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diff --git a/kokoro/ubuntu1604/20_bazel.sh b/kokoro/ubuntu1604/20_bazel.sh
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+#!/bin/bash
+
+# Copyright 2019 The gVisor Authors.
+#
+# Licensed 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 -xeo pipefail
+
+# We need to install a specific version of bazel due to a bug with the RBE
+# environment not respecting the dockerPrivileged configuration.
+declare -r BAZEL_VERSION=0.28.1
+
+# Install bazel dependencies.
+apt-get update && apt-get install -y openjdk-8-jdk-headless unzip
+
+# Use the release installer.
+curl -L -o bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh
+chmod a+x bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh
+./bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh
+rm -f bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh