## Import of API package from ideastatica_connection_api.models.con_calculation_parameter import ConCalculationParameter from ideastatica_connection_api.models.idea_parameter_update import IdeaParameterUpdate ## Link with baseUrl import ideastatica_connection_api.connection_api_service_attacher as connection_api_service_attacher from ideastatica_connection_api.models.con_calculation_parameter import ConCalculationParameter from ideastatica_connection_api.models.con_production_cost import ConProductionCost #additional packages import matplotlib.pyplot as plt import numpy as np from typing import Concatenate ## Configure logging baseUrl = "http://localhost:5000" ## Absolute path into folder with your python script and connection module project_file_path = r"C:\Users\AlexanderSzotkowski\Documents\IDEA\API\Tutorial 04\tutorial 03 with template-new.ideaCon" print(project_file_path) ## Create client attached to already running service with connection_api_service_attacher.ConnectionApiServiceAttacher(baseUrl).create_api_client() as api_client: try: # Open project print("Opening project %s" % project_file_path) #api_client.project.active_project_id - ID of opened project openedProject = api_client.project.open_project_from_filepath(project_file_path) #openedProject.connections = [ {Con1}, {Con2}, {Con3} .... ] firstConId = openedProject.connections[0].id activeProjectId = api_client.project.active_project_id print("Active project ID: %s" % activeProjectId) #get parameters from ideaCon file include_hidden = True parameters = api_client.parameter.get_parameters(activeProjectId, firstConId, include_hidden=include_hidden) #get default values from the ideaCon file #Diameter of the bolt boltParameter = parameters[3] #print('bolt ',boltParameter.value) #Number of bolt rows rowParameter = parameters[11] #print('row ',rowParameter.value) #Weld size weldParameter = parameters[28] #print('weld ',weldParameter.value) #Bolt assembly boltAssemblyParameter = parameters[29] #print('bolt assembly ',boltAssemblyParameter.value) #setup connection_setup = api_client.project.get_setup(api_client.project.active_project_id) connection_setup.stop_at_limit_strain = True modified_setup = api_client.project.update_setup(api_client.project.active_project_id, connection_setup) #Final results database matrix = [] #cycling through welds with given rows and bolts for row in range(rowParameter.value,1, -1): #print ('Number of bolt rows is', row) for bolt in range(int(1000*boltParameter.value), 12,-2): for weld in range(int(1000*weldParameter.value), 5,-1): par_row = IdeaParameterUpdate() # Create a new instance par_row.key = rowParameter.key par_row.expression = str(row) par_bolt = IdeaParameterUpdate() # Create a new instance par_bolt.key = boltParameter.key par_bolt.expression = str(bolt/1000) # Decrement the expression par_boltAssembly = IdeaParameterUpdate() # Create a new instance par_boltAssembly.key = boltAssemblyParameter.key par_boltAssembly.expression = str('M'+ str(bolt) + ' 8.8') par_weld = IdeaParameterUpdate() # Create a new instance par_weld.key = weldParameter.key par_weld.expression = str(weld/1000) # Decrement the expression updateResponse = api_client.parameter.update(activeProjectId, firstConId, [par_row, par_bolt, par_boltAssembly, par_weld] ) updateResponse.set_to_model # Check if the parameters were updated successfully if updateResponse.set_to_model == False: print('Parameters failed: %s' % ', '.join(updateResponse.failed_validations)) #set the type of analysis ConCalculationParameter.analysis_type = "stress_strain" conParameter = ConCalculationParameter() conParameter.connection_ids = [ firstConId ] summary = api_client.calculation.calculate(activeProjectId, conParameter) # Get results after calculation, store it in separate file and print the actual results results = api_client.calculation.get_results(activeProjectId, conParameter) CheckResSummary = results[0].check_res_summary costs = api_client.connection.get_production_cost(api_client.project.active_project_id, firstConId) api_client.project.download_project(activeProjectId, r'C:\Users\AlexanderSzotkowski\Documents\IDEA\API\Tutorial 04\tutorial 03 with template-updated.ideaCon') if CheckResSummary[0].check_status == False: break if CheckResSummary[0].check_status == True: print (row,'rows of', bolt, 'bolts', 'and weld size ',par_weld.expression,' results are OK. Costs: ', costs.total_estimated_cost) values= [row, bolt,par_weld.expression,costs.total_estimated_cost] #print(values) matrix.append(values) else: print ('Iteration %i failed' % weld) else: print ('Iteration %i for weld failed' % weld) else: print ('Iteration %i for bolts failed' % bolt) else: print ('Iteration %i for rows failed' % row) #Create graph with results # Extracting values from the matrix flat = [x for row in matrix for x in row] rows = flat[0::4] #print('rows', rows) diameter = flat[1::4] #print('diammeter', diameter) weld = flat[2::4] #print('weld', weld) costs = flat[3::4] #print('costs', costs) s = 50 fig, ax = plt.subplots( ) # Use a loop to plot each point with a different marker based on diameter and number of rows for weldi, costsi, rowsi, diameteri in zip(weld, costs, rows, diameter): if diameteri == 16 and rowsi == 3: marker_style = 'o' col = 'blue' elif diameteri == 16 and rowsi == 2: marker_style = 'o' col = 'red' elif diameteri == 14 and rowsi == 3: marker_style = '+' col = 'blue' elif diameteri == 14 and rowsi == 2: marker_style = '+' col = 'red' else: marker_style = 'D' col = 'black' ax.scatter(weldi, costsi, s, marker=marker_style, c=col) ax.set_ylim([min(costs)-10, max(costs)+10]) #ax.legend() plt.text(0, 90, 'red "x" 2 rows of M12', fontsize=10, color='red', ha='left', va='center') plt.text(0, 92, 'blue "x" 3 rows of M12', fontsize=10, color='blue', ha='left', va='center') plt.text(0, 94, 'red "+" 2 rows of M14', fontsize=10, color='red', ha='left', va='center') plt.text(0, 96, 'blue "+" 3 rows of M14', fontsize=10, color='blue', ha='left', va='center') plt.text(0, 98, 'red "dot" 2 rows of M16', fontsize=10, color='red', ha='left', va='center') plt.text(0, 100, 'blue "dot" 3 rows of M16', fontsize=10, color='blue', ha='left', va='center') ax.set_title("Costs") ax.set_ylabel('Costs in €') ax.set_xlabel('Welds in m') ax.axhline(0, color='grey', linewidth=0.8) ax.grid(True) plt.show() except Exception as e: print("Operation failed : %s\n" % e)