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'}, 'value': {0: 0.121002809, 1: 39.3125365, 2: 0.360686235, 3: 0.035073298, 4: 0.007377187, 5: 0.262414454, 6: 2.792e-05, 7: 47.5167504, 8: 0.9082923, 9: 27.0, 10: 0.356541708, 11: 2.49143897, 12: 2.86589192, 13: 43.6644873315689, 14: 13.234932512921127, 15: -57.48518238870023, 16: 17.902222158287397, 17: 11.30486720449123, 18: 16.84278843338726, 19: 11.082223535205513, 20: 17.9021695019655, 21: 11.371956387817558, 22: 16.84274134576715, 23: 11.112161991304134, 24: 0.128723915, 25: 43.3968397, 26: 0.361374128, 27: 0.019527358, 28: 0.005970377, 29: 0.233152828, 30: 2.484e-05, 31: 51.9859985, 32: 0.874662304, 33: 26.0, 34: 0.142253055, 35: 2.23273353, 36: 2.37538348, 37: 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'M1', 55: 'M1', 56: 'M1', 57: 'M1', 58: 'M1', 59: 'M1', 60: 'M1', 61: 'M1', 62: 'M1', 63: 'M1', 64: 'M1', 65: 'M1', 66: 'M1', 67: 'M1', 68: 'M1', 69: 'M1', 70: 'M1', 71: 'M1', 72: 'M1', 73: 'M1', 74: 'M1', 75: 'M1', 76: 'M1', 77: 'M1', 78: 'M1', 79: 'M1', 80: 'M1', 81: 'M1', 82: 'M1', 83: 'M1', 84: 'M1', 85: 'M1', 86: 'M1', 87: 'M1', 88: 'M1', 89: 'M1', 90: 'M1', 91: 'M1', 92: 'M1', 93: 'M1', 94: 'M1', 95: 'M1'}, 'discretization': {0: 'P1', 1: 'P1', 2: 'P1', 3: 'P1', 4: 'P1', 5: 'P1', 6: 'P1', 7: 'P1', 8: 'P1', 9: 'P1', 10: 'P1', 11: 'P1', 12: 'P1', 13: 'P1', 14: 'P1', 15: 'P1', 16: 'P1', 17: 'P1', 18: 'P1', 19: 'P1', 20: 'P1', 21: 'P1', 22: 'P1', 23: 'P1', 24: 'P1', 25: 'P1', 26: 'P1', 27: 'P1', 28: 'P1', 29: 'P1', 30: 'P1', 31: 'P1', 32: 'P1', 33: 'P1', 34: 'P1', 35: 'P1', 36: 'P1', 37: 'P1', 38: 'P1', 39: 'P1', 40: 'P1', 41: 'P1', 42: 'P1', 43: 'P1', 44: 'P1', 45: 'P1', 46: 'P1', 47: 'P1', 48: 'P1', 49: 'P1', 50: 'P1', 51: 'P1', 52: 'P1', 53: 'P1', 54: 'P1', 55: 'P1', 56: 'P1', 57: 'P1', 58: 'P1', 59: 'P1', 60: 'P1', 61: 'P1', 62: 'P1', 63: 'P1', 64: 'P1', 65: 'P1', 66: 'P1', 67: 'P1', 68: 'P1', 69: 'P1', 70: 'P1', 71: 'P1', 72: 'P1', 73: 'P1', 74: 'P1', 75: 'P1', 76: 'P1', 77: 'P1', 78: 'P1', 79: 'P1', 80: 'P1', 81: 'P1', 82: 'P1', 83: 'P1', 84: 'P1', 85: 'P1', 86: 'P1', 87: 'P1', 88: 'P1', 89: 'P1', 90: 'P1', 91: 'P1', 92: 'P1', 93: 'P1', 94: 'P1', 95: 'P1'}, 'solver': {0: 'gamg', 1: 'gamg', 2: 'gamg', 3: 'gamg', 4: 'gamg', 5: 'gamg', 6: 'gamg', 7: 'gamg', 8: 'gamg', 9: 'gamg', 10: 'gamg', 11: 'gamg', 12: 'gamg', 13: 'gamg', 14: 'gamg', 15: 'gamg', 16: 'gamg', 17: 'gamg', 18: 'gamg', 19: 'gamg', 20: 'gamg', 21: 