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_initMaterialProperties', 1: 'Constructor_initMesh', 2: 'Constructor_initFunctionSpaces', 3: 'Constructor_initPostProcess', 4: 'Constructor_graph', 5: 'Constructor_matrixVector', 6: 'Constructor_algebraicOthers', 7: 'Constructor_init', 8: 'PostProcessing_exportResults', 9: 'Solve_ksp-niter', 10: 'Solve_algebraic-assembly', 11: 'Solve_algebraic-solve', 12: 'Solve_solve', 13: 'Normal_Heat_Flux_alpha', 14: 'Normal_Heat_Flux_beta', 15: 'Normal_Heat_Flux_gamma', 16: 'Points_alpha_max_field_temperature', 17: 'Points_alpha_min_field_temperature', 18: 'Points_beta_max_field_temperature', 19: 'Points_beta_min_field_temperature', 20: 'Statistics_temperature_alpha_max', 21: 'Statistics_temperature_alpha_min', 22: 'Statistics_temperature_beta_max', 23: 'Statistics_temperature_beta_min', 24: 'Constructor_initMaterialProperties', 25: 'Constructor_initMesh', 26: 'Constructor_initFunctionSpaces', 27: 'Constructor_initPostProcess', 28: 'Constructor_graph', 29: 'Constructor_matrixVector', 30: 'Constructor_algebraicOthers', 31: 'Constructor_init', 32: 'PostProcessing_exportResults', 33: 'Solve_ksp-niter', 34: 'Solve_algebraic-assembly', 35: 'Solve_algebraic-solve', 36: 'Solve_solve', 37: 'Normal_Heat_Flux_alpha', 38: 'Normal_Heat_Flux_beta', 39: 'Normal_Heat_Flux_gamma', 40: 'Points_alpha_max_field_temperature', 41: 'Points_alpha_min_field_temperature', 42: 'Points_beta_max_field_temperature', 43: 'Points_beta_min_field_temperature', 44: 'Statistics_temperature_alpha_max', 45: 'Statistics_temperature_alpha_min', 46: 'Statistics_temperature_beta_max', 47: 'Statistics_temperature_beta_min', 48: 'Constructor_initMaterialProperties', 49: 'Constructor_initMesh', 50: 'Constructor_initFunctionSpaces', 51: 'Constructor_initPostProcess', 52: 'Constructor_graph', 53: 'Constructor_matrixVector', 54: 'Constructor_algebraicOthers', 55: 'Constructor_init', 56: 'PostProcessing_exportResults', 57: 'Solve_ksp-niter', 58: 'Solve_algebraic-assembly', 59: 'Solve_algebraic-solve', 60: 'Solve_solve', 61: 'Normal_Heat_Flux_alpha', 62: 'Normal_Heat_Flux_beta', 63: 'Normal_Heat_Flux_gamma', 64: 'Points_alpha_max_field_temperature', 65: 'Points_alpha_min_field_temperature', 66: 'Points_beta_max_field_temperature', 67: 'Points_beta_min_field_temperature', 68: 'Statistics_temperature_alpha_max', 69: 'Statistics_temperature_alpha_min', 70: 'Statistics_temperature_beta_max', 71: 'Statistics_temperature_beta_min', 72: 'Constructor_initMaterialProperties', 73: 'Constructor_initMesh', 74: 'Constructor_initFunctionSpaces', 75: 'Constructor_initPostProcess', 76: 'Constructor_graph', 77: 'Constructor_matrixVector', 78: 'Constructor_algebraicOthers', 79: 'Constructor_init', 80: 'PostProcessing_exportResults', 81: 'Solve_ksp-niter', 82: 'Solve_algebraic-assembly', 83: 'Solve_algebraic-solve', 84: 'Solve_solve', 85: 'Normal_Heat_Flux_alpha', 86: 'Normal_Heat_Flux_beta', 87: 'Normal_Heat_Flux_gamma', 88: 'Points_alpha_max_field_temperature', 89: 'Points_alpha_min_field_temperature', 90: 'Points_beta_max_field_temperature', 91: 'Points_beta_min_field_temperature', 92: 'Statistics_temperature_alpha_max', 93: 'Statistics_temperature_alpha_min', 94: 'Statistics_temperature_beta_max', 95: 'Statistics_temperature_beta_min', 96: 'Constructor_initMaterialProperties', 97: 'Constructor_initMesh', 98: 'Constructor_initFunctionSpaces', 99: 'Constructor_initPostProcess', 100: 'Constructor_graph', 101: 'Constructor_matrixVector', 102: 'Constructor_algebraicOthers', 