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null, + "cloudType": "PUBLIC", + "api": { + "providerName": "aws-ec2" + }, + "credential": null, + "cloudConfiguration": { + "nodeGroup": "", + "properties": {} + }, + "owner": null, + "state": null, + "diagnostic": null + }, + "location": { + "id": "nebulous-aws-sal-1/eu-west-3", + "name": "eu-west-3", + "providerId": "eu-west-3", + "locationScope": "REGION", + "isAssignable": true, + "geoLocation": { + "city": "Paris", + "country": "France", + "latitude": 48.8607, + "longitude": 2.3281 + }, + "parent": null, + "state": null, + "owner": null + }, + "image": { + "id": "nebulous-aws-sal-1/eu-west-3/ami-0dcef913833a35715", + "name": "PrEstoCloud-Golden-Image-191205-6", + "providerId": "ami-0dcef913833a35715", + "operatingSystem": { + "operatingSystemFamily": "UNKNOWN_OS_FAMILY", + "operatingSystemArchitecture": "I386", + "operatingSystemVersion": 0.0 + }, + "location": "Same as node's location", + "state": null, + "owner": null + }, + "hardware": { + "id": "nebulous-aws-sal-1/eu-west-3/t3.medium", + "name": "t3.medium", + "providerId": "t3.medium", + "cores": 4, + "ram": 8192, + "disk": 50.0, + "fpga": 0, + "location": "Same as node's location", + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": "d0ffac9e-f213-456d-b649-55b2d4d8f2f4", + "environment": null, + "score": 0.70312, + "rank": 149 + }, + { + "id": "5f742f40-52a4-4f66-b638-cf97b8f347a6", + "nodeCandidateType": "IAAS", + "jobIdForByon": null, + "jobIdForEdge": null, + "price": 0.0424, + "cloud": { + "id": "nebulous-aws-sal-1", + "endpoint": null, + "cloudType": "PUBLIC", + "api": { + "providerName": "aws-ec2" + }, + "credential": null, + "cloudConfiguration": { + "nodeGroup": "", + "properties": {} + }, + "owner": null, + "state": null, + "diagnostic": null + }, + "location": { + "id": "nebulous-aws-sal-1/eu-west-3", + "name": "eu-west-3", + "providerId": "eu-west-3", + "locationScope": "REGION", + "isAssignable": true, + "geoLocation": { + "city": "Paris", + "country": "France", + "latitude": 48.8607, + "longitude": 2.3281 + }, + "parent": null, + "state": null, + "owner": null + }, + "image": { + "id": "nebulous-aws-sal-1/eu-west-3/ami-0dcef913833a35715", + "name": "PrEstoCloud-Golden-Image-191205-6", + "providerId": "ami-0dcef913833a35715", + "operatingSystem": { + "operatingSystemFamily": "UNKNOWN_OS_FAMILY", + "operatingSystemArchitecture": "I386", + "operatingSystemVersion": 0.0 + }, + "location": "Same as node's location", + "state": null, + "owner": null + }, + "hardware": { + "id": "nebulous-aws-sal-1/eu-west-3/t3.medium", + "name": "t3.medium", + "providerId": "t3.medium", + "cores": 4, + "ram": 16384, + "disk": 100.0, + "fpga": 0, + "location": "Same as node's location", + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": "b871c4f5-a95f-40f7-81f1-fbfb1c6a5ff0", + "environment": null, + "score": 0.70183, + "rank": 150 + } + ] +} \ No newline at end of file diff --git a/cfsb-backend/Dockerfile b/cfsb-backend/Dockerfile index c6805d9..d589f8c 100644 --- a/cfsb-backend/Dockerfile +++ b/cfsb-backend/Dockerfile @@ -2,16 +2,16 @@ FROM python:3.10 # -WORKDIR /code +WORKDIR /flask_app # -COPY ./requirements.txt /code/requirements.txt +COPY ./requirements.txt /flask_app/requirements.txt # -RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt +RUN pip install --no-cache-dir --upgrade -r /flask_app/requirements.txt # -COPY ./ /code +COPY ./ /flask_app # CMD [ "python3", "-m" , "flask", "run", "--host=0.0.0.0", "--port", "8001"] \ No newline at end of file diff --git a/cfsb-backend/Evaluation.py b/cfsb-backend/Evaluation.py new file mode 100644 index 0000000..77ca8b6 --- /dev/null +++ b/cfsb-backend/Evaluation.py @@ -0,0 +1,232 @@ +import numpy as np +import json +from scipy.optimize import linprog +from scipy.stats import rankdata + +def perform_evaluation(data_table, relative_wr_data, immediate_wr_data, node_names, node_ids): + print("Evaluation begun with perform_evaluation():") + # print("Data Table:", data_table) + # Identify the boolean criteria columns by checking if all values are either 0 or 1 + # boolean_criteria = [criterion for criterion in data_table if set(data_table[criterion]) <= {0, 1}] + boolean_criteria = [criterion for criterion in data_table if 'boolean' in criterion.lower()] + # print("Boolean Criteria:", boolean_criteria) + + # Check if any boolean variables exist + if boolean_criteria: + print("Boolean variables exist:", boolean_criteria) + # Initialize a dictionary to store the categories for each fog node including a category for 0 true values + # The first category is for the all False and the last for the all True values + fog_node_categories = {i: [] for i in range(len(boolean_criteria) + 1)} + + # Iterate over the list of fog nodes to count the '1' (True) values and assign categories + for i in range(len(node_names)): + true_count = sum(data_table[boolean][i] for boolean in boolean_criteria) + fog_node_categories[true_count].append(node_names[i]) + + # Remove the boolean criteria from the data_table + for boolean in boolean_criteria: + del data_table[boolean] + + print(fog_node_categories) + print(data_table) + + # Sort categories in descending order of true_count + sorted_categories = sorted(fog_node_categories, reverse=True) + # Create constraint matrices + A_boolean = [] # This is the inequality constraint matrix + b_boolean = [] # This is be the inequality constraint vector + + # Create constraints for each category having higher scores than the next lower category + for higher_cat in range(len(sorted_categories) - 1): + for fog_node_high in fog_node_categories[sorted_categories[higher_cat]]: + for fog_node_low in fog_node_categories[sorted_categories[higher_cat + 1]]: + # Create a constraint for each pair of fog nodes (high > low) + high_scores = [-data_table[criterion][node_names.index(fog_node_high)] for criterion in data_table] + low_scores = [-data_table[criterion][node_names.index(fog_node_low)] for criterion in data_table] + constraint = [h - l for h, l in zip(high_scores, low_scores)] + A_boolean.append(constraint) + b_boolean.append(0) # The score difference must be greater than 0 + # print("A_boolean:", A_boolean) + # print("b_boolean:", b_boolean) + + # Reserve a variable (column) for each criterion + criteria_list = list(data_table.keys()) + criterion_index = {criterion: idx for idx, criterion in enumerate(criteria_list)} + + # Initialize A and b matrices for inequality constraints, and A_eq and b_eq for equality constraints + A = [] + b = [] + A_eq = [] + b_eq = [] + + # Create the Constraint of each unit + for row_values in zip(*data_table.values()): + A.append(list(row_values)) + b.extend([1] * len(A)) + + # Add weight restriction constraints to A or A_eq based on the operator + for constraint in relative_wr_data: + lhs_index = criterion_index[constraint['LHSCriterion']] + rhs_index = criterion_index[constraint['RHSCriterion']] + intensity = constraint['Intense'] + + constraint_row = [0] * len(criteria_list) + if constraint['Operator'] == 1: # >= + constraint_row[lhs_index] = -1 + constraint_row[rhs_index] = intensity + A.append(constraint_row) + b.append(0) + elif constraint['Operator'] == -1: # <= + constraint_row[lhs_index] = 1 + constraint_row[rhs_index] = -intensity + A.append(constraint_row) + b.append(0) + elif constraint['Operator'] == 0: # equality + constraint_row[lhs_index] = -1 + constraint_row[rhs_index] = intensity + A_eq.append(constraint_row) + b_eq.append(0) + + # Add immediate constraints to A or A_eq based on the given operator + for constraint in immediate_wr_data: + criterion_idx = criterion_index[constraint['Criterion']] + intensity = constraint['Value'] + + constraint_row = [0] * len(criteria_list) + if constraint['Operator'] == 1: + constraint_row[criterion_idx] = -1 + A.append(constraint_row) + b.append(-intensity) + elif constraint['Operator'] == -1: + constraint_row[criterion_idx] = 1 + A.append(constraint_row) + b.append(intensity) + elif constraint['Operator'] == 0: + constraint_row[criterion_idx] = 1 + A_eq.append(constraint_row) + b_eq.append(intensity) + + # Add constraints coming from the Boolean variables + if boolean_criteria: + A.extend(A_boolean) + b.extend(b_boolean) + + # Convert lists to numpy arrays + A = np.array(A, dtype=float) + b = np.array(b, dtype=float) + A_eq = np.array(A_eq, dtype=float) if A_eq else None + b_eq = np.array(b_eq, dtype=float) if b_eq else None + # print(A) + # print(b) + # print(A_eq) + # print(b_eq) + + num_of_dmus = len(next(iter(data_table.values()))) + Cols_No = len(criteria_list) + DEA_Scores = [] + epsilon = 0.00001 # Lower bound of the variables + + # Iterating over each DMU to Perform DEA + for dmu_index in range(num_of_dmus): + # Gathering values for the current DMU + dmu_values = [values[dmu_index] for values in data_table.values()] + + # Forming the objective function coefficients + c = -np.array(dmu_values) + + # Bounds for each variable + bounds = [(epsilon, None) for _ in range(Cols_No)] + + # Solve the problem https://pythonguides.com/python-scipy-linprog/ + res = linprog(c, A_ub=A, b_ub=b, A_eq=A_eq, b_eq=b_eq, bounds=bounds, method='highs') + # res = linprog(c, A_ub=A, b_ub=b, A_eq=A_eq, b_eq=b_eq, bounds=bounds, method='simplex', callback=None, options={'presolve': True, 'autoscale': True, 'bland': True}) + + DEA_Scores.append(-res.fun if res.success else None) + + # Check if the optimization problem is infeasible + if not res.success: + # Return an appropriate JSON response indicating infeasibility + infeasibility_response = { + "LPstatus": "infeasible", + "message": f"The optimization problem is infeasible with the given weight restrictions. Please review them." + # In case no weight restrictions are used, then the infeasibility is caused due to the data of the criteria. Please make changes on the data. + } + return infeasibility_response + # return {'LPstatus': 'infeasible', 'results': infeasibility_response} + + # Round the DEA scores to 2 decimal places + DEA_Scores_Rounded = np.round(DEA_Scores, 2) + #In case of Success then Rank the DEA scores using 'max' method for ties + DEA_Scores_Ranked = len(DEA_Scores_Rounded) - rankdata(DEA_Scores_Rounded, method='max') + 1 + + # Print the rounded scores and their corresponding ranks + # print("Rounded DEA Scores:", DEA_Scores_Rounded) + # print("Corresponding Ranks:", DEA_Scores_Ranked) + + # Create a JSON object with titles, DEA scores, and ranks + results_json = [ + { + "Title": node_names[i], + "Id": node_ids[i], + "DEA Score": DEA_Scores[i], + "Rank": int(DEA_Scores_Ranked[i]) + } + for i in range(len(node_names)) + ] + + # Return successful results + return {'LPstatus': 'feasible', 'results': results_json} + # return results_json, DEA_Scores, DEA_Scores_Ranked + + +# # Provided data +# data_table = {'2ad4bd97-d932-42a5-860e-e607a50f161d': [3, 1], 'e917581d-1a62-496b-9d2e-05972fe309e9': [2, 1], '78aca9a8-8c14-4c7d-af34-72cef0da992d': [3, 1], 'd2bddce9-4118-41a9-b528-3bac32b13312': [3, 2]} +# relative_wr_data: [{'LHSCriterion': 'Accountability', 'Operator': 1, 'Intense': 2, 'RHSCriterion': 'Compliance'}] +# immediate_wr_data: [{'Criterion': 'Compliance', 'Operator': 1, 'Value': 0.5}] +# +# node_names = ['2ad4bd97-d932-42a5-860e-e607a50f161d', 'e917581d-1a62-496b-9d2e-05972fe309e9', '78aca9a8-8c14-4c7d-af34-72cef0da992d', 'd2bddce9-4118-41a9-b528-3bac32b13312'] +# +# Evaluation_JSON = perform_evaluation(data_table, [], [], node_names) +# pretty_json = json.dumps(Evaluation_JSON) + + +# +# data_table = { +# 'Provider Track record': [44.3, 37.53, 51.91, 86.56, 28.43], +# 'Agility': [41.8, 53.69, 91.3, 84.72, 58.37], +# 'Reputation': [2, 1, 3, 1, 3], +# 'Brand Name': [71.39, 83.11, 20.72, 91.07, 89.49], +# 'Boolean1': [1, 0, 1, 1, 0], +# 'Boolean2': [0, 1, 0, 1, 0] +# } +# +# relative_wr_data = [ +# {'LHSCriterion': 'Reputation', 'Operator': 1, 'Intense': 1.5, 'RHSCriterion': 'Brand Name'}, +# {'LHSCriterion': 'Brand Name', 'Operator': -1, 'Intense': 1, 'RHSCriterion': 'Agility'}, +# # {'LHSCriterion': 'Brand Name', 'Operator': 0, 'Intense': 0.5, 'RHSCriterion': 'Provider Track record'} +# ] +# immediate_wr_data = [ +# {'Criterion': 'Brand Name', 'Operator': 1, 'Value': 0.000000001} +# ] +# # immediate_wr_data = [ +# # {'Criterion': 'Reputation', 'Operator': 1, 'Value': 0.2}, +# # {'Criterion': 'Reputation', 'Operator': -1, 'Value': 0.5}, +# # {'Criterion': 'Agility', 'Operator': -1, 'Value': 0.75}, +# # {'Criterion': 'Brand Name', 'Operator': 0, 'Value': 0.3} +# # ] +# # +# # # "immediate_wr_data":[{"Criterion":"Accountability","Operator":1,"Value":0.2}]} +# # # w1>=0.2 and w1<=0.5 +# # +# node_names = ['Fog Node 1', 'Fog Node 2', 'Fog Node 3', 'Fog Node 4', 'Fog Node 5'] +# +# Evaluation_JSON = perform_evaluation(data_table, relative_wr_data, immediate_wr_data, node_names) +# print("Evaluation_JSON:", Evaluation_JSON) + + +# Evaluation_JSON = perform_evaluation(data_table, [], [], node_names) +# pretty_json = json.dumps(Evaluation_JSON) +# print(pretty_json) +# print("Evaluation_JSON:", Evaluation_JSON) +# # print("DEA Scores:", DEA_Scores) +# # print("Ranked DEA Scores:", DEA_Scores_Ranked) \ No newline at end of file diff --git a/cfsb-backend/SAL_Response_100EdgeDevs.json b/cfsb-backend/SAL_Response_100EdgeDevs.json new file mode 100644 index 0000000..9e24d82 --- /dev/null +++ b/cfsb-backend/SAL_Response_100EdgeDevs.json @@ -0,0 +1,11202 @@ +[ + { + "name": "test0", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.0" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "8", + "numberOfCores": 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null + }, + "id": "8a7482868df473cc018df47d96a50011" + }, + { + "name": "test9", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.9" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "16", + "numberOfCores": 4, + "memory": 13, + "disk": 8.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.00 + }, + "geoLocation": { + "city": "Athens", + "country": "Greece", + "latitude": -24.562317, + "longitude": 26.578308 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": 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"operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.00 + }, + "location": null, + "state": null, + "owner": null + }, + "hardware": { + "id": "edge-hardware-3Hi1Qjr3nwDhHVKL", + "name": null, + "providerId": null, + "cores": 4, + "ram": 13, + "disk": 8.0, + "fpga": 0, + "location": null, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": null, + "environment": null + }, + "id": "8a7482868df473cc018df47d97c70013" + }, + { + "name": "test10", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.10" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "20", + "numberOfCores": 8, + "memory": 1, + "disk": 13.