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: '', 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', 195: 'HeatConstructor_initMaterialProperties', 196: 'HeatConstructor_initMesh', 197: 'HeatConstructor_initFunctionSpaces', 198: 'HeatConstructor_initPostProcess', 199: 'HeatConstructor_graph', 200: 'HeatConstructor_matrixVector', 201: 'HeatConstructor_algebraicOthers', 202: 'HeatConstructor_init', 203: 'HeatPostProcessing_exportResults', 204: 'HeatSolve_ksp-niter', 205: 'HeatSolve_algebraic-assembly', 206: 'HeatSolve_algebraic-solve', 207: 'HeatSolve_solve', 208: 'HeatConstructor_initMaterialProperties', 209: 'HeatConstructor_initMesh', 210: 'HeatConstructor_initFunctionSpaces', 211: 'HeatConstructor_initPostProcess', 212: 'HeatConstructor_graph', 213: 'HeatConstructor_matrixVector', 214: 'HeatConstructor_algebraicOthers', 215: 'HeatConstructor_init', 216: 'HeatPostProcessing_exportResults', 217: 'HeatSolve_ksp-niter', 218: 'HeatSolve_algebraic-assembly', 219: 'HeatSolve_algebraic-solve', 220: 'HeatSolve_solve', 221: 'HeatConstructor_initMaterialProperties', 222: 'HeatConstructor_initMesh', 223: 'HeatConstructor_initFunctionSpaces', 224: 'HeatConstructor_initPostProcess', 225: 'HeatConstructor_graph', 226: 'HeatConstructor_matrixVector', 227: 'HeatConstructor_algebraicOthers', 228: 'HeatConstructor_init', 229: 'HeatPostProcessing_exportResults', 230: 'HeatSolve_ksp-niter', 231: 'HeatSolve_algebraic-assembly', 232: 'HeatSolve_algebraic-solve', 233: 'HeatSolve_solve', 234: 'HeatConstructor_initMaterialProperties', 235: 'HeatConstructor_initMesh', 236: 'HeatConstructor_initFunctionSpaces', 237: 'HeatConstructor_initPostProcess', 238: 'HeatConstructor_graph', 239: 'HeatConstructor_matrixVector', 240: 'HeatConstructor_algebraicOthers', 241: 'HeatConstructor_init', 242: 'HeatPostProcessing_exportResults', 243: 'HeatSolve_ksp-niter', 244: 'HeatSolve_algebraic-assembly', 245: 'HeatSolve_algebraic-solve', 246: 'HeatSolve_solve', 247: 'HeatConstructor_initMaterialProperties', 248: 'HeatConstructor_initMesh', 249: 'HeatConstructor_initFunctionSpaces', 250: 'HeatConstructor_initPostProcess', 251: 'HeatConstructor_graph', 252: 'HeatConstructor_matrixVector', 253: 'HeatConstructor_algebraicOthers', 254: 'HeatConstructor_init', 255: 'HeatPostProcessing_exportResults', 256: 'HeatSolve_ksp-niter', 257: 'HeatSolve_algebraic-assembly', 258: 'HeatSolve_algebraic-solve', 259: 'HeatSolve_solve', 260: 'HeatConstructor_initMaterialProperties', 261: 'HeatConstructor_initMesh', 262: 'HeatConstructor_initFunctionSpaces', 263: 'HeatConstructor_initPostProcess', 264: 'HeatConstructor_graph', 265: 'HeatConstructor_matrixVector', 266: 'HeatConstructor_algebraicOthers', 267: 'HeatConstructor_init', 268: 'HeatPostProcessing_exportResults', 269: 'HeatSolve_ksp-niter', 270: 'HeatSolve_algebraic-assembly', 271: 'HeatSolve_algebraic-solve', 272: 'HeatSolve_solve', 273: 'HeatConstructor_initMaterialProperties', 274: 'HeatConstructor_initMesh', 275: 'HeatConstructor_initFunctionSpaces', 276: 'HeatConstructor_initPostProcess', 277: 'HeatConstructor_graph', 278: 'HeatConstructor_matrixVector', 279: 'HeatConstructor_algebraicOthers', 280: 'HeatConstructor_init', 281: 'HeatPostProcessing_exportResults', 282: 'HeatSolve_ksp-niter', 283: 'HeatSolve_algebraic-assembly', 284: 'HeatSolve_algebraic-solve', 285: 'HeatSolve_solve', 286: 'HeatConstructor_initMaterialProperties', 287: 'HeatConstructor_initMesh', 288: 'HeatConstructor_initFunctionSpaces', 289: 'HeatConstructor_initPostProcess', 290: 'HeatConstructor_graph', 291: 'HeatConstructor_matrixVector', 292: 'HeatConstructor_algebraicOthers', 293: 'HeatConstructor_init', 294: 