diff --git a/README.md b/README.md index b79a42b69418f5663dd1472b3b3d01c1fc89dca3..d91666d7fb0a66a2925b2f39f263d65a55f2a1f6 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ The relational RAG solutions use Gradle as build tool. Thus there are no extra prerequisites. -However, in order to run the rSync solutions, the following tools are necessary: +However, in order to run the RSYNC solutions, the following tools are necessary: * Scala (optional, will be downloaded automatically via SBT if not present) * [SBT](https://www.scala-sbt.org/) 1.x diff --git a/output/last_output.csv b/output/last_output.csv index 59885106e6ae02d5df7b480f11bdccbb234285f1..8d1b81a4cc458bd27515e47621c11a113dba14be 100644 --- a/output/last_output.csv +++ b/output/last_output.csv @@ -384,7 +384,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;0;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;0;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;0;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;0;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;0;Initialize;Time;241732900 +RSync;GeneratedI4O2Seed42.ttmodel;0;Initialization;Time;241732900 RSync;GeneratedI4O2Seed42.ttmodel;0;Load;Time;231817950 RSync;GeneratedI4O2Seed42.ttmodel;0;Run;Time;84732792 RSync;GeneratedI4O2Seed42.ttmodel;0;Run;AssignmentNodes;12 @@ -392,7 +392,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;0;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;0;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;0;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;0;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;0;Initialize;Time;336374481 +RSync;GeneratedI8O2Seed68.ttmodel;0;Initialization;Time;336374481 RSync;GeneratedI8O2Seed68.ttmodel;0;Load;Time;5698035606 RSync;GeneratedI8O2Seed68.ttmodel;0;Run;Time;3436508845 RSync;GeneratedI8O2Seed68.ttmodel;0;Run;AssignmentNodes;191 @@ -400,7 +400,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;0;Run;DecisionNodes;190 RSync;GeneratedI8O2Seed68.ttmodel;0;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;0;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;0;Run;AvgPath;7.670157068062827 -RSync;GeneratedI8O4Seed68.ttmodel;0;Initialize;Time;345791741 +RSync;GeneratedI8O4Seed68.ttmodel;0;Initialization;Time;345791741 RSync;GeneratedI8O4Seed68.ttmodel;0;Load;Time;7813322484 RSync;GeneratedI8O4Seed68.ttmodel;0;Run;Time;8033435878 RSync;GeneratedI8O4Seed68.ttmodel;0;Run;AssignmentNodes;232 @@ -408,7 +408,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;0;Run;DecisionNodes;231 RSync;GeneratedI8O4Seed68.ttmodel;0;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;0;Run;MinPath;6 RSync;GeneratedI8O4Seed68.ttmodel;0;Run;AvgPath;7.900862068965517 -RSync;GeneratedI10O2Seed68.ttmodel;0;Initialize;Time;430038364 +RSync;GeneratedI10O2Seed68.ttmodel;0;Initialization;Time;430038364 RSync;GeneratedI10O2Seed68.ttmodel;0;Load;Time;140826147497 RSync;GeneratedI10O2Seed68.ttmodel;0;Run;Time;86864651243 RSync;GeneratedI10O2Seed68.ttmodel;0;Run;AssignmentNodes;781 @@ -819,7 +819,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;1;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;1;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;1;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;1;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;1;Initialize;Time;250648818 +RSync;GeneratedI4O2Seed42.ttmodel;1;Initialization;Time;250648818 RSync;GeneratedI4O2Seed42.ttmodel;1;Load;Time;232529225 RSync;GeneratedI4O2Seed42.ttmodel;1;Run;Time;81628857 RSync;GeneratedI4O2Seed42.ttmodel;1;Run;AssignmentNodes;12 @@ -827,7 +827,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;1;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;1;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;1;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;1;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;1;Initialize;Time;335924272 +RSync;GeneratedI8O2Seed68.ttmodel;1;Initialization;Time;335924272 RSync;GeneratedI8O2Seed68.ttmodel;1;Load;Time;5791768503 