diff --git a/python/pyspark/install.py b/python/pyspark/install.py
index c2ae38e05c14d..4ed4d578eeb00 100644
--- a/python/pyspark/install.py
+++ b/python/pyspark/install.py
@@ -35,7 +35,6 @@
 DEFAULT_HIVE = "hive2.3"
 SUPPORTED_HADOOP_VERSIONS = ["hadoop3", "without-hadoop"]
 SUPPORTED_HIVE_VERSIONS = ["hive2.3"]
-UNSUPPORTED_COMBINATIONS = []  # type: ignore
 
 # Official ASF-controlled hosts serving release checksums. Integrity metadata
 # must come from these origins, never from a (community) mirror, so that a
diff --git a/python/pyspark/tests/test_install_spark.py b/python/pyspark/tests/test_install_spark.py
index 19332897d2c30..12c4d9c4e01bf 100644
--- a/python/pyspark/tests/test_install_spark.py
+++ b/python/pyspark/tests/test_install_spark.py
@@ -26,7 +26,6 @@
 from pyspark.install import (
     DEFAULT_HADOOP,
     DEFAULT_HIVE,
-    UNSUPPORTED_COMBINATIONS,
     _extract_tar,
     _parse_sha512_checksum,
     _verify_checksum,
@@ -190,14 +189,6 @@ def test_checked_versions(self):
         )
 
         # Negative test cases
-        for hadoop_version, hive_version in UNSUPPORTED_COMBINATIONS:
-            with self.assertRaisesRegex(RuntimeError, "Hive.*should.*Hadoop"):
-                checked_versions(
-                    spark_version=test_version,
-                    hadoop_version=hadoop_version,
-                    hive_version=hive_version,
-                )
-
         with self.assertRaisesRegex(RuntimeError, "Spark version should start with 'spark-'"):
             checked_versions(
                 spark_version="malformed", hadoop_version=DEFAULT_HADOOP, hive_version=DEFAULT_HIVE