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-rw-r--r--apps/route/optimizers/inter_domain_route_opt.py370
1 files changed, 370 insertions, 0 deletions
diff --git a/apps/route/optimizers/inter_domain_route_opt.py b/apps/route/optimizers/inter_domain_route_opt.py
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+# -------------------------------------------------------------------------
+# Copyright (c) 2020 Fujitsu Limited Intellectual Property
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# -------------------------------------------------------------------------
+
+
+import os
+import itertools
+import json
+import requests
+from requests.auth import HTTPBasicAuth
+import urllib3
+
+from osdf.logging.osdf_logging import audit_log
+import pymzn
+from sklearn import preprocessing
+
+BASE_DIR = os.path.dirname(__file__)
+urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+
+class InterDomainRouteOpt:
+
+ """
+ This values will need to deleted..
+ only added for the debug purpose
+ """
+ aai_headers = {
+ "X-TransactionId": "9999",
+ "X-FromAppId": "OOF",
+ "Accept": "application/json",
+ "Content-Type": "application/json",
+ }
+
+
+ def get_route(self, request, osdf_config):
+ """
+ This method processes the mdons route request
+ and returns an optimised path for the given
+ two ports
+ """
+
+ try:
+ route_info = request["routeInfo"]["routeRequest"]
+ src_controller_id = route_info["srcDetails"]["controllerId"]
+ src_port_id = route_info["srcDetails"]["interfaceId"]
+ dst_controller_id = route_info["dstDetails"]["controllerId"]
+ dst_port_id = route_info["dstDetails"]["interfaceId"]
+ service_rate = route_info["serviceRate"]
+ dzn_data, mapping_table = self.build_dzn_data(osdf_config, src_controller_id,
+ dst_controller_id, service_rate)
+ audit_log.info("Dzn data")
+ audit_log.info(dzn_data)
+ mzn_model = os.path.join(BASE_DIR, 'route_opt.mzn')
+ links_list = self.find_suitable_path(mzn_model, dzn_data, mapping_table)
+ ordered_list = self.get_ordered_route_list(links_list,
+ src_controller_id, dst_controller_id)
+ solution = self.get_solution_object(ordered_list, src_port_id, dst_port_id)
+ return {
+ "requestId": request["requestInfo"]["requestId"],
+ "transactionId": request["requestInfo"]["transactionId"],
+ "statusMessage": "SUCCESS",
+ "requestStatus": "accepted",
+ "solutions": solution
+ }
+ except Exception as err:
+ audit_log.info(err)
+ raise err
+
+ def get_solution_object(self, ordered_list, src_port_id, dst_port_id):
+ """
+ :param ordered_list: service_route list
+ :param src_port_id: source port id of route
+ :param dst_port_id: destination port id of route
+ :return: solution object of the route respone
+ """
+ service_route_list = []
+ link_list = []
+ for value in ordered_list:
+ service_route_object = {}
+ service_route_object["srcInterfaceId"] = src_port_id
+ service_route_object["dstInterfaceId"] = value["srcPortId"]
+ service_route_object["controllerId"] = value["srcControllerId"]
+ service_route_list.append(service_route_object)
+ link_list.append(value["linkName"])
+ src_port_id = value["dstPortId"]
+ dst_controller_id = value["dstControllerId"]
+ service_route_object = {}
+ service_route_object["srcInterfaceId"] = src_port_id
+ service_route_object["dstInterfaceId"] = dst_port_id
+ service_route_object["controllerId"] = dst_controller_id
+ service_route_list.append(service_route_object)
+ route_info_object = {
+ "serviceRoute" : service_route_list,
+ "linkList" : link_list
+ }
+ solution = {
+ "routeInfo" : route_info_object
+ }
+ return solution
+
+
+ def get_ordered_route_list(self, link_list, src_controller_id, dst_controller_id):
+ """
+ :param link_list: link list from the minizinc response
+ :param src_controller_id: source port id of route
+ :param dst_controller_id: destination port id of route
+ :return: route list in order
+ """
+ ordered_link_list = []
+ flag = True
+ while flag:
+ for item in link_list:
+ if item["srcControllerId"] == src_controller_id:
