Github user tdas commented on a diff in the pull request:
https://github.com/apache/spark/pull/12246#discussion_r59936839
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/UnsupportedOperationChecker.scala
---
@@ -0,0 +1,145 @@
+/*
+ * 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.catalyst.analysis
+
+import org.apache.spark.sql.AnalysisException
+import org.apache.spark.sql.catalyst.plans._
+import org.apache.spark.sql.catalyst.plans.logical._
+
+/**
+ * Analyzes the presence of unsupported operations in a logical plan.
+ */
+object UnsupportedOperationChecker {
+
+ def checkForBatch(plan: LogicalPlan): Unit = {
+ plan.foreachUp {
+ case p if p.isStreaming =>
+ throwError(
+ "Queries with streaming sources must be executed with
write.startStream()")(p)
+
+ case _ =>
+ }
+ }
+
+ def checkForStreaming(plan: LogicalPlan, outputMode: OutputMode): Unit =
{
+
+ if (!plan.isStreaming) {
+ throwError(
+ "Queries without streaming sources cannot be executed with
write.startStream()")(plan)
+ }
+
+ plan.foreachUp { implicit plan =>
+
+ // Operations that cannot exists anywhere in a streaming plan
+ plan match {
+
+ case _: Command =>
+ throwError("Commands like CreateTable*, AlterTable*, Show* are
not supported with " +
+ "streaming DataFrames/Datasets")
+
+ case _: InsertIntoTable =>
+ throwError("InsertIntoTable is not supported with streaming
DataFrames/Datasets")
+
+ case Aggregate(_, _, child) if child.isStreaming && outputMode ==
Append =>
+ throwError(
+ "Aggregations are not supported on streaming
DataFrames/Datasets in " +
+ "Append output mode. Consider changing output mode to
Update.")
+
+ case Join(left, right, joinType, _) =>
+
+ joinType match {
+
+ case Inner =>
+ if (left.isStreaming && right.isStreaming) {
+ throwError("Inner join between two streaming
DataFrames/Datasets is not supported")
+ }
+
+ case FullOuter =>
+ if (left.isStreaming || right.isStreaming) {
+ throwError("Full outer joins with streaming
DataFrames/Datasets are not supported")
+ }
+
+
+ case LeftOuter | LeftSemi | LeftAnti =>
+ if (right.isStreaming) {
+ throwError("Left outer/semi/anti joins with a streaming
DataFrame/Dataset " +
+ "on the right is not supported")
+ }
+
+ case RightOuter =>
+ if (left.isStreaming) {
+ throwError("Right outer join with a streaming
DataFrame/Dataset on the left is " +
+ "not supported")
+ }
+
+ case NaturalJoin(_) | UsingJoin(_, _) =>
+ // They should not appear in an analyzed plan.
+
+ case _ =>
+ throwError(s"Join type $joinType is not supported with
streaming DataFrame/Dataset")
+ }
+
+ case c: CoGroup if plan.children.exists(_.isStreaming) =>
+ throwError("CoGrouping between two streaming DataFrames/Datasets
is not supported")
+
+ case u: Union if u.children.count(_.isStreaming) == 1 =>
--- End diff --
Correction. I didnt realize that union can have multiple children, not just
two. Fixed the bug.
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