Reframe Report for Feel++ heat toolbox on Gaya

from feelpp.benchmarking.report.atomicReports.controller import AtomicReportController
from feelpp.benchmarking.report.atomicReports.model import AtomicReportModel
from feelpp.benchmarking.report.atomicReports.view import AtomicReportView

model=AtomicReportModel([{'num_cases': 16, 'num_failures': 0, 'num_aborted': 0, 'num_skipped': 0, 'runid': 0, 'testcases': [{'build_stderr': None, 'build_stdout': None, 'dependencies_actual': [], 'dependencies_conceptual': [], 'description': '', 'display_name': "RegressionTest %nb_tasks={'tasks': 256, 'nodes': 2, 'exclusive_access': True} %meshes=M2 %discretization=P2 %environment=builtin", 'environment': 'builtin', 'fail_phase': None, 'fail_reason': None, 'filename': '/data/home/cladellash/benchmarking/.venv/lib/python3.10/site-packages/feelpp/benchmarking/reframe/regression.py', 'fixture': False, 'hash': '6f9ea0d3', 'jobid': '67040', 'job_stderr': 'rfm_job.err', 'job_stdout': 'rfm_job.out', 'maintainers': [], 'name': "RegressionTest %nb_tasks={'tasks': 256, 'nodes': 2, 'exclusive_access': True} %meshes=M2 %discretization=P2 %environment=builtin", 'nodelist': ['gaya3', 'gaya4'], 'outputdir': '/data/home/cladellash/benchmarking/build/reframe/output/gaya/production/builtin/RegressionTest_6f9ea0d3', 'perfvars': [{'name': 'Constructor_initMaterialProperties', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.000544655}, {'name': 'Constructor_initMesh', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 1.76786864}, {'name': 'Constructor_initFunctionSpaces', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.616215049}, {'name': 'Constructor_initPostProcess', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.075485773}, {'name': 'Constructor_graph', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.689895443}, {'name': 'Constructor_matrixVector', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.505895898}, {'name': 'Constructor_algebraicOthers', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.000106952}, {'name': 'Constructor_init', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 10.3227838}, {'name': 'PostProcessing_exportResults', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 4.22182008}, {'name': 'Solve_ksp-niter', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 'iter', 'value': 25.0}, {'name': 'Solve_algebraic-assembly', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.762673448}, {'name': 'Solve_algebraic-solve', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 5.49032056}, {'name': 'Solve_solve', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 6.26082451}, {'name': 'Normal_Heat_Flux_alpha', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 46.023169586549685}, {'name': 'Normal_Heat_Flux_beta', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 13.870845026234443}, {'name': 'Normal_Heat_Flux_gamma', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': -59.901926772701685}, {'name': 'Points_alpha_max_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 17.901920476174542}, {'name': 'Points_alpha_min_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.321516482456891}, {'name': 'Points_beta_max_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 16.84250615586088}, {'name': 'Points_beta_min_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.112661876772309}, {'name': 'Statistics_temperature_alpha_max', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 17.901918874983842}, {'name': 'Statistics_temperature_alpha_min', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.35971669814343}, {'name': 'Statistics_temperature_beta_max', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 16.84250479469711}, {'name': 'Statistics_temperature_beta_min', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.13088157823049}], 'prefix': '/data/home/cladellash/benchmarking/.venv/lib/python3.10/site-packages/feelpp/benchmarking/reframe', 'result': 'success', 