RSync;GeneratedI8O2Seed68.ttmodel;1;Run;Time;3700176793 RSync;GeneratedI8O2Seed68.ttmodel;1;Run;AssignmentNodes;202 @@ -835,7 +835,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;1;Run;DecisionNodes;201 RSync;GeneratedI8O2Seed68.ttmodel;1;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;1;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;1;Run;AvgPath;7.742574257425742 -RSync;GeneratedI8O4Seed68.ttmodel;1;Initialize;Time;343540242 +RSync;GeneratedI8O4Seed68.ttmodel;1;Initialization;Time;343540242 RSync;GeneratedI8O4Seed68.ttmodel;1;Load;Time;7801335157 RSync;GeneratedI8O4Seed68.ttmodel;1;Run;Time;7722600753 RSync;GeneratedI8O4Seed68.ttmodel;1;Run;AssignmentNodes;228 @@ -843,7 +843,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;1;Run;DecisionNodes;227 RSync;GeneratedI8O4Seed68.ttmodel;1;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;1;Run;MinPath;6 RSync;GeneratedI8O4Seed68.ttmodel;1;Run;AvgPath;7.881578947368421 -RSync;GeneratedI10O2Seed68.ttmodel;1;Initialize;Time;417937303 +RSync;GeneratedI10O2Seed68.ttmodel;1;Initialization;Time;417937303 RSync;GeneratedI10O2Seed68.ttmodel;1;Load;Time;143570459222 RSync;GeneratedI10O2Seed68.ttmodel;1;Run;Time;90671338894 RSync;GeneratedI10O2Seed68.ttmodel;1;Run;AssignmentNodes;796 @@ -1254,7 +1254,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;2;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;2;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;2;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;2;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;2;Initialize;Time;254445996 +RSync;GeneratedI4O2Seed42.ttmodel;2;Initialization;Time;254445996 RSync;GeneratedI4O2Seed42.ttmodel;2;Load;Time;231128463 RSync;GeneratedI4O2Seed42.ttmodel;2;Run;Time;81352397 RSync;GeneratedI4O2Seed42.ttmodel;2;Run;AssignmentNodes;12 @@ -1262,7 +1262,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;2;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;2;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;2;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;2;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;2;Initialize;Time;333991713 +RSync;GeneratedI8O2Seed68.ttmodel;2;Initialization;Time;333991713 RSync;GeneratedI8O2Seed68.ttmodel;2;Load;Time;5797840725 RSync;GeneratedI8O2Seed68.ttmodel;2;Run;Time;3663910498 RSync;GeneratedI8O2Seed68.ttmodel;2;Run;AssignmentNodes;199 @@ -1270,7 +1270,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;2;Run;DecisionNodes;198 RSync;GeneratedI8O2Seed68.ttmodel;2;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;2;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;2;Run;AvgPath;7.723618090452261 -RSync;GeneratedI8O4Seed68.ttmodel;2;Initialize;Time;326589298 +RSync;GeneratedI8O4Seed68.ttmodel;2;Initialization;Time;326589298 RSync;GeneratedI8O4Seed68.ttmodel;2;Load;Time;7814567263 RSync;GeneratedI8O4Seed68.ttmodel;2;Run;Time;7832662957 RSync;GeneratedI8O4Seed68.ttmodel;2;Run;AssignmentNodes;230 @@ -1278,7 +1278,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;2;Run;DecisionNodes;229 RSync;GeneratedI8O4Seed68.ttmodel;2;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;2;Run;MinPath;7 RSync;GeneratedI8O4Seed68.ttmodel;2;Run;AvgPath;7.886956521739131 -RSync;GeneratedI10O2Seed68.ttmodel;2;Initialize;Time;425215756 +RSync;GeneratedI10O2Seed68.ttmodel;2;Initialization;Time;425215756 RSync;GeneratedI10O2Seed68.ttmodel;2;Load;Time;145228806977 RSync;GeneratedI10O2Seed68.ttmodel;2;Run;Time;92163486767 RSync;GeneratedI10O2Seed68.ttmodel;2;Run;AssignmentNodes;805 @@ -1689,7 +1689,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;3;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;3;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;3;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;3;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;3;Initialize;Time;250420641 +RSync;GeneratedI4O2Seed42.ttmodel;3;Initialization;Time;250420641 RSync;GeneratedI4O2Seed42.ttmodel;3;Load;Time;224862221 RSync;GeneratedI4O2Seed42.ttmodel;3;Run;Time;80713734 RSync;GeneratedI4O2Seed42.ttmodel;3;Run;AssignmentNodes;12 @@ -1697,7 +1697,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;3;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;3;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;3;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;3;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;3;Initialize;Time;327263532 +RSync;GeneratedI8O2Seed68.ttmodel;3;Initialization;Time;327263532 RSync;GeneratedI8O2Seed68.ttmodel;3;Load;Time;5739280897 RSync;GeneratedI8O2Seed68.ttmodel;3;Run;Time;3444931641 RSync;GeneratedI8O2Seed68.ttmodel;3;Run;AssignmentNodes;191 @@ -1705,7 +1705,7 @@ 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RSync;GeneratedI10O2Seed68.ttmodel;3;Run;Time;90753856492 RSync;GeneratedI10O2Seed68.ttmodel;3;Run;AssignmentNodes;809 @@ -2124,7 +2124,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;4;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;4;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;4;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;4;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;4;Initialize;Time;259027381 +RSync;GeneratedI4O2Seed42.ttmodel;4;Initialization;Time;259027381 RSync;GeneratedI4O2Seed42.ttmodel;4;Load;Time;228320626 RSync;GeneratedI4O2Seed42.ttmodel;4;Run;Time;81608267 RSync;GeneratedI4O2Seed42.ttmodel;4;Run;AssignmentNodes;12 @@ -2132,7 +2132,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;4;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;4;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;4;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;4;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;4;Initialize;Time;350942423 +RSync;GeneratedI8O2Seed68.ttmodel;4;Initialization;Time;350942423 RSync;GeneratedI8O2Seed68.ttmodel;4;Load;Time;5664695950 RSync;GeneratedI8O2Seed68.ttmodel;4;Run;Time;3344992430 RSync;GeneratedI8O2Seed68.ttmodel;4;Run;AssignmentNodes;186 @@ -2140,7 +2140,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;4;Run;DecisionNodes;185 RSync;GeneratedI8O2Seed68.ttmodel;4;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;4;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;4;Run;AvgPath;7.639784946236559 -RSync;GeneratedI8O4Seed68.ttmodel;4;Initialize;Time;339289883 +RSync;GeneratedI8O4Seed68.ttmodel;4;Initialization;Time;339289883 RSync;GeneratedI8O4Seed68.ttmodel;4;Load;Time;7786990815 RSync;GeneratedI8O4Seed68.ttmodel;4;Run;Time;7777124984 RSync;GeneratedI8O4Seed68.ttmodel;4;Run;AssignmentNodes;227 @@ -2148,7 +2148,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;4;Run;DecisionNodes;226 RSync;GeneratedI8O4Seed68.ttmodel;4;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;4;Run;MinPath;6 RSync;GeneratedI8O4Seed68.ttmodel;4;Run;AvgPath;7.8766519823788546 -RSync;GeneratedI10O2Seed68.ttmodel;4;Initialize;Time;398352574 +RSync;GeneratedI10O2Seed68.ttmodel;4;Initialization;Time;398352574 RSync;GeneratedI10O2Seed68.ttmodel;4;Load;Time;141563833876 RSync;GeneratedI10O2Seed68.ttmodel;4;Run;Time;88039506890 RSync;GeneratedI10O2Seed68.ttmodel;4;Run;AssignmentNodes;791 @@ -2559,7 +2559,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;5;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;5;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;5;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;5;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;5;Initialize;Time;253964228 +RSync;GeneratedI4O2Seed42.ttmodel;5;Initialization;Time;253964228 RSync;GeneratedI4O2Seed42.ttmodel;5;Load;Time;230097192 RSync;GeneratedI4O2Seed42.ttmodel;5;Run;Time;83476471 RSync;GeneratedI4O2Seed42.ttmodel;5;Run;AssignmentNodes;12 @@ -2567,7 +2567,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;5;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;5;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;5;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;5;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;5;Initialize;Time;332384876 +RSync;GeneratedI8O2Seed68.ttmodel;5;Initialization;Time;332384876 RSync;GeneratedI8O2Seed68.ttmodel;5;Load;Time;5639075907 RSync;GeneratedI8O2Seed68.ttmodel;5;Run;Time;3379493737 RSync;GeneratedI8O2Seed68.ttmodel;5;Run;AssignmentNodes;189 @@ -2575,7 +2575,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;5;Run;DecisionNodes;188 RSync;GeneratedI8O2Seed68.ttmodel;5;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;5;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;5;Run;AvgPath;7.671957671957672 -RSync;GeneratedI8O4Seed68.ttmodel;5;Initialize;Time;347481171 +RSync;GeneratedI8O4Seed68.ttmodel;5;Initialization;Time;347481171 RSync;GeneratedI8O4Seed68.ttmodel;5;Load;Time;7841030643 RSync;GeneratedI8O4Seed68.ttmodel;5;Run;Time;7809717974 RSync;GeneratedI8O4Seed68.ttmodel;5;Run;AssignmentNodes;228 @@ -2583,7 +2583,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;5;Run;DecisionNodes;227 RSync;GeneratedI8O4Seed68.ttmodel;5;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;5;Run;MinPath;7 RSync;GeneratedI8O4Seed68.ttmodel;5;Run;AvgPath;7.87719298245614 -RSync;GeneratedI10O2Seed68.ttmodel;5;Initialize;Time;409552416 +RSync;GeneratedI10O2Seed68.ttmodel;5;Initialization;Time;409552416 RSync;GeneratedI10O2Seed68.ttmodel;5;Load;Time;142178988044 RSync;GeneratedI10O2Seed68.ttmodel;5;Run;Time;92376172179 RSync;GeneratedI10O2Seed68.ttmodel;5;Run;AssignmentNodes;816 @@ -2994,7 +2994,7 @@ RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;6;Run;AssignmentNo RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;6;Run;MinPath;14 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;6;Run;MaxPath;15 RelationalRAGSolutionROBDD-H;GeneratedI15O5Seed282316.ttmodel;6;Run;AvgPath;14.96759033203125 -RSync;GeneratedI4O2Seed42.ttmodel;6;Initialize;Time;275746165 +RSync;GeneratedI4O2Seed42.ttmodel;6;Initialization;Time;275746165 RSync;GeneratedI4O2Seed42.ttmodel;6;Load;Time;231808290 RSync;GeneratedI4O2Seed42.ttmodel;6;Run;Time;82498863 RSync;GeneratedI4O2Seed42.ttmodel;6;Run;AssignmentNodes;12 @@ -3002,7 +3002,7 @@ RSync;GeneratedI4O2Seed42.ttmodel;6;Run;DecisionNodes;11 RSync;GeneratedI4O2Seed42.ttmodel;6;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;6;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;6;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;6;Initialize;Time;324890729 +RSync;GeneratedI8O2Seed68.ttmodel;6;Initialization;Time;324890729 RSync;GeneratedI8O2Seed68.ttmodel;6;Load;Time;5655331655 RSync;GeneratedI8O2Seed68.ttmodel;6;Run;Time;3722655948 RSync;GeneratedI8O2Seed68.ttmodel;6;Run;AssignmentNodes;205 @@ -3010,7 +3010,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;6;Run;DecisionNodes;204 RSync;GeneratedI8O2Seed68.ttmodel;6;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;6;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;6;Run;AvgPath;7.775609756097561 -RSync;GeneratedI8O4Seed68.ttmodel;6;Initialize;Time;330266647 +RSync;GeneratedI8O4Seed68.ttmodel;6;Initialization;Time;330266647 RSync;GeneratedI8O4Seed68.ttmodel;6;Load;Time;7959836215 RSync;GeneratedI8O4Seed68.ttmodel;6;Run;Time;7853136404 RSync;GeneratedI8O4Seed68.ttmodel;6;Run;AssignmentNodes;233 @@ -3018,7 +3018,7 @@ RSync;GeneratedI8O4Seed68.ttmodel;6;Run;DecisionNodes;232 RSync;GeneratedI8O4Seed68.ttmodel;6;Run;MaxPath;8 RSync;GeneratedI8O4Seed68.ttmodel;6;Run;MinPath;6 RSync;GeneratedI8O4Seed68.ttmodel;6;Run;AvgPath;7.905579399141631 -RSync;GeneratedI10O2Seed68.ttmodel;6;Initialize;Time;410798243 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RSync;GeneratedI4O2Seed42.ttmodel;7;Run;MaxPath;4 RSync;GeneratedI4O2Seed42.ttmodel;7;Run;MinPath;2 RSync;GeneratedI4O2Seed42.ttmodel;7;Run;AvgPath;3.75 -RSync;GeneratedI8O2Seed68.ttmodel;7;Initialize;Time;336870995 +RSync;GeneratedI8O2Seed68.ttmodel;7;Initialization;Time;336870995 RSync;GeneratedI8O2Seed68.ttmodel;7;Load;Time;5591417461 RSync;GeneratedI8O2Seed68.ttmodel;7;Run;Time;3580022580 RSync;GeneratedI8O2Seed68.ttmodel;7;Run;AssignmentNodes;200 @@ -3445,7 +3445,7 @@ RSync;GeneratedI8O2Seed68.ttmodel;7;Run;DecisionNodes;199 