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: 'HeatConstructor_initMaterialProperties', 1: 'HeatConstructor_initMesh', 2: 'HeatConstructor_initFunctionSpaces', 3: 'HeatConstructor_initPostProcess', 4: 'HeatConstructor_graph', 5: 'HeatConstructor_matrixVector', 6: 'HeatConstructor_algebraicOthers', 7: 'HeatConstructor_init', 8: 'HeatPostProcessing_exportResults', 9: 'HeatSolve_ksp-niter', 10: 'HeatSolve_algebraic-assembly', 11: 'HeatSolve_algebraic-solve', 12: 'HeatSolve_solve', 13: 'HeatConstructor_initMaterialProperties', 14: 'HeatConstructor_initMesh', 15: 'HeatConstructor_initFunctionSpaces', 16: 'HeatConstructor_initPostProcess', 17: 'HeatConstructor_graph', 18: 'HeatConstructor_matrixVector', 19: 'HeatConstructor_algebraicOthers', 20: 'HeatConstructor_init', 21: 'HeatPostProcessing_exportResults', 22: 'HeatSolve_ksp-niter', 23: 'HeatSolve_algebraic-assembly', 24: 'HeatSolve_algebraic-solve', 25: 'HeatSolve_solve', 26: 'HeatConstructor_initMaterialProperties', 27: 'HeatConstructor_initMesh', 28: 'HeatConstructor_initFunctionSpaces', 29: 'HeatConstructor_initPostProcess', 30: 'HeatConstructor_graph', 31: 'HeatConstructor_matrixVector', 32: 'HeatConstructor_algebraicOthers', 33: 'HeatConstructor_init', 34: 'HeatPostProcessing_exportResults', 35: 'HeatSolve_ksp-niter', 36: 'HeatSolve_algebraic-assembly', 37: 'HeatSolve_algebraic-solve', 38: 'HeatSolve_solve', 39: 'HeatConstructor_initMaterialProperties', 40: 'HeatConstructor_initMesh', 41: 'HeatConstructor_initFunctionSpaces', 42: 'HeatConstructor_initPostProcess', 43: 'HeatConstructor_graph', 44: 'HeatConstructor_matrixVector', 45: 'HeatConstructor_algebraicOthers', 46: 'HeatConstructor_init', 47: 'HeatPostProcessing_exportResults', 48: 'HeatSolve_ksp-niter', 49: 'HeatSolve_algebraic-assembly', 50: 'HeatSolve_algebraic-solve', 51: 'HeatSolve_solve', 52: 'HeatConstructor_initMaterialProperties', 53: 'HeatConstructor_initMesh', 54: 'HeatConstructor_initFunctionSpaces', 55: 'HeatConstructor_initPostProcess', 56: 'HeatConstructor_graph', 57: 'HeatConstructor_matrixVector', 58: 'HeatConstructor_algebraicOthers', 59: 'HeatConstructor_init', 60: 'HeatPostProcessing_exportResults', 61: 'HeatSolve_ksp-niter', 62: 'HeatSolve_algebraic-assembly', 63: 'HeatSolve_algebraic-solve', 64: 'HeatSolve_solve', 65: 'HeatConstructor_initMaterialProperties', 66: 'HeatConstructor_initMesh', 67: 'HeatConstructor_initFunctionSpaces', 68: 'HeatConstructor_initPostProcess', 69: 'HeatConstructor_graph', 70: 'HeatConstructor_matrixVector', 71: 'HeatConstructor_algebraicOthers', 72: 'HeatConstructor_init', 73: 'HeatPostProcessing_exportResults', 74: 'HeatSolve_ksp-niter', 75: 'HeatSolve_algebraic-assembly', 76: 'HeatSolve_algebraic-solve', 77: 'HeatSolve_solve', 78: 'HeatConstructor_initMaterialProperties', 79: 'HeatConstructor_initMesh', 80: 'HeatConstructor_initFunctionSpaces', 81: 'HeatConstructor_initPostProcess', 82: 'HeatConstructor_graph', 83: 'HeatConstructor_matrixVector', 84: 'HeatConstructor_algebraicOthers', 85: 'HeatConstructor_init', 86: 'HeatPostProcessing_exportResults', 87: 'HeatSolve_ksp-niter', 88: 'HeatSolve_algebraic-assembly', 89: 'HeatSolve_algebraic-solve', 90: 'HeatSolve_solve', 91: 'HeatConstructor_initMaterialProperties', 92: 'HeatConstructor_initMesh', 93: 'HeatConstructor_initFunctionSpaces', 94: 'HeatConstructor_initPostProcess', 95: 'HeatConstructor_graph', 96: 'HeatConstructor_matrixVector', 97: 'HeatConstructor_algebraicOthers', 98: 'HeatConstructor_init', 99: 'HeatPostProcessing_exportResults', 100: 'HeatSolve_ksp-niter', 101: 'HeatSolve_algebraic-assembly', 102: 'HeatSolve_algebraic-solve', 103: 'HeatSolve_solve', 104: 'HeatConstructor_initMaterialProperties', 105: 'HeatConstructor_initMesh', 106: 'HeatConstructor_initFunctionSpaces', 107: 'HeatConstructor_initPostProcess', 108: 'HeatConstructor_graph', 109: 'HeatConstructor_matrixVector', 110: 'HeatConstructor_algebraicOthers', 111: 'HeatConstructor_init', 112: 'HeatPostProcessing_exportResults', 113: 'HeatSolve_ksp-niter', 114: 'HeatSolve_algebraic-assembly', 115: 'HeatSolve_algebraic-solve', 116: 'HeatSolve_solve', 117: 'HeatConstructor_initMaterialProperties', 118: 'HeatConstructor_initMesh', 119: 