'stagedir': '/data/home/cladellash/benchmarking/build/reframe/stage/gaya/production/builtin/RegressionTest_6f9ea0d3', 'scheduler': 'squeue', 'system': 'gaya:production', 'tags': ['async'], 'time_compile': 0.010507822036743164, 'time_performance': 0.016046762466430664, 'time_run': 46.77150893211365, 'time_sanity': 0.012216567993164062, 'time_setup': 0.0090179443359375, 'time_total': 47.126463890075684, 'unique_name': 'RegressionTest_15', 'check_vars': {'valid_prog_environs': ['builtin'], 'valid_systems': ['gaya:production'], 'descr': '', 'sourcepath': '', 'sourcesdir': None, 'prebuild_cmds': [], 'postbuild_cmds': [], 'executable': 'feelpp_toolbox_heat', 'executable_opts': ['--config-files /data/scratch/cladellash/feelppdb/input_data/thermal_bridges_case_3/case3.cfg', '--directory /data/scratch/cladellash/feelppdb/toolboxes/heat/thermal_bridges_case_3/6f9ea0d3', '--repository.case thermal_bridges_case_3', '--fail-on-unknown-option 1', '--heat.scalability-save=1', '--repository.append.np 0', '--case.discretization P2', '--heat.json.patch=\'{"op": "replace","path": "/Meshes/heat/Import/filename","value": "$cfgdir/M2/case3_p256.json" }\''], 'prerun_cmds': [], 'postrun_cmds': [], 'keep_files': [], 'readonly_files': [], 'tags': ['async'], 'maintainers': [], 'strict_check': True, 'num_tasks': 256, 'num_tasks_per_node': 128, 'num_gpus_per_node': None, 'num_cpus_per_task': 1, 'num_tasks_per_core': None, 'num_tasks_per_socket': None, 'use_multithreading': None, 'max_pending_time': None, 'exclusive_access': True, 'local': False, 'modules': [], 'env_vars': {}, 'variables': {}, 'time_limit': None, 'build_time_limit': None, 'extra_resources': {}, 'build_locally': True, 'machine_config_path': '/data/home/cladellash/benchmarking/config/machines/gaya_builtin.json', 'use_case': 'thermal_bridges_case_3'}, 'check_params': {'nb_tasks': {'tasks': 256, 'nodes': 2, 'exclusive_access': True}, 'meshes': 'M2', 'discretization': 'P2', 'environment': 'builtin'}}, {'build_stderr': None, 'build_stdout': None, 'dependencies_actual': [], 'dependencies_conceptual': [], 'description': '', 'display_name': "RegressionTest %nb_tasks={'tasks': 256, 'nodes': 2, 'exclusive_access': True} %meshes=M2 %discretization=P1 %environment=builtin", 'environment': 'builtin', 'fail_phase': None, 'fail_reason': None, 'filename': '/data/home/cladellash/benchmarking/.venv/lib/python3.10/site-packages/feelpp/benchmarking/reframe/regression.py', 'fixture': False, 'hash': 'bb369dc2', 'jobid': '67041', 'job_stderr': 'rfm_job.err', 'job_stdout': 'rfm_job.out', 'maintainers': [], 'name': "RegressionTest %nb_tasks={'tasks': 256, 'nodes': 2, 'exclusive_access': True} %meshes=M2 %discretization=P1 %environment=builtin", 'nodelist': ['gaya3', 'gaya4'], 'outputdir': '/data/home/cladellash/benchmarking/build/reframe/output/gaya/production/builtin/RegressionTest_bb369dc2', 'perfvars': [{'name': 'Constructor_initMaterialProperties', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.000767014}, {'name': 'Constructor_initMesh', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 1.92551993}, {'name': 'Constructor_initFunctionSpaces', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.217149544}, {'name': 'Constructor_initPostProcess', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.072299544}, {'name': 'Constructor_graph', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.114161326}, {'name': 'Constructor_matrixVector', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.161979062}, {'name': 'Constructor_algebraicOthers', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.000116449}, {'name': 'Constructor_init', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 9.20469507}, {'name': 'PostProcessing_exportResults', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 3.31504782}, {'name': 'Solve_ksp-niter', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 'iter', 'value': 15.0}, {'name': 'Solve_algebraic-assembly', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.257326734}, {'name': 'Solve_algebraic-solve', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.431234377}, {'name': 