RSync;GeneratedI8O2Seed68.ttmodel;7;Run;MaxPath;8 RSync;GeneratedI8O2Seed68.ttmodel;7;Run;MinPath;6 RSync;GeneratedI8O2Seed68.ttmodel;7;Run;AvgPath;7.73 -RSync;GeneratedI8O4Seed68.ttmodel;7;Initialize;Time;337624699 +RSync;GeneratedI8O4Seed68.ttmodel;7;Initialization;Time;337624699 RSync;GeneratedI8O4Seed68.ttmodel;7;Load;Time;7842550055 RSync;GeneratedI8O4Seed68.ttmodel;7;Run;Time;7996860507 RSync;GeneratedI8O4Seed68.ttmodel;7;Run;AssignmentNodes;232 @@ 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InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I3 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I0 location=null -in row -Used Port: InputPort: name=I3 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I3 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I1 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I2 location=null -in row -Used Port: InputPort: name=I9 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I5 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I8 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I4 location=null -in row -Used Port: InputPort: name=I9 location=null 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0000000000000000000000000000000000000000..c70e614e21f2271cdb2d9b1bbdb695a40c3fd0d6 --- /dev/null +++ b/scripts/rolediagrams.ipynb @@ -0,0 +1,309 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib import rcParams\n", + "import numpy as np\n", + "import pandas as pd\n", + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# rcParams['font.family'] = 'sans-serif'\n", + "# rcParams['font.sans-serif'] = ['Open Sans']\n", + "# rcParams['font.weight'] = 'semibold'\n", + "\n", + "\n", + "my_dpi = 300\n", + "name_to_read = '../output/last_output.csv'\n", + "FORMAT = re.compile('GeneratedI(\\d+)O(\\d+)Seed\\d+')\n", + "MODEL_X_FORMAT = 'Input: {}\\nOutput: {}'\n", + "model_order = [MODEL_X_FORMAT.format(i, o) for i, o in ((4,2), (8,2), (8,4), (10,2), (12,2), (14,4), (15,5))]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def normalise_data(data):\n", + " data = data.groupby(['Tool', 'Model', 'PhaseName', 'MetricName']).mean().reset_index()\n", + " data.loc[:, 'Model'] = data['Model'].apply(change_model_name)\n", + " data['ModelOrder'] = data.apply(lambda row : model_order.index(row['Model']), axis=1)\n", + " data.sort_values('ModelOrder')\n", + " return data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def read_measurements(file_name=None):\n", + " if file_name is None:\n", + " file_name = name_to_read\n", + " data = pd.read_csv(file_name, delimiter=';')\n", + "\n", + " # Normalize data\n", + " data = normalise_data(data)\n", + "\n", + " # Split time and memory data\n", + " load_time_data = data[data['PhaseName'] == 'Load'].copy()\n", + " load_time_data = load_time_data[load_time_data['MetricName'] == 'Time']\n", + " run_time_data = data[data['MetricName'] == 'Time'].copy()\n", + " run_time_data = run_time_data[run_time_data['PhaseName'] == 'Run']\n", + " \n", + " time_data = data.copy()\n", + " time_data = time_data[time_data['PhaseName'] != 'Initialization']\n", + " \n", + " time_data = time_data[time_data['MetricName'] == 'Time']\n", + " time_data = time_data.groupby(['Tool', 'Model', 'MetricName','ModelOrder']).aggregate({'MetricValue': 'sum'}).reset_index()\n", + " \n", + " \n", + " nodes_data = data[data['MetricName'] == 'DecisionNodes'].copy()\n", + " time_data.loc[:, 'MetricValue'] = time_data['MetricValue'] / 10e6\n", + " \n", + " load_time_data.loc[:, 'MetricValue'] = load_time_data['MetricValue'] / 10e6\n", + " run_time_data.loc[:, 'MetricValue'] = run_time_data['MetricValue'] / 10e6\n", + "\n", + "# data['value'] = data['MetricValue'] / 10e6\n", + " return (time_data, load_time_data, run_time_data, nodes_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def change_model_name(old_name):\n", + " match = FORMAT.match(old_name)\n", + " if match:\n", + " return MODEL_X_FORMAT.format(*match.groups())\n", + " return old_name" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "good_colors = ['#000000','#e69f00','#56b4e9','#009e73','#f0e442','#0072b2','#d55e00','#cc79a7']\n", + "good_shapes = ['o', 's', 'v', '^', 'x']\n", + "good_dashes = ['-', '--', ':', '-.']