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Make a Delta SQL conf for DeltaLog cache size #2568

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3 changes: 3 additions & 0 deletions build.sbt
Original file line number Diff line number Diff line change
Expand Up @@ -79,6 +79,7 @@ lazy val commonSettings = Seq(
"-Dspark.databricks.delta.snapshotPartitions=2",
"-Dspark.sql.shuffle.partitions=5",
"-Ddelta.log.cacheSize=3",
"-Dspark.databricks.delta.delta.log.cacheSize=3",
"-Dspark.sql.sources.parallelPartitionDiscovery.parallelism=5",
"-Xmx1024m"
),
Expand Down Expand Up @@ -144,6 +145,7 @@ lazy val spark = (project in file("spark"))
"-Dspark.databricks.delta.snapshotPartitions=2",
"-Dspark.sql.shuffle.partitions=5",
"-Ddelta.log.cacheSize=3",
"-Dspark.databricks.delta.delta.log.cacheSize=3",
"-Dspark.sql.sources.parallelPartitionDiscovery.parallelism=5",
"-Xmx1024m"
),
Expand Down Expand Up @@ -201,6 +203,7 @@ lazy val contribs = (project in file("contribs"))
"-Dspark.databricks.delta.snapshotPartitions=2",
"-Dspark.sql.shuffle.partitions=5",
"-Ddelta.log.cacheSize=3",
"-Dspark.databricks.delta.delta.log.cacheSize=3",
"-Dspark.sql.sources.parallelPartitionDiscovery.parallelism=5",
"-Xmx1024m"
),
Expand Down
1 change: 1 addition & 0 deletions python/delta/testing/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@ def conf(cls) -> SparkConf:
_conf.set("spark.databricks.delta.snapshotPartitions", "2")
_conf.set("spark.sql.shuffle.partitions", "5")
_conf.set("delta.log.cacheSize", "3")
_conf.set("spark.databricks.delta.delta.log.cacheSize", "3")
_conf.set("spark.sql.sources.parallelPartitionDiscovery.parallelism", "5")
_conf.set("spark.sql.extensions", "io.delta.sql.DeltaSparkSessionExtension")
_conf.set("spark.sql.catalog.spark_catalog",
Expand Down
70 changes: 50 additions & 20 deletions spark/src/main/scala/org/apache/spark/sql/delta/DeltaLog.scala
Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ import org.apache.spark.sql.delta.schema.{SchemaMergingUtils, SchemaUtils}
import org.apache.spark.sql.delta.sources._
import org.apache.spark.sql.delta.storage.LogStoreProvider
import org.apache.spark.sql.delta.util.FileNames
import com.google.common.cache.{CacheBuilder, RemovalNotification}
import com.google.common.cache.{Cache, CacheBuilder, RemovalNotification}
import org.apache.hadoop.conf.Configuration
import org.apache.hadoop.fs.{FileStatus, FileSystem, Path}

Expand Down Expand Up @@ -615,21 +615,42 @@ object DeltaLog extends DeltaLogging {
* We create only a single [[DeltaLog]] for any given `DeltaLogCacheKey` to avoid wasted work
* in reconstructing the log.
*/
private val deltaLogCache = {
val builder = CacheBuilder.newBuilder()
.expireAfterAccess(60, TimeUnit.MINUTES)
.removalListener((removalNotification: RemovalNotification[DeltaLogCacheKey, DeltaLog]) => {
val log = removalNotification.getValue
// TODO: We should use ref-counting to uncache snapshots instead of a manual timed op
try log.unsafeVolatileSnapshot.uncache() catch {
case _: java.lang.NullPointerException =>
// Various layers will throw null pointer if the RDD is already gone.
}
})
sys.props.get("delta.log.cacheSize")
.flatMap(v => Try(v.toLong).toOption)
.foreach(builder.maximumSize)
builder.build[DeltaLogCacheKey, DeltaLog]()
type CacheKey = (Path, Map[String, String])
private[delta] def getOrCreateCache(conf: SQLConf):
Cache[CacheKey, DeltaLog] = synchronized {
deltaLogCache match {
case Some(c) => c
case None =>
val builder = createCacheBuilder(conf)
.removalListener(
(removalNotification: RemovalNotification[DeltaLogCacheKey, DeltaLog]) => {
val log = removalNotification.getValue
// TODO: We should use ref-counting to uncache snapshots instead of a manual timed op
try log.unsafeVolatileSnapshot.uncache() catch {
case _: java.lang.NullPointerException =>
// Various layers will throw null pointer if the RDD is already gone.
}
})
deltaLogCache = Some(builder.build[CacheKey, DeltaLog]())
deltaLogCache.get
}
}

private var deltaLogCache: Option[Cache[CacheKey, DeltaLog]] = None

/**
* Helper to create delta log caches
*/
private def createCacheBuilder(conf: SQLConf): CacheBuilder[AnyRef, AnyRef] = {
val cacheRetention = conf.getConf(DeltaSQLConf.DELTA_LOG_CACHE_RETENTION_MINUTES)
val cacheSize = conf
.getConf(DeltaSQLConf.DELTA_LOG_CACHE_SIZE)
.max(sys.props.get("delta.log.cacheSize").map(_.toLong).getOrElse(0L))

