Invention Grant
- Patent Title: Methods, systems, articles of manufacture and apparatus for code review assistance for dynamically typed languages
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Application No.: US16455358Application Date: 2019-06-27
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Publication No.: US11157384B2Publication Date: 2021-10-26
- Inventor: Marcos Carranza , Mats Agerstam , Justin Gottschlich , Alexander Heinecke , Cesar Martinez-Spessot , Maria Ramirez Loaiza , Mohammad Mejbah Ul Alam , Shengtian Zhou
- Applicant: Intel Corporation
- Applicant Address: US CA Santa Clara
- Assignee: Intel Corporation
- Current Assignee: Intel Corporation
- Current Assignee Address: US CA Santa Clara
- Agency: Hanley, Flight & Zimmerman, LLC
- Main IPC: G06F11/36
- IPC: G06F11/36 ; G06F8/41

Abstract:
Methods, apparatus, systems and articles of manufacture are disclosed for code review assistance for dynamically typed languages. An example apparatus to analyze a segment of code includes a function identifier to identify a first input of a first function call included in the segment of the code, a parameter type vector (PTV) estimator model to estimate a first data structure based on the first input, the PTV estimator model generated via a set of reviewed code, a PTV determiner to generate a second data structure based on a data parameter type of the first input, an error comparator to determine a first reconstruction error based on the first data structure, and the second data structure and a recommendation generator to, if the first reconstruction error does not satisfy a recommendation threshold, generate a first recommendation to review the first function call.
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