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[SPARK-21786][SQL] When acquiring 'compressionCodecClassName' in 'ParquetOptions', parquet.compression
needs to be considered.
#20076
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Original file line number | Diff line number | Diff line change |
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@@ -19,6 +19,7 @@ package org.apache.spark.sql.execution.datasources.parquet | |
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import java.util.Locale | ||
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import org.apache.parquet.hadoop.ParquetOutputFormat | ||
import org.apache.parquet.hadoop.metadata.CompressionCodecName | ||
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import org.apache.spark.sql.catalyst.util.CaseInsensitiveMap | ||
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@@ -27,7 +28,7 @@ import org.apache.spark.sql.internal.SQLConf | |
/** | ||
* Options for the Parquet data source. | ||
*/ | ||
private[parquet] class ParquetOptions( | ||
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. Can we revive 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. Yes, It should be revived. Thanks. |
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class ParquetOptions( | ||
@transient private val parameters: CaseInsensitiveMap[String], | ||
@transient private val sqlConf: SQLConf) | ||
extends Serializable { | ||
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@@ -42,8 +43,15 @@ private[parquet] class ParquetOptions( | |
* Acceptable values are defined in [[shortParquetCompressionCodecNames]]. | ||
*/ | ||
val compressionCodecClassName: String = { | ||
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. Can we change 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. @HyukjinKwon Seems you're right. 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.
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. We could alternatively say 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.
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. So, change all 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. @gatorsmile @HyukjinKwon 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. Let's do Parquet and ORC ones here for now if that's also fine to @gatorsmile. |
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val codecName = parameters.getOrElse("compression", | ||
sqlConf.parquetCompressionCodec).toLowerCase(Locale.ROOT) | ||
// `compression`, `parquet.compression`(i.e., ParquetOutputFormat.COMPRESSION), and | ||
// `spark.sql.parquet.compression.codec` | ||
// are in order of precedence from highest to lowest. | ||
val parquetCompressionConf = parameters.get(ParquetOutputFormat.COMPRESSION) | ||
val codecName = parameters | ||
.get("compression") | ||
.orElse(parquetCompressionConf) | ||
.getOrElse(sqlConf.parquetCompressionCodec) | ||
.toLowerCase(Locale.ROOT) | ||
if (!shortParquetCompressionCodecNames.contains(codecName)) { | ||
val availableCodecs = | ||
shortParquetCompressionCodecNames.keys.map(_.toLowerCase(Locale.ROOT)) | ||
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@@ -0,0 +1,117 @@ | ||
/* | ||
* 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.spark.sql.execution.datasources.parquet | ||
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import java.io.File | ||
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import scala.collection.JavaConverters._ | ||
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import org.apache.hadoop.fs.Path | ||
import org.apache.parquet.hadoop.ParquetOutputFormat | ||
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import org.apache.spark.sql.internal.SQLConf | ||
import org.apache.spark.sql.test.SharedSQLContext | ||
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class ParquetCompressionCodecPrecedenceSuite extends ParquetTest with SharedSQLContext { | ||
test("Test `spark.sql.parquet.compression.codec` config") { | ||
Seq("NONE", "UNCOMPRESSED", "SNAPPY", "GZIP", "LZO").foreach { c => | ||
withSQLConf(SQLConf.PARQUET_COMPRESSION.key -> c) { | ||
val expected = if (c == "NONE") "UNCOMPRESSED" else c | ||
val option = new ParquetOptions(Map.empty[String, String], spark.sessionState.conf) | ||
assert(option.compressionCodecClassName == expected) | ||
} | ||
} | ||
} | ||
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test("[SPARK-21786] Test Acquiring 'compressionCodecClassName' for parquet in right order.") { | ||
// When "compression" is configured, it should be the first choice. | ||
withSQLConf(SQLConf.PARQUET_COMPRESSION.key -> "snappy") { | ||
val props = Map("compression" -> "uncompressed", ParquetOutputFormat.COMPRESSION -> "gzip") | ||
val option = new ParquetOptions(props, spark.sessionState.conf) | ||
assert(option.compressionCodecClassName == "UNCOMPRESSED") | ||
} | ||
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// When "compression" is not configured, "parquet.compression" should be the preferred choice. | ||
withSQLConf(SQLConf.PARQUET_COMPRESSION.key -> "snappy") { | ||
val props = Map(ParquetOutputFormat.COMPRESSION -> "gzip") | ||
val option = new ParquetOptions(props, spark.sessionState.conf) | ||
assert(option.compressionCodecClassName == "GZIP") | ||
} | ||
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// When both "compression" and "parquet.compression" are not configured, | ||
// spark.sql.parquet.compression.codec should be the right choice. | ||
withSQLConf(SQLConf.PARQUET_COMPRESSION.key -> "snappy") { | ||
val props = Map.empty[String, String] | ||
val option = new ParquetOptions(props, spark.sessionState.conf) | ||
assert(option.compressionCodecClassName == "SNAPPY") | ||
} | ||
} | ||
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private def getTableCompressionCodec(path: String): Seq[String] = { | ||
val hadoopConf = spark.sessionState.newHadoopConf() | ||
val codecs = for { | ||
footer <- readAllFootersWithoutSummaryFiles(new Path(path), hadoopConf) | ||
block <- footer.getParquetMetadata.getBlocks.asScala | ||
column <- block.getColumns.asScala | ||
} yield column.getCodec.name() | ||
codecs.distinct | ||
} | ||
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private def createTableWithCompression( | ||
tableName: String, | ||
isPartitioned: Boolean, | ||
compressionCodec: String, | ||
rootDir: File): Unit = { | ||
val options = | ||
s"""OPTIONS('path'='${rootDir.toURI.toString.stripSuffix("/")}/$tableName', | ||
|'parquet.compression'='$compressionCodec')""".stripMargin | ||
val partitionCreate = if (isPartitioned) "PARTITIONED BY (p)" else "" | ||
sql(s"""CREATE TABLE $tableName USING Parquet $options $partitionCreate | ||
|as select 1 as col1, 2 as p""".stripMargin) | ||
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} | ||
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private def checkCompressionCodec(compressionCodec: String, isPartitioned: Boolean): Unit = { | ||
withTempDir { tmpDir => | ||
val tempTableName = "TempParquetTable" | ||
withTable(tempTableName) { | ||
createTableWithCompression(tempTableName, isPartitioned, compressionCodec, tmpDir) | ||
val partitionPath = if (isPartitioned) "p=2" else "" | ||
val path = s"${tmpDir.getPath.stripSuffix("/")}/$tempTableName/$partitionPath" | ||
val realCompressionCodecs = getTableCompressionCodec(path) | ||
assert(realCompressionCodecs.forall(_ == compressionCodec)) | ||
} | ||
} | ||
} | ||
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test("Create parquet table with compression") { | ||
Seq(true, false).foreach { isPartitioned => | ||
Seq("UNCOMPRESSED", "SNAPPY", "GZIP").foreach { compressionCodec => | ||
checkCompressionCodec(compressionCodec, isPartitioned) | ||
} | ||
} | ||
} | ||
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test("Create table with unknown compression") { | ||
Seq(true, false).foreach { isPartitioned => | ||
val exception = intercept[IllegalArgumentException] { | ||
checkCompressionCodec("aa", isPartitioned) | ||
} | ||
assert(exception.getMessage.contains("Codec [aa] is not available")) | ||
} | ||
} | ||
} |
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