Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Move levenshtein, uuid, overlay to datafusion-functions #9760

Merged
merged 11 commits into from
Mar 24, 2024
3 changes: 1 addition & 2 deletions datafusion-cli/Cargo.lock

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

2 changes: 1 addition & 1 deletion datafusion-examples/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -76,4 +76,4 @@ tempfile = { workspace = true }
tokio = { workspace = true, features = ["rt-multi-thread", "parking_lot"] }
tonic = "0.11"
url = { workspace = true }
uuid = "1.2"
uuid = "1.7"
2 changes: 1 addition & 1 deletion datafusion/core/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -122,7 +122,7 @@ tempfile = { workspace = true }
tokio = { workspace = true }
tokio-util = { version = "0.7.4", features = ["io"], optional = true }
url = { workspace = true }
uuid = { version = "1.0", features = ["v4"] }
uuid = { version = "1.7", features = ["v4"] }
xz2 = { version = "0.1", optional = true, features = ["static"] }
zstd = { version = "0.13", optional = true, default-features = false }

Expand Down
35 changes: 0 additions & 35 deletions datafusion/expr/src/built_in_function.rs
Original file line number Diff line number Diff line change
Expand Up @@ -141,12 +141,6 @@ pub enum BuiltinScalarFunction {
Substr,
/// translate
Translate,
/// uuid
Uuid,
/// overlay
OverLay,
/// levenshtein
Levenshtein,
/// substr_index
SubstrIndex,
/// find_in_set
Expand Down Expand Up @@ -253,14 +247,11 @@ impl BuiltinScalarFunction {
BuiltinScalarFunction::Strpos => Volatility::Immutable,
BuiltinScalarFunction::Substr => Volatility::Immutable,
BuiltinScalarFunction::Translate => Volatility::Immutable,
BuiltinScalarFunction::OverLay => Volatility::Immutable,
BuiltinScalarFunction::Levenshtein => Volatility::Immutable,
BuiltinScalarFunction::SubstrIndex => Volatility::Immutable,
BuiltinScalarFunction::FindInSet => Volatility::Immutable,

// Volatile builtin functions
BuiltinScalarFunction::Random => Volatility::Volatile,
BuiltinScalarFunction::Uuid => Volatility::Volatile,
}
}

Expand Down Expand Up @@ -302,7 +293,6 @@ impl BuiltinScalarFunction {
BuiltinScalarFunction::Lpad => utf8_to_str_type(&input_expr_types[0], "lpad"),
BuiltinScalarFunction::Pi => Ok(Float64),
BuiltinScalarFunction::Random => Ok(Float64),
BuiltinScalarFunction::Uuid => Ok(Utf8),
BuiltinScalarFunction::Repeat => {
utf8_to_str_type(&input_expr_types[0], "repeat")
}
Expand Down Expand Up @@ -362,14 +352,6 @@ impl BuiltinScalarFunction {

BuiltinScalarFunction::Iszero => Ok(Boolean),

BuiltinScalarFunction::OverLay => {
utf8_to_str_type(&input_expr_types[0], "overlay")
}

BuiltinScalarFunction::Levenshtein => {
utf8_to_int_type(&input_expr_types[0], "levenshtein")
}

