Overview

  • Application : Feel++ Thermo-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: 'Constructor_createMesh', 1: 'Constructor_createExporters', 2: 'Constructor_init', 3: 'PostProcessing_exportResults', 4: 'Solve_solve', 5: 'Constructor_createMesh', 6: 'Constructor_createExporters', 7: 'Constructor_init', 8: 'PostProcessing_exportResults', 9: 'Solve_solve', 10: 'Constructor_createMesh', 11: 'Constructor_createExporters', 12: 'Constructor_init', 13: 'PostProcessing_exportResults', 14: 'Solve_solve', 15: 'Constructor_createMesh', 16: 'Constructor_createExporters', 17: 'Constructor_init', 18: 'PostProcessing_exportResults', 19: 'Solve_solve', 20: 'Constructor_createMesh', 21: 'Constructor_createExporters', 22: 'Constructor_init', 23: 'PostProcessing_exportResults', 24: 'Solve_solve', 25: 'Constructor_createMesh', 26: 'Constructor_createExporters', 27: 'Constructor_init', 28: 'PostProcessing_exportResults', 29: 'Solve_solve', 30: 'Constructor_createMesh', 31: 'Constructor_createExporters', 32: 'Constructor_init', 33: 'PostProcessing_exportResults', 34: 'Solve_solve', 35: 'Constructor_createMesh', 36: 'Constructor_createExporters', 37: 'Constructor_init', 38: 'PostProcessing_exportResults', 39: 'Solve_solve', 40: 'Constructor_createMesh', 41: 'Constructor_createExporters', 42: 'Constructor_init', 43: 'PostProcessing_exportResults', 44: 'Solve_solve', 45: 'Constructor_createMesh', 46: 'Constructor_createExporters', 47: 'Constructor_init', 48: 'PostProcessing_exportResults', 49: 'Solve_solve', 50: 'Constructor_createMesh', 51: 'Constructor_createExporters', 52: 'Constructor_init', 53: 'PostProcessing_exportResults', 54: 'Solve_solve', 55: 'Constructor_createMesh', 56: 'Constructor_createExporters', 57: 'Constructor_init', 58: 'PostProcessing_exportResults', 59: 'Solve_solve', 60: 'Constructor_createMesh', 61: 'Constructor_createExporters', 62: 'Constructor_init', 63: 'PostProcessing_exportResults', 64: 'Solve_solve', 65: 'Constructor_createMesh', 66: 'Constructor_createExporters', 67: 'Constructor_init', 68: 'PostProcessing_exportResults', 69: 'Solve_solve', 70: 'Constructor_createMesh', 71: 'Constructor_createExporters', 72: 'Constructor_init', 73: 'PostProcessing_exportResults', 74: 'Solve_solve', 75: 'Constructor_createMesh', 76: 'Constructor_createExporters', 77: 'Constructor_init', 78: 'PostProcessing_exportResults', 79: 'Solve_solve', 80: 'Constructor_createMesh', 81: 'Constructor_createExporters', 82: 'Constructor_init', 83: 'PostProcessing_exportResults', 84: 'Solve_solve', 85: 'Constructor_createMesh', 86: 'Constructor_createExporters', 87: 'Constructor_init', 88: 'PostProcessing_exportResults', 89: 'Solve_solve', 90: 'Constructor_createMesh', 91: 'Constructor_createExporters', 92: 'Constructor_init', 93: 'PostProcessing_exportResults', 94: 'Solve_solve', 95: 'Constructor_createMesh', 96: 'Constructor_createExporters', 97: 'Constructor_init', 98: 'PostProcessing_exportResults', 99: 'Solve_solve'}, 'value': {0: 6.50208633, 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'P2', 61: 'P2', 62: 'P2', 63: 'P2', 64: 'P2', 65: 'P1', 66: 'P1', 67: 'P1', 68: 'P1', 69: 'P1', 70: 'P2', 71: 'P2', 72: 'P2', 73: 'P2', 74: 'P2', 75: 'P1', 76: 'P1', 77: 'P1', 78: 'P1', 79: 'P1', 80: 'P2', 81: 'P2', 82: 'P2', 