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Move test to StatisticsSuite
  • Loading branch information
wangyum committed Dec 3, 2017
commit 5b744e392a3c6cd2b575f85f10db34826303a2e5
Original file line number Diff line number Diff line change
Expand Up @@ -418,7 +418,7 @@ private[hive] class HiveClientImpl(
// Note that this statistics could be overridden by Spark's statistics if that's available.
val totalSize = properties.get(StatsSetupConst.TOTAL_SIZE).map(BigInt(_))
val rawDataSize = properties.get(StatsSetupConst.RAW_DATA_SIZE).map(BigInt(_))
val rowCount = properties.get(StatsSetupConst.ROW_COUNT).map(BigInt(_)).filter(_ > 0)
val rowCount = properties.get(StatsSetupConst.ROW_COUNT).map(BigInt(_))
// TODO: check if this estimate is valid for tables after partition pruning.
// NOTE: getting `totalSize` directly from params is kind of hacky, but this should be
// relatively cheap if parameters for the table are populated into the metastore.
Expand All @@ -430,9 +430,9 @@ private[hive] class HiveClientImpl(
// so when `totalSize` is zero, use `rawDataSize` instead. When `rawDataSize` is also zero,
// return None. Later, we will use the other ways to estimate the statistics.
if (totalSize.isDefined && totalSize.get > 0L) {
Some(CatalogStatistics(sizeInBytes = totalSize.get, rowCount = rowCount))
Some(CatalogStatistics(sizeInBytes = totalSize.get, rowCount = rowCount.filter(_ > 0)))
} else if (rawDataSize.isDefined && rawDataSize.get > 0) {
Some(CatalogStatistics(sizeInBytes = rawDataSize.get, rowCount = rowCount))
Some(CatalogStatistics(sizeInBytes = rawDataSize.get, rowCount = rowCount.filter(_ > 0)))
} else {
// TODO: still fill the rowCount even if sizeInBytes is empty. Might break anything?
None
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Original file line number Diff line number Diff line change
Expand Up @@ -1332,4 +1332,23 @@ class StatisticsSuite extends StatisticsCollectionTestBase with TestHiveSingleto
}

}

test("Deals with wrong Hive's statistics (zero rowCount)") {
withTable("maybe_big") {
sql("CREATE TABLE maybe_big (c1 bigint)" +
"TBLPROPERTIES ('numRows'='0', 'rawDataSize'='60000000000', 'totalSize'='8000000000000')")

val relation = spark.table("maybe_big").queryExecution.analyzed.children.head
.asInstanceOf[HiveTableRelation]

val properties = relation.tableMeta.ignoredProperties
assert(properties("totalSize").toLong > 0)
assert(properties("rawDataSize").toLong > 0)
assert(properties("numRows").toLong == 0)

assert(relation.stats.sizeInBytes > 0)
// May be cause OOM if rowCount == 0 when enables CBO, see SPARK-22626 for details.
assert(relation.stats.rowCount.isEmpty)
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -32,7 +32,7 @@ import org.apache.spark.sql.{AnalysisException, DataFrame, Row, SparkSession}
import org.apache.spark.sql.catalyst.expressions.Cast
import org.apache.spark.sql.catalyst.parser.ParseException
import org.apache.spark.sql.catalyst.plans.logical.Project
import org.apache.spark.sql.execution.joins.{BroadcastHashJoinExec, BroadcastNestedLoopJoinExec, BuildLeft}
import org.apache.spark.sql.execution.joins.BroadcastNestedLoopJoinExec
import org.apache.spark.sql.hive._
import org.apache.spark.sql.hive.test.TestHive
import org.apache.spark.sql.hive.test.TestHive._
Expand Down Expand Up @@ -1187,22 +1187,6 @@ class HiveQuerySuite extends HiveComparisonTest with SQLTestUtils with BeforeAnd
}
}
}

test("Wrong Hive table statistics may trigger OOM if enables join reorder in CBO") {
withTable("small", "big") {
sql("CREATE TABLE small (c1 bigint)" +
"TBLPROPERTIES ('numRows'='3', 'rawDataSize'='600','totalSize'='800')")
sql("CREATE TABLE big (c1 bigint)" +
"TBLPROPERTIES ('numRows'='0', 'rawDataSize'='60000000000', 'totalSize'='8000000000000')")

withSQLConf(SQLConf.CBO_ENABLED.key -> "true", SQLConf.JOIN_REORDER_ENABLED.key -> "true") {
val plan = sql("select * from small t1 join big t2 on (t1.c1 = t2.c1)")
.queryExecution.executedPlan
val buildSide = plan.children.head.asInstanceOf[BroadcastHashJoinExec].buildSide
assert(buildSide === BuildLeft)
}
}
}
}

// for SPARK-2180 test
Expand Down