Overview

from numpy import nan
from feelpp.benchmarking.report.base.controller import Controller
from feelpp.benchmarking.report.base.model import AggregationModel
from feelpp.benchmarking.report.base.view import View

model=AggregationModel.fromDataframe({'performance_variable': {0: 'Constructor_initMesh', 1: 'Constructor_createExporters', 2: 'Constructor_graph', 3: 'Constructor_matrixVector', 4: 'Constructor_algebraicOthers', 5: 'Constructor_init', 6: 'PostProcessing_exportResults', 7: 'Solve_snes-niter', 8: 'Solve_algebraic-newton-initial-guess', 9: 'Solve_algebraic-jacobian', 10: 'Solve_algebraic-residual', 11: 'Solve_algebraic-nlsolve', 12: 'Solve_solve', 13: 'Constructor_initMesh', 14: 'Constructor_createExporters', 15: 'Constructor_graph', 16: 'Constructor_matrixVector', 17: 'Constructor_algebraicOthers', 18: 'Constructor_init', 19: 'PostProcessing_exportResults', 20: 'Solve_snes-niter', 21: 'Solve_algebraic-newton-initial-guess', 22: 'Solve_algebraic-jacobian', 23: 'Solve_algebraic-residual', 24: 'Solve_algebraic-nlsolve', 25: 'Solve_solve', 26: 'Constructor_initMesh', 27: 'Constructor_createExporters', 28: 'Constructor_graph', 29: 'Constructor_matrixVector', 30: 'Constructor_algebraicOthers', 31: 'Constructor_init', 32: 'PostProcessing_exportResults', 33: 'Solve_snes-niter', 34: 'Solve_algebraic-newton-initial-guess', 35: 'Solve_algebraic-jacobian', 36: 'Solve_algebraic-residual', 37: 'Solve_algebraic-nlsolve', 38: 'Solve_solve', 39: 'Constructor_initMesh', 40: 'Constructor_createExporters', 41: 'Constructor_graph', 42: 'Constructor_matrixVector', 43: 'Constructor_algebraicOthers', 44: 'Constructor_init', 45: 'PostProcessing_exportResults', 46: 'Solve_snes-niter', 47: 'Solve_algebraic-newton-initial-guess', 48: 'Solve_algebraic-jacobian', 49: 'Solve_algebraic-residual', 50: 'Solve_algebraic-nlsolve', 51: 'Solve_solve', 52: 'Constructor_initMesh', 53: 'Constructor_createExporters', 54: 'Constructor_graph', 55: 'Constructor_matrixVector', 56: 'Constructor_algebraicOthers', 57: 'Constructor_init', 58: 'PostProcessing_exportResults', 59: 'Solve_snes-niter', 60: 'Solve_algebraic-newton-initial-guess', 61: 'Solve_algebraic-jacobian', 62: 'Solve_algebraic-residual', 63: 'Solve_algebraic-nlsolve', 64: 'Solve_solve', 65: 'Constructor_initMesh', 66: 'Constructor_createExporters', 67: 'Constructor_graph', 68: 'Constructor_matrixVector', 69: 'Constructor_algebraicOthers', 70: 'Constructor_init', 71: 'PostProcessing_exportResults', 72: 'Solve_snes-niter', 73: 'Solve_algebraic-newton-initial-guess', 74: 'Solve_algebraic-jacobian', 75: 'Solve_algebraic-residual', 76: 'Solve_algebraic-nlsolve', 77: 'Solve_solve', 78: 'Constructor_initMesh', 79: 'Constructor_createExporters', 80: 'Constructor_graph', 81: 'Constructor_matrixVector', 82: 'Constructor_algebraicOthers', 83: 'Constructor_init', 84: 'PostProcessing_exportResults', 85: 'Solve_snes-niter', 86: 'Solve_algebraic-newton-initial-guess', 87: 'Solve_algebraic-jacobian', 88: 'Solve_algebraic-residual', 89: 'Solve_algebraic-nlsolve', 90: 'Solve_solve', 91: 'Constructor_initMesh', 92: 'Constructor_createExporters', 93: 'Constructor_graph', 94: 'Constructor_matrixVector', 95: 'Constructor_algebraicOthers', 96: 'Constructor_init', 97: 'PostProcessing_exportResults', 98: 'Solve_snes-niter', 99: 'Solve_algebraic-newton-initial-guess', 100: 'Solve_algebraic-jacobian', 101: 'Solve_algebraic-residual', 102: 'Solve_algebraic-nlsolve', 103: 'Solve_solve', 104: 'Constructor_initMesh', 105: 'Constructor_createExporters', 106: 'Constructor_graph', 107: 'Constructor_matrixVector', 108: 'Constructor_algebraicOthers', 109: 'Constructor_init', 110: 'PostProcessing_exportResults', 111: 'Solve_snes-niter', 112: 'Solve_algebraic-newton-initial-guess', 113: 'Solve_algebraic-jacobian', 114: 'Solve_algebraic-residual', 115: 'Solve_algebraic-nlsolve', 116: 'Solve_solve'}, 'value': {0: 18.6713345, 1: 0.223848539, 2: 3.56521861, 3: 0.710441151, 4: 0.000103044, 5: 35.2983915, 6: 25.728367, 7: 4.0, 8: 0.402566558, 9: 26.9506389, 10: 11.4052422, 11: 155.325991, 12: 155.385124, 13: 6.98890063, 14: 0.076083303, 15: 0.524080777, 16: 0.444950104, 17: 0.000118272, 18: 18.538871, 19: 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view=View([{'title': 'Execution by use case', 'plot_types': ['scatter'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'date', 'label': 'Date'}, 'secondary_axis': {'parameter': 'hsize', 'label': 'h size'}, 'color_axis': {'parameter': 'nb_tasks.tasks', 'label': 'Tasks'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'performance_variable', 'agg': 'sum'}], 'variables': ['Constructor_init', 'PostProcessing_exportResults', 'Solve_solve']}, {'title': 'Execution by environment (latest benchmarks)', 'plot_types': ['stacked_bar'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'nb_tasks.tasks', 'label': 'Tasks'}, 'secondary_axis': {'parameter': 'environment', 'label': 'Environment'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Step'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'date', 'agg': 'max'}], 'variables': ['Constructor_init', 'PostProcessing_exportResults', 'Solve_solve']}])
controller=Controller(model,view)

for fig in controller.generateAll():
    fig.show()