83: 'P2', 84: 'P2', 85: 'P1', 86: 'P1', 87: 'P1', 88: 'P1', 89: 'P1', 90: 'P2', 91: 'P2', 92: 'P2', 93: 'P2', 94: 'P2', 95: 'P1', 96: 'P1', 97: 'P1', 98: 'P1', 99: 'P1'}, 'date': {0: '2024-11-13T09:14:47+0100', 1: '2024-11-13T09:14:47+0100', 2: '2024-11-13T09:14:47+0100', 3: '2024-11-13T09:14:47+0100', 4: '2024-11-13T09:14:47+0100', 5: '2024-11-13T09:14:47+0100', 6: '2024-11-13T09:14:47+0100', 7: '2024-11-13T09:14:47+0100', 8: '2024-11-13T09:14:47+0100', 9: '2024-11-13T09:14:47+0100', 10: '2024-11-13T09:14:47+0100', 11: '2024-11-13T09:14:47+0100', 12: '2024-11-13T09:14:47+0100', 13: '2024-11-13T09:14:47+0100', 14: '2024-11-13T09:14:47+0100', 15: '2024-11-13T09:14:47+0100', 16: '2024-11-13T09:14:47+0100', 17: '2024-11-13T09:14:47+0100', 18: '2024-11-13T09:14:47+0100', 19: '2024-11-13T09:14:47+0100', 20: '2024-11-13T09:14:47+0100', 21: '2024-11-13T09:14:47+0100', 22: '2024-11-13T09:14:47+0100', 23: '2024-11-13T09:14:47+0100', 24: '2024-11-13T09:14:47+0100', 25: '2024-11-13T09:14:47+0100', 26: '2024-11-13T09:14:47+0100', 27: '2024-11-13T09:14:47+0100', 28: '2024-11-13T09:14:47+0100', 29: '2024-11-13T09:14:47+0100', 30: '2024-11-06T13:04:58+0100', 31: '2024-11-06T13:04:58+0100', 32: '2024-11-06T13:04:58+0100', 33: '2024-11-06T13:04:58+0100', 34: '2024-11-06T13:04:58+0100', 35: '2024-11-06T13:04:58+0100', 36: '2024-11-06T13:04:58+0100', 37: '2024-11-06T13:04:58+0100', 38: '2024-11-06T13:04:58+0100', 39: '2024-11-06T13:04:58+0100', 40: '2024-11-06T13:04:58+0100', 41: '2024-11-06T13:04:58+0100', 42: '2024-11-06T13:04:58+0100', 43: '2024-11-06T13:04:58+0100', 44: '2024-11-06T13:04:58+0100', 45: '2024-11-06T13:04:58+0100', 46: '2024-11-06T13:04:58+0100', 47: '2024-11-06T13:04:58+0100', 48: '2024-11-06T13:04:58+0100', 49: '2024-11-06T13:04:58+0100', 50: '2024-11-06T13:04:58+0100', 51: '2024-11-06T13:04:58+0100', 52: '2024-11-06T13:04:58+0100', 53: '2024-11-06T13:04:58+0100', 54: '2024-11-06T13:04:58+0100', 55: '2024-11-06T13:04:58+0100', 56: '2024-11-06T13:04:58+0100', 57: '2024-11-06T13:04:58+0100', 58: '2024-11-06T13:04:58+0100', 59: '2024-11-06T13:04:58+0100', 60: '2024-11-06T13:04:58+0100', 61: '2024-11-06T13:04:58+0100', 62: '2024-11-06T13:04:58+0100', 63: '2024-11-06T13:04:58+0100', 64: '2024-11-06T13:04:58+0100', 65: '2024-11-06T13:04:58+0100', 66: '2024-11-06T13:04:58+0100', 67: '2024-11-06T13:04:58+0100', 68: '2024-11-06T13:04:58+0100', 69: '2024-11-06T13:04:58+0100', 70: '2024-11-06T13:04:58+0100', 71: '2024-11-06T13:04:58+0100', 72: '2024-11-06T13:04:58+0100', 73: '2024-11-06T13:04:58+0100', 74: '2024-11-06T13:04:58+0100', 75: '2024-11-06T13:04:58+0100', 76: '2024-11-06T13:04:58+0100', 77: '2024-11-06T13:04:58+0100', 78: '2024-11-06T13:04:58+0100', 79: '2024-11-06T13:04:58+0100', 80: '2024-11-06T13:04:58+0100', 81: '2024-11-06T13:04:58+0100', 82: '2024-11-06T13:04:58+0100', 83: '2024-11-06T13:04:58+0100', 84: '2024-11-06T13:04:58+0100', 85: '2024-11-06T13:04:58+0100', 86: '2024-11-06T13:04:58+0100', 87: '2024-11-06T13:04:58+0100', 88: '2024-11-06T13:04:58+0100', 89: '2024-11-06T13:04:58+0100', 90: '2024-11-06T13:04:58+0100', 91: '2024-11-06T13:04:58+0100', 92: '2024-11-06T13:04:58+0100', 93: '2024-11-06T13:04:58+0100', 94: '2024-11-06T13:04:58+0100', 95: '2024-11-06T13:04:58+0100', 96: '2024-11-06T13:04:58+0100', 