bozhang2820 commented on a change in pull request #33763:
URL: https://github.com/apache/spark/pull/33763#discussion_r695428238



##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/MicroBatchExecution.scala
##########
@@ -382,6 +413,23 @@ class MicroBatchExecution(
 
     // Generate a map from each unique source to the next available offset.
     val (nextOffsets, recentOffsets) = uniqueSources.toSeq.map {
+      case (s: FakeLatestOffsetSupportsTriggerAvailableNow, limit) =>
+        val originalSource = originalSources.getOrElse(s, throw new 
IllegalStateException(

Review comment:
       For that we would have to wrap sources in the logical plan... I think 
having the wrapped sources only in `MicroBatchExecution.uniqueSources` is a 
less intrusive and safer change. What do you think?
   
   I will also remove `originalSource` mapping and get the original source 
directly from the wrapped source instead.

##########
File path: sql/core/src/main/java/org/apache/spark/sql/streaming/Trigger.java
##########
@@ -20,6 +20,7 @@
 import java.util.concurrent.TimeUnit;
 
 import org.apache.spark.annotation.Evolving;
+import org.apache.spark.sql.execution.streaming.AvailableNowTrigger$;

Review comment:
       Will do.

##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/FakeLatestOffsetMicroBatchStream.scala
##########
@@ -0,0 +1,38 @@
+/*
+ * 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.execution.streaming
+
+import org.apache.spark.sql.connector.read.{InputPartition, 
PartitionReaderFactory}
+import org.apache.spark.sql.connector.read.streaming
+import org.apache.spark.sql.connector.read.streaming.MicroBatchStream
+
+/**
+ * This class wraps a [[MicroBatchStream]] and makes it supports 
Trigger.AvailableNow.
+ *
+ * See [[FakeLatestOffsetSupportsTriggerAvailableNow]] for more details.
+ */
+class FakeLatestOffsetMicroBatchStream(source: MicroBatchStream)
+  extends FakeLatestOffsetSupportsTriggerAvailableNow(source) with 
MicroBatchStream {
+
+  override def latestOffset(): streaming.Offset = source.latestOffset()

Review comment:
       Makes sense. Will do.

##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/FakeLatestOffsetSupportsTriggerAvailableNow.scala
##########
@@ -0,0 +1,85 @@
+/*
+ * 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.execution.streaming
+
+import org.apache.spark.internal.Logging
+import org.apache.spark.sql.connector.read.streaming.{MicroBatchStream, 
ReadLimit, SparkDataStream, SupportsAdmissionControl, 
SupportsTriggerAvailableNow}
+import org.apache.spark.sql.connector.read.streaming
+
+/**
+ * This class wraps a [[SparkDataStream]] and makes it support 
Trigger.AvailableNow, by
+ * overriding its [[latestOffset]] method to always return the latest offset 
when the method is
+ * first called. It is as if there is no new data coming in from the source 
after the first
+ * [[latestOffset]] call.
+ */
+class FakeLatestOffsetSupportsTriggerAvailableNow(source: SparkDataStream)

Review comment:
       I can do the rename here. For the places to wrap the sources let's have 
the discussion in the other thread.

##########
File path: 
sql/catalyst/src/main/java/org/apache/spark/sql/connector/read/streaming/SupportsTriggerAvailableNow.java
##########
@@ -0,0 +1,39 @@
+/*
+ * 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.connector.read.streaming;
+
+import org.apache.spark.annotation.Evolving;
+
+/**
+ * An interface for streaming sources that supports running in 
Trigger.AvailableNow mode, which
+ * will process all the available data at the beginning of the query in 
(possibly) multiple batches.
+ *
+ * This mode will have better scalability comparing to Trigger.Once mode.
+ */
+@Evolving

Review comment:
       Will do.




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