'gamg', 22: 'gamg', 23: 'gamg', 24: 'gamg', 25: 'gamg', 26: 'gamg', 27: 'gamg', 28: 'gamg', 29: 'gamg', 30: 'gamg', 31: 'gamg', 32: 'gamg', 33: 'gamg', 34: 'gamg', 35: 'gamg', 36: 'gamg', 37: 'gamg', 38: 'gamg', 39: 'gamg', 40: 'gamg', 41: 'gamg', 42: 'gamg', 43: 'gamg', 44: 'gamg', 45: 'gamg', 46: 'gamg', 47: 'gamg', 48: 'gamg', 49: 'gamg', 50: 'gamg', 51: 'gamg', 52: 'gamg', 53: 'gamg', 54: 'gamg', 55: 'gamg', 56: 'gamg', 57: 'gamg', 58: 'gamg', 59: 'gamg', 60: 'gamg', 61: 'gamg', 62: 'gamg', 63: 'gamg', 64: 'gamg', 65: 'gamg', 66: 'gamg', 67: 'gamg', 68: 'gamg', 69: 'gamg', 70: 'gamg', 71: 'gamg', 72: 'gamg', 73: 'gamg', 74: 'gamg', 75: 'gamg', 76: 'gamg', 77: 'gamg', 78: 'gamg', 79: 'gamg', 80: 'gamg', 81: 'gamg', 82: 'gamg', 83: 'gamg', 84: 'gamg', 85: 'gamg', 86: 'gamg', 87: 'gamg', 88: 'gamg', 89: 'gamg', 90: 'gamg', 91: 'gamg', 92: 'gamg', 93: 'gamg', 94: 'gamg', 95: 'gamg'}, 'date': {0: '2024-12-13T14:31:11+0200', 1: '2024-12-13T14:31:11+0200', 2: '2024-12-13T14:31:11+0200', 3: '2024-12-13T14:31:11+0200', 4: '2024-12-13T14:31:11+0200', 5: '2024-12-13T14:31:11+0200', 6: '2024-12-13T14:31:11+0200', 7: '2024-12-13T14:31:11+0200', 8: '2024-12-13T14:31:11+0200', 9: '2024-12-13T14:31:11+0200', 10: '2024-12-13T14:31:11+0200', 11: '2024-12-13T14:31:11+0200', 12: '2024-12-13T14:31:11+0200', 13: '2024-12-13T14:31:11+0200', 14: '2024-12-13T14:31:11+0200', 15: '2024-12-13T14:31:11+0200', 16: '2024-12-13T14:31:11+0200', 17: '2024-12-13T14:31:11+0200', 18: '2024-12-13T14:31:11+0200', 19: '2024-12-13T14:31:11+0200', 20: '2024-12-13T14:31:11+0200', 21: '2024-12-13T14:31:11+0200', 22: '2024-12-13T14:31:11+0200', 23: '2024-12-13T14:31:11+0200', 24: '2024-12-13T14:31:11+0200', 25: '2024-12-13T14:31:11+0200', 26: '2024-12-13T14:31:11+0200', 27: '2024-12-13T14:31:11+0200', 28: '2024-12-13T14:31:11+0200', 29: '2024-12-13T14:31:11+0200', 30: '2024-12-13T14:31:11+0200', 31: '2024-12-13T14:31:11+0200', 32: '2024-12-13T14:31:11+0200', 33: '2024-12-13T14:31:11+0200', 34: '2024-12-13T14:31:11+0200', 35: '2024-12-13T14:31:11+0200', 36: '2024-12-13T14:31:11+0200', 37: '2024-12-13T14:31:11+0200', 38: '2024-12-13T14:31:11+0200', 39: '2024-12-13T14:31:11+0200', 40: '2024-12-13T14:31:11+0200', 41: '2024-12-13T14:31:11+0200', 42: '2024-12-13T14:31:11+0200', 43: '2024-12-13T14:31:11+0200', 44: '2024-12-13T14:31:11+0200', 45: '2024-12-13T14:31:11+0200', 46: '2024-12-13T14:31:11+0200', 47: '2024-12-13T14:31:11+0200', 48: '2024-12-13T14:31:11+0200', 49: '2024-12-13T14:31:11+0200', 50: '2024-12-13T14:31:11+0200', 51: '2024-12-13T14:31:11+0200', 52: '2024-12-13T14:31:11+0200', 53: '2024-12-13T14:31:11+0200', 54: '2024-12-13T14:31:11+0200', 55: '2024-12-13T14:31:11+0200', 56: '2024-12-13T14:31:11+0200', 57: '2024-12-13T14:31:11+0200', 58: '2024-12-13T14:31:11+0200', 59: '2024-12-13T14:31:11+0200', 60: '2024-12-13T14:31:11+0200', 61: '2024-12-13T14:31:11+0200', 62: '2024-12-13T14:31:11+0200', 63: '2024-12-13T14:31:11+0200', 64: '2024-12-13T14:31:11+0200', 65: '2024-12-13T14:31:11+0200', 66: '2024-12-13T14:31:11+0200', 67: '2024-12-13T14:31:11+0200', 68: '2024-12-13T14:31:11+0200', 69: '2024-12-13T14:31:11+0200', 70: '2024-12-13T14:31:11+0200', 71: '2024-12-13T14:31:11+0200', 72: '2024-12-13T14:31:11+0200', 73: '2024-12-13T14:31:11+0200', 74: '2024-12-13T14:31:11+0200', 75: '2024-12-13T14:31:11+0200', 76: '2024-12-13T14:31:11+0200', 77: '2024-12-13T14:31:11+0200', 78: '2024-12-13T14:31:11+0200', 79: '2024-12-13T14:31:11+0200', 80: '2024-12-13T14:31:11+0200', 81: '2024-12-13T14:31:11+0200', 82: '2024-12-13T14:31:11+0200', 83: '2024-12-13T14:31:11+0200', 84: '2024-12-13T14:31:11+0200', 85: '2024-12-13T14:31:11+0200', 86: '2024-12-13T14:31:11+0200', 87: '2024-12-13T14:31:11+0200', 88: '2024-12-13T14:31:11+0200', 89: '2024-12-13T14:31:11+0200', 90: '2024-12-13T14:31:11+0200', 91: '2024-12-13T14:31:11+0200', 92: '2024-12-13T14:31:11+0200', 93: '2024-12-13T14:31:11+0200', 94: '2024-12-13T14:31:11+0200', 95: '2024-12-13T14:31:11+0200'}, 'use_case': {0: 'ThermalBridgesENISO10211', 1: 'ThermalBridgesENISO10211', 2: 'ThermalBridgesENISO10211', 3: 'ThermalBridgesENISO10211', 4: 'ThermalBridgesENISO10211', 5: 'ThermalBridgesENISO10211', 6: 'ThermalBridgesENISO10211', 7: 'ThermalBridgesENISO10211', 8: 'ThermalBridgesENISO10211', 9: 'ThermalBridgesENISO10211', 10: 'ThermalBridgesENISO10211', 11: 'ThermalBridgesENISO10211', 12: 'ThermalBridgesENISO10211', 13: 'ThermalBridgesENISO10211', 14: 'ThermalBridgesENISO10211', 15: 'ThermalBridgesENISO10211', 16: 'ThermalBridgesENISO10211', 17: 'ThermalBridgesENISO10211', 18: 'ThermalBridgesENISO10211', 19: 'ThermalBridgesENISO10211', 20: 'ThermalBridgesENISO10211', 21: 'ThermalBridgesENISO10211', 22: 'ThermalBridgesENISO10211', 23: 'ThermalBridgesENISO10211', 24: 'ThermalBridgesENISO10211', 25: 'ThermalBridgesENISO10211', 26: 'ThermalBridgesENISO10211', 27: 'ThermalBridgesENISO10211', 