Systems and methods are described for tailoring shareable content object reference model (SCORM)-compliant content to one or more users. A learning management system (LMS), configured to be SCORM-compliant, initiates shareable content object (SCO) to provide content to users. The LMS implements an instance of application programming interface (API) comprising a plurality of functions to be called by SCO during runtime to access data model elements accessible via LMS. The LMS is configured to support one or more data model elements undefined by SCORM. Further, LMS receives a call to a function of the plurality of functions of the API from SCO to access information about users. The call references a name of a data model element undefined by SCORM. The data model element identifies information about users. The LMS provides information about the users to SCO and the SCO tailors the content to the users based on the information.

This disclosure relates to increasing database functionality in non-relational databases using an object relational mapper to provide updates to table field values across a plurality of separate tables and provide virtual table functionality through compound search operations and condensed table structures.

Provided is a system and method for generating and updating a data model for use in retrieving data from an information retrieval system such as a database, a server, and the like. In one example, the method may include monitoring data that is written to database tables of a database by a software process, identifying links between the database tables where the monitored data is written, determining whether the software process has a pre-existing data model for retrieving data stored in the database, and in response to a determination that the software process does not include the pre-existing data model, creating a new data model for the software process which includes names of the database tables where the monitored data is written and links between the database tables, and storing the new data model via a database repository.

Systems and methods for generating a pseudo data field in a CRM system to allow end users to generate and manage pseudo data fields for account objects in the CRM system, which may behave like actual data fields of account objects in the CRM system but live outside the CRM account. The present invention uses a data model that includes two objects to allow end users to generate and manage the pseudo data fields. One of the objects is pseudo data field configuration object, which may be used to configure the pseudo data fields that should be made available to end users. The other object is pseudo data field object which may be used to record user responses or values users use to populate the pseudo data field.

A database service that receives and manages data into columnar databases. Individual columnar databases or columnar database partitions are associated with a dictionary that provides an encoding for the data in the columnar database. The database service generates count information for the dictionary entries. The database service also maintains one or more augmented dictionary values that correspond to featurization criteria. The database service applies the augmented dictionary values to respond to requests for feature data.

The disclosed technologies are capable of reading ingestion configuration data for a client of a plurality of clients of a graph database, transforming the ingestion configuration data from a declarative representation into a graph representation of the ingestion configuration data, storing the graph representation of the ingestion configuration data in the graph database, providing the graph representation of the ingestion configuration data to a data service, where the data service comprises one or more of (i) a physical grouping of at least one computing device configured to store at least a portion of the graph database, (ii) a logical grouping of at least one computing device configured to store at least a portion of the graph database, or (iii) a combination of (i) and (ii)

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating data defining a graph. In one aspect, a method comprises: sequentially generating a respective edge set for each node in the graph, wherein for each of a plurality of nodes after a first node, generating the edge set for the node comprises: receiving a context embedding for the node that summarizes a respective edge set for each node that precedes the node; generating, based on the context embedding for the node: (i) a respective edge set for the node, and (ii) a respective embedding of the edge set for the node; generating a context embedding for a next node in the ordering of the nodes using the embedding of the edge set for the node; and adding the set of edges defined by the edge set for the node to the graph.

In one embodiment, a computing device includes a computer-implemented system configured to generate a logical model item type in a self-describing data model implemented by the computer-implemented system, wherein the logical model item type defines a schema of an external object model implemented by a third-party computer-implemented system executed by a third-party computing device, the logical model item type comprises a logical model type (LMT) item type representing data of the third-party computer-implemented system. The computer-implemented system is configured to generate a mapping item type in the self-describing data model, wherein the mapping item type defines a mapping between an item type of the external object model and the LMT item type. The computer-implemented system is configured to use the mapping to enable data communication between the computer-implemented system and the third-party computer implemented system.

A method by one or more computing devices to standardize and centralize data movement between systems. The method includes receiving and storing data source information for a logical data source including authentication and authorization information for accessing a plurality of source systems that store data associated with the logical data source, schema information for a first schema used by a first one of the plurality of source systems to store data associated with the logical data source, and process information for a process including job information for a first job of the process that is for importing data associated with the logical data source from the first source system to a staging area. The method further includes executing the process according to the process information for the process.

Systems and methods for generating database schema change documents based on a data model and model changes indicated by a user. Information items related to one or more objects defined in the data model are received, and user input regarding changed objects is requested. In embodiments, changes are evaluated against configurable design criteria. One or more human and/or machine readable database schema change documents, and are stored in memory. Design criteria and change documents can vary based on a target database platform in embodiments.