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diff --git a/src/arrow/ci/docker/linux-apt-python-3.dockerfile b/src/arrow/ci/docker/linux-apt-python-3.dockerfile
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+++ b/src/arrow/ci/docker/linux-apt-python-3.dockerfile
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+# 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.
+
+ARG base
+FROM ${base}
+
+RUN apt-get update -y -q && \
+    apt-get install -y -q \
+        python3 \
+        python3-pip \
+        python3-dev && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN ln -s /usr/bin/python3 /usr/local/bin/python && \
+    ln -s /usr/bin/pip3 /usr/local/bin/pip
+
+RUN pip install -U pip setuptools
+
+COPY python/requirements-build.txt \
+     python/requirements-test.txt \
+     /arrow/python/
+
+RUN pip install \
+    -r arrow/python/requirements-build.txt \
+    -r arrow/python/requirements-test.txt
+
+ENV ARROW_PYTHON=ON \
+    ARROW_BUILD_STATIC=OFF \
+    ARROW_BUILD_TESTS=OFF \
+    ARROW_BUILD_UTILITIES=OFF \
+    ARROW_USE_GLOG=OFF \