28: 'ThermalBridgesENISO10211', 29: 'ThermalBridgesENISO10211', 30: 'ThermalBridgesENISO10211', 31: 'ThermalBridgesENISO10211', 32: 'ThermalBridgesENISO10211', 33: 'ThermalBridgesENISO10211', 34: 'ThermalBridgesENISO10211', 35: 'ThermalBridgesENISO10211', 36: 'ThermalBridgesENISO10211', 37: 'ThermalBridgesENISO10211', 38: 'ThermalBridgesENISO10211', 39: 'ThermalBridgesENISO10211', 40: 'ThermalBridgesENISO10211', 41: 'ThermalBridgesENISO10211', 42: 'ThermalBridgesENISO10211', 43: 'ThermalBridgesENISO10211', 44: 'ThermalBridgesENISO10211', 45: 'ThermalBridgesENISO10211', 46: 'ThermalBridgesENISO10211', 47: 'ThermalBridgesENISO10211', 48: 'ThermalBridgesENISO10211', 49: 'ThermalBridgesENISO10211', 50: 'ThermalBridgesENISO10211', 51: 'ThermalBridgesENISO10211', 52: 'ThermalBridgesENISO10211', 53: 'ThermalBridgesENISO10211', 54: 'ThermalBridgesENISO10211', 55: 'ThermalBridgesENISO10211', 56: 'ThermalBridgesENISO10211', 57: 'ThermalBridgesENISO10211', 58: 'ThermalBridgesENISO10211', 59: 'ThermalBridgesENISO10211', 60: 'ThermalBridgesENISO10211', 61: 'ThermalBridgesENISO10211', 62: 'ThermalBridgesENISO10211', 63: 'ThermalBridgesENISO10211', 64: 'ThermalBridgesENISO10211', 65: 'ThermalBridgesENISO10211', 66: 'ThermalBridgesENISO10211', 67: 'ThermalBridgesENISO10211', 68: 'ThermalBridgesENISO10211', 69: 'ThermalBridgesENISO10211', 70: 'ThermalBridgesENISO10211', 71: 'ThermalBridgesENISO10211', 72: 'ThermalBridgesENISO10211', 73: 'ThermalBridgesENISO10211', 74: 'ThermalBridgesENISO10211', 75: 'ThermalBridgesENISO10211', 76: 'ThermalBridgesENISO10211', 77: 'ThermalBridgesENISO10211', 78: 'ThermalBridgesENISO10211', 79: 'ThermalBridgesENISO10211', 80: 'ThermalBridgesENISO10211', 81: 'ThermalBridgesENISO10211', 82: 'ThermalBridgesENISO10211', 83: 'ThermalBridgesENISO10211', 84: 'ThermalBridgesENISO10211', 85: 'ThermalBridgesENISO10211', 86: 'ThermalBridgesENISO10211', 87: 'ThermalBridgesENISO10211', 88: 'ThermalBridgesENISO10211', 89: 'ThermalBridgesENISO10211', 90: 'ThermalBridgesENISO10211', 91: 'ThermalBridgesENISO10211', 92: 'ThermalBridgesENISO10211', 93: 'ThermalBridgesENISO10211', 94: 'ThermalBridgesENISO10211', 95: 'ThermalBridgesENISO10211'}, 'application': {0: 'feelpp_toolbox_heat', 1: 'feelpp_toolbox_heat', 2: 'feelpp_toolbox_heat', 3: 'feelpp_toolbox_heat', 4: 'feelpp_toolbox_heat', 5: 'feelpp_toolbox_heat', 6: 'feelpp_toolbox_heat', 7: 'feelpp_toolbox_heat', 8: 'feelpp_toolbox_heat', 9: 