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orloge: OR logs parser
===========================================
orloge is a log parser for several MIP solvers that standardizes the contents into a python dictionary with most of the useful information provided. It supports GUROBI, CPLEX and CBC. Information reported includes: best objective, best bound, cuts, gap, nodes, status, time, etc. It also provides a pandas dataframe with the whole progress log of the solver.
site: https://github.com/pchtsp/orloge/
example with GUROBI::
import orloge as ol
ol.get_info_log_solver('tests/data/gurobi700-app1-2.out', 'GUROBI')
Creates the following output::
{'best_bound': -41.0,
'best_solution': -41.0,
'cut_info': {'best_bound': -167.97894,
'best_solution': -41.0,
'cuts': {'Clique': 1,
'Gomory': 16,
'Implied bound': 23,
'MIR': 22},
'time': 21.0},
'first_relaxed': -178.94318,
'first_solution': -41.0,
'gap': 0.0,
'matrix': {'constraints': 53467, 'nonzeros': 199175, 'variables': 26871},
'matrix_post': {'constraints': 35616, 'nonzeros': 149085, 'variables': 22010},
'nodes': 526.0,
'presolve': {'cols': 4861, 'rows': 17851, 'time': 3.4},
'progress':
Node NodesLeft Objective Depth ... CutsBestBound Gap ItpNode Time
0 0 0 -178.94318 0 ... -178.94318 336% None 4s
1 0 0 -171.91701 0 ... -171.91701 319% None 15s
2 0 0 -170.97660 0 ... -170.97660 317% None 15s
[26 rows x 10 columns],
'rootTime': 0.7,
'sol_code': 1,
'solver': 'GUROBI',
'status': 'Optimal solution found',
'status_code': 1,
'time': 46.67,
'version': '7.0.0'}
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