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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2022/10/05 20:08:44 UTC

[GitHub] [spark] mposdev21 commented on a diff in pull request #37972: [WIP] : Protobuf support for Spark - from_proto AND to_proto

mposdev21 commented on code in PR #37972:
URL: https://github.com/apache/spark/pull/37972#discussion_r986036549


##########
connector/protobuf/src/main/scala/org/apache/spark/sql/protobuf/ProtobufDataToCatalyst.scala:
##########
@@ -0,0 +1,149 @@
+/*
+ * 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.
+ */
+package org.apache.spark.sql.protobuf
+
+import scala.collection.JavaConverters._
+import scala.util.control.NonFatal
+
+import com.google.protobuf.DynamicMessage
+
+import org.apache.spark.SparkException
+import org.apache.spark.sql.AnalysisException
+import org.apache.spark.sql.catalyst.expressions.{ExpectsInputTypes, Expression, SpecificInternalRow, UnaryExpression}
+import org.apache.spark.sql.catalyst.expressions.codegen.{CodegenContext, CodeGenerator, ExprCode}
+import org.apache.spark.sql.catalyst.util.{FailFastMode, ParseMode, PermissiveMode}
+import org.apache.spark.sql.protobuf.utils.{ProtobufOptions, ProtobufUtils, SchemaConverters}
+import org.apache.spark.sql.types.{AbstractDataType, BinaryType, DataType, StructType}
+
+private[protobuf] case class ProtobufDataToCatalyst(child: Expression, descFilePath: String,
+                                                 messageName: String,
+                                                 options: Map[String, String])
+  extends UnaryExpression with ExpectsInputTypes {
+
+  override def inputTypes: Seq[AbstractDataType] = Seq(BinaryType)
+
+  override lazy val dataType: DataType = {
+    val dt = SchemaConverters.toSqlType(expectedSchema).dataType
+    parseMode match {
+      // With PermissiveMode, the output Catalyst row might contain columns of null values for
+      // corrupt records, even if some of the columns are not nullable in the user-provided schema.
+      // Therefore we force the schema to be all nullable here.
+      case PermissiveMode => dt.asNullable
+      case _ => dt
+    }
+  }
+
+  override def nullable: Boolean = true
+
+  private lazy val protobufOptions = ProtobufOptions(options)
+
+  @transient private lazy val expectedSchema =

Review Comment:
   Currently we are using --files to carry the descriptor file across all the executors. Could you elaborate on what you mean by carrying the content ?



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