\n", + "\n", + "info = {\n", + " 'EMFSolutionATL': (good_colors[0], good_shapes[0], good_dashes[0], 'ATL BDT'),\n", + " 'RSyncBDD': (good_colors[2], good_shapes[2], good_dashes[0], 'RSYNC ordered BDD'),\n", + " 'RSyncBDD-Unordered': (good_colors[3], good_shapes[3], good_dashes[0], 'RSYNC unordered BDD'),\n", + " 'RSyncBDT': (good_colors[4], good_shapes[3], good_dashes[0], 'RSYNC ordered BDT'),\n", + " 'RSyncBDT-Unordered': (good_colors[5], good_shapes[3], good_dashes[0], 'RSYNC unordered BDT')\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "def reformat(data, tools):\n", + " ids = data['ModelOrder'].unique()\n", + " new_data = pd.DataFrame(data=None, index=ids, columns=['Model'] + sorted(tools))\n", + " new_data['Model'] = data['Model'].unique()\n", + " #new_data['ModelOrder'] = time_data['ModelOrder'].unique()\n", + "\n", + " for tool in tools:\n", + " data_for_tool = data[data['Tool'] == tool]\n", + " for model_id in ids:\n", + " try:\n", + " value = data_for_tool[data_for_tool['ModelOrder'] == model_id]['MetricValue'].item()\n", + " # at[row, column] = value\n", + " new_data.at[model_id, tool] = value\n", + " except:\n", + " pass\n", + " new_data.sort_index(inplace=True)\n", + " return new_data" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "def draw_bar(data, axis_title, colors, logY, output_name, plotLegend):\n", + " fig = plt.figure(figsize=(1920/my_dpi, 1080/my_dpi), dpi=my_dpi)\n", + " ax1 = fig.add_subplot(111)\n", + " if logY:\n", + " ax1.set_yscale('log')\n", + " #else:\n", + " # ax1.set_ylim(0, 1.19 * data['MetricValue'].max())\n", + " data.plot(x=\"Model\", y=sorted(data.columns[1:]), kind=\"bar\", ax=ax1, color=colors,\n", + " label=[info[key][3] for key in sorted(data.columns[1:])])\n", + " ax1.set_xlabel('Model instance',weight='semibold',name='Open Sans')\n", + " ax1.set_ylabel(axis_title, weight='semibold',name='Open Sans')\n", + " if plotLegend:\n", + " legend = ax1.legend(bbox_to_anchor=(0.5, 1.8), loc='upper center', ncol=3)\n", + " fig = legend.figure\n", + " fig.canvas.draw()\n", + " bbox = legend.get_window_extent().transformed(fig.dpi_scale_trans.inverted())\n", + " fig.savefig(output_name + '.png', format=\"png\", dpi=fig.dpi, bbox_inches=bbox)\n", + " else:\n", + " ax1.legend().set_visible(False)\n", + " plt.tight_layout()\n", + " fig.savefig(output_name + '.pdf', format=\"pdf\", dpi=fig.dpi, bbox_inches=\"tight\")\n", + " fig.savefig(output_name + '.png', format=\"png\", dpi=fig.dpi, bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "time_data, load_time_data, run_time_data, nodes_data = read_measurements()\n", + "\n", + "load_time_data = reformat(load_time_data, list(info))\n", + "run_time_data = reformat(run_time_data, list(info))\n", + "time_data = reformat(time_data, list(info))\n", + "nodes_data = reformat(nodes_data, [tool for tool in info if 'ATL' not in tool])\n", + "values = nodes_data.drop('Model', axis=1)\n", + "nodes_data.loc[:, nodes_data.columns != 'Model'] = values.div(values.max(axis=1), axis=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1920x1080 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1920x1080 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1920x1080 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1920x1080 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1920x1080 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "draw_bar(time_data, 'Time (ms)', good_colors, True, 'role-total_time',False)\n", + "draw_bar(load_time_data, 'Time (ms)', good_colors, True, 'role-load_time',False)\n", + "draw_bar(run_time_data, 'Time (ms)', good_colors, True, 'role-run_time',False)\n", + "# assumption ATL is at first place, thus leave out first color\n", + "draw_bar(nodes_data, 'Decision nodes (normalized)', good_colors[1:], False, 