When I have an environment with some packages that depend on h2o and some that depend onh2o_client, the h2o directory in site-packages gets overwritten. This can lead to an error when the h2o_client package is installed last - there is no jar. This error seems to be exhibiting itself randomly likely due to parallel dependency installation.