103: 'Constructor_init', 104: 'PostProcessing_exportResults', 105: 'Solve_ksp-niter', 106: 'Solve_algebraic-assembly', 107: 'Solve_algebraic-solve', 108: 'Solve_solve', 109: 'Normal_Heat_Flux_alpha', 110: 'Normal_Heat_Flux_beta', 111: 'Normal_Heat_Flux_gamma', 112: 'Points_alpha_max_field_temperature', 113: 'Points_alpha_min_field_temperature', 114: 'Points_beta_max_field_temperature', 115: 'Points_beta_min_field_temperature', 116: 'Statistics_temperature_alpha_max', 117: 'Statistics_temperature_alpha_min', 118: 'Statistics_temperature_beta_max', 119: 'Statistics_temperature_beta_min', 120: 'Constructor_initMaterialProperties', 121: 'Constructor_initMesh', 122: 'Constructor_initFunctionSpaces', 123: 'Constructor_initPostProcess', 124: 'Constructor_graph', 125: 'Constructor_matrixVector', 126: 'Constructor_algebraicOthers', 127: 'Constructor_init', 128: 'PostProcessing_exportResults', 129: 'Solve_ksp-niter', 130: 'Solve_algebraic-assembly', 131: 'Solve_algebraic-solve', 132: 'Solve_solve', 133: 'Normal_Heat_Flux_alpha', 134: 'Normal_Heat_Flux_beta', 135: 'Normal_Heat_Flux_gamma', 136: 'Points_alpha_max_field_temperature', 137: 'Points_alpha_min_field_temperature', 138: 'Points_beta_max_field_temperature', 139: 'Points_beta_min_field_temperature', 140: 'Statistics_temperature_alpha_max', 141: 'Statistics_temperature_alpha_min', 142: 'Statistics_temperature_beta_max', 143: 'Statistics_temperature_beta_min', 144: 'Constructor_initMaterialProperties', 145: 'Constructor_initMesh', 146: 'Constructor_initFunctionSpaces', 147: 'Constructor_initPostProcess', 148: 'Constructor_graph', 149: 'Constructor_matrixVector', 150: 'Constructor_algebraicOthers', 151: 'Constructor_init', 152: 'PostProcessing_exportResults', 153: 'Solve_ksp-niter', 154: 'Solve_algebraic-assembly', 155: 'Solve_algebraic-solve', 156: 'Solve_solve', 157: 'Normal_Heat_Flux_alpha', 158: 'Normal_Heat_Flux_beta', 159: 'Normal_Heat_Flux_gamma', 160: 'Points_alpha_max_field_temperature', 161: 'Points_alpha_min_field_temperature', 162: 'Points_beta_max_field_temperature', 163: 'Points_beta_min_field_temperature', 164: 'Statistics_temperature_alpha_max', 165: 'Statistics_temperature_alpha_min', 166: 'Statistics_temperature_beta_max', 167: 'Statistics_temperature_beta_min', 168: 'Constructor_initMaterialProperties', 169: 'Constructor_initMesh', 170: 'Constructor_initFunctionSpaces', 171: 'Constructor_initPostProcess', 172: 'Constructor_graph', 173: 'Constructor_matrixVector', 174: 'Constructor_algebraicOthers', 175: 'Constructor_init', 176: 'PostProcessing_exportResults', 177: 'Solve_ksp-niter', 178: 'Solve_algebraic-assembly', 179: 'Solve_algebraic-solve', 180: 'Solve_solve', 181: 'Normal_Heat_Flux_alpha', 182: 'Normal_Heat_Flux_beta', 183: 'Normal_Heat_Flux_gamma', 184: 'Points_alpha_max_field_temperature', 185: 'Points_alpha_min_field_temperature', 186: 'Points_beta_max_field_temperature', 187: 'Points_beta_min_field_temperature', 188: 'Statistics_temperature_alpha_max', 189: 'Statistics_temperature_alpha_min', 190: 'Statistics_temperature_beta_max', 191: 'Statistics_temperature_beta_min', 192: 'Constructor_initMaterialProperties', 193: 'Constructor_initMesh', 194: 'Constructor_initFunctionSpaces', 195: 'Constructor_initPostProcess', 196: 'Constructor_graph', 197: 'Constructor_matrixVector', 198: 'Constructor_algebraicOthers', 199: 'Constructor_init', 200: 'PostProcessing_exportResults', 201: 'Solve_ksp-niter', 202: 'Solve_algebraic-assembly', 203: 'Solve_algebraic-solve', 204: 