diff --git a/pkgs/development/python-modules/pyspark/default.nix b/pkgs/development/python-modules/pyspark/default.nix
index 625041fd81b2..2e6f41aa2332 100644
--- a/pkgs/development/python-modules/pyspark/default.nix
+++ b/pkgs/development/python-modules/pyspark/default.nix
@@ -1,28 +1,39 @@
-{ buildPythonPackage, fetchPypi, lib, py4j }:
+{ lib
+, buildPythonPackage
+, fetchPypi
+, py4j
+}:
 
 buildPythonPackage rec {
   pname = "pyspark";
-  version = "3.1.2";
+  version = "3.2.0";
 
   src = fetchPypi {
     inherit pname version;
-    sha256 = "5e25ebb18756e9715f4d26848cc7e558035025da74b4fc325a0ebc05ff538e65";
+    sha256 = "bfea06179edbfb4bc76a0f470bd3c38e12f00e1023e3ad0373558d07cff102ab";
   };
 
   # pypandoc is broken with pandoc2, so we just lose docs.
   postPatch = ''
     sed -i "s/'pypandoc'//" setup.py
 
-    substituteInPlace setup.py --replace py4j==0.10.9 'py4j>=0.10.9,<0.11'
+    substituteInPlace setup.py \
+      --replace py4j==0.10.9.2 'py4j>=0.10.9,<0.11'
   '';
 
-  propagatedBuildInputs = [ py4j ];
+  propagatedBuildInputs = [
+    py4j
+  ];
 
-  # Tests assume running spark...
+  # Tests assume running spark instance
   doCheck = false;
 
+  pythonImportsCheck = [
+    "pyspark"
+  ];
+
   meta = with lib; {
-    description = "Apache Spark";
+    description = "Python bindings for Apache Spark";
     homepage = "https://github.com/apache/spark/tree/master/python";
     license = licenses.asl20;
     maintainers = [ maintainers.shlevy ];