CacheBuilder
.newBuilder()
.expireAfterAccess(cacheRetention, TimeUnit.MINUTES)
.maximumSize(cacheSize)
}


Expand Down Expand Up @@ -787,7 +808,8 @@ object DeltaLog extends DeltaLogging {
// - Different `authority` (e.g., different user tokens in the path)
// - Different mount point.
try {
deltaLogCache.get(path -> fileSystemOptions, () => {
getOrCreateCache(spark.sessionState.conf)
.get(path -> fileSystemOptions, () => {
createDeltaLog()
}
)
Expand All @@ -801,7 +823,7 @@ object DeltaLog extends DeltaLogging {
if (Option(deltaLog.sparkContext.get).map(_.isStopped).getOrElse(true)) {
// Invalid the cached `DeltaLog` and create a new one because the `SparkContext` of the cached
// `DeltaLog` has been stopped.
deltaLogCache.invalidate(path -> fileSystemOptions)
getOrCreateCache(spark.sessionState.conf).invalidate(path -> fileSystemOptions)
getDeltaLogFromCache()
} else {
deltaLog
Expand All @@ -819,6 +841,7 @@ object DeltaLog extends DeltaLogging {
// scalastyle:on deltahadoopconfiguration
val path = fs.makeQualified(rawPath)

val deltaLogCache = getOrCreateCache(spark.sessionState.conf)
if (spark.sessionState.conf.getConf(
DeltaSQLConf.LOAD_FILE_SYSTEM_CONFIGS_FROM_DATAFRAME_OPTIONS)) {
// We rely on the fact that accessing the key set doesn't modify the entry access time. See
Expand All @@ -841,12 +864,19 @@ object DeltaLog extends DeltaLogging {
}

def clearCache(): Unit = {
deltaLogCache.invalidateAll()
deltaLogCache.foreach(_.invalidateAll())
}

/** Unset the caches. Exposing for testing */
private[delta] def unsetCache(): Unit = {
synchronized {
deltaLogCache = None
}
}

/** Return the number of cached `DeltaLog`s. Exposing for testing */
private[delta] def cacheSize: Long = {
deltaLogCache.size()
deltaLogCache.map(_.size()).getOrElse(0L)
}

/**
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -1607,6 +1607,18 @@ trait DeltaSQLConfBase {
)
.createWithDefault(4)

val DELTA_LOG_CACHE_SIZE = buildConf("delta.log.cacheSize")
.internal()
.doc("The maximum number of DeltaLog instances to cache in memory.")
.longConf
.createWithDefault(10000)

val DELTA_LOG_CACHE_RETENTION_MINUTES = buildConf("delta.log.cacheRetentionMinutes")
.internal()
.doc("The rentention duration of DeltaLog instances in the cache")
.timeConf(TimeUnit.MINUTES)
.createWithDefault(60)

//////////////////
// Delta Sharing
//////////////////
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -643,4 +643,34 @@ class DeltaLogSuite extends QueryTest
assert(e.getMessage.contains("FAILFAST"))
}
}

test("DeltaLog cache size should honor config limit") {
def assertCacheSize(expected: Long): Unit = {
for (_ <- 1 to 6) {
withTempDir(dir => {
val path = dir.getCanonicalPath
spark.range(10).write.format("delta").mode("append").save(path)
})
}
assert(DeltaLog.cacheSize === expected)
}
DeltaLog.unsetCache()
withSQLConf(DeltaSQLConf.DELTA_LOG_CACHE_SIZE.key -> "4") {
assertCacheSize(4)
DeltaLog.unsetCache()
// the larger of SQLConf and env var is adopted
try {
System.getProperties.setProperty("delta.log.cacheSize", "5")
assertCacheSize(5)
} finally {
System.getProperties.remove("delta.log.cacheSize")
}
}

// assert timeconf returns correct value
withSQLConf(DeltaSQLConf.DELTA_LOG_CACHE_RETENTION_MINUTES.key -> "100") {
assert(spark.sessionState.conf.getConf(
DeltaSQLConf.DELTA_LOG_CACHE_RETENTION_MINUTES) === 100)
}
}
}
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