Before revision:  We describe the data selection, the pipeline to create and update OMXWare, and developer tools (Python SDK and Rest APIs) which allow researchers to efficiently study microbial life at scale.
After revision:  We describe the data selection, the pipeline to create and update OMXWare, and developer tools (Python SDK and REST APIs) which allow researchers to efficiently study microbial life at scale.