'HeatConstructor_initFunctionSpaces', 120: 'HeatConstructor_initPostProcess', 121: 'HeatConstructor_graph', 122: 'HeatConstructor_matrixVector', 123: 'HeatConstructor_algebraicOthers', 124: 'HeatConstructor_init', 125: 'HeatPostProcessing_exportResults', 126: 'HeatSolve_ksp-niter', 127: 'HeatSolve_algebraic-assembly', 128: 'HeatSolve_algebraic-solve', 129: 'HeatSolve_solve', 130: 'HeatConstructor_initMaterialProperties', 131: 'HeatConstructor_initMesh', 132: 'HeatConstructor_initFunctionSpaces', 133: 'HeatConstructor_initPostProcess', 134: 'HeatConstructor_graph', 135: 'HeatConstructor_matrixVector', 136: 'HeatConstructor_algebraicOthers', 137: 'HeatConstructor_init', 138: 'HeatPostProcessing_exportResults', 139: 'HeatSolve_ksp-niter', 140: 'HeatSolve_algebraic-assembly', 141: 'HeatSolve_algebraic-solve', 142: 'HeatSolve_solve', 143: 'HeatConstructor_initMaterialProperties', 144: 'HeatConstructor_initMesh', 145: 'HeatConstructor_initFunctionSpaces', 146: 'HeatConstructor_initPostProcess', 147: 'HeatConstructor_graph', 148: 'HeatConstructor_matrixVector', 149: 'HeatConstructor_algebraicOthers', 150: 'HeatConstructor_init', 151: 'HeatPostProcessing_exportResults', 152: 'HeatSolve_ksp-niter', 153: 'HeatSolve_algebraic-assembly', 154: 'HeatSolve_algebraic-solve', 155: 'HeatSolve_solve', 156: 'HeatConstructor_initMaterialProperties', 157: 'HeatConstructor_initMesh', 158: 'HeatConstructor_initFunctionSpaces', 159: 'HeatConstructor_initPostProcess', 160: 'HeatConstructor_graph', 161: 'HeatConstructor_matrixVector', 162: 'HeatConstructor_algebraicOthers', 163: 'HeatConstructor_init', 164: 'HeatPostProcessing_exportResults', 165: 'HeatSolve_ksp-niter', 166: 'HeatSolve_algebraic-assembly', 167: 'HeatSolve_algebraic-solve', 168: 'HeatSolve_solve', 169: 'HeatConstructor_initMaterialProperties', 170: 'HeatConstructor_initMesh', 171: 'HeatConstructor_initFunctionSpaces', 172: 'HeatConstructor_initPostProcess', 173: 'HeatConstructor_graph', 174: 'HeatConstructor_matrixVector', 175: 'HeatConstructor_algebraicOthers', 176: 'HeatConstructor_init', 177: 'HeatPostProcessing_exportResults', 178: 'HeatSolve_ksp-niter', 179: 'HeatSolve_algebraic-assembly', 180: 'HeatSolve_algebraic-solve', 181: 'HeatSolve_solve', 182: 'HeatConstructor_initMaterialProperties', 183: 'HeatConstructor_initMesh', 184: 'HeatConstructor_initFunctionSpaces', 185: 'HeatConstructor_initPostProcess', 186: 'HeatConstructor_graph', 187: 'HeatConstructor_matrixVector', 188: 'HeatConstructor_algebraicOthers', 189: 'HeatConstructor_init', 190: 'HeatPostProcessing_exportResults', 191: 'HeatSolve_ksp-niter', 192: 'HeatSolve_algebraic-assembly', 193: 'HeatSolve_algebraic-solve', 194: 'HeatSolve_solve'}, 'value': {0: 0.000442341, 1: 1.14796084, 2: 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'feelpp_toolbox_heat', 165: 'feelpp_toolbox_heat', 166: 'feelpp_toolbox_heat', 167: 'feelpp_toolbox_heat', 168: 'feelpp_toolbox_heat', 169: 'feelpp_toolbox_heat', 170: 'feelpp_toolbox_heat', 171: 'feelpp_toolbox_heat', 172: 'feelpp_toolbox_heat', 173: 'feelpp_toolbox_heat', 174: 'feelpp_toolbox_heat', 175: 'feelpp_toolbox_heat', 176: 'feelpp_toolbox_heat', 177: 'feelpp_toolbox_heat', 178: 'feelpp_toolbox_heat', 179: 'feelpp_toolbox_heat', 180: 'feelpp_toolbox_heat', 181: 'feelpp_toolbox_heat', 182: 'feelpp_toolbox_heat', 183: 'feelpp_toolbox_heat', 184: 'feelpp_toolbox_heat', 185: 'feelpp_toolbox_heat', 186: 'feelpp_toolbox_heat', 187: 'feelpp_toolbox_heat', 188: 'feelpp_toolbox_heat', 189: 'feelpp_toolbox_heat', 190: 'feelpp_toolbox_heat', 191: 'feelpp_toolbox_heat', 192: 'feelpp_toolbox_heat', 193: 'feelpp_toolbox_heat', 194: 'feelpp_toolbox_heat'}})
view=View([{'title': 'Execution by application', 'plot_types': ['stacked_bar'], 'transformation': 'performance', 'names': [], 'xaxis': {'parameter': 'application', 'label': 'Application'}, 'yaxis': {'label': 'Execution time (s)'}, 'color_axis': {'parameter': 'machine', 'label': 'Machine'}, 'aggregations': [{'column': 'nb_tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'performance_variable', 'agg': 'sum'}, {'column': 'date', 'agg': 'mean'}], 'variables': []}])
controller=Controller(model,view)

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