diff --git a/.dockerignore b/.dockerignore
index ce563e77b..ceca66501 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -12,7 +12,7 @@ ROADMAP.md
 requirements-nover.txt
 run-local.sh
 .DS_Store
-*.pyc
+**/*.pyc
 .tox
 htmlcov
 .coverage
diff --git a/Dockerfile b/Dockerfile
index d9b6d952c..0657f5af6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -155,6 +155,7 @@ ADD .git/HEAD GIT_HEAD
 
 # Add all of the files!
 ADD . .
+RUN pyclean .
 
 # Run the tests
 ENV RUN_ACI_TESTS False