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program-graphs

An experimental python library to build graphs for programs written in different programming languages. The library is based on a great Tree-sitter library and able to provide the following relations in a program:

  • Control Flow
  • Data Dependency
  • Syntax Dependency

Simple Example

From console:

$ echo "if (x > 0) { y = 0; }" |  python3 -m program_graphs

From python:

from program_graphs.adg import parse_java

java_code = '''
    if (x  > 0) {
        y = 0;
    }
'''

adg = parse_java(java_code)
print(adg)

Expected output are nodes and relations between them:

From                        To                      Dependencies
----------------------  --  ----------------------  -------------------------------
program:1               ->  if:2                    syntax,control-flow
program:1               ->  block-exit:10           syntax
if:2                    ->  if_condition:3          syntax,control-flow
if:2                    ->  block:4                 syntax
if:2                    ->  if_exit:9               syntax
if_condition:3          ->  block:4                 control-flow
if_condition:3          ->  if_exit:9               control-flow
block:4                 ->  {:5                     syntax
block:4                 ->  }:7                     syntax
block:4                 ->  expression_statement:6  syntax,control-flow
block:4                 ->  block-exit:8            syntax
expression_statement:6  ->  block-exit:8            control-flow
block-exit:8            ->  if_exit:9               control-flow
if_exit:9               ->  block-exit:10           control-flow

How to install

$ git clone --recurse-submodules [email protected]:acheshkov/program-graphs.git
$ pip install -r requirements/default.txt

Limitations

  • For now, only a Java language is supported;
  • For now, CFG, CDG, DDG, and AST relations are accounted;
  • It's not possible to build graphs for a project or class. Only method level is supported