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CompatibleRowEncoder.scala
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/*
* Copyright 2019 ABSA Group Limited
*
* Licensed 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.
*/
package za.co.absa.abris.examples.utils
import org.apache.spark.sql.{Encoder, Row}
import org.apache.spark.sql.types.StructType
import scala.util.Try
object CompatibleRowEncoder {
def apply(schema: StructType): Encoder[Row] = {
// Spark < 3.5.0
val rowEncoderTry = Try {
val rowEncoderClass = Class.forName("org.apache.spark.sql.catalyst.encoders.RowEncoder")
val applyMethod = rowEncoderClass.getMethod("apply", classOf[StructType])
applyMethod.invoke(null, schema).asInstanceOf[Encoder[Row]]
}
// Spark >= 3.5.0
rowEncoderTry.orElse(Try {
val encodersClass = Class.forName("org.apache.spark.sql.Encoders")
val rowMethod = encodersClass.getMethod("row", classOf[StructType])
rowMethod.invoke(null, schema).asInstanceOf[Encoder[Row]]
}).getOrElse {
throw new IllegalStateException("Neither RowEncoder.apply nor Encoders.row is available in the Spark version.")
}
}
}