Abstract: A data processing service receives a request from a first collaborator to create a clean room for data sharing collaboration with at least a second collaborator. In response, the data processing service creates an execution environment separate from the data environment of the first collaborator and the second collaborator. The first and second collaborators can then add content into the clean room in the form of data tables and executable notebooks. Approval from each collaborator is required before a notebook can be executed using any data table shared into the clean room. Upon receiving notebook approval from each collaborator, the data processing service creates a notebook job to execute the notebook on one or more cluster computing resources of the data processing service to generate an output.

Abstract: A client program executes in conjunction with a web browser on a user computer. The client program captures submitted form data from HTTP requests and presents the user with the option of resubmitting the form data to related web sites based upon information transmitted to the client program from a metadata server. A processing engine, located in the client program or on the metadata server, extracts the submitted data from an HTTP request and creates data resubmission blocks using the extracted data. The data resubmission blocks replace related forms on related web sites but incorporate the extracted data. Instructions based upon which the processing engine extracts the data and creates data resubmission blocks are stored on the metadata server. The data resubmission blocks are displayed to the user through the web browser and can be submitted by the user without the need to re-enter data, in order to resubmit the extracted data to the related web sites.