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.00 + }, + "geoLocation": { + "city": "Nice", + "country": "France", + "latitude": 26.856018, + "longitude": 0.13977814 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": "https://www.activeeon.com/public_content/7cde3381417ff3784639dc41fa7e7cd0544a5234-morphemic-7bulls/node_13.1.0-SNAPSHOT_armv8.jar", + "nodeCandidate": { + "id": "8a7482868df473cc018df47d98e00014", + "nodeCandidateType": "EDGE", + "jobIdForByon": null, + "jobIdForEdge": "FCRnewLight0", + "price": 0.0, + "cloud": { + "id": "edge", + "endpoint": null, + "cloudType": "EDGE", + "api": null, + "credential": null, + "cloudConfiguration": { + "nodeGroup": null, + "properties": {} + }, + "owner": "EDGE", + "state": null, + "diagnostic": null + }, + "location": { + "id": "edge-location-rY42bNpWUlA7RHm7", + "name": null, + "providerId": null, + "locationScope": null, + "isAssignable": null, + "geoLocation": { + "city": "Nice", + "country": "France", + "latitude": 26.856018, + "longitude": 0.13977814 + }, + "parent": null, + "state": null, + "owner": null + }, + "image": { + "id": "edge-image-rY42bNpWUlA7RHm7", + "name": "edge-image-name-UBUNTU-UNKNOWN", + "providerId": null, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.00 + }, + "location": null, + "state": null, + "owner": null + }, + "hardware": { + "id": "edge-hardware-rY42bNpWUlA7RHm7", + "name": null, + "providerId": null, + "cores": 8, + "ram": 1, + "disk": 13.0, + "fpga": 0, + "location": null, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": null, + "environment": null + }, + "id": "8a7482868df473cc018df47d98e30015" + } +] \ No newline at end of file diff --git a/cfsb-backend/User_Functions.py b/cfsb-backend/User_Functions.py new file mode 100644 index 0000000..979928e --- /dev/null +++ b/cfsb-backend/User_Functions.py @@ -0,0 +1,519 @@ +import os +# import read_file +import get_data as file +import random +import json +from datetime import datetime +import data_types as attr_data_types +from Evaluation import perform_evaluation +from data_types import get_attr_data_type +import db.db_functions as db_functions + +# Boolean_Variables = ['Extend offered network capacity', 'Extend offered processing capacity', 'Extend offered memory capacity', +# 'Fog resources addition', 'Edge resources addition', 'Solid State Drive'] +Boolean_Variables = [ + "fd871ec6-d953-430d-a354-f13c66fa8bc9", "dcedb196-2c60-4c29-a66d-0e768cfd698a", + "0cf00a53-fd33-4887-bb38-e0bbb04e3f3e", "d95c1dae-1e22-4fb4-9cdc-743e96d0dddc", + "8cd09fe9-c119-4ccd-b651-0f18334dbbe4", "7147995c-8e68-4106-ab24-f0a7673eb5f5", "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef"] + +# Used to transform SAL's response before sending to DataGrid +# This version is designed to read the structure of SAL's response obtained from POSTMAN +def extract_node_candidate_data(json_file_path): + with open(json_file_path, 'r') as file: + json_data = json.load(file) + + extracted_data = [] + node_ids = [] + node_names = [] + + for item in json_data: + hardware_info = item.get("nodeCandidate", {}).get("hardware", {}) + node_data = { + "name": item['name'], + "id": item['id'], + "nodeId": item.get("nodeCandidate", {}).get("nodeId"), + "nodeCandidateType": item.get("nodeCandidate", {}).get("nodeCandidateType"), + "price": item.get("nodeCandidate", {}).get("price", 0.0), + "pricePerInvocation": item.get("nodeCandidate", {}).get("pricePerInvocation", 0.0), + "memoryPrice": item.get("nodeCandidate", {}).get("memoryPrice", 0.0), + "hardware": { + "id": hardware_info.get("id"), + "name": hardware_info.get("name"), + "providerId": hardware_info.get("providerId"), + "cores": hardware_info.get("cores"), + "ram": hardware_info.get("ram") * 1024 if hardware_info.get("ram") else None, # Assuming RAM needs conversion from GB to MB + "disk": hardware_info.get("disk"), + "fpga": hardware_info.get("fpga") + } + } + extracted_data.append(node_data) + node_ids.append(item['id']) + node_names.append(item.get('name', '')) + + number_of_nodes = len(json_data) + + return extracted_data, number_of_nodes, node_ids, node_names + + + +# Only 50 nodes +def extract_SAL_node_candidate_data(json_string): + try: + json_data = json.loads(json_string) # Ensure json_data is a list of dictionaries + except json.JSONDecodeError as e: + print(f"Error parsing JSON: {e}") + return [], 0, [], [] + + extracted_data = [] + + for item in json_data: + # Ensure each item is a dictionary before accessing it + if isinstance(item, dict): + node_data = { + "nodeId": item.get("nodeId", ''), + "id": item.get('id', ''), + "nodeCandidateType": item.get("nodeCandidateType", ''), + "price": item.get("price", 0.0), + "pricePerInvocation": item.get("pricePerInvocation", 0.0), + "memoryPrice": item.get("memoryPrice", 0.0), + "hardware": item.get("hardware", {}) + } + extracted_data.append(node_data) + else: + print(f"Unexpected item format: {item}") + + number_of_nodes = len(extracted_data) + node_ids = [node['id'] for node in extracted_data] + node_names = [node['id'] for node in extracted_data] + + return extracted_data, number_of_nodes, node_ids, node_names + + + +# Used to transform SAL's response all nodes +# def extract_SAL_node_candidate_data(sal_reply): +# # Parse the JSON string in the body of the SAL reply +# body = sal_reply.get('body', '') +# extracted_data = [] +# +# try: +# json_data = json.loads(body) +# except json.JSONDecodeError as e: +# print(f"Error parsing JSON: {e}") +# return extracted_data +# +# for item in json_data: +# node_data = { +# "name": item.get('name', ''), +# "name": item.get('id', ''), +# "id": item.get('id', ''), +# "nodeId": item.get("nodeId", ''), +# "nodeCandidateType": item.get("nodeCandidateType", ''), +# "price": item.get("price", 0.0), +# "pricePerInvocation": item.get("pricePerInvocation", 0.0), +# "memoryPrice": item.get("memoryPrice", 0.0), +# "hardware": item.get("hardware", {}) +# } +# extracted_data.append(node_data) +# +# number_of_nodes = len(extracted_data) +# node_ids = [node['id'] for node in extracted_data] +# node_names = [node['name'] for node in extracted_data] +# if not node_names: +# node_names = node_ids +# +# return extracted_data, number_of_nodes, node_ids, node_names + + +# Used to map the criteria from SAL's response with the selected criteria (from frontend) +def create_criteria_mapping(selected_items, extracted_data): + field_mapping = { + # "Cost": "price", + "Operating cost": "price", + "Memory Price": "memoryPrice", + "Number of CPU Cores": "cores", + "Memory Size": "ram", + "Storage Capacity": "disk" + } + return field_mapping + +# Used to create the required structure for the Evaluation +def transform_grid_data_to_table(json_data): + grid_data = json_data.get('gridData', []) + relative_wr_data = json_data.get('relativeWRData', []) + immediate_wr_data = json_data.get('immediateWRData', []) + node_names = json_data.get('nodeNames', []) + node_ids = [] + + # Initialize temporary dictionaries to organize the data + temp_data_table = {} + criteria_titles = [] + # Mapping for ordinal values + ordinal_value_mapping = {"High": 3, "Medium": 2, "Low": 1} + boolean_value_mapping = {"True": 1, "False": 0} + + for node in grid_data: + node_name = node.get('name') + node_ids.append(node.get('id')) + + criteria_data = {} + for criterion in node.get('criteria', []): + title = criterion.get('title') + value = criterion.get('value') + data_type = criterion.get('data_type') + + if data_type == 1: # Ordinal data type + numeric_value = ordinal_value_mapping.get(value, None) + if numeric_value is not None: + criteria_data[title] = numeric_value + elif data_type == 5: # Boolean data type + boolean_value = boolean_value_mapping.get(value, None) + if boolean_value is not None: + criteria_data[title] = boolean_value + else: # Numeric and other types + try: + criteria_data[title] = float(value) + except ValueError: + # Handle or log the error for values that can't be converted to float + pass + + temp_data_table[node_name] = criteria_data + + # Collect all criteria titles + criteria_titles.extend(criteria_data.keys()) + + # Remove duplicates from criteria titles + criteria_titles = list(set(criteria_titles)) + + # Initialize the final data table + data_table = {title: [] for title in criteria_titles} + + # Populate the final data table + for node_name, criteria_data in temp_data_table.items(): + for title, value in criteria_data.items(): + data_table[title].append(value) + + # Format relative weight restriction data + formatted_relative_wr_data = [] + for relative_wr in relative_wr_data: + formatted_relative_wr = { + 'LHSCriterion': relative_wr.get('LHSCriterion'), + 'Operator': relative_wr.get('Operator'), + 'Intense': relative_wr.get('Intense'), + 'RHSCriterion': relative_wr.get('RHSCriterion') + } + formatted_relative_wr_data.append(formatted_relative_wr) + + # Format immediate weight restriction data + formatted_immediate_wr_data = [] + for immediate_wr in immediate_wr_data: + formatted_immediate_wr = { + 'Criterion': immediate_wr.get('Criterion'), + 'Operator': immediate_wr.get('Operator'), + 'Value': immediate_wr.get('Value') + } + formatted_immediate_wr_data.append(formatted_immediate_wr) + + return data_table, formatted_relative_wr_data, formatted_immediate_wr_data, node_names, node_ids + + +# Used to save data for each application from Frontend +def save_app_data(json_data): + # Extract app data and app_id + app_data = json_data[0][0] # Assuming the first element contains the app_id + app_id = app_data['app_id'] + + # Directory setup + app_dir = f"app_dirs/{app_id}" + if not os.path.exists(app_dir): + os.makedirs(app_dir) + + # New data structure with additional attributes + structured_data = { + "app_id": app_id, + "nodeNames": json_data[1], + "selectedCriteria": json_data[2], + "gridData": json_data[3], + "relativeWRData": json_data[4], + "immediateWRData": json_data[5], + "results": json_data[6] + } + + # Save the newly structured data to a JSON file + # with open(os.path.join(app_dir, "data.json"), 'w', encoding='utf-8') as f: + # json.dump(structured_data, f, ensure_ascii=False, indent=4) + with open(os.path.join(app_dir, f"{app_id}_data.json"), 'w', encoding='utf-8') as f: + json.dump(structured_data, f, ensure_ascii=False, indent=4) + return app_data + + +# Used to check if a JSON file for a given application ID exists +def check_json_file_exists(app_id): + app_dir = f"app_dirs/{app_id}" # The directory where the JSON files are stored + file_path = os.path.join(app_dir, f"{app_id}_data.json") + + return os.path.exists(file_path) + + +# Used to read ALL the saved Data for an Application +# def read_application_data(app_id): +# # Directory path and file path +# app_dir = os.path.join("app_dirs", app_id) +# file_path = os.path.join(app_dir, "data.json") +# +# # Check if the file exists +# if os.path.exists(file_path): +# # Read and parse the JSON file +# with open(file_path, 'r', encoding='utf-8') as f: +# data = json.load(f) +# # Extract specific parts of the data +# # selected_criteria = data.get("selectedCriteria", None) +# data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = transform_grid_data_to_table(data) +# else: +# print(f"No data found for application ID {app_id}.") # Return everything empty +# data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = [], [], [], [], [] +# +# return data_table, relative_wr_data, immediate_wr_data, node_names, node_ids + +# Used to read the saved Data of the Application ONLY for the Nodes returned by SAL +def read_application_data(app_id, node_ids_SAL): + # Directory path and file path + app_dir = os.path.join("app_dirs", app_id) + file_path = os.path.join(app_dir, f"{app_id}_data.json") + + # Initialize variables to return in case of no data or an error + data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = [], [], [], [], [] + + # Check if the file exists + if os.path.exists(file_path): + # Read and parse the JSON file + with open(file_path, 'r', encoding='utf-8') as f: + data = json.load(f) + + # Filter gridData based on node_ids_SAL + filtered_grid_data = [node for node in data['gridData'] if node['id'] in node_ids_SAL] + + # Create a new JSON structure with filtered gridData + filtered_json_data = { + "gridData": filtered_grid_data, + "relativeWRData": data['relativeWRData'], + "immediateWRData": data['immediateWRData'], + "nodeNames": [node['name'] for node in filtered_grid_data], # Assuming you want to filter nodeNames as well + "nodeIds": node_ids_SAL # Assuming you want to include nodeIds from the filtered list + } + + # Call transform_grid_data_to_table with the new filtered JSON data + data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = transform_grid_data_to_table(filtered_json_data) + else: + print(f"No data found for application ID {app_id}.") + + return data_table, relative_wr_data, immediate_wr_data, node_names + + + +#Used to create data table from SAL's response in app_side +def create_data_table(selected_criteria, extracted_data, field_mapping): + # Initialize the data table with lists for each criterion + data_table = {criterion: [] for criterion in selected_criteria} + + # Loop over each node in the extracted data + for node in extracted_data: + # For each selected criterion, retrieve the corresponding value from the node's data + for criterion in selected_criteria: + # Determine the field name using the mapping, defaulting to the criterion name itself + field_name = field_mapping.get(criterion, criterion) + value = None # Default value if field is not found + + # Special case for hardware attributes + if 'hardware' in node and field_name in node['hardware']: + value = node['hardware'][field_name] + elif field_name in node: + value = node[field_name] + + # Replace zero value with 0.00001 + if value == 0: + # value = 0.00001 + value = 10 + + data_table[criterion].append(value) + + return data_table + + +# Used to Append "Score" and "Rank" for each node in SAL's response JSON +# def append_evaluation_results(SALs_JSON_filename, raw_evaluation_results): +# # Load the JSON content from the file +# with open(SALs_JSON_filename, 'r') as file: +# SALs_JSON = json.load(file) +# +# # Check if raw_evaluation_results is a string and parse it, otherwise use it directly +# if isinstance(raw_evaluation_results, str): +# try: +# evaluation_results = json.loads(raw_evaluation_results) +# except json.JSONDecodeError as e: +# print(f"An error occurred while decoding the JSON data: {e}") +# return +# else: +# evaluation_results = raw_evaluation_results +# +# eval_results_dict = {result['Id']: (result['DEA Score'], result['Rank']) for result in evaluation_results} +# +# for node in SALs_JSON: +# node_id = node.get("id") +# if node_id in eval_results_dict: +# score, rank = eval_results_dict[node_id] +# node["Score"] = score +# node["Rank"] = rank +# +# return SALs_JSON +# # # Write the updated SALs_JSON to a new JSON file +# # with open('updated_SALs_JSON.json', 'w') as file: +# # json.dump(SALs_JSON, file, indent=4) + +# def append_evaluation_results(sal_reply_body, scores_and_ranks): +# # Create a dictionary mapping Ids to scores and ranks +# eval_results_dict = {result['Id']: (result['DEA Score'], result['Rank']) +# for result in scores_and_ranks} +# +# # Iterate over each node in sal_reply_body and append Score and Rank +# for node in sal_reply_body: +# node_id = node.get('id') # Assuming the ID is directly under the node +# if node_id in eval_results_dict: +# score, rank = eval_results_dict[node_id] +# node["Score"] = score +# node["Rank"] = rank +# +# return sal_reply_body + + + +# def append_evaluation_results(sal_reply_body, scores_and_ranks): +# # Check if sal_reply_body is a string and convert it to a Python object +# if isinstance(sal_reply_body, str): +# sal_reply_body = json.loads(sal_reply_body) +# +# # Create a dictionary mapping Ids to scores and ranks +# eval_results_dict = {result['Id']: (result['DEA Score'], result['Rank']) +# for result in scores_and_ranks} +# +# # Iterate over each node in sal_reply_body and append Score and Rank +# for node in sal_reply_body: +# node_id = node.get('id') # Assuming the ID is directly under the node +# if node_id in eval_results_dict: +# score, rank = eval_results_dict[node_id] +# node["score"] = score +# node["rank"] = rank +# +# return sal_reply_body + + +# Used to parse Patini's JSON +def parse_device_info_from_file(file_path): + with open(file_path, 'r') as file: + json_data = json.load(file) + device_names = [] + device_info = { + 'id': json_data['_id'], + 'name': json_data['name'], # Save the device name + 'deviceInfo': json_data['deviceInfo'], + 'creationDate': json_data['creationDate'], + 'lastUpdateDate': json_data['lastUpdateDate'], + 'status': json_data['status'], + 'metrics': { + 'cpu': json_data['metrics']['metrics']['cpu'], + 'uptime': json_data['metrics']['metrics']['uptime'], + 'disk': json_data['metrics']['metrics']['disk'], + 'ram': json_data['metrics']['metrics']['ram'] + } + } + + # Example of converting and handling ISODate strings, adjust accordingly + device_info['creationDate'] = datetime.fromisoformat(device_info['creationDate'].replace("ISODate('", "").replace("')", "")) + device_info['lastUpdateDate'] = datetime.fromisoformat(device_info['lastUpdateDate'].replace("ISODate('", "").replace("')", "")) + device_info['creationDate'] = device_info['creationDate'].isoformat() + device_info['lastUpdateDate'] = device_info['lastUpdateDate'].isoformat() + + # Update the global device_names list + device_names.append({'id': device_info['id'], 'name': device_info['name']}) + return device_names, device_info + + +import json +import random + +def append_evaluation_results(sal_reply_body, scores_and_ranks): + # Check if sal_reply_body is a string and convert it to a Python object + if isinstance(sal_reply_body, str): + sal_reply_body = json.loads(sal_reply_body) + + if scores_and_ranks: + # Create a dictionary mapping Ids to scores and ranks + eval_results_dict = {result['Id']: (result['DEA Score'], result['Rank']) + for result in scores_and_ranks} + + # Iterate over each node in sal_reply_body and append Score and Rank + for node in sal_reply_body: + node_id = node.get('id') # Assuming the ID is directly under the node + if node_id in eval_results_dict: + score, rank = eval_results_dict[node_id] + node["score"] = score + node["rank"] = rank + else: + # If scores_and_ranks is empty + for index, node in enumerate(sal_reply_body): + if index == 0: + # First node gets a score of 1 and rank of 1 + node["score"] = 1 + node["rank"] = 1 + else: + # Assign random scores between 0.33 and 0.93 to the rest + node["score"] = random.uniform(0.33, 0.93) + + # Sort nodes by score in descending order to calculate ranks + sorted_nodes = sorted(sal_reply_body[1:], key=lambda x: x["score"], reverse=True) + + # Assign ranks based on sorted order, starting from 2 since the first node is ranked 1 + for rank, node in enumerate(sorted_nodes, start=2): + node["rank"] = rank + + # Combine the first node with the rest + sal_reply_body = [sal_reply_body[0]] + sorted_nodes + + return sal_reply_body + + + + + + + + + + + + + + + + +# Example usage +# extracted_data, NUMBER_OF_FOG_NODES, node_names = extract_node_candidate_data('dummy_data_node_candidates.json') +# print(NUMBER_OF_FOG_NODES) +# print(node_names) + +# app_id = 'd535cf554ea66fbebfc415ac837a5828' +# data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = read_app_specific_data(app_id) +# +# print("Node Names:", node_names) +# print("data_table:", data_table) +# print("Relative WR Data:", relative_wr_data) +# print("Immediate WR Data:", immediate_wr_data) +# +# evaluation_results = perform_evaluation(data_table, relative_wr_data, immediate_wr_data, node_names, node_ids) +# print("evaluation_results:", evaluation_results) +# +# # Extracting the results and saving them into a variable +# ScoresAndRanks = evaluation_results['results'] +# print("ScoresAndRanks:", ScoresAndRanks) + +# append_evaluation_results('SAL_Response_11EdgeDevs.json', ScoresAndRanks) diff --git a/cfsb-backend/activemq.py b/cfsb-backend/activemq.py new file mode 100644 index 0000000..4bf3b01 --- /dev/null +++ b/cfsb-backend/activemq.py @@ -0,0 +1,381 @@ +# ActiveMQ communication logic +import sys +import threading +import json +import time +sys.path.insert(0,'../exn') +import logging +from dotenv import load_dotenv +load_dotenv() +from proton import Message +from exn import core +from exn.connector import EXN +from exn.core.consumer import Consumer +from exn.core.synced_publisher import SyncedPublisher +from exn.core.publisher import Publisher +from exn.core.context import Context +from exn.core.handler import Handler +from exn.handler.connector_handler import ConnectorHandler +from User_Functions import * +import uuid + +# logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') +# logging.getLogger('exn.connector').setLevel(logging.CRITICAL) + +class SyncedHandler(Handler): + def on_message(self, key, address, body, message: Message, context=None): + # logging.info(f"[SyncedHandler] Received {key} => {address}: {body}") + # logging.info("on_message in SyncedHandler is executed") + # logging.info(f"[body] {body}") + + # Triggered by OPTIMIZER, Get app id, correlation id and filters + # if address == "topic://eu.nebulouscloud.cfsb.get_node_candidates": + if key == "OPT-triggering": + # logging.info("Entered in OPT-triggering'") + + # Save the correlation_id (We do not have it from the app_side) + uuid.uuid4().hex.encode("utf-8") # for Correlation id + + # Optimizer_correlation_id = '88334290cad34ad9b21eb468a9f8ff11' # dummy correlation_id + correlation_id_optimizer = message.correlation_id + # logging.info(f"Optimizer_correlation_id {message.correlation_id}") + print("Optimizer Correlation Id: ", correlation_id_optimizer) + + # application_id_optimizer = message.properties.application # can be taken also from message.annotations.application + application_id_optimizer = message.subject + # application_id_optimizer = 'd535cf554ea66fbebfc415ac837a5828' #dummy application_id_optimizer + print("Application Id: ", application_id_optimizer) + + try: + # Read the Message Sent from Optimizer + opt_message_data = body + print("Whole Message Sent from Optimizer:", opt_message_data) + + # Extract 'body' from opt_message_data + body_sent_from_optimizer = opt_message_data.get('body', {}) + + # 100 Nodes + # body_sent_from_optimizer = [ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"], + # "jobIdForByon": "dummy-app-id", + # "jobIdForEDGE": "dummy-app-id" + # } + # ] + + + # 58 Nodes + # body_sent_from_optimizer = [ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"], + # "jobIdForByon": "dummy-app-id", + # "jobIdForEDGE": "dummy-app-id" + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "cores", + # "requirementOperator": "EQ", + # "value": "2" + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "ram", + # "requirementOperator": "EQ", + # "value": "4096" + # } + # ] + + # "jobIdForByon": "null", + # "jobIdForEDGE": "null" + # body_sent_from_optimizer =[ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"] + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "image", + # "requirementAttribute": "operatingSystem.family", + # "requirementOperator": "IN","value":"UBUNTU"}, + # { + # "type":"AttributeRequirement", + # "requirementClass":"hardware", + # "requirementAttribute":"ram", + # "requirementOperator":"GEQ", + # "value":"4096" + # }, + # {"type":"AttributeRequirement","requirementClass":"hardware","requirementAttribute":"cores", + # "requirementOperator":"GEQ","value":"4"} + # ] + + # body_sent_from_optimizer = [ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"] + # } + # ] + # "nodeTypes": ["EDGE"] + # "nodeTypes": ["IAAS", "PAAS", "FAAS", "BYON", "EDGE", "SIMULATION"] + # "jobIdForEDGE": "FCRnewLight0" + # "jobIdForByon":"dummy-app-id", + # "jobIdForEDGE":"dummy-app-id" + + # body_sent_from_optimizer = [ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"] + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "cores", + # "requirementOperator": "EQ", + # "value": "2" + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "ram", + # "requirementOperator": "EQ", + # "value": "4096" + # } + # ] + + # body_sent_from_optimizer =[ + # { + # "type": "NodeTypeRequirement", + # "nodeTypes": ["IAAS"], + # "jobIdForByon": "dummy-app-id", + # "jobIdForEDGE": "dummy-app-id" + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "cores", + # "requirementOperator": "EQ", + # "value": "2" + # }, + # { + # "type": "AttributeRequirement", + # "requirementClass": "hardware", + # "requirementAttribute": "ram", + # "requirementOperator": "EQ", + # "value": "4096" + # } + # ] + + # logging.info(body_sent_from_optimizer) + # print("Extracted body from Optimizer Message:", body_sent_from_optimizer) + + ## Prepare message to be send to SAL + # Convert the body data to a JSON string + + # body_json_string = json.dumps(body_sent_from_optimizer) + body_json_string = body_sent_from_optimizer + RequestToSal = { # Dictionary + "metaData": {"user": "admin"}, # key [String "metaData"] value [dictionary] + "body": body_json_string # key [String "body"] value [JSON String] + } + # logging.info("RequestToSal: %s", RequestToSal) + print("RequestToSal:", RequestToSal) + + # print("Is RequestToSal a valid dictionary:", isinstance(RequestToSal, dict)) + # print("Is the 'body' string in RequestToSal a valid JSON string:", is_json(RequestToSal["body"])) + + ## Request the node candidates from SAL + sal_reply = context.publishers['SAL-GET'].send_sync(RequestToSal) + + ## Process SAL's Reply + # sal_reply_body = sal_reply.get('body') + sal_body = sal_reply.get('body') # Get the 'body' as a JSON string + + # try: + # # Parse the JSON string to a Python object + # nodes_data = json.loads(sal_body) + # total_nodes = len(nodes_data) # Get the total number of nodes + # + # # Check if more than 51 nodes exist + # if total_nodes > 58: + # print("More than 58 nodes exist. Only the first 51 nodes will be processed.") + # # Filter to only include the first 51 nodes + # sal_reply_body = nodes_data[:60] + # else: + # print(f"Total {total_nodes} nodes found. Processing all nodes.") + # sal_reply_body = sal_reply.get('body') + # + # except json.JSONDecodeError as e: + # print(f"Error parsing JSON: {e}") + + + # filename = 'SAL_Response_10EdgeDevs.json' + # with open(filename, 'r') as file: + # sal_reply_body = json.load(file) + # print("SAL's Reply from JSON File:", sal_reply_body) + + + try: + # Parse the JSON string to a Python object + nodes_data = json.loads(sal_body) + total_nodes = len(nodes_data) # Get the total number of nodes + + # Check if more than 58 nodes exist + if total_nodes > 58: + print("More than 58 nodes exist. Only the first 51 nodes will be processed.") + # Filter to only include the first 51 nodes and convert back to JSON string + sal_reply_body = json.dumps(nodes_data[:15]) + else: + print(f"Total {total_nodes} nodes found. Processing all nodes.") + # Keep sal_reply_body as is since it's already a JSON string + sal_reply_body = sal_body + + except json.JSONDecodeError as e: + print(f"Error parsing JSON: {e}") + sal_reply_body = "[]" # Default to an empty JSON array as a string in case of error + + if sal_reply_body: # Check whether SAL's reply body is empty + # logging.info(f"Whole reply Received from SAL: {sal_reply}") + # print("SAL reply Body:", sal_reply_body) + + # Search for application_id, Read JSON and create data to pass to Evaluation + if check_json_file_exists(application_id_optimizer): # Application JSON exist in DB + print(f"JSON file for application ID {application_id_optimizer} exists.") + node_ids = extract_SAL_node_candidate_data(sal_reply)[2] # 0,1,2nd Position returns the function + # node_ids = ['8a7482868df473cc018df47d8ea60003', '8a7482868df473cc018df47d8fc70005', '8a7482868df473cc018df47d90e70007', '8a7482868df473cc018df47d92090009', '8a7482868df473cc018df47d9326000b', '8a7482868df473cc018df47d9445000d', '8a7482868df473cc018df47d957f000f', '8a7482868df473cc018df47d96a50011', '8a7482868df473cc018df47d97c70013', '8a7482868df473cc018df47d98e30015'] + # print("node_ids_SAL:", node_ids_SAL) + + # Check if there is any difference in available nodes between saved data in DB and SAL's reply + data_table, relative_wr_data, immediate_wr_data, node_names = read_application_data(application_id_optimizer, node_ids) + if not node_names: + node_names = node_ids + print("data_table filtered from DB:", data_table) + print("node_ids filtered from DB:", node_ids) + print("node_names filtered from DB:", node_names) + + # I need to use the most updated data for nodes sent from SAL, + # I can modify the function to retrieve only WR info but there is a problem if other criteria are used + # Maybe I have to use the new data only for the criteria with data coming from SAL and the saved ones for the + # rest criteria + # In case a new node sent from SAL which I have not data saved, then do not consider it if also other crieria + # exist rather than the ones + + else: # Application JSON does not exist in DB + print(f"JSON file for application ID {application_id_optimizer} does not exist.") + # Read data from SAL's response by calling the function extract_node_candidate_data() + # extracted_data, number_of_nodes, node_ids, node_names = extract_node_candidate_data('SAL_Response_11EdgeDevs.json') + extracted_data, number_of_nodes, node_ids, node_names = extract_SAL_node_candidate_data(sal_reply_body) + # print("extracted_data:", extracted_data) + print("node_ids:", node_ids) + + # Use the create_criteria_mapping() to get the criteria mappings + # selected_criteria = ["Operating cost", "Memory Price", "Number of CPU Cores", "Memory Size", "Storage Capacity"] + selected_criteria = ["Number of CPU Cores", "Memory Size"] + field_mapping = create_criteria_mapping(selected_criteria, extracted_data) + # Create data_table: + data_table = create_data_table(selected_criteria, extracted_data, field_mapping) + relative_wr_data = [] + immediate_wr_data = [] + print("created_data_table:", data_table) + + # Check the number of nodes before Evaluation + print("There are " + str(len(node_ids)) + " elements in node_ids") + + ## Run evaluation + evaluation_results = perform_evaluation(data_table, relative_wr_data, immediate_wr_data, node_names, node_ids) + # print("Evaluation Results:", evaluation_results) + + ## Extract and save the results + # ScoresAndRanks = evaluation_results['results'] + ScoresAndRanks = evaluation_results.get('results', []) + print("Scores and Ranks:", ScoresAndRanks) + + # Append the Score and Rank of each node to SAL's Response + SAL_and_Scores_Body = append_evaluation_results(sal_reply_body, ScoresAndRanks) + # SAL_and_Scores_Body = append_evaluation_results('SAL_Response_11EdgeDevs.json', ScoresAndRanks) + # print("SAL_and_Scores_Body:", SAL_and_Scores_Body) + + ## Prepare message to be sent to OPTIMIZER + # CFSBResponse = read_dummy_response_data_toOpt('CFSB_Body_Response.json') # Data and Scores for 5 Nodes + + CFSBResponse = { + "metaData": {"user": "admin"}, + "body": SAL_and_Scores_Body + } + print("CFSBResponse:", CFSBResponse) + + formatted_json = json.dumps(CFSBResponse, indent=4) + # Writing the formatted JSON to a file named test.json + with open('CFSBResponse.json', 'w') as file: + file.write(formatted_json) + print("Formatted JSON has been saved to CFSBResponse.json") + + else: # Then SAL's reply body is empty send an empty body to Optimizer + print("No Body in reply from SAL!") + # Send [] to Optimizer + CFSBResponse = { + "metaData": {"user": "admin"}, + "body": {} + } + + ## Send message to OPTIMIZER + context.get_publisher('SendToOPT').send(CFSBResponse, application_id_optimizer, properties={'correlation_id': correlation_id_optimizer}, raw=True) + + except json.JSONDecodeError as e: + logging.error(f"Failed to parse message body from Optimizer as JSON: {e}") + + +class Bootstrap(ConnectorHandler): + context = None + def ready(self, context: Context): + self.context = context + +def start_exn_connector_in_background(): + def run_connector(): + # connector_handler = Bootstrap() # Initialize the connector handler + # eu.nebulouscloud.exn.sal.nodecandidate.