diff --git a/docker/Dockerfile.ci_i386 b/docker/Dockerfile.ci_i386
index a7d8308d4810..73ca50e3eb1e 100644
--- a/docker/Dockerfile.ci_i386
+++ b/docker/Dockerfile.ci_i386
@@ -21,6 +21,7 @@
 FROM ioft/i386-ubuntu:16.04
 
 RUN apt-get update --fix-missing
+RUN apt-get install -y ca-certificates
 
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
@@ -31,6 +32,9 @@ RUN bash /install/ubuntu_install_llvm.sh
 COPY install/ubuntu_install_python.sh /install/ubuntu_install_python.sh
 RUN bash /install/ubuntu_install_python.sh
 
+COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
+RUN bash /install/ubuntu_install_cmake_source.sh
+
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
diff --git a/docker/install/ubuntu_install_cmake_source.sh b/docker/install/ubuntu_install_cmake_source.sh
new file mode 100644
index 000000000000..f818fba9721b
--- /dev/null
+++ b/docker/install/ubuntu_install_cmake_source.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+set -e
+set -u
+set -o pipefail
+
+v=3.13
+version=3.13.5
+wget https://cmake.org/files/v${v}/cmake-${version}.tar.gz
+tar xvf cmake-${version}.tar.gz
+cd cmake-${version}
+./bootstrap
+make -j$(nproc)
+make install
+cd ..
+rm -rf cmake-${version} cmake-${version}.tar.gz
diff --git a/docker/install/ubuntu_install_python_package.sh b/docker/install/ubuntu_install_python_package.sh
index 2b8df74dab7b..2ed14c273678 100755
--- a/docker/install/ubuntu_install_python_package.sh
+++ b/docker/install/ubuntu_install_python_package.sh
@@ -21,4 +21,4 @@ set -u
 set -o pipefail
 
 # install libraries for python package on ubuntu
-pip3 install six numpy pytest cython decorator scipy tornado typed_ast pytest mypy orderedset attrs requests Pillow packaging
+pip3 install six numpy pytest cython decorator scipy tornado typed_ast pytest mypy orderedset attrs requests Pillow packaging cloudpickle