'role-nodes',False)\n", + "draw_bar(time_data, 'Time (ms)', good_colors, True, 'role-legend', True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/solutions/RSync/src/main/scala/MainApp.scala b/solutions/RSync/src/main/scala/MainApp.scala index 155b4a63b3199bf177d39502a4e1c32b9a74b6dc..b8567065f7a34406c97657c0a9fe3ba9bc7d9a91 100644 --- a/solutions/RSync/src/main/scala/MainApp.scala +++ b/solutions/RSync/src/main/scala/MainApp.scala @@ -8,7 +8,7 @@ import scala.reflect.io.File */ object MainApp extends App { - val Initialize = "Initialize" + val Initialize = "Initialization" val Load = "Load" val Run = "Run" diff --git a/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegration.scala b/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegration.scala index 219b8598cdfb888cfbec4f85343d8800876a7da2..c53602aeb17bc4791e141ed0270ebf2dcedea671 100644 --- a/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegration.scala +++ b/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegration.scala @@ -67,7 +67,6 @@ object BddSyncIntegration extends IIntegrationCompartment { //find next inputport for subtree truthTable.getPorts().filter(p => p.isInstanceOf[sync.tt.InputPort] && !finishPorts.contains(p)).foreach(ttip => { val newCells = ttip.getCells().filter(c => rows.contains(c.getOwner())) - //println("Looking Port: " + ttip.getName() + " S: " + newCells.size) if (newCells.size >= max) { var setTrue: Set[Set[String]] = Set.empty var setFalse: Set[Set[String]] = Set.empty @@ -95,11 +94,9 @@ object BddSyncIntegration extends IIntegrationCompartment { portTT = ttip max = newCells.size } - //println("############################## " + newCells.size + " || T: " + p1 + " F: " + p2) } }) - //println("Used Port: " + portTT) var portBDD: sync.bddg.InputPort = null val oppo: PlayerSync = +portTT getRelatedClassFromName ("InputPort") if (oppo != null) { diff --git a/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegrationWithoutOrder.scala b/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegrationWithoutOrder.scala index 58882020e7f3839d449cfe0f135e4f6335020131..39a916e931202ca47ac15342a8475d111c6faa14 100644 --- a/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegrationWithoutOrder.scala +++ b/solutions/RSync/src/main/scala/ttc2019/worksync/BddSyncIntegrationWithoutOrder.scala @@ -85,7 +85,6 @@ object BddSyncIntegrationWithoutOrder extends IIntegrationCompartment { }) } - //println("Used Port: " + portTT) var portBDD: sync.bddg.InputPort = null val oppo: PlayerSync = +portTT getRelatedClassFromName ("InputPort") if (oppo != null) { diff --git a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtAndBddSyncIntegration.scala b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtAndBddSyncIntegration.scala index 9e58e6341e3a8d53f0fc92f0e54604dec8c8e471..692771e1572bfb889ad5e84ca94a005b0d8fc424 100644 --- a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtAndBddSyncIntegration.scala +++ b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtAndBddSyncIntegration.scala @@ -45,7 +45,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { } def finalEditFunction(): Unit = { - println("FINISH FUNCTION") var ttNode: sync.tt.TruthTable = null createdBdds.foreach(bddNode => { @@ -60,8 +59,7 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { connectTargetElementWithSourceElementes(tree, rows.asInstanceOf[Set[PlayerSync]]) }) - printManager() - println("END FINISH FUNCTION") + //printManager() } def createOutputLookSubtree(bdd: sync.bddg.BDD, truthTable: sync.tt.TruthTable, rows: Set[sync.tt.Row], finishPorts: Set[sync.tt.Port]): sync.bddg.Tree = { @@ -74,7 +72,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { //find next inputport for subtree truthTable.getPorts().filter(p => p.isInstanceOf[sync.tt.InputPort] && !finishPorts.contains(p)).foreach(ttip => { val newCells = ttip.getCells().filter(c => rows.contains(c.getOwner())) - println("Looking Port: " + ttip.getName() + " S: " + newCells.size) if (newCells.size >= max) { var setTrue: Set[Set[String]] = Set.empty var setFalse: Set[Set[String]] = Set.empty @@ -102,11 +99,9 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { portTT = ttip max = newCells.size } - println("############################## " + newCells.size + " || T: " + p1 + " F: " + p2) } }) - println("Used Port: " + portTT) var portBDD: sync.bddg.InputPort = null val oppo: PlayerSync = +portTT getRelatedClassFromName ("InputPort") if (oppo != null) { @@ -120,7 +115,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { val rowsOne = cellis.filter(_.getValue()).map(_.getOwner()) val rowsZero = cellis.filter(!