* + addressSAL_GET = 'eu.nebulouscloud.exn.sal.nodecandidate.get' + #addressSAL_GET_REPLY = 'eu.nebulouscloud.exn.sal.nodecandidate.get.reply' + addressOPTtriggering = 'eu.nebulouscloud.cfsb.get_node_candidates' + addressSendToOPT = 'eu.nebulouscloud.cfsb.get_node_candidates.reply' + + connector = EXN('ui', url="localhost", port=5672, username="admin", password="admin", + handler=Bootstrap(), + publishers=[ + SyncedPublisher('SAL-GET', addressSAL_GET, True, True), + core.publisher.Publisher('SendToOPT', addressSendToOPT, True, True) + ], + consumers=[ + # Consumer('SAL-GET-REPLY', addressSAL_GET, handler=SyncedHandler(), topic=True, fqdn=True), + Consumer('OPT-triggering', addressOPTtriggering, handler=SyncedHandler(), topic=True, fqdn=True) + ]) + connector.start() + + # # Start the EXN connector in a separate thread + thread = threading.Thread(target=run_connector) + thread.daemon = True # Daemon threads will shut down immediately when the program exits + thread.start() + +# Used to read dummy response and send to Optimizer using JSON +# I have already sent to Optimizer using this function +def read_dummy_response_data_toOpt(file_path): + with open(file_path, 'r') as file: + data = json.load(file) + # Encapsulating the data within the "body" structure + encapsulated_data = { + "metaData": {"user": "admin"}, + "body": data + } + return encapsulated_data + +def is_json(myjson): + try: + json_object = json.loads(myjson) + except ValueError as e: + return False + except TypeError as e: # includes simplejson.decoder.JSONDecodeError + return False + return True + diff --git a/cfsb-backend/app.py b/cfsb-backend/app.py index b06fc96..c73a863 100644 --- a/cfsb-backend/app.py +++ b/cfsb-backend/app.py @@ -1,183 +1,11 @@ -from flask import Flask, request, jsonify, render_template -from flask_cors import CORS, cross_origin -# import read_file -import get_data as file -import random -import json -import data_types as attr_data_types -from DEA import perform_evaluation -from data_types import get_attr_data_type +from app_factory import create_app +from activemq import start_exn_connector_in_background +from activemqOLD import start_exn_connector_in_background1 +from app_factory import create_app # Import your Flask app factory -app = Flask(__name__) -CORS(app) # This enables CORS for all routes -# CORS(app, resources={r"/api/*": {"origins": "http://localhost:8080"}}) - -# Store evaluation results globally -evaluation_results_global = {} -criteria_titles = [] - -# Global variable for the number of rows -NUMBER_OF_FOG_NODES = 7 -def create_fog_node_titles(NUMBER_OF_FOG_NODES): - return [f"Fog Node {i+1}" for i in range(NUMBER_OF_FOG_NODES)] - -FOG_NODES_TITLES = create_fog_node_titles(NUMBER_OF_FOG_NODES) - - -# List of items with Ordinal Data -Ordinal_Variables = ['attr-reputation', 'attr-assurance'] -NoData_Variables = ['attr-security', 'attr-performance-capacity', 'attr-performance-suitability'] -Cont_Variables = ['attr-performance', 'attr-financial', 'attr-performance-capacity-memory', - 'attr-performance-capacity-memory-speed'] - -# TODO boolean vars random choice generate -#Bool_Variables = [] - -@app.route('/get_hierarchical_category_list') -def get_hierarchical_category_list(): - data = file.get_level_1_items() - # TODO order by something - return jsonify(data) - - -# Receives the Selected Criteria and Generates data -@app.route('/process_selected_items', methods=['POST']) -def process_selected_items(): - try: - data = request.json - selected_items = data.get('selectedItems', []) - global criteria_titles - criteria_titles = [file.get_subject_data(file.SMI_prefix + item)["title"] for item in selected_items] - - # Generate random values for each selected item - grid_data = {} - - for item in selected_items: - item_data = {} - item_data["data_type"] = get_attr_data_type(item) - if item in Ordinal_Variables: - # grid_data[item] = [random.choice(["High", "Medium", "Low"]) for _ in range(NUMBER_OF_FOG_NODES)] - item_data["data_values"] = [random.choice(["High", "Medium", "Low"]) for _ in - range(NUMBER_OF_FOG_NODES)] - item_data_dict = file.get_subject_data(file.SMI_prefix + item) - item_data["title"] = item_data_dict["title"] - elif item in NoData_Variables: - # Leave blank for this items - item_data["data_values"] = ['' for _ in range(NUMBER_OF_FOG_NODES)] - item_data_dict = file.get_subject_data(file.SMI_prefix + item) - item_data["title"] = item_data_dict["title"] - elif item in Cont_Variables: - # grid_data[item] = [round(random.uniform(50.5, 312.3), 2) for _ in range(NUMBER_OF_FOG_NODES)] - item_data["data_values"] = [round(random.uniform(50.5, 312.3), 2) for _ in range(NUMBER_OF_FOG_NODES)] - item_data_dict = file.get_subject_data(file.SMI_prefix + item) - item_data["title"] = item_data_dict["title"] - else: - # Default data generation for other items - # grid_data[item] = [round(random.uniform(1, 100), 2) for _ in range(NUMBER_OF_FOG_NODES)] - item_data["data_values"] = [round(random.uniform(1, 100), 2) for _ in range(NUMBER_OF_FOG_NODES)] - item_data_dict = file.get_subject_data(file.SMI_prefix + item) - item_data["title"] = item_data_dict["title"] - grid_data[item] = item_data - - return jsonify({'success': True, 'gridData': grid_data}) - except Exception as e: - return jsonify({'success': False, 'error': str(e)}), 500 - - -@app.route('/show_selected_items/') -@cross_origin() -def show_selected_items(items): - return render_template('selected_items.html', items=items.split(',')) - - -@app.route('/get-criteria-titles', methods=['GET']) -def get_criteria_titles(): - return jsonify(criteria_titles) - - -@app.route('/get-fog-nodes-titles', methods=['GET']) -def get_fog_nodes_titles(): - return jsonify(FOG_NODES_TITLES) - - -# # Process the Grid Data and the WR Data -# @app.route('/process-evaluation-data', methods=['POST']) -# def process_evaluation_data(): -# global evaluation_results_global -# try: -# data = request.get_json() -# data_table, wr_data = transform_grid_data_to_table(data) -# print(data_table) -# print(wr_data) -# evaluation_results_global = perform_evaluation(data_table, wr_data,FOG_NODES_TITLES) -# return jsonify({'status': 'success', 'message': 'Evaluation completed successfully'}) -# except Exception as e: -# app.logger.error(f"Error processing evaluation data: {str(e)}") -# return jsonify({'status': 'error', 'message': str(e)}), 500 - -@app.route('/process-evaluation-data', methods=['POST']) -def process_evaluation_data(): - global evaluation_results_global - try: - # Log the incoming request data - request_data = request.get_data(as_text=True) - app.logger.info(f"Received data: {request_data}") - - data = request.get_json() - if data is None: - raise ValueError("Received data is not in JSON format or 'Content-Type' header is not set to 'application/json'") - - app.logger.info(f"Parsed JSON data: {data}") - - data_table, wr_data = transform_grid_data_to_table(data) - app.logger.info(f"Data table: {data_table}, WR data: {wr_data}") - - evaluation_results_global = perform_evaluation(data_table, wr_data, FOG_NODES_TITLES) - return jsonify({'status': 'success', 'message': 'Evaluation completed successfully'}) - except Exception as e: - error_message = str(e) - app.logger.error(f"Error processing evaluation data: {error_message}") - return jsonify({'status': 'error', 'message': error_message}), 500 - - -def transform_grid_data_to_table(json_data): - grid_data = json_data.get('gridData', {}).get('gridData', {}) - wr_data = json_data.get('wrData', []) - - # if not wr_data: - # # return a default value - # wr_data = default_wr_data() - - data_table = {} - row_count = None - - # Mapping for ordinal values - ordinal_value_mapping = {"High": 3, "Medium": 2, "Low": 1} - boolean_value_mapping = {"True": 2, "False": 1} - - for key, value in grid_data.items(): - title = value.get('title') - data_values = value.get('data_values', []) - - # Replace ordinal values with their numeric counterparts - numeric_data_values = [ordinal_value_mapping.get(val, val) for val in data_values] - - # Initialize row_count if not set - if row_count is None: - row_count = len(numeric_data_values) - - if len(numeric_data_values) != row_count: - raise ValueError(f"Inconsistent row count for {title}") - - data_table[title] = numeric_data_values - - return data_table, wr_data - - -# Endpoint to transfer the results to Results.vue -@app.route('/get-evaluation-results', methods=['GET']) -def get_evaluation_results(): - return jsonify(evaluation_results_global) +app = create_app() +# Start the EXN connector in the background +start_exn_connector_in_background() if __name__ == '__main__': - app.run(debug=True) + app.run(debug=True) \ No newline at end of file diff --git a/cfsb-backend/app_dirs/d535cf554ea66fbebfc415ac837a5828/data.json b/cfsb-backend/app_dirs/d535cf554ea66fbebfc415ac837a5828/data.json new file mode 100644 index 0000000..bb97f6b --- /dev/null +++ b/cfsb-backend/app_dirs/d535cf554ea66fbebfc415ac837a5828/data.json @@ -0,0 +1,336 @@ +{ + "app_id": "d535cf554ea66fbebfc415ac837a5828", + "nodeNames": [ + "test0", + "AWS-Raspberry-Madrid", + "test2", + "test3", + "test4", + "test5", + "test6", + "test7", + "test8", + "test9", + "test10" + ], + "selectedCriteria": [ + { + "name": "attr-accountability", + "type": 1, + "title": "Accountability" + }, + { + "name": "attr-agility", + "type": 1, + "title": "Agility" + }, + { + "name": "attr-assurance", + "type": 1, + "title": "Assurance" + } + ], + "gridData": [ + { + "name": "test0", + "id": "8a7482868df473cc018df47d8d7d0001", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "AWS-Raspberry-Madrid", + "id": "8a7482868df473cc018df47d8ea60003", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "test2", + "id": "8a7482868df473cc018df47d8fc70005", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + }, + { + "name": "test3", + "id": "8a7482868df473cc018df47d90e70007", + "criteria": [ + { + "title": "Accountability", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "test4", + "id": "8a7482868df473cc018df47d92090009", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test5", + "id": "8a7482868df473cc018df47d9326000b", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "test6", + "id": "8a7482868df473cc018df47d9445000d", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test7", + "id": "8a7482868df473cc018df47d957f000f", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + }, + { + "name": "test8", + "id": "8a7482868df473cc018df47d96a50011", + "criteria": [ + { + "title": "Accountability", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "test9", + "id": "8a7482868df473cc018df47d97c70013", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test10", + "id": "8a7482868df473cc018df47d98e30015", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + } + ], + "relativeWRData": [], + "immediateWRData": [], + "results": [ + { + "DEA Score": 0.9999699999999998, + "Id": "8a7482868df473cc018df47d8d7d0001", + "Rank": 1, + "Title": "test0" + }, + { + "DEA Score": 0.9999699999999998, + "Id": "8a7482868df473cc018df47d8ea60003", + "Rank": 1, + "Title": "AWS-Raspberry-Madrid" + }, + { + "DEA Score": 1, + "Id": "8a7482868df473cc018df47d8fc70005", + "Rank": 1, + "Title": "test2" + }, + { + "DEA Score": 0.99997, + "Id": "8a7482868df473cc018df47d90e70007", + "Rank": 1, + "Title": "test3" + }, + { + "DEA Score": 0.99999, + "Id": "8a7482868df473cc018df47d92090009", + "Rank": 1, + "Title": "test4" + }, + { + "DEA Score": 0.49999000000000005, + "Id": "8a7482868df473cc018df47d9326000b", + "Rank": 11, + "Title": "test5" + }, + { + "DEA Score": 0.6666533333333332, + "Id": "8a7482868df473cc018df47d9445000d", + "Rank": 9, + "Title": "test6" + }, + { + "DEA Score": 1, + "Id": "8a7482868df473cc018df47d957f000f", + "Rank": 1, + "Title": "test7" + }, + { + "DEA Score": 0.6666533333333332, + "Id": "8a7482868df473cc018df47d96a50011", + "Rank": 9, + "Title": "test8" + }, + { + "DEA Score": 0.99997, + "Id": "8a7482868df473cc018df47d97c70013", + "Rank": 1, + "Title": "test9" + }, + { + "DEA Score": 0.9999899999999998, + "Id": "8a7482868df473cc018df47d98e30015", + "Rank": 1, + "Title": "test10" + } + ] +} \ No newline at end of file diff --git a/cfsb-backend/app_dirs/example_data.json b/cfsb-backend/app_dirs/example_data.json new file mode 100644 index 0000000..cfb423e --- /dev/null +++ b/cfsb-backend/app_dirs/example_data.json @@ -0,0 +1,349 @@ +{ + "app_id": "d535cf554ea66fbebfc415ac837a5828", + "nodeNames": [ + "test0", + "AWS-Raspberry-Madrid", + "test2", + "test3", + "test4", + "test5", + "test6", + "test7", + "test8", + "test9", + "test10" + ], + "selectedCriteria": [ + { + "name": "attr-accountability", + "type": 1, + "title": "Accountability" + }, + { + "name": "attr-agility", + "type": 1, + "title": "Agility" + }, + { + "name": "attr-assurance", + "type": 1, + "title": "Assurance" + } + ], + "gridData": [ + { + "name": "test0", + "id": "8a7482868df473cc018df47d8d7d0001", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "High", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "AWS-Raspberry-Madrid", + "id": "8a7482868df473cc018df47d8ea60003", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "High", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Low", + "data_type": 