Method, apparatus, and computer-readable medium for non-structured data profiling
AssigneeInformatica Corporation
InventorsGadi Wolfman, Uri Vax, Shanavazh Basha Shotabai, Ofer Lahav
Life of this patent
Estimating the term…
Abstract
A system, a method, and a non-transitory computer readable for generating a profile of one or more data objects comprising determining a format of the at least one data object and selecting a data transformation policy based on the format of the at least one data object and generating a model descriptive of the non-structured data contained in the at least one data object based on the data transformation policy and selecting at least a portion of the model indicative of a portion of the non-structured data and generating a profile of the portion of the non-structured data contained in all of the one or more data objects.
Claims51
A method executed by one or more computing devices for generating a profile of one or more data objects comprising:
- determining, by at least one of the one or more computing devices, a format of the at least one data object;
- selecting, by at least one of the one or more computing devices, a data transformation policy based on the format of the at least one data object;
- generating, by at least one of the one or more computing devices, a model descriptive of the non-structured data contained in the at least one data object based on the data transformation policy;
- selecting, by at least one of the one or more computing devices, at least a portion of the model indicative of a portion of the non-structured data;
- and
- generating, by at least one of the one or more computing devices, a profile of the portion of the non-structured data contained in all of the one or more data objects.
A system for generating a profile of one or more data objects comprising:
- one or more processors;
- and
- one or more memories operatively coupled to at least one of the one or more processors and having instructions stored thereon that, when executed by at least one of the one or more processors, cause the at least one of the one or more processors to:
- determine a format of the at least one data object;
- select a data transformation policy based on the format of the at least one data object;
- generate a model descriptive of the non-structured data contained in the at least one data object based on the data transformation policy;
- select at least a portion of the model indicative of a portion of the non-structured data;
- and
- generate a profile of the portion of the non-structured data contained in all of the one or more data objects.
A non-transitory computer readable medium storing a set of instructions for generating a profile of one or more data objects, the set of instructions comprising instructions which, when executed by one or more processors of the computing device, cause the one or more processors to:
- determine a format of the at least one data object;
- select a data transformation policy based on the format of the at least one data object;
- generate a model descriptive of the non-structured data contained in the at least one data object based on the data transformation policy;
- select at least a portion of the model indicative of a portion of the non-structured data;
- and
- generate a profile of the portion of the non-structured data contained in all of the one or more data objects.
Dependencies are inferred from the claim text.