'HeatPostProcessing_exportResults', 295: 'HeatSolve_ksp-niter', 296: 'HeatSolve_algebraic-assembly', 297: 'HeatSolve_algebraic-solve', 298: 'HeatSolve_solve', 299: 'HeatConstructor_initMaterialProperties', 300: 'HeatConstructor_initMesh', 301: 'HeatConstructor_initFunctionSpaces', 302: 'HeatConstructor_initPostProcess', 303: 'HeatConstructor_graph', 304: 'HeatConstructor_matrixVector', 305: 'HeatConstructor_algebraicOthers', 306: 'HeatConstructor_init', 307: 'HeatPostProcessing_exportResults', 308: 'HeatSolve_ksp-niter', 309: 'HeatSolve_algebraic-assembly', 310: 'HeatSolve_algebraic-solve', 311: 'HeatSolve_solve', 312: 'HeatConstructor_initMaterialProperties', 313: 'HeatConstructor_initMesh', 314: 'HeatConstructor_initFunctionSpaces', 315: 'HeatConstructor_initPostProcess', 316: 'HeatConstructor_graph', 317: 'HeatConstructor_matrixVector', 318: 'HeatConstructor_algebraicOthers', 319: 'HeatConstructor_init', 320: 'HeatPostProcessing_exportResults', 321: 'HeatSolve_ksp-niter', 322: 'HeatSolve_algebraic-assembly', 323: 'HeatSolve_algebraic-solve', 324: 'HeatSolve_solve', 325: 'HeatConstructor_initMaterialProperties', 326: 'HeatConstructor_initMesh', 327: 'HeatConstructor_initFunctionSpaces', 328: 'HeatConstructor_initPostProcess', 329: 'HeatConstructor_graph', 330: 'HeatConstructor_matrixVector', 331: 'HeatConstructor_algebraicOthers', 332: 'HeatConstructor_init', 333: 'HeatPostProcessing_exportResults', 334: 'HeatSolve_ksp-niter', 335: 'HeatSolve_algebraic-assembly', 336: 'HeatSolve_algebraic-solve', 337: 'HeatSolve_solve', 338: 'HeatConstructor_initMaterialProperties', 339: 'HeatConstructor_initMesh', 340: 'HeatConstructor_initFunctionSpaces', 341: 'HeatConstructor_initPostProcess', 342: 'HeatConstructor_graph', 343: 'HeatConstructor_matrixVector', 344: 'HeatConstructor_algebraicOthers', 345: 'HeatConstructor_init', 346: 'HeatPostProcessing_exportResults', 347: 'HeatSolve_ksp-niter', 348: 'HeatSolve_algebraic-assembly', 349: 'HeatSolve_algebraic-solve', 350: 'HeatSolve_solve', 351: 'Normal_Heat_Flux_alpha', 352: 'Normal_Heat_Flux_beta', 353: 'Normal_Heat_Flux_gamma', 354: 'Points_alpha_max_field_temperature', 355: 'Points_alpha_min_field_temperature', 356: 'Points_beta_max_field_temperature', 357: 'Points_beta_min_field_temperature', 358: 'Statistics_temperature_alpha_max', 359: 'Statistics_temperature_alpha_min', 360: 'Statistics_temperature_beta_max', 361: 'Statistics_temperature_beta_min', 362: 'HeatConstructor_initMaterialProperties', 363: 'HeatConstructor_initMesh', 364: 'HeatConstructor_initFunctionSpaces', 365: 'HeatConstructor_initPostProcess', 366: 'HeatConstructor_graph', 367: 'HeatConstructor_matrixVector', 368: 'HeatConstructor_algebraicOthers', 369: 'HeatConstructor_init', 370: 'HeatPostProcessing_exportResults', 371: 'HeatSolve_ksp-niter', 372: 'HeatSolve_algebraic-assembly', 373: 'HeatSolve_algebraic-solve', 374: 'HeatSolve_solve', 375: 'Normal_Heat_Flux_alpha', 376: 'Normal_Heat_Flux_beta', 377: 'Normal_Heat_Flux_gamma', 378: 'Points_alpha_max_field_temperature', 379: 'Points_alpha_min_field_temperature', 380: 'Points_beta_max_field_temperature', 381: 'Points_beta_min_field_temperature', 382: 'Statistics_temperature_alpha_max', 383: 'Statistics_temperature_alpha_min', 384: 'Statistics_temperature_beta_max', 385: 'Statistics_temperature_beta_min', 386: 'HeatConstructor_initMaterialProperties', 387: 'HeatConstructor_initMesh', 388: 'HeatConstructor_initFunctionSpaces', 389: 'HeatConstructor_initPostProcess', 390: 'HeatConstructor_graph', 391: 'HeatConstructor_matrixVector', 392: 'HeatConstructor_algebraicOthers', 393: 'HeatConstructor_init', 394: 'HeatPostProcessing_exportResults', 395: 'HeatSolve_ksp-niter', 