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diff --git a/virtualenv.py b/virtualenv.py
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index 1d46506..68284f6 100755
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--- a/virtualenv.py
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+++ b/virtualenv.py
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@@ -860,7 +860,10 @@ def install_wheel(project_names, py_executable, search_dirs=None,
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         import pip
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-        cert_data = pkgutil.get_data("pip._vendor.requests", "cacert.pem")
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+        try:
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+            cert_data = pkgutil.get_data("pip._vendor.requests", "cacert.pem")
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+        except IOError:
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+            cert_data = None
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         if cert_data is not None:
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             cert_file = tempfile.NamedTemporaryFile(delete=False)
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             cert_file.write(cert_data)