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SPRKSCL1175

org.apache.spark.sql.functions.udf

Message: The two-parameterudffunction is not supported in Snowpark. It should be converted into a single-parameterudffunction. Please check the documentation to learn how to manually modify the code to make it work in Snowpark.

Category: Conversion error.

Description

This issue appears when the SMA detects an use of the two-parameter org.apache.spark.sql.functions.udf function in the source code, because Snowpark does not have an equivalent two-parameter udf function, then the output code might not compile.

Scenario

Input

Below is an example of the org.apache.spark.sql.functions.udf function that generates this EWI. In this example, the udf function has two parameters.

val myFuncUdf = udf(new UDF1[String, Integer] {
  override def call(s: String): Integer = s.length()
}, IntegerType)

Output

The SMA adds the EWI SPRKSCL1175 to the output code to let you know that the udf function is not supported, because it has two parameters.

/*EWI: SPRKSCL1175 => The two-parameter udf function is not supported in Snowpark. It should be converted into a single-parameter udf function. Please check the documentation to learn how to manually modify the code to make it work in Snowpark.*/
val myFuncUdf = udf(new UDF1[String, Integer] {
  override def call(s: String): Integer = s.length()
}, IntegerType)

Recommended fix

Snowpark only supports the single-parameter udf function (without the return type parameter), so you should convert your two-parameter udf function into a single-parameter udf function in order to make it work in Snowpark.

For example, for the sample code mentioned above, you would have to manually convert it into this:

val myFuncUdf = udf((s: String) => s.length())

Please note that there are some caveats about creating udf in Snowpark that might require you to make some additional manual changes to your code. Please check this other recommendations here related with creating single-parameter udf functions in Snowpark for more details.

Additional recommendations

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