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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.
//! Signature module contains foundational types that are used to represent signatures, types,
//! and return types of functions in DataFusion.
use arrow::datatypes::DataType;
///A function's volatility, which defines the functions eligibility for certain optimizations
#[derive(Debug, PartialEq, Eq, PartialOrd, Ord, Clone, Copy, Hash)]
pub enum Volatility {
/// Immutable - An immutable function will always return the same output when given the same
/// input. An example of this is [super::BuiltinScalarFunction::Cos].
Immutable,
/// Stable - A stable function may return different values given the same input across different
/// queries but must return the same value for a given input within a query. An example of
/// this is [super::BuiltinScalarFunction::Now].
Stable,
/// Volatile - A volatile function may change the return value from evaluation to evaluation.
/// Multiple invocations of a volatile function may return different results when used in the
/// same query. An example of this is [super::BuiltinScalarFunction::Random].
Volatile,
}
/// A function's type signature, which defines the function's supported argument types.
#[derive(Debug, Clone, PartialEq, Eq, Hash)]
pub enum TypeSignature {
/// arbitrary number of arguments of an common type out of a list of valid types
// A function such as `concat` is `Variadic(vec![DataType::Utf8, DataType::LargeUtf8])`
Variadic(Vec<DataType>),
/// arbitrary number of arguments of an arbitrary but equal type
// A function such as `array` is `VariadicEqual`
// The first argument decides the type used for coercion
VariadicEqual,
/// arbitrary number of arguments with arbitrary types
VariadicAny,
/// fixed number of arguments of an arbitrary but equal type out of a list of valid types
///
/// # Examples
/// 1. A function of one argument of f64 is `Uniform(1, vec![DataType::Float64])`
/// 2. A function of one argument of f64 or f32 is `Uniform(1, vec![DataType::Float32, DataType::Float64])`
Uniform(usize, Vec<DataType>),
/// exact number of arguments of an exact type
Exact(Vec<DataType>),
/// fixed number of arguments of arbitrary types
Any(usize),
/// One of a list of signatures
OneOf(Vec<TypeSignature>),
}
impl TypeSignature {
pub(crate) fn to_string_repr(&self) -> Vec<String> {
match self {
TypeSignature::Variadic(types) => {
vec![format!("{}, ..", Self::join_types(types, "/"))]
}
TypeSignature::Uniform(arg_count, valid_types) => {
vec![std::iter::repeat(Self::join_types(valid_types, "/"))
.take(*arg_count)
.collect::<Vec<String>>()
.join(", ")]
}
TypeSignature::Exact(types) => {
vec![Self::join_types(types, ", ")]
}
TypeSignature::Any(arg_count) => {
vec![std::iter::repeat("Any")
.take(*arg_count)
.collect::<Vec<&str>>()
.join(", ")]
}
TypeSignature::VariadicEqual => vec!["T, .., T".to_string()],
TypeSignature::VariadicAny => vec!["Any, .., Any".to_string()],
TypeSignature::OneOf(sigs) => {
sigs.iter().flat_map(|s| s.to_string_repr()).collect()
}
}
}
/// Helper function to join types with specified delimiter.
pub(crate) fn join_types<T: std::fmt::Display>(
types: &[T],
delimiter: &str,
) -> String {
types
.iter()
.map(|t| t.to_string())
.collect::<Vec<String>>()
.join(delimiter)
}
}
/// The signature of a function defines the supported argument types
/// and its volatility.
#[derive(Debug, Clone, PartialEq, Eq, Hash)]
pub struct Signature {
/// type_signature - The types that the function accepts. See [TypeSignature] for more information.
pub type_signature: TypeSignature,
/// volatility - The volatility of the function. See [Volatility] for more information.
pub volatility: Volatility,
}
impl Signature {
/// new - Creates a new Signature from any type signature and the volatility.
pub fn new(type_signature: TypeSignature, volatility: Volatility) -> Self {
Signature {
type_signature,
volatility,
}
}
/// variadic - Creates a variadic signature that represents an arbitrary number of arguments all from a type in common_types.
pub fn variadic(common_types: Vec<DataType>, volatility: Volatility) -> Self {
Self {
type_signature: TypeSignature::Variadic(common_types),
volatility,
}
}
/// variadic_equal - Creates a variadic signature that represents an arbitrary number of arguments of the same type.
pub fn variadic_equal(volatility: Volatility) -> Self {
Self {
type_signature: TypeSignature::VariadicEqual,
volatility,
}
}
/// variadic_any - Creates a variadic signature that represents an arbitrary number of arguments of any type.
pub fn variadic_any(volatility: Volatility) -> Self {
Self {
type_signature: TypeSignature::VariadicAny,
volatility,
}
}
/// uniform - Creates a function with a fixed number of arguments of the same type, which must be from valid_types.
pub fn uniform(
arg_count: usize,
valid_types: Vec<DataType>,
volatility: Volatility,
) -> Self {
Self {
type_signature: TypeSignature::Uniform(arg_count, valid_types),
volatility,
}
}
/// exact - Creates a signature which must match the types in exact_types in order.
pub fn exact(exact_types: Vec<DataType>, volatility: Volatility) -> Self {
Signature {
type_signature: TypeSignature::Exact(exact_types),
volatility,
}
}
/// any - Creates a signature which can a be made of any type but of a specified number
pub fn any(arg_count: usize, volatility: Volatility) -> Self {
Signature {
type_signature: TypeSignature::Any(arg_count),
volatility,
}
}
/// one_of Creates a signature which can match any of the [TypeSignature]s which are passed in.
pub fn one_of(type_signatures: Vec<TypeSignature>, volatility: Volatility) -> Self {
Signature {
type_signature: TypeSignature::OneOf(type_signatures),
volatility,
}
}
}