Abstract: Embodiments are disclosed for improved data modeling in a relational database management system. In the context of a method, an example embodiment includes ingesting, by data ingestion circuitry and using a set of standardized plumbing fields comprising descriptive fields including at least a stage table primary key field, a source primary key field, and a source attribute field, one or more records into one or more stage tables in a staging layer. This example embodiment further includes generating, by data modeling circuitry and using the one or more stage tables in the staging layer, a data integration layer for modeling data represented by the data ingested into the one or more stage tables in the staging layer. Corresponding apparatuses and computer program products are also provided.

Abstract: Embodiments are disclosed for improved data modeling in a relational database management system. In the context of a method, an example embodiment includes ingesting, by data ingestion circuitry, one or more records into one or more stage tables in a staging layer. This example embodiment further includes generating, by data modeling circuitry, a data alignment table defining a unique set of data fields, and generating, by the data modeling circuitry and using the one or more stage tables and the data alignment table, a key mapping table identifying correspondences between data fields in the one or more stage tables and data fields in the data alignment table. Corresponding apparatuses and computer program products are also provided.

Abstract: A combination storage container, scale, and rolling paper dispenser having an airtight storage container, a scale, a rolling paper dispenser, a cigarette roller, a magnifying glass, a light, and a lighter. There is a battery compartment having a plurality of batteries which powers the scale and a digital readout for said scale, as well as a light to illuminate the contents of the storage container. An integrated rechargeable battery and a USB charging port power the lighter. The present combination storage container, scale, and rolling paper dispenser is portable and offers a sleek design which incorporates each of the elements into a single cylindrical profile.

Abstract: Embodiments are disclosed for improved data modeling in a relational database management system. In the context of a method, an example embodiment includes ingesting, by data ingestion circuitry, one or more records into one or more stage tables in a staging layer. This example embodiment further includes generating, by data modeling circuitry, a data alignment table defining a unique set of data fields, and generating, by the data modeling circuitry and using the one or more stage tables and the data alignment table, a key mapping table identifying correspondences between data fields in the one or more stage tables and data fields in the data alignment table. Corresponding apparatuses and computer program products are also provided.

Abstract: Embodiments are disclosed for improved data modeling in a relational database management system. In the context of a method, an example embodiment includes ingesting, by data ingestion circuitry and using a set of standardized plumbing fields comprising descriptive fields including at least a stage table primary key field, a source primary key field, and a source attribute field, one or more records into one or more stage tables in a staging layer. This example embodiment further includes generating, by data modeling circuitry and using the one or more stage tables in the staging layer, a data integration layer for modeling data represented by the data ingested into the one or more stage tables in the staging layer. Corresponding apparatuses and computer program products are also provided.