Fetching ideal data sets based on usage patterns

An apparatus for fetching ideal data sets based on usage patterns, the apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out the steps of:

• receiving a state specification of a graphical user interface, the state specification corresponding to a database query composed to retrieve, from a cloud-based data warehouse, a first data set associated with a workbook;
• identifying, for the workbook, a previous usage pattern representing a set of interactions with the workbook on a client computing device, wherein the previous usage pattern includes the database query;
• based on the identified previous usage pattern, determining a set of database queries that is anticipated to be executed by the client computing device, wherein the set of database queries corresponds to a second data set;
• and
• fetching, from the cloud-based data warehouse, one or more execution results that include the first data set and the second data set.

A computer program product for fetching ideal data sets based on usage patterns, the computer program product disposed upon a computer readable medium, the computer program product comprising computer program instructions that, when executed, cause a computer to carry out the steps of:

• receiving a state specification of a graphical user interface, the state specification corresponding to a database query composed to retrieve, from a cloud-based data warehouse, a first data set associated with a workbook;
• identifying, for the workbook, a previous usage pattern representing a set of interactions with the workbook on a client computing device, wherein the previous usage pattern includes the database query;
• based on the identified previous usage pattern, determining a set of database queries that is anticipated to be executed by the client computing device, wherein the set of database queries corresponds to a second data set;
• and
• fetching, from the cloud-based data warehouse, one or more execution results that include the first data set and the second data set.