Device syncronize prior to freeing a set of RapidsBuffer (NVIDIA#8936)

* Device syncronize prior to freeing a set of RapidsBuffer Signed-off-by: Alessandro Bellina <[email protected]> Co-authored-by: Jason Lowe <[email protected]> --------- Signed-off-by: Alessandro Bellina <[email protected]> Co-authored-by: Jason Lowe <[email protected]>
jlowe · Aug 8, 2023 · 6c50e8d · 6c50e8d
1 parent 7d2ce0f
commit 6c50e8d
Showing 1 changed file with 45 additions and 21 deletions.
diff --git a/sql-plugin/src/main/scala/com/nvidia/spark/rapids/RapidsBufferCatalog.scala b/sql-plugin/src/main/scala/com/nvidia/spark/rapids/RapidsBufferCatalog.scala
@@ -19,6 +19,8 @@ package com.nvidia.spark.rapids
 import java.util.concurrent.ConcurrentHashMap
 import java.util.function.BiFunction
 
+import scala.collection.mutable.ArrayBuffer
+
 import ai.rapids.cudf.{ContiguousTable, Cuda, DeviceMemoryBuffer, NvtxColor, NvtxRange, Rmm, Table}
 import com.nvidia.spark.rapids.Arm.{closeOnExcept, withResource}
 import com.nvidia.spark.rapids.RapidsBufferCatalog.getExistingRapidsBufferAndAcquire
@@ -518,29 +520,47 @@ class RapidsBufferCatalog(
         // If the store has 0 spillable bytes left, it has exhausted.
         var exhausted = false
 
-        while (!exhausted && !rmmShouldRetryAlloc &&
+        val buffersToFree = new ArrayBuffer[RapidsBuffer]()
+        try {
+          while (!exhausted && !rmmShouldRetryAlloc &&
             store.currentSpillableSize > targetTotalSize) {
-          val mySpillCount = spillCount
-          synchronized {
-            if (spillCount == mySpillCount) {
-              spillCount += 1
-              val nextSpillable = store.nextSpillable()
-              if (nextSpillable != null) {
-                // we have a buffer (nextSpillable) to spill
-                spillAndFreeBuffer(nextSpillable, spillStore, stream)
-                totalSpilled += nextSpillable.getMemoryUsedBytes
+            val mySpillCount = spillCount
+            synchronized {
+              if (spillCount == mySpillCount) {
+                spillCount += 1
+                val nextSpillable = store.nextSpillable()
+                if (nextSpillable != null) {
+                  // we have a buffer (nextSpillable) to spill
+                  // spill it and store it in `buffersToFree` to
+                  // free all in one go after a synchronize.
+                  spillBuffer(nextSpillable, spillStore, stream)
+                    .foreach(buffersToFree.append(_))
+                  totalSpilled += nextSpillable.getMemoryUsedBytes
+                }
+              } else {
+                rmmShouldRetryAlloc = true
               }
-            } else {
-              rmmShouldRetryAlloc = true
             }
-          }
-          if (!rmmShouldRetryAlloc && totalSpilled <= 0) {
-            // we didn't spill in this iteration, exit loop
-            exhausted = true
-            logWarning("Unable to spill enough to meet request. " +
+            if (!rmmShouldRetryAlloc && totalSpilled <= 0) {
+              // we didn't spill in this iteration, exit loop
+              exhausted = true
+              logWarning("Unable to spill enough to meet request. " +
                 s"Total=${store.currentSize} " +
                 s"Spillable=${store.currentSpillableSize} " +
                 s"Target=$targetTotalSize")
+            }
+          }
+        } finally {
+          if (buffersToFree.nonEmpty) {
+            // This is a hack in order to completely synchronize with the GPU before we free
+            // a buffer. It is necessary because of non-synchronous cuDF calls that could fall
+            // behind where the CPU is. Freeing a rapids buffer in these cases needs to wait for
+            // all launched GPU work, otherwise crashes or data corruption could occur.
+           // A more performant implementation would be to synchronize on the thread that read
+           // the buffer via events.
+            // https://github.com/NVIDIA/spark-rapids/issues/8610
+            Cuda.deviceSynchronize()
+            buffersToFree.safeFree()
           }
         }
       }
@@ -557,12 +577,13 @@ class RapidsBufferCatalog(
 
   /**
    * Given a specific `RapidsBuffer` spill it to `spillStore`
+   * @return the buffer, if successfully spilled, in order for the caller to free it
    * @note called with catalog lock held
    */
-  private def spillAndFreeBuffer(
+  private def spillBuffer(
       buffer: RapidsBuffer,
       spillStore: RapidsBufferStore,
-      stream: Cuda.Stream): Unit = {
+      stream: Cuda.Stream): Option[RapidsBuffer] = {
     if (buffer.addReference()) {
       withResource(buffer) { _ =>
         logDebug(s"Spilling $buffer ${buffer.id} to ${spillStore.name}")
@@ -584,8 +605,11 @@ class RapidsBufferCatalog(
       }
       // we can now remove the old tier linkage
       removeBufferTier(buffer.id, buffer.storageTier)
-      // and free
-      buffer.safeFree()
+
+      // return the buffer
+      Some(buffer)
+    } else {
+      None
     }
   }