'feelpp_toolbox_heat', 10: 'feelpp_toolbox_heat', 11: 'feelpp_toolbox_heat', 12: 'feelpp_toolbox_heat', 13: 'feelpp_toolbox_heat', 14: 'feelpp_toolbox_heat', 15: 'feelpp_toolbox_heat', 16: 'feelpp_toolbox_heat', 17: 'feelpp_toolbox_heat', 18: 'feelpp_toolbox_heat', 19: 'feelpp_toolbox_heat', 20: 'feelpp_toolbox_heat', 21: 'feelpp_toolbox_heat', 22: 'feelpp_toolbox_heat', 23: 'feelpp_toolbox_heat', 24: 'feelpp_toolbox_heat', 25: 'feelpp_toolbox_heat', 26: 'feelpp_toolbox_heat', 27: 'feelpp_toolbox_heat', 28: 'feelpp_toolbox_heat', 29: 'feelpp_toolbox_heat', 30: 'feelpp_toolbox_heat', 31: 'feelpp_toolbox_heat', 32: 'feelpp_toolbox_heat', 33: 'feelpp_toolbox_heat', 34: 'feelpp_toolbox_heat', 35: 'feelpp_toolbox_heat', 36: 'feelpp_toolbox_heat', 37: 'feelpp_toolbox_heat', 38: 'feelpp_toolbox_heat', 39: 'feelpp_toolbox_heat', 40: 'feelpp_toolbox_heat', 41: 'feelpp_toolbox_heat', 42: 'feelpp_toolbox_heat', 43: 'feelpp_toolbox_heat', 44: 'feelpp_toolbox_heat', 45: 'feelpp_toolbox_heat', 46: 'feelpp_toolbox_heat', 47: 'feelpp_toolbox_heat', 48: 'feelpp_toolbox_heat', 49: 'feelpp_toolbox_heat', 50: 'feelpp_toolbox_heat', 51: 'feelpp_toolbox_heat', 52: 'feelpp_toolbox_heat', 53: 'feelpp_toolbox_heat', 54: 'feelpp_toolbox_heat', 55: 'feelpp_toolbox_heat', 56: 'feelpp_toolbox_heat', 57: 'feelpp_toolbox_heat', 58: 'feelpp_toolbox_heat', 59: 'feelpp_toolbox_heat', 60: 'feelpp_toolbox_heat', 61: 'feelpp_toolbox_heat', 62: 'feelpp_toolbox_heat', 63: 'feelpp_toolbox_heat', 64: 'feelpp_toolbox_heat', 65: 'feelpp_toolbox_heat', 66: 'feelpp_toolbox_heat', 67: 'feelpp_toolbox_heat', 68: 'feelpp_toolbox_heat', 69: 'feelpp_toolbox_heat', 70: 'feelpp_toolbox_heat', 71: 'feelpp_toolbox_heat', 72: 'feelpp_toolbox_heat', 73: 'feelpp_toolbox_heat', 74: 'feelpp_toolbox_heat', 75: 'feelpp_toolbox_heat', 76: 'feelpp_toolbox_heat', 77: 'feelpp_toolbox_heat', 78: 'feelpp_toolbox_heat', 79: 'feelpp_toolbox_heat', 80: 'feelpp_toolbox_heat', 81: 'feelpp_toolbox_heat', 82: 'feelpp_toolbox_heat', 83: 'feelpp_toolbox_heat', 84: 'feelpp_toolbox_heat', 85: 'feelpp_toolbox_heat', 86: 'feelpp_toolbox_heat', 87: 'feelpp_toolbox_heat', 88: 'feelpp_toolbox_heat', 89: 'feelpp_toolbox_heat', 90: 'feelpp_toolbox_heat', 91: 'feelpp_toolbox_heat', 92: 'feelpp_toolbox_heat', 93: 'feelpp_toolbox_heat', 94: 'feelpp_toolbox_heat', 95: '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': '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()