_.getValue()).map(_.getOwner()) - println("Rows (1) " + rowsOne.size + " (2) " + rowsZero.size) var treeZero: sync.bddg.Tree = null var treeOne: sync.bddg.Tree = null @@ -193,8 +187,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { class OutputPortConstruct() extends IIntegrator { def integrate(comp: PlayerSync): PlayerSync = { - println("OutputPort Integration " + comp); - //Step 1: Get construction values val name: String = +this getName () @@ -214,8 +206,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { class InputPortConstruct() extends IIntegrator { def integrate(comp: PlayerSync): PlayerSync = { - println("InputPort Integration " + comp); - //Step 1: Get construction values val name: String = +this getName () @@ -235,8 +225,6 @@ object BdtAndBddSyncIntegration extends IIntegrationCompartment { class TruthTableConstruct() extends IIntegrator { def integrate(comp: PlayerSync): PlayerSync = { - println("TruthTable Integration " + comp); - //Step 1: Get construction values val name: String = +this getName () val ports: Set[sync.tt.Port] = +this getPorts () diff --git a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegration.scala b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegration.scala index 706de0172a8a45c819474ee397e10a7b9d1eada4..058d6dd89b7094d2aae296ddff7721ec7adebbc9 100644 --- a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegration.scala +++ b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegration.scala @@ -58,7 +58,6 @@ object BdtSyncIntegration extends IIntegrationCompartment { truthTable.getPorts().filter(p => p.isInstanceOf[sync.tt.InputPort] && !finishPorts.contains(p)).foreach(ttip => { val newCells = ttip.getCells().filter(c => rows.contains(c.getOwner())) - //println("Looking Port: " + ttip.getName() + " S: " + newCells.size) if (newCells.size >= max) { var setTrue: Set[Set[String]] = Set.empty var setFalse: Set[Set[String]] = Set.empty @@ -86,11 +85,9 @@ object BdtSyncIntegration extends IIntegrationCompartment { portTT = ttip max = newCells.size } - //println("############################## " + newCells.size + " || T: " + p1 + " F: " + p2) } }) - //println("Used Port: " + portTT) var portBDD: sync.bdd.InputPort = null val oppo: PlayerSync = +portTT getRelatedClassFromName ("InputPort") if (oppo != null) { diff --git a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegrationWithoutOrder.scala b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegrationWithoutOrder.scala index 483194acb05d0f207e55aad1d655df64bab4b6fe..a9558ddbf10f8bca3061aadb021b2f716c21d1d3 100644 --- a/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegrationWithoutOrder.scala +++ b/solutions/RSync/src/main/scala/ttc2019/worksync/BdtSyncIntegrationWithoutOrder.scala @@ -80,12 +80,10 @@ object BdtSyncIntegrationWithoutOrder extends IIntegrationCompartment { numberFalse = setFalse.size cellis = newCells portTT = ttip - println("in row") break }) } - println("Used Port: " + portTT) var portBDD: sync.bdd.InputPort = null val oppo: PlayerSync = +portTT getRelatedClassFromName ("InputPort") if (oppo != null) { @@ -98,7 +96,6 @@ object BdtSyncIntegrationWithoutOrder extends IIntegrationCompartment { val rowsOne = cellis.filter(_.getValue()).map(_.getOwner()) val rowsZero = cellis.filter(!_.getValue()).map(_.getOwner()) - //println("Rows (1) " + rowsOne.size + " (2) " + rowsZero.size) var treeZero: sync.bdd.Tree = null var treeOne: sync.bdd.Tree = null