Systems and methods for automatic code generation

A method comprising:

• receiving, by the one or more processors, a value setting via a user interface associated with a first program code;
• and
• generating, by the one or more processors, a second program code that, when executed, produces a computational result, the generating the second program code comprising:
• obtaining a portion of the first program code that, when executed with the value setting, generates the computational result;
• determining an organizational structure of the portion, the organizational structure including a plurality of stages;
• determining, in one or more of the plurality of stages, a first segment of code that accesses the value setting and a second segment of code that does not access the value setting;
• and
• replacing the first segment with the value setting.

An apparatus comprising:

• a processor;
• and
• memory storing instructions that, when executed by the processor, cause the apparatus to:
• receive a value setting via a user interface associated with a first program code;
• and
• generate a second program code that, when executed, produces a computational result, wherein, to generate the second program code, the instructions, when executed by the processor, cause the apparatus to:
• obtain a portion of the first program code that, when executed with the value setting, generates the computational result;
• determine an organizational structure of the portion, the organizational structure including a plurality of stages;
• determine, in one or more of the plurality of stages, a first segment of code that accesses the value setting and a second segment of code that does not access the value setting;
• and
• replace the first segment with the value setting.