BuiltinScalarFunction::Atan
| BuiltinScalarFunction::Acosh
| BuiltinScalarFunction::Asinh
Expand Down Expand Up @@ -490,7 +472,6 @@ impl BuiltinScalarFunction {
}
BuiltinScalarFunction::Pi => Signature::exact(vec![], self.volatility()),
BuiltinScalarFunction::Random => Signature::exact(vec![], self.volatility()),
BuiltinScalarFunction::Uuid => Signature::exact(vec![], self.volatility()),
BuiltinScalarFunction::Power => Signature::one_of(
vec![Exact(vec![Int64, Int64]), Exact(vec![Float64, Float64])],
self.volatility(),
Expand Down Expand Up @@ -536,19 +517,6 @@ impl BuiltinScalarFunction {
BuiltinScalarFunction::Gcd | BuiltinScalarFunction::Lcm => {
Signature::uniform(2, vec![Int64], self.volatility())
}
BuiltinScalarFunction::OverLay => Signature::one_of(
vec![
Exact(vec![Utf8, Utf8, Int64, Int64]),
Exact(vec![LargeUtf8, LargeUtf8, Int64, Int64]),
Exact(vec![Utf8, Utf8, Int64]),
Exact(vec![LargeUtf8, LargeUtf8, Int64]),
],
self.volatility(),
),
BuiltinScalarFunction::Levenshtein => Signature::one_of(
vec![Exact(vec![Utf8, Utf8]), Exact(vec![LargeUtf8, LargeUtf8])],
self.volatility(),
),
BuiltinScalarFunction::Atan
| BuiltinScalarFunction::Acosh
| BuiltinScalarFunction::Asinh
Expand Down Expand Up @@ -678,11 +646,8 @@ impl BuiltinScalarFunction {
BuiltinScalarFunction::Strpos => &["strpos", "instr", "position"],
BuiltinScalarFunction::Substr => &["substr"],
BuiltinScalarFunction::Translate => &["translate"],
BuiltinScalarFunction::Uuid => &["uuid"],
BuiltinScalarFunction::Levenshtein => &["levenshtein"],
BuiltinScalarFunction::SubstrIndex => &["substr_index", "substring_index"],
BuiltinScalarFunction::FindInSet => &["find_in_set"],
BuiltinScalarFunction::OverLay => &["overlay"],
}
}
}
Expand Down
26 changes: 0 additions & 26 deletions datafusion/expr/src/expr_fn.rs
Original file line number Diff line number Diff line change
Expand Up @@ -575,7 +575,6 @@ scalar_expr!(Log10, log10, num, "base 10 logarithm of number");
scalar_expr!(Ln, ln, num, "natural logarithm (base e) of number");
scalar_expr!(Power, power, base exponent, "`base` raised to the power of `exponent`");
scalar_expr!(Atan2, atan2, y x, "inverse tangent of a division given in the argument");
scalar_expr!(Uuid, uuid, , "returns uuid v4 as a string value");
scalar_expr!(Log, log, base x, "logarithm of a `x` for a particular `base`");

// string functions
Expand Down Expand Up @@ -628,12 +627,6 @@ nary_scalar_expr!(
"concatenates several strings, placing a seperator between each one"
);
nary_scalar_expr!(Concat, concat_expr, "concatenates several strings");
nary_scalar_expr!(
OverLay,
overlay,
"replace the substring of string that starts at the start'th character and extends for count characters with new substring"
);

scalar_expr!(Nanvl, nanvl, x y, "returns x if x is not NaN otherwise returns y");
scalar_expr!(
Iszero,
Expand All @@ -642,7 +635,6 @@ scalar_expr!(
"returns true if a given number is +0.0 or -0.0 otherwise returns false"
);

scalar_expr!(Levenshtein, levenshtein, string1 string2, "Returns the Levenshtein distance between the two given strings");
scalar_expr!(SubstrIndex, substr_index, string delimiter count, "Returns the substring from str before count occurrences of the delimiter");
scalar_expr!(FindInSet, find_in_set, str strlist, "Returns a value in the range of 1 to N if the string str is in the string list strlist consisting of N substrings");

Expand Down Expand Up @@ -1076,25 +1068,7 @@ mod test {
test_scalar_expr!(Substr, substr, string, position);
test_scalar_expr!(Substr, substring, string, position, count);
test_scalar_expr!(Translate, translate, string, from, to);
test_nary_scalar_expr!(OverLay, overlay, string, characters, position, len);
test_nary_scalar_expr!(OverLay, overlay, string, characters, position);
test_scalar_expr!(Levenshtein, levenshtein, string1, string2);
test_scalar_expr!(SubstrIndex, substr_index, string, delimiter, count);
test_scalar_expr!(FindInSet, find_in_set, string, stringlist);
}

#[test]
fn uuid_function_definitions() {
if let Expr::ScalarFunction(ScalarFunction {
func_def: ScalarFunctionDefinition::BuiltIn(fun),
args,
}) = uuid()
{
let name = BuiltinScalarFunction::Uuid;
assert_eq!(name, fun);
assert_eq!(0, args.len());
} else {
unreachable!();
}
}
}
2 changes: 2 additions & 0 deletions datafusion/functions/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -75,6 +75,8 @@ log = { workspace = true }
md-5 = { version = "^0.10.0", optional = true }
regex = { version = "1.8", optional = true }
sha2 = { version = "^0.10.1", optional = true }
uuid = { version = "1.7", features = ["v4"] }
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I think technically this could be an optional depdendece (on string expressions) but since datafusion-core relies on uuid too. I'll try and clean it up as a follow on

Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.


