From a3ec7324d2f35336ad6b03398b46afd88a1a17e6 Mon Sep 17 00:00:00 2001
From: Benjamin Trent <4357155+benwtrent@users.noreply.github.com>
Date: Wed, 28 Jul 2021 11:31:18 -0400
Subject: [PATCH] [ML] fix count ks test aggregator test consistency
 testKsTest_LowerTailedValues is failing due to distribution issues. The
 random variables in the sparse case are too uniform and causing two-sided
 alternative tests to not be consistent.

closes #74909
---
 .../ml/aggs/kstest/BucketCountKSTestAggregatorTests.java      | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/x-pack/plugin/ml/src/test/java/org/elasticsearch/xpack/ml/aggs/kstest/BucketCountKSTestAggregatorTests.java b/x-pack/plugin/ml/src/test/java/org/elasticsearch/xpack/ml/aggs/kstest/BucketCountKSTestAggregatorTests.java
index 50852dbfcaeeb..424cc52beb680 100644
--- a/x-pack/plugin/ml/src/test/java/org/elasticsearch/xpack/ml/aggs/kstest/BucketCountKSTestAggregatorTests.java
+++ b/x-pack/plugin/ml/src/test/java/org/elasticsearch/xpack/ml/aggs/kstest/BucketCountKSTestAggregatorTests.java
@@ -32,8 +32,8 @@ public class BucketCountKSTestAggregatorTests extends ESTestCase {
         new double[] { 40, 60, 20, 30, 30, 10, 10, 10, 10, 10 }
     );
     private static final MlAggsHelper.DoubleBucketValues LOWER_TAILED_VALUES_SPARSE = new MlAggsHelper.DoubleBucketValues(
-        new long[] { 4, 6, 2, 3, 3, 2, 1, 1, 1, 1 },
-        new double[] { 4, 6, 2, 3, 3, 2, 1, 1, 1, 1 }
+        new long[] { 4, 8, 2, 3, 3, 2, 1, 1, 1, 0 },
+        new double[] { 4, 8, 2, 3, 3, 2, 1, 1, 1, 0 }
     );
 
     private static final MlAggsHelper.DoubleBucketValues UPPER_TAILED_VALUES = new MlAggsHelper.DoubleBucketValues(