+ ordered_link_list.append(item)
+ src_controller_id = item["dstControllerId"]
+ if src_controller_id == dst_controller_id:
+ flag = False
+ return ordered_link_list
+
+
+ def find_suitable_path(self, mzn_model, dzn_data, mapping_table):
+ """
+ :param mzn_model: minizinc model details
+ :param dzn_data: minizinc data
+ :param mapping_table: list that maintains AAI link details
+ :return: list of link from after running minizinc
+ """
+ minizinc_solution = self.solve(mzn_model, dzn_data)
+ audit_log.info("Minizinc Solution ==========>")
+ routes = list(minizinc_solution)
+ audit_log.info(routes)
+ try:
+ arr = routes[0]['x']
+ except Exception as err:
+ audit_log.info("No minizinc solutions found")
+ raise err
+ links_list = []
+ for i in range(0, len(routes[0]['x'])):
+ if arr[i] == 1:
+ links_list.append(mapping_table[i])
+ return links_list
+
+
+ def process_inter_domain_link(self, logical_link, osdf_config):
+ """
+ :param logical_link: logical links from AAI
+ :param osdf_config: OSDF config details
+ :return: list of link object with src and dst controller details
+ """
+ link_details = {}
+ link_details["linkName"] = logical_link["link-name"]
+ relationship = logical_link["relationship-list"]["relationship"]
+ flag = 1
+
+ for value in relationship:
+ if value["related-to"] == "p-interface" and flag == 1:
+ src_port_id = value["relationship-data"][1]["relationship-value"]
+ src_controller_id = self.get_controller_for_interface(osdf_config, src_port_id)
+ link_details["srcPortId"] = src_port_id
+ link_details["srcControllerId"] = src_controller_id
+ flag += 1
+ elif value["related-to"] == "p-interface" and flag == 2:
+ dest_port_id = value["relationship-data"][1]["relationship-value"]
+ dest_controller_id = self.get_controller_for_interface(osdf_config, dest_port_id)
+ link_details["dstPortId"] = dest_port_id
+ link_details["dstControllerId"] = dest_controller_id
+ return link_details
+
+
+ def prepare_map_table(self, osdf_config, logical_links):
+ """
+ :param logical_links: logical links from AAI
+ :param osdf_config: OSDF config details
+ :return: list of link object with src and dst controller details
+ """
+ results = map(self.process_inter_domain_link, logical_links,
+ itertools.repeat(osdf_config, len(logical_links)))
+ new_results = list(results)
+
+ new_list = []
+ new_list += new_results
+ for i in new_results:
+ link_details = {}
+ link_details["linkName"] = i["linkName"]
+ link_details["srcPortId"] = i["dstPortId"]
+ link_details["srcControllerId"] = i["dstControllerId"]
+ link_details["dstPortId"] = i["srcPortId"]
+ link_details["dstControllerId"] = i["srcControllerId"]
+ new_list.append(link_details)
+ return new_list
+
+
+ def solve(self, mzn_model, dzn_data):
+ """
+ :param mzn_model: minizinc template
+ :param dzn_data: minizinc data model
+ :return: minizinc response
+ """
+ return pymzn.minizinc(mzn=mzn_model, data=dzn_data)
+
+
+ def get_links_based_on_bandwidth_attributes(self, logical_links_list,
+ osdf_config, service_rate):
+ """
+ This method filters the logical links based on the
+ bandwidth attribute availability of the interfaces
+ from AAI
+ :return: filtered_list[]
+ """
+ filtered_list = []
+ for logical_link in logical_links_list:
+ relationship = logical_link["relationship-list"]["relationship"]
+ count = 0
+ for value in relationship:
+ if value["related-to"] == "p-interface":
+ interface_url = value["related-link"]
+ if self.get_available_bandwidth_aai(interface_url, osdf_config, service_rate):
+ count += 1
+ if count == 2:
+ filtered_list.append(logical_link)
+
+ return filtered_list
+
+
+ def build_dzn_data(self, osdf_config, src_controller_id, dst_controller_id, service_rate):
+ """
+ :param osdf_config: OSDF config details
+ :param src_controller_id: controller Id of the source port
+ :param dst_controller_id: controller id of the destination port
+ :param service_rate: service rate
+ :return: mapping atble which maintains link details from AAI
+ and minizinc data model to be used by template
