diff --git a/setup.py b/setup.py
index 14ecc4d7af..c74d41029b 100644
--- a/setup.py
+++ b/setup.py
@@ -106,5 +106,4 @@ def read_version():
     install_requires=required_packages,
     extras_require=extras,
     entry_points={"console_scripts": ["sagemaker=sagemaker.cli.main:main"]},
-    include_package_data=True,  # TODO-reinvent-2019 [knakad]: Remove after rule_configs is in PyPI
 )