396: 'HeatSolve_algebraic-assembly', 397: 'HeatSolve_algebraic-solve', 398: 'HeatSolve_solve', 399: 'Normal_Heat_Flux_alpha', 400: 'Normal_Heat_Flux_beta', 401: 'Normal_Heat_Flux_gamma', 402: 'Points_alpha_max_field_temperature', 403: 'Points_alpha_min_field_temperature', 404: 'Points_beta_max_field_temperature', 405: 'Points_beta_min_field_temperature', 406: 'Statistics_temperature_alpha_max', 407: 'Statistics_temperature_alpha_min', 408: 'Statistics_temperature_beta_max', 409: 'Statistics_temperature_beta_min', 410: 'HeatConstructor_initMaterialProperties', 411: 'HeatConstructor_initMesh', 412: 'HeatConstructor_initFunctionSpaces', 413: 'HeatConstructor_initPostProcess', 414: 'HeatConstructor_graph', 415: 'HeatConstructor_matrixVector', 416: 'HeatConstructor_algebraicOthers', 417: 'HeatConstructor_init', 418: 'HeatPostProcessing_exportResults', 419: 'HeatSolve_ksp-niter', 420: 'HeatSolve_algebraic-assembly', 421: 'HeatSolve_algebraic-solve', 422: 'HeatSolve_solve', 423: 'Normal_Heat_Flux_alpha', 424: 'Normal_Heat_Flux_beta', 425: 'Normal_Heat_Flux_gamma', 426: 'Points_alpha_max_field_temperature', 427: 'Points_alpha_min_field_temperature', 428: 'Points_beta_max_field_temperature', 429: 'Points_beta_min_field_temperature', 430: 'Statistics_temperature_alpha_max', 431: 'Statistics_temperature_alpha_min', 432: 'Statistics_temperature_beta_max', 433: 'Statistics_temperature_beta_min', 434: 'HeatConstructor_initMaterialProperties', 435: 'HeatConstructor_initMesh', 436: 'HeatConstructor_initFunctionSpaces', 437: 'HeatConstructor_initPostProcess', 438: 'HeatConstructor_graph', 439: 'HeatConstructor_matrixVector', 440: 'HeatConstructor_algebraicOthers', 441: 'HeatConstructor_init', 442: 'HeatPostProcessing_exportResults', 443: 'HeatSolve_ksp-niter', 444: 'HeatSolve_algebraic-assembly', 445: 'HeatSolve_algebraic-solve', 446: 'HeatSolve_solve', 447: 'Normal_Heat_Flux_alpha', 448: 'Normal_Heat_Flux_beta', 449: 'Normal_Heat_Flux_gamma', 450: 'Points_alpha_max_field_temperature', 451: 'Points_alpha_min_field_temperature', 452: 'Points_beta_max_field_temperature', 453: 'Points_beta_min_field_temperature', 454: 'Statistics_temperature_alpha_max', 455: 'Statistics_temperature_alpha_min', 456: 'Statistics_temperature_beta_max', 457: 'Statistics_temperature_beta_min', 458: 'HeatConstructor_initMaterialProperties', 459: 'HeatConstructor_initMesh', 460: 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'HeatPostProcessing_exportResults', 515: 'HeatSolve_ksp-niter', 516: 'HeatSolve_algebraic-assembly', 517: 'HeatSolve_algebraic-solve', 518: 'HeatSolve_solve', 519: 'Normal_Heat_Flux_alpha', 520: 'Normal_Heat_Flux_beta', 521: 'Normal_Heat_Flux_gamma', 522: 'Points_alpha_max_field_temperature', 523: 'Points_alpha_min_field_temperature', 524: 'Points_beta_max_field_temperature', 525: 'Points_beta_min_field_temperature', 526: 'Statistics_temperature_alpha_max', 527: 'Statistics_temperature_alpha_min', 528: 'Statistics_temperature_beta_max', 529: 'Statistics_temperature_beta_min', 530: 'HeatConstructor_initMaterialProperties', 531: 'HeatConstructor_initMesh', 532: 'HeatConstructor_initFunctionSpaces', 533: 'HeatConstructor_initPostProcess', 534: 'HeatConstructor_graph', 535: 'HeatConstructor_matrixVector', 536: 'HeatConstructor_algebraicOthers', 537: 'HeatConstructor_init', 538: 'HeatPostProcessing_exportResults', 539: 'HeatSolve_ksp-niter', 540: 'HeatSolve_algebraic-assembly', 541: 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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': 'use_case', 'label': 'Use Case'}, 'aggregations': [{'column': 'nb_tasks.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()