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3 changes: 2 additions & 1 deletion native/spark-expr/src/comet_scalar_funcs.rs
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ use crate::{
spark_array_repeat, spark_ceil, spark_decimal_div, spark_decimal_integral_div, spark_floor,
spark_isnan, spark_lpad, spark_make_decimal, spark_read_side_padding, spark_round, spark_rpad,
spark_unhex, spark_unscaled_value, EvalMode, SparkBitwiseCount, SparkDateDiff, SparkDateTrunc,
SparkSizeFunc, SparkStringSpace,
SparkSizeFunc, SparkStringReplace, SparkStringSpace,
};
use arrow::datatypes::DataType;
use datafusion::common::{DataFusionError, Result as DataFusionResult};
Expand Down Expand Up @@ -194,6 +194,7 @@ fn all_scalar_functions() -> Vec<Arc<ScalarUDF>> {
Arc::new(ScalarUDF::new_from_impl(SparkBitwiseCount::default())),
Arc::new(ScalarUDF::new_from_impl(SparkDateDiff::default())),
Arc::new(ScalarUDF::new_from_impl(SparkDateTrunc::default())),
Arc::new(ScalarUDF::new_from_impl(SparkStringReplace::default())),
Arc::new(ScalarUDF::new_from_impl(SparkStringSpace::default())),
Arc::new(ScalarUDF::new_from_impl(SparkSizeFunc::default())),
]
Expand Down
2 changes: 2 additions & 0 deletions native/spark-expr/src/string_funcs/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -15,8 +15,10 @@
// specific language governing permissions and limitations
// under the License.

mod string_replace;
mod string_space;
mod substring;

pub use string_replace::SparkStringReplace;
pub use string_space::SparkStringSpace;
pub use substring::SubstringExpr;
135 changes: 135 additions & 0 deletions native/spark-expr/src/string_funcs/string_replace.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,135 @@
// 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 arrow::array::{AsArray, StringArray};
use arrow::datatypes::DataType;
use datafusion::common::{utils::take_function_args, Result};
use datafusion::logical_expr::{
ColumnarValue, ScalarFunctionArgs, ScalarUDFImpl, Signature, Volatility,
};
use std::{any::Any, sync::Arc};

#[derive(Debug, PartialEq, Eq, Hash)]
pub struct SparkStringReplace {
signature: Signature,
aliases: Vec<String>,
}

impl Default for SparkStringReplace {
fn default() -> Self {
Self::new()
}
}

impl SparkStringReplace {
pub fn new() -> Self {
Self {
signature: Signature::user_defined(Volatility::Immutable),
aliases: vec![],
}
}
}

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

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

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

fn return_type(&self, arg_types: &[DataType]) -> Result<DataType> {
Ok(arg_types[0].clone())
}

fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> {
let args: [ColumnarValue; 3] = take_function_args(self.name(), args.args)?;
spark_string_replace(&args)
}

fn aliases(&self) -> &[String] {
&self.aliases
}
}

fn spark_string_replace(args: &[ColumnarValue]) -> Result<ColumnarValue> {
let arrays = ColumnarValue::values_to_arrays(args)?;
let src = arrays[0].as_string::<i32>();
let search = arrays[1].as_string::<i32>();
let replace = arrays[2].as_string::<i32>();

let result: StringArray = src
.iter()
.zip(search.iter())
.zip(replace.iter())
.map(|((s, search), replace)| match (s, search, replace) {
(Some(s), Some(search), Some(replace)) => {
Some(spark_replace_string(s, search, replace))
}
_ => None,
})
.collect();

Ok(ColumnarValue::Array(Arc::new(result)))
}

fn spark_replace_string(src: &str, search: &str, replace: &str) -> String {
if search.is_empty() {
let mut result = String::with_capacity(src.len() + replace.len() * (src.len() + 1));
result.push_str(replace);
for c in src.chars() {
result.push(c);
result.push_str(replace);
}
result
} else {
src.replace(search, replace)
}
}

#[cfg(test)]
mod tests {
use super::*;
use arrow::array::Array;
use datafusion::common::ScalarValue;

#[test]
fn test_empty_search_string() {
let src = ColumnarValue::Array(Arc::new(StringArray::from(vec![
Some("hello"),
Some("world"),
None,
])));
let search = ColumnarValue::Scalar(ScalarValue::Utf8(Some("".to_string())));
let replace = ColumnarValue::Scalar(ScalarValue::Utf8(Some("x".to_string())));

match spark_string_replace(&[src, search, replace]) {
Ok(ColumnarValue::Array(result)) => {
let string_arr = result.as_string::<i32>();
assert_eq!(string_arr.value(0), "xhxexlxlxox");
assert_eq!(string_arr.value(1), "xwxoxrxlxdx");
assert!(string_arr.is_null(2));
}
_ => unreachable!(),
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -162,7 +162,7 @@ object QueryPlanSerde extends Logging with CometExprShim {
classOf[StartsWith] -> CometScalarFunction("starts_with"),
classOf[StringInstr] -> CometScalarFunction("instr"),
classOf[StringRepeat] -> CometStringRepeat,
classOf[StringReplace] -> CometScalarFunction("replace"),
classOf[StringReplace] -> CometScalarFunction("spark_replace"),
classOf[StringRPad] -> CometStringRPad,
classOf[StringLPad] -> CometStringLPad,
classOf[StringSpace] -> CometScalarFunction("string_space"),
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -280,6 +280,16 @@ class CometStringExpressionSuite extends CometTestBase {
}
}

test("replace with empty search string") {
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Could you add these tests in the new sql file testing approach instead?

https://datafusion.apache.org/comet/contributor-guide/sql-file-tests.html

val table = "test"
withTable(table) {
sql(s"create table $table(col string) using parquet")
sql(s"insert into $table values('hello'), (NULL), ('')")
checkSparkAnswerAndOperator(
s"select replace(col, '', 'x'), replace(col, '', '') from $table")
}
}

// Simplified version of "filter pushdown - StringPredicate" that does not generate dictionaries
test("string predicate filter") {
Seq(false, true).foreach { pushdown =>
Expand Down
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