diff --git a/Dockerfile b/Dockerfile
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+++ b/Dockerfile
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+# This Dockerfile is used to build the distgit-bugzilla-sync service on Openshift
+FROM fedora:31
+
+LABEL maintainer "Pierre-Yves Chibon <pingou@pingoured.fr>"
+
+RUN dnf -y install python3-defusedxml python3-bugzilla python3-fedora \
+    python3-pyyaml python3-requests python3-toml python3-dogpile-cache \
+    && dnf clean all
+
+COPY . /code
+RUN cd /code && python3 setup.py install