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[AURON #2279] Implement native Levenshtein with threshold support for Spark 4.0+ #2280

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[AURON #2279] Implement native Levenshtein with threshold support for Spark 4.0+ #2280

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32a67b7
implement levenshtein with threshold parameter for Spark 4.x
lyne7-sc May 18, 2026
564e557
Refactor spark levenshtein implementation
lyne7-sc May 19, 2026
65391ae
Simplify levenshtein array threshold handling
lyne7-sc May 19, 2026
2562677
Comment out levenshtein proto enum
lyne7-sc May 19, 2026
764a10a
Clean up levenshtein planner fallback
lyne7-sc May 19, 2026
7224530
Clean up levenshtein planner fallback
lyne7-sc May 19, 2026
6dddfa9
Fix null handling in levenshtein function
lyne7-sc May 21, 2026
40e4323
lint
lyne7-sc May 21, 2026
a9253aa
optimize with bounded threshold
lyne7-sc May 26, 2026
2e168ae
add test cases
lyne7-sc Jun 15, 2026
f19b897
reserved levenshtein identifier
lyne7-sc Jun 15, 2026
b906161
lint
lyne7-sc Jun 15, 2026
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5 changes: 3 additions & 2 deletions auron-spark-tests/spark35/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala
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Expand Up @@ -60,8 +60,9 @@ class AuronSparkTestSettings extends SparkTestSettings {
enableSuite[AuronMiscFunctionsSuite]

enableSuite[AuronStringFunctionsSuite]
// Native levenshtein has a Spark 3.5+ result or schema comparison mismatch.
.exclude("string Levenshtein distance")
// Native substr does not support BinaryType inputs.
// See https://github.com/apache/auron/issues/1724
.exclude("string / binary substring function")

enableSuite[AuronDataFrameAggregateSuite]
// See https://github.com/apache/auron/issues/1840
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5 changes: 2 additions & 3 deletions auron-spark-tests/spark40/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala
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Expand Up @@ -41,11 +41,10 @@ class AuronSparkTestSettings extends SparkTestSettings {
enableSuite[AuronStringFunctionsSuite]
.exclude("string concat")
.exclude("string concat_ws")
// Spark 4 adds the threshold argument, but native levenshtein currently supports only
// two arguments.
.exclude("string Levenshtein distance")
.exclude("UTF-8 string validate")
.exclude("RegExpReplace throws the right exception when replace fails on a particular row")
// Native substr does not support BinaryType inputs.
.exclude("string / binary substring function")

enableSuite[AuronDataFrameAggregateSuite]
.disable("Native execution can crash in Spark 4")
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5 changes: 2 additions & 3 deletions auron-spark-tests/spark41/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala
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Expand Up @@ -41,11 +41,10 @@ class AuronSparkTestSettings extends SparkTestSettings {
enableSuite[AuronStringFunctionsSuite]
.exclude("string concat")
.exclude("string concat_ws")
// Spark 4 adds the threshold argument, but native levenshtein currently supports only
// two arguments.
.exclude("string Levenshtein distance")
.exclude("UTF-8 string validate")
.exclude("RegExpReplace throws the right exception when replace fails on a particular row")
// Native substr does not support BinaryType inputs.
.exclude("string / binary substring function")

enableSuite[AuronDataFrameAggregateSuite]
.disable("Native execution can crash in Spark 4")
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3 changes: 2 additions & 1 deletion native-engine/auron-planner/proto/auron.proto
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Expand Up @@ -283,7 +283,8 @@ enum ScalarFunction {
Hex=66;
Power=67;
IsNaN=69;
Levenshtein=80;
reserved 80;
reserved "Levenshtein";
FindInSet=81;
Nvl=82;
Nvl2=83;
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3 changes: 1 addition & 2 deletions native-engine/auron-planner/src/planner.rs
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Expand Up @@ -1313,8 +1313,7 @@ impl From<protobuf::ScalarFunction> for Arc<ScalarUDF> {
ScalarFunction::Rpad => f::unicode::rpad(),
ScalarFunction::SplitPart => f::string::split_part(),
ScalarFunction::StartsWith => f::string::starts_with(),
ScalarFunction::Levenshtein => f::string::levenshtein(),

// ScalarFunction::Levenshtein => f::string::levenshtein(),
ScalarFunction::FindInSet => f::unicode::find_in_set(),
ScalarFunction::Strpos => f::unicode::strpos(),
ScalarFunction::Substr => f::unicode::substr(),
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1 change: 1 addition & 0 deletions native-engine/datafusion-ext-functions/src/lib.rs
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Expand Up @@ -76,6 +76,7 @@ pub fn create_auron_ext_function(
"Spark_StringLower" => Arc::new(spark_strings::string_lower),
"Spark_StringUpper" => Arc::new(spark_strings::string_upper),
"Spark_Substring" => Arc::new(spark_strings::spark_substring),
"Spark_Levenshtein" => Arc::new(spark_strings::spark_levenshtein),
"Spark_InitCap" => Arc::new(spark_initcap::string_initcap),
"Spark_Year" => Arc::new(spark_dates::spark_year),
"Spark_Month" => Arc::new(spark_dates::spark_month),
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