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[GitHub] [spark] c21 opened a new pull request #34103: [SPARK-32712][SQL] Support to write Hive bucketed table (Hive file formats with Hive hash)
c21 opened a new pull request #34103:
URL: https://github.com/apache/spark/pull/34103
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### What changes were proposed in this pull request?
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This is to support writing Hive bucketed table with Hive file formats (the code path for Hive table write - `InsertIntoHiveTable`). The bucketed table is partitioned with Hive hash, same as Hive, Presto and Trino.
### Why are the changes needed?
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To make Spark write other-SQL-engines-compatible bucketed table. Same motivation as https://github.com/apache/spark/pull/33432 .
### Does this PR introduce _any_ user-facing change?
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Yes. Before this PR, writing to these Hive bucketed table would throw an exception in Spark if config "hive.enforce.bucketing" or "hive.enforce.sorting" set to true. After this PR, writing to these Hive bucketed table would succeed. The table can be read back by Presto and Trino efficiently as other Hive bucketed table.
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Modified unit test in `BucketedWriteWithHiveSupportSuite.scala`, to verify bucket file names and each row in each bucket is written properly.
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[GitHub] [spark] c21 commented on a change in pull request #34103: [SPARK-32712][SQL] Support to write Hive bucketed table (Hive file formats with Hive hash)
Posted by GitBox <gi...@apache.org>.
c21 commented on a change in pull request #34103:
URL: https://github.com/apache/spark/pull/34103#discussion_r715967575
##########
File path: sql/hive/src/test/scala/org/apache/spark/sql/sources/BucketedWriteWithHiveSupportSuite.scala
##########
@@ -48,29 +49,37 @@ class BucketedWriteWithHiveSupportSuite extends BucketedWriteSuite with TestHive
val table = "hive_bucketed_table"
fileFormatsToTest.foreach { format =>
- withTable(table) {
- sql(
- s"""
- |CREATE TABLE IF NOT EXISTS $table (i int, j string)
- |PARTITIONED BY(k string)
- |CLUSTERED BY (i, j) SORTED BY (i) INTO 8 BUCKETS
- |STORED AS $format
- """.stripMargin)
+ Seq("true", "false").foreach { enableConvertMetastore =>
+ withSQLConf(HiveUtils.CONVERT_METASTORE_PARQUET.key -> enableConvertMetastore,
+ HiveUtils.CONVERT_METASTORE_ORC.key -> enableConvertMetastore) {
+ withTable(table) {
+ sql(
+ s"""
+ |CREATE TABLE IF NOT EXISTS $table (i int, j string)
+ |PARTITIONED BY(k string)
+ |CLUSTERED BY (i, j) SORTED BY (i) INTO 8 BUCKETS
+ |STORED AS $format
+ """.stripMargin)
- val df =
- (0 until 50).map(i => (i % 13, i.toString, i % 5)).toDF("i", "j", "k")
- df.write.mode(SaveMode.Overwrite).insertInto(table)
+ val df =
+ (0 until 50).map(i => (i % 13, i.toString, i % 5)).toDF("i", "j", "k")
- for (k <- 0 until 5) {
- testBucketing(
- new File(tableDir(table), s"k=$k"),
- format,
- 8,
- Seq("i", "j"),
- Seq("i"),
- df,
- bucketIdExpression,
- getBucketIdFromFileName)
+ withSQLConf("hive.exec.dynamic.partition.mode" -> "nonstrict") {
Review comment:
This is added as Hive write code path enforces it - https://github.com/apache/spark/blob/master/sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/InsertIntoHiveTable.scala#L161 .
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URL: https://github.com/apache/spark/pull/34103#issuecomment-927211000
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] c21 commented on pull request #34103: [SPARK-32712][SQL] Support writing Hive bucketed table (Hive file formats with Hive hash)
Posted by GitBox <gi...@apache.org>.
c21 commented on pull request #34103:
URL: https://github.com/apache/spark/pull/34103#issuecomment-927523069
@cloud-fan - could you help take a look when you have time? Thanks.
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[GitHub] [spark] cloud-fan commented on pull request #34103: [SPARK-32712][SQL] Support writing Hive bucketed table (Hive file formats with Hive hash)
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on pull request #34103:
URL: https://github.com/apache/spark/pull/34103#issuecomment-927623548
thanks, merging to master!
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[GitHub] [spark] c21 commented on pull request #34103: [SPARK-32712][SQL] Support writing Hive bucketed table (Hive file formats with Hive hash)
Posted by GitBox <gi...@apache.org>.
c21 commented on pull request #34103:
URL: https://github.com/apache/spark/pull/34103#issuecomment-929511779
Thank you @cloud-fan for review!
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c21 commented on pull request #34103:
URL: https://github.com/apache/spark/pull/34103#issuecomment-929511779
Thank you @cloud-fan for review!
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[GitHub] [spark] SparkQA commented on pull request #34103: [SPARK-32712][SQL] Support writing Hive bucketed table (Hive file formats with Hive hash)
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #34103:
URL: https://github.com/apache/spark/pull/34103#issuecomment-926993578
Kubernetes integration test starting
URL: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder-K8s/48129/
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