'Solve_solve', 205: 'Normal_Heat_Flux_alpha', 206: 'Normal_Heat_Flux_beta', 207: 'Normal_Heat_Flux_gamma', 208: 'Points_alpha_max_field_temperature', 209: 'Points_alpha_min_field_temperature', 210: 'Points_beta_max_field_temperature', 211: 'Points_beta_min_field_temperature', 212: 'Statistics_temperature_alpha_max', 213: 'Statistics_temperature_alpha_min', 214: 'Statistics_temperature_beta_max', 215: 'Statistics_temperature_beta_min', 216: 'Constructor_initMaterialProperties', 217: 'Constructor_initMesh', 218: 'Constructor_initFunctionSpaces', 219: 'Constructor_initPostProcess', 220: 'Constructor_graph', 221: 'Constructor_matrixVector', 222: 'Constructor_algebraicOthers', 223: 'Constructor_init', 224: 'PostProcessing_exportResults', 225: 'Solve_ksp-niter', 226: 'Solve_algebraic-assembly', 227: 'Solve_algebraic-solve', 228: 'Solve_solve', 229: 'Normal_Heat_Flux_alpha', 230: 'Normal_Heat_Flux_beta', 231: 'Normal_Heat_Flux_gamma', 232: 'Points_alpha_max_field_temperature', 233: 'Points_alpha_min_field_temperature', 234: 'Points_beta_max_field_temperature', 235: 'Points_beta_min_field_temperature', 236: 'Statistics_temperature_alpha_max', 237: 'Statistics_temperature_alpha_min', 238: 'Statistics_temperature_beta_max', 239: 'Statistics_temperature_beta_min', 240: 'Constructor_initMaterialProperties', 241: 'Constructor_initMesh', 242: 'Constructor_initFunctionSpaces', 243: 'Constructor_initPostProcess', 244: 'Constructor_graph', 245: 'Constructor_matrixVector', 246: 'Constructor_algebraicOthers', 247: 'Constructor_init', 248: 'PostProcessing_exportResults', 249: 'Solve_ksp-niter', 250: 'Solve_algebraic-assembly', 251: 'Solve_algebraic-solve', 252: 'Solve_solve', 253: 'Normal_Heat_Flux_alpha', 254: 'Normal_Heat_Flux_beta', 255: 'Normal_Heat_Flux_gamma', 256: 'Points_alpha_max_field_temperature', 257: 'Points_alpha_min_field_temperature', 258: 'Points_beta_max_field_temperature', 259: 'Points_beta_min_field_temperature', 260: 'Statistics_temperature_alpha_max', 261: 'Statistics_temperature_alpha_min', 262: 'Statistics_temperature_beta_max', 263: 'Statistics_temperature_beta_min', 264: 'Constructor_initMaterialProperties', 265: 'Constructor_initMesh', 266: 'Constructor_initFunctionSpaces', 267: 'Constructor_initPostProcess', 268: 'Constructor_graph', 269: 'Constructor_matrixVector', 270: 'Constructor_algebraicOthers', 271: 'Constructor_init', 272: 'PostProcessing_exportResults', 273: 'Solve_ksp-niter', 274: 'Solve_algebraic-assembly', 275: 'Solve_algebraic-solve', 276: 'Solve_solve', 277: 'Normal_Heat_Flux_alpha', 278: 'Normal_Heat_Flux_beta', 279: 'Normal_Heat_Flux_gamma', 280: 'Points_alpha_max_field_temperature', 281: 'Points_alpha_min_field_temperature', 282: 'Points_beta_max_field_temperature', 283: 'Points_beta_min_field_temperature', 284: 'Statistics_temperature_alpha_max', 285: 'Statistics_temperature_alpha_min', 286: 'Statistics_temperature_beta_max', 287: 'Statistics_temperature_beta_min', 288: 'Constructor_initMaterialProperties', 289: 'Constructor_initMesh', 290: 'Constructor_initFunctionSpaces', 291: 'Constructor_initPostProcess', 292: 'Constructor_graph', 293: 'Constructor_matrixVector', 294: 'Constructor_algebraicOthers', 295: 'Constructor_init', 296: 'PostProcessing_exportResults', 297: 'Solve_ksp-niter', 298: 'Solve_algebraic-assembly', 299: 'Solve_algebraic-solve', 300: 'Solve_solve', 301: 'Normal_Heat_Flux_alpha', 302: 'Normal_Heat_Flux_beta', 303: 'Normal_Heat_Flux_gamma', 304: 'Points_alpha_max_field_temperature', 305: 