Method and apparatus for automatically generating an application code and framework
Various methods, apparatuses/systems, and media for automatically building an application framework are disclosed. An internal database stores available design patterns and code snippets for developing an application. A receiver receives, as input, a requirement document that includes one or more requirements for developing the application. A processor parses the requirement document by implementing a natural language processing algorithm; creates, based on the parsed requirement document, a plurality of code blocks for generating a structure and a design pattern to be used to develop the application by matching the one or more requirements with the available design patterns; accesses the database to obtain the code snippets for the plurality of code blocks; and automatically builds an application framework based on the code snippets.
1. A method for automatically building an application framework in an integrated development environment by utilizing one or more processors and one or more memories, the method comprising:
parsing a requirement document that includes one or more requirements for developing an application;
creating, by utilizing a code generator included within the integrated development environment, based on the parsed requirement document, a plurality of code blocks including code snippets, for generating a structure and a design pattern to be used to develop the application by matching one or more requirements with available design patterns stored onto a database;
accessing the database to obtain the code snippets for the plurality of code blocks;
automatically building an application framework based on the code snippets;
completing code implementation for all of the plurality of code blocks;
automatically writing unit test cases to achieve at least 90% test coverage;
implementing artificial intelligence and machine learning algorithms to process the received requirement document; and
implementing an automated developer module that automatically builds the application framework by utilizing the requirement document as input in the integrated development environment.
2. The method according to claim 1 , wherein the application framework is output as an at least 30%-60% developed product in completing the application.
3. The method according to claim 1 , further comprising:
receiving, as input, voice commands for generating codes that are utilized to develop the application.
4. The method according to claim 1 , further comprising:
deploying the application framework to a plurality of pools and environments at a time.
5. The method according to claim 1 , further comprising:
implementing the automated developer module that matches the one or more requirements with the available design patterns and creates the framework at start itself thereby reducing at least 50% of teams' effort in developing the application.
6. The method according to claim 5 , further comprising:
building the application framework based on the requirement document.
7. A system a system for automatically building an application framework in an integrated development environment, comprising:
a processor; and
a memory operatively connected to the processor via a communication interface, the memory storing computer readable instructions, when executed, causes the processor to:
parse a requirement document that includes one or more requirements for developing an application;
create, by utilizing a code generator included within the integrated development environment, based on the parsed requirement document, a plurality of code blocks including code snippets, for generating a structure and a design pattern to be used to develop the application by matching one or more requirements with available design patterns stored onto a database;
access the database to obtain the code snippets for the plurality of code blocks;
automatically build an application framework based on the code snippets;
complete code implementation for all of the plurality of code blocks;
automatically write unit test cases to achieve at least 90% test coverage;
implement artificial intelligence and machine learning algorithms to process the received requirement document; and
implement an automated developer module that automatically builds the application framework by utilizing the requirement document as input in the integrated development environment.
8. The system according to claim 7 , wherein the application framework is output as an at least 30%-60% developed product in completing the application.
9. The system according to claim 7 , wherein the processor is further configured to:
receive, as input, voice commands for generating codes that are utilized to develop the application.
10. The system according to claim 7 , wherein the processor is further configured to:
deploy the application framework to a plurality of pools and environments at a time.
11. The system according to claim 7 , wherein the processor is further configured to:
implement the automated developer module that matches the one or more requirements with the available design patterns and creates the framework at start itself thereby reducing at least 50% of teams' effort in developing the application.
12. The system according to claim 11 , wherein the processor is further configured to:
build the application framework based on the requirement document.
13. A non-transitory computer readable medium configured to store instructions for automatically building an application framework in an integrated development environment, wherein, when executed, the instructions cause a processor to perform the following:
parsing a requirement document that includes one or more requirements for developing an application;
creating, by utilizing a code generator included within the integrated development environment, based on the parsed requirement document, a plurality of code blocks including code snippets, for generating a structure and a design pattern to be used to develop the application by matching one or more requirements with available design patterns stored onto a database;
accessing the database to obtain the code snippets for the plurality of code blocks;
automatically building an application framework based on the code snippets;
completing code implementation for all of the plurality of code blocks;
automatically writing unit test cases to achieve at least 90% test coverage; and
implementing artificial intelligence and machine learning algorithms to process the received requirement document; and
implementing an automated developer module that automatically builds the application framework by utilizing the requirement document as input in the integrated development environment.
14. The non-transitory computer readable medium according to claim 13 , wherein the application framework is output as an at least 30%-60% developed product in completing the application.
15. The non-transitory computer readable medium according to claim 13 , wherein the instructions, when executed, further case the processor to perform the following:
receiving, as input, voice commands for generating codes that are utilized to develop the application.
16. The non-transitory computer readable medium according to claim 13 , wherein the instructions, when executed, further case the processor to perform the following:
deploying the application framework to a plurality of pools and environments at a time.
17. The non-transitory computer readable medium according to claim 13 , further comprising:
implementing the automated developer module that matches the one or more requirements with the available design patterns and creates the framework at start itself thereby reducing at least 50% of teams' effort in developing the application.