Overview

  • Use_Case : Quarter Turn 3D

  • Application : Feel++ electric toolbox

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: 'ElectricConstructor_createMesh', 1: 'ElectricConstructor_createExporters', 2: 'ElectricConstructor_graph', 3: 'ElectricConstructor_matrixVector', 4: 'ElectricConstructor_algebraicOthers', 5: 'ElectricConstructor_init', 6: 'ElectricPostProcessing_exportResults', 7: 'ElectricSolve_ksp-niter', 8: 'ElectricSolve_algebraic-assembly', 9: 'ElectricSolve_algebraic-solve', 10: 'ElectricSolve_solve', 11: 'ElectricConstructor_createMesh', 12: 'ElectricConstructor_createExporters', 13: 'ElectricConstructor_graph', 14: 'ElectricConstructor_matrixVector', 15: 'ElectricConstructor_algebraicOthers', 16: 'ElectricConstructor_init', 17: 'ElectricPostProcessing_exportResults', 18: 'ElectricSolve_ksp-niter', 19: 'ElectricSolve_algebraic-assembly', 20: 'ElectricSolve_algebraic-solve', 21: 'ElectricSolve_solve', 22: 'ElectricConstructor_createMesh', 23: 'ElectricConstructor_createExporters', 24: 'ElectricConstructor_graph', 25: 'ElectricConstructor_matrixVector', 26: 'ElectricConstructor_algebraicOthers', 27: 'ElectricConstructor_init', 28: 'ElectricPostProcessing_exportResults', 29: 'ElectricSolve_ksp-niter', 30: 'ElectricSolve_algebraic-assembly', 31: 'ElectricSolve_algebraic-solve', 32: 'ElectricSolve_solve', 33: 'ElectricConstructor_createMesh', 34: 'ElectricConstructor_createExporters', 35: 'ElectricConstructor_graph', 36: 'ElectricConstructor_matrixVector', 37: 'ElectricConstructor_algebraicOthers', 38: 'ElectricConstructor_init', 39: 'ElectricPostProcessing_exportResults', 40: 'ElectricSolve_ksp-niter', 41: 'ElectricSolve_algebraic-assembly', 42: 'ElectricSolve_algebraic-solve', 43: 'ElectricSolve_solve', 44: 'ElectricConstructor_createMesh', 45: 'ElectricConstructor_createExporters', 46: 'ElectricConstructor_graph', 47: 'ElectricConstructor_matrixVector', 48: 'ElectricConstructor_algebraicOthers', 49: 'ElectricConstructor_init', 50: 'ElectricPostProcessing_exportResults', 51: 'ElectricSolve_ksp-niter', 52: 'ElectricSolve_algebraic-assembly', 53: 'ElectricSolve_algebraic-solve', 54: 'ElectricSolve_solve', 55: 'ElectricConstructor_createMesh', 56: 'ElectricConstructor_createExporters', 57: 'ElectricConstructor_graph', 58: 'ElectricConstructor_matrixVector', 59: 'ElectricConstructor_algebraicOthers', 60: 'ElectricConstructor_init', 61: 'ElectricPostProcessing_exportResults', 62: 'ElectricSolve_ksp-niter', 63: 'ElectricSolve_algebraic-assembly', 64: 'ElectricSolve_algebraic-solve', 65: 'ElectricSolve_solve', 66: 'ElectricConstructor_createMesh', 67: 'ElectricConstructor_createExporters', 68: 'ElectricConstructor_graph', 69: 'ElectricConstructor_matrixVector', 70: 'ElectricConstructor_algebraicOthers', 71: 'ElectricConstructor_init', 72: 'ElectricPostProcessing_exportResults', 73: 'ElectricSolve_ksp-niter', 74: 'ElectricSolve_algebraic-assembly', 75: 'ElectricSolve_algebraic-solve', 76: 'ElectricSolve_solve', 77: 'ElectricConstructor_createMesh', 78: 'ElectricConstructor_createExporters', 79: 'ElectricConstructor_graph', 80: 'ElectricConstructor_matrixVector', 81: 'ElectricConstructor_algebraicOthers', 82: 'ElectricConstructor_init', 83: 'ElectricPostProcessing_exportResults', 84: 'ElectricSolve_ksp-niter', 85: 'ElectricSolve_algebraic-assembly', 86: 'ElectricSolve_algebraic-solve', 87: 'ElectricSolve_solve', 88: 'ElectricConstructor_createMesh', 89: 'ElectricConstructor_createExporters', 90: 'ElectricConstructor_graph', 91: 'ElectricConstructor_matrixVector', 92: 'ElectricConstructor_algebraicOthers', 93: 'ElectricConstructor_init', 94: 'ElectricPostProcessing_exportResults', 95: 'ElectricSolve_ksp-niter', 96: 'ElectricSolve_algebraic-assembly', 97: 'ElectricSolve_algebraic-solve', 98: 'ElectricSolve_solve', 99: 'ElectricConstructor_createMesh', 100: 'ElectricConstructor_createExporters', 101: 'ElectricConstructor_graph', 102: 'ElectricConstructor_matrixVector', 103: 'ElectricConstructor_algebraicOthers', 104: 'ElectricConstructor_init', 105: 'ElectricPostProcessing_exportResults', 106: 'ElectricSolve_ksp-niter', 107: 'ElectricSolve_algebraic-assembly', 108: 'ElectricSolve_algebraic-solve', 109: 'ElectricSolve_solve', 110: 'ElectricConstructor_createMesh', 111: 'ElectricConstructor_createExporters', 112: 'ElectricConstructor_graph', 113: 'ElectricConstructor_matrixVector', 114: 'ElectricConstructor_algebraicOthers', 115: 'ElectricConstructor_init', 116: 'ElectricPostProcessing_exportResults', 117: 'ElectricSolve_ksp-niter', 118: 'ElectricSolve_algebraic-assembly', 