+ """
+ logical_links = self.get_inter_domain_links(osdf_config)
+ logical_links_list = logical_links["logical-link"]
+ mapping_table = self.prepare_map_table(osdf_config,
+ self.get_links_based_on_bandwidth_attributes(logical_links_list, osdf_config, service_rate))
+
+ edge_start = []
+ edge_end = []
+ for item in mapping_table:
+ edge_start.append(item["srcControllerId"])
+ edge_end.append(item["dstControllerId"])
+ link_cost = []
+ for k in range(0, len(edge_start)):
+ link_cost.append(1)
+ list_controllers = self.get_controllers_from_aai(osdf_config)
+ le = preprocessing.LabelEncoder()
+ le.fit(list_controllers)
+
+ start_edge = le.transform(edge_start)
+ end_edge = le.transform(edge_end)
+ source = le.transform([src_controller_id])
+ destination = le.transform([dst_controller_id])
+
+ final_dzn_start_arr = []
+ for i in start_edge:
+ final_dzn_start_arr.append(i)
+
+ final_dzn_end_arr = []
+ for j in end_edge:
+ final_dzn_end_arr.append(j)
+
+ contollers_length = len(list_controllers)
+ no_of_edges = len(final_dzn_start_arr)
+ dzn_data = {
+ 'N': contollers_length,
+ 'M': no_of_edges,
+ 'Edge_Start': final_dzn_start_arr,
+ 'Edge_End': final_dzn_end_arr,
+ 'L': link_cost,
+ 'Start': source[0],
+ 'End' : destination[0]
+ }
+ return dzn_data, mapping_table
+
+
+ def get_inter_domain_links(self, osdf_config):
+ """
+ This method returns list of all cross ONAP links
+ from /aai/v19/network/logical-links?link-type=inter-domain&operational-status="Up"
+ :return: logical-links[]
+ """
+
+ config = osdf_config.deployment
+ aai_url = config["aaiUrl"]
+ aai_req_url = aai_url + config["aaiGetInterDomainLinksUrl"]
+ response = requests.get(aai_req_url, headers=self.aai_headers,
+ auth=HTTPBasicAuth("AAI", "AAI"), verify=False)
+ if response.status_code == 200:
+ return response.json()
+
+
+ def get_controller_for_interface(self, osdf_config, port_id):
+ """
+ This method returns returns the controller id
+ given a p-interface from the below query
+ :return: controller_id
+ """
+ data = {
+ "start": ["external-system"],
+ "query": "query/getDomainController?portid="
+ }
+ query = data.get("query") + port_id
+ data.update(query=query)
+ config = osdf_config.deployment
+ aai_url = config["aaiUrl"]
+ aai_req_url = aai_url + config["controllerQueryUrl"]
+ response = requests.put(aai_req_url, data=json.dumps(data),
+ headers=self.aai_headers,
+ auth=HTTPBasicAuth("AAI", "AAI"),
+ verify=False)
+ if response.status_code == 200:
+ response_body = response.json()
+ return response_body["results"][0]["esr-thirdparty-sdnc"]["thirdparty-sdnc-id"]
+
+
+ def get_controllers_from_aai(self, osdf_config):
+ """
+ This method returns returns the list of
+ controller names in AAI
+ :return: controllers_list[]
+ """
+ controllers_list = []
+ config = osdf_config.deployment
+ aai_url = config["aaiUrl"]
+ aai_req_url = aai_url + config["aaiGetControllersUrl"]
+ response = requests.get(aai_req_url,
+ headers=self.aai_headers,
+ auth=HTTPBasicAuth("AAI", "AAI"),
+ verify=False)
+ if response.status_code == 200:
+ response_body = response.json()
+ esr_thirdparty_list = response_body["esr-thirdparty-sdnc"]
+
+ for item in esr_thirdparty_list:
+ controllers_list.append(item["thirdparty-sdnc-id"])
+ return controllers_list
+
+
+ def get_available_bandwidth_aai(self, interface_url, osdf_config, service_rate):
+ """
+ Checks if the given interface has the required bandwidth
+ :return: boolean flag
+ """
+ config = osdf_config.deployment
+ aai_url = config["aaiUrl"]
+ aai_req_url = aai_url + interface_url + "?depth=all"
+ response = requests.get(aai_req_url,
+ headers=self.aai_headers,
+ auth=HTTPBasicAuth("AAI", "AAI"), verify=False)
+ if response.status_code == 200:
+ response_body = response.json()
+ available_bandwidth = response_body["bandwidth-attributes"]["bandwidth-attribute"][0]["available-bandwidth-map"]["available-bandwidth"]
+ for i in available_bandwidth:
+ if i["odu-type"] == service_rate and i["number"] > 0:
+ return True