1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142
// 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.
//! [`WindowUDF`]: User Defined Window Functions
use crate::{
Expr, PartitionEvaluator, PartitionEvaluatorFactory, ReturnTypeFunction, Signature,
WindowFrame,
};
use arrow::datatypes::DataType;
use datafusion_common::Result;
use std::{
fmt::{self, Debug, Display, Formatter},
sync::Arc,
};
/// Logical representation of a user-defined window function (UDWF)
/// A UDWF is different from a UDF in that it is stateful across batches.
///
/// See the documetnation on [`PartitionEvaluator`] for more details
///
/// [`PartitionEvaluator`]: crate::PartitionEvaluator
#[derive(Clone)]
pub struct WindowUDF {
/// name
name: String,
/// signature
signature: Signature,
/// Return type
return_type: ReturnTypeFunction,
/// Return the partition evaluator
partition_evaluator_factory: PartitionEvaluatorFactory,
}
impl Debug for WindowUDF {
fn fmt(&self, f: &mut Formatter) -> fmt::Result {
f.debug_struct("WindowUDF")
.field("name", &self.name)
.field("signature", &self.signature)
.field("return_type", &"<func>")
.field("partition_evaluator_factory", &"<func>")
.finish_non_exhaustive()
}
}
/// Defines how the WindowUDF is shown to users
impl Display for WindowUDF {
fn fmt(&self, f: &mut Formatter) -> fmt::Result {
write!(f, "{}", self.name)
}
}
impl PartialEq for WindowUDF {
fn eq(&self, other: &Self) -> bool {
self.name == other.name && self.signature == other.signature
}
}
impl Eq for WindowUDF {}
impl std::hash::Hash for WindowUDF {
fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
self.name.hash(state);
self.signature.hash(state);
}
}
impl WindowUDF {
/// Create a new WindowUDF
pub fn new(
name: &str,
signature: &Signature,
return_type: &ReturnTypeFunction,
partition_evaluator_factory: &PartitionEvaluatorFactory,
) -> Self {
Self {
name: name.to_string(),
signature: signature.clone(),
return_type: return_type.clone(),
partition_evaluator_factory: partition_evaluator_factory.clone(),
}
}
/// creates a [`Expr`] that calls the window function given
/// the `partition_by`, `order_by`, and `window_frame` definition
///
/// This utility allows using the UDWF without requiring access to
/// the registry, such as with the DataFrame API.
pub fn call(
&self,
args: Vec<Expr>,
partition_by: Vec<Expr>,
order_by: Vec<Expr>,
window_frame: WindowFrame,
) -> Expr {
let fun = crate::WindowFunction::WindowUDF(Arc::new(self.clone()));
Expr::WindowFunction(crate::expr::WindowFunction {
fun,
args,
partition_by,
order_by,
window_frame,
})
}
/// Returns this function's name
pub fn name(&self) -> &str {
&self.name
}
/// 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 a `PartitionEvaluator` for evaluating this window function
pub fn partition_evaluator_factory(&self) -> Result<Box<dyn PartitionEvaluator>> {
(self.partition_evaluator_factory)()
}
}