use std::fmt::Debug;
use std::fmt::Formatter;
use std::sync::Arc;
/// Logical representation of a Scalar User Defined Function.
///
/// A scalar function produces a single row output for each row of input.
///
/// This struct contains the information DataFusion needs to plan and invoke
/// functions such name, type signature, return type, and actual implementation.
///
#[derive(Clone)]
pub struct ScalarUDF {
/// The name of the function
name: String,
/// The signature (the types of arguments that are supported)
signature: Signature,
/// Function that returns the return type given the argument types
return_type: ReturnTypeFunction,
/// actual implementation
///
/// The fn param is the wrapped function but be aware that the function will
/// be passed with the slice / vec of columnar values (either scalar or array)
/// with the exception of zero param function, where a singular element vec
/// will be passed. In that case the single element is a null array to indicate
/// the batch's row count (so that the generative zero-argument function can know
/// the result array size).
fun: ScalarFunctionImplementation,
/// Optional aliases for the function. This list should NOT include the value of `name` as well
aliases: Vec<String>,
}
impl Debug for ScalarUDF {
fn fmt(&self, f: &mut Formatter) -> fmt::Result {
f.debug_struct("ScalarUDF")
.field("name", &self.name)
.field("signature", &self.signature)
.field("fun", &"<FUNC>")
.finish()
}
}
impl PartialEq for ScalarUDF {
fn eq(&self, other: &Self) -> bool {
self.name == other.name && self.signature == other.signature
}
}
impl Eq for ScalarUDF {}
impl std::hash::Hash for ScalarUDF {
fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
self.name.hash(state);
self.signature.hash(state);
}
}
impl ScalarUDF {
/// Create a new ScalarUDF
pub fn new(
name: &str,
signature: &Signature,
return_type: &ReturnTypeFunction,
fun: &ScalarFunctionImplementation,
) -> Self {
Self {
name: name.to_owned(),
signature: signature.clone(),
return_type: return_type.clone(),
fun: fun.clone(),
aliases: vec![],
}
}
/// Adds additional names that can be used to invoke this function, in addition to `name`
pub fn with_aliases(
mut self,
aliases: impl IntoIterator<Item = &'static str>,
) -> Self {
self.aliases
.extend(aliases.into_iter().map(|s| s.to_string()));
self
}
/// creates a logical expression with a call of the UDF
/// This utility allows using the UDF without requiring access to the registry.
pub fn call(&self, args: Vec<Expr>) -> Expr {
Expr::ScalarFunction(crate::expr::ScalarFunction::new_udf(
Arc::new(self.clone()),
args,
))
}
/// Returns this function's name
pub fn name(&self) -> &str {
&self.name
}
/// Returns the aliases for this function. See [`ScalarUDF::with_aliases`] for more details
pub fn aliases(&self) -> &[String] {
&self.aliases
}
/// Returns this function's signature (what input types are accepted)
pub fn signature(&self) -> &Signature {
&self.signature
}
/// Return the type of the function given its input types
pub fn return_type(&self, args: &[DataType]) -> Result<DataType> {
// Old API returns an Arc of the datatype for some reason
let res = (self.return_type)(args)?;
Ok(res.as_ref().clone())
}
/// Return the actual implementation
pub fn fun(&self) -> ScalarFunctionImplementation {
self.fun.clone()
}
// TODO maybe add an invoke() method that runs the actual function?
}