Unlock 30% off on Manual Testing Annual Plans this Holiday Season.

Copied to Clipboard!

How to use model_execute method in fMBT

Best Python code snippet using fMBT_python

main.py

Source:main.py

...57    D = data_input_config.D58    Q = data_input_config.Q59    s = data_input_config.s60# model execute61model.model_execute(p, d, q, P, D, Q, s)62model.residuals_analysis()63model.acf_pacf_residuals()64model.ts_residuals_plot()65model.adjust_predict()...

main_test.py

Source:main_test.py

1from test import *2# Ignore warnings3import warnings4warnings.filterwarnings("ignore")5### Initialize6opt = Args()7opt.set_graphtype('pivotMds_grid')8#opt.scale = 4009print(opt.__dict__)  10### Modify the epoch number to the suitable value11epoch=150012# model_execute = "ModelName_DatasetName_TrialID"13# model_execute = "GraphLSTM_pyg-grid_v2-demo1"14model_execute = "GraphLSTM_pyg-pivotMds_grid-demo1"15model_name = 'model_'+model_execute+'_'+str(epoch)+'.pkl'16model_file = opt.main_data_folder + 'model_save/' + model_name17opt.DGL_input = False # Set this value as True, if the trained model is GraphLSTM_dgl; Otherwise, set it as False.18opt.PYG_input = True  # Set this value as False, if the trained model is GraphLSTM_pyg; Otherwise, set it as False.19folder_prefix = opt.main_data_folder + 'testing_results/'20bfs_order = False21scale_constant = 122pred_scale_constant = 123PA_corrected = True24cpu_mode = False25Scale_corrected = True26### Clean Folder27if os.path.exists(folder_prefix):28    shutil.rmtree(folder_prefix)29if not os.path.exists(folder_prefix):30    os.mkdir(folder_prefix)31### Read Model32if cpu_mode == True:33    model = torch.load(model_file, map_location=lambda storage, loc: storage)34else:35    model = torch.load(model_file)36# ## Copy model in testing_results  37# shutil.copyfile(model_file,folder_prefix+model_name)38## Initialize Dataset39graph_dataset,valid_graph_dataset,test_graph_dataset = getdataset(opt)40## Begin test samples from test dataset41model_testdataset_inference_params = {42    "max_samples":24,43    "dataset":test_graph_dataset,44    "test_params":{45        "folder":folder_prefix+'test_random/',46        "model":model,47        "opt":opt,48        "cpu_mode":cpu_mode,49        "bfs_order":bfs_order,50        "Scale_corrected":Scale_corrected,51        "PA_corrected":PA_corrected,52        "scale_constant":scale_constant,53        "pred_scale_constant":pred_scale_constant54    }55}...

ModelExecuteDao.py

Source:ModelExecuteDao.py

...17        return query18    except Exception:19        print(traceback.print_exc())20        return False21def create_model_execute(model_execute):22    """23    åå»º model_execute24    :param model_execute: ç±»å ModelExecute25    :return:26    """27    try:28        session = db.session29        session.add(model_execute)30        session.commit()31        print('æååå»ºä¸æ¡æ§è¡è®°å½')32        return model_execute33    except Exception:34        print(traceback.print_exc())35        return False36def update_model_execute(model_execute_id, status, run_info, end_time):37    """38    æ´æ° model_execute39    :param model_execute_id:40    :param status:41    :param run_info:42    :param end_time:43    :return:44    """45    try:46        filters = {47            ModelExecute.id == model_execute_id,48        }49        result = ModelExecute.query.filter(*filters).first()50        result.status = status...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.