1 produce an intermediate file using the current code
2 save the file in test_files
3 switch of saving the reference file
4 from now on test if the code still reproduces the reference fiel
5 optimize the code but keep running the test in between to test if the resutls stay the same.

some optimization almost everywhere the outputfile is opened again and again in the inner loop, although it is already open.