Abstract: Embodiments of the present disclosure include techniques for processing analytic data using delta processing. In one embodiment, result data is generated from source data using a data pipeline and calculation plans. The result data may be modified and the plan may be re-executed to produce the modified result data. A reduced calculation plan is generated including only a portion of the original calculation plan to reduce the computational resources needed to execute the data processing. In some embodiments, data cached by operations in the pipeline are reused so the entire pipeline does not require re-execution to produce the modified result data.

Abstract: Embodiments of the present disclosure include techniques for processing analytic data using delta processing. In one embodiment, result data is generated from source data using a data pipeline and calculation plans. The result data may be modified and the plan may be re-executed to produce the modified result data. A reduced calculation plan is generated including only a portion of the original calculation plan to reduce the computational resources needed to execute the data processing. In some embodiments, data cached by operations in the pipeline are reused so the entire pipeline does not require re-execution to produce the modified result data.

Abstract: The present disclosure involves systems, software, and computer implemented methods for automatically generating a partially-editable dataset copy. One example method includes receiving an edit request from a user to edit a data set. A filter for the data set is determined, based on a context of the edit request. The filter is used to generate a partially-editable copy of the data set that includes the editable portion of the data set. An exposed view of the data set is generated that exposes the partially-editable copy of the data set and a non-editable portion of the data set. The exposed view of the data set is provided to the user and a change to a data item in the editable portion of the data set is received. The data item in the partially-editable copy of the data set is updated based on the change.

Abstract: The present disclosure involves systems, software, and computer implemented methods for automatically generating a partially-editable dataset copy. One example method includes receiving an edit request from a user to edit a data set. A filter for the data set is determined, based on a context of the edit request. The filter is used to generate a partially-editable copy of the data set that includes the editable portion of the data set. An exposed view of the data set is generated that exposes the partially-editable copy of the data set and a non-editable portion of the data set. The exposed view of the data set is provided to the user and a change to a data item in the editable portion of the data set is received. The data item in the partially-editable copy of the data set is updated based on the change.