AUTOMATED IDENTIFICATION OF CODE CHANGES

Patent №

US 11,048,482

Granted

2021-06-29

Filed 2019

Owner

X DEVELOPMENT LLC

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16523363

Implementations are described herein for automatically identifying, recommending, and/or automatically effecting changes to a source code base based on updates previously made to other similar code bases. Intuitively, multiple prior “migrations,” or mass updates, of complex software system code bases may be analyzed to identify changes that were made. More particularly, a particular portion or “snippet” of source code—which may include a whole source code file, a source code function, a portion of source code, or any other semantically-meaningful code unit—may undergo a sequence of edits over time. Techniques described herein leverage this sequence of edits to predict a next edit of the source code snippet. These techniques have a wide variety of applications, including but not limited to automatically updating of source code, source code completion, recommending changes to source code, etc.

Machine learningPlanningAI hardwareG06F 8/33G06F 8/70G06F 8/35G06F 8/36G06F 8/71G06N 3/02G06N 3/044G06N 3/0442+5 more

AI classification

AI hardware1.00
Machine learning0.91
Planning0.54
Knowledge representation0.23
Natural language0.08
Evolutionary computation0.06
Speech0.00
Vision0.00

Ownership

X DEVELOPMENT LLC

assignment · 498720889

Assignors

EVANGELOPOULOS, GEORGIOS, SCHILLINGS, BENOIT, NI, BIN

On an employer assignment, the assignors are typically the inventors.

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