feat: update scikit-learn version to 1.4.2

Author: Xinyun-123

docker/1.2-1-1/base/Dockerfile.cpu renamed to docker/1.4-2/base/Dockerfile.cpu

@@ -25,8 +25,8 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 FROM ubuntu:${UBUNTU_VERSION}@sha256:${UBUNTU_IMAGE_DIGEST}
 
 ARG MINICONDA_VERSION=24.7.1
-ARG CONDA_CHECKSUM=2006a61abc8b4fd04de5eb92620e1f72bada713cc84b5b4899463095e1210556
-ARG CONDA_PY_VERSION=39
+ARG CONDA_CHECKSUM=684cda724bc37e3bbbb342e440fc4cac515c92e91a489eb4359feca35382894b
+ARG CONDA_PY_VERSION=310
 ARG CONDA_PKG_VERSION=24.7.1
 ARG PYTHON_VERSION=3.10
 ARG PYARROW_VERSION=14.0.1
@@ -195,4 +195,4 @@ ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1 PYTHONIOENCODING=UTF-8 LANG=C.U
 # Install Scikit-Learn
 # Scikit-learn 0.20 was the last version to support Python 2.7 and Python 3.4.
 # Scikit-learn now requires Python 3.6 or newer.
-RUN python3 -m pip install --no-cache -I scikit-learn==1.2.1
+RUN python3 -m pip install --no-cache -I scikit-learn==1.4.2

docker/1.2-1-1/extension/Dockerfile.cpu renamed to docker/1.4-2/extension/Dockerfile.cpu

@@ -1,9 +1,9 @@
 FROM preprod-sklearn:1.2-1
 
-RUN pip freeze | grep -q 'scikit-learn==1.2.1'; \
+RUN pip freeze | grep -q 'scikit-learn==1.4.2'; \
 	if [ $? -eq 0 ]; \
-		then echo 'scikit-learn version 1.2.1 requirement met'; \
-		else echo 'ERROR: Expected scikit-learn version is 1.2.1, check base images for scikit-learn version' && \
+		then echo 'scikit-learn version 1.4.2 requirement met'; \
+		else echo 'ERROR: Expected scikit-learn version is 1.4.2, check base images for scikit-learn version' && \
 			 exit 1; fi
 
 RUN pip install --upgrade --no-cache --no-deps sagemaker-scikit-learn-extension==2.5.0

docker/1.2-1-1/extension/README.md renamed to docker/1.4-2/extension/README.md

@@ -1,11 +1,12 @@
-FROM sklearn-base:1.2-1-1
-ENV SAGEMAKER_SKLEARN_VERSION 1.2-1-1
+FROM sklearn-base:1.4-2
+ENV SAGEMAKER_SKLEARN_VERSION 1.4-2
 ENV PIP_ROOT_USER_ACTION=ignore
 
 LABEL com.amazonaws.sagemaker.capabilities.accept-bind-to-port=true
 
 COPY requirements.txt /requirements.txt
 RUN python -m pip install -r /requirements.txt && \
+    python -m pip install --force-reinstall numpy scipy pandas==1.4.2 scikit-learn==1.4.2 && \
     rm /requirements.txt
 
 COPY dist/sagemaker_sklearn_container-2.0-py3-none-any.whl /sagemaker_sklearn_container-2.0-py3-none-any.whl

docker/1.2-1-1/final/Dockerfile.cpu renamed to docker/1.4-2/final/Dockerfile.cpu

@@ -14,8 +14,7 @@ retrying==1.3.3
 sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.2.0
 sagemaker-training==4.8.0
-scikit-learn==1.2.1
-scipy==1.9.3
+scikit-learn==1.4.2
 urllib3==1.26.17
 six==1.15.0
 jinja2==3.0.3

docker/1.2-1-1/resources/libffi7_3.3-6_arm64.deb renamed to docker/1.4-2/resources/libffi7_3.3-6_arm64.deb

@@ -43,7 +43,7 @@ def pytest_addoption(parser):
     parser.addoption('--install-container-support', '-C', action='store_true')
     parser.addoption('--docker-base-name', default='sk-learn')
     parser.addoption('--region', default='us-west-2')
-    parser.addoption('--framework-version', default='1.2.1')
+    parser.addoption('--framework-version', default='1.4.2')
     parser.addoption('--py-version', choices=['2', '3'], default=str(sys.version_info.major))
     parser.addoption('--processor', choices=['cpu'], default='cpu')
     # If not specified, will default to {framework-version}-{processor}-py{py-version}