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Make specs, rates and fluxes arrays dictionary (or dataframe) #3

@pb866

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@pb866

Make specs, rates and fluxes arrays a dictionary (or dataframe with symbols of species/reactions as column names) to avoid having to make the search for species/reactions more convenient without find.

Dictionaries seem better solution as the are not bound to the same column length and having to have a workaround wrapping it in an outer array and are fastest.

  • Test performance finding every entry for a 10.000 integer array:
    • Dictionary (fastest): 0.0023
    • DataFrame: 0.0118
    • Find: 0.4907
    • Findin (slowest): 1.2959
  • Transform specs, rates, and flux arrays into dictionaries
  • Revise search in DSMACCanalysis
  • Make MCM version obsolete (not needed as no translation back from GECKO-A to MCM in newly structured scripts), adjust input files and read routines
  • Adjust plotting to new data format

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