'Solve_solve', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': 's', 'value': 0.690330162}, {'name': 'Normal_Heat_Flux_alpha', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 44.79971976139658}, {'name': 'Normal_Heat_Flux_beta', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 13.536696740732312}, {'name': 'Normal_Heat_Flux_gamma', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': -58.62372826148426}, {'name': 'Points_alpha_max_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 17.901960899803466}, {'name': 'Points_alpha_min_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.316057263389812}, {'name': 'Points_beta_max_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 16.842559532420655}, {'name': 'Points_beta_min_field_temperature', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.10205335618671}, {'name': 'Statistics_temperature_alpha_max', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 17.90194773750231}, {'name': 'Statistics_temperature_alpha_min', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.352070572925113}, {'name': 'Statistics_temperature_beta_max', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 16.842548065008685}, {'name': 'Statistics_temperature_beta_min', 'reference': 0, 'thres_lower': None, 'thres_upper': None, 'unit': '', 'value': 11.120965112433867}], 'prefix': '/data/home/cladellash/benchmarking/.venv/lib/python3.10/site-packages/feelpp/benchmarking/reframe', 'result': 'success', 'stagedir': '/data/home/cladellash/benchmarking/build/reframe/stage/gaya/production/builtin/RegressionTest_bb369dc2', 'scheduler': 'squeue', 'system': 'gaya:production', 'tags': ['async'], 'time_compile': 0.010627985000610352, 'time_performance': 0.012709856033325195, 'time_run': 83.22058391571045, 'time_sanity': 0.011553764343261719, 'time_setup': 0.008573770523071289, 'time_total': 83.65505647659302, 'unique_name': 'RegressionTest_14', 'check_vars': {'valid_prog_environs': ['builtin'], 'valid_systems': ['gaya:production'], 'descr': '', 'sourcepath': '', 'sourcesdir': None, 'prebuild_cmds': [], 'postbuild_cmds': [], 'executable': 'feelpp_toolbox_heat', 'executable_opts': ['--config-files /data/scratch/cladellash/feelppdb/input_data/thermal_bridges_case_3/case3.cfg', '--directory /data/scratch/cladellash/feelppdb/toolboxes/heat/thermal_bridges_case_3/bb369dc2', '--repository.case thermal_bridges_case_3', '--fail-on-unknown-option 1', '--heat.scalability-save=1', '--repository.append.np 0', '--case.discretization P1', '--heat.json.patch=\'{"op": "replace","path": "/Meshes/heat/Import/filename","value": "$cfgdir/M2/case3_p256.json" }\''], 'prerun_cmds': [], 'postrun_cmds': [], 'keep_files': [], 'readonly_files': [], 'tags': ['async'], 'maintainers': [], 'strict_check': True, 'num_tasks': 256, 'num_tasks_per_node': 128, 'num_gpus_per_node': None, 'num_cpus_per_task': 1, 'num_tasks_per_core': None, 'num_tasks_per_socket': None, 'use_multithreading': None, 'max_pending_time': None, 'exclusive_access': True, 'local': False, 'modules': [], 'env_vars': {}, 'variables': {}, 'time_limit': None, 'build_time_limit': None, 'extra_resources': {}, 'build_locally': True, 'machine_config_path': '/data/home/cladellash/benchmarking/config/machines/gaya_builtin.json', 'use_case': 'thermal_bridges_case_3'}, 'check_params': {'nb_tasks': {'tasks': 256, 'nodes': 2, 'exclusive_access': True}, 'meshes': 'M2', 'discretization': 'P1', 'environment': 'builtin'}}, {'build_stderr': None, 'build_stdout': None, 'dependencies_actual': [], 'dependencies_conceptual': [], 'description': '', 'display_name': "RegressionTest %nb_tasks={'tasks': 256, 'nodes': 2, 'exclusive_access': True} 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/data/scratch/cladellash/feelppdb/input_data/thermal_bridges_case_3/case3.cfg', '--directory /data/scratch/cladellash/feelppdb/toolboxes/heat/thermal_bridges_case_3/2a1cb607', '--repository.case thermal_bridges_case_3', '--fail-on-unknown-option 