Iterative neural code translation
US-2024184555-A1 · Jun 6, 2024 · US
US2018074936A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2018074936-A1 |
| Application number | US-201615265873-A |
| Country | US |
| Kind code | A1 |
| Filing date | Sep 15, 2016 |
| Priority date | Sep 15, 2016 |
| Publication date | Mar 15, 2018 |
| Grant date | — |
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A method for assessing a quality of a plurality of changes to a plurality of source code is provided. The method may include receiving the plurality of source code for a software product, whereby the received plurality of source code includes the plurality of changes. The method may also include identifying at least one property associated with each of the plurality of changes within the received plurality of source code. The method may further include determining a confidence level for each of the plurality of changes based on the at least one identified property associated with each of the plurality of changes and a plurality of historical software build data. The method may also include assigning each of the plurality of changes to a build group based on the determined confidence level. The method may further include executing the build group in a software build.
Opening claim text (preview).
1 . A processor-implemented method for assessing a quality of a plurality of changes to a plurality of source code, the method comprising: receiving, by a processor, the plurality of source code for a software product, wherein the received plurality of source code includes the plurality of changes; identifying at least one property associated with each of the plurality of changes within the received plurality of source code; determining a confidence level for each of the plurality of changes based on the at least one identified property associated with each of the plurality of changes and a plurality of historical software build data; assigning each of the plurality of changes to a build group based on the determined confidence level, wherein assigning each of the plurality of changes to the build group includes isolating a change within the plurality of changes where the determined confidence level for the change falls below a user preconfigured isolation threshold; and executing the build group in a software build. 2 . The method of claim 1 , wherein assigning each of the plurality of changes further comprises: assigning each of the plurality of changes to the build group based on a plurality of preconfigured rules. 3 . The method of claim 1 , wherein the at least one property is selected from a group consisting of a change size, a change author, a reviewer name, a change type, a check-in date, a check-in time, and a plurality of parts of the received plurality of source code affected by the plurality of changes. 4 . The method of claim 1 , wherein the plurality of historical software build data is selected from a group consisting of a plurality of previous changes and a plurality of properties associated with the plurality of previous changes. 5 . The method of claim 1 , further comprising: recording each of the plurality of changes, the at least one identified property, and the determined confidence level in a data repository to be included with the plurality of historical software build data. 6 . The method of claim 1 , wherein assigning each of the plurality of changes to the build group includes grouping together at least one change within the plurality of changes where the determined confidence level for each at least one change satisfies a user preconfigured grouping threshold. 7 . (canceled) 8 . A computer system for assessing a quality of a plurality of changes to a plurality of source code, the computer system comprising: one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage medium, and program instructions stored on at least one of the one or more tangible storage medium for execution by at least one of the one or more processors via at least one of the one or more memories, wherein the computer system is capable of performing a method comprising: receiving the plurality of source code for a software product, wherein the received plurality of source code includes the plurality of changes; identifying at least one property associated with each of the plurality of changes within the received plurality of source code; determining a confidence level for each of the plurality of changes based on the at least one identified property associated with each of the plurality of changes and a plurality of historical software build data; assigning each of the plurality of changes to a build group based on the determined confidence level, wherein assigning each of the plurality of changes to the build group includes isolating a change within the plurality of changes where the determined confidence level for the change falls below a user preconfigured isolation threshold; and executing the build group in a software build. 9 . The computer system of claim 8 , wherein assigning each of the plurality of changes further comprises: assigning each of the plurality of changes to the build group based on a plurality of preconfigured rules. 10 . The computer system of claim 8 , wherein the at least one property is selected from a group consisting of a change size, a change author, a reviewer name, a change type, a check-in date, a check-in time, and a plurality of parts of the received plurality of source code affected by the plurality of changes. 11 . The computer system of claim 8 , wherein the plurality of historical software build data is selected from a group consisting of a plurality of previous changes and a plurality of properties associated with the plurality of previous changes. 12 . The computer system of claim 8 , further comprising: recording each of the plurality of changes, the at least one identified property, and the determined confidence level in a data repository to be included with the plurality of historical software build data. 13 . The computer system of claim 8 , wherein assigning each of the plurality of changes to the build group includes grouping together at least one change within the plurality of changes where the determined confidence level for each at least one change satisfies a user preconfigured grouping threshold. 14 . (canceled) 15 . A computer program product for assessing a quality of a plurality of changes to a plurality of source code, the computer program product comprising: one or more computer-readable tangible storage medium and program instructions stored on at least one of the one or more tangible storage medium, the program instructions executable by a processor, the program instructions comprising: program instructions to receive the plurality of source code for a software product, wherein the received plurality of source code includes the plurality of changes; program instructions to identify at least one property associated with each of the plurality of changes within the received plurality of source code; program instructions to determine a confidence level for each of the plurality of changes based on the at least one identified property associated with each of the plurality of changes and a plurality of historical software build data; program instructions to assign each of the plurality of changes to a build group based on the determined confidence level, wherein assigning each of the plurality of changes to the build group includes isolating a change within the plurality of changes where the determined confidence level for the change falls below a user preconfigured isolation threshold; and program instructions to execute the build group in a software build. 16 . The computer program product of claim 15 , wherein assigning each of the plurality of changes further comprises: program instructions to assign each of the plurality of changes to the build group based on a plurality of preconfigured rules. 17 . The computer program product of claim 15 , wherein the at least one property is selected from a group consisting of a change size, a change author, a reviewer name, a change type, a check-in date, a check-in time, and a plurality of parts of the received plurality of source code affected by the plurality of changes. 18 . The computer program product of claim 15 , wherein the plurality of historical software build data is selected from a group consisting of a plurality of previous changes and a plurality of properties associated with the plurality of previous changes. 19 . The computer program product of claim 15 , further comprising: program instructions to record each of the plurality of changes, the at least one identified property, and the determined confidence level in a data repository to be
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