diff --git a/docker/1.2-1/base/Dockerfile.cpu b/docker/1.2-1-1/base/Dockerfile.cpu
similarity index 98%
rename from docker/1.2-1/base/Dockerfile.cpu
rename to docker/1.2-1-1/base/Dockerfile.cpu
index 52c575b9..16278337 100644
--- a/docker/1.2-1/base/Dockerfile.cpu
+++ b/docker/1.2-1-1/base/Dockerfile.cpu
@@ -25,10 +25,10 @@ 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=3.9
+ARG PYTHON_VERSION=3.10
 ARG PYARROW_VERSION=14.0.1
 ARG MLIO_VERSION=v0.9.0
 
diff --git a/docker/1.2-1/extension/Dockerfile.cpu b/docker/1.2-1-1/extension/Dockerfile.cpu
similarity index 100%
rename from docker/1.2-1/extension/Dockerfile.cpu
rename to docker/1.2-1-1/extension/Dockerfile.cpu
diff --git a/docker/1.2-1/extension/README.md b/docker/1.2-1-1/extension/README.md
similarity index 100%
rename from docker/1.2-1/extension/README.md
rename to docker/1.2-1-1/extension/README.md
diff --git a/docker/1.2-1/final/Dockerfile.cpu b/docker/1.2-1-1/final/Dockerfile.cpu
similarity index 90%
rename from docker/1.2-1/final/Dockerfile.cpu
rename to docker/1.2-1-1/final/Dockerfile.cpu
index 51497401..b717c60f 100644
--- a/docker/1.2-1/final/Dockerfile.cpu
+++ b/docker/1.2-1-1/final/Dockerfile.cpu
@@ -1,5 +1,5 @@
-FROM sklearn-base:1.2-1
-ENV SAGEMAKER_SKLEARN_VERSION 1.2-1
+FROM sklearn-base:1.2-1-1
+ENV SAGEMAKER_SKLEARN_VERSION 1.2-1-1
 ENV PIP_ROOT_USER_ACTION=ignore
 
 LABEL com.amazonaws.sagemaker.capabilities.accept-bind-to-port=true
@@ -9,8 +9,8 @@ RUN python -m pip install -r /requirements.txt && \
     rm /requirements.txt
 
 COPY dist/sagemaker_sklearn_container-2.0-py3-none-any.whl /sagemaker_sklearn_container-2.0-py3-none-any.whl
-RUN rm /miniconda3/lib/python3.9/site-packages/**/REQUESTED && \
-    rm /miniconda3/lib/python3.9/site-packages/**/direct_url.json
+RUN rm /miniconda3/lib/python3.10/site-packages/**/REQUESTED && \
+    rm /miniconda3/lib/python3.10/site-packages/**/direct_url.json
 RUN pip install --no-cache /sagemaker_sklearn_container-2.0-py3-none-any.whl && \
     rm /sagemaker_sklearn_container-2.0-py3-none-any.whl
 
diff --git a/docker/1.2-1/resources/libffi7_3.3-6_arm64.deb b/docker/1.2-1-1/resources/libffi7_3.3-6_arm64.deb
similarity index 100%
rename from docker/1.2-1/resources/libffi7_3.3-6_arm64.deb
rename to docker/1.2-1-1/resources/libffi7_3.3-6_arm64.deb
diff --git a/docker/1.2-1/resources/mms/ExecutionParameters.java b/docker/1.2-1-1/resources/mms/ExecutionParameters.java
similarity index 100%
rename from docker/1.2-1/resources/mms/ExecutionParameters.java
rename to docker/1.2-1-1/resources/mms/ExecutionParameters.java
diff --git a/docker/1.2-1/resources/mms/config.properties.tmp b/docker/1.2-1-1/resources/mms/config.properties.tmp
similarity index 100%
rename from docker/1.2-1/resources/mms/config.properties.tmp
rename to docker/1.2-1-1/resources/mms/config.properties.tmp
diff --git a/docker/1.2-1/resources/mms/endpoints-1.0.jar b/docker/1.2-1-1/resources/mms/endpoints-1.0.jar
similarity index 100%
rename from docker/1.2-1/resources/mms/endpoints-1.0.jar
rename to docker/1.2-1-1/resources/mms/endpoints-1.0.jar
diff --git a/requirements.txt b/requirements.txt
index a3825d83..34de7e78 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,7 +6,7 @@ itsdangerous==2.0.1
 gunicorn==23.0.0
 model-archiver==1.0.3
 multi-model-server==1.1.1
-pandas==1.1.3
+pandas==1.5.3
 protobuf==3.20.2
 psutil==5.7.2
 python-dateutil==2.8.1
@@ -15,7 +15,7 @@ sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.2.0
 sagemaker-training==4.8.0
 scikit-learn==1.2.1
-scipy==1.8.0
+scipy==1.9.3
 urllib3==1.26.17
 six==1.15.0
 jinja2==3.0.3
@@ -25,4 +25,5 @@ gevent==23.9.1
 Werkzeug==2.0.3
 setuptools
 wheel
-certifi
\ No newline at end of file
+certifi
+PyYAML==6.0.1
\ No newline at end of file
diff --git a/setup.py b/setup.py
index e72eb67a..3f4e84cc 100644
--- a/setup.py
+++ b/setup.py
@@ -34,6 +34,7 @@ def read(fname):
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
     ],
 
     install_requires=read("requirements.txt"),
diff --git a/test-requirements.txt b/test-requirements.txt
index 41afc3b5..8e94ffe5 100755
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -2,7 +2,6 @@ Flask
 PyYAML
 boto3>=1.24.17
 coverage
-docker-compose
 flake8
 mock
 pytest
diff --git a/test.parquet b/test.parquet
new file mode 100644
index 00000000..9579c6c1
Binary files /dev/null and b/test.parquet differ
diff --git a/test/utils/local_mode.py b/test/utils/local_mode.py
index ec74fa0a..95d73764 100644
--- a/test/utils/local_mode.py
+++ b/test/utils/local_mode.py
@@ -12,6 +12,12 @@
 # language governing permissions and limitations under the License.
 from __future__ import absolute_import
 
+# Fix for Python 3.10+ compatibility
+import collections
+import collections.abc
+if not hasattr(collections, 'Mapping'):
+    collections.Mapping = collections.abc.Mapping
+
 import json
 import logging
 import os