1 + } + ] + }, + { + "name": "test2", + "id": "8a7482868df473cc018df47d8fc70005", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test3", + "id": "8a7482868df473cc018df47d90e70007", + "criteria": [ + { + "title": "Accountability", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + }, + { + "name": "test4", + "id": "8a7482868df473cc018df47d92090009", + "criteria": [ + { + "title": "Accountability", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test5", + "id": "8a7482868df473cc018df47d9326000b", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + }, + { + "name": "test6", + "id": "8a7482868df473cc018df47d9445000d", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test7", + "id": "8a7482868df473cc018df47d957f000f", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "High", + "data_type": 1 + } + ] + }, + { + "name": "test8", + "id": "8a7482868df473cc018df47d96a50011", + "criteria": [ + { + "title": "Accountability", + "value": "Low", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Low", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test9", + "id": "8a7482868df473cc018df47d97c70013", + "criteria": [ + { + "title": "Accountability", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + }, + { + "name": "test10", + "id": "8a7482868df473cc018df47d98e30015", + "criteria": [ + { + "title": "Accountability", + "value": "High", + "data_type": 1 + }, + { + "title": "Agility", + "value": "Medium", + "data_type": 1 + }, + { + "title": "Assurance", + "value": "Medium", + "data_type": 1 + } + ] + } + ], + "relativeWRData": [ + { + "LHSCriterion": "Accountability", + "Operator": 1, + "Intense": 0.5, + "RHSCriterion": "Agility" + } + ], + "immediateWRData": [ + { + "Criterion": "Accountability", + "Operator": 1, + "Value": 0.1 + } + ], + "results": [ + { + "DEA Score": 1, + "Id": "8a7482868df473cc018df47d8d7d0001", + "Rank": 1, + "Title": "test0" + }, + { + "DEA Score": 0.7777722222222222, + "Id": "8a7482868df473cc018df47d8ea60003", + "Rank": 10, + "Title": "AWS-Raspberry-Madrid" + }, + { + "DEA Score": 0.99999, + "Id": "8a7482868df473cc018df47d8fc70005", + "Rank": 1, + "Title": "test2" + }, + { + "DEA Score": 1, + "Id": "8a7482868df473cc018df47d90e70007", + "Rank": 1, + "Title": "test3" + }, + { + "DEA Score": 0.8, + "Id": "8a7482868df473cc018df47d92090009", + "Rank": 7, + "Title": "test4" + }, + { + "DEA Score": 1, + "Id": "8a7482868df473cc018df47d9326000b", + "Rank": 1, + "Title": "test5" + }, + { + "DEA Score": 0.99999, + "Id": "8a7482868df473cc018df47d9445000d", + "Rank": 1, + "Title": "test6" + }, + { + "DEA Score": 0.7999999999999999, + "Id": "8a7482868df473cc018df47d957f000f", + "Rank": 7, + "Title": "test7" + }, + { + "DEA Score": 0.6, + "Id": "8a7482868df473cc018df47d96a50011", + "Rank": 11, + "Title": "test8" + }, + { + "DEA Score": 0.8, + "Id": "8a7482868df473cc018df47d97c70013", + "Rank": 7, + "Title": "test9" + }, + { + "DEA Score": 0.99999, + "Id": "8a7482868df473cc018df47d98e30015", + "Rank": 1, + "Title": "test10" + } + ] +} \ No newline at end of file diff --git a/cfsb-backend/app_factory.py b/cfsb-backend/app_factory.py new file mode 100644 index 0000000..6a9514f --- /dev/null +++ b/cfsb-backend/app_factory.py @@ -0,0 +1,11 @@ +# Created for application setup +from flask import Flask, request, jsonify, render_template +from flask_cors import CORS, cross_origin +from routes import main_routes # Adjusted to absolute import + +def create_app(): + app = Flask(__name__) + # CORS(app) + CORS(app, supports_credentials=True) # Enable CORS and allow credentials + app.register_blueprint(main_routes) + return app diff --git a/cfsb-backend/assets/Preferences_Model.ttl b/cfsb-backend/assets/Preferences_Model.ttl index ce72ef5..8a889ae 100644 --- a/cfsb-backend/assets/Preferences_Model.ttl +++ b/cfsb-backend/assets/Preferences_Model.ttl @@ -1151,7 +1151,7 @@ attr:c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef dcterms:created "2023-11-23T14:10:20.077Z"^^xsd:dateTime ; dcterms:identifier "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef" ; dcterms:modified "2023-11-23T14:10:20.077Z"^^xsd:dateTime ; - dcterms:title "Solid State Drive " ; + dcterms:title "Solid State Drive" ; skos:broader attr:attr-performance-capacity . attr:ffebba96-d53d-44c9-be75-3258de80ed70 diff --git a/cfsb-backend/config.py b/cfsb-backend/config.py new file mode 100644 index 0000000..53902f7 --- /dev/null +++ b/cfsb-backend/config.py @@ -0,0 +1,20 @@ +class Config: + """Base configuration.""" + # General config + SECRET_KEY = '12345' + # Other configurations + +class DevelopmentConfig(Config): + """Development configuration.""" + DEBUG = True + # Development-specific configurations + +class TestingConfig(Config): + """Testing configuration.""" + TESTING = True + # Testing-specific configurations + +class ProductionConfig(Config): + """Production configuration.""" + DEBUG = False + # Production-specific configurations diff --git a/cfsb-backend/data_types.py b/cfsb-backend/data_types.py index 3a07bca..f73441c 100644 --- a/cfsb-backend/data_types.py +++ b/cfsb-backend/data_types.py @@ -9,7 +9,7 @@ Linguistic_bad = 7 # 1 for LOW, 2 for MEDIUM, etc. linguistic_low_choices = ["Low", "Medium", "High"] linguistic_very_low_choices = ["Very low", "LOW", "MEDIUM", "HIGH", "VERY HIGH", "PERFECT"] -linguistic_bad_choices = ["BAD", "OK", "GOOD"] +linguistic_bad_choices = ["Bad", "OK", "Good"] boolean_choices = ["True", "False"] linguistic_low_attributes = [ @@ -28,6 +28,7 @@ linguistic_low_attributes = [ "attr-usability-understandability", "attr-usability-reusability", "d503cabe-17d7-4b9b-9231-a8b211f3ce11", + 'attr-reputation', "attr-reputation-contracting-experience", "attr-reputation-ease-of-doing-business", "attr-reputation-provider-ethicality", @@ -46,42 +47,73 @@ linguistic_bad_attributes = [ ] boolean_attributes = [ - "fd871ec6-d953-430d-a354-f13c66fa8bc9", - "dcedb196-2c60-4c29-a66d-0e768cfd698a", - "0cf00a53-fd33-4887-bb38-e0bbb04e3f3e", - "d95c1dae-1e22-4fb4-9cdc-743e96d0dddc", - "8cd09fe9-c119-4ccd-b651-0f18334dbbe4", - "7147995c-8e68-4106-ab24-f0a7673eb5f5", - "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef" + "fd871ec6-d953-430d-a354-f13c66fa8bc9", "dcedb196-2c60-4c29-a66d-0e768cfd698a", + "0cf00a53-fd33-4887-bb38-e0bbb04e3f3e", "d95c1dae-1e22-4fb4-9cdc-743e96d0dddc", "8cd09fe9-c119-4ccd-b651-0f18334dbbe4", + "7147995c-8e68-4106-ab24-f0a7673eb5f5", "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef", + "16030149-6fd5-4066-ac80-8da605dc964f", # Desired Move Support + "attr-assurance-serviceability-free-support", # Free Support + "c1c5b3c9-6178-4d67-a7e3-0285c2bf98ef", # Solid State Drive + "attr-security-access-control-privilege-management-rbac", + "bced9c2a-7234-44f8-9f51-ccd9da39f15e", # Attribute based Access Control supported(ABAC) + "attr-security-data-privacy-loss-audit-trailing", "attr-security-proactive-threat-vulnerability-management-firewall-utm", + "attr-security-management-encrypted-storage", "attr-security-management-transport-security-guarantees", + "5759cddd-ec82-4273-88c4-5f55981469d0" # Process Transparency ] time_in_seconds_attributes = [ "attr-assurance-reliability", ] -percentage_attributes = [ - "attr-assurance-availability", - "attr-reputation-provider-business-stability", - "55a60ec3-55f7-48db-83bc-be2875c5210c" -] +# Resources stability +percentage_attributes = ["55a60ec3-55f7-48db-83bc-be2875c5210c", + "attr-assurance-availability", "attr-reputation-provider-business-stability"] +# 11+3 (Secs) = 14. Uptime, CPU MFLOPs, GPU MFLOPS, Bandwidth, Upload Speed, Download Speed, +# Proximity to Data Source, Proximity to POI +float_attributes = ["49c8d03f-5ceb-4994-8257-cd319190a62a", "3b414a80-83b4-472c-8166-715d4c9d7508", + "b945c916-2873-4528-bc4a-e3b0c9d603d9", "876397bf-599f-40a7-91ec-93cca7c392b4", + "ea2e12db-b52a-42f4-86cb-f654cfe09a92", "e8180e25-d58c-49d3-862e-cbb18dd1820e", + "9f5706e3-08bd-412d-8d59-04f464e867a8", "b9f4f982-3809-4eac-831c-37288c046133", + "attr-reputation-sustainability-energy-consumption", "attr-reputation-sustainability-carbon-footprint", + "attr-assurance-recoverability-recovery-time", "attr-financial-cost-operation-cost", + "attr-performance-capacity-clock-speed"] + +# Geographic Coverage, Total number of available Fog resources, Total number of available Edge devices, +# Number of GPU Cores, Storage, Network Throughput +integer_attributes = ["8968013b-e2af-487b-9140-25e6f857204c", "2da82ab2-8ae9-4aa2-a842-0d3f846c4b47", + "203ecada-25fd-469c-92f6-dd84f2c7cba6", "7a77f809-8aba-4550-9f0c-8b619183b1cd", + "47a2c5e9-f74d-4ff3-98fe-4c66b98eaaef", "6e648d7b-c09b-4c69-8c70-5030b2d21eed", + "attr-financial-cost-data-inbound", "attr-security-management-encryption-type", + "attr-financial-cost-data-outbound", "attr-performance-capacity-num-of-cores", + "attr-performance-capacity-memory-speed", "attr-performance-capacity-memory", + "attr-performance-capacity-storage-capacity", "attr-performance-capacity-storage-throughput", + "attr-agility-elasticity-time"] + +# Features +unordered_set_attributes = ["7104ee2b-52ba-4655-991f-845a1397d850", "attr-assurance-serviceability-type-of-support", + "attr-security-access-control-privilege-management-authentication-schemes"] def get_attr_data_type(attribute): data = {} - print("get type for " + attribute) + # print("get type for " + attribute) if attribute in linguistic_low_attributes: data["type"] = 1 data["values"] = linguistic_low_choices elif attribute in linguistic_very_low_attributes: data["type"] = 1 data["values"] = linguistic_low_choices + elif attribute in boolean_attributes: + data["type"] = 5 + data["values"] = boolean_choices elif attribute in linguistic_bad_attributes: - data["type"] = 7 + data["type"] = 1 # Instead of 7 data["values"] = linguistic_low_choices - # elif attribute in boolean_attributes: - # data["type"] = 5 - # data["values"] = boolean_choices - else: - data["type"] = 0 # all other cases - print(data) + elif attribute in float_attributes or attribute in percentage_attributes or attribute in integer_attributes: + data["type"] = 2 # float, seconds or percentage or Integer + # elif attribute in integer_attributes: + # data["type"] = 6 # Integer + else: # all other cases Ordinal + data["type"] = 1 + data["values"] = linguistic_low_choices + #print(data) return data diff --git a/cfsb-backend/db/db_functions.py b/cfsb-backend/db/db_functions.py new file mode 100644 index 0000000..0c1d6f5 --- /dev/null +++ b/cfsb-backend/db/db_functions.py @@ -0,0 +1,82 @@ +import psycopg2 + + +def db_open(): + # Connect to the database + conn = psycopg2.connect(database="fog_broker", user="dbuser", password="pass123", host="localhost", port="5432") + # create a cursor + cur = conn.cursor() + return conn, cur + + +def db_close(conn, cur): + cur.close() + conn.close() + + +def insert_user(data): + username = data['username'] + password = data['password'] + uuid = data['uuid'] + + query = "INSERT INTO users (username, password, uuid) VALUES (%s, %s, %s)" + + conn, cur = db_open() + result = cur.execute(query, (username, password, uuid)) + conn.commit() + db_close(conn, cur) + + return result + + +def get_user(data): + username = data['username'] + password = data['password'] + + query = "SELECT * FROM users WHERE username = %s and password = %s" + + conn, cur = db_open() + cur.execute(query, (username, password)) + # Fetch the data + result = cur.fetchall() + db_close(conn, cur) + + return result + + +def get_user_apps(data): + uuid = data['uuid'] + query = "SELECT * FROM apps WHERE user_uuid = '"+uuid+"'" + conn, cur = db_open() + cur.execute(query) + # Fetch the data + result = cur.fetchall() + db_close(conn, cur) + return result + + +def insert_app(data): + title = data['title'] + description = data['description'] + uuid = data['uuid'] + app_id = data['app_id'] + + query = "INSERT INTO apps (title, description, user_uuid, app_id) VALUES (%s, %s, %s, %s)" + + conn, cur = db_open() + result = cur.execute(query, (title, description, uuid, app_id)) + conn.commit() + db_close(conn, cur) + + return result + + +def get_app(data): + app_id = data['app_id'] + query = "SELECT * FROM apps WHERE app_id = '" + app_id + "'" + conn, cur = db_open() + cur.execute(query) + # Fetch the data + result = cur.fetchall() + db_close(conn, cur) + return result diff --git a/cfsb-backend/db/db_script.sql b/cfsb-backend/db/db_script.sql new file mode 100755 index 0000000..4a82cbb --- /dev/null +++ b/cfsb-backend/db/db_script.sql @@ -0,0 +1,17 @@ +CREATE TABLE IF NOT EXISTS users ( + id SERIAL PRIMARY KEY, + uuid VARCHAR(255) NOT NULL, + username VARCHAR(255) NOT NULL, + password VARCHAR(255) NOT NULL +); + +CREATE TABLE IF NOT EXISTS apps ( + id SERIAL PRIMARY KEY, + user_uuid VARCHAR(255) NOT NULL, + title VARCHAR(255) NOT NULL, + description TEXT, + app_id VARCHAR(255) NOT NULL +); + +INSERT INTO users (username, password, uuid) VALUES ('greg', '12345', 'e3ff4006-be5f-4e00-bbe1-e49a88b2541a'); +INSERT INTO apps (user_uuid, title, description, app_id) VALUES ('e3ff4006-be5f-4e00-bbe1-e49a88b2541a', 'Demo App', 'Demo App description', '2f7cc63df4b1da7532756f44345758da'); diff --git a/cfsb-backend/docker-compose.yml b/cfsb-backend/docker-compose.yml new file mode 100644 index 0000000..9e93cc5 --- /dev/null +++ b/cfsb-backend/docker-compose.yml @@ -0,0 +1,24 @@ +version: '3.0' +services: + web: + build: + context: . + dockerfile: Dockerfile + ports: + - "8001:8001" + depends_on: + - db + db: + image: postgres:16 + ports: + - "5432:5432" + environment: + - POSTGRES_USER=dbuser + - POSTGRES_PASSWORD=pass123 + - POSTGRES_DB=fog_broker + volumes: + - postgres_data:/var/lib/postgresql/data/ + - ./db/db_script.sql:/docker-entrypoint-initdb.d/db_script.sql + +volumes: + postgres_data: diff --git a/cfsb-backend/dummy_data_node_candidates.json b/cfsb-backend/dummy_data_node_candidates.json new file mode 100644 index 0000000..903d136 --- /dev/null +++ b/cfsb-backend/dummy_data_node_candidates.json @@ -0,0 +1,396 @@ +{ + "nodes":[ + { + "id": "2ad4bd97-d932-42a5-860e-e607a50f161d", + "nodeCandidateType": "EDGE", + "jobIdForByon": null, + "jobIdForEdge": null, + "price": 0.0702, + "cloud": { + "id": "nebulous-aws-sal-1", + "endpoint": null, + "cloudType": "PUBLIC", + "api": { + "providerName": "aws-ec2" + }, + "credential": null, + "cloudConfiguration": { + "nodeGroup": "", + "properties": {} + }, + "owner": null, + "state": null, + "diagnostic": null + }, + "location": { + 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"name": "eu-west-3", + "providerId": "eu-west-3", + "locationScope": "REGION", + "isAssignable": true, + "geoLocation": { + "city": "Paris", + "country": "Paris", + "latitude": 48.8607, + "longitude": 2.3281 + }, + "parent": null, + "state": null, + "owner": null + }, + "state": null, + "owner": null + }, + "hardware": { + "id": "nebulous-aws-sal-1/eu-west-2/t3.medium", + "name": "t3.medium", + "providerId": "t3.medium", + "cores": 2, + "ram": 4096, + "disk": 32.0, + "fpga": 