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[SPARK-40815][SQL] Add DelegateSymlinkTextInputFormat to workaround SymlinkTextInputSplit bug
#38277
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[SPARK-40815][SQL] Add DelegateSymlinkTextInputFormat to workaround SymlinkTextInputSplit bug
#38277
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| /* | ||
| * 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. | ||
| */ | ||
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| package org.apache.hadoop.hive.ql.io; | ||
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| import java.io.DataInput; | ||
| import java.io.DataOutput; | ||
| import java.io.IOException; | ||
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| import org.apache.hadoop.fs.ContentSummary; | ||
| import org.apache.hadoop.fs.Path; | ||
| import org.apache.hadoop.io.LongWritable; | ||
| import org.apache.hadoop.io.Text; | ||
| import org.apache.hadoop.mapred.FileSplit; | ||
| import org.apache.hadoop.mapred.InputSplit; | ||
| import org.apache.hadoop.mapred.JobConf; | ||
| import org.apache.hadoop.mapred.RecordReader; | ||
| import org.apache.hadoop.mapred.Reporter; | ||
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| /** | ||
| * Delegate for SymlinkTextInputFormat, created to address SPARK-40815. | ||
| * Fixes an issue where SymlinkTextInputFormat returns empty splits which could result in | ||
| * the correctness issue when "spark.hadoopRDD.ignoreEmptySplits" is enabled. | ||
| * | ||
| * In this class, we update the split start and length to match the target file input thus fixing | ||
| * the issue. | ||
| */ | ||
| @SuppressWarnings("deprecation") | ||
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| public class DelegateSymlinkTextInputFormat extends SymlinkTextInputFormat { | ||
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| public static class DelegateSymlinkTextInputSplit extends FileSplit { | ||
| private Path targetPath; // Path to the actual data file, not the symlink file. | ||
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| // Used for deserialisation. | ||
| public DelegateSymlinkTextInputSplit() { | ||
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| super((Path) null, 0, 0, (String[]) null); | ||
| targetPath = null; | ||
| } | ||
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| public DelegateSymlinkTextInputSplit(SymlinkTextInputSplit split) throws IOException { | ||
| // It is fine to set start and length to the target file split because | ||
| // SymlinkTextInputFormat maintains 1-1 mapping between SymlinkTextInputSplit and FileSplit. | ||
| super(split.getPath(), | ||
| split.getTargetSplit().getStart(), | ||
| split.getTargetSplit().getLength(), | ||
| split.getTargetSplit().getLocations()); | ||
| this.targetPath = split.getTargetSplit().getPath(); | ||
| } | ||
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| /** | ||
| * Returns target path. | ||
| * Visible for testing. | ||
| */ | ||
| public Path getTargetPath() { | ||
| return targetPath; | ||
| } | ||
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| /** | ||
| * Reconstructs the delegate input split. | ||
| */ | ||
| private SymlinkTextInputSplit getSplit() throws IOException { | ||
| return new SymlinkTextInputSplit( | ||
| getPath(), | ||
| new FileSplit(targetPath, getStart(), getLength(), getLocations()) | ||
| ); | ||
| } | ||
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| @Override | ||
| public void write(DataOutput out) throws IOException { | ||
| super.write(out); | ||
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| Text.writeString(out, (this.targetPath != null) ? this.targetPath.toString() : ""); | ||
| } | ||
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| @Override | ||
| public void readFields(DataInput in) throws IOException { | ||
| super.readFields(in); | ||
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| String target = Text.readString(in); | ||
| this.targetPath = (!target.isEmpty()) ? new Path(target) : null; | ||
| } | ||
| } | ||
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| @Override | ||
| public RecordReader<LongWritable, Text> getRecordReader( | ||
| InputSplit split, JobConf job, Reporter reporter) throws IOException { | ||
| InputSplit targetSplit = ((DelegateSymlinkTextInputSplit) split).getSplit(); | ||
| return super.getRecordReader(targetSplit, job, reporter); | ||
| } | ||
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| @Override | ||
| public InputSplit[] getSplits(JobConf job, int numSplits) throws IOException { | ||
| InputSplit[] splits = super.getSplits(job, numSplits); | ||
| for (int i = 0; i < splits.length; i++) { | ||
| SymlinkTextInputSplit split = (SymlinkTextInputSplit) splits[i]; | ||
| splits[i] = new DelegateSymlinkTextInputSplit(split); | ||
| } | ||
| return splits; | ||
| } | ||
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| @Override | ||
| public void configure(JobConf job) { | ||
| super.configure(job); | ||
| } | ||
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| @Override | ||
| public ContentSummary getContentSummary(Path p, JobConf job) throws IOException { | ||
| return super.getContentSummary(p, job); | ||
| } | ||
| } | ||
