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AssigneePalantir Technologies Inc.
InventorsFrancisco Ferreira, Edgar Gomes de Araujo, Jose Angel Riarola
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An improved unit test framework that validates large datasets generated by a data management system is described herein. Typical unit test frameworks validate functions. However, the improved unit test framework validates the underlying data. For example, after each step of a data transformation process implemented by the data management system, the data management system can execute a data unit test that loads data sets into memory, checks a set of preconditions, and applies unit test logic to the loaded data sets. In some embodiments, the data management system executes the data unit tests asynchronously with the data transformation processes and therefore do not interfere with the data transformation processes. Rather, the data management system generates and transmits a notification when any step of the data transformation process fails a particular data unit test.
A method for a data unit test framework, the method comprising:
A system comprising:
One or more non-transitory, computer-readable storage media storing computer-executable instructions, which if performed by one or more processors, cause the one or more processors to at least:
Dependencies are inferred from the claim text.