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diff --git a/docker/build/Dockerfile b/docker/build/Dockerfile
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--- /dev/null
+++ b/docker/build/Dockerfile
@@ -0,0 +1,15 @@
+# Copyright 2017 Yahoo Holdings. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
+FROM centos:7
+
+# Needed to build vespa
+RUN yum-config-manager --add-repo https://copr.fedorainfracloud.org/coprs/g/vespa/vespa/repo/epel-7/group_vespa-vespa-epel-7.repo && \
+    yum -y install epel-release && \
+    yum -y install centos-release-scl && \
+    yum -y install git \
+                   ccache \
+                   rpm-build \
+                   valgrind \
+                   sudo && \
+    echo "source /opt/rh/devtoolset-6/enable" > /etc/profile.d/devtoolset-6.sh && \
+    echo "*          soft    nproc     32768" > /etc/security/limits.d/90-nproc.conf 
+