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@@ -17,12 +17,19 @@ | |
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| package org.apache.spark.sql.hive.execution | ||
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| import java.io.{ByteArrayInputStream, ByteArrayOutputStream, DataInputStream, DataOutputStream, File} | ||
| import java.nio.charset.StandardCharsets | ||
| import java.nio.file.Files | ||
| import java.sql.{Date, Timestamp} | ||
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| import org.apache.hadoop.fs.Path | ||
| import org.apache.hadoop.hive.ql.io.{DelegateSymlinkTextInputFormat, SymlinkTextInputFormat} | ||
| import org.apache.hadoop.mapred.FileSplit; | ||
| import org.apache.spark.internal.config.HADOOP_RDD_IGNORE_EMPTY_SPLITS | ||
| import org.apache.spark.sql.{QueryTest, Row} | ||
| import org.apache.spark.sql.hive.HiveUtils.{CONVERT_METASTORE_ORC, CONVERT_METASTORE_PARQUET} | ||
| import org.apache.spark.sql.hive.HiveUtils.{CONVERT_METASTORE_ORC, CONVERT_METASTORE_PARQUET, USE_DELEGATE_FOR_SYMLINK_TEXT_INPUT_FORMAT} | ||
| import org.apache.spark.sql.hive.test.TestHiveSingleton | ||
| import org.apache.spark.sql.internal.SQLConf.ORC_IMPLEMENTATION | ||
| import org.apache.spark.sql.internal.SQLConf.{ORC_IMPLEMENTATION} | ||
| import org.apache.spark.sql.test.SQLTestUtils | ||
| import org.apache.spark.tags.SlowHiveTest | ||
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@@ -218,4 +225,86 @@ class HiveSerDeReadWriteSuite extends QueryTest with SQLTestUtils with TestHiveS | |
| checkAnswer(spark.table("t1"), Seq(Row(Array("SPARK-34512", "HIVE-24797")))) | ||
| } | ||
| } | ||
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| test("SPARK-40815: DelegateSymlinkTextInputFormat serialization") { | ||
| def assertSerDe(split: DelegateSymlinkTextInputFormat.DelegateSymlinkTextInputSplit): Unit = { | ||
| val buf = new ByteArrayOutputStream() | ||
| val out = new DataOutputStream(buf) | ||
| try { | ||
| split.write(out) | ||
| } finally { | ||
| out.close() | ||
| } | ||
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| val res = new DelegateSymlinkTextInputFormat.DelegateSymlinkTextInputSplit() | ||
| val in = new DataInputStream(new ByteArrayInputStream(buf.toByteArray())) | ||
| try { | ||
| res.readFields(in) | ||
| } finally { | ||
| in.close() | ||
| } | ||
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| assert(split.getPath == res.getPath) | ||
| assert(split.getStart == res.getStart) | ||
| assert(split.getLength == res.getLength) | ||
| assert(split.getLocations.toSeq == res.getLocations.toSeq) | ||
| assert(split.getTargetPath == res.getTargetPath) | ||
| } | ||
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| assertSerDe( | ||
| new DelegateSymlinkTextInputFormat.DelegateSymlinkTextInputSplit( | ||
| new SymlinkTextInputFormat.SymlinkTextInputSplit( | ||
| new Path("file:/tmp/symlink"), | ||
| new FileSplit(new Path("file:/tmp/file"), 1L, 2L, Array[String]()) | ||
| ) | ||
| ) | ||
| ) | ||
| } | ||
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| test("SPARK-40815: Read SymlinkTextInputFormat") { | ||
|
Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This test fails in JDK 11 and 17 😢 |
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| withTable("t") { | ||
| withTempDir { root => | ||
| val dataPath = new File(root, "data") | ||
| val symlinkPath = new File(root, "symlink") | ||
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| spark.range(10).selectExpr("cast(id as string) as value") | ||
| .repartition(4).write.text(dataPath.getAbsolutePath) | ||
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| // Generate symlink manifest file. | ||
| val files = dataPath.listFiles().filter(_.getName.endsWith(".txt")) | ||
| assert(files.length > 0) | ||
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| symlinkPath.mkdir() | ||
| Files.write( | ||
| new File(symlinkPath, "symlink.txt").toPath, | ||
| files.mkString("\n").getBytes(StandardCharsets.UTF_8) | ||
| ) | ||
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| sql(s""" | ||
| CREATE TABLE t (id bigint) | ||
| STORED AS | ||
| INPUTFORMAT 'org.apache.hadoop.hive.ql.io.SymlinkTextInputFormat' | ||
| OUTPUTFORMAT 'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat' | ||
| LOCATION '${symlinkPath.getAbsolutePath}'; | ||
| """) | ||
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| checkAnswer( | ||
| sql("SELECT id FROM t ORDER BY id ASC"), | ||
| (0 until 10).map(Row(_)) | ||
| ) | ||
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| // Verify that with the flag disabled, we use the original SymlinkTextInputFormat | ||
| // which has the empty splits issue and therefore the result should be empty. | ||
| withSQLConf( | ||
| HADOOP_RDD_IGNORE_EMPTY_SPLITS.key -> "true", | ||
| USE_DELEGATE_FOR_SYMLINK_TEXT_INPUT_FORMAT.key -> "false") { | ||
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| checkAnswer( | ||
| sql("SELECT id FROM t ORDER BY id ASC"), | ||
| Seq.empty[Row] | ||
| ) | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
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nit: add
<p>for better formattingThere was a problem hiding this comment.
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Updated.