Github user marmbrus commented on a diff in the pull request:
https://github.com/apache/spark/pull/11625#discussion_r55740852
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/HDFSMetadataLog.scala
---
@@ -0,0 +1,168 @@
+/*
+* 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 java.io.{DataOutput, EOFException, IOException}
+import java.nio.ByteBuffer
+
+import scala.reflect.ClassTag
+
+import org.apache.hadoop.fs.{Path, PathFilter}
+
+import org.apache.spark.SparkException
+import org.apache.spark.serializer.JavaSerializer
+import org.apache.spark.sql.SQLContext
+import org.apache.spark.util.Utils
+
+/**
+ * A [[MetadataLog]] implementation based on HDFS. [[HDFSMetadataLog]]
uses the specified `path`
+ * as the metadata storage.
+ *
+ * There should only be one [[HDFSMetadataLog]] using `path` at the same
time. [[HDFSMetadataLog]]
+ * uses a file ".lock" in the directory to make sure there is always only
one user using `path`.
+ * When [[HDFSMetadataLog]] is created, it will create a ".lock" file. If
this step fails,
+ * [[HDFSMetadataLog]] will throw an exception saying there is someone
using the same directory.
+ * When [[HDFSMetadataLog]] is stopped, it will delete the ".lock" file.
+ *
+ * However, in extreme case, e.g., power outage, [[HDFSMetadataLog]] won't
be able to delete ".lock"
+ * file. Then [[HDFSMetadataLog]] cannot be created even if no one is
using the `path`. In such
+ * case, the user has to delete the lock file in the exception message to
restart their application.
+ *
+ * Note: [[HDFSMetadataLog]] doesn't support S3-like file systems as they
don't guarantee listing
+ * files in a directory always shows the latest files.
+ */
+class HDFSMetadataLog[T: ClassTag](sqlContext: SQLContext, path: String)
extends MetadataLog[T] {
+
+ private val metadataPath = new Path(path)
+ private val fs =
metadataPath.getFileSystem(sqlContext.sparkContext.hadoopConfiguration)
+ if (!fs.exists(metadataPath)) {
+ fs.mkdirs(metadataPath)
+ }
+
+ tryAcquireLock()
+
+ /**
+ * A `PathFilter` to filter only batch files
+ */
+ private val batchFilesFilter = new PathFilter {
+ override def accept(path: Path): Boolean = try {
+ path.getName.toLong
+ true
+ } catch {
+ case _: NumberFormatException => false
+ }
+ }
+
+ private val serializer = new
JavaSerializer(sqlContext.sparkContext.conf).newInstance()
+
+ private def tryAcquireLock(): Unit = {
+ val lockFile = new Path(metadataPath, ".lock")
+ fs.deleteOnExit(lockFile)
+ try {
+ // Must set overwrite to false otherwise HDFS allows multiple
clients to create the same file.
+ // When overwrite is false, the latter one will receive
FileAlreadyExistsException
+ fs.create(lockFile, false).close()
+ } catch {
+ case e: IOException =>
+ throw new SparkException(s"There are another user using $path.
Please check that. " +
+ s"If nobody is using it, please delete ${lockFile}", e)
+ }
+ }
+
+ private def batchFile(batchId: Long): Path = {
+ new Path(metadataPath, batchId.toString)
+ }
+
+ override def add(batchId: Long, metadata: T): Unit = {
+ get(batchId).getOrElse {
+ // Only write metadata when the batch has not yet been written.
+ val buffer = serializer.serialize(metadata)
+ val output = try {
+ fs.create(batchFile(batchId))
+ } catch {
+ case e: IOException if "java.lang.InterruptedException" ==
e.getMessage =>
--- End diff --
Should you be checking the `cause` instead of `getMessage`?
---
If your project is set up for it, you can reply to this email and have your
reply appear on GitHub as well. If your project does not have this feature
enabled and wishes so, or if the feature is enabled but not working, please
contact infrastructure at [email protected] or file a JIRA ticket
with INFRA.
---
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
