feature: add support for python 3.11

Author: benieric

.githooks/pre-push

@@ -1,5 +1,5 @@
 #!/bin/sh
-# this pre-push hook runs style checks and unit tests in python 3.6, 3.7, and 3.8 using tox.
+# this pre-push hook runs style checks and unit tests in python 3.8, 3.9, 3.10, 3.11 using tox.
 
 set -e
 
@@ -12,5 +12,5 @@ start_time=`date +%s`
 tox -e sphinx,doc8 --parallel all
 ./ci-scripts/displaytime.sh 'sphinx,doc8' $start_time
 start_time=`date +%s`
-tox -e py38,py39,py310 --parallel all -- tests/unit
-./ci-scripts/displaytime.sh 'py38,py39,py310 unit' $start_time
+tox -e py38,py39,py310,py311 --parallel all -- tests/unit
+./ci-scripts/displaytime.sh 'py38,py39,py310,py311 unit' $start_time

README.rst

@@ -90,6 +90,7 @@ SageMaker Python SDK is tested on:
 - Python 3.8
 - Python 3.9
 - Python 3.10
+- Python 3.11
 
 AWS Permissions
 ~~~~~~~~~~~~~~~

requirements/extras/scipy_requirements.txt

@@ -1 +1 @@
-scipy==1.7.3
+scipy==1.10.1

requirements/extras/test_requirements.txt

@@ -21,9 +21,9 @@ sagemaker-experiments==0.1.35
 Jinja2==3.0.3
 pyvis==0.2.1
 pandas>=1.3.5,<1.5
-scikit-learn==1.0.2
+scikit-learn==1.3.0
 cloudpickle==2.2.1
-scipy==1.7.3
+scipy==1.10.1
 urllib3>=1.26.8,<1.26.15
 docker>=5.0.2,<7.0.0
 PyYAML==6.0

setup.py

@@ -92,7 +92,7 @@ def read_requirements(filename):
     url="https://github.com/aws/sagemaker-python-sdk/",
     license="Apache License 2.0",
     keywords="ML Amazon AWS AI Tensorflow MXNet",
-    python_requires=">= 3.7",
+    python_requires=">= 3.8",
     classifiers=[
         "Development Status :: 5 - Production/Stable",
         "Intended Audience :: Developers",
@@ -102,6 +102,7 @@ def read_requirements(filename):
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
     ],
     install_requires=required_packages,
     extras_require=extras,

tests/data/remote_function/requirements.txt

@@ -1 +1 @@
-scipy==1.7.3
+scipy==1.10.1

tests/integ/sagemaker/remote_function/conftest.py

@@ -80,7 +80,7 @@
     "channels:\n"
     "  - defaults\n"
     "dependencies:\n"
-    "  - scipy=1.7.3\n"
+    "  - scipy=1.10.1\n"
     "  - pip:\n"
     "    - /sagemaker-{sagemaker_version}.tar.gz\n"
     "prefix: /opt/conda/bin/conda\n"

tox.ini

@@ -4,7 +4,7 @@
 # and then run "tox" from this directory.
 
 [tox]
-envlist = black-format,flake8,pylint,docstyle,sphinx,doc8,twine,py38,py39,py310
+envlist = black-format,flake8,pylint,docstyle,sphinx,doc8,twine,py38,py39,py310,py311
 
 skip_missing_interpreters = False
 
@@ -79,7 +79,7 @@ commands =
     {env:IGNORE_COVERAGE:} coverage report -i --fail-under=86
 deps = .[test]
 depends =
-    {py38,py39,py310}: clean
+    {py38,py39,py310,py311}: clean
 
 [testenv:flake8]
 skipdist = true