codope commented on code in PR #9373:
URL: https://github.com/apache/hudi/pull/9373#discussion_r1285072066
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hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/functional/TestRecordLevelIndexWithSQL.scala:
##########
@@ -45,12 +52,71 @@ class TestRecordLevelIndexWithSQL extends
RecordLevelIndexTestBase {
validate = false)
createTempTable(hudiOpts)
- val reckey =
mergedDfList.last.limit(1).collect()(0).getAs("_row_key").toString
- spark.sql("select * from " + sqlTempTable + " where '" + reckey + "' =
_row_key").show(false)
+ testInQuery(hudiOpts)
+ testEqualToQuery(hudiOpts)
+ }
+
+ def testEqualToQuery(hudiOpts: Map[String, String]): Unit = {
+ val reckey = mergedDfList.last.limit(1).collect().map(row =>
row.getAs("_row_key").toString)
+ val dataFilter = EqualTo(attribute("_row_key"), Literal(reckey(0)))
+ assertEquals(1, spark.sql("select * from " + sqlTempTable + " where " +
dataFilter.sql).count())
+ verifyPruningFileCount(hudiOpts, dataFilter, 1)
+ }
+
+ def testInQuery(hudiOpts: Map[String, String]): Unit = {
+ var reckey = mergedDfList.last.limit(1).collect().map(row =>
row.getAs("_row_key").toString)
+ var dataFilter = In(attribute("_row_key"), reckey.map(l =>
literal(l)).toList)
+ assertEquals(1, spark.sql("select * from " + sqlTempTable + " where " +
dataFilter.sql).count())
+ var numFiles = if (isTableMOR()) 2 else 1
+ verifyPruningFileCount(hudiOpts, dataFilter, numFiles)
+
+ reckey = mergedDfList.last.limit(2).collect().map(row =>
row.getAs("_row_key").toString)
+ dataFilter = In(attribute("_row_key"), reckey.map(l => literal(l)).toList)
+ assertEquals(2, spark.sql("select * from " + sqlTempTable + " where " +
dataFilter.sql).count())
+ numFiles = if (isTableMOR()) 2 else 2
+ verifyPruningFileCount(hudiOpts, dataFilter, numFiles)
+ }
+
+ private def attribute(partition: String): AttributeReference = {
+ AttributeReference(partition, StringType, true)()
+ }
+
+ private def literal(value: String): Literal = {
+ Literal.create(value)
+ }
+
+ private def verifyPruningFileCount(opts: Map[String, String], dataFilter:
Expression, numFiles: Int): Unit = {
+ metaClient = HoodieTableMetaClient.reload(metaClient)
+ val fileIndex = HoodieFileIndex(spark, metaClient, None, opts + ("path" ->
basePath))
+ fileIndex.setIncludeLogFiles(isTableMOR())
+ val filteredPartitionDirectories = fileIndex.listFiles(Seq(),
Seq(dataFilter))
Review Comment:
While this is a good way to validate pruning, but we're running file index
again after the query. Test time is going to increase. Can we validate using
physical plan?
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