[SPARK-18675][SQL] CTAS for hive serde table should work for all hive versions

## What changes were proposed in this pull request?

Before hive 1.1, when inserting into a table, hive will create the staging directory under a common scratch directory. After the writing is finished, hive will simply empty the table directory and move the staging directory to it.

After hive 1.1, hive will create the staging directory under the table directory, and when moving staging directory to table directory, hive will still empty the table directory, but will exclude the staging directory there.

In `InsertIntoHiveTable`, we simply copy the code from hive 1.2, which means we will always create the staging directory under the table directory, no matter what the hive version is. This causes problems if the hive version is prior to 1.1, because the staging directory will be removed by hive when hive is trying to empty the table directory.

This PR copies the code from hive 0.13, so that we have 2 branches to create staging directory. If hive version is prior to 1.1, we'll go to the old style branch(i.e. create the staging directory under a common scratch directory), else, go to the new style branch(i.e. create the staging directory under the table directory)

## How was this patch tested?

new test

Author: Wenchen Fan <wenchen@databricks.com>

Closes #16104 from cloud-fan/hive-0.13.
This commit is contained in:
Wenchen Fan 2016-12-13 09:46:58 -08:00 committed by Yin Huai
parent 096f868b74
commit d53f18cae4
2 changed files with 77 additions and 14 deletions

View file

@ -22,7 +22,6 @@ import java.net.URI
import java.text.SimpleDateFormat
import java.util.{Date, Locale, Random}
import org.apache.hadoop.conf.Configuration
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.hive.common.FileUtils
import org.apache.hadoop.hive.ql.exec.TaskRunner
@ -86,6 +85,7 @@ case class InsertIntoHiveTable(
val hadoopConf = sessionState.newHadoopConf()
val stagingDir = hadoopConf.get("hive.exec.stagingdir", ".hive-staging")
val scratchDir = hadoopConf.get("hive.exec.scratchdir", "/tmp/hive")
private def executionId: String = {
val rand: Random = new Random
@ -93,7 +93,7 @@ case class InsertIntoHiveTable(
"hive_" + format.format(new Date) + "_" + Math.abs(rand.nextLong)
}
private def getStagingDir(inputPath: Path, hadoopConf: Configuration): Path = {
private def getStagingDir(inputPath: Path): Path = {
val inputPathUri: URI = inputPath.toUri
val inputPathName: String = inputPathUri.getPath
val fs: FileSystem = inputPath.getFileSystem(hadoopConf)
@ -121,21 +121,69 @@ case class InsertIntoHiveTable(
return dir
}
private def getExternalScratchDir(extURI: URI, hadoopConf: Configuration): Path = {
getStagingDir(new Path(extURI.getScheme, extURI.getAuthority, extURI.getPath), hadoopConf)
private def getExternalScratchDir(extURI: URI): Path = {
getStagingDir(new Path(extURI.getScheme, extURI.getAuthority, extURI.getPath))
}
def getExternalTmpPath(path: Path, hadoopConf: Configuration): Path = {
val extURI: URI = path.toUri
if (extURI.getScheme == "viewfs") {
getExtTmpPathRelTo(path.getParent, hadoopConf)
def getExternalTmpPath(path: Path): Path = {
import org.apache.spark.sql.hive.client.hive._
val hiveVersion = externalCatalog.asInstanceOf[HiveExternalCatalog].client.version
// Before Hive 1.1, when inserting into a table, Hive will create the staging directory under
// a common scratch directory. After the writing is finished, Hive will simply empty the table
// directory and move the staging directory to it.
// After Hive 1.1, Hive will create the staging directory under the table directory, and when
// moving staging directory to table directory, Hive will still empty the table directory, but
// will exclude the staging directory there.
// We have to follow the Hive behavior here, to avoid troubles. For example, if we create
// staging directory under the table director for Hive prior to 1.1, the staging directory will
// be removed by Hive when Hive is trying to empty the table directory.
if (hiveVersion == v12 || hiveVersion == v13 || hiveVersion == v14 || hiveVersion == v1_0) {
oldVersionExternalTempPath(path)
} else if (hiveVersion == v1_1 || hiveVersion == v1_2) {
newVersionExternalTempPath(path)
} else {
new Path(getExternalScratchDir(extURI, hadoopConf), "-ext-10000")
throw new IllegalStateException("Unsupported hive version: " + hiveVersion.fullVersion)
}
}
def getExtTmpPathRelTo(path: Path, hadoopConf: Configuration): Path = {
new Path(getStagingDir(path, hadoopConf), "-ext-10000") // Hive uses 10000
// Mostly copied from Context.java#getExternalTmpPath of Hive 0.13
def oldVersionExternalTempPath(path: Path): Path = {
val extURI: URI = path.toUri
val scratchPath = new Path(scratchDir, executionId)
var dirPath = new Path(
extURI.getScheme,
extURI.getAuthority,
scratchPath.toUri.getPath + "-" + TaskRunner.getTaskRunnerID())
try {
val fs: FileSystem = dirPath.getFileSystem(hadoopConf)
dirPath = new Path(fs.makeQualified(dirPath).toString())
if (!FileUtils.mkdir(fs, dirPath, true, hadoopConf)) {
throw new IllegalStateException("Cannot create staging directory: " + dirPath.toString)
}
fs.deleteOnExit(dirPath)
} catch {
case e: IOException =>
throw new RuntimeException("Cannot create staging directory: " + dirPath.toString, e)
}
dirPath
}
// Mostly copied from Context.java#getExternalTmpPath of Hive 1.2
def newVersionExternalTempPath(path: Path): Path = {
val extURI: URI = path.toUri
if (extURI.getScheme == "viewfs") {
getExtTmpPathRelTo(path.getParent)
} else {
new Path(getExternalScratchDir(extURI), "-ext-10000")
}
}
def getExtTmpPathRelTo(path: Path): Path = {
new Path(getStagingDir(path), "-ext-10000") // Hive uses 10000
}
private def saveAsHiveFile(
@ -172,7 +220,7 @@ case class InsertIntoHiveTable(
// instances within the closure, since Serializer is not serializable while TableDesc is.
val tableDesc = table.tableDesc
val tableLocation = table.hiveQlTable.getDataLocation
val tmpLocation = getExternalTmpPath(tableLocation, hadoopConf)
val tmpLocation = getExternalTmpPath(tableLocation)
val fileSinkConf = new FileSinkDesc(tmpLocation.toString, tableDesc, false)
val isCompressed = hadoopConf.get("hive.exec.compress.output", "false").toBoolean