97: '2024-11-06T13:04:58+0100', 98: '2024-11-06T13:04:58+0100', 99: '2024-11-06T13:04:58+0100'}, 'machine': {0: 'gaya', 1: 'gaya', 2: 'gaya', 3: 'gaya', 4: 'gaya', 5: 'gaya', 6: 'gaya', 7: 'gaya', 8: 'gaya', 9: 'gaya', 10: 'gaya', 11: 'gaya', 12: 'gaya', 13: 'gaya', 14: 'gaya', 15: 'gaya', 16: 'gaya', 17: 'gaya', 18: 'gaya', 19: 'gaya', 20: 'gaya', 21: 'gaya', 22: 'gaya', 23: 'gaya', 24: 'gaya', 25: 'gaya', 26: 'gaya', 27: 'gaya', 28: 'gaya', 29: 'gaya', 30: 'gaya', 31: 'gaya', 32: 'gaya', 33: 'gaya', 34: 'gaya', 35: 'gaya', 36: 'gaya', 37: 'gaya', 38: 'gaya', 39: 'gaya', 40: 'gaya', 41: 'gaya', 42: 'gaya', 43: 'gaya', 44: 'gaya', 45: 'gaya', 46: 'gaya', 47: 'gaya', 48: 'gaya', 49: 'gaya', 50: 'gaya', 51: 'gaya', 52: 'gaya', 53: 'gaya', 54: 'gaya', 55: 'gaya', 56: 'gaya', 57: 'gaya', 58: 'gaya', 59: 'gaya', 60: 'gaya', 61: 'gaya', 62: 'gaya', 63: 'gaya', 64: 'gaya', 65: 'gaya', 66: 'gaya', 67: 'gaya', 68: 'gaya', 69: 'gaya', 70: 'gaya', 71: 'gaya', 72: 'gaya', 73: 'gaya', 74: 'gaya', 75: 'gaya', 76: 'gaya', 77: 'gaya', 78: 'gaya', 79: 'gaya', 80: 'gaya', 81: 'gaya', 82: 'gaya', 83: 'gaya', 84: 'gaya', 85: 'gaya', 86: 'gaya', 87: 'gaya', 88: 'gaya', 89: 'gaya', 90: 'gaya', 91: 'gaya', 92: 'gaya', 93: 'gaya', 94: 'gaya', 95: 'gaya', 96: 'gaya', 97: 'gaya', 98: 'gaya', 99: 'gaya'}, 'use_case': {0: 'HL_31', 1: 'HL_31', 2: 'HL_31', 3: 'HL_31', 4: 'HL_31', 5: 'HL_31', 6: 'HL_31', 7: 'HL_31', 8: 'HL_31', 9: 'HL_31', 10: 'HL_31', 11: 'HL_31', 12: 'HL_31', 13: 'HL_31', 14: 'HL_31', 15: 'HL_31', 16: 'HL_31', 17: 'HL_31', 18: 'HL_31', 19: 'HL_31', 20: 'HL_31', 21: 'HL_31', 22: 'HL_31', 23: 'HL_31', 24: 'HL_31', 25: 'HL_31', 26: 'HL_31', 27: 'HL_31', 28: 'HL_31', 29: 'HL_31', 30: 'HL_31', 31: 'HL_31', 32: 'HL_31', 33: 'HL_31', 34: 'HL_31', 35: 'HL_31', 36: 'HL_31', 37: 'HL_31', 38: 'HL_31', 39: 'HL_31', 40: 'HL_31', 41: 'HL_31', 42: 'HL_31', 43: 'HL_31', 44: 'HL_31', 45: 'HL_31', 46: 'HL_31', 47: 'HL_31', 48: 'HL_31', 49: 'HL_31', 50: 'HL_31', 51: 'HL_31', 52: 'HL_31', 53: 'HL_31', 54: 'HL_31', 55: 'HL_31', 56: 'HL_31', 57: 'HL_31', 58: 'HL_31', 59: 'HL_31', 60: 'HL_31', 61: 'HL_31', 62: 'HL_31', 63: 'HL_31', 64: 'HL_31', 65: 'HL_31', 66: 'HL_31', 67: 'HL_31', 68: 'HL_31', 69: 'HL_31', 70: 'HL_31', 71: 'HL_31', 72: 'HL_31', 73: 'HL_31', 74: 'HL_31', 75: 'HL_31', 76: 'HL_31', 77: 'HL_31', 78: 'HL_31', 79: 'HL_31', 80: 'HL_31', 81: 'HL_31', 82: 'HL_31', 83: 'HL_31', 84: 'HL_31', 85: 'HL_31', 86: 'HL_31', 87: 'HL_31', 88: 'HL_31', 89: 'HL_31', 90: 'HL_31', 91: 'HL_31', 92: 'HL_31', 93: 'HL_31', 94: 'HL_31', 95: 'HL_31', 96: 'HL_31', 97: 'HL_31', 98: 'HL_31', 99: 'HL_31'}})
view=View([{'title': 'Execution by use case', 'plot_types': ['stacked_bar'], 'transformation': 'performance', 'names': [], 'xaxis': {'parameter': 'use_case', 'label': 'Use Case'}, 'yaxis': {'label': 'Execution time (s)'}, 'color_axis': {'parameter': 'machine', 'label': 'Machine'}, 'aggregations': [{'column': 'nb_tasks.tasks', 'agg': 'max'}, {'column': 'hsize', 'agg': 'max'}, {'column': 'performance_variable', 'agg': 'sum'}, {'column': 'date', 'agg': 'mean'}], 'variables': ['Constructor_init', 'PostProcessing_exportResults', 'Solve_solve']}])
controller=Controller(model,view)





























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