119: 'ElectricSolve_algebraic-solve', 120: 'ElectricSolve_solve', 121: 'ElectricConstructor_createMesh', 122: 'ElectricConstructor_createExporters', 123: 'ElectricConstructor_graph', 124: 'ElectricConstructor_matrixVector', 125: 'ElectricConstructor_algebraicOthers', 126: 'ElectricConstructor_init', 127: 'ElectricPostProcessing_exportResults', 128: 'ElectricSolve_ksp-niter', 129: 'ElectricSolve_algebraic-assembly', 130: 'ElectricSolve_algebraic-solve', 131: 'ElectricSolve_solve', 132: 'ElectricConstructor_createMesh', 133: 'ElectricConstructor_createExporters', 134: 'ElectricConstructor_graph', 135: 'ElectricConstructor_matrixVector', 136: 'ElectricConstructor_algebraicOthers', 137: 'ElectricConstructor_init', 138: 'ElectricPostProcessing_exportResults', 139: 'ElectricSolve_ksp-niter', 140: 'ElectricSolve_algebraic-assembly', 141: 'ElectricSolve_algebraic-solve', 142: 'ElectricSolve_solve', 143: 'ElectricConstructor_createMesh', 144: 'ElectricConstructor_createExporters', 145: 'ElectricConstructor_graph', 146: 'ElectricConstructor_matrixVector', 147: 'ElectricConstructor_algebraicOthers', 148: 'ElectricConstructor_init', 149: 'ElectricPostProcessing_exportResults', 150: 'ElectricSolve_ksp-niter', 151: 'ElectricSolve_algebraic-assembly', 152: 'ElectricSolve_algebraic-solve', 153: 'ElectricSolve_solve', 154: 'ElectricConstructor_createMesh', 155: 'ElectricConstructor_createExporters', 156: 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'ElectricPostProcessing_exportResults', 183: 'ElectricSolve_ksp-niter', 184: 'ElectricSolve_algebraic-assembly', 185: 'ElectricSolve_algebraic-solve', 186: 'ElectricSolve_solve', 187: 'ElectricConstructor_createMesh', 188: 'ElectricConstructor_createExporters', 189: 'ElectricConstructor_graph', 190: 'ElectricConstructor_matrixVector', 191: 'ElectricConstructor_algebraicOthers', 192: 'ElectricConstructor_init', 193: 'ElectricPostProcessing_exportResults', 194: 'ElectricSolve_ksp-niter', 195: 'ElectricSolve_algebraic-assembly', 196: 'ElectricSolve_algebraic-solve', 197: 'ElectricSolve_solve', 198: 'ElectricConstructor_createMesh', 199: 'ElectricConstructor_createExporters', 200: 'ElectricConstructor_graph', 201: 'ElectricConstructor_matrixVector', 202: 'ElectricConstructor_algebraicOthers', 203: 'ElectricConstructor_init', 204: 'ElectricPostProcessing_exportResults', 205: 'ElectricSolve_ksp-niter', 206: 'ElectricSolve_algebraic-assembly', 207: 'ElectricSolve_algebraic-solve', 208: 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'ElectricConstructor_matrixVector', 235: 'ElectricConstructor_algebraicOthers', 236: 'ElectricConstructor_init', 237: 'ElectricPostProcessing_exportResults', 238: 'ElectricSolve_ksp-niter', 239: 'ElectricSolve_algebraic-assembly', 240: 'ElectricSolve_algebraic-solve', 241: 'ElectricSolve_solve', 242: 'ElectricConstructor_createMesh', 243: 'ElectricConstructor_createExporters', 244: 'ElectricConstructor_graph', 245: 'ElectricConstructor_matrixVector', 246: 'ElectricConstructor_algebraicOthers', 247: 'ElectricConstructor_init', 248: 'ElectricPostProcessing_exportResults', 249: 'ElectricSolve_ksp-niter', 250: 'ElectricSolve_algebraic-assembly', 251: 'ElectricSolve_algebraic-solve', 252: 'ElectricSolve_solve', 253: 'ElectricConstructor_createMesh', 254: 'ElectricConstructor_createExporters', 255: 'ElectricConstructor_graph', 256: 'ElectricConstructor_matrixVector', 257: 'ElectricConstructor_algebraicOthers', 258: 'ElectricConstructor_init', 259: 'ElectricPostProcessing_exportResults', 260: 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view=View([{'title': 'Execution by machine', 'plot_types': ['scatter'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'date', 'label': 'Date'}, 'color_axis': {'parameter': 'machine', 'label': 'Machine'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'nb_tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'performance_variable', 'agg': 'sum'}], 'variables': ['ElectricConstructor_init', 'ElectricPostProcessing_exportResults', 'ElectricSolve_solve']}, {'title': 'Execution by machine', 'plot_types': ['stacked_bar'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'machine', 'label': 'Machine'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance Step'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'nb_tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'date', 'agg': 'mean'}], 'variables': ['ElectricConstructor_init', 'ElectricPostProcessing_exportResults', 'ElectricSolve_solve']}])
controller=Controller(model,view)

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