[GH-5676][GH-5679][GH-5619] Add support for Python 3.10 & 3.11

build.gradle

@@ -79,7 +79,7 @@ ext {
   docProjects = [project(':sparkling-water-doc')]
 
   scalaTestVersions = ['2.11': '2.2.1', '2.12': '3.0.8']
-  numpyVersions = ['2': '1.16.6', '3': '1.19.5']
+  numpyVersions = ['3.6': '1.19.5', '3.7': '1.19.5', 'default': '1.23.5']
 }
 
 def versionSpecificProps = new Properties()

gradle-spark3.0.properties

@@ -7,4 +7,4 @@ databricksVersion=7.3.x-cpu-ml-scala2.12
 fabricK8sClientVersion=4.9.2
 executorOverheadMemoryOption=spark.executor.memoryOverhead
 driverOverheadMemoryOption=spark.driver.memoryOverhead
-supportedPythonVersions=3.6 3.7 3.8 3.9
+supportedPythonVersions=3.6 3.7 3.8 3.9 3.10

gradle-spark3.1.properties

@@ -7,4 +7,4 @@ databricksVersion=9.1.x-cpu-ml-scala2.12
 fabricK8sClientVersion=4.12.0
 executorOverheadMemoryOption=spark.executor.memoryOverhead
 driverOverheadMemoryOption=spark.driver.memoryOverhead
-supportedPythonVersions=3.6 3.7 3.8 3.9
+supportedPythonVersions=3.6 3.7 3.8 3.9 3.10

gradle-spark3.2.properties

@@ -7,4 +7,4 @@ databricksVersion=10.4.x-cpu-ml-scala2.12
 fabricK8sClientVersion=5.4.1
 executorOverheadMemoryOption=spark.executor.memoryOverhead
 driverOverheadMemoryOption=spark.driver.memoryOverhead
-supportedPythonVersions=3.6 3.7 3.8 3.9
+supportedPythonVersions=3.6 3.7 3.8 3.9 3.10

gradle-spark3.3.properties

@@ -7,4 +7,4 @@ databricksVersion=11.0.x-cpu-ml-scala2.12
 fabricK8sClientVersion=5.12.2
 executorOverheadMemoryOption=spark.executor.memoryOverhead
 driverOverheadMemoryOption=spark.driver.memoryOverhead
-supportedPythonVersions=3.7 3.8 3.9
+supportedPythonVersions=3.7 3.8 3.9 3.10

gradle-spark3.4.properties

@@ -7,4 +7,4 @@ databricksVersion=13.0.x-cpu-ml-scala2.12
 fabricK8sClientVersion=6.4.1
 executorOverheadMemoryOption=spark.executor.memoryOverhead
 driverOverheadMemoryOption=spark.driver.memoryOverhead
-supportedPythonVersions=3.7 3.8 3.9
+supportedPythonVersions=3.7 3.8 3.9 3.10 3.11

gradle.properties

@@ -19,13 +19,13 @@ systemProp.org.gradle.internal.publish.checksums.insecure=true
 # Version of Terraform used in the script creating the docker image
 terraformVersion=0.12.25
 # Version of docker image used in Jenkins tests
-dockerImageVersion=80
+dockerImageVersion=83
 # Is this build nightly build
 isNightlyBuild=false
 # Supported Major Spark Versions
 supportedSparkVersions=2.3 2.4 3.0 3.1 3.2 3.3 3.4
 # The list of python environments used in automated tests
-pythonEnvironments=3.6 3.7 3.8 3.9
+pythonEnvironments=3.6 3.7 3.8 3.9 3.10 3.11
 # Select for which Spark version is Sparkling Water built by default
 spark=3.4
 # Sparkling Water Version

py-scoring/build.gradle

@@ -27,18 +27,19 @@ python {
   if (project.hasProperty("pythonPath")) {
     pythonPath project.findProperty("pythonPath").toString()
   }
-  def pythonMajorVersion = getPythonVersion().substring(0, 1)
-  def numpyVersion = numpyVersions.get(pythonMajorVersion)
+  String pythonVersion = getPythonVersion()
+  String pythonVersionWithoutPatchPart = pythonVersion.substring(0, pythonVersion.lastIndexOf('.'))
+  String numpyVersion = numpyVersions.get(pythonVersionWithoutPatchPart, numpyVersions.get("default"))
 
-  pip "pytz:2019.1" // Needed in Integration tests, but not PySparkling dependency
-  pip "pytest:4.6.9" // For running tests
+  pip "pytz:2023.3.post1" // Needed in Integration tests, but not PySparkling dependency
+  pip "pytest:6.2.5"
   pip "numpy:${numpyVersion}"
   pip "pyspark:${sparkVersion}"
   if (project.hasProperty("pythonEnvBasePath")) {
     // for CI as we use pre-cached environment
-    envPath "${project.findProperty("pythonEnvBasePath")}/${getPythonVersion()}/${sparkVersion}"
+    envPath "${project.findProperty("pythonEnvBasePath")}/${pythonVersion}/${sparkVersion}"
   } else {
-    envPath "${rootDir}/.gradle/python/${getPythonVersion()}/${sparkVersion}"
+    envPath "${rootDir}/.gradle/python/${pythonVersion}/${sparkVersion}"
   }
 }
 

py/build.gradle

@@ -28,13 +28,13 @@ python {
   if (project.hasProperty("pythonPath")) {
     pythonPath project.findProperty("pythonPath").toString()
   }
-  def pythonMajorVersion = getPythonVersion().substring(0, 1)
-  def numpyVersion = numpyVersions.get(pythonMajorVersion)
+  String pythonVersionWithoutPatchPart = pythonVersion.substring(0, pythonVersion.lastIndexOf('.'))
+  String numpyVersion = numpyVersions.get(pythonVersionWithoutPatchPart, numpyVersions.get("default"))
 
-  pip "pytz:2019.1" // Needed in Integration tests, but not PySparkling dependency
-  pip "pytest:4.6.9" // For running tests
-  pip "tabulate:0.8.3"
-  pip "requests:2.21.0"
+  pip "pytz:2023.3.post1" // Needed in Integration tests, but not PySparkling dependency
+  pip "pytest:6.2.5"
+  pip "tabulate:0.8.10"
+  pip "requests:2.27.1"
   pip "numpy:${numpyVersion}"
   pip "pyspark:${sparkVersion}"
   if (project.hasProperty("pythonEnvBasePath")) {