cloud-fan commented on a change in pull request #29067:
URL: https://github.com/apache/spark/pull/29067#discussion_r458064061



##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/columnar/CachedBatchSerializer.scala
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@@ -0,0 +1,291 @@
+/*
+ * 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.columnar
+
+import org.apache.spark.annotation.{DeveloperApi, Since}
+import org.apache.spark.internal.Logging
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.dsl.expressions._
+import org.apache.spark.sql.catalyst.expressions.{And, Attribute, 
AttributeReference, BindReferences, EqualNullSafe, EqualTo, Expression, 
GreaterThan, GreaterThanOrEqual, In, IsNotNull, IsNull, Length, LessThan, 
LessThanOrEqual, Literal, Or, Predicate, StartsWith}
+import org.apache.spark.sql.execution.SparkPlan
+import org.apache.spark.sql.execution.columnar.{ColumnStatisticsSchema, 
PartitionStatistics}
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.sql.types.{AtomicType, BinaryType, StructType}
+import org.apache.spark.sql.vectorized.ColumnarBatch
+
+/**
+ * Basic interface that all cached batches of data must support. This is 
primarily to allow
+ * for metrics to be handled outside of the encoding and decoding steps in a 
standard way.
+ */
+@DeveloperApi
+@Since("3.1.0")
+trait CachedBatch {
+  def numRows: Int
+  def sizeInBytes: Long
+}
+
+/**
+ * Provides APIs for compressing, filtering, and decompressing SQL data that 
will be
+ * persisted/cached.
+ */
+@DeveloperApi
+@Since("3.1.0")
+trait CachedBatchSerializer extends Serializable {

Review comment:
       `SparkPlan` is so internal and I'd like to try harder to avoid leaking 
it to the developer APIs.
   
   After all, the cache builder only needs an RDD (either contains rows or 
columnar batches). We should keep the plan execution inside Spark and only 
exchange data (RDD) with the plugins.




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