'Points_alpha_min_field_temperature', 306: 'Points_beta_max_field_temperature', 307: 'Points_beta_min_field_temperature', 308: 'Statistics_temperature_alpha_max', 309: 'Statistics_temperature_alpha_min', 310: 'Statistics_temperature_beta_max', 311: 'Statistics_temperature_beta_min', 312: 'Constructor_initMaterialProperties', 313: 'Constructor_initMesh', 314: 'Constructor_initFunctionSpaces', 315: 'Constructor_initPostProcess', 316: 'Constructor_graph', 317: 'Constructor_matrixVector', 318: 'Constructor_algebraicOthers', 319: 'Constructor_init', 320: 'PostProcessing_exportResults', 321: 'Solve_ksp-niter', 322: 'Solve_algebraic-assembly', 323: 'Solve_algebraic-solve', 324: 'Solve_solve', 325: 'Normal_Heat_Flux_alpha', 326: 'Normal_Heat_Flux_beta', 327: 'Normal_Heat_Flux_gamma', 328: 'Points_alpha_max_field_temperature', 329: 'Points_alpha_min_field_temperature', 330: 'Points_beta_max_field_temperature', 331: 'Points_beta_min_field_temperature', 332: 'Statistics_temperature_alpha_max', 333: 'Statistics_temperature_alpha_min', 334: 'Statistics_temperature_beta_max', 335: 'Statistics_temperature_beta_min', 336: 'Constructor_initMaterialProperties', 337: 'Constructor_initMesh', 338: 'Constructor_initFunctionSpaces', 339: 'Constructor_initPostProcess', 340: 'Constructor_graph', 341: 'Constructor_matrixVector', 342: 'Constructor_algebraicOthers', 343: 'Constructor_init', 344: 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429: 'Statistics_temperature_alpha_min', 430: 'Statistics_temperature_beta_max', 431: 'Statistics_temperature_beta_min', 432: 'Constructor_initMaterialProperties', 433: 'Constructor_initMesh', 434: 'Constructor_initFunctionSpaces', 435: 'Constructor_initPostProcess', 436: 'Constructor_graph', 437: 'Constructor_matrixVector', 438: 'Constructor_algebraicOthers', 439: 'Constructor_init', 440: 'PostProcessing_exportResults', 441: 'Solve_ksp-niter', 442: 'Solve_algebraic-assembly', 443: 'Solve_algebraic-solve', 444: 'Solve_solve', 445: 'Normal_Heat_Flux_alpha', 446: 'Normal_Heat_Flux_beta', 447: 'Normal_Heat_Flux_gamma', 448: 'Points_alpha_max_field_temperature', 449: 'Points_alpha_min_field_temperature', 450: 'Points_beta_max_field_temperature', 451: 'Points_beta_min_field_temperature', 452: 'Statistics_temperature_alpha_max', 453: 'Statistics_temperature_alpha_min', 454: 'Statistics_temperature_beta_max', 455: 'Statistics_temperature_beta_min', 456: 'Constructor_initMaterialProperties', 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view=View([{'title': 'Execution by use case', 'plot_types': ['scatter'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'date', 'label': 'Date'}, 'color_axis': {'parameter': 'use_case', 'label': 'Use case'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'nb_tasks.tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'performance_variable', 'agg': 'sum'}], 'variables': ['Solve_solve', 'PostProcessing_exportResults', 'Constructor_init']}, {'title': 'Execution by use case', 'plot_types': ['stacked_bar'], 'transformation': 'performance', 'names': ['performance'], 'xaxis': {'parameter': 'use_case', 'label': 'Use Case'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance Step'}, 'yaxis': {'label': 'Execution time (s)'}, 'aggregations': [{'column': 'nb_tasks.tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'date', 'agg': 'mean'}], 'variables': ['Solve_solve', 'PostProcessing_exportResults', 'Constructor_init']}])
controller=Controller(model,view)

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