[dev-dependencies]
criterion = "0.5"
rand = { workspace = true }
Expand Down
146 changes: 146 additions & 0 deletions datafusion/functions/src/string/levenshtein.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,146 @@
// 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.

use std::any::Any;
use std::sync::Arc;

use arrow::array::{ArrayRef, Int32Array, Int64Array, OffsetSizeTrait};
use arrow::datatypes::DataType;

use datafusion_common::cast::as_generic_string_array;
use datafusion_common::utils::datafusion_strsim;
use datafusion_common::{exec_err, Result};
use datafusion_expr::ColumnarValue;
use datafusion_expr::TypeSignature::*;
use datafusion_expr::{ScalarUDFImpl, Signature, Volatility};

use crate::string::common::{make_scalar_function, utf8_to_int_type};

#[derive(Debug)]
pub(super) struct LevenshteinFunc {
signature: Signature,
}

impl LevenshteinFunc {
pub fn new() -> Self {
use DataType::*;
Self {
signature: Signature::one_of(
vec![Exact(vec![Utf8, Utf8]), Exact(vec![LargeUtf8, LargeUtf8])],
Volatility::Immutable,
),
}
}
}

impl ScalarUDFImpl for LevenshteinFunc {
fn as_any(&self) -> &dyn Any {
self
}

fn name(&self) -> &str {
"levenshtein"
}

fn signature(&self) -> &Signature {
&self.signature
}

fn return_type(&self, arg_types: &[DataType]) -> Result<DataType> {
utf8_to_int_type(&arg_types[0], "levenshtein")
}

fn invoke(&self, args: &[ColumnarValue]) -> Result<ColumnarValue> {
match args[0].data_type() {
DataType::Utf8 => make_scalar_function(levenshtein::<i32>, vec![])(args),
DataType::LargeUtf8 => make_scalar_function(levenshtein::<i64>, vec![])(args),
other => {
exec_err!("Unsupported data type {other:?} for function levenshtein")
}
}
}
}

///Returns the Levenshtein distance between the two given strings.
/// LEVENSHTEIN('kitten', 'sitting') = 3
pub fn levenshtein<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
if args.len() != 2 {
return exec_err!(
"levenshtein function requires two arguments, got {}",
args.len()
);
}
let str1_array = as_generic_string_array::<T>(&args[0])?;
let str2_array = as_generic_string_array::<T>(&args[1])?;
match args[0].data_type() {
DataType::Utf8 => {
let result = str1_array
.iter()
.zip(str2_array.iter())
.map(|(string1, string2)| match (string1, string2) {
(Some(string1), Some(string2)) => {
Some(datafusion_strsim::levenshtein(string1, string2) as i32)
}
_ => None,
})
.collect::<Int32Array>();
Ok(Arc::new(result) as ArrayRef)
}
DataType::LargeUtf8 => {
let result = str1_array
.iter()
.zip(str2_array.iter())
.map(|(string1, string2)| match (string1, string2) {
(Some(string1), Some(string2)) => {
Some(datafusion_strsim::levenshtein(string1, string2) as i64)
}
_ => None,
})
.collect::<Int64Array>();
Ok(Arc::new(result) as ArrayRef)
}
other => {
exec_err!(
"levenshtein was called with {other} datatype arguments. It requires Utf8 or LargeUtf8."
)
}
}
}

#[cfg(test)]
mod tests {
use arrow::array::{Int32Array, StringArray};

use datafusion_common::cast::as_int32_array;

use super::*;

#[test]
fn to_levenshtein() -> Result<()> {
let string1_array =
Arc::new(StringArray::from(vec!["123", "abc", "xyz", "kitten"]));
let string2_array =
Arc::new(StringArray::from(vec!["321", "def", "zyx", "sitting"]));
let res = levenshtein::<i32>(&[string1_array, string2_array]).unwrap();
let result =
as_int32_array(&res).expect("failed to initialized function levenshtein");
let expected = Int32Array::from(vec![2, 3, 2, 3]);
assert_eq!(&expected, result);

Ok(())
}
}
Loading
Loading