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: '', 1: '', 2: '', 3: '', 4: 'Constructor_initMaterialProperties', 5: 'Constructor_initMesh', 6: 'Constructor_initFunctionSpaces', 7: 'Constructor_initPostProcess', 8: 'Constructor_graph', 9: 'Constructor_matrixVector', 10: 'Constructor_algebraicOthers', 11: 'Constructor_init', 12: 'PostProcessing_exportResults', 13: 'Solve_ksp-niter', 14: 'Solve_algebraic-assembly', 15: 'Solve_algebraic-solve', 16: 'Solve_solve', 17: 'Normal_Heat_Flux_alpha', 18: 'Normal_Heat_Flux_beta', 19: 'Normal_Heat_Flux_gamma', 20: 'Points_alpha_max_field_temperature', 21: 'Points_alpha_min_field_temperature', 22: 'Points_beta_max_field_temperature', 23: 'Points_beta_min_field_temperature', 24: 'Statistics_temperature_alpha_max', 25: 'Statistics_temperature_alpha_min', 26: 'Statistics_temperature_beta_max', 27: 'Statistics_temperature_beta_min', 28: '', 29: '', 30: '', 31: '', 32: '', 33: '', 34: '', 35: 'Constructor_initMaterialProperties', 36: 'Constructor_initMesh', 37: 'Constructor_initFunctionSpaces', 38: 'Constructor_initPostProcess', 39: 'Constructor_graph', 40: 'Constructor_matrixVector', 41: 'Constructor_algebraicOthers', 42: 'Constructor_init', 43: 'PostProcessing_exportResults', 44: 'Solve_ksp-niter', 45: 'Solve_algebraic-assembly', 46: 'Solve_algebraic-solve', 47: 'Solve_solve', 48: 'Normal_Heat_Flux_alpha', 49: 'Normal_Heat_Flux_beta', 50: 'Normal_Heat_Flux_gamma', 51: 'Points_alpha_max_field_temperature', 52: 'Points_alpha_min_field_temperature', 53: 'Points_beta_max_field_temperature', 54: 'Points_beta_min_field_temperature', 55: 'Statistics_temperature_alpha_max', 56: 'Statistics_temperature_alpha_min', 57: 'Statistics_temperature_beta_max', 58: 'Statistics_temperature_beta_min', 59: 'Constructor_initMaterialProperties', 60: 'Constructor_initMesh', 61: 'Constructor_initFunctionSpaces', 62: 'Constructor_initPostProcess', 63: 'Constructor_graph', 64: 'Constructor_matrixVector', 65: 'Constructor_algebraicOthers', 66: 'Constructor_init', 67: 'PostProcessing_exportResults', 68: 'Solve_ksp-niter', 69: 'Solve_algebraic-assembly', 70: 'Solve_algebraic-solve', 71: 'Solve_solve', 72: 'Normal_Heat_Flux_alpha', 73: 'Normal_Heat_Flux_beta', 74: 'Normal_Heat_Flux_gamma', 75: 'Points_alpha_max_field_temperature', 76: 'Points_alpha_min_field_temperature', 77: 'Points_beta_max_field_temperature', 78: 'Points_beta_min_field_temperature', 79: 'Statistics_temperature_alpha_max', 80: 'Statistics_temperature_alpha_min', 81: 'Statistics_temperature_beta_max', 82: 'Statistics_temperature_beta_min', 83: '', 84: '', 85: '', 86: '', 87: '', 88: 'Constructor_initMaterialProperties', 89: 'Constructor_initMesh', 90: 'Constructor_initFunctionSpaces', 91: 'Constructor_initPostProcess', 92: 'Constructor_graph', 93: 'Constructor_matrixVector', 94: 'Constructor_algebraicOthers', 95: 'Constructor_init', 96: 'PostProcessing_exportResults', 97: 'Solve_ksp-niter', 98: 'Solve_algebraic-assembly', 99: 'Solve_algebraic-solve', 100: 'Solve_solve', 101: 'Normal_Heat_Flux_alpha', 102: 'Normal_Heat_Flux_beta', 103: 'Normal_Heat_Flux_gamma', 104: 'Points_alpha_max_field_temperature', 105: 'Points_alpha_min_field_temperature', 106: 'Points_beta_max_field_temperature', 107: 'Points_beta_min_field_temperature', 108: 'Statistics_temperature_alpha_max', 109: 'Statistics_temperature_alpha_min', 110: 'Statistics_temperature_beta_max', 111: 'Statistics_temperature_beta_min', 112: '', 113: '', 114: '', 115: 'Constructor_initMaterialProperties', 116: 'Constructor_initMesh', 117: 'Constructor_initFunctionSpaces', 118: 'Constructor_initPostProcess', 119: 'Constructor_graph', 120: 'Constructor_matrixVector', 121: 'Constructor_algebraicOthers', 122: 'Constructor_init', 123: 'PostProcessing_exportResults', 124: 'Solve_ksp-niter', 125: 'Solve_algebraic-assembly', 126: 'Solve_algebraic-solve', 127: 'Solve_solve', 128: 'Normal_Heat_Flux_alpha', 129: 'Normal_Heat_Flux_beta', 130: 'Normal_Heat_Flux_gamma', 131: 'Points_alpha_max_field_temperature', 132: 'Points_alpha_min_field_temperature', 133: 'Points_beta_max_field_temperature', 134: 'Points_beta_min_field_temperature', 135: 'Statistics_temperature_alpha_max', 136: 'Statistics_temperature_alpha_min', 137: 'Statistics_temperature_beta_max', 138: 'Statistics_temperature_beta_min', 139: '', 140: '', 141: '', 142: ''}, 'value': {0: nan, 1: nan, 2: nan, 3: nan, 4: 0.009822008, 5: 0.66254486, 6: 0.0731087, 7: 0.026403242, 8: 0.032315375, 9: 0.049939552, 10: 0.000115778, 11: 9.66895944, 12: 3.13249936, 13: 21.0, 14: 0.208638122, 15: 0.201034698, 16: 0.410433501, 17: 43.66448984966519, 18: 13.234932791680627, 19: -57.4851845727992, 20: 17.902221778476278, 21: 11.304866748371056, 22: 16.842788243943428, 23: 11.082223374054397, 24: 17.90216912205248, 25: 11.371955934523339, 26: 16.84274115727896, 27: 11.112161834358321, 28: nan, 29: nan, 30: nan, 31: nan, 32: nan, 33: nan, 34: nan, 35: 0.010968872, 36: 0.641211869, 37: 0.06127795, 38: 0.024953657, 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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': ['Solve_solve', 'PostProcessing_exportResults', 'Constructor_init']}, {'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': ['Solve_solve', 'PostProcessing_exportResults', 'Constructor_init']}])
controller=Controller(model,view)

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