Github user tedyu commented on a diff in the pull request: https://github.com/apache/spark/pull/12435#discussion_r60494228 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/FileStreamSinkLog.scala --- @@ -0,0 +1,278 @@ +/* + * 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.IOException +import java.nio.charset.StandardCharsets.UTF_8 + +import org.apache.hadoop.fs.{FileStatus, Path, PathFilter} +import org.json4s.NoTypeHints +import org.json4s.jackson.Serialization +import org.json4s.jackson.Serialization.{read, write} + +import org.apache.spark.sql.SQLContext +import org.apache.spark.sql.internal.SQLConf + +/** + * The status of a file outputted by [[FileStreamSink]]. A file is visible only if it appears in + * the sink log and its action is not "delete". + * + * @param path the file path. + * @param size the file size. + * @param isDir whether this file is a directory. + * @param modificationTime the file last modification time. + * @param blockReplication the block replication. + * @param blockSize the block size. + * @param action the file action. Must be either "add" or "delete". + */ +case class SinkFileStatus( + path: String, + size: Long, + isDir: Boolean, + modificationTime: Long, + blockReplication: Int, + blockSize: Long, + action: String) { + + def toFileStatus: FileStatus = { + new FileStatus(size, isDir, blockReplication, blockSize, modificationTime, new Path(path)) + } +} + +/** + * A special log for [[FileStreamSink]]. It will write one log file for each batch. The first line + * of the log file is the version number, and there are multiple JSON lines following. Each JSON + * line is a JSON format of [[SinkFileStatus]]. + * + * As reading from many small files is usually pretty slow, [[FileStreamSinkLog]] will compact log + * files every "spark.sql.sink.file.log.compactLen" batches into a big file. When doing a + * compaction, it will read all old log files and merge them with the new batch. During the + * compaction, it will also delete the files that are deleted (marked by [[SinkFileStatus.action]]). + * When the reader uses `allFiles` to list all files, this method only returns the visible files + * (drops the deleted files). + */ +class FileStreamSinkLog(sqlContext: SQLContext, path: String) + extends HDFSMetadataLog[Seq[SinkFileStatus]](sqlContext, path) { + + import FileStreamSinkLog._ + + private implicit val formats = Serialization.formats(NoTypeHints) + + /** + * If we delete the old files after compaction at once, there is a race condition in S3: other + * processes may see the old files are deleted but still cannot see the compaction file using + * "list". The `allFiles` handles this by looking for the next compaction file directly, however, + * a live lock may happen if the compaction happens too frequently: one processing keeps deleting + * old files while another one keeps retrying. Setting a reasonable cleanup delay could avoid it. + */ + private val fileCleanupDelayMs = sqlContext.getConf(SQLConf.FILE_SINK_LOG_CLEANUP_DELAY) + + private val isDeletingExpiredLog = sqlContext.getConf(SQLConf.FILE_SINK_LOG_DELETION) + + private val compactInterval = sqlContext.getConf(SQLConf.FILE_SINK_LOG_COMPACT_INTERVAL) + require(compactInterval > 0, + s"Please set ${SQLConf.FILE_SINK_LOG_COMPACT_INTERVAL.key} (was $compactInterval) " + + "to a positive value.") + + override def batchIdToPath(batchId: Long): Path = { + if (isCompactionBatch(batchId, compactInterval)) { + new Path(metadataPath, s"$batchId$COMPACT_FILE_SUFFIX") + } else { + new Path(metadataPath, batchId.toString) + } + } + + override def pathToBatchId(path: Path): Long = { + getBatchIdFromFileName(path.getName) + } + + override def isBatchFile(path: Path): Boolean = { + try { + getBatchIdFromFileName(path.getName) + true + } catch { + case _: NumberFormatException => false + } + } + + override def serialize(logData: Seq[SinkFileStatus]): Array[Byte] = { + (VERSION +: logData.map(write(_))).mkString("\n").getBytes(UTF_8) + } + + override def deserialize(bytes: Array[Byte]): Seq[SinkFileStatus] = { + val lines = new String(bytes, UTF_8).split("\n") + if (lines.length == 0) { + throw new IllegalStateException("Incomplete log file") + } + val version = lines(0) + if (version != VERSION) { + throw new IllegalStateException(s"Unknown log version: ${version}") + } + lines.toSeq.slice(1, lines.length).map(read[SinkFileStatus](_)) + } + + override def add(batchId: Long, logs: Seq[SinkFileStatus]): Boolean = { + if (isCompactionBatch(batchId, compactInterval)) { + compact(batchId, logs) + } else { + super.add(batchId, logs) + } + } + + /** + * Returns all files except the deleted ones. + */ + def allFiles(): Array[SinkFileStatus] = { + var latestId = getLatest().map(_._1).getOrElse(-1L) + // There is a race condition when `FileStreamSink` is deleting old files and `StreamFileCatalog` + // is calling this method. This loop will retry the reading to deal with the + // race condition. + while (true) { + if (latestId >= 0) { + val startId = getAllValidBatches(latestId, compactInterval)(0) + try { + val logs = get(Some(startId), Some(latestId)).flatMap(_._2) + return compactLogs(logs).toArray + } catch { + case e: IOException => + // Another process using `FileStreamSink` may delete the batch files when + // `StreamFileCatalog` are reading. However, it only happens when a compaction is + // deleting old files. If so, let's try the next compaction batch and we should find it. + // Otherwise, this is a real IO issue and we should throw it. + latestId = nextCompactionBatchId(latestId, compactInterval) + get(latestId).getOrElse { + throw e --- End diff -- Maybe include latestId in the exception message
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