Method and system for software application optimization using natural language-based queries
View Patent ↗A method for software application optimization using natural language-based queries. The method includes obtaining a user-provided query. The user-provided query includes a constraint to be used for an identification of an application element that matches the constraint, from a set of application elements of a software application. The user-provided query is a string that includes a human language sentence. The method further includes deriving a formalized query from the user-provided query by translating the user-provided query into a syntactic construct of segmented sentence elements and obtaining the application element that matches the constraint. Obtaining the application element that matches the constraint includes deriving a pattern representation of the user-provided query from the formalized query and identifying the application element that matches the pattern representation of the user-provided query from the plurality of application elements.
1. A method for software application optimization using natural language-based queries, comprising:
obtaining, by an application development engine executing on a computing device, a user-provided query input via a user interface,
wherein the user-provided query comprises at least one software application optimization constraint and an optimization action, the at least one software application optimization constraint including information for an identification of an application element that matches the at least one software application optimization constraint, as a candidate for the optimization action, from a plurality of application elements of a software application, and
wherein the user-provided query is a string comprising a human language sentence;
deriving, by the application development engine, a formalized query from the user-provided query by translating the user-provided query into a syntactic construct of segmented sentence elements;
obtaining, by the application development engine, the application element that matches the at least one software application optimization constraint from an application repository, comprising:
deriving a pattern representation of the user-provided query from the formalized query; and
identifying the application element that matches the pattern representation of the user-provided query from the plurality of application elements, including identifying the application element as the candidate for the optimization action; and
optimizing the software application, by the application development engine, by performing the optimization action, including performing a software application revision on the identified application element that matches the pattern representation of the user-provided query.
2. The method of claim 1 , wherein each of the plurality of application elements is a single unit of code that forms an object of the software application.
3. The method of claim 1 , wherein the at least one software application optimization constraint comprises a verb that specifies an action.
4. The method of claim 3 , wherein the at least one software application optimization constraint comprises an adjective that constrains the verb.
5. The method of claim 1 , wherein a format of the user-provided query is based on a context free grammar.
6. The method of claim 1 , wherein the syntactic construct is a syntax tree.
7. The method of claim 1 , wherein a Rete pattern matching algorithm is used to identify the application element that matches the pattern representation of the user-provided query, from the plurality of application elements.
8. The method of claim 1 further comprising:
reporting the application element that matches the at least one software application optimization constraint to a user.
9. The method of claim 8 further comprising:
after reporting the application element that matches the at least one software application optimization constraint to the user:
obtaining a revised application element from the user; and
updating the software application by replacing the identified application element with the revised application element.
10. The method of claim 1 ,
wherein the optimization action comprises instructions for revising the identified application element;
wherein a revised application element is obtained by revising the identified application element, based on the instructions; and
wherein the software application is optimized by replacing the identified application element with the revised application element.
11. The method of claim 1 , wherein the at least one software application optimization constraint specifies one or more criteria, the one or more criteria including:
unused,
null, or
usage.
12. A system for software application optimization using natural language-based queries, comprising:
a computer processor;
an application repository;
a user interface configured to:
obtain a user-provided query,
wherein the user-provided query comprises at least one software application optimization constraint and an optimization action, the at least one software application optimization constraint including information for an identification of an application element that matches the at least one software application optimization constraint, as a candidate for the optimization action, from a plurality of application elements of a software application, and
wherein the user-provided query is a string comprising a human language sentence;
a language processing engine, executing on the computer processor, and configured to:
derive a formalized query from the user-provided query by translating the user-provided query into a syntactic construct of segmented sentence elements;
an application querying engine, executing on the computer processor, and configured to:
obtain the application element that matches the at least one software application optimization constraint, comprising:
deriving a pattern representation of the user-provided query from the formalized query; and
identifying the application element that matches the pattern representation of the user-provided query, from the plurality of application elements, including identifying the application element as the candidate for the optimization action; and
an application updating engine, executing on the computer processor, and configured to:
optimize the software application by performing the optimization action, including performing a software application revision on the identified application element that matches the pattern representation of the user-provided query.
13. The system of claim 12 , wherein each of the plurality of application elements is a single unit of code that forms an object of the software application.
14. The system of claim 12 , wherein the user interface is further configured to report the application element that matches the at least one software application optimization constraint to a user.
15. The system of claim 14 , wherein the user interface is further configured to, after reporting the application element that matches the at least one software application optimization constraint to the user:
obtain a revised application element from the user; and
wherein the application updating engine is configured to:
update the software application by replacing the identified application element with the revised application element.
16. The system of claim 12 ,
wherein the optimization action comprises instructions for revising the identified application element;
wherein the application updating engine generates a revised application element by revising the identified application element, based on the instructions; and
wherein the application updating engine optimizes the software application by replacing the identified application element with the revised application element.
17. The system of claim 12 , wherein the at least one software application optimization constraint specifies one or more criteria, the one or more criteria including:
unused,
null, or
usage.
18. A non-transitory computer readable medium (CRM) storing instructions for software application optimization using natural language-based queries, the instructions for software application optimization using natural language-based queries comprising functionality for:
obtaining a user-provided query based on user interaction with a user interface,
wherein the user-provided query comprises at least one software application optimization constraint and an optimization action, the at least one software application optimization constraint including information for an identification of an application element that matches the at least one software application optimization constraint, as a candidate for the optimization action, from a plurality of application elements of a software application, and
wherein the user-provided query is a string comprising a human language sentence;
deriving a formalized query from the user-provided query by translating the user-provided query into a syntactic construct of segmented sentence elements;
obtaining the application element that matches the at least one software application optimization constraint from an application repository, comprising:
deriving a pattern representation of the user-provided query from the formalized query; and
identifying the application element that matches the pattern representation of the user-provided query from the plurality of application elements, including identifying the application element as the candidate for the optimization action; and
optimizing the software application by performing the optimization action, including performing a software application revision on the identified application element that matches the pattern representation of the user-provided query.
19. The non-transitory CRM of claim 18 , wherein each of the plurality of application elements is a single unit of code that forms an object of the software application.
20. The non-transitory CRM of claim 18 , wherein the instructions for software application optimization using natural language-based queries further comprise functionality for reporting the application element that matches the at least one software application optimization constraint to a user.
21. The non-transitory CRM of claim 20 , wherein the instructions for software application optimization using natural language-based queries further comprise functionality for,
after reporting the application element that matches the at least one software application optimization constraint to the user:
obtaining a revised application element from the user; and
optimizing the software application by replacing the identified application element with the revised application element.
22. The non-transitory CRM of claim 18 ,
wherein the optimization action comprises instructions for revising the identified application element; and
wherein the instructions for software application optimization using natural language-based queries further comprise functionality for:
obtaining a revised application element by revising the identified application element, based on the instructions for revising the identified application element; and
optimizing the software application by replacing the identified application element with the revised application element.
23. The non-transitory CRM of claim 18 , wherein the at least one software application optimization constraint specifies one or more criteria, the one or more criteria including:
unused,
null, or
usage.