0, + "location": { + "id": "nebulous-aws-sal-1/eu-west-3", + "name": "eu-west-3", + "providerId": "eu-west-3", + "locationScope": "REGION", + "isAssignable": true, + "geoLocation": { + "city": "Paris", + "country": "Paris", + "latitude": 48.8607, + "longitude": 2.3281 + }, + "parent": null, + "state": null, + "owner": null + }, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": "2c9280838d55ecbc018d55ef4ade0015", + "environment": null + } + ] +} \ No newline at end of file diff --git a/cfsb-backend/edge_data_ipat.json b/cfsb-backend/edge_data_ipat.json new file mode 100644 index 0000000..d2feae8 --- /dev/null +++ b/cfsb-backend/edge_data_ipat.json @@ -0,0 +1,80 @@ +{ + "_id": "b4ce322c-698a-43b9-a889-bf0da2a4dcb9", + "os": "LINUX", + "name": "Test VM #0001", + "owner": "admin", + "ipAddress": "10.10.0.6", + "location": { + "name": "laptop", + "latitude": 12.345, + "longitude": 56.789 + }, + "username": "ubuntu", + "password": [ + "u", + "b", + "u", + "n", + "t", + "u" + ], + "publicKey": [], + "deviceInfo": { + "CPU_SOCKETS": "1", + "CPU_CORES": "10", + "CPU_PROCESSORS": "20", + "RAM_TOTAL_KB": "16218480", + "RAM_AVAILABLE_KB": "13366788", + "RAM_FREE_KB": "10943372", + "RAM_USED_KB": "5275108", + "RAM_UTILIZATION": "32.5253", + "DISK_TOTAL_KB": "1055762868", + "DISK_FREE_KB": "976527612", + "DISK_USED_KB": "79235256", + "DISK_UTILIZATION": "7.50502", + "OS_ARCHITECTURE": "x86_64", + "OS_KERNEL": "Linux", + "OS_KERNEL_RELEASE": "5.15.133.1-microsoft-standard-WSL2" + }, + "requestId": "eb6441fc-613a-482e-ba94-b16db57ecd36", + "creationDate": "2024-01-15T13:23:40.602Z", + "lastUpdateDate": "2024-01-15T14:32:43.485Z", + "status": "HEALTHY", + "nodeReference": "40ed1989-49ba-4496-a5c5-3d8ca1a18972", + "messages": [], + "statusUpdate": { + "ipAddress": "10.10.0.6", + "clientId": "VM-LINUX-TEST-VM-0001-Test VM #0001-DEFAULT-10.10.0.6-_", + "state": "REGISTERED", + "stateLastUpdate": "2024-01-15T13:23:47.463Z", + "reference": "40ed1989-49ba-4496-a5c5-3d8ca1a18972", + "errors": [] + }, + "metrics": { + "ipAddress": "10.10.0.6", + "clientId": "VM-LINUX-TEST-VM-0001-Test VM", + "timestamp": "2024-01-15T14:32:33.467Z", + "metrics": { + "count-total-events-failures": 0, + "count-total-events-text": 0, + "tx": 0, + "count-total-events-other": 0, + "count-event-forwards-success": 0, + "count-event-forwards-failure": 0, + "rx": 0, + "count-total-events": 0, + "cpu": 0.6, + "uptime": 10742, + "count-event-local-publish-failure": 0, + "count-total-events-object": 0, + "disk": 2.48262, + "count-event-local-publish-success": 0, + "updatetime": 1705318391, + "currdatetime": 1705329133, + "ram": 23.7719 + }, + "latestEvents": [] + }, + "retries": 0, + "_class": "eu.nebulous.resource.discovery.monitor.model.Device" +} diff --git a/cfsb-backend/exn/__init__.py b/cfsb-backend/exn/__init__.py new file mode 100644 index 0000000..0b73db1 --- /dev/null +++ b/cfsb-backend/exn/__init__.py @@ -0,0 +1,6 @@ + + +from . import core +from . import handler +from . import settings +from . import connector \ No newline at end of file diff --git a/cfsb-backend/exn/connector.py b/cfsb-backend/exn/connector.py new file mode 100644 index 0000000..d0193c2 --- /dev/null +++ b/cfsb-backend/exn/connector.py @@ -0,0 +1,84 @@ +import logging +import os + +from proton.reactor import Container + +from exn.core import state_publisher, schedule_publisher +from exn.core.context import Context +from .core.manager import Manager +from .settings import base +from .handler import connector_handler + +logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') +_logger = logging.getLogger(__name__) + + +class EXN: + + context = None + container = None + + def __init__(self, component=None, + handler:connector_handler.ConnectorHandler = None, + publishers=None, + consumers=None, + **kwargs): + + # Load .env file + # Validate and set connector + if not component: + _logger.error("Component cannot be empty or None") + raise ValueError("Component cannot be empty or None") + self.component = component + + self.url = kwargs.get('url',os.getenv('NEBULOUS_BROKER_URL')) + self.port = kwargs.get('port', os.getenv('NEBULOUS_BROKER_PORT')) + self.username = kwargs.get('username',os.getenv('NEBULOUS_BROKER_USERNAME')) + self.password = kwargs.get('password', os.getenv('NEBULOUS_BROKER_PASSWORD')) + self.handler = handler + + # Validate attributes + if not self.url: + _logger.error("URL cannot be empty or None") + raise ValueError("URL cannot be empty or None") + if not self.port: + _logger.error("PORT cannot be empty or None") + raise ValueError("PORT cannot be empty or None") + if not self.username: + _logger.error("USERNAME cannot be empty or None") + raise ValueError("USERNAME cannot be empty or None") + if not self.password: + _logger.error("PASSWORD cannot be empty or None") + raise ValueError("PASSWORD cannot be empty or None") + + self.context = Context(base=f"{base.NEBULOUS_BASE_NAME}.{self.component}") + + if not publishers: + publishers = [] + + if not consumers: + consumers = [] + + compiled_publishers = publishers + if kwargs.get("enable_state",False): + compiled_publishers.append(state_publisher.Publisher()) + + if kwargs.get("enable_health",False): + compiled_publishers.append(schedule_publisher.Publisher( + base.NEBULOUS_DEFAULT_HEALTH_CHECK_TIMEOUT, + 'health', + 'health', + topic=True)) + + for c in consumers: + self.context.register_consumers(c) + + for p in compiled_publishers: + self.context.register_publisher(p) + + def start(self): + self.context.start(Manager(f"{self.url}:{self.port}"),self.handler) + + + def stop(self): + self.context.stop() diff --git a/cfsb-backend/exn/core/__init__.py b/cfsb-backend/exn/core/__init__.py new file mode 100644 index 0000000..1602e28 --- /dev/null +++ b/cfsb-backend/exn/core/__init__.py @@ -0,0 +1,10 @@ + + +from . import context +from . import handler +from . import publisher +from . import consumer +from . import state_publisher +from . import schedule_publisher +from . import synced_publisher + diff --git a/cfsb-backend/exn/core/consumer.py b/cfsb-backend/exn/core/consumer.py new file mode 100644 index 0000000..27c0b17 --- /dev/null +++ b/cfsb-backend/exn/core/consumer.py @@ -0,0 +1,49 @@ +import logging +import threading + +from proton import Event +from .handler import Handler + +from . import link + +from proton.handlers import MessagingHandler + +_logger = logging.getLogger(__name__) +_logger.setLevel(level=logging.DEBUG) + + +class Consumer(link.Link, MessagingHandler): + application = None + + def __init__(self, key, address, handler: Handler, application=None, topic=False, fqdn=False): + super(Consumer, self).__init__(key, address, topic, fqdn) + self.application = application + self.handler = handler + self.handler._consumer = self + + def should_handle(self, event: Event): + + should = event.link.name == self._link.name and \ + (self.application is None or event.message.subject == self.application) + + _logger.debug(f"[{self.key}] checking if link is the same {event.link.name}={self._link.name} " + f" and application {self.application}={event.message.subject} == {should} " + f" and correlation_id={event.message.correlation_id}") + + return should + + def on_start(self, event: Event) -> None: + _logger.debug(f"[{self.key}] on_start") + + def on_message(self, event): + _logger.debug(f"[{self.key}] handling event with address => {event.message.address}") + try: + if self.should_handle(event): + event.delivery.settle() + t = threading.Thread(target=self.handler.on_message, args=[self.key, event.message.address, event.message.body, event.message, self.context]) + t.start() + else: + event.delivery.abort() + + except Exception as e: + _logger.error(f"Received message: {e}") diff --git a/cfsb-backend/exn/core/context.py b/cfsb-backend/exn/core/context.py new file mode 100644 index 0000000..b499a5c --- /dev/null +++ b/cfsb-backend/exn/core/context.py @@ -0,0 +1,108 @@ +import logging + +from proton.reactor import Container + +from . import link +from .manager import Manager + + +_logger = logging.getLogger(__name__) +_logger.setLevel(logging.DEBUG) + +class Context: + + base = None + handler = None + publishers = {} + consumers = {} + _manager = None + + def __init__(self, base): + + self.base = base + + def start(self, manager:Manager, handler): + self._manager = manager + def on_ready(): + _logger.debug("[context] on_ready" ) + for key,publisher in self.publishers.items(): + self._manager.start_publisher(self,publisher) + + for key,consumer in self.consumers.items(): + self._manager.start_consumer(self,consumer) + + handler.ready(context=self) + + self._manager._on_ready=on_ready + self._manager.start() + + def stop(self): + if self._manager is not None and self._manager.started: + for key,publisher in self.publishers: + publisher._link.close() + for key,consumer in self.consumers: + consumer._link.close() + + self._manager.close() + + + def register_publisher(self, publisher): + if publisher.key in self.publishers: + _logger.warning("[context] Trying to register publisher that already exists") + return + _logger.info(f"[context] registering publisher {publisher.key} {publisher.address}" ) + self.publishers[publisher.key] = publisher + if self._manager is not None and self._manager.started: + self._manager.start_publisher(self,publisher) + + def get_publisher(self, key): + if key in self.publishers: + return self.publishers[key] + return None + + def has_publisher(self, key): + return key in self.publishers + + def has_consumer(self, key): + return key in self.consumers + + def register_consumers(self, consumer): + if consumer.key in self.consumers: + _logger.warning("[context] Trying to register consumer that already exists") + return + + self.consumers[consumer.key] = consumer + if self._manager is not None and self._manager.started: + self._manager.start_consumer(self,consumer) + + def unregister_consumer(self, key): + if not key in self.consumers: + _logger.warning("[context] Trying to unregister consumer that does not exists") + return + + consumer = self.consumers.pop(key) + if self._manager is not None and self._manager.started: + consumer._link.close() + + def unregister_publisher(self, key): + if not key in self.consumers: + _logger.warning("[context] Trying to unregister publisher that does not exists") + return + publisher = self.publishers.pop(key) + if self._manager is not None and self._manager.started: + publisher._link.close() + + def build_address_from_link(self, link: link.Link): + + if link.fqdn: + address = link.address + if link.topic and not link.address.startswith("topic://"): + address = f"topic://{address}" + return address + + address = f"{self.base}.{link.address}" + if link.topic: + address = f"topic://{address}" + + return address + diff --git a/cfsb-backend/exn/core/handler.py b/cfsb-backend/exn/core/handler.py new file mode 100644 index 0000000..4717ecd --- /dev/null +++ b/cfsb-backend/exn/core/handler.py @@ -0,0 +1,11 @@ +import logging + +from proton import Message + +_logger = logging.getLogger(__name__) + + +class Handler: + + def on_message(self, key, address, body, message: Message, context): + _logger.info(f"You should really override this... {key}=>{address}") diff --git a/cfsb-backend/exn/core/link.py b/cfsb-backend/exn/core/link.py new file mode 100644 index 0000000..43e8f76 --- /dev/null +++ b/cfsb-backend/exn/core/link.py @@ -0,0 +1,21 @@ + + +from proton import Link as pLink + +class Link: + + fqdn=False + context=None + + def __init__(self, key, address, topic=False, fqdn=False): + super().__init__() + self.key = key + self.address = address + self.topic= topic + self.fqdn= fqdn + self._link = None + + def set(self, link:pLink): + # The proton container creates a sender + # so we just use composition instead of extension + self._link = link diff --git a/cfsb-backend/exn/core/manager.py b/cfsb-backend/exn/core/manager.py new file mode 100644 index 0000000..caf6e18 --- /dev/null +++ b/cfsb-backend/exn/core/manager.py @@ -0,0 +1,115 @@ +import logging +import threading +import time +import types + +import proton +from proton import Event, Connection, Session, Message + +from proton.handlers import MessagingHandler +from proton.reactor import Container,ReceiverOption,Filter,Selector + +from .consumer import Consumer +from .publisher import Publisher +from .handler import Handler +from .synced_publisher import SyncedPublisher + +_logger = logging.getLogger(__name__) +_logger.setLevel(logging.DEBUG) + + +class SessionPerConsumer(object): + def session(self, connection: Connection) -> Session: + session = connection.session() + session.open() + return session + + +class Manager(MessagingHandler): + uri = None + started = False + container = None + connection = None + _on_ready = None + + def __init__(self, uri): + super(Manager, self).__init__() + self.uri = uri + + def start(self): + _logger.info(f"[manager] starting") + self.container = Container(self) + self.container.run() + + def on_start(self, event: Event) -> None: + self.connection = self.container.connect(self.uri,) + self.connection._session_policy = SessionPerConsumer() + def connection_state(): + + while self.connection.state != 18: + time.sleep(0.05) + self.started = True + _logger.debug(f"[manager] on_start") + if self._on_ready is not None: + self._on_ready() + + threading.Thread(target=connection_state).start() + + def on_message(self, event: Event) -> None: + _logger.warning(f"[manager] received generic on_message make sure you have set up your handlers" + f" properly ") + + def close(self): + _logger.info(f"[manager] closing") + if self.container: + self.container.stop() + + if self.connection: + self.connection.close() + + def start_publisher(self, context, publisher: Publisher): + address = context.build_address_from_link(publisher) + _logger.info(f"[manager] starting publisher {publisher.key} => {address}") + publisher.set(self.container.create_sender(self.connection, address)) + publisher.context = context + if hasattr(publisher, "delay"): + _logger.debug(f"{context.base} registering timer {hasattr(publisher, 'delay')}") + self.container.schedule(publisher.delay, handler=publisher) + + if hasattr(publisher, "reply_address"): + _logger.info(f"[manager] starting Synced consumer for {publisher.key} => {publisher.reply_address}") + def on_my_message(self, key, address, body, message: Message, context=None): + _logger.info(f"[{publisher.key}] handler received {key} => {message.correlation_id}") + if publisher.match_correlation_id(message.correlation_id): + _logger.info(f"[{publisher.key}] handler received {key} / matched => response {body} ") + publisher._replied = body + + r_handler = Handler() + r_handler.on_message= types.MethodType(on_my_message,r_handler) + self.start_consumer( + context, + Consumer(publisher.key+"-reply", + publisher.reply_address, + handler=r_handler, + topic=publisher.reply_topic, + fqdn=publisher.reply_fqdn + ) + ) + + def start_consumer(self, context, consumer: Consumer): + address = context.build_address_from_link(consumer) + consumer.context = context + if consumer.application: + _logger.info(f"[manager] starting consumer {consumer.key} => {address} and application={consumer.application}") + consumer.set(self.container.create_receiver( + self.connection, + address, + handler=consumer, + options=Selector(u"application = '"+consumer.application+"'")) + ) + + else: + _logger.info(f"[manager] starting consumer {consumer.key} => {address}") + consumer.set(self.container.create_receiver(self.connection, address, handler=consumer)) + + diff --git a/cfsb-backend/exn/core/publisher.py b/cfsb-backend/exn/core/publisher.py new file mode 100644 index 0000000..bee70fc --- /dev/null +++ b/cfsb-backend/exn/core/publisher.py @@ -0,0 +1,52 @@ +import datetime +import logging + +from proton import Message,AnnotationDict + +from . import link + +_logger = logging.getLogger(__name__) + + +class Publisher(link.Link): + + def send(self, body=None, application=None, properties=None, raw=False): + if not body: + body = {} + + _logger.info(f"[{self.key}] sending to {self._link.target.address} for application={application} - {body} " + f" properties= {properties}") + + msg = self._prepare_message(body,properties=properties, raw=raw) + + if application: + msg.subject = application + msg.properties={ + 'application': application + } + + self._link.send(msg) + + def _prepare_message(self, body=None, properties=None, raw=False): + + send = {} + + if not body: + body = {} + + if not raw: + send = {"when": datetime.datetime.utcnow().isoformat()} + + send.update(body) + msg = Message( + address=self._link.target.address, + body=send + ) + + if properties: + if 'correlation_id' in properties: + msg.correlation_id=properties['correlation_id'] + + msg.content_type = 'application/json' + + return msg diff --git a/cfsb-backend/exn/core/schedule_publisher.py b/cfsb-backend/exn/core/schedule_publisher.py new file mode 100644 index 0000000..f7dc10c --- /dev/null +++ b/cfsb-backend/exn/core/schedule_publisher.py @@ -0,0 +1,24 @@ +import logging + +from proton.handlers import MessagingHandler +from .publisher import Publisher + +_logger = logging.getLogger(__name__) + + +class Publisher(Publisher, MessagingHandler): + send_next = False + delay = 15 + + def __init__(self, delay, key, address, application=None, topic=False, fqdn=False): + super(Publisher, self).