Systems and methods for generating distributed software packages using nondistributed source code

A method comprising:

• identifying a first loop within the non-distributed software program using the non-distributed source code;
• determining a first grouping indicator associated with the first loop;
• determining a first mapper key based on the first grouping indicator associated with the first loop;
• generating a first MapReduce job based on the first mapper key and the non-distributed source code within the first loop, the first MapReduce job including a first mapper code and a first reducer code;
• generating the distributed software package, the distributed software package including the first MapReduce job;
• monitoring an execution of the distributed software package;
• and
• modifying at least one of the first mapper code and the first reducer code based on the monitoring.

A computer, the computer comprising:

• a processor;
• and
• a non-transitory computer readable medium coupled to the processor, the computer readable medium comprising code that, when executed by the processor, cause the processor to:
• identify a first loop within the non-distributed software program using the non-distributed source code;
• determine a first grouping indicator associated with the first loop;
• determine a first mapper key based on the first grouping indicator associated with the first loop;
• generate a first MapReduce job based on the first mapper key and the non-distributed source code within the first loop, the first MapReduce job including a first mapper code and a first reducer code;
• generate the distributed software package, the distributed software package including the first MapReduce job;
• monitor an execution of the distributed software package;
• and
• modify at least one of the first mapper code and the first reducer code based on the monitoring.