1', '--heat.scalability-save=1', '--repository.append.np 0', '--case.discretization P1', '--heat.json.patch=\'{"op": "replace","path": "/Meshes/heat/Import/filename","value": "$cfgdir/M1/case3_p32.json" }\''], 'prerun_cmds': [], 'postrun_cmds': [], 'keep_files': [], 'readonly_files': [], 'tags': ['async'], 'maintainers': [], 'strict_check': True, 'num_tasks': 32, 'num_tasks_per_node': 32, 'num_gpus_per_node': None, 'num_cpus_per_task': 1, 'num_tasks_per_core': None, 'num_tasks_per_socket': None, 'use_multithreading': None, 'max_pending_time': None, 'exclusive_access': True, 'local': False, 'modules': [], 'env_vars': {}, 'variables': {}, 'time_limit': None, 'build_time_limit': None, 'extra_resources': {}, 'build_locally': True, 'machine_config_path': '/data/home/cladellash/benchmarking/config/machines/gaya_builtin.json', 'use_case': 'thermal_bridges_case_3'}, 'check_params': {'nb_tasks': {'tasks': 32, 'nodes': 1, 'exclusive_access': True}, 'meshes': 'M1', 'discretization': 'P1', 'environment': 'builtin'}}]}] )
view=AtomicReportView([{'title': 'Validation measures', 'plot_types': ['scatter'], 'transformation': 'performance', 'variables': ['Normal_Heat_Flux_alpha', 'Normal_Heat_Flux_beta', 'Normal_Heat_Flux_gamma', 'Points_alpha_max_field_temperature', 'Points_alpha_min_field_temperature', 'Points_beta_max_field_temperature', 'Points_beta_min_field_temperature', 'Statistics_temperature_alpha_max', 'Statistics_temperature_alpha_min', 'Statistics_temperature_beta_max', 'Statistics_temperature_beta_min'], 'names': [], 'xaxis': {'parameter': 'meshes', 'label': 'mesh levels'}, 'yaxis': {'label': 'Heat flow [W]'}, 'color_axis': {'parameter': 'discretization', 'label': 'Discretization'}, 'secondary_axis': {'parameter': 'performance_variable', 'label': 'Measures'}, 'aggregations': [{'column': 'nb_tasks.tasks', 'agg': 'filter:128'}]}, {'title': 'Performance (P1)', 'plot_types': ['stacked_bar', 'grouped_bar'], 'transformation': 'performance', 'variables': ['Constructor_init', 'Solve_algebraic-assembly', 'PostProcessing_exportResults'], 'names': [], 'xaxis': {'parameter': 'nb_tasks.tasks', 'label': 'Number of tasks'}, 'secondary_axis': {'parameter': 'meshes', 'label': 'Mesh level'}, 'yaxis': {'label': 'execution time (s)'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance variable'}, 'aggregations': [{'column': 'discretization', 'agg': 'filter:P1'}]}, {'title': 'Speedup (P1)', 'plot_types': ['scatter'], 'transformation': 'speedup', 'variables': ['Constructor_init', 'Solve_algebraic-assembly', 'PostProcessing_exportResults'], 'names': [], 'xaxis': {'parameter': 'nb_tasks.tasks', 'label': 'Number of tasks'}, 'secondary_axis': {'parameter': 'meshes', 'label': 'Mesh level'}, 'yaxis': {'label': 'Speedup'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance variable'}, 'aggregations': [{'column': 'discretization', 'agg': 'filter:P1'}]}, {'title': 'Performance (P2)', 'plot_types': ['stacked_bar', 'grouped_bar'], 'transformation': 'performance', 'variables': ['Constructor_init', 'Solve_algebraic-assembly', 'PostProcessing_exportResults'], 'names': [], 'xaxis': {'parameter': 'nb_tasks.tasks', 'label': 'Number of tasks'}, 'secondary_axis': {'parameter': 'meshes', 'label': 'Mesh level'}, 'yaxis': {'label': 'execution time (s)'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance variable'}, 'aggregations': [{'column': 'discretization', 'agg': 'filter:P2'}]}, {'title': 'Speedup (P2)', 'plot_types': ['scatter'], 'transformation': 'speedup', 'variables': ['Constructor_init', 'Solve_algebraic-assembly', 'PostProcessing_exportResults'], 'names': [], 'xaxis': {'parameter': 'nb_tasks.tasks', 'label': 'Number of tasks'}, 'secondary_axis': {'parameter': 'meshes', 'label': 'Mesh level'}, 'yaxis': {'label': 'Speedup'}, 'color_axis': {'parameter': 'performance_variable', 'label': 'Performance variable'}, 'aggregations': [{'column': 'discretization', 'agg': 'filter:P2'}]}])
controller=AtomicReportController(model,view)

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