System and method for automated unit test generation for programming source code
A system for generating unit tests based on source code is disclosed having a computer; a source code file containing source code having a plurality of constructs; the plurality of constructs each being of a type, such types including functions, return statements, property assignments, function calls, and branches; an abstract syntax tree generated by the computer based on the source code and the plurality of constructs; the abstract syntax tree having a plurality of nodes, wherein each of the plurality of constructs in the source code has a corresponding node; at least one unit test generated by the computer based on the nodes of the abstract syntax tree and pre-defined rules; the unit test including at least one grouping function corresponding to a function or a branch construct and at least one trial function corresponding to a return statement, a property assignment, or a function call construct.
1 . A system for generating unit tests based on source code, comprising:
a computer, coupled to a processor;
a source code file available to the computer, the source code file containing source code having a plurality of constructs;
the plurality of constructs each being of a type, such types including functions, return statements, property assignments, function calls, and branches;
an abstract syntax tree generated by the computer based on the source code and the plurality of constructs;
the abstract syntax tree having a plurality of nodes, wherein each of the plurality of constructs in the source code has a corresponding node;
at least one unit test generated by the computer based on the nodes of the abstract syntax tree and pre-defined rules;
the unit test including at least one grouping function corresponding to a function construct or a branch construct; and
the unit test including at least one trial function corresponding to a return statement construct, a property assignment construct, or a function call construct,
wherein the computer is configured to traverse the abstract syntax tree using a recursive algorithm or stack-based traversal to identify one or more nodes of the plurality of nodes corresponding to one or more constructs of the plurality of constructs and to extract code information for generating test scenarios.
2 . The system of claim 1 , further comprising computer executable code for formatting the unit test.
3 . The system of claim 2 , wherein formatting the unit test includes making the unit test human readable.
4 . The system of claim 1 , further comprising computer executable code for executing the unit test and generating results.
5 . The system of claim 1 , wherein the source code is written in JavaScript or a JavaScript-derivative language.
6 . The system of claim 1 , wherein the source code is written in a loosely-typed language.
7 . The system of claim 1 , wherein the pre-defined rules are selected based on a programming language of the source code and provide instructions for how to generate a unit test for a particular node or construct.
8 . A computer-implemented method, comprising:
receiving at a computer a source code file having a plurality of constructs, the plurality of constructs each being of a type, such types including functions, return statements, property assignments, function calls, and branches;
generating an abstract syntax tree based on the source code and the plurality of constructs, the abstract syntax tree having a plurality of nodes, wherein each of the plurality of constructs in the source code has a corresponding node;
generating a unit test based on the nodes and pre-defined rules, the unit test including at least one grouping function corresponding to a function construct or a branch construct and the unit test including at least one trial function corresponding to a return statement construct, a property assignment construct, or a function call construct; and
wherein the computer is configured to traverse the abstract syntax tree using a recursive algorithm or stack-based traversal to identify one or more nodes of the plurality of nodes corresponding to one or more constructs of the plurality of constructs and to extract code information for generating test scenarios.
9 . The method of claim 8 , further comprising formatting the unit test.
10 . The method of claim 9 , wherein formatting the unit test includes making the unit test human readable.
11 . The method of claim 8 , further comprising executing the unit test and generating results.
12 . The method of claim 8 , wherein the source code is written in JavaScript or a JavaScript-derivative language.
13 . The method of claim 8 , wherein the source code is written in a loosely-typed language.
14 . The method of claim 8 , wherein the pre-defined rules are selected based on a programming language of the source code and provide instructions for how to generate a unit test for a particular node or construct.
15 . A non-transitory tangible computer-readable device having instructions stored thereon that, when executed by a computing device, cause the computing device to perform operations comprising:
receiving at a computer a source code file having a plurality of constructs, the plurality of constructs each being of a type, such types including functions, return statements, property assignments, function calls, and branches;
generating an abstract syntax tree based on the source code and the plurality of constructs, the abstract syntax tree having a plurality of nodes, wherein each of the plurality of constructs in the source code has a corresponding node;
generating a unit test based on the nodes and pre-defined rules, the unit test including at least one grouping function corresponding to a function construct or a branch construct and the unit test including at least one trial function corresponding to a return statement construct, a property assignment construct, or a function call construct; and
wherein the computer device is configured to traverse the abstract syntax tree using a recursive algorithm or stack-based traversal to identify one or more nodes of the plurality of nodes corresponding to one or more constructs of the plurality of constructs and to extract code information for generating test scenarios.
16 . The computer-readable device of claim 15 , further comprising formatting the unit test, including making the unit test human readable.
17 . The computer-readable device of claim 15 , further comprising executing the unit test and generating results.
18 . The computer-readable device of claim 15 , wherein the source code is written in JavaScript or a JavaScript-derivative language.
19 . The computer-readable device of claim 15 , wherein the source code is written in a loosely-typed language.
20 . The computer-readable device of claim 15 , wherein the pre-defined rules are selected based on a programming language of the source code and provide instructions for how to generate a unit test for a particular node or construct.