View file

@ -26,13 +26,15 @@ import org.apache.hadoop.mapred.TextInputFormat
import org.apache.spark.SparkFunSuite
import org.apache.spark.internal.Logging
import org.apache.spark.sql.AnalysisException
import org.apache.spark.sql.{AnalysisException, Row}
import org.apache.spark.sql.catalyst.{FunctionIdentifier, TableIdentifier}
import org.apache.spark.sql.catalyst.analysis.NoSuchPermanentFunctionException
import org.apache.spark.sql.catalyst.catalog._
import org.apache.spark.sql.catalyst.expressions.{AttributeReference, EqualTo, Literal}
import org.apache.spark.sql.catalyst.util.quietly
import org.apache.spark.sql.hive.HiveUtils
import org.apache.spark.sql.hive.test.TestHiveSingleton
import org.apache.spark.sql.test.SQLTestUtils
import org.apache.spark.sql.types.IntegerType
import org.apache.spark.sql.types.StructType
import org.apache.spark.tags.ExtendedHiveTest
@ -45,7 +47,7 @@ import org.apache.spark.util.{MutableURLClassLoader, Utils}
* is not fully tested.
*/
@ExtendedHiveTest
class VersionsSuite extends SparkFunSuite with Logging {
class VersionsSuite extends SparkFunSuite with SQLTestUtils with TestHiveSingleton with Logging {
private val clientBuilder = new HiveClientBuilder
import clientBuilder.buildClient
@ -532,5 +534,18 @@ class VersionsSuite extends SparkFunSuite with Logging {
client.reset()
assert(client.listTables("default").isEmpty)
}
///////////////////////////////////////////////////////////////////////////
// End-To-End tests
///////////////////////////////////////////////////////////////////////////
test(s"$version: CREATE TABLE AS SELECT") {
withTable("tbl") {
spark.sql("CREATE TABLE tbl AS SELECT 1 AS a")
assert(spark.table("tbl").collect().toSeq == Seq(Row(1)))
}
}
// TODO: add more tests.
}
}