[SPARK-14298][ML][MLLIB] Add unit test for EM LDA disable checkpointing

## What changes were proposed in this pull request?
This is follow up for #12089, add unit test for EM LDA which test disable checkpointing when set ```checkpointInterval = -1```.
## How was this patch tested?
unit test.

cc jkbradley

Author: Yanbo Liang <ybliang8@gmail.com>

Closes #12286 from yanboliang/spark-14298-followup.

1 files changed, 11 insertions, 0 deletions

diff --git a/mllib/src/test/scala/org/apache/spark/ml/clustering/LDASuite.scala b/mllib/src/test/scala/org/apache/spark/ml/clustering/LDASuite.scala
index ee8eae8f69..17d6e9fc2e 100644
--- a/mllib/src/test/scala/org/apache/spark/ml/clustering/LDASuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/ml/clustering/LDASuite.scala
@@ -289,4 +289,15 @@ class LDASuite extends SparkFunSuite with MLlibTestSparkContext with DefaultRead
 
     assert(model.getCheckpointFiles.isEmpty)
   }
+
+  test("EM LDA disable checkpointing") {
+    // Checkpoint dir is set by MLlibTestSparkContext
+    val lda = new LDA().setK(2).setSeed(1).setOptimizer("em").setMaxIter(3)
+      .setCheckpointInterval(-1)
+    val model_ = lda.fit(dataset)
+    assert(model_.isInstanceOf[DistributedLDAModel])
+    val model = model_.asInstanceOf[DistributedLDAModel]
+
+    assert(model.getCheckpointFiles.isEmpty)
+  }
 }