Abstract: A user uploads date sets through a client to a database. The data sets are provisioned in the database for in-database searching. The data sets are evaluated and classifications for the columns of the tables that include the data set are detected. Columns content may be classified into different analysis types, aggregation types, formats, categories, hierarchies, etc. Metadata is generated based on the evaluation of the data sets. A schema is used to store the metadata that describes the detected classification of the columns. The schema is stored in the database and is used when a search in the database is performed.

Abstract: A method, implemented at least in part by a computing device, for software upgrade analysis includes receiving a selection of at least one object class of a plurality of available object classes. One or more application programming interface (API) calls may be retrieved from a plurality of API calls based on the received selection. A test definition may be generated based at least in part on the one or more API calls. A first test may be executed by using the one or more API calls in the test definition within a software environment. The first test is run on the software environment prior to upgrading the environment. Subsequent to upgrading the environment, a second test is executed by using the one or more API calls within the upgraded software environment. A software upgrade report is generated based on a comparison of test results from the first and second tests.

Abstract: A method, implemented at least in part by a computing device, for software upgrade analysis includes receiving a selection of at least one object class of a plurality of available object classes. One or more application programming interface (API) calls may be retrieved from a plurality of API calls based on the received selection. A test definition may be generated based at least in part on the one or more API calls. A first test may be executed by using the one or more API calls in the test definition within a software environment. The first test is run on the software environment prior to upgrading the environment. Subsequent to upgrading the environment, a second test is executed by using the one or more API calls within the upgraded software environment. A software upgrade report is generated based on a comparison of test results from the first and second tests.

Abstract: A user uploads date sets through a client to a database. The data sets are provisioned in the database for in-database searching. The data sets are evaluated and classifications for the columns of the tables that include the data set are detected. Columns content may be classified into different analysis types, aggregation types, formats, categories, hierarchies, etc. Metadata is generated based on the evaluation of the data sets. A schema is used to store the metadata that describes the detected classification of the columns. The schema is stored in the database and is used when a search in the database is performed.