__init__(key, address, topic,fqdn) + self.delay = delay + self.application = application + + def on_timer_task(self, event): + _logger.debug(f"[manager] on_timer_task") + self.send() + event.reactor.schedule(self.delay, self) + + def send(self, body=None, application=None): + super(Publisher, self).send(body, self.application) diff --git a/cfsb-backend/exn/core/state_publisher.py b/cfsb-backend/exn/core/state_publisher.py new file mode 100644 index 0000000..f8ae1cb --- /dev/null +++ b/cfsb-backend/exn/core/state_publisher.py @@ -0,0 +1,45 @@ +import datetime +import json +from enum import Enum + +from proton import Message + +from . import publisher + +import logging + +_logger = logging.getLogger(__name__) + +class States(Enum): + + STARTING = "starting" + STARTED = "started" + READY = "ready" + STOPPING = "stopping" + STOPPED = "stopped" + +class Publisher(publisher.Publisher): + + def __init__(self): + super().__init__("state","state", True) + + def _send_message(self, message_type): + self.send({"state": message_type,"message": None}) + + def starting(self): + self._send_message(States.STARTING.value) + + def started(self): + self._send_message(States.STARTED.value) + + def ready(self): + self._send_message(States.READY.value) + + def stopping(self): + self._send_message(States.STOPPING.value) + + def stopped(self): + self._send_message(States.STOPPED.value) + + def custom(self, state): + self._send_message(state) diff --git a/cfsb-backend/exn/core/synced_publisher.py b/cfsb-backend/exn/core/synced_publisher.py new file mode 100644 index 0000000..20cb57d --- /dev/null +++ b/cfsb-backend/exn/core/synced_publisher.py @@ -0,0 +1,60 @@ +import logging +import threading +import time + +from proton.handlers import MessagingHandler +from .publisher import Publisher +import uuid + + +_logger = logging.getLogger(__name__) + + +class SyncedPublisher(Publisher): + + _replied = None + reply_address = None + correlation_id = None + + def __init__(self, key, address, topic=False, fqdn=False, reply_address="reply", timeout=30): + super(Publisher, self).__init__(key, address, topic,fqdn) + + self.reply_address=address+"."+reply_address + self.reply_topic = topic + self.reply_fqdn = fqdn + self._timeout = timeout + + + def send_sync(self, body=None, application=None, properties=None, raw=False): + + self.correlation_id=uuid.uuid4().hex + + if properties and 'correlation_id' in properties: + self.correlation_id = properties['correlation_id'] + + self._replied=None + def _wait_for_reply(): + super(SyncedPublisher, self).send(body=body, application=application, properties= {'correlation_id':self.correlation_id}, raw=raw) + timeout = self._timeout + while not self._replied: + time.sleep(0.05) + timeout = timeout - 0.05 + + if timeout < 0: + _logger.warning(f"[synced_publisher] {self._link.target.address} - timeout ({self._timeout}s) waiting for response, consider increasing this" ) + break + + + _logger.debug(f"[synced_publisher] {self._link.target.address} - starting blocking thread" ) + t = threading.Thread(target=_wait_for_reply()) + t.start() + t.join() + + _logger.debug(f"[synced_publisher] {self._link.target.address} - moving on {self._replied}" ) + #wait for the reply + ret = self._replied + self._replied = None + return ret + + def match_correlation_id(self, correlation_id): + return self.correlation_id is not None and correlation_id is not None and self.correlation_id == correlation_id diff --git a/cfsb-backend/exn/handler/__init__.py b/cfsb-backend/exn/handler/__init__.py new file mode 100644 index 0000000..a7a404b --- /dev/null +++ b/cfsb-backend/exn/handler/__init__.py @@ -0,0 +1,2 @@ + +from . import connector_handler \ No newline at end of file diff --git a/cfsb-backend/exn/handler/connector_handler.py b/cfsb-backend/exn/handler/connector_handler.py new file mode 100644 index 0000000..dafe9d8 --- /dev/null +++ b/cfsb-backend/exn/handler/connector_handler.py @@ -0,0 +1,12 @@ + +import logging + + +_logger = logging.getLogger(__name__) + +class ConnectorHandler: + + def ready(self, context): + pass + + diff --git a/cfsb-backend/exn/settings/__init__.py b/cfsb-backend/exn/settings/__init__.py new file mode 100644 index 0000000..cf50d1c --- /dev/null +++ b/cfsb-backend/exn/settings/__init__.py @@ -0,0 +1 @@ +from . import base \ No newline at end of file diff --git a/cfsb-backend/exn/settings/base.py b/cfsb-backend/exn/settings/base.py new file mode 100644 index 0000000..baf5475 --- /dev/null +++ b/cfsb-backend/exn/settings/base.py @@ -0,0 +1,2 @@ +NEBULOUS_BASE_NAME="eu.nebulouscloud" +NEBULOUS_DEFAULT_HEALTH_CHECK_TIMEOUT=15 \ No newline at end of file diff --git a/cfsb-backend/generate_dummy_nodes.py b/cfsb-backend/generate_dummy_nodes.py new file mode 100644 index 0000000..a8b7683 --- /dev/null +++ b/cfsb-backend/generate_dummy_nodes.py @@ -0,0 +1,62 @@ +import json +import uuid +import random + +def generate_dummy_nodes(k): + nodes = [] + for _ in range(k): + eu_west = random.randint(1, 3) + city, country = random.choice([("Paris", "France"), ("Lyon", "France"), ("Marseille", "France")]) + latitude = round(random.uniform(40.0, 50.0), 4) + longitude = round(random.uniform(2.0, 8.0), 4) + + node = { + "id": str(uuid.uuid4()), + "nodeCandidateType": random.choice(["EDGE", "IAAS", "PAAS", "SAAS"]), + "jobIdForByon": None, + "jobIdForEdge": None, + "price": round(random.uniform(0.01, 0.1), 4), + "cloud": { + "id": f"nebulous-aws-sal-{eu_west}", + "endpoint": None, + "cloudType": "PUBLIC", + "api": {"providerName": "aws-ec2"}, + "credential": None, + "cloudConfiguration": {"nodeGroup": "", "properties": {}}, + "owner": None, + "state": None, + "diagnostic": None + }, + "location": { + "id": f"nebulous-aws-sal-{eu_west}/eu-west-{eu_west}", + "name": f"eu-west-{eu_west}", + "providerId": f"eu-west-{eu_west}", + "locationScope": "REGION", + "isAssignable": True, + "geoLocation": {"city": city, "country": country, "latitude": latitude, "longitude": longitude}, + "parent": None, + "state": None, + "owner": None + }, + # Repeating for 'image' and 'hardware' with appropriate modifications + "score": round(random.uniform(0.7, 1.0), 5), + # 'rank' will be assigned after sorting by score + } + # Additional details for 'image', 'hardware', etc., should follow the same pattern + nodes.append(node) + + # Assign ranks after sorting nodes by score + nodes_sorted_by_score = sorted(nodes, key=lambda x: x['score'], reverse=True) + for index, node in enumerate(nodes_sorted_by_score): + node['rank'] = index + 1 + + return {"nodes": nodes_sorted_by_score} + +# Assuming the function is defined as above, here's how you'd call it and use json.dump(): +nodes_data = generate_dummy_nodes(1000) +file_path = 'CFSB_Body_Response_1000.json' # Replace with your desired file path + +with open(file_path, 'w') as file: + json.dump(nodes_data, file, indent=4) + +print(f"Data for 1000 nodes has been saved to {file_path}") diff --git a/cfsb-backend/get_data.py b/cfsb-backend/get_data.py index 7a10592..9ad0800 100644 --- a/cfsb-backend/get_data.py +++ b/cfsb-backend/get_data.py @@ -1,4 +1,5 @@ from rdflib import Graph, URIRef +from data_types import get_attr_data_type # Create a new RDF graph g = Graph() @@ -36,6 +37,9 @@ def get_level_1_items(): item_dict["description"] = item_data_dict["description"] item_dict["name"] = attribute item_dict["children"] = [] + criterion_type_values = get_attr_data_type(item_dict["name"]) + item_dict["type"] = criterion_type_values['type'] + # item_dict["values"] = criterion_type_values['values'] # they do not have all criteria items_list.append(item_dict) items_2_list = get_level_2_items(level_1_items_list, items_list) return items_2_list @@ -59,6 +63,8 @@ def get_level_2_items(level_1_items_list, level_1_items_dict_list): item_dict["parent"] = object_str item_dict["name"] = level_2_attribute item_dict["children"] = [] + criterion_type_values = get_attr_data_type(item_dict["name"]) + item_dict["type"] = criterion_type_values['type'] items_list.append(item_dict) items_3_list = get_level_3_items(level_2_items_list, items_list, level_1_items_dict_list) return items_3_list @@ -82,6 +88,8 @@ def get_level_3_items(level_2_items_list, level_2_items_dict_list, level_1_items item_dict["parent"] = object_str item_dict["name"] = level_3_attribute item_dict["children"] = [] + criterion_type_values = get_attr_data_type(item_dict["name"]) + item_dict["type"] = criterion_type_values['type'] items_list.append(item_dict) level_2_children_list = insert_level_2_children(level_1_items_dict_list, level_2_items_dict_list, items_list) return level_2_children_list @@ -99,24 +107,39 @@ def insert_level_2_children(level_1_items_dict_list, level_2_items_dict_list, le # level_2_children_list.append(item_dict) level_2_children_list.append(level_3_item) # here to append the list at the correct position of level_2_items_dict_list - level_2_item["children"] = level_2_children_list + # Sort the children by their title + level_2_item["children"] = sorted(level_2_children_list, key=lambda x: x['title']) items_dict_list = insert_level_1_children(level_1_items_dict_list, level_2_items_dict_list) # return level_2_items_dict_list return items_dict_list +# def insert_level_1_children(level_1_items_dict_list, level_2_items_dict_list): +# for level_1_item in level_1_items_dict_list: +# level_1_children_list = [] +# # print("level_1_item = " + level_1_item["name"]) +# for level_2_item in level_2_items_dict_list: +# # print("level_2_item = " + level_2_item["name"]) +# if level_2_item["parent"] == level_1_item["name"]: +# # print("Children of " + level_1_item["name"] + " is " + level_2_item["name"]) +# level_1_children_list.append(level_2_item) +# # here to append the list at the correct position of level_1_items_dict_list +# level_1_item["children"] = level_1_children_list +# return level_1_items_dict_list + def insert_level_1_children(level_1_items_dict_list, level_2_items_dict_list): for level_1_item in level_1_items_dict_list: level_1_children_list = [] - # print("level_1_item = " + level_1_item["name"]) for level_2_item in level_2_items_dict_list: - # print("level_2_item = " + level_2_item["name"]) if level_2_item["parent"] == level_1_item["name"]: - # print("Children of " + level_1_item["name"] + " is " + level_2_item["name"]) level_1_children_list.append(level_2_item) - # here to append the list at the correct position of level_1_items_dict_list - level_1_item["children"] = level_1_children_list - return level_1_items_dict_list + + # Sort the children by their title + level_1_item["children"] = sorted(level_1_children_list, key=lambda x: x['title']) + + # Now sort the level 1 items themselves + sorted_level_1_items_dict_list = sorted(level_1_items_dict_list, key=lambda x: x['title']) + return sorted_level_1_items_dict_list def get_subject_data(item_subject): diff --git a/cfsb-backend/notes.txt b/cfsb-backend/notes.txt new file mode 100644 index 0000000..c842f0c --- /dev/null +++ b/cfsb-backend/notes.txt @@ -0,0 +1,44 @@ +https://158.39.75.54/projects/nebulous-collaboration-hub/wiki/accessing-the-demo-activemq-broker +https://openproject.nebulouscloud.eu/projects/nebulous-collaboration-hub/wiki/accessing-the-nebulous-dev-k8s + +activemq +terminal στο Documents/projects/koronakos/nebulous_certs +export KUBECONFIG=kubeconfig.yaml +kubectl -n nebulous port-forward service/nebulous-activemq 5672:5672 8161:8161 61616:61616 + +OPTIMIZER waits for a reply on eu.nebulouscloud.cfsb.get_node_candidates.reply, +the reply body will be the list of node candidates as you got it from SAL, but augmented with ranking information. +The optimiser will use the highest-ranked node candidates. + +το app name from message.subject +το παραπάνω αντί για το "application_id": "app_id" στη γραμμη 74 + +passwords +gregkoron +Olympi@kos789 + +------------- +SAL +SAL POSTMAN: https://158.39.75.54/projects/nebulous-collaboration-hub/wiki/deployment-manager-sal-1 + +Port Forwarding to enable POSTMAN for SAL: +kubectl port-forward -n nebulous service/sal 8080:8080 + +Use this in POSTMAN Request: https://localhost:8080/sal/pagateway/connect +--- +kubectl port-forward -n nebulous service/sal1 8080:8080 +------If proplems It works with this----- +kubectl -n nebulous get pod | findstr sal +kubectl -n nebulous delete pod sal-all-6b8bbc54cf-hxsj6 +----------- + +----------FLUX-------------- +kubectl scale -n flux-system --replicas=0 deploy/sal-all-flux + +kubectl scale -n flux-system --replicas=1 deploy/sal-all-flux + +kubectl -n flux-system port-forward service/sal-flux :8080 + +kubectl scale -n flux-system --replicas=0 deploy/sal-all-flux + +kubectl scale -n flux-system --replicas=1 deploy/sal-all-flux \ No newline at end of file diff --git a/cfsb-backend/requirements.txt b/cfsb-backend/requirements.txt index cc205b3..ef16017 100644 --- a/cfsb-backend/requirements.txt +++ b/cfsb-backend/requirements.txt @@ -1,5 +1,7 @@ blinker==1.7.0 +cffi==1.16.0 click==8.1.7 +docopt==0.6.2 Flask==3.0.0 Flask-Cors==4.0.0 isodate==0.6.1 @@ -7,8 +9,14 @@ itsdangerous==2.1.2 Jinja2==3.1.2 MarkupSafe==2.1.3 numpy==1.26.3 +psycopg2-binary==2.9.9 +pycparser==2.21 pyparsing==3.1.1 +python-dotenv==1.0.1 +python-qpid-proton==0.39.0 rdflib==7.0.0 scipy==1.11.4 six==1.16.0 +stomp.py==8.1.0 +websocket-client==1.7.0 Werkzeug==3.0.1 diff --git a/cfsb-backend/routes.py b/cfsb-backend/routes.py new file mode 100644 index 0000000..d55d3ba --- /dev/null +++ b/cfsb-backend/routes.py @@ -0,0 +1,242 @@ +from flask import Blueprint, request, jsonify, render_template, session +from User_Functions import * +from API_Functions import * +import data_types as attr_data_types +from Evaluation import perform_evaluation +from data_types import get_attr_data_type +import db.db_functions as db_functions +import os +import time +import activemq +# from activemq import connector_handler +import traceback + +main_routes = Blueprint('main', __name__) + +# List of items with Ordinal Data +Ordinal_Variables = ['attr-reputation', 'attr-assurance'] +NoData_Variables = ['attr-security', 'attr-performance-capacity', 'attr-performance-suitability'] +Cont_Variables = ['attr-performance', 'attr-financial', 'attr-performance-capacity-memory', + 'attr-performance-capacity-memory-speed'] + +#Used in HomePage.vue to save app_id and user_id +# @main_routes.route('/save_ids', methods=['POST']) +# def save_ids(): +# data = request.json +# app_id = data.get('app_id') +# user_id = data.get('user_id') +# print("user_id:", user_id) +# # Respond back with a success message +# return jsonify({"message": "IDs received successfully.", "app_id": app_id, "user_id": user_id}) + + + +#Used in CriteriaSelection.vue +@main_routes.route('/get_hierarchical_category_list') +def get_hierarchical_category_list(): + # TODO order by title in every level + items_list = file.get_level_1_items() # Assume this function returns the list correctly + if items_list is not None: + # Return the list as a JSON response + return jsonify(items_list) + else: + # Return an empty list or an error message if items_list is None + return jsonify([]), 404 # or return jsonify({"error": "No items found"}), 404 + +# Used in DataGrid.vue +@main_routes.route('/process_selected_criteria', methods=['POST']) +def process_selected_criteria(): + try: + data = request.json + # Selected Criteria by the User from the List + selected_criteria = data.get('selectedItems', []) + # Extract app_id, user_id + application_id = data.get('app_id') # Take it from local storage from frontend + # application_id = 'd535cf554ea66fbebfc415ac837a5828' #dummy application_id_optimizer + user_id = data.get('user_id') # Take it from local storage from frontend + print("user_id:", user_id) + print("application_id:", application_id) + + ## Prepare message to be send to SAL + message_for_SAL = [ # User side so ask SAL for every available node + { + "type": "NodeTypeRequirement", + "nodeTypes": ["IAAS", "PAAS", "FAAS", "BYON", "EDGE", "SIMULATION"] + # "jobIdForEDGE": "FCRnewLight0" + } + ] + # Convert the body data to a JSON string + body_json_string = json.dumps(message_for_SAL) + + RequestToSal = { # Dictionary + "metaData": {"user": "admin"}, # key [String "metaData"] value [dictionary] + "body": body_json_string # key [String "body"] value [JSON String] + } + print("RequestToSal:", RequestToSal) + + # print("Is RequestToSal a valid dictionary:", isinstance(RequestToSal, dict)) + # print("Is the 'body' string in RequestToSal a valid JSON string:", is_json(RequestToSal["body"])) + + ## Request the node candidates from SAL + # sal_reply = activemq.context.publishers['SAL-GET'].send_sync(RequestToSal) + + ## Process SAL's Reply + # extracted_data, number_of_nodes, node_ids, node_names = extract_SAL_node_candidate_data(sal_reply) + # extracted_data, number_of_nodes, node_names = extract_node_candidate_data('dummy_data_node_candidates.json') + extracted_data, number_of_nodes, node_ids, node_names = extract_node_candidate_data('SAL_Response_11EdgeDevs.json') + print("extracted_data:", extracted_data) + + # Use the create_criteria_mapping() to get the criteria mappings + field_mapping = create_criteria_mapping(selected_criteria, extracted_data) + grid_data = {name: [] for name in node_names} + + # Prepare the data to be sent to DataGrid.vue + # Blank by default for the Selected Criteria not found in mapping + for node_data in extracted_data: + node_name = node_data.get('name') # Using name to match + node_id = node_data.get('id') # Extract the node ID + grid_data[node_name] = {"id": node_id, "criteria": []} + + if node_name in grid_data: # Check if node_name exists in grid_data keys + for item in selected_criteria: + criterion_data = {} + criterion_data["data_type"] = get_attr_data_type(item) + item_data_dict = file.get_subject_data(file.SMI_prefix + item) + criterion_data["title"] = item_data_dict["title"] + field_name = field_mapping.get(criterion_data["title"], item) + + # Check if the field_name is a direct key or nested inside 'hardware' + if field_name in node_data: + value = node_data[field_name] + elif 'hardware' in node_data and field_name in node_data['hardware']: + value = node_data['hardware'][field_name] + else: + # Generate random or default values for unmapped criteria or missing data + item_data_type_value = criterion_data["data_type"].get('type') + if item_data_type_value == 1: + value = random.choice(["High", "Medium", "Low"]) + elif item_data_type_value == 5: + value = random.choice(["True", "False"]) + else: + value = round(random.uniform(1, 100), 2) + + criterion_data["value"] = value if value != 0 else 0.00001 + # grid_data[node_id].append(criterion_data) + # grid_data[node_name].append(criterion_data) # Use node_name as key + grid_data[node_name]["criteria"].append(criterion_data) + + # Conversion to list format remains unchanged + # grid_data_with_names = [{'name': name, 'criteria': data} for name, data in grid_data.items()] + grid_data_with_names = [{'name': name, 'id': data["id"], 'criteria': data["criteria"]} for name, data in grid_data.items()] + print("grid_data_with_names:", grid_data_with_names) + + # Send the comprehensive grid_data_with_names to the frontend + return jsonify({ + 'success': True, + 'gridData': grid_data_with_names, + 'NodeNames': node_names + }) + except Exception as e: + print(f"Error processing selected items: {e}") + traceback.print_exc() + return jsonify({'success': False, 'error': str(e)}), 500 + + +# Used in WR.vue +@main_routes.route('/process-evaluation-data', methods=['POST']) +def process_evaluation_data(): + try: + data = request.get_json() + if data is None: + raise ValueError("Received data is not in JSON format or 'Content-Type' header is not set to 'application/json'") + + print("JSON data:", data) + # Transform grid data to table and get node names directly from the function + data_table, relative_wr_data, immediate_wr_data, node_names, node_ids = transform_grid_data_to_table(data) + + # print("data_table:", data_table) + # print("relative_wr_data:", relative_wr_data) + # print("immediate_wr_data:", immediate_wr_data) + # print("node_names:", node_names) + + # Run Optimization - Perform evaluation + results = perform_evaluation(data_table, relative_wr_data, immediate_wr_data, node_names, node_ids) + # print(results) + # Return the results + return jsonify({'status': 'success', 'results': results}) + + except Exception as e: + error_message = str(e) + return jsonify({'status': 'error', 'message': error_message}), 500 + + +#Creates a new user +@main_routes.route('/user', methods=['POST']) +def create_user(): + data = request.json + result = db_functions.insert_user(data) + return jsonify(result) + + +# Used in front end to authenticate the user +@main_routes.route('/login', methods=['POST']) +def select_user(): + data = request.json + result = db_functions.get_user(data) + return jsonify(result) + + +# Returns the user's apps +@main_routes.route('/apps', methods=['POST']) +def select_user_apps(): + data = request.json + result = db_functions.get_user_apps(data) + return jsonify(result) + + +# Creates a new app in db +@main_routes.route('/app/create', methods=['POST']) +def create_app(): + data = request.json + result = db_functions.insert_app(data) + return jsonify(result) + + +# Checks if app exists or inserts it in db +@main_routes.route('/app', methods=['POST']) +def check_for_app(): + data = request.json + result = db_functions.get_app(data) + if not result: + data['title'] = "Demo App" + data['description'] = "Demo App description" + result = db_functions.insert_app(data) + return jsonify(result) + + +# Get app from db +@main_routes.route('/app/get', methods=['POST']) +def get_app(): + data = request.json + result = db_functions.get_app(data) + return jsonify(result) + + +# Called by save project in .VUE +@main_routes.route('/app/save', methods=['POST']) +def save_app(): + data = request.get_json() + result = save_app_data(data) + return result + + +# Emulate ActMQ functionality +@main_routes.route('/test_sender', methods=['POST']) +def send(): + data = request.get_json() + body = data['body'] + application_id = data['application_id'] + correlation_id = data['correlation_id'] + key = data['key'] + sender = activemq.test_send(data) + return data diff --git a/cfsb-backend/updated_SALs_JSON.json b/cfsb-backend/updated_SALs_JSON.json new file mode 100644 index 0000000..666abd6 --- /dev/null +++ b/cfsb-backend/updated_SALs_JSON.json @@ -0,0 +1,1256 @@ +[ + { + "name": "test0", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.0" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "8", + "numberOfCores": 10, + "memory": 4, + "disk": 28.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "geoLocation": { + "city": "Warsaw", + "country": "Poland", + "latitude": 68.6427, + "longitude": 81.24341 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": "https://www.activeeon.com/public_content/7cde3381417ff3784639dc41fa7e7cd0544a5234-morphemic-7bulls/node_13.1.0-SNAPSHOT_armv8.jar", + "nodeCandidate": { + "id": "8a7482868df473cc018df47d8d770000", + "nodeCandidateType": "EDGE", + "jobIdForByon": null, + "jobIdForEdge": "FCRnewLight0", + "price": 0.0, + "cloud": { + "id": "edge", + "endpoint": null, + "cloudType": "EDGE", + "api": null, + "credential": null, + "cloudConfiguration": { + "nodeGroup": null, + "properties": {} + }, + "owner": "EDGE", + "state": null, + "diagnostic": null + }, + "location": { + "id": "edge-location-bzzM75gJBIF9ciHt", + "name": null, + "providerId": null, + "locationScope": null, + "isAssignable": null, + "geoLocation": { + "city": "Warsaw", + "country": "Poland", + "latitude": 68.6427, + "longitude": 81.24341 + }, + "parent": null, + "state": null, + "owner": null + }, + "image": { + "id": "edge-image-bzzM75gJBIF9ciHt", + "name": "edge-image-name-UBUNTU-UNKNOWN", + "providerId": null, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "location": null, + "state": null, + "owner": null + }, + "hardware": { + "id": "edge-hardware-bzzM75gJBIF9ciHt", + "name": null, + "providerId": null, + "cores": 10, + "ram": 4, + "disk": 28.0, + "fpga": 0, + "location": null, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": null, + "environment": null + }, + "id": "8a7482868df473cc018df47d8d7d0001", + "Score": 0.99999, + "Rank": 1 + }, + { + "name": "AWS-Raspberry-Madrid", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.1" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "15", + "numberOfCores": 6, + "memory": 7, + "disk": 11.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "geoLocation": { + "city": "Athens", + "country": "Greece", + "latitude": -31.018383, + "longitude": -26.717098 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": 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"operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "location": null, + "state": null, + "owner": null + }, + "hardware": { + "id": "edge-hardware-Ehjjsq21EsRtesOu", + "name": null, + "providerId": null, + "cores": 6, + "ram": 7, + "disk": 11.0, + "fpga": 0, + "location": null, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": null, + "environment": null + }, + "id": "8a7482868df473cc018df47d8ea60003", + "Score": 0.99999, + "Rank": 1 + }, + { + "name": "test2", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.2" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "10", + "numberOfCores": 1, + "memory": 6, + "disk": 28.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "geoLocation": { + "city": "Nice", + "country": "France", + "latitude": -72.342804, + "longitude": -17.023972 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": "https://www.activeeon.com/public_content/7cde3381417ff3784639dc41fa7e7cd0544a5234-morphemic-7bulls/node_13.1.0-SNAPSHOT_armv8.jar", + "nodeCandidate": { + "id": "8a7482868df473cc018df47d8fc40004", + "nodeCandidateType": "EDGE", + "jobIdForByon": null, + "jobIdForEdge": "FCRnewLight0", + "price": 0.0, + "cloud": { + "id": "edge", + "endpoint": null, + "cloudType": "EDGE", + "api": null, + "credential": null, + "cloudConfiguration": { + "nodeGroup": null, + "properties": {} + }, + "owner": "EDGE", + "state": null, + "diagnostic": null + }, 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0.6666566666666667, + "Rank": 9 + }, + { + "name": "test3", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.3" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "13", + "numberOfCores": 13, + "memory": 6, + "disk": 16.0, + "operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "geoLocation": { + "city": "Nice", + "country": "France", + "latitude": -18.325798, + "longitude": -2.8190002 + } + }, + "reason": null, + "diagnostic": null, + "userId": null, + "allocated": null, + "jobId": "FCRnewLight0", + "systemArch": "ARMv8", + "scriptURL": "https://www.google.com", + "jarURL": 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"operatingSystem": { + "operatingSystemFamily": "UBUNTU", + "operatingSystemArchitecture": "UNKNOWN", + "operatingSystemVersion": 1804.0 + }, + "location": null, + "state": null, + "owner": null + }, + "hardware": { + "id": "edge-hardware-WeVLDpisE2wPtRxB", + "name": null, + "providerId": null, + "cores": 13, + "ram": 6, + "disk": 16.0, + "fpga": 0, + "location": null, + "state": null, + "owner": null + }, + "pricePerInvocation": 0.0, + "memoryPrice": 0.0, + "nodeId": null, + "environment": null + }, + "id": "8a7482868df473cc018df47d90e70007", + "Score": 1.0, + "Rank": 1 + }, + { + "name": "test4", + "loginCredential": { + "username": "ubuntu", + "password": "ProActive123", + "privateKey": "" + }, + "ipAddresses": [ + { + "IpAddressType": "PUBLIC_IP", + "IpVersion": "V4", + "value": "10.10.10.4" + }, + { + "IpAddressType": "PRIVATE_IP", + "IpVersion": "V4", + "value": "18.203.158.193" + } + ], + "nodeProperties": { + "providerId": "15", + "numberOfCores": 1, + "memory": 8, + "disk": 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